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Psychometric properties of the educational leadership scale for nursing students
BMC Medical Education volume 25, Article number: 656 (2025)
Abstract
Background
Educational leadership plays a crucial role in the development of nursing students, significantly enhancing their clinical skills and preparing them to lead advancements in healthcare. This comprehensive educational approach ensures that nursing students are well-equipped to address contemporary healthcare challenges effectively.
Aim
This study aimed to translate the Educational Leadership Scale for Nursing Students into Persian and evaluate its psychometric properties among Iranian nursing students.
Methods
This cross-sectional methodological study was conducted in two phases: translation and cultural adaptation, followed by psychometric evaluation. After obtaining permission from the original scale developer, the scale was translated into Persian using the Pilot and Yang model. Face and content validity were assessed both qualitatively and quantitatively. Construct validity was evaluated through exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). A convenience sample of 469 nursing students from nursing faculties in Kermanshah Province, Iran, completed the questionnaire. Internal consistency was evaluated using Cronbach's alpha and McDonald's omega coefficients. Test–retest reliability was assessed using the intraclass correlation coefficient (ICC) in a subsample of 47 nursing students.
Results
Exploratory and confirmatory factor analyses confirmed the three-factor structure of the Persian version of the instrument, with 19 items accounting for 63.80% of the total variance. The model fit was excellent, as shown by the CFI, GFI, TLI, RMSEA, and SRMR values. The scale demonstrated acceptable internal consistency reliability, with Cronbach's alpha at 0.924 and McDonald's omega at 0.923. The ICC for the total score was 0.924 (95% CI: 0.910–0.936).
Conclusion
The results of the present study indicate that the Persian version of the Educational Leadership Scale for Nursing Students possesses acceptable psychometric properties. The results of face, content, and construct validity, along with reliability indices (including internal consistency and test–retest reliability), indicate that this instrument is an effective tool for evaluating educational leadership characteristics among Iranian nursing students. However, to further confirm the validity and reliability of this scale, future studies with larger and more diverse samples of nursing students, including those in clinical settings, are recommended. Furthermore, examining the criterion validity and discriminant validity of this instrument could contribute to a better understanding of its psychometric characteristics.
Introduction
Nurses, as the largest segment of healthcare professionals, play a pivotal role in addressing the evolving health needs of communities in the contemporary era [1]. Effective nursing leadership is a cornerstone in ensuring optimal responses to these demands. Leadership is a fundamental component of the nursing profession, significantly influencing patient safety and outcomes [2, 3]. Consequently, incorporating leadership skills into nursing education is paramount for preparing the future nursing workforce to meet the challenges of modern healthcare [4].
A critical component of nursing education is the concept of educational leadership [5]. In academic discourse, educational leadership is commonly conceptualized as the capacity to influence others and stimulate their motivation, thereby facilitating the attainment of shared objectives [6]. Educational leadership among nursing students is a multifaceted construct encompassing a diverse array of skills and behaviors, including the ability to influence and inspire peers, establish supportive and effective learning environments, collaborate on group projects, and engage in interprofessional partnerships. Nursing students equipped with effective educational leadership skills can play a pivotal role in curriculum development, mentorship, and the integration of innovative teaching methodologies. By cultivating leadership skills in nursing students, educators contribute to the preparation of a skilled and competent workforce capable of improving the quality of patient care [7] while addressing the complexities of modern healthcare systems.
Educational leadership plays a pivotal role in shaping and advancing the nursing profession, influencing various aspects of nursing practice [8]. However, cultivating this leadership style requires capacity-building across all levels of nursing education to foster quality learning and performance. The significance of educational leadership is more pronounced than ever, necessitating substantial changes and reforms in educational systems to integrate this concept more fully into nursing curricula [8]. Consequently, given the importance of educational leadership among nursing students, assessing it can play a crucial role in identifying the strengths and weaknesses of related skills in this student cohort, ultimately enhancing the quality of nursing education [9].
Existing instruments for assessing nursing leadership have predominantly focused on nurses, with limited tools designed specifically for nursing students. For instance, the Self-Assessment Leadership Instrument (SALI) [10] was developed to measure leadership among nurses. This instrument, also available in Spanish [11], can enhance leadership skills and professional development in undergraduate nursing students. Similarly, Park et al. examined the validity and reliability of the Abbreviated Self-Leadership Questionnaire (ASLQ) in Korean for use among nursing students; their work resulted in a valuable tool for enhancing future nurses'competencies by strengthening students'self-leadership skills [12]. Additionally, Unsworth et al. developed the Leading and Managing Care (LMC) assessment tool to identify constructs relevant to assessing clinical leadership competencies in nursing students. This tool employs a structured approach to developing skills in prioritization, resources management, communication, and risk management [13]. However, none of these instruments can comprehensively or specifically assess educational leadership in nursing students.
