Group-level impact of work environment dimensions on burnout experiences among nurses: A multivariate multilevel probit model

International Journal of Nursing Studies

Volumn 50, Issue 2, 2013, Pages 281-291

  Li, Baoyue ^a   Bruyneel, Luk ^b   Sermeus, Walter ^b   Van den Heede, Koen ^c   Matawie, Kenan ^d   Aiken, Linda ^e   Lesaffre, Emmanuel ^a,b  

^a ERASMUS MEDICAL CENTER   (Netherlands)

^b UNIVERSITY OF LEUVEN   (Belgium)

^c BELGIAN HEALTH CARE KNOWLEDGE CENTRE KCE   (Belgium)

^d UNIVERSITY OF WESTERN SYDNEY   (Australia)

^e UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Burnout; Hospitals; Multilevel analysis; Nursing staff; Probit model; Work environment

Indexed keywords

ARTICLE; BURNOUT; HUMAN; MULTIVARIATE ANALYSIS; NURSING STAFF; PSYCHOLOGICAL ASPECT; THEORETICAL MODEL; WORKPLACE;

BURNOUT, PROFESSIONAL; HUMANS; MODELS, THEORETICAL; MULTIVARIATE ANALYSIS; NURSING STAFF; WORKPLACE;

EID: 84872417290     PISSN: 00207489     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijnurstu.2012.07.001     Document Type: Article

References (34)

