Predictors of professional burnout and fulfilment in a longitudinal analysis on nurses and healthcare workers in the COVID-19 pandemic

Andrea D Guastello, Jason Cory Brunson, Nicola Sambuco, Lourdes P Dale, Natasha A Tracy, Brandon R Allen, Carol A Mathews, Andrea D Guastello, Jason Cory Brunson, Nicola Sambuco, Lourdes P Dale, Natasha A Tracy, Brandon R Allen, Carol A Mathews

Abstract

Aims and objectives: (1) To investigate the vulnerability of nurses to experiencing professional burnout and low fulfilment across 5 months of the COVID-19 pandemic. (2) To identify modifiable variables in hospital leadership and individual vulnerabilities that may mitigate these effects.

Background: Nurses were at increased risk for burnout and low fulfilment prior to the COVID-19 pandemic. Hospital leadership factors such as organisational structure and open communication and consideration of employee opinions are known to have positive impacts on work attitudes. Personal risk factors for burnout include symptoms of depression and anxiety.

Methods: Healthcare workers (n = 406 at baseline, n = 234 longitudinal), including doctors (n = 102), nurses (n = 94), technicians (n = 90) and non-clinical administrative staff (n = 120), completed 5 online questionnaires, once per month, for 5 months. Participants completed self-report questionnaires on professional fulfilment and burnout, perceptions of healthcare leadership, and symptoms of anxiety and depression. Participants were recruited from various healthcare settings in the southeastern United States. The STROBE checklist was used to report the present study.

Results: Both at baseline and across the 5 months, nurses working during the COVID-19 pandemic reported increased burnout and decreased fulfilment relative to doctors. For all participants, burnout remained largely steady and fulfilment decreased slightly. The strongest predictors of both burnout and fulfilment were organisational structure and depressive symptoms. Leadership consideration and anxiety symptoms had smaller, yet significant, relationships to burnout and fulfilment in longitudinal analyses.

Conclusions: Burnout and reduced fulfilment remain a problem for healthcare workers, especially nurses. Leadership styles and employee symptoms of depression and anxiety are appropriate targets for intervention.

Relevance to clinical practice: Leadership wishing to reduce burnout and increase fulfilment among employees should increase levels of organisational support and consideration and expand supports to employees seeking treatment for depression and anxiety.

Keywords: anxiety; burnout; depression; health personnel; hospital administration; leadership; nurses; patient health questionnaire; psychological.

Conflict of interest statement

The authors have no conflicts of interest to disclose.

© 2022 The Authors. Journal of Clinical Nursing published by John Wiley & Sons Ltd.

Figures

FIGURE 1
FIGURE 1
Distributions of outcomes. Distribution of outcome (Burnout and Fulfilment) scores at each timepoint (survey) of the study period. Only participants who completed at least any 4 surveys are included, though the results are qualitatively equivalent when all participants are included.
FIGURE 2
FIGURE 2
Estimates of interaction effect between nursing occupation and organisational structure on fulfilment. Each line represents level of fulfilment for nurses only and doctors only at one standard deviation above, below and at the mean of organisational structure as measured at baseline.
FIGURE 3
FIGURE 3
Alluvial plot of survey participation. The height of the bar above the abscissa at each timepoint is the number of participants who completed the survey at that timepoint, while the depth of the bar below is the number of baseline participants who did not. Each participant is represented by a thin ribbon that tracks their participation at each timepoint, and like ribbons are joined for readability. These ribbons are colour‐coded by occupation. Each ribbon remains opaque until the first survey not completed.
FIGURE 4
FIGURE 4
Standardised effect estimates and three standard deviation confidence intervals from the nested sequence of longitudinal regression models of burnout and fulfilment. Effects of dummy indicators for categorical predictors are unadjusted, effects of continuous predictors are multiplied (equivalent to having divided the predictors) by twice the standard deviations of the predictors, and distributions of random effects are represented by twice their standard deviations.