Bloom's taxonomy (1956), widely recognized for its gradual classification of educational goals, serves to facilitate and systematize learning in nursing, as it does across all fields of science [14]. This theory, by systematically categorizing educational objectives into three key domains—cognitive, affective, and behavioral—serves as a theoretical foundation for developing self-reporting tools aimed at enhancing educational leadership competencies in nursing. These three dimensions form the foundational pillars of nursing practice. In this regard, Karaman et al. [9] addressed the critical gap in the availability of a comprehensive and specialized tool for assessing educational leadership among nursing students [9]. Building on Bloom's taxonomy [14] as a theoretical framework, Karaman et al. designed the Educational Leadership Scale for Nursing Students. This instrument comprises 19 items structured into three key leadership dimensions: visionary leadership, instructional leadership, and scientific leadership. Their work offers a comprehensive framework that encompasses the multifaceted dimensions of educational leadership and provides a structured approach for evaluating leadership competencies among nursing students. The subscales of"Scientific and Visionary Leadership"include items from the cognitive, affective, and behavioral domains'outcomes, while outcomes from the affective and behavioral domains are included in the"Instructional Leadership"subscale. By integrating the tool's subscales with Bloom's taxonomy, the scale systematically supports the cultivation of students'multidimensional competencies while fostering their professional growth and advancement [9].
Cultural contexts inherent to various societies serve as pivotal determinants in the development and psychometric evaluation of standardized instruments [15]. Factors such as curricula, educational systems, resource availability, national health priorities, and societal norms play a significant role in shaping the level, quality, and dimensions of educational leadership among nursing students across diverse countries. Consequently, the application of instruments developed in this area to various countries and languages necessitates adaptation and psychometric evaluation to align with the cultural context and prevailing norms of the target populations. This process enhances the validity and reliability of results, ensuring that the instrument accurately reflects the educational leadership competencies of nursing students in different settings. Furthermore, by adapting and validating the Educational Leadership Scale for Nursing Students [9] to the cultural and social context of each country, the specific needs of nursing students in those regions can be appropriately addressed.
A comprehensive literature review revealed an absence of instruments designed to assess educational leadership among Iranian nursing students. This gap hinders the standardized and comprehensive evaluation of this critical concept. Iran's nursing education system, which has undergone significant changes in recent decades, plays a pivotal role in achieving the nation's health goals [16]. However, leadership concepts have not been adequately addressed in Iran's nursing curricula, highlighting the need for curricular reform [17]. The development of an instrument to assess educational leadership among nursing students in Iran—where curricula have historically paid limited attention to this concept—is of paramount importance. Evaluating educational leadership levels among students can reveal curricular strengths and weaknesses in addressing and applying this concept. Such an instrument could enhance reflective educational approaches, standardize leadership training frameworks across institutions, strengthen educators'capacity to meet national and international standards and support evidence-based active learning strategies. Consequently, curricular modifications could significantly improve educational quality, producing competent nurses capable of meeting modern societies'evolving and complex healthcare needs, and ultimately enhancing standardized care.
To address this gap and consider the growing importance of educational leadership in nursing, this study aimed to adapt, translate, and psychometrically evaluate the Persian version of the Educational Leadership Scale for Nursing Students for use in Iran. Moreover, the present study seeks to determine whether the Persian version of the instrument possesses acceptable validity and reliability.
Method
Design
This cross-sectional methodological study, conducted between April and July 2024, employed a psychometric evaluation of the Persian version of the Educational Leadership Scale for Nursing Students. The research design involved two primary phases: a translation and cultural adaptation process, followed by a rigorous assessment of the scale's psychometric properties.
Participants and setting
The study involved 469 nursing students enrolled in the nursing faculties of Kermanshah Province (Kermanshah City and Sonqor City), Iran. To ensure adequate sample sizes for both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA), participants were allocated to these analyses based on the recommended ratios of 2 to 20 participants per item for EFA [18] and a sample size ranging from 150 to 500 for CFA [19]. Given the 19-item Educational Leadership Scale, the 469 nursing students were randomly divided into two groups: 160 for EFA and 309 for CFA. A convenience sampling method was utilized to recruit nursing students in their second to fourth years who fulfilled the inclusion criteria and provided consent to participate. Participants with more than 10% missing data were excluded from the analysis [20]. The final response rate was 91.6%.
