Factors Associated With Turnover Intention Among Nurses: A Quantile Regression Analysis.
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| Titel: | Factors Associated With Turnover Intention Among Nurses: A Quantile Regression Analysis. |
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| Autoren: | Nam S; College of Nursing, Yonsei University, Seoul, Korea.; Li Ka Shing Faculty of Medicine, School of Nursing, The University of Hong Kong, Pokfulam, Hong Kong, China., Wong JYH; School of Nursing and Health Studies, Hong Kong Metropolitan University, Kowloon, Hong Kong, China., Fong DYT; Li Ka Shing Faculty of Medicine, School of Nursing, The University of Hong Kong, Pokfulam, Hong Kong, China. |
| Quelle: | Journal of clinical nursing [J Clin Nurs] 2025 Oct; Vol. 34 (10), pp. 4377-4388. Date of Electronic Publication: 2025 Mar 25. |
| Publikationsart: | Journal Article |
| Sprache: | English |
| Info zur Zeitschrift: | Publisher: Blackwell Scientific Publications Country of Publication: England NLM ID: 9207302 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2702 (Electronic) Linking ISSN: 09621067 NLM ISO Abbreviation: J Clin Nurs Subsets: MEDLINE |
| Imprint Name(s): | Original Publication: Oxford ; Boston : Blackwell Scientific Publications, c1992- |
| MeSH-Schlagworte: | Personnel Turnover*/statistics & numerical data , Nursing Staff, Hospital*/psychology , Workplace*/psychology , Intention*, Humans ; Cross-Sectional Studies ; Adult ; Female ; Male ; Hong Kong ; Bullying/psychology ; Bullying/statistics & numerical data ; Middle Aged ; Regression Analysis ; Surveys and Questionnaires ; Job Satisfaction |
| Abstract: | Objectives: To investigate the factors influencing turnover intention among nurses, and to examine the association between psychological distress and turnover intention across different types of workplace bullying exposure. Methods: A cross-sectional study was conducted with 188 registered nurses in Hong Kong, recruited through convenience sampling. Data collection took place from April 2020 to September 2021. Quantile regression analysis, which captures relationships that may be overlooked by ordinary least squares regression, was employed to explore the factors influencing turnover intention varied across different levels. This analysis examined the associations between demographic and work-related characteristics, work events, work environment features, affective states and turnover intention across quantiles ranging from 0.05 to 0.95. Results: Quantile regression analysis revealed that only indirect or direct exposure to workplace bullying was positively associated with turnover intention at the 25th percentile, while both forms of exposure were significantly associated with turnover intention across all percentiles. The absence of workplace violence reporting procedures was positively associated with turnover intention at the highest quantile. Depressive symptoms were significantly associated with turnover intention at the 5th, 25th and 50th percentiles. Additionally, nurses exposed to both direct and indirect workplace bullying exhibited higher levels of psychological distress and turnover intention compared to those exposed to either form alone or those without exposure. Conclusions: Exposure to workplace bullying, the absence of workplace violence reporting procedures, and depressive symptoms significantly contribute to turnover intention among nurses across different levels. To improve nurse retention and workforce sustainability, healthcare organisations should implement targeted interventions that address turnover risk at varying levels. Relevance to Clinical Practice: These findings underscore the need for healthcare organisations to develop and enforce strategies aimed at preventing workplace bullying, providing comprehensive mental health support and establishing effective reporting mechanisms for workplace violence. Patient and Public Contribution: No patient or public involvement. (© 2025 John Wiley & Sons Ltd.) |
