The Value of Critical Thinking in Nursing

Gayle Morris, BSN, MSN

  • How Nurses Use Critical Thinking
  • How to Improve Critical Thinking
  • Common Mistakes

Male nurse checking on a patient

Some experts describe a person’s ability to question belief systems, test previously held assumptions, and recognize ambiguity as evidence of critical thinking. Others identify specific skills that demonstrate critical thinking, such as the ability to identify problems and biases, infer and draw conclusions, and determine the relevance of information to a situation.

Nicholas McGowan, BSN, RN, CCRN, has been a critical care nurse for 10 years in neurological trauma nursing and cardiovascular and surgical intensive care. He defines critical thinking as “necessary for problem-solving and decision-making by healthcare providers. It is a process where people use a logical process to gather information and take purposeful action based on their evaluation.”

“This cognitive process is vital for excellent patient outcomes because it requires that nurses make clinical decisions utilizing a variety of different lenses, such as fairness, ethics, and evidence-based practice,” he says.

How Do Nurses Use Critical Thinking?

Successful nurses think beyond their assigned tasks to deliver excellent care for their patients. For example, a nurse might be tasked with changing a wound dressing, delivering medications, and monitoring vital signs during a shift. However, it requires critical thinking skills to understand how a difference in the wound may affect blood pressure and temperature and when those changes may require immediate medical intervention.

Nurses care for many patients during their shifts. Strong critical thinking skills are crucial when juggling various tasks so patient safety and care are not compromised.

Jenna Liphart Rhoads, Ph.D., RN, is a nurse educator with a clinical background in surgical-trauma adult critical care, where critical thinking and action were essential to the safety of her patients. She talks about examples of critical thinking in a healthcare environment, saying:

“Nurses must also critically think to determine which patient to see first, which medications to pass first, and the order in which to organize their day caring for patients. Patient conditions and environments are continually in flux, therefore nurses must constantly be evaluating and re-evaluating information they gather (assess) to keep their patients safe.”

The COVID-19 pandemic created hospital care situations where critical thinking was essential. It was expected of the nurses on the general floor and in intensive care units. Crystal Slaughter is an advanced practice nurse in the intensive care unit (ICU) and a nurse educator. She observed critical thinking throughout the pandemic as she watched intensive care nurses test the boundaries of previously held beliefs and master providing excellent care while preserving resources.

“Nurses are at the patient’s bedside and are often the first ones to detect issues. Then, the nurse needs to gather the appropriate subjective and objective data from the patient in order to frame a concise problem statement or question for the physician or advanced practice provider,” she explains.

Top 5 Ways Nurses Can Improve Critical Thinking Skills

We asked our experts for the top five strategies nurses can use to purposefully improve their critical thinking skills.

Case-Based Approach

Slaughter is a fan of the case-based approach to learning critical thinking skills.

In much the same way a detective would approach a mystery, she mentors her students to ask questions about the situation that help determine the information they have and the information they need. “What is going on? What information am I missing? Can I get that information? What does that information mean for the patient? How quickly do I need to act?”

Consider forming a group and working with a mentor who can guide you through case studies. This provides you with a learner-centered environment in which you can analyze data to reach conclusions and develop communication, analytical, and collaborative skills with your colleagues.

Practice Self-Reflection

Rhoads is an advocate for self-reflection. “Nurses should reflect upon what went well or did not go well in their workday and identify areas of improvement or situations in which they should have reached out for help.” Self-reflection is a form of personal analysis to observe and evaluate situations and how you responded.

This gives you the opportunity to discover mistakes you may have made and to establish new behavior patterns that may help you make better decisions. You likely already do this. For example, after a disagreement or contentious meeting, you may go over the conversation in your head and think about ways you could have responded.

It’s important to go through the decisions you made during your day and determine if you should have gotten more information before acting or if you could have asked better questions.

During self-reflection, you may try thinking about the problem in reverse. This may not give you an immediate answer, but can help you see the situation with fresh eyes and a new perspective. How would the outcome of the day be different if you planned the dressing change in reverse with the assumption you would find a wound infection? How does this information change your plan for the next dressing change?

Develop a Questioning Mind

McGowan has learned that “critical thinking is a self-driven process. It isn’t something that can simply be taught. Rather, it is something that you practice and cultivate with experience. To develop critical thinking skills, you have to be curious and inquisitive.”

To gain critical thinking skills, you must undergo a purposeful process of learning strategies and using them consistently so they become a habit. One of those strategies is developing a questioning mind. Meaningful questions lead to useful answers and are at the core of critical thinking .

However, learning to ask insightful questions is a skill you must develop. Faced with staff and nursing shortages , declining patient conditions, and a rising number of tasks to be completed, it may be difficult to do more than finish the task in front of you. Yet, questions drive active learning and train your brain to see the world differently and take nothing for granted.

It is easier to practice questioning in a non-stressful, quiet environment until it becomes a habit. Then, in the moment when your patient’s care depends on your ability to ask the right questions, you can be ready to rise to the occasion.

Practice Self-Awareness in the Moment

Critical thinking in nursing requires self-awareness and being present in the moment. During a hectic shift, it is easy to lose focus as you struggle to finish every task needed for your patients. Passing medication, changing dressings, and hanging intravenous lines all while trying to assess your patient’s mental and emotional status can affect your focus and how you manage stress as a nurse .

Staying present helps you to be proactive in your thinking and anticipate what might happen, such as bringing extra lubricant for a catheterization or extra gloves for a dressing change.

By staying present, you are also better able to practice active listening. This raises your assessment skills and gives you more information as a basis for your interventions and decisions.

Use a Process

As you are developing critical thinking skills, it can be helpful to use a process. For example:

  • Ask questions.
  • Gather information.
  • Implement a strategy.
  • Evaluate the results.
  • Consider another point of view.

These are the fundamental steps of the nursing process (assess, diagnose, plan, implement, evaluate). The last step will help you overcome one of the common problems of critical thinking in nursing — personal bias.

Common Critical Thinking Pitfalls in Nursing

Your brain uses a set of processes to make inferences about what’s happening around you. In some cases, your unreliable biases can lead you down the wrong path. McGowan places personal biases at the top of his list of common pitfalls to critical thinking in nursing.

“We all form biases based on our own experiences. However, nurses have to learn to separate their own biases from each patient encounter to avoid making false assumptions that may interfere with their care,” he says. Successful critical thinkers accept they have personal biases and learn to look out for them. Awareness of your biases is the first step to understanding if your personal bias is contributing to the wrong decision.

New nurses may be overwhelmed by the transition from academics to clinical practice, leading to a task-oriented mindset and a common new nurse mistake ; this conflicts with critical thinking skills.

“Consider a patient whose blood pressure is low but who also needs to take a blood pressure medication at a scheduled time. A task-oriented nurse may provide the medication without regard for the patient’s blood pressure because medication administration is a task that must be completed,” Slaughter says. “A nurse employing critical thinking skills would address the low blood pressure, review the patient’s blood pressure history and trends, and potentially call the physician to discuss whether medication should be withheld.”

Fear and pride may also stand in the way of developing critical thinking skills. Your belief system and worldview provide comfort and guidance, but this can impede your judgment when you are faced with an individual whose belief system or cultural practices are not the same as yours. Fear or pride may prevent you from pursuing a line of questioning that would benefit the patient. Nurses with strong critical thinking skills exhibit:

  • Learn from their mistakes and the mistakes of other nurses
  • Look forward to integrating changes that improve patient care
  • Treat each patient interaction as a part of a whole
  • Evaluate new events based on past knowledge and adjust decision-making as needed
  • Solve problems with their colleagues
  • Are self-confident
  • Acknowledge biases and seek to ensure these do not impact patient care

An Essential Skill for All Nurses

Critical thinking in nursing protects patient health and contributes to professional development and career advancement. Administrative and clinical nursing leaders are required to have strong critical thinking skills to be successful in their positions.

By using the strategies in this guide during your daily life and in your nursing role, you can intentionally improve your critical thinking abilities and be rewarded with better patient outcomes and potential career advancement.

Frequently Asked Questions About Critical Thinking in Nursing

How are critical thinking skills utilized in nursing practice.

Nursing practice utilizes critical thinking skills to provide the best care for patients. Often, the patient’s cause of pain or health issue is not immediately clear. Nursing professionals need to use their knowledge to determine what might be causing distress, collect vital information, and make quick decisions on how best to handle the situation.

How does nursing school develop critical thinking skills?

Nursing school gives students the knowledge professional nurses use to make important healthcare decisions for their patients. Students learn about diseases, anatomy, and physiology, and how to improve the patient’s overall well-being. Learners also participate in supervised clinical experiences, where they practice using their critical thinking skills to make decisions in professional settings.

Do only nurse managers use critical thinking?

Nurse managers certainly use critical thinking skills in their daily duties. But when working in a health setting, anyone giving care to patients uses their critical thinking skills. Everyone — including licensed practical nurses, registered nurses, and advanced nurse practitioners —needs to flex their critical thinking skills to make potentially life-saving decisions.

Meet Our Contributors

Portrait of Crystal Slaughter, DNP, APRN, ACNS-BC, CNE

Crystal Slaughter, DNP, APRN, ACNS-BC, CNE

Crystal Slaughter is a core faculty member in Walden University’s RN-to-BSN program. She has worked as an advanced practice registered nurse with an intensivist/pulmonary service to provide care to hospitalized ICU patients and in inpatient palliative care. Slaughter’s clinical interests lie in nursing education and evidence-based practice initiatives to promote improving patient care.

Portrait of Jenna Liphart Rhoads, Ph.D., RN

Jenna Liphart Rhoads, Ph.D., RN

Jenna Liphart Rhoads is a nurse educator and freelance author and editor. She earned a BSN from Saint Francis Medical Center College of Nursing and an MS in nursing education from Northern Illinois University. Rhoads earned a Ph.D. in education with a concentration in nursing education from Capella University where she researched the moderation effects of emotional intelligence on the relationship of stress and GPA in military veteran nursing students. Her clinical background includes surgical-trauma adult critical care, interventional radiology procedures, and conscious sedation in adult and pediatric populations.

Portrait of Nicholas McGowan, BSN, RN, CCRN

Nicholas McGowan, BSN, RN, CCRN

Nicholas McGowan is a critical care nurse with 10 years of experience in cardiovascular, surgical intensive care, and neurological trauma nursing. McGowan also has a background in education, leadership, and public speaking. He is an online learner who builds on his foundation of critical care nursing, which he uses directly at the bedside where he still practices. In addition, McGowan hosts an online course at Critical Care Academy where he helps nurses achieve critical care (CCRN) certification.

What is Critical Thinking in Nursing? (With Examples, Importance, & How to Improve)

nursing problem solving strategies

Successful nursing requires learning several skills used to communicate with patients, families, and healthcare teams. One of the most essential skills nurses must develop is the ability to demonstrate critical thinking. If you are a nurse, perhaps you have asked if there is a way to know how to improve critical thinking in nursing? As you read this article, you will learn what critical thinking in nursing is and why it is important. You will also find 18 simple tips to improve critical thinking in nursing and sample scenarios about how to apply critical thinking in your nursing career.

What Is Critical Thinking In Nursing?

4 reasons why critical thinking is so important in nursing, 1. critical thinking skills will help you anticipate and understand changes in your patient’s condition., 2. with strong critical thinking skills, you can make decisions about patient care that is most favorable for the patient and intended outcomes., 3. strong critical thinking skills in nursing can contribute to innovative improvements and professional development., 4. critical thinking skills in nursing contribute to rational decision-making, which improves patient outcomes., what are the 8 important attributes of excellent critical thinking in nursing, 1. the ability to interpret information:, 2. independent thought:, 3. impartiality:, 4. intuition:, 5. problem solving:, 6. flexibility:, 7. perseverance:, 8. integrity:, examples of poor critical thinking vs excellent critical thinking in nursing, 1. scenario: patient/caregiver interactions, poor critical thinking:, excellent critical thinking:, 2. scenario: improving patient care quality, 3. scenario: interdisciplinary collaboration, 4. scenario: precepting nursing students and other nurses, how to improve critical thinking in nursing, 1. demonstrate open-mindedness., 2. practice self-awareness., 3. avoid judgment., 4. eliminate personal biases., 5. do not be afraid to ask questions., 6. find an experienced mentor., 7. join professional nursing organizations., 8. establish a routine of self-reflection., 9. utilize the chain of command., 10. determine the significance of data and decide if it is sufficient for decision-making., 11. volunteer for leadership positions or opportunities., 12. use previous facts and experiences to help develop stronger critical thinking skills in nursing., 13. establish priorities., 14. trust your knowledge and be confident in your abilities., 15. be curious about everything., 16. practice fair-mindedness., 17. learn the value of intellectual humility., 18. never stop learning., 4 consequences of poor critical thinking in nursing, 1. the most significant risk associated with poor critical thinking in nursing is inadequate patient care., 2. failure to recognize changes in patient status:, 3. lack of effective critical thinking in nursing can impact the cost of healthcare., 4. lack of critical thinking skills in nursing can cause a breakdown in communication within the interdisciplinary team., useful resources to improve critical thinking in nursing, youtube videos, my final thoughts, frequently asked questions answered by our expert, 1. will lack of critical thinking impact my nursing career, 2. usually, how long does it take for a nurse to improve their critical thinking skills, 3. do all types of nurses require excellent critical thinking skills, 4. how can i assess my critical thinking skills in nursing.