Face validity was assessed using feedback from 20 nursing students, and content validity was evaluated by 14 experts. The intraclass correlation coefficient (ICC) was calculated using data from 47 students who participated in two phases 14 days apart. McDonald's Omega and Cronbach's Alpha reliability analyses were conducted using data from 309 participants in the CFA.
Study instrument
The study utilized the Educational Leadership Scale for Nursing Students, originally developed by Funda Karaman et al. in Turkey in 2023 [9]. This 19-item scale measures three dimensions of educational leadership: Visionary Leadership (10 items), Instructional Leadership (5 items), and Scientific Leadership (4 items). Respondents rate each item on a 5-point Likert scale ranging from 1 ("Never Disagree") to 5 ("Strongly Agree"). Total scores range between 19 and 95 points, with higher scores indicating progressively higher educational leadership levels among nursing students. The scale contains no inverse items. It demonstrates strong construct validity and a high Cronbach's alpha coefficient of 0.92, confirming excellent internal consistency [9].
Translation and cultural adaptation
Following permission from the original developers, the Educational Leadership Scale for Nursing Students was translated and culturally adapted using the Polit and Yang model [21]. The process involved the following steps:
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Forward Translation: Two Iranian translators fluent in Persian and English independently translated the scale from English to Persian.
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Synthesis: A single Persian version was synthesized after expert review of the translations.
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Back-Translation: Two additional bilingual translators, blinded to the original scale, back-translated the Persian version into English.
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Reconciliation: A refined final Persian version was developed through expert consultation.
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Pre-testing and Cognitive Interviewing: Clarity and relevance were assessed via interviews with 10 nursing students, who evaluated each item for difficulty, irrelevance, and ambiguity.
Psychometric evaluation
This phase assessed the validity (face, content, and construct) and reliability (internal consistency) of the Persian version of the scale.
Face validity assessment
Quantitative face validity was evaluated by having 20 nursing students complete the questionnaire. Respondents rated the importance of each item on a 5-point Likert scale ranging from"not important"to"completely important."The impact score for each item was calculated using the formula:
Items with an impact score above 1.5 were retained for further analysis [22].
Content validity assessment
Content validity was evaluated through qualitative and quantitative methods. For qualitative assessment, 14 experts (five nursing faculty members, five nursing managers with master's degrees, and four clinical nurses with master's degrees) reviewed the scale's items for grammatical accuracy, wording, item placement, clarity, scoring, and cultural relevance to Iran.
Quantitative content validity was determined using two indices:
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Content Validity Ratio (CVR): Experts rated item necessity on a 3-point scale ("necessary,""useful but not necessary,""not necessary") [23, 24]. The CVR was evaluated against Lawshe's table, with a minimum acceptable value of 0.49 for 14 experts [25]
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Content Validity Index (CVI): Experts rated item relevance on a 4-point scale (“not relevant” to “very relevant”). A CVI ≥ 0.79 was deemed excellent per Polit and Beck's criteria [26].
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Construct Validity Assessment
Exploratory Factor Analysis (EFA) was conducted with Varimax rotation. The Kaiser–Meyer–Olkin (KMO) and Bartlett's tests were used to evaluate sampling adequacy. A KMO value greater than 0.7 and a significant Bartlett's test (p < 0.05) indicated adequate sampling [27]. Factors with eigenvalues exceeding one and factor loadings above 0.5 were retained [28, 29].
Confirmatory Factor Analysis (CFA) was employed to assess the effectiveness of each item in measuring the scale's factors. The following model fit indices were evaluated: χ2/df < 3, RMSEA < 0.08 [30], GFI > 0.90, CFI > 0.90, TLI > 0.90, IFI > 0.90, and AGFI > 0.80 [31, 32].
Reliability assessment
The internal consistency of the scale was evaluated using Cronbach's alpha and McDonald's ω coefficients. Both coefficients were deemed acceptable when exceeding 0.70 [33]. Test–retest reliability was assessed using the Intraclass Correlation Coefficient (ICC) on a subset of 10% of the sample (n = 47 nursing students) over two occasions, 14 days apart [34]. An ICC of 0.75 or higher was deemed indicative of acceptable test–retest reliability [35].
Data collection
This study used a demographic form to collect data on age, gender, marital status, and education level. The Educational Leadership Scale for Nursing Students was also administered. Data were collected in person at the nursing school, following the students'academic schedules. Collaboration with nursing faculty ensured questionnaire administration within classrooms. For students engaged in clinical rotations (fourth-year) who were not present on campus, researchers visited their respective hospitals to facilitate questionnaire completion by participants.
