This descriptive–analytical cross-sectional study was conducted in 2024 in ICUs of three teaching hospitals affiliated with Lorestan University of Medical Sciences, Iran. The study population included all registered ICU nurses, using census sampling. Of 250 eligible nurses, 215 completed the questionnaires. The sample size (N = 215) exceeded methodological standards. For multivariate regression, guidelines suggest 130 - 160 participants for up to 10 predictors, while power analyses for small-to-moderate effects (R = 0.20; f
2 = 0.08 - 0.10) require 190 - 200 participants at 80% power (
14). Therefore, our final sample provided sufficient statistical power and precision for the planned analyses.
Eligibility criteria included active employment in an ICU, possession of an associate degree or higher in nursing, at least three years of ICU work experience, residency in Lorestan province, fitness for regular duty at the time of the survey, and provision of informed consent. Nurses who reported chronic physical or mental illnesses (e.g., diabetes, depression) or who were unwilling to continue participation at any stage were excluded from the study.
Ethical approval for the study was obtained from the Ethics Committee of Lorestan University of Medical Sciences (
IR.LUMS.REC.1402.237). Participants were assured of confidentiality and informed of their voluntary participation, with the right to withdraw at any time without penalty. Written informed consent was obtained prior to data collection. Data were collected using a demographic questionnaire and four standardized instruments. The demographic form captured gender, age, marital status, education, ICU experience, job position, tobacco use, and income.
Leadership styles were measured with the Hersey and Blanchard Questionnaire (1979), comprising 12 situational items with four options reflecting directive, coaching, supportive, and delegating styles; summed scores identified the dominant style (
15). Its validity and reliability in Iranian nursing populations are confirmed, with Cronbach’s alpha 0.81 and Content Validity Index above 0.79 (
16).
Professional ethics were assessed with the 16-item Caduzier Questionnaire covering eight dimensions, rated on a five-point Likert scale; higher scores indicate stronger adherence (
17). The validated Persian version, widely used in Iran, shows acceptable validity and reliability with Cronbach’s alpha 0.81 - 0.85 (
18,
19). Resilience was measured with the 25-item Connor-Davidson Resilience Scale (CD-RISC), scored 0 - 4, total 0 - 100; higher scores indicate greater resilience (
20). The Persian CD-RISC, validated through translation and psychometric testing, shows strong reliability (Cronbach’s α ≈ 0.90) (
21).
Emotional exhaustion was assessed using the nine-item Maslach Burnout Inventory subscale, rated on a five-point Likert scale, total 9 - 45, categorized as low (< 16), moderate (17 - 26), or high (> 27) (
22). This subscale demonstrates reliability coefficients between 0.70 - 0.92 in Iranian studies (
9,
23).
Data collection was conducted electronically via Google Forms. Links were distributed by ICU head nurses and supervisors through professional groups. Participants completed questionnaires after receiving study explanations. Form settings restricted submissions to one response per Google account, ensuring each participant could submit only once and preventing duplicate or incomplete entries.
Data were analyzed using SPSS 25. Normality of continuous variables was tested with the Kolmogorov–Smirnov test. Descriptive statistics (means, SDs, frequencies) were computed. Inferential analyses included t-tests, one-way ANOVA, Pearson correlations, and multivariable regressions adjusted for demographics. Resilience, ethics, and exhaustion were dependent variables, with leadership style (dominant Hersey-Blanchard category) as predictor. Sensitivity analyses modeled continuous leadership scores as dependent, with psychological indicators as predictors. Statistical significance was defined as P < 0.05 for all tests.