• Ask relevant questions • Justify opinions • Address and evaluate multiple points of view • Explain assumptions and reasons related to your choice of patient care options

5. Can I Be a Nurse If I Cannot Think Critically?

nursing problem solving strategies

  • Research article
  • Open access
  • Published: 07 October 2020

Impact of social problem-solving training on critical thinking and decision making of nursing students

  • Soleiman Ahmady 1 &
  • Sara Shahbazi   ORCID: orcid.org/0000-0001-8397-6233 2 , 3  

BMC Nursing volume  19 , Article number:  94 ( 2020 ) Cite this article

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The complex health system and challenging patient care environment require experienced nurses, especially those with high cognitive skills such as problem-solving, decision- making and critical thinking. Therefore, this study investigated the impact of social problem-solving training on nursing students’ critical thinking and decision-making.

This study was quasi-experimental research and pre-test and post-test design and performed on 40 undergraduate/four-year students of nursing in Borujen Nursing School/Iran that was randomly divided into 2 groups; experimental ( n  = 20) and control (n = 20). Then, a social problem-solving course was held for the experimental group. A demographic questionnaire, social problem-solving inventory-revised, California critical thinking test, and decision-making questionnaire was used to collect the information. The reliability and validity of all of them were confirmed. Data analysis was performed using SPSS software and independent sampled T-test, paired T-test, square chi, and Pearson correlation coefficient.

The finding indicated that the social problem-solving course positively affected the student’ social problem-solving and decision-making and critical thinking skills after the instructional course in the experimental group ( P  < 0.05), but this result was not observed in the control group ( P  > 0.05).

Conclusions

The results showed that structured social problem-solving training could improve cognitive problem-solving, critical thinking, and decision-making skills. Considering this result, nursing education should be presented using new strategies and creative and different ways from traditional education methods. Cognitive skills training should be integrated in the nursing curriculum. Therefore, training cognitive skills such as problem- solving to nursing students is recommended.

Peer Review reports

Continuous monitoring and providing high-quality care to patients is one of the main tasks of nurses. Nurses’ roles are diverse and include care, educational, supportive, and interventional roles when dealing with patients’ clinical problems [ 1 , 2 ].

Providing professional nursing services requires the cognitive skills such as problem-solving, decision-making and critical thinking, and information synthesis [ 3 ].

Problem-solving is an essential skill in nursing. Improving this skill is very important for nurses because it is an intellectual process which requires the reflection and creative thinking [ 4 ].

Problem-solving skill means acquiring knowledge to reach a solution, and a person’s ability to use this knowledge to find a solution requires critical thinking. The promotion of these skills is considered a necessary condition for nurses’ performance in the nursing profession [ 5 , 6 ].

Managing the complexities and challenges of health systems requires competent nurses with high levels of critical thinking skills. A nurse’s critical thinking skills can affect patient safety because it enables nurses to correctly diagnose the patient’s initial problem and take the right action for the right reason [ 4 , 7 , 8 ].

Problem-solving and decision-making are complex and difficult processes for nurses, because they have to care for multiple patients with different problems in complex and unpredictable treatment environments [ 9 , 10 ].

Clinical decision making is an important element of professional nursing care; nurses’ ability to form effective clinical decisions is the most significant issue affecting the care standard. Nurses build 2 kinds of choices associated with the practice: patient care decisions that affect direct patient care and occupational decisions that affect the work context or teams [ 11 , 12 , 13 , 14 , 15 , 16 ].

The utilization of nursing process guarantees the provision of professional and effective care. The nursing process provides nurses with the chance to learn problem-solving skills through teamwork, health management, and patient care. Problem-solving is at the heart of nursing process which is why this skill underlies all nursing practices. Therefore, proper training of this skill in an undergraduate nursing program is essential [ 17 ].

Nursing students face unique problems which are specific to the clinical and therapeutic environment, causing a lot of stresses during clinical education. This stress can affect their problem- solving skills [ 18 , 19 , 20 , 21 ]. They need to promote their problem-solving and critical thinking skills to meet the complex needs of current healthcare settings and should be able to respond to changing circumstances and apply knowledge and skills in different clinical situations [ 22 ]. Institutions should provide this important opportunity for them.

Despite, the results of studies in nursing students show the weakness of their problem-solving skills, while in complex health environments and exposure to emerging diseases, nurses need to diagnose problems and solve them rapidly accurately. The teaching of these skills should begin in college and continue in health care environments [ 5 , 23 , 24 ].

It should not be forgotten that in addition to the problems caused by the patients’ disease, a large proportion of the problems facing nurses are related to the procedures of the natural life of their patients and their families, the majority of nurses with the rest of health team and the various roles defined for nurses [ 25 ].

Therefore, in addition to above- mentioned issues, other ability is required to deal with common problems in the working environment for nurses, the skill is “social problem solving”, because the term social problem-solving includes a method of problem-solving in the “natural context” or the “real world” [ 26 , 27 ]. In reviewing the existing research literature on the competencies and skills required by nursing students, what attracts a lot of attention is the weakness of basic skills and the lack of formal and systematic training of these skills in the nursing curriculum, it indicates a gap in this area [ 5 , 24 , 25 ]. In this regard, the researchers tried to reduce this significant gap by holding a formal problem-solving skills training course, emphasizing the common social issues in the real world of work. Therefore, this study was conducted to investigate the impact of social problem-solving skills training on nursing students’ critical thinking and decision-making.

Setting and sample

This quasi-experimental study with pretest and post-test design was performed on 40 undergraduate/four-year nursing students in Borujen nursing school in Shahrekord University of Medical Sciences. The periods of data collection were 4 months.

According to the fact that senior students of nursing have passed clinical training and internship programs, they have more familiarity with wards and treatment areas, patients and issues in treatment areas and also they have faced the problems which the nurses have with other health team personnel and patients and their families, they have been chosen for this study. Therefore, this study’s sampling method was based on the purpose, and the sample size was equal to the total population. The whole of four-year nursing students participated in this study and the sample size was 40 members. Participants was randomly divided in 2 groups; experimental ( n  = 20) and control (n = 20).

The inclusion criteria to take part in the present research were students’ willingness to take part, studying in the four-year nursing, not having the record of psychological sickness or using the related drugs (all based on their self-utterance).

Intervention

At the beginning of study, all students completed the demographic information’ questionnaire. The study’s intervening variables were controlled between the two groups [such as age, marital status, work experience, training courses, psychological illness, psychiatric medication use and improving cognitive skills courses (critical thinking, problem- solving, and decision making in the last 6 months)]. Both groups were homogeneous in terms of demographic variables ( P  > 0.05). Decision making and critical thinking skills and social problem solving of participants in 2 groups was evaluated before and 1 month after the intervention.

All questionnaires were anonymous and had an identification code which carefully distributed by the researcher.

To control the transfer of information among the students of two groups, the classification list of students for internships, provided by the head of nursing department at the beginning of semester, was used.

Furthermore, the groups with the odd number of experimental group and the groups with the even number formed the control group and thus were less in contact with each other.

The importance of not transferring information among groups was fully described to the experimental group. They were asked not to provide any information about the course to the students of the control group.

Then, training a course of social problem-solving skills for the experimental group, given in a separate course and the period from the nursing curriculum and was held in 8 sessions during 2 months, using small group discussion, brainstorming, case-based discussion, and reaching the solution in small 4 member groups, taking results of the social problem-solving model as mentioned by D-zurilla and gold fried [ 26 ]. The instructor was an assistant professor of university and had a history of teaching problem-solving courses. This model’ stages are explained in Table  1 .

All training sessions were performed due to the model, and one step of the model was implemented in each session. In each session, the teacher stated the educational objectives and asked the students to share their experiences in dealing to various workplace problems, home and community due to the topic of session. Besides, in each session, a case-based scenario was presented and thoroughly analyzed, and students discussed it.

Instruments

In this study, the data were collected using demographic variables questionnaire and social problem- solving inventory – revised (SPSI-R) developed by D’zurilla and Nezu (2002) [ 26 ], California critical thinking skills test- form B (CCTST; 1994) [ 27 , 28 ] and decision-making questionnaire.

SPSI-R is a self - reporting tool with 52 questions ranging from a Likert scale (1: Absolutely not – 5: very much).

The minimum score maybe 25 and at a maximum of 125, therefore:

The score 25 and 50: weak social problem-solving skills.

The score 50–75: moderate social problem-solving skills.

The score higher of 75: strong social problem-solving skills.

The reliability assessed by repeated tests is between 0.68 and 0.91, and its alpha coefficient between 0.69 and 0.95 was reported [ 26 ]. The structural validity of questionnaire has also been confirmed. All validity analyses have confirmed SPSI as a social problem - solving scale.

In Iran, the alpha coefficient of 0.85 is measured for five factors, and the retest reliability coefficient was obtained 0.88. All of the narratives analyzes confirmed SPSI as a social problem- solving scale [ 29 ].

California critical thinking skills test- form B(CCTST; 1994): This test is a standard tool for assessing the basic skills of critical thinking at the high school and higher education levels (Facione & Facione, 1992, 1998) [ 27 ].

This tool has 34 multiple-choice questions which assessed analysis, inference, and argument evaluation. Facione and Facione (1993) reported that a KR-20 range of 0.65 to 0.75 for this tool is acceptable [ 27 ].

In Iran, the KR-20 for the total scale was 0.62. This coefficient is acceptable for questionnaires that measure the level of thinking ability of individuals.

After changing the English names of this questionnaire to Persian, its content validity was approved by the Board of Experts.

The subscale analysis of Persian version of CCTST showed a positive high level of correlation between total test score and the components (analysis, r = 0.61; evaluation, r = 0.71; inference, r = 0.88; inductive reasoning, r = 0.73; and deductive reasoning, r = 0.74) [ 28 ].

A decision-making questionnaire with 20 questions was used to measure decision-making skills. This questionnaire was made by a researcher and was prepared under the supervision of a professor with psychometric expertise. Five professors confirmed the face and content validity of this questionnaire. The reliability was obtained at 0.87 which confirmed for 30 students using the test-retest method at a time interval of 2 weeks. Each question had four levels and a score from 0.25 to 1. The minimum score of this questionnaire was 5, and the maximum score was 20 [ 30 ].

Statistical analysis

For analyzing the applied data, the SPSS Version 16, and descriptive statistics tests, independent sample T-test, paired T-test, Pearson correlation coefficient, and square chi were used. The significant level was taken P  < 0.05.

The average age of students was 21.7 ± 1.34, and the academic average total score was 16.32 ± 2.83. Other demographic characteristics are presented in Table  2 .

None of the students had a history of psychiatric illness or psychiatric drug use. Findings obtained from the chi-square test showed that there is not any significant difference between the two groups statistically in terms of demographic variables.

The mean scores in social decision making, critical thinking, and decision-making in whole samples before intervention showed no significant difference between the two groups statistically ( P  > 0.05), but showed a significant difference after the intervention ( P  < 0.05) (Table  3 ).

Scores in Table  4 showed a significant positive difference before and after intervention in the “experimental” group ( P  < 0.05), but this difference was not seen in the control group ( P  > 0.05).

Among the demographic variables, only a positive relationship was seen between marital status and decision-making skills (r = 0.72, P  < 0.05).

Also, the scores of critical thinking skill’ subgroups and social problem solving’ subgroups are presented in Tables  5 and 6 which showed a significant positive difference before and after intervention in the “experimental” group (P < 0.05), but this difference was not seen in the control group ( P  > 0.05).

In the present study conducted by some studies, problem-solving and critical thinking and decision-making scores of nursing students are moderate [ 5 , 24 , 31 ].

The results showed that problem-solving skills, critical thinking, and decision-making in nursing students were promoted through a social problem-solving training course. Unfortunately, no study has examined the effect of teaching social problem-solving skills on nursing students’ critical thinking and decision-making skills.