Statistical analysis
Data were analyzed using SPSS (version 26.0) and LISREL (version 8.0). Normality was assessed via skewness and kurtosis. For the Educational Leadership Scale for Nursing Students, skewness and kurtosis values for all items ranged from − 2 to 2, indicating approximately symmetrical distributions. Statistical techniques included Cronbach's alpha, McDonald's ω, Intraclass Correlation Coefficient (ICC), and exploratory and confirmatory factor analyses.
Results
Descriptive results
A total of 160 nursing students participated in the EFA phase. The sample had a mean age of 23.19 years (SD = 2.84), ranging from 20 to 33 years. The majority of participants were male (51.2%), single (96.9%), and in their second year of undergraduate studies (41.2%).
For the CFA phase, the sample size consisted of 309 nursing students. The mean age was slightly higher at 23.52 years (SD = 2.36), with an age range of 20 to 33 years. Most participants were female (54%), single (95.5%), and in their fourth year of undergraduate studies (38.2%). A detailed breakdown of the demographic characteristics for both phases is presented in Table 1.
Face validity
The qualitative face validity assessment identified items 8 and 11 as requiring clarification to eliminate ambiguity. Following the necessary revisions, all items were retained for further analysis in the quantitative face validity evaluation, as each item recorded an impact score greater than 1.5.
Content validity
Qualitative content analysis identified the need for modifications in three items (4, 13, and 17) to enhance clarity and comprehensibility. Following expert review and revisions, these items were deemed appropriate. The quantitative content validity of the scale was assessed using the CVR, which was found to be 0.87. This value falls within the acceptable range of 0.71 to 1. Additionally, the CVI, calculated using the Waltz and Bausell index, was 0.95, with individual item scores ranging from 0.86 to 1. Supplementary Table 1.
EFA of construct validity
EFA was conducted on a sample of 160 participants to examine the construct validity of the scale. The Kaiser–Meyer–Olkin (KMO) measure, a widely used indicator of sampling adequacy, was found to be 0.897. Bartlett's test of sphericity was also conducted to assess the appropriateness of factor analysis. The test yielded a significant result (χ2 = 2220.637, p < 0.001), confirming that the correlation matrix is not an identity matrix.
The EFA, using the Maximum Likelihood (ML) method and Varimax rotation, identified a three-factor solution with eigenvalues greater than 1.0, accounting for 63.80% of the total variance. As shown in Table 2, all 19 items on the scale had factor loadings above 0.50 and were assigned to the three factors: Visionary Leadership (10 items), Instructional Leadership (5 items), and Scientific Leadership (4 items). Three factors were selected for analysis, identified by retaining only those with eigenvalues greater than, the scree plot, presented in Supplementary Fig. 1, visually confirms the three-factor structure of the scale.
CFA of construct validity
A CFA was conducted on a sample of 309 nursing students to validate the three-factor structure of the scale. The results indicated a satisfactory model fit, with χ2 = 337.19, p < 0.0001, RMSEA = 0.07, NNFI/TLI = 0.94, CFI = 0.90, GFI = 0.90, SRMR = 0.048, and df = 149 (χ2/df = 2.26).
The path diagram and factor loadings from the CFA are depicted in Fig. 1. Additionally, Pearson's correlation analysis revealed significant and positive relationships between the subscales and the overall scale, as shown in Table 3. All first- and second-order factor loadings were statistically significant at the 95% confidence level (|λ|> 1.96). The Lambda coefficients (λ), which represent the standardized factor loadings for each factor, are presented in Table 4.
Reliability tests
Internal consistency
The Cronbach's alpha coefficient for the overall scale was 0.924, indicating excellent internal consistency. For the individual factors, Cronbach's alpha ranged from 0.711 to 0.903, demonstrating acceptable reliability for all factors (Table 4). Similarly, McDonald's omega coefficient for the total scale was 0.923, and values for the three factors ranged from 0.710 to 0.903, further supporting the scale's reliability. These findings collectively demonstrate strong internal consistency.
Test–retest reliability
The Intraclass Correlation Coefficient (ICC) for the total score of the scale was 0.924 (95% CI: 0.910–0.936), indicating high test–retest reliability (Table 4).