1. Adewale A.J., Hayduk L., Estabrooks C.A., Cummings G.G., Midodzi W.K., Derksen L. Understanding hierarchical linear models: applications in nursing research. Nurs. Res. 2007, 56(4 Suppl.):S40-S46.
2. Aiken L.H., Clarke S.P., Sloane D.M., Sochalski J.A., Busse R., Clarke H., Giovannetti P., Hunt J., Rafferty A.M., Shamian J. Nurses' reports on hospital care in five countries. Health Aff. (Millwood) 2001, 20(3):43-53.
3. Aiken L.H., Sermeus W., Van den Heede K., Sloane D.M., Busse R., McKee M., Bruyneel L., Rafferty A.M., Griffiths P., Moreno-Casbas M.T., Tishelman C., Scott A., Brzostek T., Kinnunen J., Schwendimann R., Heinen M., Zikos D., Sjetne I.S., Smith H.L., Kutney-Lee A. Patient safety, satisfaction, and quality of hospital care: cross sectional surveys of nurses and patients in 12 countries in Europe and the United States. Br. Med. J. 2012, 344:e1717.
4. Akaike H. A new look at the statistical model identification. IEEE Trans. Automat. Control 1974, 19(6):716-723.
5. Bates D., Sarkar D. lme4: Linear Mixed-Effects Models Using s4 Classes 2007.
6. Brooks S., Gelman A. General methods for monitoring convergence of iterative simulations. J. Comput. Graph. Stat. 1998, 7(4):434-455.
7. Bruyneel L., den Heede K.V., Diya L., Aiken L., Sermeus W. Predictive validity of the international hospital outcomes study questionnaire: an RN4CAST pilot study. J. Nurs. Scholarsh. 2009, 41(2):202-210.
8. Cho S.H. Using multilevel analysis in patient and organizational outcomes research. Nurs. Res. 2003, 52(1):61-65.
9. Diez-Roux A.V. Bringing context back into epidemiology: variables and fallacies in multilevel analysis. Am. J. Public Health 1998, 88(2):216-222.
10. Gajewski B.J., Boyle D.K., Miller P.A., Oberhelman F., Dunton N. A multilevel confirmatory factor analysis of the practice environment scale: a case study. Nurs. Res. 2010, 59(2):147-153.
11. Gelfand A., Sahu S., Carlin B. Efficient parameterisations for normal linear mixed models. Biometrika 1995, 82(3):479-488.
12. Hasselhorn H., Tackenberg P., Müller B. Working Conditions and Intent to Leave the Profession Among Nursing Staff in Europe 2003, National Institute for Working Life, Stockholm.
13. Kelly L.A., McHugh M.D., Aiken L.H. Nurse outcomes in magnet and non-magnet hospitals. J. Nurs. Adm. 2011, 41(10):428-433.
14. Krull J., MacKinnon D. Multilevel modelling of individual and group level mediated effects. Multivariate Behav. Res. 2001, 36(2):249-277.
15. Kutney-Lee A., McHugh M.D., Sloane D.M., Cimiotti J.P., Flynn L., Neff D.F., Aiken L.H. Nursing: a key to patient satisfaction. Health Aff. (Millwood) 2009, 28(4):669-677.
16. Lake E.T. Development of the practice environment scale of the Nursing Work Index. Res. Nurs. Health 2002, 25(3):176-188.
17. Leiter M.P., Maslach C. Nurse turnover: the mediating role of burnout. J. Nurs. Manage. 2009, 17(3):331-339.
18. Liu K., You L.M., Chen S.X., Hao Y.T., Zhu X.W., Zhang L.F., Aiken L.H. The relationship between hospital work environment and nurse outcomes in Guangdong, China: a nurse questionnaire survey. J. Clin. Nurs. 2012, 21(9-10):1476-1485.
19. Maslach C., Jackson S. Maslach Burnout Inventory 1986, University of California, Palo Alto, CA.
20. Maslach C. Burnout: A Multidimensional Perspective 1993, Taylor & Francis.
21. Maslach C., Leiter M.P. Early predictors of job burnout and engagement. J. Appl. Psychol. 2008, 93(3):498-512.
22. Melchior M.E., Van den Berg A.A., Halfens R., Huyer Abu-Saad H., Philipsen H., Gassman P. Burnout and the work environment of nurses in psychiatric long-stay care settings. Soc. Psychiatry Psychiatr. Epidemiol. 1997, 32(3):158-164.
23. Nantsupawat A., Srisuphan W., Kunaviktikul W., Wichaikhum O.A., Aungsuroch Y., Aiken L.H. Impact of nurse work environment and staffing on hospital nurse and quality of care in Thailand. J. Nurs. Scholarsh. 2011, 43(4):426-432.
24. Neuhaus J.M., Kalbfleisch J.D. Between- and within-cluster covariate effects in the analysis of clustered data. Biometrics 1998, 54(2):638-645.
25. O'Mahony N. Nurse burnout and the working environment. Emerg. Nurse 2011, 19(5):30-37.
26. Park S., Lake E.T. Multilevel modelling of a clustered continuous outcome: nurses' work hours and burnout. Nurs. Res. 2005, 54(6):406-413.
27. Poghosyan L., Clarke S.P., Finlayson M., Aiken L.H. Nurse burnout and quality of care: cross-national investigation in six countries. Res. Nurs. Health 2010, 33(4):288-298.
28. Sermeus W., Aiken L.H., den Heede K.V., Rafferty A.M., Griffiths P., Moreno-Casbas M.T., Busse R., Lindqvist R., Scott A.P., Bruyneel L., Brzostek T., Kinnunen J., Schubert M., Schoonhoven L., Zikos D. Nurse forecasting in Europe (RN4CAST): rationale, design and methodology. BMC Nurs. 2011, 10:6.
29. Spence Laschinger H.K., Leiter M.P. The impact of nursing work environments on patient safety outcomes: the mediating role of burnout/engagement. J. Nurs. Adm. 2006, 36(5):259-267.
30. Vahey D.C., Aiken L.H., Sloane D.M., Clarke S.P., Vargas D. Nurse burnout and patient satisfaction. Med. Care 2004, 42(2 Suppl.):II57-II66.
31. Van Bogaert P., Meulemans H., Clarke S., Vermeyen K., Van de Heyning P. Hospital nurse practice environment, burnout, job outcomes and quality of care: test of a structural equation model. J. Adv. Nurs. 2009, 65(10):2175-2185.
32. Van den Heede K., Lesaffre E., Diya L., Vleugels A., Clarke S.P., Aiken L.H., Sermeus W. The relationship between inpatient cardiac surgery mortality and nurse numbers and educational level: analysis of administrative data. Int. J. Nurs. Study 2009, 46(6):796-803.
33. Warshawsky N.E., Havens D.S. Global use of the practice environment scale of the Nursing Work Index. Nurs. Res. 2011, 60(1):17-31.
34. Wu Y.W. An application of hierarchical linear models to meta-analysis in nursing research. Nurs. Res. 1997, 46(5):295-298.