References

    1. Anagnostopoulos, F. , Liolios, E. , Persefonis, G. , Slater, J. , Kafetsios, K. , & Niakas, D. (2012). Physician burnout and patient satisfaction with consultation in primary health care settings: Evidence of relationships from a one‐with‐many design. Journal of Clinical Psychology Medical Settings, 19(4), 401–410. 10.1007/s10880-011-9278-8
    1. Azoulay, E. , Cariou, A. , Bruneel, F. , Demoule, A. , Kouatchet, A. , Reuter, D. , Souppart, V. , Combes, A. , Klouche, K. , Argaud, L. , Barbier, F. , Jourdain, M. , Reignier, J. , Papazian, L. , Guidet, B. , Geri, G. , Resche‐Rigon, M. , Guisset, O. , Labbe, V. , … Kentish‐Barnes, N. (2020). Symptoms of anxiety, depression, and peritraumatic dissociation in critical care clinicians managing patients with COVID‐19. A cross‐sectional study. American Journal of Respiratory and Clinical Care Medicine, 20(10), 1388–1398. 10.1164/rccm.202006-2568OC
    1. Barello, S. , Palamenghi, L. , & Graffigna, G. (2020). Burnout and somatic symptoms among frontline healthcare professionals at the peak of the Italian COVID‐19 pandemic. Psychiatry Research, 290, 113129. 10.1016/j.psychres.2020.113129
    1. Bates, D. , Maechler, M. , Bolker, B. , & Walker, S. (2015). Fitting linear mixed‐effects models using lme4. Journal of Statistical Software, 67(1), 1–48. 10.18637/jss.v067.i01
    1. Bolker, B. , & Robinson, D (2021). broom.mixed: Tidying Methods for Mixed Models. R package version 0.2.6.
    1. Brunson, J. C. (2020). Ggalluvial: Layered grammar for alluvial plots. The Journal of Open Source Software, 5(49), 2017. 10.21105/joss.02017
    1. Burnham, K. P. , & Anderson, D. R. (2004). Multimodel inference: Understanding AIC and BIC in model selection. Sociological Methods & Research, 33(2), 261–304. 10.1177/0049124104268644
    1. Burns, K. , Pattani, R. , Lorens, E. , Straus, S. E. , & Hawker, G. A. (2021). The impact of organizational culture on professional fulfillment and burnout in an academic department of medicine. PLoS One, 16(6), e0252778. 10.1371/journal.pone.0252778
    1. Carmassi, C. , Foghi, C. , Dell'Oste, V. , Cordone, A. , Bertelloni, C. A. , Bui, E. , & Dell'Osso, L. (2020). PTSD symptoms in healthcare workers facing the three coronavirus outbreaks: What can we expect after the COVID‐19 pandemic? Psychiatry Research, 292, 113312. 10.1016/j.psychres.2020.113312
    1. Center, C. , Davis, M. , Detre, T. , Ford, D. E. , Hansbrough, W. , Hendin, H. , Laszlo, J. , Litts, D. A. , Mann, J. , Mansky, P. A. , Michels, R. , Miles, S. H. , Proujansky, R. , Reynolds, C. F., III , & Silverman, M. M. (2003). Confronting depression and suicide in physicians: A consensus statement. Journal of the American Medical Association, 289(23), 3161–3166. 10.1001/jama.289.23.3161
    1. Crabbe, J. M. , Bowley, D. M. , Boffard, K. D. , Alexander, D. A. , & Klein, S. (2004). Are health professionals getting caught crossfire? The personal implications of caring for trauma victims. Emergency Medicine Journal, 21(5), 568–572. 10.1136/emj.2003.008540
    1. Dall'Ora, C. , Ball, J. , Reinius, M. , & Griffiths, P. (2020). Burnout in nursing: A theoretical review. Human Resources for Health, 18(1), 41. 10.1186/s12960-020-00469-9
    1. Davidson, J. E. , Zisook, S. , Kirby, B. , DeMichele, G. , & Norcross, W. (2008). Suicide prevention: A healer education and referral program for nurses. The Journal of Nursing Administration, 48, 85–92. 10.1097/NNA.0000000000000582
