Document Type : Original Article
Authors
- Homa Homa Sadeghi Avval Shahr 1
- Leila Afshar 2
- Mina Mobasher 3
- Shabnam Bazmi 4
- Habibeh Ahmadipour 5
- Atefe Ahamadi 6
- Leila Namdar 7
1 Assistant Professor, Department of Midwifery and Reproductive Health, Faculty of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
2 Professor of Medical Ethics, Department of Medical Ethics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
3 Associate Professor, Department of Medical Ethics and History of Medicine, School of Persian Medicine, Kerman University of Medical Sciences, Kerman, Iran
4 Professor of Forensic Medicine, Department of Medical Ethics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
5 Associate Professor, Department of Community and Family Medicine, Afzalipour Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
6 Associate Professor, Reproductive and Family Health Research Center, Kerman University of Medical Sciences, Kerman, Iran
7 MA, Librarian, Department of Central Library and Documentation Center of Kerman University of Medical Sciences, Kerman, Iran
Abstract
Background: Over the years, medical schools worldwide have sought to enhance the learning experience of their students through curriculum updates and diverse teaching methodologies. In this regard, Iranian medical schools have incorporated Medical Etiquette Courses to foster the development of professional skills and behaviors among medical students. Continuous evaluation of these courses is essential to ensure and improve their effectiveness.
Objectives: The purpose of this research was to identify the validity and reliability of a researcher-made evaluation scale, grounded in the principles of Stufflebeam’s CIPP Evaluation Model, for assessing “Medical Etiquette Courses” in the Iranian undergraduate medical curriculum.
Methods: A questionnaire was developed according to the CIPP model of evaluation. The face and content validity of the questionnaire were assessed by an expert panel of
10 faculty members with specialties in medical education and medical ethics. The reliability of the questionnaire was measured through internal consistency using Cronbach's alpha coefficient. Construct validity was evaluated via confirmatory factor analysis using goodness of fit indices. In the pilot study, 171 medical students in the clerkship period who had completed “Medical Etiquette Courses” at Kerman and Shahid Beheshti Universities of Medical Sciences answered the 32-item questionnaire. The data were analyzed using SPSS version 22 and Lisrel 8.8.
Results: The content validity index and content validity ratio were determined as 0.97 and 0.96, respectively. The Cronbach's alpha coefficient of the whole questionnaire was 0.89. Construct validity was confirmed by confirmatory factor analysis. In fact, this model had good fit indices.
Conclusion: The findings from the exploratory and confirmatory factor analyses revealed that the questionnaire is a valid and reliable instrument for assessing the quality of “Medical Etiquette Courses” across the four CIPP dimensions: Context, Input, Process, and Product. By incorporating continuous feedback, the CIPP model facilitates evidence-based decision-making and promotes sustainable educational development.
Keywords
Background
The process of becoming a physician and developing a professional identity is a complex and multifaceted process. The initial years of medical school are particularly challenging and can significantly influence this developmental path (1, 2). During this period, students must navigate new social networks, environments, and responsibilities, including adjusting socially to peers and roommates, acquiring essential academic skills like time management and problem-solving, familiarizing themselves with the culture, policies, and expectations of the university and medical profession, and taking responsibility for self-care, among many other demands (3). To thrive in medical school, incoming students need to rapidly adapt to an educational culture and learning environment that differ substantially from their previous experiences (4). Furthermore, due to the interpersonal nature of the medical profession, which requires ongoing communication with patients and their families, medical students and physicians need to develop a range of social and emotional skills (5), including effective communication, conflict resolution, and negotiation, as well as higher-order abilities such as decision-making, clinical reasoning, and critical thinking (6). However, the selection of medical students is typically based primarily on academic and scientific criteria, often overlooking non-academic skills (7). Consequently, medical schools admit students from diverse social and economic backgrounds, with varying personality traits, psychological characteristics, and non-academic competencies (8). In the early years of medical education, students encounter significant stress due to multiple simultaneous challenges. These include fear of academic failure, concerns about ridicule or negative feedback, feelings of alienation, peer and parental pressures, and the need to adjust to dormitory life (8, 9). Additionally, students must manage the substantial increase in the scope and rigor of the medical curriculum compared with secondary education, limited understanding of academic expectations, heavy workloads, and insufficient time for rest. Altogether, these factors make the initial years of medical training particularly demanding and stressful for many students (2). Thus, one of the key responsibilities of colleges and universities is to help students navigate these challenges