title: Is the Nursing Work Index measuring up? Moving beyond estimating reliability to testing validity.
abstract: BACKGROUND
  The Nursing Work Index (NWI) provided the foundation for three published instruments, each presented as a valid measure of the nursing practice environment. Aiken and Patrician [Aiken, L. H., & Patrician, P. A. (2000). Measuring organizational traits of hospitals: The Revised Nursing Work Index. Nursing Research, 49, 146-153] revised the NWI to the Revised Nursing Work Index (NWI-R), reporting four conceptually derived subscales. Lake [Lake, E. T.(2002). Development of the Practice Environment Scale of the Nursing Work Index. Research in Nursing and Health, 25,176-188] used factor analysis to empirically derive five subscales with a composite overarching practice environment factor. Estabrooks et al. [Estabrooks, C. A., Tourangeau, A. E., Humphrey,C. K., Hesketh, K. L., Giovannetti, P., Thomson, D., et al. (2002). Measuring the hospital practice environment: A Canadian context. Research in Nursing and Health, 25, 256-268] reported a single empirically derived factor solution that represented the nursing practice environment.
  
  
  OBJECTIVE
  To examine the validity of three instruments (based on the NWI) as measures of the nursing practice environment.
  
  
  METHODS
  The measurement models underlying the three instruments were reconstructed from the information provided by each author in published manuscripts and then were estimated using structural equation modeling (SEM), the chi-square test of model fit, and data from the 1998 Canadian Nurse Survey.
  
  
  RESULTS
  Each of the three underlying measurement models was factor analytic in design (multiple indicators of each concept) and failed significantly when compared with the data (Aiken & Patrician; chi2 = 939.12, p <.001, df = 50; Lake, chi2 = 17,872.73, p <.001, df = 319; Estabrooks et al., chi2= 38,590.29, p <.001). This lack of model fit with the data raises questions about the validity of these instruments as measures of the nursing practice environment.
  
  
  CONCLUSIONS
  The nursing practice environment is complex and has been examined inadequately by factor-analytic approaches, largely because insufficient attention has been paid to implicit underlying theory. The development and testing of robust theory using powerful research methods available to examine causal relationships in complex theoretical models will advance understanding of constructs such as the nursing practice environment.
authors.affiliation: Faculty of Nursing, University of Alberta, Edmonton, Canada. gretac@ualberta.ca
authors.forename: Greta G
authors.initials: GG
authors.lastname: Cummings
authors.forename: Leslie
authors.initials: L
authors.lastname: Hayduk
authors.forename: Carole A
authors.initials: CA
authors.lastname: Estabrooks
mesh_terms: D002170:Canada; D005163:Factor Analysis, Statistical; D006272:Health Facility Environment; D006801:Humans; D016294:Models, Nursing; D015401:Nursing Administration Research; D009741:Nursing Staff, Hospital / Q000458:organization & administration / Q000600:supply & distribution; D010559:Personnel Management; D011594:Psychometrics / Q000295:instrumentation; D015203:Reproducibility of Results; D018709:Statistics, Nonparametric; D011795:Surveys and Questionnaires