| References: | American Nurses Association. 2015. “ANA Position Statement: Incivility, Bullying, and Workplace Violence.” https://www.nursingworld.org/practice‐policy/nursing‐excellence/official‐position‐statements/id/incivility‐bullying‐and‐workplace‐violence/. Aristidou, L., M. Mpouzika, E. D. Papathanassoglou, N. Middleton, and M. N. K. Karanikola. 2020. “Association Between Workplace Bullying Occurrence and Trauma Symptoms Among Healthcare Professionals in Cyprus.” Frontiers in Psychology 11: 575623. https://doi.org/10.3389/fpsyg.2020.575623. Bae, S. H. 2022. “Noneconomic and Economic Impacts of Nurse Turnover in Hospitals: A Systematic Review.” International Nursing Review 69, no. 3: 392–404. https://doi.org/10.1111/inr.12769. Barlow, K. M., and G. A. Zangaro. 2010. “Meta‐Analysis of the Reliability and Validity of the Anticipated Turnover Scale Across Studies of Registered Nurses in the United States.” Journal of Nursing Management 18: 862–873. https://doi.org/10.1111/j.1365‐2834.2010.01171.x. Boniol, M., T. Kunjumen, T. S. Nair, A. Siyam, J. Campbell, and K. Diallo. 2022. “The Global Health Workforce Stock and Distribution in 2020 and 2030: A Threat to Equity and ‘Universal’ Health Coverage?” BMJ Global Health 7: e009316. https://doi.org/10.1136/bmjgh‐2022‐009316. Cakal, H., S. Keshavarzi, A. Ruhani, and G. Dakhil‐Abbasi. 2021. “Workplace Violence and Turnover Intentions Among Nurses: The Moderating Roles of Invulnerability and Organisational Support–A Cross‐Sectional Study.” Journal of Clinical Nursing. https://doi.org/10.1111/jocn.15997. Chen, C., and S. T. Meier. 2021. “Burnout and Depression in Nurses: A Systematic Review and Meta‐Analysis.” International Journal of Nursing Studies 124: 104099. https://doi.org/10.1016/j.ijnurstu.2021.104099. Choi, P. P., W. M. Lee, S. S. Wong, and M. H. Tiu. 2022. “Competencies of Nurse Managers as Predictors of Staff Nurses' Job Satisfaction and Turnover Intention.” International Journal of Environmental Research and Public Health 19, no. 18: 11461. https://doi.org/10.3390/ijerph191811461. Christensen, S. S., B. L. Wilson, and S. D. Hansen. 2023. “Using Affective Events Theory to Conceptualise Nurses' Emotional Behaviour: A Scoping Review.” Collegian 30, no. 1: 147–153. https://doi.org/10.1016/j.colegn.2022.05.010. Cleophas, T. J., and A. H. Zwinderman. 2021. Quantile Regression in Clinical Research. Springer. https://doi.org/10.1007/978‐3‐030‐82840‐0_1. de Vries, N., L. Maniscalco, D. Matranga, J. Bouman, and J. P. de Winter. 2024. “Determinants of Intention to Leave Among Nurses and Physicians in a Hospital Setting During the COVID‐19 Pandemic: A Systematic Review and Meta‐Analysis.” PLoS One 19, no. 3: e0300377. https://doi.org/10.1371/journal.pone.0300377. Edwin, H. S., A. M. Trinkoff, M. E. Mills, and S. Zhu. 2024. “Psychological Distress Symptoms in Nurses and Their Intention to Leave: A Cross‐Sectional Secondary Data Analysis.” Journal of Advanced Nursing 81, no. 3: 1286–1299. https://doi.org/10.1111/jan.16290. Hair, J. F., W. C. Black, B. J. Babin, and R. E. Anderson. 2019. Multivariate Data Analysis. 8th ed. Cengage. Henry, J. D., and J. R. Crawford. 2005. “The Short‐Form Version of the Depression Anxiety Stress Scales (DASS‐21): Construct Validity and Normative Data in a Large Non‐Clinical Sample.” British Journal of Clinical Psychology 44, no. 2: 227–239. https://doi.org/10.1348/014466505X29657. Hinshaw, A. S., and J. R. Atwood. 1985. Anticipated Turnover Among Nursing Staff Study: Final Report. National Institutes of Health, National Center for Nursing Research. Holm, K., S. Jönsson, and T. Muhonen. 