and prepare them for a successful academic path (10). Over the past few decades, rising concerns about the quality of medical care and health services have drawn the attention of educational policymakers and curriculum developers to innovative approaches in medical education worldwide. In this context, alongside disciplinary knowledge and technical skills, the development of soft skills and competencies essential for effective professional practice has become a central focus for medical education planners (11). Consequently, curricular interventions have been implemented internationally to ensure that the range of competencies necessary for professional performance and effective interaction within healthcare settings is systematically incorporated into undergraduate medical education (12-14). Iran is not exempt to this global trend. Consequently, starting in the first semester of the 2015-2016 academic year, Medical Etiquette Courses were incorporated into the basic sciences phase of the undergraduate medical curriculum. With the introduction of new educational programs, however, important questions arise regarding their quality, learner satisfaction, and educational effectiveness. Educational evaluation is a complex and structured process involving the collection and analysis of relevant information to make informed judgments about the quality and value of an educational program. Such evaluations enable identification of curricular strengths and weaknesses and assess program effectiveness and efficiency after implementation. Based on these assessments, decisions can be made about revising, continuing, or expanding the program. In educational settings, evaluation is carried out through the use of structured criteria designed to determine the value, quality, utility, performance, and overall significance of a program (15). Several models have been proposed for evaluating educational programs. In this study, the CIPP evaluation model, one of the most recognized and influential frameworks, was employed. Developed in the 1970s by Stufflebeam at the Center for Studies in Evaluation at Ohio University (16), the Context, Input, Process, and Product (CIPP) model provides a comprehensive and systematic approach to program evaluation, serving as the theoretical foundation for this research. By assessing the design, implementation, and outcomes of educational programs, the CIPP model helps educators and policymakers determine how well programs achieve their objectives while highlighting strengths and areas for improvement. Accordingly, this study aimed to examine the validity and reliability of a researcher-developed evaluation instrument based on the CIPP model for assessing Medical Etiquette Courses in the undergraduate medical curriculum at Kerman University of Medical Sciences and Shahid Beheshti University of Medical Sciences in Iran.
Objectives
The purpose of this research was to identify the validity and reliability of a researcher-made evaluation scale, grounded in the principles of Stufflebeam’s CIPP Evaluation Model, for assessing “Medical Etiquette Courses” in the Iranian undergraduate medical curriculum.
Methods
Study design: This descriptive study was conducted at two Iranian universities of medical sciences with the aim of developing a valid and reliable evaluation instrument, based on the CIPP evaluation model, for assessing Medical Etiquette Courses within the undergraduate medical curriculum in Iran.
Setting: Two medical schools, Kerman University of Medical Sciences, Kerman, Iran, and Shahid Beheshti University of Medical Sciences, Tehran, Iran, collaborated in the development of the evaluation scale. At both institutions, Medical Etiquette Courses are implemented into the basic sciences phase of the undergraduate medical curriculum. Since the study aimed to examine the psychometric properties of the scale, the sample size was determined using a ratio of approximately five participants per item (17). Ultimately, 171 medical students in their clerkship phase, who had previously completed the Medical Etiquette Courses during the basic sciences phase, were included. The study was conducted in the following steps:
Step 1: Questionnaire item generation
To develop the questionnaire items, initially, the literature related to curriculum and course evaluation was reviewed, and then based on the latest Stufflebeam model (18) and the general specifications of the "Medical Etiquette Courses" in undergraduate medical curriculum of Iran, appropriate items were designed for each domain of questionnaire by the research team. Then, through three sessions of group discussion, the research team reached a consensus regarding the content, structure, order and sequence, and the number of items in each domain. In this way, 32 items were compiled for four evaluation domains: context (7 items), input (5 items), process (9 items), and output (11 items).
Step 2: Internal consistency
A pilot study was conducted with 20 medical students to assess the internal consistency using Cronbach’s alpha. According to Jerry Sigudla and Jeanette E. Maritzany (19), value above 0.8 is a good reliability, between 0.6 and 0.8 is an acceptable reliability, and a Cronbach’s alpha coefficient value below 0.6 is an unacceptable reliability for exploratory research. These students were incorporated into the main study.
Step 3: Face validity
Five medical students were independently asked to review the translated questionnaire and provide feedback on the clarity, appropriateness, and relevance of the items. Based on their feedback, several items were reworded to improve clarity; however, no items were removed.