    1. Denning, M. , Goh, E. T. , Tan, B. , Kanneganti, A. , Almonte, M. , Scott, A. , Martin, G. , Clarke, J. , Sounderajah, V. , Markar, S. , Przybylowicz, J. , Chan, Y. H. , Sia, C. H. , Chua, Y. X. , Sim, K. , Lim, L. , Tan, L. , Tan, M. , Sharma, V. , … Kinross, J. (2021). Determinants of burnout and other aspects of psychological well‐being in healthcare workers during the Covid‐19 pandemic: A multinational cross‐sectional study. PLoS One, 16(4), e0238666. 10.1371/journal.pone.0238666
    1. Ding, Y. , Qu, J. , Yu, X. , & Wang, S. (2014). The mediating effects of burnout on the relationship between anxiety symptoms and occupational stress among community healthcare workers in China: A cross‐sectional study. PLoS One, 9(9), e107130.
    1. Dobson, H. , Malpas, C. B. , Burrell, A. J. , Gurvich, C. , Chen, L. , Kulkarni, J. , & Winton‐Brown, T. (2021). Burnout and psychological distress amongst Australian healthcare workers during the COVID‐19 pandemic. Australasian Psychiatry: Bulletin of Royal Australian and New Zealand College of Psychiatrists, 29(1), 26–30. 10.1177/1039856220965045
    1. Dyrbye, L. N. , Major‐Elechi, B. , Hays, J. T. , Fraser, C. H. , Buskirk, S. J. , & West, C. P. (2020). Relationship between organizational leadership and health care employee burnout and satisfaction. Mayo Clinic Proceedings, 95(4), 698–708. 10.1016/j.mayocp.2019.10.041
    1. Elrich, H. , McKenney, M. , & Elkbuli, A. (2020). Protecting our healthcare workers during the COVID‐19 pandemic. American Journal of Emergency Medicine, 38(7), 1527–1528. 10.1016/j.ajem.2020.04.024
    1. Embriaco, N. , Azoulay, E. , Barrau, K. , Kentish, N. , Pochard, F. , Loundou, A. , & Papazian, L. (2007). High level of burnout in intensivists: Prevalence and associated factors. American Journal of Respiratory and Critical Care Medicine, 175(7), 686–692. 10.1164/rccm.200608-1184oc
    1. Enoksen, E. (2015). Examining the dimensionality of Colquitt's organizational justice scale in a public health sector context. Psychological Reports: Employment Psychology & Marketing, 116(3), 723–737.
    1. Faris, J. A. , Douglas, M. K. , Maples, D. C. , Berg, L. R. , & Thrailkill, A. (2010). Job satisfaction of advanced practice nurses in the veterans health administration. Journal of the American Association of Nurse Practitioners, 22(1), 35–44. 10.1111/j.1745-7599.2009.00468
    1. Firew, T. , Sano, E. D. , Lee, J. W. , Flores, S. , Lang, K. , Salman, K. , Greene, M. C. , & Chang, B. P. (2020). Protecting the front line: A cross‐sectional survey analysis of the occupational factors contributing to healthcare workers' infection and psychological distress during the COVID‐19 pandemic in the USA. BMJ Open, 10(10), e042752. 10.1136/bmjopen-2020-042752
    1. Fleishman, E. A. , & Harris, E. F. (1962). Patterns of leadership behavior related to employee grievances and turnover. Personnel Psychology, 15, 43–56.
    1. Galanis, P. , Vraka, I. , Fragkou, D. , Bilali, A. , & Kaitelidou, D. (2021). Nurses' burnout and associated risk factors during the COVID‐19 pandemic: A systematic review and meta‐analysis. Journal of Advanced Nursing, 77(8), 3286–3302. 10.1111/jan.14839
    1. Gelman, A. (2008). Scaling regression inputs by dividing by two standard deviations. Statistics in Medicine, 27, 2865–2873. 10.1002/sim.3107