2023. “How Are Witnessed Workplace Bullying and Bystander Roles Related to Perceived Care Quality, Work Engagement, and Turnover Intentions in the Healthcare Sector? A Longitudinal Study.” International Journal of Nursing Studies 138: 104429. https://doi.org/10.1016/j.ijnurstu.2022.104429. Hong, S., H. Kim, E. K. Choi, and C. G. Park. 2022. “Workplace Bullying and Different Levels of Post‐Traumatic Stress Symptoms of Nurses: A Quantile Regression Approach for Effective Coping Strategies.” Journal of Nursing Management 30, no. 6: 1445–1453. https://doi.org/10.1111/jonm.13388. Hospital Authority. 2024. “Report on Key Performance Indicators.” https://www.ha.org.hk/haho/ho/ca/AOM‐P1938.pdf. Huang, L., H. Chang, X. Peng, F. Zhang, B. Mo, and Y. Liu. 2022. “Formally Reporting Incidents of Workplace Violence Among Nurses: A Scoping Review.” Journal of Nursing Management 30, no. 6: 1677–1687. https://doi.org/10.1111/jonm.13567. Hung, M. S., and S. K. K. Lam. 2020. “Antecedents and Contextual Factors Affecting Occupational Turnover Among Registered Nurses in Public Hospitals in Hong Kong: A Qualitative Descriptive Study.” International Journal of Environmental Research and Public Health 17, no. 11: 3834. https://doi.org/10.3390/ijerph17113834. International Council of Nurses. 2024. “International Nurses Day 2024: The Economic Power of Care.” https://www.icn.ch/sites/default/files/2024‐05/ICN_IND2024_report_EN_A4_6.1.pdf. Jang, I., S. J. Jang, and S. J. Chang. 2024. “Factors Influencing Hospital Nurses' Workplace Bullying Experiences Focusing on Meritocracy Belief, Emotional Intelligence, and Organizational Culture: A Cross‐Sectional Study.” Journal of Nursing Management 2024, no. 1: 1637066. https://doi.org/10.1155/2024/1637066. Jeong, Y., H. S. Jung, and E. M. Baek. 2024. “Effectiveness of Cognitive Rehearsal Programs for the Prevention of Workplace Bullying Among Hospital Nurses: A Systematic Review and Meta‐Analysis.” BMC Public Health 24: 1568. https://doi.org/10.1186/s12889‐024‐18969‐x. Kovner, C. T., C. S. Brewer, F. Fatehi, and J. Jun. 2014. “What Does Nurse Turnover Rate Mean and What is the Rate?” Policy, Politics & Nursing Practice 15, no. 3–4: 64–71. https://doi.org/10.1177/1527154414547953. Lam, L. 2013. “Job Satisfaction and Stress of Nurses and Their Association With Turnover Intention Rate in an Acute Hong Kong Public Hospital, Pamela Youde Nethersole Eastern Hospital.” Master's Thesis, Hong Kong, University of Hong Kong. Lee, E., and I. Jang. 2020. “Nurses' Fatigue, Job Stress, Organizational Culture, and Turnover Intention: A Culture–Work–Health Model.” Western Journal of Nursing Research 42, no. 2: 108–116. https://doi.org/10.1177/0193945919839189. Lee, J., F. Havaei, S. Hirani, and N. Adhami. 2024. “Nurses' Workplace Violence Reporting Behaviours and Reasons for Not Formally Reporting: A Cross‐Sectional Secondary Analysis.” Journal of Clinical Nursing. https://doi.org/10.1111/jocn.17639. Legesse, H., N. Assefa, D. Tesfaye, et al. 2022. “Workplace Violence and Its Associated Factors Among Nurses Working in Public Hospitals of Eastern Ethiopia: A Cross‐Sectional Study.” BMC Nursing 21: 300. https://doi.org/10.1186/s12912‐022‐01078‐8. Li, X., D. T. Shek, and E. Y. W. Shek. 2021. “Psychological Morbidity Among University Students in Hong Kong (2014–2018): Psychometric Properties of the Depression Anxiety Stress Scales (DASS) and Related Correlates.” International Journal of Environmental Research and Public Health 18, no. 16: 8305. https://doi.org/10.3390/ijerph18168305. Lovibond, P. F., and S. H. Lovibond. 