Step 4: content validity
At this step, the questionnaire was evaluated by ten faculty members in medical education and medical ethics from both universities, all of whom had experience teaching medical etiquette and medical ethics courses. The experts assessed the relevance of the items, and the Content Validity Index (CVI) and Content Validity Ratio (CVR) were subsequently calculated. In addition, the research team conducted a group discussion during which each item was systematically reviewed and refined with respect to level of difficulty, appropriateness, and potential ambiguity, as well as the need for item deletion, modification, or consolidation.
Step 5: convergent validity
Convergent validity was evaluated to determine whether items that are theoretically related are also empirically correlated. Composite Reliability (CR) values greater than 0.7 supports the convergent validity of the instrument.
Step 6: Construct validity
To assess the adequacy of the sample size and the suitability of the data for factor analysis, exploratory factor analysis (EFA) was conducted using the Kaiser-Meyer-Olkin (KMO) measure and Bartlett’s test of sphericity. A KMO value of 0.80 or higher was considered indicative of adequate sampling, and a significant Bartlett’s test (P < 0.05) supported the factorability of the data. Although EFA was used to confirm the suitability of the data (e.g., KMO, Bartlett’s test, item correlations), the number of factors retained was determined based on a theoretical framework and expert panel review, rather than statistical criteria such as eigenvalues or scree plots. Subsequently, confirmatory factor analysis (CFA) was performed to evaluate the fit of this theory-driven model, and relevant goodness-of-fit indices were calculated (20). Following Bryant and Stone (21), reporting a balanced set of indices, one absolute fit index, one incremental fit index, one parsimonious fit index, and the χ² statistic, was considered sufficient to provide a robust evaluation of model fit.
Statistical Analysis: Data analysis was performed using SPSS version 22. Descriptive statistics, including mean, standard deviation, frequency, and percentage, were used to summarize the data. Both exploratory and confirmatory factor analyses were conducted. To enable comparison across different domains, item scores were transformed to a 0–100 scale, resulting in domain scores ranging from 0 to 100. Based on previous research (21), scores were categorized as follows: ≤50 as undesirable, 51–70 as fairly desirable, and 71–100 as desirable.
Chi-square tests were used to compare these frequencies across groups, with a significance level set at p ≤ 0.05. Confirmatory factor analysis was conducted using LISREL version 8.8 and PLS version 3.
Ethical considerations: After obtaining ethical approval with the code IR.NASRME.REC.1400.173, the questionnaires were administered anonymously and voluntarily. It took participants approximately 15-20 minutes to complete the questionnaire, and the researcher was present during this time to guide the students if needed.
Results
A total of 171 medical students participated in the study. Their mean age was 20.88 ± 1.32 years, and the majority were male (55.4%), from Shahid Beheshti University of Medical Sciences (63.7%), and in their third year (86.9%).
As mentioned earlier; after shaping the item pool and conducting three focus group discussions, 32 items were developed across four domains: context (7 items), input (5 items), process (9 items), and output (11 items).
Validity of the instrument
- Content validity: Ten faculty members from both universities, experienced in teaching medical etiquette and medical ethics, assessed the instrument's items for relevance. The Content Validity Ratio (CVR) was 0.96, and the Content Validity Index (CVI) was 0.97, both falling within the acceptable range.
- Construct validity: In exploratory factor analysis, the Kaiser-Meyer-Olkin (KMO) measure was 0.86, indicating a satisfactory sample size, and Bartlett's test of sphericity was statistically significant (df = 496, χ²=2246.75, P<0.001), confirming the appropriateness of factor analysis. The average variance explained (R²) for the four constructs ranged from 24% to 34%, with an overall average of 29%, demonstrating that the model provides a reasonable and acceptable explanation for the observed variables. Confirmatory Factor Analysis (CFA) was performed to assess the fit of a theoretical model recommended and refined by our expert panel. All items in the CFA had factor loadings above 0.3. Items with loadings between 0.3-0.4 were theoretically justified and did not compromise the scale's integrity in other analyses, such as item analysis.
Factor loadings and composite reliability are presented in Table 1. In the structural equation method, statistically significant correlations (Figure 1) were found and almost all fit indices of the model were in the acceptable range (Table 2).
Table 3 shows the central and dispersion statistics and the level of desirability of different domains of CIPP model for evaluating the current state of teaching medical etiquette courses in medical students.