Altun (2018) believes that if the values of truth and human dignity are promoted in students, it will help them acquire problem-solving skills. Free discussion between students and faculty on value topics can lead to the development of students’ information processing in values. Developing self-awareness increases students’ impartiality and problem-solving ability [ 5 ]. The results of this study are consistent to the results of present study.

Erozkan (2017), in his study, reported there is a significant relationship between social problem solving and social self-efficacy and the sub-dimensions of social problem solving [ 32 ]. In the present study, social problem -solving skills training has improved problem -solving skills and its subdivisions.

The results of study by Moshirabadi (2015) showed that the mean score of total problem-solving skills was 89.52 ± 21.58 and this average was lower in fourth-year students than other students. He explained that education should improve students’ problem-solving skills. Because nursing students with advanced problem-solving skills are vital to today’s evolving society [ 22 ]. In the present study, the results showed students’ weakness in the skills in question, and holding a social problem-solving skills training course could increase the level of these skills.

Çinar (2010) reported midwives and nurses are expected to use problem-solving strategies and effective decision-making in their work, using rich basic knowledge.

These skills should be developed throughout one’s profession. The results of this study showed that academic education could increase problem-solving skills of nursing and midwifery students, and final year students have higher skill levels [ 23 ].

Bayani (2012) reported that the ability to solve social problems has a determining role in mental health. Problem-solving training can lead to a level upgrade of mental health and quality of life [ 33 ]; These results agree with the results obtained in our study.

Conducted by this study, Kocoglu (2016) reported nurses’ understanding of their problem-solving skills is moderate. Receiving advice and support from qualified nursing managers and educators can enhance this skill and positively impact their behavior [ 31 ].

Kashaninia (2015), in her study, reported teaching critical thinking skills can promote critical thinking and the application of rational decision-making styles by nurses.

One of the main components of sound performance in nursing is nurses’ ability to process information and make good decisions; these abilities themselves require critical thinking. Therefore, universities should envisage educational and supportive programs emphasizing critical thinking to cultivate their students’ professional competencies, decision-making, problem-solving, and self-efficacy [ 34 ].

The study results of Kirmizi (2015) also showed a moderate positive relationship between critical thinking and problem-solving skills [ 35 ].

Hong (2015) reported that using continuing PBL training promotes reflection and critical thinking in clinical nurses. Applying brainstorming in PBL increases the motivation to participate collaboratively and encourages teamwork. Learners become familiar with different perspectives on patients’ problems and gain a more comprehensive understanding. Achieving these competencies is the basis of clinical decision-making in nursing. The dynamic and ongoing involvement of clinical staff can bridge the gap between theory and practice [ 36 ].

Ancel (2016) emphasizes that structured and managed problem-solving training can increase students’ confidence in applying problem-solving skills and help them achieve self-confidence. He reported that nursing students want to be taught in more innovative ways than traditional teaching methods which cognitive skills training should be included in their curriculum. To this end, university faculties and lecturers should believe in the importance of strategies used in teaching and the richness of educational content offered to students [ 17 ].

The results of these recent studies are adjusted with the finding of recent research and emphasize the importance of structured teaching cognitive skills to nurses and nursing students.

Based on the results of this study on improving critical thinking and decision-making skills in the intervention group, researchers guess the reasons to achieve the results of study in the following cases:

In nursing internationally, problem-solving skills (PS) have been introduced as a key strategy for better patient care [ 17 ]. Problem-solving can be defined as a self-oriented cognitive-behavioral process used to identify or discover effective solutions to a special problem in everyday life. In particular, the application of this cognitive-behavioral methodology identifies a wide range of possible effective solutions to a particular problem and enhancement the likelihood of selecting the most effective solution from among the various options [ 27 ].

In social problem-solving theory, there is a difference among the concepts of problem-solving and solution implementation, because the concepts of these two processes are different, and in practice, they require different skills.

In the problem-solving process, we seek to find solutions to specific problems, while in the implementation of solution, the process of implementing those solutions in the real problematic situation is considered [ 25 , 26 ].

The use of D’zurilla and Goldfride’s social problem-solving model was effective in achieving the study results because of its theoretical foundations and the usage of the principles of cognitive reinforcement skills. Social problem solving is considered an intellectual, logical, effort-based, and deliberate activity [ 26 , 32 ]; therefore, using this model can also affect other skills that need recognition.

In this study, problem-solving training from case studies and group discussion methods, brainstorming, and activity in small groups, was used.

There are significant educational achievements in using small- group learning strategies. The limited number of learners in each group increases the interaction between learners, instructors, and content. In this way, the teacher will be able to predict activities and apply techniques that will lead students to achieve high cognitive taxonomy levels. That is, confront students with assignments and activities that force them to use cognitive processes such as analysis, reasoning, evaluation, and criticism.

In small groups, students are given the opportunity to the enquiry, discuss differences of opinion, and come up with solutions. This method creates a comprehensive understanding of the subject for the student [ 36 ].

According to the results, social problem solving increases the nurses’ decision-making ability and critical thinking regarding identifying the patient’s needs and choosing the best nursing procedures. According to what was discussed, the implementation of this intervention in larger groups and in different levels of education by teaching other cognitive skills and examining their impact on other cognitive skills of nursing students, in the future, is recommended.

Social problem- solving training by affecting critical thinking skills and decision-making of nursing students increases patient safety. It improves the quality of care because patients’ needs are better identified and analyzed, and the best solutions are adopted to solve the problem.

In the end, the implementation of this intervention in larger groups in different levels of education by teaching other cognitive skills and examining their impact on other cognitive skills of nursing students in the future is recommended.

Study limitations

This study was performed on fourth-year nursing students, but the students of other levels should be studied during a cohort from the beginning to the end of course to monitor the cognitive skills improvement.

The promotion of high-level cognitive skills is one of the main goals of higher education. It is very necessary to adopt appropriate approaches to improve the level of thinking. According to this study results, the teachers and planners are expected to use effective approaches and models such as D’zurilla and Goldfride social problem solving to improve problem-solving, critical thinking, and decision-making skills. What has been confirmed in this study is that the routine training in the control group should, as it should, has not been able to improve the students’ critical thinking skills, and the traditional educational system needs to be transformed and reviewed to achieve this goal.

Availability of data and materials

The datasets used and analyzed during the present study are available from the corresponding author on reasonable request.

Abbreviations

California critical thinking skills test

Social problem-solving inventory – revised

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Acknowledgments

This article results from research project No. 980 approved by the Research and Technology Department of Shahrekord University of Medical Sciences. We would like to appreciate to all personnel and students of the Borujen Nursing School. The efforts of all those who assisted us throughout this research.

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SA and SSH conceptualized the study, developed the proposal, coordinated the project, completed initial data entry and analysis, and wrote the report. SSH conducted the statistical analyses. SA and SSH assisted in writing and editing the final report. All authors read and approved the final manuscript.

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Ahmady, S., Shahbazi, S. Impact of social problem-solving training on critical thinking and decision making of nursing students. BMC Nurs 19 , 94 (2020). https://doi.org/10.1186/s12912-020-00487-x

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Making Decisions and Solving Problems