Discussion
The present study aimed to adapt and validate the Persian version of the Educational Leadership Scale for Nursing Students. The results confirmed the three-factor structure of the scale, namely Visionary Leadership, Instructional Leadership, and Scientific Leadership, which accounted for 63.80% of the total variance. Exploratory and confirmatory factor analyses demonstrated a good model fit, indicating that this scale effectively measures the intended constructs. These findings align with research by Karaman et al. on the original version of the scale [9], which reported 58.64% explained variance. This comparison suggests that the Educational Leadership Scale for Nursing Students exhibits cross-cultural generalizability and can reliably measure educational leadership constructs in both Iranian and Turkish contexts.
An essential aspect of evaluating an instrument is examining its validity. In this study, the face and content validity of the Educational Leadership Scale for Nursing Students were rigorously assessed. The qualitative face validity assessment identified the need for clarification in certain items. After making revisions, all items achieved impact scores greater than 1.5 during the quantitative face validity evaluation, confirming their acceptability. This finding is consistent with Daud's study [36], where face validity was established post-revision. For content validity, expert feedback was incorporated, yielding a CVR of 0.87 and a CVI of 0.95. These values correspond with Samad's study [37], which reported CVR and CVI values of 0.78 and 0.89, respectively. The results confirm strong content validity and comprehensive coverage of the target constructs. Ensuring face and content validity enhances participant comprehension and alignment with research objectives, thereby bolstering the instrument's credibility [37].
Reliability is another critical psychometric property. The Educational Leadership Scale for Nursing Students demonstrated high internal consistency, with a Cronbach's alpha coefficient of 0.924 for the total scale and subscale values ranging from 0.711 to 0.903. These results align with prior studies on educational leadership [38]. For instance, Aldighrir [39] reported a Cronbach's alpha of 0.89 for a similar instrument among faculty members. Additionally, the McDonald's omega coefficient (ω = 0.923) further confirmed the reliability of the scale in this study. Test–retest reliability, assessed via intraclass correlation coefficient (ICC), yielded a total score ICC of 0.924 (95% CI: 0.910–0.936), consistent with Gustafsson's findings [40] (ICC range: 0.70–0.96). The high ICC underscores the scale's temporal stability, a vital feature for longitudinal and intervention studies [41]. Collectively, these results validate the scale's reliability and internal consistency, reinforcing its utility in educational leadership research.
Among the identified factors,"Scientific Leadership"emerged as the most influential, explaining 48.523% of the total variance. This underscores the critical role of scientific leadership in preparing nursing students for clinical settings. Studies have demonstrated that scientific leadership empowers nurses to effectively apply their scientific and leadership abilities in complex clinical situations [42]. Research in other fields, such as medical education, has identified scientific leadership as a key factor in improving the quality of education and learning [43]. These skills enable nurses to make informed decisions in complex clinical scenarios [44, 45], contribute to enhancing healthcare quality, and improve patient outcomes [42, 46]. To address complex clinical challenges effectively, students must cultivate their scientific and leadership skills [4, 44, 45]. The"clinical problem-solving"and"professional identity"subscales of other scales correlate with this factor, highlighting the importance of problem-solving and decision-making skills in clinical practice [47, 48]. These skills empower nurses to address common and complex challenges in clinical settings innovatively and effectively [49]. Clinical judgment and nursing performance involve the ability to assess clinical situations, identify patient needs, prioritize care, implement appropriate interventions, and evaluate patient responses to treatment [43].
The second identified factor,"Instructional Leadership,"accounted for 7.664% of the total variance, ranking second in the measurement of educational leadership. This finding aligns with the study by Karaman et al., in which this factor was also ranked second in importance [9]. This factor comprises items related to instructional applications and leadership abilities in educational settings. The significance of instructional leadership in nursing is particularly evident in its ability to motivate students and enhance their clinical skills [50, 51]. In other disciplines, such as teacher education, instructional leadership has been recognized as a potent factor in creating positive learning environments and fostering student motivation [52]. This type of leadership empowers teachers and nurses to challenge students through innovative methods and engage them in more active learning processes [50,51,52].
The third factor,"Visionary Leadership,"contributed 7.620% of the total variance and encompasses items focused on creating a vision and motivating nursing students. This factor signifies the ability of nurses to inspire and motivate others toward shared goals [53, 54]. In studies on educational leadership across various disciplines, visionary leadership has been recognized as a crucial skill in enhancing service quality and fostering teamwork [55]. This type of leadership empowers nurses to guide clinical teams toward shared objectives by establishing a common vision, thereby improving healthcare quality [52]. Visionary leadership also equips nurses to respond swiftly and make resilient decisions in emergency and unexpected situations [56]. In essence, visionary leadership is a pivotal skill for improving healthcare quality and advancing the standard of healthcare services [52].