    1. Gilles, I. , Burnand, B. , & Peytremann‐Bridevaux, I. (2014). Factors associated with healthcare professionals' intent to stay in hospital: A comparison across five occupational categories. International Journal of Quality in Health Care, 26(2), 158–166. 10.1093/intqhc/mzu006
    1. Hall, L. H. , Johnson, J. , Watt, I. , Tsipa, A. , & O'Connor, D. B. (2016). Healthcare staff wellbeing, burnout, and patient safety: A systematic review. PLoS One, 11(7), e0159015. 10.1371/journal.pone.0159015
    1. IBM Corp . (2019). IBM SPSS statistics for windows, version 26.0. IBM Corp.
    1. Jang, Y. , You, M. , Lee, H. , Lee, M. , Lee, Y. , Han, J. O. , & Oh, J. H. (2021). Burnout and peritraumatic distress of healthcare workers in the COVID‐19 pandemic. BMC Public Health, 21(1), 2075. 10.1186/s12889-021-11978-0
    1. Jyothindran, R. , d'Etienne, J. P. , Marcum, K. , Tijerina, A. , Graca, C. , Knowles, H. , Chaudhari, B. R. , Zenarosa, N. R. , & Wang, H. (2020). Fulfillment, burnout and resilience in emergency medicine‐correlations and effects on patient and provider outcomes. PLoS One, 15(10), e0240934. 10.1371/journal.pone.0240934
    1. Kelly, L. A. , Gee, P. M. , & Butler, R. J. (2021). Impact of nurse burnout on organizational and position turnover. Nursing Outlook, 69(1), 96–102. 10.1016/j.outlook.2020.06.008
    1. Konrad, T. R. , Williams, E. S. , Linzer, M. , McMurray, J. , Pathman, D. E. , Gerrity, M. , Schwartz, M. D. , Scheckler, W. E. , Van Kirk, J. , Rhodes, E. , & Douglas, J. (1999). Measuring physician job satisfaction in a changing workplace and a challenging environment. SGIM career satisfaction study group. Journal of Medical Care, 37(11), 1174–1182. 10.1097/00005650-199911000-00010
    1. Kroenke, K. , Spitzer, R. L. , & Williams, J. B. W. (2001). The PHQ‐9: Validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606–613. 10.1046/j.1525-1497.2001.016009606.x
    1. Kroenke, K. , Strine, T. W. , Spitzer, R. L. , Williams, J. B. , Berry, J. T. , & Mokdad, A. H. (2009). The PHQ‐8 as a measure of current depression in the general population. Journal of Affective Disorders, 114, 163–173. 10.1016/j.jad.2008.06.026
    1. Labrague, L. J. , & De Los Santos, J. A. A. (2020). COVID‐19 anxiety among front‐line nurses: Predictive role of organizational support, personal resilience, and social support. Journal of Nursing Management, 28(7), 1653–1661. 10.1111/jonm.13121
    1. Labrague, L. J. , McEnroe, P. D. M. M. , Leocadio, M. C. , Van Bogaert, P. , & Tsaras, K. (2018). Perceptions of organizational support and its impact on nurses' job outcomes. Nursing Forum, 53(3), 339–347. 10.1111/nuf.12260
    1. Lüdecke, D. , Ben‐Shachar, M. S. , Patil, I. , Waggoner, P. , & Makowski, D. (2021). Performance: An R package for assessment, comparison and testing of statistical models. Journal of Open Source Software, 6(60), 3139. 10.21105/joss.03139
    1. Luo, M. , Guo, L. , Yu, M. , & Wang, H. (2020). The psychological and mental impact of coronavirus disease 2019 (COVID‐19) on medical staff and general public–A systematic review and meta‐analysis. Psychiatry Research, 291, 113190. 10.1016/j.psychres.2020.113190
    1. Magnavita, N. , Soave, P. M. , & Antonelli, M. A. (2021a). One‐year prospective study of work‐related mental health in the intensivists of a COVID‐19 hub hospital. International Journal of Environmental Research and Public Health, 18, 9888. 10.3390/ijerph18189888