CHAPTER 6 Making Decisions and Solving Problems Rose Aguilar Welch This chapter describes the key concepts related to problem solving and decision making. The primary steps of the problem-solving and decision-making processes, as well as analytical tools used for these processes, are explored. Moreover, strategies for individual or group problem solving and decision making are presented. Objectives •  Apply a decision-making format to list options to solve a problem, identify the pros and cons of each option, rank the options, and select the best option. •  Evaluate the effect of faulty information gathering on a decision-making experience. •  Analyze the decision-making style of a nurse leader/manager. •  Critique resources on the Internet that focus on critical thinking, problem solving, and decision making. Terms to Know autocratic creativity critical thinking decision making democratic optimizing decision participative problem solving satisficing decision The Challenge Vickie Lemmon RN, MSN Director of Clinical Strategies and Operations, WellPoint, Inc., Ventura, California Healthcare managers today are faced with numerous and complex issues that pertain to providing quality services for patients within a resource-scarce environment. Stress levels among staff can escalate when problems are not resolved, leading to a decrease in morale, productivity, and quality service. This was the situation I encountered in my previous job as administrator for California Children Services (CCS). When I began my tenure as the new CCS administrator, staff expressed frustration and dissatisfaction with staffing, workload, and team communications. This was evidenced by high staff turnover, lack of teamwork, customer complaints, unmet deadlines for referral and enrollment cycle times, and poor documentation. The team was in crisis, characterized by in-fighting, blaming, lack of respectful communication, and lack of commitment to program goals and objectives. I had not worked as a case manager in this program. It was hard for me to determine how to address the problems the staff presented to me. I wanted to be fair but thought that I did not have enough information to make immediate changes. My challenge was to lead this team to greater compliance with state-mandated performance measures. What do you think you would do if you were this nurse? Introduction Problem solving and decision making are essential skills for effective nursing practice. Carol Huston (2008) identified “expert decision-making skills” as one of the eight vital leadership competencies for 2020. These processes not only are involved in managing and delivering care but also are essential for engaging in planned change. Myriad technologic, social, political, and economic changes have dramatically affected health care and nursing. Increased patient acuity, shorter hospital stays, shortage of healthcare providers, increased technology, greater emphasis on quality and patient safety, and the continuing shift from inpatient to ambulatory and home health care are some of the changes that require nurses to make rational and valid decisions. Moreover, increased diversity in patient populations, employment settings, and types of healthcare providers demands efficient and effective decision making and problem solving. More emphasis is now placed on involving patients in decision making and problem solving and using multidisciplinary teams to achieve results. Nurses must possess the basic knowledge and skills required for effective problem solving and decision making. These competencies are especially important for nurses with leadership and management responsibilities. Definitions Problem solving and decision making are not synonymous terms. However, the processes for engaging in both processes are similar. Both skills require critical thinking, which is a high-level cognitive process, and both can be improved with practice. Decision making is a purposeful and goal-directed effort that uses a systematic process to choose among options. Not all decision making begins with a problem situation. Instead, the hallmark of decision making is the identification and selection of options or alternatives. Problem solving, which includes a decision-making step, is focused on trying to solve an immediate problem, which can be viewed as a gap between “what is” and “what should be.” Effective problem solving and decision making are predicated on an individual’s ability to think critically. Although critical thinking has been defined in numerous ways, Scriven and Paul (2007) refer to it as “ the intellectually disciplined process of actively and skillfully conceptualizing, applying, analyzing, synthesizing, and/or evaluating information gathered from, or generated by, observation, experience, reflection, reasoning, or communication, as a guide to belief and action.” Effective critical thinkers are self-aware individuals who strive to improve their reasoning abilities by asking “why,” “what,” or “how.” A nurse who questions why a patient is restless is thinking critically. Compare the analytical abilities of a nurse who assumes a patient is restless because of anxiety related to an upcoming procedure with those of a nurse who asks if there could be another explanation and proceeds to investigate possible causes. It is important for nurse leaders and managers to assess staff members’ ability to think critically and enhance their knowledge and skills through staff-development programs, coaching, and role modeling. Establishing a positive and motivating work environment can enhance attitudes and dispositions to think critically. Creativity is essential for the generation of options or solutions. Creative individuals can conceptualize new and innovative approaches to a problem or issue by being more flexible and independent in their thinking. It takes just one person to plant a seed for new ideas to generate . The model depicted in Figure 6-1 demonstrates the relationship among related concepts such as professional judgment, decision making, problem solving, creativity, and critical thinking. Sound clinical judgment requires critical or reflective thinking. Critical thinking is the concept that interweaves and links the others. An individual, through the application of critical-thinking skills, engages in problem solving and decision making in an environment that can promote or inhibit these skills. It is the nurse leader’s and manager’s task to model these skills and promote them in others. FiGURE 6-1 Problem-solving and decision-making model. Decision Making This section presents an overview of concepts related to decision models, decision-making styles, factors affecting decision making, group decision making (advantages and challenges), and strategies and tools. The phases of the decision-making process include defining objectives, generating options, identifying advantages and disadvantages of each option, ranking the options, selecting the option most likely to achieve the predefined objectives, implementing the option, and evaluating the result. Box 6-1 contains a form that can be used to complete these steps. BOX 6-1    Decision-Making Format Objective: _____________________________________ Options Advantages Disadvantages Ranking                                 Add more rows as necessary. Rank priority of options, with “1” being most preferred. Select the best option. Implementation plan: ______________________________________________________________________________ Evaluation plan: __________________________________________________________________________________ A poor-quality decision is likely if the objectives are not clearly identified or if they are inconsistent with the values of the individual or organization. Lewis Carroll illustrates the essential step of defining the goal, purpose, or objectives in the following excerpt from Alice’s Adventures in Wonderland: One day Alice came to a fork in the road and saw a Cheshire Cat in a tree. “Which road do I take?” she asked. His response was a question: “Where do you want to go?” “I don’t know,” Alice answered. “Then,” said the cat, “it doesn’t matter.” Decision Models The decision model that a nurse uses depends on the circumstances. Is the situation routine and predictable or complex and uncertain? Is the goal of the decision to make a decision conservatively that is just good enough or one that is optimal? If the situation is fairly routine, nurse leaders and managers can use a normative or prescriptive approach. Agency policy, standard procedures, and analytical tools can be applied to situations that are structured and in which options are known. If the situation is subjective, non-routine, and unstructured or if outcomes are unknown or unpredictable, the nurse leader and manager may need to take a different approach. In this case, a descriptive or behavioral approach is required. More information will need to be gathered to address the situation effectively. Creativity, experience, and group process are useful in dealing with the unknown. In the business world, Camillus described complex problems that are difficult to describe or resolve as “wicked” (as cited in Huston, 2008 ). This term is apt in describing the issues that nurse leaders face. In these situations, it is especially important for nurse leaders to seek expert opinion and involve key stakeholders. Another strategy is satisficing. In this approach, the decision maker selects the solution that minimally meets the objective or standard for a decision. It allows for quick decisions and may be the most appropriate when time is an issue. Optimizing is a decision style in which the decision maker selects the option that is best, based on an analysis of the pros and cons associated with each option. A better decision is more likely using this approach, although it does take longer to arrive at a decision. For example, a nursing student approaching graduation is contemplating seeking employment in one of three acute care hospitals located within a 40-mile radius of home. The choices are a medium-size, not-for-profit community hospital; a large, corporate-owned hospital; and a county facility. A satisficing decision might result if the student nurse picked the hospital that offered a decent salary and benefit packet or the one closest to home. However, an optimizing decision is more likely to occur if the student nurse lists the pros and cons of each acute care hospital being considered such as salary, benefits, opportunities for advancement, staff development, and mentorship programs. Decision-Making Styles The decision-making style of a nurse manager is similar to the leadership style that the manager is likely to use. A manager who leans toward an autocratic style may choose to make decisions independent of the input or participation of others. This has been referred to as the “decide and announce” approach, an authoritative style. On the other hand, a manager who uses a democratic or participative approach to management involves the appropriate personnel in the decision-making process. It is imperative for managers to involve nursing personnel in making decisions that affect patient care. One mechanism for doing so is by seeking nursing representation on various committees or task forces. Participative management has been shown to increase work performance and productivity, decrease employee turnover, and enhance employee satisfaction. Any decision style can be used appropriately or inappropriately. Like the tenets of situational leadership theory, the situation and circumstances should dictate which decision-making style is most appropriate. A Code Blue is not the time for managers to democratically solicit volunteers for chest compressions! The autocratic method results in more rapid decision making and is appropriate in crisis situations or when groups are likely to accept this type of decision style. However, followers are generally more supportive of consultative and group approaches. Although these approaches take more time, they are more appropriate when conflict is likely to occur, when the problem is unstructured, or when the manager does not have the knowledge or skills to solve the problem. Exercise 6-1 Interview colleagues about their most preferred decision-making model and style. What barriers or obstacles to effective decision making have your colleagues encountered? What strategies are used to increase the effectiveness of the decisions made? Based on your interview, is the style effective? Why or why not? Factors Affecting Decision Making Numerous factors affect individuals and groups in the decision-making process. Tanner (2006) conducted an extensive review of the literature to develop a Clinical Judgment Model. Out of the research, she concluded that five principle factors influence decision making. (See the Literature Perspective below.) Literature Perspective Resource: Tanner, C. A. (2006). Thinking like a nurse: A research-based model of clinical judgment in nursing. Journal of Nursing Education, 45 (6), 204-211. Tanner engaged in an extensive review of 200 studies focusing on clinical judgment and clinical decision making to derive a model of clinical judgment that can be used as a framework for instruction. The first review summarized 120 articles and was published in 1998. The 2006 article reviewed an additional 71 studies published since 1998. Based on an analysis of the entire set of articles, Tanner proposed five conclusions which are listed below. The reader is referred to the article for detailed explanation of each of the five conclusions. The author considers clinical judgment as a “problem-solving activity.” She notes that the terms “clinical judgment,” “problem solving,” “decision making,” and “critical thinking” are often used interchangeably. For the purpose of aiding in the development of the model, Tanner defined clinical judgment as actions taken based on the assessment of the patient’s needs. Clinical reasoning is the process by which nurses make their judgments (e.g., the decision-making process of selecting the most appropriate option) ( Tanner, 2006 , p. 204): 1.  Clinical judgments are more influenced by what nurses bring to the situation than the objective data about the situation at hand. 2.  Sound clinical judgment rests to some degree on knowing the patient and his or her typical pattern of responses, as well as an engagement with the patient and his or her concerns. 3.  Clinical judgments are influenced by the context in which the situation occurs and the culture of the nursing care unit. 4.  Nurses use a variety of reasoning patterns alone or in combination. 5.  Reflection on practice is often triggered by a breakdown in clinical judgment and is critical for the development of clinical knowledge and improvement in clinical reasoning. The Clinical Judgment Model developed through the review of the literature involves four steps that are similar to problem-solving and decision-making steps described in this chapter. The model starts with a phase called “Noticing.” In this phase, the nurse comes to expect certain responses resulting from knowledge gleaned from similar patient situations, experiences, and knowledge. External factors influence nurses in this phase such as the complexity of the environment and values and typical practices within the unit culture. The second phase of the model is “Interpreting,” during which the nurse understands the situation that requires a response. The nurse employs various reasoning patterns to make sense of the issue and to derive an appropriate action plan. The third phase is “Responding,” during which the nurse decides on the best option for handling the situation. This is followed by the fourth phase, “Reflecting,” during which the nurse assesses the patient’s responses to the actions taken. Tanner emphasized that “reflection-in-action” and “reflection-on-action” are major processes required in the model. Reflection-in-action is real-time reflection on the patient’s responses to nursing action with modifications to the plan based on the ongoing assessment. On the other hand, reflection-on-action is a review of the experience, which promotes learning for future similar experiences. Nurse educators and managers can employ this model with new and experienced nurses to aid in understanding thought processes involved in decision making. As Tanner (2006) so eloquently concludes, “If we, as nurse educators, help our students understand and develop as moral agents, advance their clinical knowledge through expert guidance and coaching, and become habitual in reflection-on-practice, they will have learned to think like a nurse” ( p. 210 ). Implications for Practice Nurse educators and managers can employ this model with new and experienced nurses to aid in understanding thought processes involved in decision making. For example, students and practicing nurses can be encouraged to maintain reflective journals to record observations and impressions from clinical experiences. In clinical post-conferences or staff development meetings, the nurse educator and manager can engage them in applying to their lived experiences the five conclusions Tanner proposed. The ultimate goal of analyzing their decisions and decision-making processes is to improve clinical judgment, problem-solving, decision-making, and critical-thinking skills. Internal and external factors can influence how the situation is perceived. Internal factors include variables such as the decision maker’s physical and emotional state, personal philosophy, biases, values, interests, experience, knowledge, attitudes, and risk-seeking or risk-avoiding behaviors. External factors include environmental conditions, time, and resources. Decision-making options are externally limited when time is short or when the environment is characterized by a “we’ve always done it this way” attitude. Values affect all aspects of decision making, from the statement of the problem/issue through the evaluation. Values, determined by one’s cultural, social, and philosophical background, provide the foundation for one’s ethical stance. The steps for engaging in ethical decision making are similar to the steps described earlier; however, alternatives or options identified in the decision-making process are evaluated with the use of ethical resources. Resources that can facilitate ethical decision making include institutional policy; principles such as autonomy, nonmaleficence, beneficence, veracity, paternalism, respect, justice, and fidelity; personal judgment; trusted co-workers; institutional ethics committees; and legal precedent. Certain personality factors, such as self-esteem and self-confidence, affect whether one is willing to take risks in solving problems or making decisions. Keynes (2008) asserts that individuals may be influenced based on social pressures. For example, are you inclined to make decisions to satisfy people to whom you are accountable or from whom you feel social pressure? Characteristics of an effective decision maker include courage, a willingness to take risks, self-awareness, energy, creativity, sensitivity, and flexibility. Ask yourself, “Do I prefer to let others make the decisions? Am I more comfortable in the role of ‘follower’ than leader? If so, why?” Exercise 6-2 Identify a current or past situation that involved resource allocation, end-of-life issues, conflict among healthcare providers or patient/family/significant others, or some other ethical dilemma. Describe how the internal and external factors previously described influenced the decision options, the option selected, and the outcome. Group Decision Making There are two primary criteria for effective decision making. First, the decision must be of a high quality; that is, it achieves the predefined goals, objectives, and outcomes. Second, those who are responsible for its implementation must accept the decision. Higher-quality decisions are more likely to result if groups are involved in the problem-solving and decision-making process. In reality, with the increased focus on quality and safety, decisions cannot be made alone. When individuals are allowed input into the process, they tend to function more productively and the quality of the decision is generally superior. Taking ownership of the process and outcome provides a smoother transition. Multidisciplinary teams should be used in the decision-making process, especially if the issue, options, or outcome involves other disciplines. Research findings suggest that groups are more likely to be effective if members are actively involved, the group is cohesive, communication is encouraged, and members demonstrate some understanding of the group process. In deciding to use the group process for decision making, it is important to consider group size and composition. If the group is too small, a limited number of options will be generated and fewer points of view expressed. Conversely, if the group is too large, it may lack structure, and consensus becomes more difficult. Homogeneous groups may be more compatible; however, heterogeneous groups may be more successful in problem solving. Research has demonstrated that the most productive groups are those that are moderately cohesive. In other words, divergent thinking is useful to create the best decision. For groups to be able to work effectively, the group facilitator or leader should carefully select members on the basis of their knowledge and skills in decision making and problem solving. Individuals who are aggressive, are authoritarian, or manifest self-oriented behaviors tend to decrease the effectiveness of groups. The nurse leader or manager should provide a nonthreatening and positive environment in which group members are encouraged to participate actively. Using tact and diplomacy, the facilitator can control aggressive individuals who tend to monopolize the discussion and can encourage more passive individuals to contribute by asking direct, open-ended questions. Providing positive feedback such as “You raised a good point,” protecting members and their suggestions from attack, and keeping the group focused on the task are strategies that create an environment conducive to problem solving. Advantages of Group Decision Making The advantages of group decision making are numerous. The adage “two heads are better than one” illustrates that when individuals with different knowledge, skills, and resources collaborate to solve a problem or make a decision, the likelihood of a quality outcome is increased. More ideas can be generated by groups than by individuals functioning alone. In addition, when followers are directly involved in this process, they are more apt to accept the decision, because they have an increased sense of ownership or commitment to the decision. Implementing solutions becomes easier when individuals have been actively involved in the decision-making process. Involvement can be enhanced by making information readily available to the appropriate personnel, requesting input, establishing committees and task forces with broad representation, and using group decision-making techniques. The group leader must establish with the participants what decision rule will be followed. Will the group strive to achieve consensus, or will the majority rule? In determining which decision rule to use, the group leader should consider the necessity for quality and acceptance of the decision. Achieving both a high-quality and an acceptable decision is possible, but it requires more involvement and approval from individuals affected by the decision. Groups will be more committed to an idea if it is derived by consensus rather than as an outcome of individual decision making or majority rule. Consensus requires that all participants agree to go along with the decision. Although achieving consensus requires considerable time, it results in both high-quality and high-acceptance decisions and reduces the risk of sabotage. Majority rule can be used to compromise when 100% agreement cannot be achieved. This method saves time, but the solution may only partially achieve the goals of quality and acceptance. In addition, majority rule carries certain risks. First, if the informal group leaders happen to fall in the minority opinion, they may not support the decision of the majority. Certain members may go so far as to build coalitions to gain support for their position and block the majority choice. After all, the majority may represent only 51% of the group. In addition, group members may support the position of the formal leader, although they do not agree with the decision, because they fear reprisal or they wish to obtain the leader’s approval. In general, as the importance of the decision increases, so does the percentage of group members required to approve it. To secure the support of the group, the leader should maintain open communication with those affected by the decision and be honest about the advantages and disadvantages of the decision. The leader should also demonstrate how the advantages outweigh the disadvantages, suggest ways the unwanted outcomes can be minimized, and be available to assist when necessary.

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The influencing factors of clinical nurses' problem solving dilemma: a qualitative study

Affiliations.