Limitations
This study employed a cross-sectional design and utilized convenience sampling to recruit nursing students from a western province in Iran. The investigation focused on evaluating the psychometric properties of the Persian version of the Educational Leadership Scale for Nursing Students. However, the inherent limitations of the cross-sectional design and the specific nature of the sample may restrict the generalizability of the findings. Additionally, while the content and construct validity of the scale were assessed, criterion-related validity—including measures such as concurrent and predictive validity—was not examined. Furthermore, the extent to which cultural and contextual factors influence responses to the scale remains unclear. Future research should explore the cultural adaptation of this instrument in more diverse populations to better understand the influence of culture on educational leadership and address the unique needs of nursing students across different regions of a country.
Conclusion
This study successfully developed and validated a culturally appropriate instrument for assessing educational leadership among Iranian nursing students. The tool can serve as a valuable resource for educational and clinical administrators to evaluate and enhance educational leadership competencies among students. Researchers and research managers may also use this instrument to conduct further studies on educational leadership within Iran, contributing to broader efforts to improve nursing education and practice.
Data availability
The data analyzed during the current study are available from the corresponding author upon reasonable request.
Abbreviations
- CVI:
-
Content Validity Index
- CVR:
-
Content Validity Ratio
- KMO:
-
Kaiser-Meyer-Olkin
- EFA:
-
Exploratory Factor Analysis
- CFA:
-
Confirmatory Factor Analysis
- TLI:
-
Tucker-Lewis Index
- NFI:
-
Normed Fit Index
- GFI:
-
Goodness of Fit Index
- RMSEA:
-
Root Mean Square Error of Approximation
- PC:
-
Principal Components
- SRMR:
-
Standardized Root Mean Square Residual
- KUMS:
-
Kermanshah University of Medical Sciences
References
Etowa J, Vukic A, Aston M, Iduye D, Mckibbon S, George A, et al. Experiences of nurses and midwives in policy development in low-and middle-income countries: qualitative systematic review. International Journal of Nursing Studies Advances. 2023;5: 100116.
Kim HO, Lee I, Lee BS. Nursing leaders’ perceptions of the state of nursing leadership and the need for nursing leadership education reform: a qualitative content analysis from South Korea. J Nurs Manag. 2022;30(7):2216–26.
Reime MH, Bell K, Albrigtsen B, Beisland EG. Baccalaureate nursing students’ reflections on professional development within the nursing leadership role when participating in student-run teams: a qualitative content analysis of student’s reflection notes. SAGE Open Nursing. 2022;8: 23779608221130604.
Alilyyani B, Althobaiti E, Al-Talhi M, Almalki T, Alharthy T, Alnefaie M, et al. Nursing experience and leadership skills among staff nurses and intern nursing students in Saudi Arabia: a mixed methods study. BMC Nurs. 2024;23(1):87.
Nowell L, Davidson S, Gospodinov J, Laing C, Shajani Z, Dewell S, et al. Evaluating fundamental care knowledge to inform educational leadership. J Adv Nurs. 2023;79(3):1174–88.
Taghavinia M, Maleki MR, Arabshahi KS. Educational leadership in education development centers: a qualitative study. Journal of Education and Health Promotion. 2021;10(1):46.
Aydogdu ALF. Exploring different aspects of nursing leadership: an integrative review of qualitative studies. Mod Care J. 2023;20(4): e130402.
Girard N. Educational leadership in professional nursing. Perioperative Nursing Clinics. 2009;4(1):43–9.
Karaman F, KavgaoĞlu D, Yildirim G, Rashidi M, Ünsal Jafarov G, Zahoor H, et al. Development of the educational leadership scale for nursing students: a methodological study. BMC Nurs. 2023;22(1):110.
Söderman A, Östlund U, Harstäde CW, Blomberg K. Dignity-conserving care for persons with palliative care needs—identifying outcomes studied in research: an integrative review. Palliat Support Care. 2020;18(6):722–40.
Linares PF, Higueras ER, Martin-Ferreres ML, Torre MÁC, Capellades LW, Fernández-Puebla AG. Dimensions of leadership in undergraduate nursing students. Validation of a tool. Nurse education today. 2020;95:104576.
Park H-J, Kim S-K, Yu S. Validity and reliability of the Korean version of the self-leadership questionnaire for nursing students. SAGE Open. 2024;14(1): 21582440241239786.
Unsworth J, Melling A, Porteous D. Development and evaluation of the validity and reliability of the leading and managing care pre-registration nursing student assessment tool. SAGE Open Nursing. 2021;7: 23779608211000259.