The frequency of the desirability levels in different domains of the CIPP model did not show a statistically significant difference based on gender. (P>0.05) This frequency did not show any significant statistical difference based on the university, except for the context, in which, the frequency of the desirable level was significantly higher in Kerman University (71%) than Shahid Beheshti (47.7 %) (P=0.009).
Among fourth year students, the frequency of the undesirable, relatively desirable, and desirable levels of input domain were 13.6 %, 31.8 %, and 54.5 % in fourth-year students, and 44.5 % ,21.9 %, and 33.6 % in third year students, which were statistically significant (P=0.02). The other three dimensions of the model had no statistically significant difference in this regard.
Table 1. Factor Loadings of Items, Cronbach's Alpha, and Composite Reliability (CR) for evaluating the current state of teaching medical etiquette courses by using the CIPP Model
|
Factor |
Item |
Loading |
alpha |
CR |
|
Context |
This course aids in understanding the attributes of a competent and proficient doctor. |
0.79 |
0.75 |
0.83 |
|
Observing doctors' performance in medical practice contributes to developing a more realistic comprehension of the doctor's role. |
0.42 |
|||
|
This course facilitates creating a sense of belonging to the profession in medical students. |
0.72 |
|||
|
This course serves as a valuable tool for fostering reflection and critical thinking regarding learning experiences. It facilitates the analysis and evaluation of these experiences, promoting deep learning outcomes. |
0.69 |
|||
|
The content covered in this course aids in reducing stress and enhancing the adaptability and flexibility of medical students in managing student life. |
0.70 |
|||
|
This course helps promote collaboration among medical students. |
0.69 |
|||
|
This course wastes medical students’ time. |
0.42 |
|||
|
Input |
Students have the opportunity to actively engage in teaching the content of this course. |
0.76 |
0.65 |
0.78 |
|
The volume of coursework assigned corresponds to the content covered in the course. |
0.59 |
|||
|
The quality of the coursework corresponds to the depth and complexity of the course content. |
0.58 |
|||
|
The implementation of this course is designed to enhance students' motivation and capability to engage in group work effectively. |
0.65 |
|||
|
Effective time management by professors in each session of this course facilitates the efficient transmission of key concepts. |
0.63 |
|||
|
Process |
Engaging in practical work during the course positively influences the acquisition of the expected skills. |
0.67 |
0.75 |
0.82 |
|
The practical work offered in this course enhances students' motivation to learn. |
0.59 |
|||
|
The content presented in the course is engaging and noteworthy. |
0.65 |
|||
|
The course materials and content are suitable for the student's level of knowledge. |
0.65 |
|||
|
The duration of the course aligns with the amount of content covered and the expectations set for the course. |
0.59 |
|||
|
Educators are well-equipped to create an engaging and supportive learning environment. |
0.64 |
|||
|
Sufficient exercises are conducted for each new topic throughout the course. |
0.60 |
|||
|
This course enables the active participation of students in classes. |
0.30 |
|||
|
Instructors and professors possess the requisite teaching skills to effectively guide students' group activities. |
0.51 |
|||
|
Product |
Learn how to present public information in public. |
0.70 |
0.85 |
0.88 |
|
These courses help us: Learn to respect the differing opinions of others and facilitate opportunities for them to express their views openly and easily. |
0.77 |
|||
|
These courses help us: Learn to articulate my opinions on various topics verbally and effectively. |
0.64 |
|||
|
These courses help us: Learn how to think about my own behavior in personal and educational environments. |
0.34 |
|||
|
These courses help us: Identify active participants in group discussions. |
0.71 |
|||
|
These courses help us: Learn to receive feedback from peers gracefully and with a positive attitude. |
0.74 |
|||
|
These courses help us: Learn how to give constructive feedback to your peers. |
0.73 |
|||
|
These courses help us: Learn effective strategies for planning academic activities and managing personal life. |
0.35 |
|||
|
These courses help us: Learn techniques for maintaining composure during crises. |
0.68 |
|||
|
These courses help us: To understand the roles and responsibilities of medical students across various clinical stages. |
0.67 |
|||
|
These courses help us: To familiarize ourselves with the hospital environment, different departments, and their personnel, in order to gain a more realistic understanding of the concepts being learned. |
0.59 |
Table 2. Appropriate fit indicators for evaluating the current state of teaching medical etiquette courses by using the CIPP model
|
Goodness of Fit Statistics |
Results |
Accepted range |
|
χ2 /df |
2.13 |
1-5 |
|
Root Mean Square Error of Approximation (RMSEA) |
0.08 |