  • 1 Department of Nursing, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China.
  • 2 Tongji University School of Medicine, Shanghai, China.
  • 3 Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
  • PMID: 36120892
  • PMCID: PMC9518267
  • DOI: 10.1080/17482631.2022.2122138

Purpose: Problem solving has been defined as "a goal-directed sequence of cognitive and affective operations as well as behavioural responses to adapting to internal or external demands or challenges. Studies have shown that some nurses lack rational thinking and decision-making ability to identify patients' health problems and make clinical judgements, and have poor cognition and response to some clinical problems, easy to fall into problem-solving dilemma. This study aimed to understand the influencing factors of clinical nurses' problem solving dilemma, to provide a basis for developing training strategies and improving the ability of clinical nurses in problem solving.

Methods: A qualitative research was conducted using in-depth interviews from August 2020 to December 2020. A total of 14 participants from a tertiary hospital in Shanghai, China were recruited through purposive sampling combined with a maximum variation strategy. Data were analysed with the conventional content analysis method.

Results: Three themes and seven subthemes were extracted: nurse's own factors (differences in knowledge structure and thinking, differences in professional values, poor strain capacity); improper nursing management (low sense of organizational support, contradiction between large workload and insufficient manpower allocation); patient factors (the concept of emphasizing medicine and neglecting to nurse, individual differences of patients).

Conclusion: The influencing factors of clinical nurses' problem-solving dilemma are diverse. Hospital managers and nursing educators should pay attention to the problem-solving of clinical nurses, carry out a series of training and counselling of nurses by using the method of situational simulation, optimize the nursing management mode, learn to use new media technology to improve the credibility of nurses to provide guarantee for effective problem-solving of clinical nurses.

Keywords: Nurse; problem solving; qualitative research.

  • Problem Solving*
  • Qualitative Research

Grants and funding

The Nursing Process: A Comprehensive Guide

Nursing Process

In 1958, Ida Jean Orlando began developing the nursing process still evident in nursing care today. According to Orlando’s theory, the patient’s behavior sets the nursing process in motion. Through the nurse’s knowledge to analyze and diagnose the behavior to determine the patient’s needs.

Application of the fundamental principles of critical thinking, client-centered approaches to treatment, goal-oriented tasks, evidence-based practice (EBP) recommendations, and nursing intuition, the nursing process functions as a systematic guide to client-centered care with five subsequent steps. These are assessment , diagnosis, planning, implementation, and evaluation ( ADPIE ).

Table of Contents

What is the nursing process.

  • What is the purpose of the nursing process? 

Characteristics of the nursing process

Nursing process steps, collecting data, objective data or signs, subjective data or symptoms, verbal data, nonverbal data, primary source, secondary source, tertiary source, health interview, physical examination, observation, validating data, documenting data.

  • 2. Diagnosis: “What is the problem?” 

Initial Planning

Ongoing planning, discharge planning, developing a nursing care plan, behavioral nursing interventions, community nursing interventions, family nursing interventions, health system nursing interventions, physiological nursing interventions, safety nursing interventions, skills used in implementing nursing care, 1. reassessing the client, 2. determining the nurse’s need for assistance, nursing intervention categories, independent nursing interventions, dependent nursing interventions, interdependent nursing interventions, 4. supervising the delegated care, 5. documenting nursing activities, 1. collecting data, 2. comparing data with desired outcomes, 3. analyzing client’s response relating to nursing activities, 4. identifying factors contributing to success or failure, 5. continuing, modifying, or terminating the nursing care plan, 6. discharge planning.

ADPIE Nursing Process Infographic

The nursing process is defined as a systematic, rational method of planning that guides all nursing actions in delivering holistic and patient-focused care. The nursing process is a form of scientific reasoning and requires the nurse’s critical thinking to provide the best care possible to the client.

What is the purpose of the nursing process?

The following are the purposes of the nursing process:

  • To identify the client’s health status and actual or potential health care problems or needs (through assessment).
  • To establish plans to meet the identified needs.
  • To deliver specific nursing interventions to meet those needs.
  • To apply the best available caregiving evidence and promote human functions and responses to health and illness (ANA, 2010).
  • To protect nurses against legal problems related to nursing care when the standards of the nursing process are followed correctly.
  • To help the nurse perform in a systematically organized way their practice.
  • To establish a database about the client’s health status, health concerns, response to illness, and the ability to manage health care needs.

The following are the unique characteristics of the nursing process: 

  • Patient-centered . The unique approach of the nursing process requires care respectful of and responsive to the individual patient’s needs, preferences, and values. The nurse functions as a patient advocate by keeping the patient’s right to practice informed decision-making and maintaining patient-centered engagement in the health care setting.
  • Interpersonal . The nursing process provides the basis for the therapeutic process in which the nurse and patient respect each other as individuals, both of them learning and growing due to the interaction. It involves the interaction between the nurse and the patient with a common goal.
  • Collaborative . The nursing process functions effectively in nursing and inter-professional teams, promoting open communication, mutual respect, and shared decision-making to achieve quality patient care.
  • Dynamic and cyclical .The nursing process is a dynamic, cyclical process in which each phase interacts with and is influenced by the other phases.
  • Requires critical thinking . The use of the nursing process requires critical thinking which is a vital skill required for nurses in identifying client problems and implementing interventions to promote effective care outcomes.

The nursing process consists of five steps: assessment, diagnosis, planning, implementation, and evaluation. The acronym ADPIE is an easy way to remember the components of the nursing process. Nurses need to learn how to apply the process step-by-step. However, as critical thinking develops through experience, they learn how to move back and forth among the steps of the nursing process.

The steps of the nursing process are not separate entities but overlapping, continuing subprocesses. Apart from understanding nursing diagnoses and their definitions, the nurse promotes awareness of defining characteristics and behaviors of the diagnoses, related factors to the selected nursing diagnoses, and the interventions suited for treating the diagnoses.

The steps of the nursing process are detailed below:

1. Assessment: “What data is collected?”

The first phase of the nursing process is assessment . It involves collecting, organizing, validating, and documenting the clients’ health status. This data can be obtained in a variety of ways. Usually, when the nurse first encounters a patient, the nurse is expected to assess to identify the patient’s health problems as well as the physiological, psychological, and emotional state and to establish a database about the client’s response to health concerns or illness and the ability to manage health care needs. Critical thinking skills are essential to the assessment, thus requiring concept-based curriculum changes.

Data collection is the process of gathering information regarding a client’s health status. The process must be systematic and continuous in collecting data to prevent the omission of important information concerning the client.

The best way to collect data is through head-to-toe assessment. Learn more about it at our guide: Head to Toe Assessment: Complete Physical Assessment Guide

Types of Data

Data collected about a client generally falls into objective or subjective categories, but data can also be verbal and nonverbal. 

Objective data are overt, measurable, tangible data collected via the senses, such as sight, touch, smell, or hearing, and compared to an accepted standard, such as vital signs, intake and output , height and weight, body temperature, pulse, and respiratory rates, blood pressure, vomiting , distended abdomen, presence of edema , lung sounds, crying, skin color, and presence of diaphoresis.

Subjective data involve covert information, such as feelings, perceptions, thoughts, sensations, or concerns that are shared by the patient and can be verified only by the patient, such as nausea , pain , numbness, pruritus, attitudes, beliefs, values, and perceptions of the health concern and life events.

Verbal data are spoken or written data such as statements made by the client or by a secondary source. Verbal data requires the listening skills of the nurse to assess difficulties such as slurring, tone of voice, assertiveness, anxiety , difficulty in finding the desired word, and flight of ideas.

Nonverbal data are observable behavior transmitting a message without words, such as the patient’s body language, general appearance, facial expressions, gestures, eye contact, proxemics (distance), body language, touch, posture, clothing. Nonverbal data obtained can sometimes be more powerful than verbal data, as the client’s body language may not be congruent with what they really think or feel. Obtaining and analyzing nonverbal data can help reinforce other forms of data and understand what the patient really feels.

Sources of Data

Sources of data can be primary, secondary, and tertiary . The client is the primary source of data, while family members, support persons, records and reports, other health professionals, laboratory and diagnostics fall under secondary sources.

The client is the only primary source of data and the only one who can provide subjective data. Anything the client says or reports to the members of the healthcare team is considered primary.

A source is considered secondary data if it is provided from someone else other than the client but within the client’s frame of reference. Information provided by the client’s family or significant others are considered secondary sources of data if the client cannot speak for themselves, is lacking facts and understanding, or is a child. Additionally, the client’s records and assessment data from other nurses or other members of the healthcare team are considered secondary sources of data.

Sources from outside the client’s frame of reference are considered tertiary sources of data . Examples of tertiary data include information from textbooks, medical and nursing journals, drug handbooks, surveys, and policy and procedural manuals.

Methods of Data Collection

The main methods used to collect data are health interviews, physical examination, and observation.

The most common approach to gathering important information is through an interview. An interview is an intended communication or a conversation with a purpose, for example, to obtain or provide information, identify problems of mutual concern, evaluate change, teach, provide support, or provide counseling or therapy. One example of the interview is the nursing health history, which is a part of the nursing admission assessment. Patient interaction is generally the heaviest during the assessment phase of the nursing process so rapport must be established during this step.

Aside from conducting interviews, nurses will perform physical examinations, referencing a patient’s health history, obtaining a patient’s family history, and general observation can also be used to gather assessment data. Establishing a good physical assessment would, later on, provide a more accurate diagnosis, planning, and better interventions and evaluation.

Observation is an assessment tool that depends on the use of the five senses (sight, touch, hearing, smell, and taste) to learn information about the client. This information relates to characteristics of the client’s appearance, functioning, primary relationships, and environment. Although nurses observe mainly through sight, most of the senses are engaged during careful observations such as smelling foul odors, hearing or auscultating lung and heart sounds and feeling the pulse rate and other palpable skin deformations.

Validation is the process of verifying the data to ensure that it is accurate and factual. One way to validate observations is through “double-checking,” and it allows the nurse to complete the following tasks:

  • Ensures that assessment information is double-checked, verified, and complete. For example, during routine assessment, the nurse obtains a reading of 210/96 mm Hg of a client with no history of hypertension . To validate the data, the nurse should retake the blood pressure and if necessary, use another equipment to confirm the measurement or ask someone else to perform the assessment.
  • Ensure that objective and related subjective data are valid and accurate. For example, the client’s perceptions of “feeling hot” need to be compared with the measurement of the body temperature.
  • Ensure that the nurse does not come to a conclusion without adequate data to support the conclusion. A nurse assumes tiny purple or bluish-black swollen areas under the tongue of an older adult client to be abnormal until reading about physical changes of aging.
  • Ensure that any ambiguous or vague statements are clarified. For example, a 86-year-old female client who is not a native English speaker says that “I am in pain on and off for 4 weeks,” would require verification for clarity from the nurse by asking “Can you describe what your pain is like? What do you mean by on and off?”
  • Acquire additional details that may have been overlooked. For example, the nurse is asking a 32-year-old client if he is allergic to any prescription or non-prescription medications. And what would happen if he takes these medications.
  • Distinguish between cues and inferences. Cues are subjective or objective data that can be directly observed by the nurse; that is, what the client says or what the nurse can see, hear, feel, smell, or measure. On the other hand, inferences are the nurse’s interpretation or conclusions made based on the cues. For example, the nurse observes the cues that the incision is red, hot, and swollen and makes an inference that the incision is infected.

Once all the information has been collected, data can be recorded and sorted. Excellent record-keeping is fundamental so that all the data gathered is documented and explained in a way that is accessible to the whole health care team and can be referenced during evaluation. 

2. Diagnosis: “What is the problem?”

The second step of the nursing process is the nursing diagnosis . The nurse will analyze all the gathered information and diagnose the client’s condition and needs. Diagnosing involves analyzing data, identifying health problems, risks, and strengths, and formulating diagnostic statements about a patient’s potential or actual health problem. More than one diagnosis is sometimes made for a single patient. Formulating a nursing diagnosis by employing clinical judgment assists in the planning and implementation of patient care.

The types, components, processes, examples, and writing nursing diagnosis are discussed more in detail here “ Nursing Diagnosis Guide: All You Need To Know To Master Diagnosing ”

3. Planning: “How to manage the problem?”

Planning is the third step of the nursing process. It provides direction for nursing interventions. When the nurse, any supervising medical staff, and the patient agree on the diagnosis, the nurse will plan a course of treatment that takes into account short and long-term goals. Each problem is committed to a clear, measurable goal for the expected beneficial outcome. 