M T. Physical activity. WHO (World Health Organization). Available from: http://www.who.int/topics/physical_activity/en/.
Pourshahri E, Mohammadi F, Shareinia H, Abadi F, Bijani M. Translation and psychometric testing of the Persian version of nurses’ ethical decision-making in end-of-life care scale. BMC Nurs. 2024;23(1):316.
Farsi Z, Nasiri M, Sajadi SA, Khavasi M. Comparison of Iran’s nursing education with developed and developing countries: a review on descriptive-comparative studies. BMC Nurs. 2022;21(1):105.
Hozni SA, Hakkak M, Vahdati H, Nazarpoori AH. Nursing leadership competency learning-an integrative review. Future Med Educ J. 2019;8(4):46–54.
Anthoine E, Moret L, Regnault A, Sébille V, Hardouin J-B. Sample size used to validate a scale: a review of publications on newly-developed patient reported outcomes measures. Health Qual Life Outcomes. 2014;12:1–10.
Munro BH. Statistical methods for health care research. Philadelphia: Lippincott williams & wilkins; 2005.
Nulty DD. The adequacy of response rates to online and paper surveys: what can be done? Assess Eval High Educ. 2008;33(3):301–14.
Polit DF, Yang FM. Measurement and the measurement of change: a primer for the health professions. Philadelphia: Wolters Kluwer; 2016.
Polit D, Beck C. Essentials of nursing research: appraising evidence for nursing practice. Lippincott Williams & Wilkins; 2020.
Binti Hassan SA. Content validity of STEMTIP using CVR method. Int J Acad Res Bus Soc Sci. 2018;8:1118–25.
Lawshe C. A quantitative approach to content validity. Personnel psychology/Berrett-Koehler Publishers; 1975.
Lawshe CH. A quantitative approach to content validity. Pers Psychol. 1975;28(4):563–75.
Woo K. Polit & Beck Canadian essentials of nursing research. Lippincott Williams & Wilkins; 2017.
Henson RK, Roberts JK. Use of exploratory factor analysis in published research: common errors and some comment on improved practice. Educ Psychol Measur. 2006;66(3):393–416.
Wolf EJ, Harrington KM, Clark SL, Miller MW. Sample size requirements for structural equation models: an evaluation of power, bias, and solution propriety. Educ Psychol Measur. 2013;73(6):913–34.
Jalali A, Sharifi A, Ezzati E, Babaei K, Chavoshani F, Rahmani S, et al. Cultural adaptation and psychometric evaluation of the Persian version of the motivation for nursing student scale (MNSS). BMC Med Educ. 2024;24(1):1117.
Byrne BM. Structural equation modeling with Mplus: basic concepts, applications, and programming. Routledge; 2013.
Floyd FJ, Widaman KF. Factor analysis in the development and refinement of clinical assessment instruments. Psychol Assess. 1995;7(3): 286.
Jalali A, Naghibzadeh A, Mohammadi MM, et al. Translation and validation of the Persian version of the Nursing Practice Readiness Scale (NPRS) for new graduate nurses. BMC Nurs. 2024;23:760.
McNeish D. Thanks coefficient alpha, we’ll take it from here. Psychol Methods. 2018;23(3):412.
Polit DF, Beck CT. Nursing research: generating and assessing evidence for nursing practice. Lippincott Williams & Wilkins; 2008.
Koo TK, Li MY. A guideline of selecting and reporting intraclass correlation coefficients for reliability research. J Chiropr Med. 2016;15(2):155–63.
Daud RB, Johari S, Abdul-Hamid F, Junaini SN, bin Nordin MN. Face and content validity for the special education leadership (integration) questionnaire in Malaysia. Turkish Journal of Computer and Mathematics Education. 2021;12(11):5172–8.
Samad N, Noor MAM, Mansor M, Jumahat T. Measuring the content validity of middle leadership competence model using content validity ratio (CVR) analysis. International Journal of Business and Technology Management. 2023;5(4):134–44.
Rivera JG. Educational leadership attributes scale: a proposed instrument for self-assessment of leadership attributes.
Aldighrir WM. Development and psychometric evaluation of the educational leadership scale for faculty members: insights from the network analysis perspective. Eur J Educ. 2024;59(4):e12773.
Gustafsson M, Blomberg K, Holmefur M. Test-retest reliability of the clinical learning environment, supervision and nurse teacher (CLES+ T) scale. Nurse Educ Pract. 2015;15(4):253–7.