<0.5 |
|
Normed Fit Index (NFI) |
0.86 |
>0.9 |
|
Non-Normed Fit Index (NNFI) |
0.92 |
>0.9 |
|
Comparative Fit Index (CFI) |
0.92 |
>0.9 |
|
Incremental Fit Index (IFI) |
0.92 |
>0.9 |
Table 3. Central and dispersion statistics and the level of desirability of different domains of the model
|
|
Context |
Input |
Process |
Product |
|
Mean |
68.22 |
61.61 |
61.05 |
63.08 |
|
Standard Deviation |
25.62 |
27.45 |
27.90 |
29.43 |
|
Median |
71.42 |
60.00 |
66.66 |
68.18 |
|
Level of desirability N (%) |
|
|
|
|
|
Undesirable |
45(26.3) |
70(40.9) |
60(35.1) |
54(31.6) |
|
Relatively desirable |
30(17.5) |
40(23.4) |
47(27.5) |
39(22.8) |
|
Desirable |
96(56.1) |
61(35.7) |
64(37.4) |
78(45.6) |
Discussion
The present study investigated the psychometric characteristics of the researcher-made questionnaire based on the CIPP model for evaluating the “Medical Etiquette Courses” of the undergraduate medical curriculum. The findings from both exploratory and confirmatory factor analyses indicated that the questionnaire is suitable for assessing the quality of Medical Etiquette Courses across the four CIPP dimensions: Context, Input, Process, and Product.
The instrument demonstrated acceptable validity and reliability to gather students’ perspectives on their experiences in Medical Etiquette Courses. To the best of our knowledge, the CIPP model has not been used for evaluating Medical Etiquette Courses or other soft skills programs in Iran. Nevertheless, several studies have employed alternative tools or approaches to assess soft skills training and have reported their experiences and outcomes.
Soft skills encompass both interpersonal and intrapersonal abilities (22, 23) and complement scientific and technical competencies (24). Intrapersonal skills relate to an individual’s capacity to manage personal success, including time and stress management and creative thinking. Interpersonal skills involve managing relationships with others to enhance performance and include competencies such as motivation, leadership, and effective communication (25). Various educational strategies have been employed to develop soft skills in higher education, particularly in medical education. Among these, problem-based learning (PBL) has been widely implemented as a curriculum innovation (26). By engaging students in problem-solving activities, PBL fosters critical thinking, idea generation, and the acquisition of knowledge, skills, and behaviors essential for competent medical practice (27, 28). Moreover, research has shown that communication skills training can enhance empathy among medical students (29). Together, these findings highlight the importance of not only teaching soft skills but also systematically evaluating them within medical education programs (30). A study investigating and prioritizing soft skills in the dental profession, based on their relevance to professional success and quality, found that both faculty and students considered six key areas essential: moral-professional values, artistic skills, communication skills, interpersonal skills, and technical expertise (31). Similarly, in the present study, the product domain which reflects the perceived usefulness of the course from the students’ perspective indicated that students recognized the teaching of soft skills as important and relevant to their future professional roles.
One study found that first-year students demonstrated the greatest improvement in awareness, particularly when exposed to early soft skills training. The results showed significant enhancement in students’ communication skills and confidence in interacting with patients following the training. Similar findings have been reported in other studies as well (32). The Faculty of Medical Sciences at the University of Malaysia (USM) launched the Community and Family Case Study Program (CFCS) in 1981 (33), which has been continuously developed since its inception. The CFCS is a community-based educational initiative that combines research methods with community engagement, aiming to equip students with the knowledge, values, and skills necessary to become competent and ethical medical professionals (33). In a related study, a series of active learning activities were conducted in 2016 for third-year medical students, involving 330 participants. The study aimed to evaluate whether these interventions could enhance students’ soft skills. Students completed a self-assessment questionnaire, and their performance was additionally evaluated by four peers. These studies highlight the importance of student-centered approaches in teaching soft skills. Similarly, the process domain of our questionnaire evaluated medical students’ perspectives on the teaching strategies employed. In our study, only about 37% of students reported satisfaction with the teaching methods, indicating a need for further improvement in this area. Supporting this, a study at the University of Malaysia found that cultivating personal skills and values provides a meaningful learning experience and promotes the development of personal competence (34).