The planning phase is where goals and outcomes are formulated that directly impact patient care based on evidence-based practice (EBP) guidelines. These patient-specific goals and the attainment of such assist in ensuring a positive outcome. Nursing care plans are essential in this phase of goal setting. Care plans provide a course of direction for personalized care tailored to an individual’s unique needs. Overall condition and comorbid conditions play a role in the construction of a care plan. Care plans enhance communication, documentation, reimbursement, and continuity of care across the healthcare continuum.

Types of Planning

Planning starts with the first client contact and resumes until the nurse-client relationship ends, preferably when the client is discharged from the health care facility.

Initial planning is done by the nurse who conducts the admission assessment. Usually, the same nurse would be the one to create the initial comprehensive plan of care.

Ongoing planning is done by all the nurses who work with the client. As a nurse obtain new information and evaluate the client’s responses to care, they can individualize the initial care plan further. An ongoing care plan also occurs at the beginning of a shift. Ongoing planning allows the nurse to:

  • determine if the client’s health status has changed
  • set priorities for the client during the shift
  • decide which problem to focus on during the shift
  • coordinate with nurses to ensure that more than one problem can be addressed at each client contact

Discharge planning is the process of anticipating and planning for needs after discharge. To provide continuity of care, nurses need to accomplish the following:

  • Start discharge planning for all clients when they are admitted to any health care setting.
  • Involve the client and the client’s family or support persons in the planning process.
  • Collaborate with other health care professionals as needed to ensure that biopsychosocial, cultural, and spiritual needs are met.

A nursing care plan (NCP) is a formal process that correctly identifies existing needs and recognizes potential needs or risks. Care plans provide communication among nurses, their patients, and other healthcare providers to achieve health care outcomes. Without the nursing care planning process, the quality and consistency of patient care would be lost.

The planning step of the nursing process is discussed in detail in Nursing Care Plans (NCP): Ultimate Guide and Database .

4. Implementation : “Putting the plan into action!”

The implementation phase of the nursing process is when the nurse puts the treatment plan into effect. It involves action or doing and the actual carrying out of nursing interventions outlined in the plan of care. This typically begins with the medical staff conducting any needed medical interventions. 

Interventions should be specific to each patient and focus on achievable outcomes. Actions associated with a nursing care plan include monitoring the patient for signs of change or improvement, directly caring for the patient or conducting important medical tasks such as medication administration , educating and guiding the patient about further health management, and referring or contacting the patient for a follow-up.

A taxonomy of nursing interventions referred to as the Nursing Interventions Classification (NIC) taxonomy, was developed by the Iowa Intervention Project. The nurse can look up a client’s nursing diagnosis to see which nursing interventions are recommended. 

Nursing Interventions Classification (NIC) System

There are more than 550 nursing intervention labels that nurses can use to provide the proper care to their patients. These interventions are categorized into seven fields or classes of interventions according to the Nursing Interventions Classification system.

These are interventions designed to help a patient change their behavior. With behavioral interventions, in contrast, patient behavior is the key and the goal is to modify it. The following measures are examples of behavioral nursing interventions:

  • Encouraging stress and relaxation techniques
  • Providing support to quit smoking
  • Engaging the patient in some form of physical activity , like walking, to reduce the patient’s anxiety, anger, and hostility

These are interventions that refer to the community-wide approach to health behavior change. Instead of focusing mainly on the individual as a change agent, community interventionists recognize a host of other factors that contribute to an individual’s capacity to achieve optimal health, such as:

  • Implementing an education program for first-time mothers
  • Promoting diet and physical activities
  • Initiating HIV awareness and violence-prevention programs
  • Organizing a fun run to raise money for breast cancer research 

These are interventions that influence a patient’s entire family.

  • Implementing a family-centered approach in reducing the threat of illness spreading when one family member is diagnosed with a communicable disease
  • Providing a nursing woman support in breastfeeding her new baby
  • Educating family members about caring for the patient

These are interventions that designed to maintain a safe medical facility for all patients and staff, such as:

  • Following procedures to reduce the risk of infection for patients during hospital stays.
  • Ensuring that the patient’s environment is safe and comfortable, such as repositioning them to avoid pressure ulcers in bed

These are interventions related to a patient’s physical health to make sure that any physical needs are being met and that the patient is in a healthy condition. These nursing interventions are classified into two types: basic and complex.

  • Basic. Basic interventions regarding the patient’s physical health include hands-on procedures ranging from feeding to hygiene assistance.
  • Complex. Some physiological nursing interventions are more complex, such as the insertion of an IV line to administer fluids to a dehydrated patient.

These are interventions that maintain a patient’s safety and prevent injuries, such as:

  • Educating a patient about how to call for assistance if they are not able to safely move around on their own
  • Providing instructions for using assistive devices such as walkers or canes, or how to take a shower safely.

When implementing care, nurses need cognitive, interpersonal, and technical skills to perform the care plan successfully.

  • Cognitive Skills are also known as Intellectual Skills are skills involve learning and understanding fundamental knowledge including basic sciences, nursing procedures, and their underlying rationale before caring for clients. Cognitive skills also include problem-solving, decision-making, critical thinking, clinical reasoning, and creativity.
  • Interpersonal Skills are skills that involve believing, behaving, and relating to others. The effectiveness of a nursing action usually leans mainly on the nurse’s ability to communicate with the patient and the members of the health care team.
  • Technical Skills are purposeful “hands-on” skills such as changing a sterile dressing, administering an injection, manipulating equipment, bandaging, moving, lifting, and repositioning clients. All of these activities require safe and competent performance.

Process of Implementing

The process of implementing typically includes the following:

Prior to implementing an intervention, the nurse must reassess the client to make sure the intervention is still needed. Even if an order is written on the care plan, the client’s condition may have changed.

Other nursing tasks or activities may also be performed by non-RN members of the healthcare team. Members of this team may include unlicensed assistive personnel (UAP) and caregivers , as well as other licensed healthcare workers, such as licensed practical nurses/licensed vocational nurses (LPNs/LVNs). The nurse may need assistance when implementing some nursing intervention, such as ambulating an unsteady obese client, repositioning a client, or when a nurse is not familiar with a particular model of traction equipment needs assistance the first time it is applied.

3. Implementing the nursing interventions

Nurses must not only have a substantial knowledge base of the sciences, nursing theory , nursing practice, and legal parameters of nursing interventions but also must have the psychomotor skills to implement procedures safely. It is necessary for nurses to describe, explain, and clarify to the client what interventions will be done, what sensations to anticipate, what the client is expected to do, and what the expected outcome is. When implementing care, nurses perform activities that may be independent, dependent, or interdependent.

Nursing interventions are grouped into three categories according to the role of the healthcare professional involved in the patient’s care:

A registered nurse can perform independent interventions on their own without the help or assistance from other medical personnel, such as: 

  • routine nursing tasks such as checking vital signs
  • educating a patient on the importance of their medication so they can administer it as prescribed

A nurse cannot initiate dependent interventions alone. Some actions require guidance or supervision from a physician or other medical professional, such as:

  • prescribing new medication
  • inserting and removing a urinary catheter
  • providing diet
  • Implementing wound or bladder irrigations

A nurse performs as part of collaborative or interdependent interventions that involve team members across disciplines.

  • In some cases, such as post- surgery , the patient’s recovery plan may require prescription medication from a physician, feeding assistance from a nurse, and treatment by a physical therapist or occupational therapist.
  • The physician may prescribe a specific diet to a patient. The nurse includes diet counseling in the patient care plan. To aid the patient, even more, the nurse enlists the help of the dietician that is available in the facility.

Delegate specific nursing interventions to other members of the nursing team as appropriate. Consider the capabilities and limitations of the members of the nursing team and supervise the performance of the nursing interventions. Deciding whether delegation is indicated is another activity that arises during the nursing process.

The American Nurses Association and the National Council of State Boards of Nursing (2006) define delegation as “the process for a nurse to direct another person to perform nursing tasks and activities.” It generally concerns the appointment of the performance of activities or tasks associated with patient care to unlicensed assistive personnel while retaining accountability for the outcome.

Nevertheless, registered nurses cannot delegate responsibilities related to making nursing judgments. Examples of nursing activities that cannot be delegated to unlicensed assistive personnel include assessment and evaluation of the impact of interventions on care provided to the patient.

Record what has been done as well as the patient’s responses to nursing interventions precisely and concisely.

5. Evaluation : “Did the plan work?”

Evaluating is the fifth step of the nursing process. This final phase of the nursing process is vital to a positive patient outcome. Once all nursing intervention actions have taken place, the team now learns what works and what doesn’t by evaluating what was done beforehand. Whenever a healthcare provider intervenes or implements care, they must reassess or evaluate to ensure the desired outcome has been met. The possible patient outcomes are generally explained under three terms: the patient’s condition improved, the patient’s condition stabilized, and the patient’s condition worsened.

Steps in Evaluation

Nursing evaluation includes (1) collecting data, (2) comparing collected data with desired outcomes, (3) analyzing client’s response relating to nursing activities, (4) identifying factors that contributed to the success or failure of the care plan, (5) continuing, modifying, or terminating the nursing care plan, and (6) planning for future nursing care.

The nurse recollects data so that conclusions can be drawn about whether goals have been fulfilled. It is usually vital to collect both objective and subjective data. Data must be documented concisely and accurately to facilitate the next part of the evaluating process.

The documented goals and objectives of the nursing care plan become the standards or criteria by which to measure the client’s progress whether the desired outcome has been met, partially met, or not met.

  • The goal was met , when the client response is the same as the desired outcome.
  • The goal was partially met , when either a short-term outcome was achieved but the long-term goal was not, or the desired goal was incompletely attained.
  • The goal was not met.

It is also very important to determine whether the nursing activities had any relation to the outcomes whether it was successfully accomplished or not.

It is required to collect more data to confirm if the plan was successful or a failure. Different factors may contribute to the achievement of goals. For example, the client’s family may or may not be supportive, or the client may be uncooperative to perform such activities. 

The nursing process is dynamic and cyclical. If goals were not sufficed, the nursing process begins again from the first step. Reassessment and modification may continually be needed to keep them current and relevant depending upon general patient condition. The plan of care may be adjusted based on new assessment data. Problems may arise or change accordingly. As clients complete their goals, new goals are set. If goals remain unmet, nurses must evaluate the reasons these goals are not being achieved and recommend revisions to the nursing care plan.

Discharge planning is the process of transitioning a patient from one level of care to the next. Discharge plans are individualized instructions provided as the client is prepared for continued care outside the healthcare facility or for independent living at home. The main purpose of a discharge plan is to improve the client’s quality of life by ensuring continuity of care together with the client’s family or other healthcare workers providing continuing care.

The following are the key elements of IDEAL discharge planning according to the Agency for Healthcare Research and Quality:

  • I nclude the patient and family as full partners in the discharge planning process.
  • Describe what life at home will be like
  • Review medications
  • Highlight warning signs and problems
  • Explain test results
  • Schedule follow-up appointments
  • E ducate the patient and family in plain language about the patient’s condition, the discharge process, and next steps throughout the hospital stay.
  • A ssess how well doctors and nurses explain the diagnosis, condition, and next steps in the patient’s care to the patient and family and use teach back.
  • L isten to and honor the patient’s and family’s goals, preferences, observations, and concerns. 

A discharge plan includes specific components of client teaching with documentation such as:

  • Equipment needed at home. Coordinate home-based care and special equipment needed.
  • Dietary needs or special diet . Discuss what the patient can or cannot eat at home.
  • Medications to be taken at home. List the patient’s medications and discuss the purpose of each medicine, how much to take, how to take it, and potential side effects.
  • Resources such as contact numbers and addresses of important people. Write down the name and contact information of someone to call if there is a problem.
  • Emergency response: Danger signs. Identify and educate patients and families about warning signs or potential problems.
  • Home care activities. Educate patient on what activities to do or avoid at home.
  • Summary. Discuss with the patient and family about the patient’s condition, the discharge process, and follow-up checkups.

38 thoughts on “The Nursing Process: A Comprehensive Guide”

This article is helpful

So helpful And easy to understand A very good guide for nurses

I’m a clinical instructor teaching Fundamentals this semester. The article will be very helpful to give an in-depth explanation of “The Nursing Process” to students. Thank you.

Very detailed and easy to understand. Thx

Am a student I find it very educative

This is so helpful

Excellent information that is clearly outlined and user friendly.

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Helpful. So grateful

Is the nursing process the same as “critical thinking”?

Great information! Thanks!

This is very helpful. Thank you

Great explanation, in the understanding of Nursing process

Very Helpful to students, thank you for sharing

Excellent job. A great help to all nursing students. Thank you for sharing. God bless you.

Hi Joycelyn, Thank you so much for your kind words! It’s really rewarding to hear that it’s helping nursing students out there. We’re all about sharing knowledge and making things a bit easier. 😊 If there’s anything else you’d like to see or know, just let me know. And blessings right back at you!