Leyland AH, Groenewegen PP. Intraclass correlation coefficient (ICC). In: Encyclopedia of quality of life and well-being research. Springer; 2024. p. 3643–4.
Kim HJ, Kawar LN, Rondinelli J, Aquino-Maneja EM, McGinnis JA, Scruth E, et al. The role of the nurse scientist and nursing research within a national integrated health care system. Nurs Adm Q. 2024;48(3):237–47.
Ismaya B, Sutrisno S, Darmawan D, Jahroni J, Kholis N. Strategy for leadership: how principals of successful schools improve education quality. Al-Tanzim: Jurnal Manajemen Pendidikan Islam. 2023;7(1):247–59.
Koutsona A. Leadership and decision-making through crisis: the case of Covid-19 crisis. 2023.
Parada CMGdL, Paz EPA, Nichiata LYI, Barbosa DA, Kantorski L. Advanced practice nursing:“training” pillar in supporting the proposal in Brazil. Revista Brasileira de Enfermagem. 2023;76(5): e20230118.
Cross HR, Greenwood-Quaintance KE, Souli M, Komarow L, Geres HS, Hamasaki T, et al. Under the hood: the scientific leadership, clinical operations, statistical and data management, and laboratory centers of the antibacterial resistance leadership group. Clinical Infectious Diseases. 2023;77(Supplement_4):S288–94.
Boles AM. Exploring student perceptions of problem-based learning and clinical field experiences: a phenomenological study. Liberty University; 2024.
Adeleke BBC. Development of critical thinking skills in medical education through teaching strategies: a perceptionof future teachers of professional subject for medical schools. 2024.
Garvey L, Hood K, Willetts G, Weller-Newton J, Wheelahan J, Croy G. Nursing educators’ professional identity: challenges and consequences when adopting the flipped approach. Teaching and Learning in Nursing. 2023;18(2):257–62.
Munna AS. Instructional leadership and role of module leaders. International Journal of Educational Reform. 2023;32(1):38–54.
Mrayyan MT, Algunmeeyn A, Abunab HY, Kutah OA, Alfayoumi I, Khait AA. Attributes, skills and actions of clinical leadership in nursing as reported by hospital nurses: a cross-sectional study. BMJ Lead. 2023;7(3):leader-2022-000672.
Kilag OKT, Sasan JM. Unpacking the role of instructional leadership in teacher professional development. Advanced Qualitative Research. 2023;1(1):63–73.
Rosadi I, Setyaningsih S, Suhardi E. The influence of visionary leadership, organizational culture, self-efficacy, and work motivation on teacher creativity. Journal of Educational Administration. 2024;41(1):30–55.
Darmono, & Nuruzzaman, Muhammad & Wahyuni I, Setiawan RJ, Ma'ruf K. Visionary leadership: the key to quality education. 2024;21:1371–88.
Ariani R, Hardhienata S, Entang M. Increasing work productivity through organizational culture, visionary leadership, and achievement motivation. In: SUJANA: education and learning review. 2023. p. 39-52.
Sari N, Omar M, Pasinringi SA, Zulkifli A, Sidin AI. Developing hospital resilience domains in facing disruption era in Indonesia: a qualitative study. BMC Health Serv Res. 2023;23(1):1395.
Acknowledgements
The authors thank the faculty members of the Student Research Committee of Kermanshah University of Medical Sciences. This research project has been registered with code 4021004 at Kermanshah University of Medical Sciences, Iran.
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This study received partial funding from Kermanshah University of Medical Sciences, Iran.
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All authors participated and approved the study design. K, M; F, H and A, J contributed to designing the study. E, E; S, R; and A, N collected the data. Data analyses were performed by A, J; F, H; and K, M. The final report and article were written by A, J; K, M; A, N; S, R; E, E; and F, H. All authors read and approved the final manuscript.
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This research study received ethical approval from the Ethics Committee of Kermanshah University of Medical Sciences (Ethics code: IR.KUMS.REC.1402.257). Written permission was obtained from the scale's developers for its use. All participants provided written informed consent before participation. The study was conducted in accordance with the principles outlined in the Declaration of Helsinki. All research procedures adhered to relevant guidelines and regulations.
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The authors declare no competing interests.
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Jalali, A., Ezzati, E., Hadadian, F. et al. Psychometric properties of the educational leadership scale for nursing students. BMC Med Educ 25, 656 (2025). https://doiorg.publicaciones.saludcastillayleon.es/10.1186/s12909-025-07269-6
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DOI: https://doiorg.publicaciones.saludcastillayleon.es/10.1186/s12909-025-07269-6