A study at the University of Pretoria examined the professional development of medical students, focusing on physician–patient interaction skills and professional socialization. Using Grounded Theory, researchers explored students’ perspectives on the role of mentors in developing soft skills. Data were collected via focus groups, in-depth and personal interviews, and biographical drawings, then analyzed inductively. The results showed no significant differences between student groups. Students described effective role models as physicians who are clinically and academically skilled, prioritize patient care, demonstrate strong interpersonal abilities, and inspire others. Conversely, weak role models were seen as negatively impacting students and undermining the ethical climate and learning environment (35). In the United Kingdom, a simulated training program was created to prepare medical students with the non-technical skills needed for their roles as junior doctors. A study evaluating the program assessed students’ perceptions of teaching quality, key learning factors, and readiness for future clinical duties. Using a mixed-methods design with questionnaires and focus groups, the study emphasized the benefits of simulated learning environments, especially those that closely mirror real clinical settings and allow students to practice essential skills (36). Students who participated in the Medical Etiquette Courses at Kerman and Shahid Beheshti Universities of Medical Sciences showed improvements in eleven areas based on peer evaluations: information presentation, technological skills, creativity, communication, leadership, life-planning, adaptability, self-reliance, humility, and punctuality. The authors concluded that, even without a formal soft skills curriculum, the active learning activities implemented during the pre-clinical phase effectively enhanced multiple essential competencies for medical professionals. They therefore recommended incorporating such active learning approaches into the undergraduate medical curriculum (37). The CIPP evaluation model has been widely used to assess various educational programs, including several studies in Iran. For instance, it has been applied to evaluate the doctoral program in reproductive health (38) and the educational curriculum at Kerman Medical School (39). The model has also been applied in the development and assessment of evaluation tools for medical ethics education (40). In this study, we created a questionnaire based on the CIPP framework to evaluate the effectiveness of the Medical Etiquette Course in promoting soft skills among Iranian medical students. Our results further suggest that students generally perceive the course positively in terms of its impact on their professional development.
Limitations: One limitation of this study is the sample size of fewer than 200 participants. This is partially offset by the relatively simple model, which includes multiple indicators per factor, no missing data, and mostly factor loadings above 0.6. Another limitation is the use of convenience sampling, which may increase the risk of selection bias and limit the generalizability of the findings. Additionally, reliance on self-report measures could introduce social desirability bias or inaccuracies. Despite the instrument showing acceptable psychometric properties, two points deserve attention: first, several items were retained despite low factor loadings, reflecting a compromise between theoretical completeness and statistical robustness, suggesting future research might refine or reword these items; second, other forms of validity assessment, such as discriminant validity, were not evaluated in this study.
Conclusion
The psychometric evaluation of the CIPP-based instrument for Medical Etiquette Courses showed acceptable reliability and validity, supporting its use for assessing these training programs. The CIPP model thus provides a strong framework for systematically and meaningfully evaluating the quality of medical etiquette education. By incorporating continuous feedback, this approach facilitates evidence-based decision-making and promotes sustainable educational development. Future research could apply this instrument across multiple academic centers with larger, randomly selected cohorts and explore its use for longitudinally assessing improvements in the medical etiquette curriculum.
- Başak O, Yaphe J, Spiegel W, Wilm S, Carelli F, Metsemakers JF. Early clinical exposure in medical curricula across Europe: an overview. Eur J Gen Pract. 2009; 15(1): 4-10. doi: 1080/13814780902745930. PMID: 19229784
- Ramzan M, Khan KW, Bibi S. Orientation program for first year medical students: A qualitative study. Pakistan Armed Forces Medical Journal. 2018;68(5):1332–8.
- Dyrbye LN, Thomas MR, Shanafelt TD. Systematic review of depression, anxiety, and other indicators of psychological distress among U.S. and Canadian medical students. Acad Med. 2006; 81(4):354-73. doi: 1097/00001888-200604000-00009. PMID: 16565188
- Cruess SR, Cruess RL, Steinert Y. Supporting the development of a professional identity: General principles. Med Teach. 2019; 41(6):641-649. doi: 1080/0142159X.2018.1536260. PMID: 30739517
- Ricchiardi P, Emanuel F. Soft skill assessment in higher education. J Educ Cult Psychol Stud. 2018;2018(17):21–53. doi: 7358/ecps-2018-018-ricc.
- Morrell B, Eukel HN, Santurri LE. Soft skills and implications for future professional practice: Qualitative findings of a nursing education escape room. Nurse Educ Today. 2020; 93:104462. doi: 1016/j.nedt.2020.104462. PMID: 32791421
- David AS. Foundational orientation program for medical students. Education in Medicine Journal. 2013;5(2): e89-e96. doi: 5959/eimj.v5i2.140.