Thank you so much…It’s a very comprehensive reference.

You’re very welcome, A.C! I’m glad you found the nursing process reference comprehensive and useful. Just out of curiosity, is there a particular step in the nursing process you’d like to explore more deeply, or do you have any specific areas where you’d like more detailed information?

I am a nursing student and I see this as a helpful tool, very detailed and easy to understand thanks for sharing

Hi Mawuli, I’m delighted to know that you’re finding our resources helpful! If you have any specific questions or if there’s a particular topic you’d like more information on, please feel free to ask. I’m here to assist you with any nursing-related inquiries you may have. Keep up the great work in your studies! 🩺📚🌟

Keep updating me about Nursing pdfs. You guys are really good at your work!!

Hey Mokete, Thank you so much for the kind words! We’re thrilled to hear that you’re finding our nursing resources helpful. We’ll do our best to keep you updated with more valuable nursing PDFs and information. If there’s anything specific you’d like to see or if you have any questions, feel free to let us know. Keep up the great work in your nursing journey! 👩‍⚕️📚🌟

Thanks it really helps alot

Glad to be of help! Thank you!

This guideline very useful for Nurses building their competency and practice quality of care of Nursing to use as reference please allow to download free especially to Nurses who live in developing countries since it is not affordable to buy it

You can download the articles by printing them as PDF :) You can use a service called printfriendly (google it) to make PDFs of our webpages.

Excellent work done I’m very happy to see this stuffs

Thank you so much…It’s a very comprehensive reference. God bless you

Hello Theophilus, You’re very welcome, and thank you for the blessings! 😊 I’m glad you found the reference on the nursing process comprehensive. Just out of curiosity, is there a particular part of the nursing process you’re most interested in, or any aspect you’d like to explore more deeply?

God bless you too, and if you have any more questions, feel free to ask!

Very helpful information. Thank you.

Thank you so much, Alisa. If you need more information or help regarding this, let us know.

You’re doing a great job here. Please can you do it in such a way for us to download it as a pdf?

Hi Millicent, Thank you so much for the kind words! 😊 I’m really glad you’re finding the site useful.

Regarding your request to download content as a PDF, a neat trick you can use is the “print” function in your web browser. Here’s how you can do it:

Open the page you want to save as a PDF. -Go to the “File” menu in your browser and select “Print,” or simply press Ctrl+P (Cmd+P on Mac). -In the print window, look for a destination option and select “Save as PDF” or something similar. -Adjust any settings as needed, then click “Save” or “Print,” and choose where you want to save the file on your computer.

This way, you can turn any page into a PDF for your personal use. If you have any more questions or need further assistance, feel free to ask. Always here to help!

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Communication Skills, Problem-Solving Ability, Understanding of Patients’ Conditions, and Nurse’s Perception of Professionalism among Clinical Nurses: A Structural Equation Model Analysis

This study was intended to confirm the structural relationship between clinical nurse communication skills, problem-solving ability, understanding of patients’ conditions, and nurse’s perception of professionalism. Due to changes in the healthcare environment, it is becoming difficult to meet the needs of patients, and it is becoming very important to improve the ability to perform professional nursing jobs to meet expectations. In this study method, structural model analysis was applied to identify factors influencing the perception of professionalism in nurses. The subjects of this study were 171 nurses working at general hospitals in city of Se, Ga, and Geu. Data analysis included frequency analysis, identification factor analysis, reliability analysis, measurement model analysis, model fit, and intervention effects. In the results of the study, nurse’s perception of professionalism was influenced by factors of communication skills and understanding of the patient’s condition, but not by their ability to solve problems. Understanding of patient’s condition had a mediating effect on communication skills and nursing awareness. Communication skills and understanding of the patient’s condition greatly influenced the nurse’s perception of professionalism. To improve the professionalism of clinical nurses, nursing managers need to emphasize communication skills and understanding of the patient’s condition. The purpose of this study was to provide a rationale for developing a program to improve job skills by strengthening the awareness of professional positions of clinical nurses to develop nursing quality of community.

1. Introduction

Changes in the environment related to climate and pollution are causing health problems and various diseases such as respiratory and circulatory problems, metabolic disorders, and chronic diseases. Moreover, access to modern healthcare facilities has created greater expectations among patients receiving personalized healthcare and high-quality healthcare. As the difficulty of satisfying the demands of patients increases, enhancing nursing capabilities has become increasingly important [ 1 ]. To improve this, hospitals are making efforts to change the internal and external environments so as to increase the number of nurses, reduce the length of hospital stays, and enable efficient nursing practice. Despite these efforts, the workloads of nurses and the demand for clinical nurses are continuously increasing [ 2 , 3 ]. As a result, nurses are developing negative attitudes and prejudices toward patients, as well as negative perceptions of professionalism. To address this, the cultivation and strengthening of nursing professionals’ capabilities is essential.

Nurses’ perception of professionalism is an important element influencing their ability to perform independent nursing, and a good perception of their profession results in a positive approach to solving patients’ problems [ 4 , 5 ]. In addition, the characteristics and abilities of individual nurses can influence the level of care and enable them to understand patients, solve problems, and provide holistic care, which is the ultimate goal of the nursing process [ 6 , 7 ]. Thus, patients expect nurses to not only have medical knowledge of the disease but to also be able to comprehensively assess the patient’s problems and be independent and creative in nursing [ 8 ]. This attitude can have a major impact on the quality of nursing services and can inspire pride in the nursing occupation and professional achievement. These findings can also be used by nurses to prevent burnout and maintain professionalism [ 9 , 10 ].

To respond to the increasing demands for diverse qualitative and quantitative nursing services and to strengthen the capabilities of nursing professionals, efforts have been made to move nursing education toward scientific and creative education. However, in point-of-care environments, not only are nurses prevented from making independent decisions regarding nursing, but also the diverse personal capabilities necessary for such independent behavior are not sufficiently developed [ 11 ]. Therefore, it is important to enhance clinical nurses’ perceptions of the nursing profession; maintain a balance of nursing capabilities; provide novel, high-quality nursing services; and identify assistive nursing education methods and obstructive environmental factors [ 10 ].

Communication skills involve a person’s ability to accurately understand (through both verbal and non-verbal indications) another person, and sufficiently deliver what the person desires [ 12 , 13 ]. Good communication skills are a primary requirement for providing professional nursing services because they enable an in-depth understanding of patients, solving of complicated problems, and reasonable and logical analysis of situations [ 14 , 15 , 16 ]. When effective communication takes place, nurses’ problem-solving abilities and perceived professionalism strengthen [ 17 , 18 ].

According to Park [ 19 ], nurses have difficulties in interpersonal relationships when social tension and interaction skills are low and communication is poor. In addition, these factors are negatively affected not only in the work of the nurse but also in the perception of the profession. Communication skills are associated with both the formation of relationships with patients and the ability to perform holistic nursing [ 20 ]. In order to improve and develop the overall nursing function of a clinical nurse like this, it is important to complement the relevant integrated nursing abilities [ 21 , 22 ].

Previous studies have investigated the importance of communication skills for nurses, and the relationships between nurses’ problem-solving ability and their understanding of the patients’ conditions. Nonetheless, data that can comprehensively explain the structural relationships between these qualities and how they affect the job perception of nurses remains insufficient.

Therefore, the present study aims to identify the structural model for the relationships between nurses’ communication skills, problem-solving ability, understanding of patients’ conditions, and nurse’s perception of professionalism. Additionally, the study provides basic data necessary for developing programs for improving nursing abilities.

The purpose of this study is to construct a theoretical model that explains the structural relationships among nurses’ communication skills, problem-solving ability, understanding of patients’ conditions, and nurse’s perception of professionalism. In addition, the study aimed to verify this model using empirical data.

2. Materials and Methods

2.1. study design.

To create and analyze the structural model for clinical nurses’ communication skills, problem-solving ability, understanding of patients’ conditions, and nurse’s perception of professionalism, the theoretical relationships among the variables were developed based on related theories.

In this study, communication skills were set as the exogenous variables, whereas problem-solving ability, understanding of patients’ conditions, and perception of the nursing occupation were set as the endogenous variables. In addition, communication skills were set as the independent variables and nursing job perceptions as the dependent variable. This is because the ability of communication helps to maintain an intimate relationship with the patient and to assess the patient’s condition through each other’s relationship and to solve problems and develop correct understanding. Communication skills, problem-solving ability, and understanding of patients’ conditions were set as the parameters for determining causality. The research model is shown in Figure 1 .

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Study model.

2.2. Study Participants

The structural equation model has less than 12 measurement variables. The sample size usually requires 200 to 400 participants [ 23 ]. A total of 250 participants were selected for the study. In line with ethical standards and practices, participants received a full explanation on the purpose of the study. They were briefed that the information collected would be used for research purposes only. Furthermore, they were informed that they could withdraw from the study at any time.

2.3. Data Collection Method

Data collection for this study was performed by two researchers unrelated to the hospital from April 20 to May 1, 2019. A questionnaire was used to collect data from clinical nurses working in five hospitals in Seoul, Gyeonggi, and Gangwon provinces. Of the 250 questionnaires disseminated, we received 225 completed returns. However, 54 were considered inaccurate, inconsistent, or unsatisfactory for coding purposes. Thus, 171 fully completed valid questionnaires comprised the final dataset for analysis.

2.4. Research Instruments

2.4.1. communication skills.

In this study, the communication skill instrument developed by Lee and Jang [ 24 ] was used. Its contents were modified and supplemented to clearly understand the communication skills of nurses. Our questionnaire comprised 20 questions with five questions each concerning “interpretation ability,” “self-reveal,” “leading communication,” and “understanding others’ perspectives.” The answers were rated on a five-point Likert scale ranging from 0 = “strongly disagree” to 4 = “strongly agree.” For this study, the Cronbach’s alpha value was 0.81.

2.4.2. Problem-Solving Ability

The tool developed by Lee [ 25 ] was used to measure the problem-solving ability of clinical nurses. The survey comprised 25 questions, with five questions each concerning “problem recognition,” “information-gathering,” “divergent thinking,” “planning power,” and “evaluation.” Items were scored on a five-point Likert scale ranging from 0 = “strongly disagree” to 4 = “strongly agree.” The internal consistency confidence value Cronbach’s alpha was 0.79.

2.4.3. Understanding Patients’ Condition

To measure nurses’ understanding of patients’ conditions, we developed 10 questions by revising and supplementing items from an existing understanding-measurement tool [ 26 ]. With a total of ten questions, we measured “diagnostic name,” “patient-treatment planning,” and “nursing intervention processes.” Items were scored using a five-point Likert scale ranging from 0 = “strongly disagree” to 4 = “strongly agree.” The internal consistency confidence value Cronbach’s alpha was 0.81.

2.4.4. Nurse’s Perception of Professionalism

Nurse’s perception of professionalism was measured using a tool developed by revising the 25 questions created by Kang et al. [ 1 ]. With a total of ten questions, we measured “vocation” and “autonomy.” Items were scored using a five-point Likert scale. The internal consistency confidence value Cronbach’s alpha was 0.81.

2.5. Data Analysis

To identify the relationships among the set variables, the data were computed statistically using the program included in IBM SPSS 24.0 and AMOS 23.0. (IBM Corp., Armonk, NY, USA). The analysis methods were as follows:

  • Frequency analysis was conducted to identify the subjects’ demographic and general characteristics.
  • The reliability of the questionnaire was verified using Cronbach’s α coefficients.
  • Confirmatory factor analysis (CFA) was performed to verify the convergent validity of the selected measurement tool.
  • The normality of the data was determined through analyzing the skewness and kurtosis of the measurement variables.
  • The fitness of the model was verified using structural equation modeling (SEM).
  • Bootstrapping was utilized to verify the mediating effect in the set study model, as well as the mediating effects of the nurses’ problem-solving ability and understanding of patients’ conditions.

3.1. Demographic Characteristics

The demographic and general characteristics of the study subjects are shown in Table 1 . Overall, 71 respondents were aged 25–29 years (41.5%), representing the most numerous age group. University graduates comprised 113 (66.1%) of the sample, while 50 (29.2%) held graduate degrees, with eight (4.7%) holding master’s degrees. Fifty-three respondents (31.0%) had over seven years of clinical experience, 43 (25.1%) had two to three years of experience, 42 (24.6%) had four to six years of experience, and 33 (19.3%) had less than two years of experience. Additionally, 121 respondents (70.8%) worked at secondary hospitals, while 50 (29.2%) worked at tertiary hospitals; 159 respondents (93.0%) reported that they were general nurses.