    1. Magnavita, N. , Soave, P. M. , & Antonelli, M. (2021b). Prolonged stress causes depression in frontline workers facing the COVID‐19 pandemic: A repeated cross‐sectional study in a COVID‐19 hub‐hospital in Central Italy. International Journal of Environmental Research and Public Health, 18(14), 7316. 10.3390/ijerph18147316
    1. Magnavita, N. , Tripepi, G. , & Di Prinzio, R. R. (2020). Symptoms in health care workers during the COVID‐19 epidemic: A cross‐sectional survey. International Journal of Environmental Research and Public Health, 17(14), 5218. 10.3390/ijerph17145218
    1. McDaniel, S. P. , Pelton, W. J. , & Overstreet, G. A., Jr. (1973). Managerial characteristics of dentists. 3. Leader behavior description questionnaire. Journal of Dental Education, 37, 29–31.
    1. Menon, N.K. , Shanafelt, T.D. , Sinsky, C.A. , Linzer, M. , Carlasare, L. , Brady, K.J.S. , Stillman, M.J. , Trockel, M.T. (2020). Association of physician burnout with suicidal ideation and medical errors. JAMA Network Open, 3(12), e2028780. 10.1001/jamanetworkopen.2020.28780. Erratum in: JAMA Network Open. 2021 May 3;4(5):e2115436.
    1. Nakagawa, S. , Johnson, P. C. D. , & Schielzeth, H. (2017). The coefficient of determination R 2 and intra‐class correlation coefficient from generalized linear mixed‐effects models revisited and expanded. Journal of the Royal Society Interface, 14(134), 20170213. 10.1098/rsif.2017.0213
    1. O'Brien, J. M. , Goncin, U. , Ngo, R. , Hedlin, P. , & Chakravarti, A. (2021). Professional fulfillment, burnout, and wellness of anesthesiologists during the COVID‐19 pandemic. Canadian Journal of Anesthesia/Journal Canadien d'Anesthésie, 68(5), 734–736. 10.1007/s12630-021-01916-4
    1. Pariona‐Cabrera, P. , Cavanagh, J. , & Bartram, T. (2020). Workplace violence against nurses in health care and the role of human resource management: A systematic review of the literature. Journal of Advanced Nursing, 76(7), 1581–1593. 10.1111/jan.14352
    1. Pedersen, T. L. (2020). Patchwork: The composer of plots. R package version 1.1.1.
    1. Peterson, U. , Demerouti, E. , Bergström, G. , Samuelsson, M. , Åsberg, M. , & Nygren, Å. (2008). Burnout and physical and mental health among Swedish healthcare workers. Journal of Advanced Nursing, 62(1), 84–95. 10.1111/j.1365-2648.2007.04580.x
    1. R Core Team . (2021). R: A language and environment for statistical computing. R Foundation for Statistical Computing.
    1. Rhoades, L. , & Eisenberger, R. (2002). Perceived organizational support: A review of the literature. Journal of Applied Psychology, 87(4), 698–714. 10.1037/0021-9010.87.4.698
    1. Robinson, D. , Hayes, A. , & Couch, S. (2021). Broom: Convert statistical objects into Tidy tibbles. R package version 0.7.6.
    1. Saragih, I. D. , Tonapa, S. I. , Saragih, I. S. , Advani, S. , Batubara, S. O. , Suarilah, I. , & Lin, C. (2021). Global prevalence of mental health problems among healthcare workers during the Covid‐19 pandemic: A systematic review and meta‐analysis. International Journal of Nursing Studies, 121, 104002. 10.1016/j.ijnurstu.2021.104002
    1. Savitsky, B. , Radomislensky, I. , & Hendel, T. (2021). Nurses' occupational satisfaction during Covid‐19 pandemic. Applied Nursing Research, 59, 151416. 10.1016/j.apnr.2021.151416
    1. Schloerke, B. , Cook, D. , Larmarange, J. , Briatte, F. , Marbach, M. , Thoen, E. , Elberg, A. & Crowley, J. (2021). GGally: Extension to 'ggplot2'. R package version 2.1.1.