1995b. “The Structure of Negative Emotional States: Comparison of the Depression Anxiety Stress Scales (DASS) With the Beck Depression and Anxiety Inventories.” Behaviour Research and Therapy 33, no. 3: 335–343. https://doi.org/10.1016/0005‐7967(94)00075‐U. Lovibond, S. H., and P. F. Lovibond. 1995a. Manual for the Depression Anxiety Stress Scales. 2nd ed. Psychology Foundation of Australia. Moscelli, G., M. Mello, M. Sayli, and A. Boyle. 2024. “Nurse and Doctor Turnover and Patient Outcomes in NHS Acute Trusts in England: Retrospective Longitudinal Study.” BMJ 387: e079987. https://doi.org/10.1136/bmj‐2024‐079987. Nam, S., J. Y. H. Wong, T. Wang, B. An, and D. Y. T. Fong. 2024. “Psychological Distress as a Mediator Between Workplace Violence and Turnover Intention With Caring for Patients With COVID‐19.” Frontiers in Psychology 14: 1321957. https://doi.org/10.3389/fpsyg.2023.1321957. Nielsen, M. B., S. V. Einarsen, S. Parveen, and M. Rosander. 2024. “Witnessing Workplace Bullying—A Systematic Review and Meta‐Analysis of Individual Health and Well‐Being Outcomes.” Aggression and Violent Behavior 75: 101908. https://doi.org/10.1016/j.avb.2023.101908. Pang, Y., H. Dan, H. Jung, N. Bae, and O. Kim. 2020. “Depressive Symptoms, Professional Quality of Life and Turnover Intention in Korean Nurses.” International Nursing Review 67, no. 3: 387–394. https://doi.org/10.1111/inr.12600. Peterson, M., and J. F. Wilson. 2002. “The Culture‐Work‐Health Model and Work Stress.” American Journal of Health Behavior 26, no. 1: 16–24. https://doi.org/10.5993/AJHB.26.1.2. Qin, N., Z. Yao, and M. Guo. 2023. “The Role of Bidirectional Associations Between Depression, Anxiety, and Emotional Exhaustion on Turnover Intention Among Nurses: A Multicenter Cross‐Sectional Study in China.” BMC Nursing 22: 350. https://doi.org/10.1186/s12912‐023‐01516‐1. Ren, H., P. Li, Y. Xue, W. Xin, X. Yin, and H. Li. 2024. “Global Prevalence of Nurse Turnover Rates: A Meta‐Analysis of 21 Studies From 14 Countries.” Journal of Nursing Management 2024, no. 1: 5063998. https://doi.org/10.1155/2024/5063998. Ridner, S. H. 2004. “Psychological Distress: Concept Analysis.” Journal of Advanced Nursing 45, no. 5: 536–545. https://doi.org/10.1046/j.1365‐2648.2003.02938.x. Spencer, C., J. Sitarz, J. Fouse, and K. DeSanto. 2023. “Nurses' Rationale for Underreporting of Patient and Visitor Perpetrated Workplace Violence: A Systematic Review.” BMC Nursing 22: 134. https://doi.org/10.1186/s12912‐023‐01226‐8. Takase, M. 2010. “A Concept Analysis of Turnover Intention: Implications for Nursing Management.” Collegian 17, no. 1: 3–12. https://doi.org/10.1016/j.colegn.2009.05.001. Tan, Z., X. Ruan, Y. Chen, et al. 2014. “Heterogeneous Associations of Insoluble Dietary Fibre Intake With Subsequent Glycosylated Hb Levels Among Chinese Adults With Type 2 Diabetes: A Quantile Regression Approach.” British Journal of Nutrition 112, no. 6: 958–963. https://doi.org/10.1017/S0007114514001615. The Nursing Council of Hong Kong. 2024. “Statistics and List of Nurses.” https://www.nchk.org.hk/en/statistics_and_lists_of_nurses/statistics/index.html. Varghese, A., J. Joseph, V. R. Vijay, et al. 2022. “Prevalence and Determinants of Workplace Violence Among Nurses in the South‐East Asian and Western Pacific Regions: A Systematic Review and Meta‐Analysis.” Journal of Clinical Nursing 31, no. 7–8: 798–819. https://doi.org/10.1111/jocn.15987. Von Elm, E., D. G. Altman, M. Egger, et al. 2014. “The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies.” International Journal of Surgery 12, no. 12: 1495–1499. https://doi.org/10.1016/j.ijsu.2014.07.013. Weiss, H. M., and R. Cropanzano. 