Participants’ general characteristics ( N = 171, %).

3.2. Technical Metrics of the Measurement Variables

The multivariate normality of the findings related to the factors of the latent variables was verified through standard deviations, skewness, and kurtosis. The present study meets the criteria for the skewness and kurtosis values mentioned by Hu and Bentler [ 27 ].

All sub-factors of the latent variables secured normality.

In this study, a normal distribution was obtained for each of the four sub-factors of communication skills, five sub-factors of problem-solving ability, three sub-factors for understanding the patient’s condition, and two sub-factors of the nurse’s perception of professionalism as shown in Table 2 .

Technical metrics of the measurement variables ( N = 171).

3.3. Correlations between the Measured Variables

The correlations between the measurement variables were analyzed using Pearson’s product–moment correlation coefficient analysis ( Table 3 ). The correlations among all individual measurement variables were found to show a positive correlation.

Correlations between the observed variables.

3.4. Confirmatory Factor Analysis of the Measurement Model

This study examined how well the measurement variables represented the latent variables in the measurement model. Each set path coefficient was evaluated using non-standardization factors, standardization factors, and standard errors. The path coefficients refer to the factor loadings in CFA. The standardization factors of the individual paths were shown to be at least 0.50 (except for vocation: 0.36), and the critical ratio (CR) was at least 1.96. This indicated that the measurement tool had good convergent validity ( Table 4 ).

Confirmatory factor analysis of the measurement model.

*** p < 0.001; CR: critical ratio.

3.5. Verification of the Structural Model

The structural model for relationships among clinical nurses’ communication skills, problem-solving ability, understanding of patients’ condition, and nurse’s perception of professionalism that would be suitable for predicting the influencing relationships was verified. Since the fitness index of the modified model was shown to be higher than that of the initial model, the final model for this study was set as shown in Figure 2 .

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Final model. * χ 2 = 124.074 (df = 61, p <0.001), GFI(Goodness of Fit Index)= 0.90, RMSEA(Root Mean Square Error Approximation)=0.07, NFI(Normed Fit Index)=0.87, IFI(Incremental Fit Index)= 0.93, TLI(Tucker-Lewis Index)= 0.91, CFI(Comparative Fit Index)= 0.92.

3.6. Influencing Relationships between Variables of the Study Model

The standardization factors and CR values of the final model were examined to determine whether there were direct relationships between communication skills, problem-solving ability, understanding of patients’ conditions, and nurse’s perception of professionalism. The results are shown

For the relationship between communication ski in Table 5 .lls and problem-solving ability, the standardization factor was 0.85 and the CR value was 7.37; communication skills showed a statistically significant effect. Consequently. The relationship between communication skills and understanding of patients’ conditions also showed a statistically significant effect. Consequently, Hypothesis 1 was supported.

The relationships between the human effects of the measurement model.

* p < 0.05, *** p < 0.001; CR: critical ratio.

For the relationship between communication skills and nurse’s perception of professionalism, the standardization factor was 0.54, and the CR value was 2.02. Communication skills showed a statistically significant effect. Consequently. For the relationship between problem-solving ability and nurse’s perception of professionalism, the standardization factor was −0.056, and the CR value was −0.39. Problem-solving ability had no statistically significant effect. Consequently.

The relationship between nurses’ understanding of patients’ conditions and nurse’s perception of professionalism had a statistically significant effect. Consequently Figure 2 shows the influencing relationships between the study variables of the final study model, considering non-standardization and standardization factors of the relationships between the study variables.

3.7. Direct and Indirect Effects of the Variables

To grasp the significance of the mediating effect in the final study model, the direct and indirect effects of each variable were examined. To examine the mediating effect of the problem-solving ability and understanding of patients’ conditions variables, the bootstrapping method provided by the AMOS 23.0 program included in IBM was utilized. The results are shown in Table 6 .

Mediating effect analysis.

* p < 0.05, *** p < 0.001

The indirect effect of communication skills on nurse’s perception of professionalism through nurses’ understanding of patients’ conditions was statistically significant. That is, clinical nurses’ communication skills have an indirect positive effect on their nurse’s perception of professionalism, with nurses’ understanding of patients’ conditions acting as a parameter. We also found that the effect of communication skills on nurse’s perception of professionalism was statistically significant. Therefore, communication skills have a partially mediated effect on nurse’s perception of professionalism, with understanding of patients’ conditions acting as a parameter. However, communication skills were found to have no indirect positive effect on nurse’s perception of professionalism when problem-solving ability was set as a parameter.

4. Discussion

In this study, we developed and analyzed a hypothetical model regarding clinical nurses’ communication skills, problem-solving ability, and understanding of patients’ conditions, and how these factors influence their nurse’s perception of professionalism.

4.1. Effect of Communication Skills on Nurses’ Perception of Professionalism

Communication skills were found to have statistically significant effects on their relationship with nurses’ problem-solving ability, understanding of patients’ conditions, and nurse’s perception of professionalism. Nurses’ communication skills not only affected their problem-solving ability but also their understanding of patients’ conditions and nurse’s perception of professionalism. Good communication among nurses can reduce uncomfortable situations and improve interactions with patients, which can consequently enhance problem-solving [ 28 ]. Supporting our findings, Ancel [ 17 ] reported that communication skills afford the maintenance of amicable cooperative relationships with patients across diverse medical classes, thereby enhancing the efficiency of nursing-related problem-solving.

Nurses’ communication is also closely related to their understanding of patients’ conditions, particularly regarding the treatment processes. Nurses frequently experience difficulties as a result of poor communication with not only patients and their family members but also other medical personnel. Further, poor delivery of explanations and questions affects nurses’ understanding of patients’ situations and problems, and patients can also feel concern regarding whether nurses accurately understand their problems [ 29 ]. Nurses frequently experience psychological abuse when communicating with patients and develop stress or discomfort [ 30 ]; this can lead to distrustful relationships with and inhibited understanding of patients [ 31 , 32 ]. Vermeir et al. [ 18 ] reported that scientific approaches are required to understand patients in-depth. To accurately understand both oneself and others, the most important method is successful communication. Such findings support the present study’s indication that nurses’ communication is a basic means of solving nursing problems, with both actions being interrelated.

Our finding that nurses’ communication skills are structurally related to their nurse’s perception of professionalism supports the findings of many previous studies. Regarding nurse’s perception of professionalism, Adams et al. [ 33 ] as well as Lee and Kim [ 34 ] explained that a good perception leads to higher-level capabilities, fostering high-level nursing of patients and the development of autonomous vocation. The above studies reported that, since nurses’ communication skills are related to their nurse’s perception of professionalism, communication skills should be considered a predictor of success. Further, McGlynn et al. [ 35 ] recommended positively reinforcing communication skills to improve nurse’s perception of professionalism. This supports the findings of the present study, indicating that communication and nursing professional perception are interrelated.

Thus, communication skills are important for nursing patients. They enable nurses to accurately understand patients’ problems, serve (by forming patient trust) an important function in the process of administering nursing interventions, and positively affect nurses’ perception of their profession. As such, each concept is important. However, nurses working in the clinic are critically aware of their professionalism. In order to reinforce this, communication skills are required, and the emphasis is placed on strengthening the nurses’ ability to solve problems as well as assess and understand patients. As a result, communication skills play an important role in helping nurses understand patients’ problems accurately, build patient trust in nursing interventions, and create structural relationships that have a positive impact on the perception of nursing occupations. Therefore, efforts to improve nurses’ communication skills not only improve their problem-solving abilities and understanding of patients’ conditions but also improve their nurse’s perception of professionalism. To maintain the professionalism of nurses, “competency development programs” would be helpful, thereby emphasizing the need for their application in nursing colleges and clinical practice.

4.2. Relationship between Nurses’ Problem-Solving Ability and Nurse’s Perception of Professionalism

We found clinical nurses’ problem-solving ability to have no positive effect on their perception of professionalism. This contrasts with previous studies, which reported that problem-solving ability is helpful for such perception of professionalism [ 36 ]. We also found that problem-solving ability does not affect nursing professional perception through a mediating effect.

The present findings indicate that the distinctiveness of the fields of nursing should not be overlooked. In nursing organizations that have a culture of discouraging diversity, when negative results are obtained from attempts to solve nursing problems, confusion regarding the identity of nursing professionals means perception of the profession is not reinforced; in many cases, the opposite perception is formed. Furthermore, for those in lower-level positions, nurse’s perception of professionalism is thought to be low because they cannot voice their opinions and have difficulties such as excessive workloads. Although few previous studies have directly examined this, Vermeir et al. [ 18 ] explained that, as the role expectation for nurses increases, factors for job turnover increase as a result of a sense of confusion regarding the nurses’ role and increases in stress. These findings indicate that factors that degrade nurses’ problem-solving ability induce skepticism regarding nursing and possibly career change, thereby supporting the findings of this study.

However, in the present study, positive results with low levels of relevancy in the structural model but high correlations were found. It is expected that, if nurses’ environmental conditions are improved and their nursing capabilities are developed so that they can solve nursing problems with confidence, their nursing professional perception will improve.

4.3. Relationship between Nurses’ Understanding of Patients’ Conditions and Nurse’s Perception of Professionalism

Our findings indicated that the relationship between nurses’ understanding of patients’ conditions and nurse’s perception of professionalism was statistically significant. This supports Nilsson et al. [ 21 ] and Philip et al. [ 29 ], who reported that, in the fields of nursing, when patients accurately understand nurses’ instructions or explanations and health information, they can participate in, independently adjust, and engage in creative decision-making related to self-nursing.

McGlynn et al. [ 35 ] suggested that understanding patient problems is an important element in resolving negative situations; meanwhile, Heo and Lim [ 37 ] indicated that clinical nurses provide high-quality nursing services and develop self-efficacy when they apply professional knowledge and a desire to understand patients’ problems. These study findings accord with our own findings.

The aforementioned findings suggest that the development and application of programs that can enhance nurses’ understanding of patients’ conditions should be emphasized, and that studies of various patient types, the characteristics of patients by age group and hospital areas, as well as the introduction of simulation education programs to improve nurses’ understanding of patients’ conditions should be continuously implemented.

5. Conclusions

This study aimed to verify the structural relationships between clinical nurses’ communication skills and their problem-solving ability, understanding of patients’ conditions, and nurse’s perception of professionalism. We also aimed to identify, through a structural model, the mediating effects of nurses’ problem-solving ability and understanding of patients’ conditions in the relationship between communication skills and nurse’s perception of professionalism.

The findings of this study are as follows (all significance levels = 0.05). In the relationship between communication skills and problem-solving ability, the value of the standardization factor was 0.85 and the CR value was 7.37, indicating that communication skills had a statistically significant effect. In the relationship between nurses’ communication skills and understanding of patients’ conditions, the value of the standardization factor was 0.61 and the CR value was 6.35, indicating that communication skills had a statistically significant effect. In the relationship between communication skills and nurse’s perception of professionalism, the value of the standardization factor was 0.54 and the CR value was 2.02, indicating that communication skills had a statistically significant effect. However, in the relationship between problem-solving ability and nurse’s perception of professionalism, the value of the standardization factor was −0.05 and the CR value was −0.39, indicating that problem-solving ability has no statistically significant effect. Finally, in the relationship between nurses’ understanding of patients’ conditions and nurse’s perception of professionalism, the value of the standardization factor was 0.56, and the CR value was 2.14, indicating that nurses’ understanding of patients’ conditions has a statistically significant effect.

There are some limitations to this study. First, as we only examined nurses at secondary and tertiary university hospitals, our findings may not be generalizable to all clinical nurses. Replication studies examining a range of levels of medical institutions and associated workers are necessary. Second, the structural relationship between problem-solving ability and the nurse’s perception of professionalism turned out to be insignificant or mediated. Subsequent studies on the various approaches to revisit this structural relationship should be performed. Third, theories should be systematically developed to establish the values of the nursing profession, and additional studies are necessary to explore other variables.

Acknowledgments

We would like to thank the staff nurses who participated in the survey and took the time to complete the initial assessment.

Author Contributions

Conceptualization, A.Y.K. and I.O.S.; methodology, A.Y.K.; software, I.O.S.; validation, A.Y.K. and I.O.S.; formal analysis, A.Y.K. and I.O.S.; investigation, A.Y.K.; resources, A.Y.K.; data curation, A.Y.K.; writing—original draft preparation, A.Y.K.; writing—review and editing, A.Y.K. and I.O.S.; visualization, A.Y.K. and I.O.S.; supervision, I.O.S.; project administration, I.O.S. All authors have read and agreed to the published version of the manuscript.

This research received no external funding.

Conflicts of Interest

The authors declare no conflict of interest.

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