- Bandaru AK. Analysis of orientation program for first year MBBS students to acclimatize to medical institution. International Journal of Scientific Research. 2019; 8(11): 22-3. doi: 36106/ijsr.
- Patel J, Akhani P. A study of perception of first-year MBBS students toward orientation program and foundation course at entry level. National Journal of Physiology, Pharmacy and Pharmacology. 2017; 7(9): 920. doi: 5455/njppp.2017.7.0412301052017.
- Dyrbye LN, Shanafelt TD. A narrative review on burnout experienced by medical students and residents. Med Educ 2016; 50(1):132-49. doi: 1111/medu.12927. PMID: 26695473
- Frenk J, Chen L, Bhutta ZA, Cohen J, Crisp N, Evans T, et al. Health professionals for a new century: transforming education to strengthen health systems in an interdependent world. Lancet. 2010;376(9756):1923-58. doi: 1016/S0140-6736(10)61854-5. PMID: 21112623
- Krüger A, Gillmann B, Hardt C, Döring R, Beckers SK, Rossaint R. Teaching non-technical skills for critical incidents: Crisis resource management training for medical students. Anaesthesist. 2009;58(6):582-8. doi: 1007/s00101-009-1511-6. PMID: 19189061
- Gordon M, Box H, Halliwell JA, Farrell M, Parker L, Stewart A. Enhancing health care non-technical skills: The TINSELS programme. Clin Teach. 2015;12(6):413-7. doi: 1111/tct.12433. PMID: 26178176
- Bhaga PR, Prajapati KM, Bhatt RB, Prajapati VK, Dureja R, Tank GP. Development and introduction of a communication skills module for postgraduate students of ophthalmology. Indian J Ophthalmol. 2019; 67(11): 1810-1815. doi: 4103/ijo.IJO_366_19. PMID: 31638038 PMCID: PMC6836600
- Ullah H, Huma S, Yasin G, Ashraf M, Tahir-Ud-Din Q, Shabana H, et al. Curriculum and program evaluation in medical education: a short systematic literature review. Ann Med Surg (Lond). 2024; 86(10): 5988-5994. doi: 1097/MS9.0000000000002518. PMID: 39359811 PMCID: PMC11444604
- Stufflebeam DL, Webster WJ. Evaluation as an administrative function. In: Boyan N, editor. Handbook of research on educational administration. White Plains (NY): Longman; 1988: 569–601.
- Kyriazos TA. Applied psychometrics: sample size and sample power considerations in factor analysis (EFA, CFA) and SEM in general. Psychology. 2018; 9(8): 2207-30. doi: 4236/psych.2018.98126.
- Stufflebeam DL, Zhang G. The CIPP Evaluation Model: How to Evaluate for Improvement and Accountability. New York: Guilford Press; 2017.
- Sigudla J, Maritz JE. Exploratory factor analysis of constructs used for investigating research uptake for public healthcare practice and policy in a resource-limited setting, South Africa. BMC Health Serv Res. 2023;23(1):1423. doi: 1186/s12913-023-10165-8. PMID: 38102600 PMCID: PMC10724913
- Tavakol M, Wetzel A. Factor analysis: a means for theory and instrument development in support of construct validity. Int J Med Educ. 2020; 11:245-247. doi: 5116/ijme.5f96.0f4a. PMID: 33170146 PMCID: PMC7883798
- Stone BM. The ethical use of fit indices in structural equation modeling: Recommendations for psychologists. Front Psychol. 2021; 12:783226. doi: 3389/fpsyg.2021.783226. PMID: 34887821 PMCID: PMC8650002
- Lazarus A. Soften up: The importance of soft skills for job success. Physician Exec. 2013;39(5):40-5. PMID: 24180187
- Ten Hoeve Y, Jansen G, Roodbol P. The nursing profession: Public image, self-concept and professional identity. A discussion paper. J Adv Nurs. 2014;70(2):295-309. doi: 1111/jan.12177. PMID: 23711235
- Lippman LH, Ryberg R, Carney R, Moore KA. Workforce connections: Key “soft skills” that foster youth workforce success: Toward a consensus across fields. Washington (DC): Child Trends; 2015. [cited 2024 Feb 22]. Available from: https://www.voced.edu.au/content/ngv:68660.