1996. “Affective Events Theory: A Theoretical Discussion of the Structure, Causes and Consequences of Affective Experiences at Work.” In Research in Organizational Behavior: An Annual Series of Analytical Essays and Critical Reviews, edited by B. M. Staw and L. L. Cummings, 1–74. JAI Press. Wong, K. P., B. Zhang, Y. J. Xie, et al. 2024. “Impacts of Job Demands on Turnover Intention Among Registered Nurses in Hong Kong Public Hospitals: Exploring the Mediating Role of Burnout and Moderating Effect of Pay Level Satisfaction.” Journal of Nursing Management 2024: 3534750. https://doi.org/10.1155/2024/3534750. Zanon, C., R. E. Brenner, M. N. Baptista, et al. 2021. “Examining the Dimensionality, Reliability, and Invariance of the Depression, Anxiety, and Stress Scale‐21 (DASS‐21) Across Eight Countries.” Assessment 28, no. 6: 1531–1544. https://doi.org/10.1177/1073191119887449. Zhang, Y., R. Yin, J. Lu, et al. 2022. “Association Between Horizontal Violence and Turnover Intention in Nurses: A Systematic Review and Meta‐Analysis.” Frontiers in Public Health 10: 964629. https://doi.org/10.3389/fpubh.2022.964629. |
| Grant Information: | The University of Hong Kong |
| Contributed Indexing: | Keywords: bullying; nurses; personnel turnover; psychological distress; regression analysis |
| Entry Date(s): | Date Created: 20250325 Date Completed: 20250904 Latest Revision: 20250904 |
| Update Code: | 20250904 |
| DOI: | 10.1111/jocn.17698 |
| PMID: | 40130664 |
| Datenbank: | MEDLINE |
| Abstract: | Objectives: To investigate the factors influencing turnover intention among nurses, and to examine the association between psychological distress and turnover intention across different types of workplace bullying exposure.<br />Methods: A cross-sectional study was conducted with 188 registered nurses in Hong Kong, recruited through convenience sampling. Data collection took place from April 2020 to September 2021. Quantile regression analysis, which captures relationships that may be overlooked by ordinary least squares regression, was employed to explore the factors influencing turnover intention varied across different levels. This analysis examined the associations between demographic and work-related characteristics, work events, work environment features, affective states and turnover intention across quantiles ranging from 0.05 to 0.95.<br />Results: Quantile regression analysis revealed that only indirect or direct exposure to workplace bullying was positively associated with turnover intention at the 25th percentile, while both forms of exposure were significantly associated with turnover intention across all percentiles. The absence of workplace violence reporting procedures was positively associated with turnover intention at the highest quantile. Depressive symptoms were significantly associated with turnover intention at the 5th, 25th and 50th percentiles. Additionally, nurses exposed to both direct and indirect workplace bullying exhibited higher levels of psychological distress and turnover intention compared to those exposed to either form alone or those without exposure.<br />Conclusions: Exposure to workplace bullying, the absence of workplace violence reporting procedures, and depressive symptoms significantly contribute to turnover intention among nurses across different levels. To improve nurse retention and workforce sustainability, healthcare organisations should implement targeted interventions that address turnover risk at varying levels.<br />Relevance to Clinical Practice: These findings underscore the need for healthcare organisations to develop and enforce strategies aimed at preventing workplace bullying, providing comprehensive mental health support and establishing effective reporting mechanisms for workplace violence.<br />Patient and Public Contribution: No patient or public involvement.<br /> (© 2025 John Wiley & Sons Ltd.) |
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| ISSN: | 1365-2702 |
| DOI: | 10.1111/jocn.17698 |
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