    1. Schmidt, K. H. , & Diestel, S. (2014). Are emotional labor strategies by nurses associated with psychological costs? A cross‐sectional survey. International Journal of Nursing Studies, 51(11), 1450–1461. 10.1016/j.ijnurstu.2014.03.003
    1. Shah, K. , Kamrai, D. , Mekala, H. , Mann, B. , Desai, K. , & Patel, R. S. (2020). Focus on mental health during the coronavirus (COVID‐19) pandemic: Applying learning from the past outbreaks. Cureus, 12(3), e7405. 10.7759/cureus.7405
    1. Shanafelt, T. D. , Hasan, O. , Dyrbye, L. N. , Sinsky, C. , Satele, D. , Sloan, J. , & West, C. P. (2015). Changes in burnout and satisfaction with work‐life balance in physicians and the general US working population between 2011 and 2014. Mayo Clinic Proceedings, 90(12), 1600–13. 10.1016/j.mayocp.2015.08.023. Erratum in: Mayo Clinic Proceedings 2016 Feb, 91(2), 276.
    1. Spitzer, R. L. , Kroenke, K. , Williams, J. B. , & Löwe, B. (2006). A brief measure for assessing generalized anxiety disorder: The GAD‐7. Archives of Internal Medicine, 166(10), 1092–1097. 10.1001/archinte.166.10.1092
    1. Tiete, J. , Guaterri, M. , Lachaux, A. , Matossian, A. , Hougardy, J. M. , Loas, G. , & Rotsaert, M. (2020). Mental health outcomes in healthcare workers in COVID‐19 and non‐COVID‐19 units: A cross‐sectional survey in Belgium. Frontiers in Psychology, 11, 612241. 10.3389/fpsyg.2020.612241
    1. Tolomiczenko, G. S. , Kahan, M. , Ricci, M. , Strathern, L. , Jeney, C. , Patterson, K. , & Wilson, L. (2005). SARS: Coping with the impact at a community hospital. Journal of Advanced Nursing, 50(1), 101–110. 10.1111/j.1365-2648.2005.03366.x
    1. Trockel, M. , Bohman, B. , Lesure, E. , Hamidi, M. S. , Welle, D. , Roberts, L. , & Shanafelt, T. (2018). A brief instrument to assess both burnout and professional fulfillment in physicians: Reliability and validity, including correlation with self‐reported medical errors, in a sample of resident and practicing physicians. Academic Psychiatry, 42(1), 11–24. 10.1007/s40596-017-0849-3
    1. Vandenbroucke, J. P. , von Elm, E. , Altman, D. G. , Gøtzsche, P. C. , Mulrow, C. D. , Pocock, S. J. , Poole, C. , Schlesselman, J. J. , Egger, M. , & STROBE Initiative . (2007). Strengthening the reporting of observational studies in epidemiology (STROBE): Explanation and elaboration. PLoS Medicine, 4(10), e297. 10.1371/journal.pmed.0040297
    1. West, C. P. , Dyrbye, L. N. , Erwin, P. J. , & Shanafelt, T. D. (2016). Interventions to prevent and reduce physician burnout: A systematic review and meta‐analysis. Lancet, 388(10057), 2272–2281. 10.1016/S0140-6736(16)31279-X
    1. Wickham, H. , Averick, M. , Bryan, J. , Chang, W. , McGowan, L. D. , Francois, R. , Grolemund, G. , Hayes, A. , Henry, L. , Hester, J. , Kuhn, M. , Pedersen, T. L. , Miller, E. , Bache, S. M. , Muller, K. , Ooms, J. , Robinson, D. , Seidel, D. P. , Spinu, V. , … Yutani, H. (2019). Welcome to the Tidyverse. Journal of Open Source Software, 4(43), 1686. 10.21105/joss.01686
    1. Zerbini, G. , Ebigbo, A. , Reicherts, P. , Kunz, M. , & Messman, H. (2020). Psychosocial burden of the healthcare professionals in times of COVID‐19 ‐ a survey conducted at the University Hospital Augsburg. German Medical Science, 18. 10.3205/000281
    1. Zhang, Y. Y. , Han, W. L. , Qin, W. , Yin, H. X. , Zhang, C. F. , Kong, C. , & Wang, Y. L. (2018). Extent of compassion satisfaction, compassion fatigue and burnout in nursing: A meta‐analysis. Journal of Nursing Management, 26(7), 810–819. 10.1111/jonm.12589

Source: PubMed

3
Tilaa