- Kechagias K. Teaching and assessing soft skills. Neapoli, Greece: School of Thessaloniki; 2011.
- Shanley PF. Leaving the "empty glass" of problem-based learning behind: New assumptions and a revised model for case study in preclinical medical education. Acad Med. 2007;82(5):479-85. doi: 1097/ACM.0b013e31803eac4c. PMID: 17457072
- Choi E, Lindquist R, Song Y. Effects of problem-based learning vs. traditional lecture on Korean nursing students’ critical thinking, problem-solving, and self-directed learning. Nurse Educ Today. 2014;34(1):52-6. doi: 1016/j.nedt.2013.02.012. PMID: 23535270
- Zahid MA, Varghese R, Mohammed AM, Ayed AK. Comparison of the problem based learning-driven with the traditional didactic-lecture-based curricula. Int J Med Educ. 2016; 7:181-7. doi: 5116/ijme.5749.80f5. PMID: 27289331 PMCID: PMC4912697
- Kataoka H, Iwase T, Ogawa H, Mahmood S, Sato M, DeSantis J, et al. Can communication skills training improve empathy? A six-year longitudinal study of medical students in Japan. Med Teach. 2019;41(2):195-200. doi: 1080/0142159X.2018.1460657. PMID: 29683011
- Pearson E, McLafferty I. The use of simulation as a learning approach to non-technical skills awareness in final year student nurses. Nurse Educ Pract. 2011;11(6):399-405. doi: 1016/j.nepr.2011.03.023. PMID: 21497554
- Valipour Khajeghyasi R, Liaghatdar MJ, Nili MR, Shirazi M. Ranking the soft skills of the dental profession based on the importance in job performance: A mixed method study in Isfahan and Mazandaran Universities of Medical Sciences. Dent Res J (Isfahan). 2021; 18:24. doi: 4103/1735-3327.313119. PMID: 34249250 PMCID: PMC8248254
- Hausberg MC, Hergert A, Kröger C, Bullinger M, Rose M, Andreas S. Enhancing medical students’ communication skills: Development and evaluation of an undergraduate training program. BMC Med Educ. 2012; 12:16. doi: 1186/1472-6920-12-16. PMID: 22443807 PMCID: PMC3338375
- Zabidi-Hussin ZAMH. Curricular trends in Malaysian medical schools: Innovations within. Ann Acad Med Singap. 2006; 35(9):647-54. doi:47102/annals-acadmedsg.V35N9p647. PMID: 17051282
- Ahmad A, Yusoff MSB, Wan Mohammad WMZW, Mat Nor MZM. Nurturing professional identity through a community-based education program: Medical students’ experience. J Taibah Univ Med Sci. 2018; 13(2):113-122. doi: 1016/j.jtumed.2017.12.001. PMID: 31435313 PMCID: PMC6694961
- Joubert PM, Krüger C, Bergh AM, Pickworth GE, Van Staden CW, Roos JL, et al. Medical students on the value of role models for developing ‘soft skills’: “That’s the way you do it”. South African Psychiatry Review. 2006; 9(1):28–32. doi:4314/ajpsy.v9i1.30204.
- Pollard J, Tombs M. Teaching undergraduate medical students non-technical skills: An evaluation study of a simulated ward experience. Adv Med Educ Pract. 2022; 13:485-494. doi: 2147/AMEP.S344301. PMID: 35592356 PMCID: PMC9113035
- Imwattana K, Dangprapai Y, Ngamskulrungroj P. Active learning classes in a preclinical year may help improve some soft skills of medical students. Siriraj Medical Journal. 2020;72(5):415–23. doi:33192/Smj.2020.56.
- AbdiShahshahani M, Ehsanpour S, Yamani N, Kohan S, Dehghani Z. The development and validation of an instrument to evaluate reproductive health PhD program in Iran based on CIPP evaluation model. Iran J Med Educ. 2014;14(3):252–65. [In Persian]
- Khodabandeh S, Rostambeig P, Sabzevari S, Nouhi E. An investigation of medical school curriculum in Kerman University of Medical Sciences, Iran based on the CIPP model. Strides Dev Med Educ. 2016;12(4):663–70. [In Persian]
- Ahmadipour H, Alirezaie A, Mobasher M. Psychometric properties of the context, input, process, and product (CIPP) model for the evaluation of medical ethics education. Strides Dev Med Educ. 2023; 20(1): 155–61. doi: 22062/sdme.2023.198729.1240.