title: A first step in total quality management of nursing facility care: development of an empirical causal model of structure, process and outcome dimensions.
abstract: While the structure, process, and outcome taxonomy has long been used in the field of health care quality measurement and evaluation, it has not been used in a true causal model which assesses facility level quality. Total quality management and continuous quality improvement call for routinely assessing facility and resident level quality in a causal framework. This paper presents a causal modeling methodology as a more appropriate method for assessing and understanding the inter-relatedness among each of the quality dimensions of Nursing Facility care, and presents how such a causal model directly relates to the notion of continuous quality improvement. The methodology consists of five steps: (1) sample definition and data collection, (2) data reduction through factor analysis, (3) development and testing of a causal model through path analysis, (4) identification of patterns of care through cluster analysis, and (5) integration of the model to both continuous quality improvement and to complex relationships involving quality and organizational variables. The methodology is fully illustrated by using a sample of 104 nursing facilities in Wisconsin in which quality dimensions have been captured through the Quality Assessment Index. The analysis demonstrates that nursing facilities may be substantially benefited by having access to causal linkages which materially affect outcome quality. Management would then have first-hand knowledge of the structural characteristics and the process activities that they may pursue in order to improve outcome quality.
authors.affiliation: Department of Industrial Engineering, University of Wisconsin-Madison 53706.
authors.forename: F
authors.initials: F
authors.lastname: Sainfort
authors.forename: J D
authors.initials: JD
authors.lastname: Ramsay
authors.forename: P L
authors.initials: PL
authors.lastname: Ferreira
authors.forename: L
authors.initials: L
authors.lastname: Mezghani
mesh_terms: D016000:Cluster Analysis; D005163:Factor Analysis, Statistical; D017048:Health Care Costs; D006801:Humans; D017146:Models, Organizational; D009735:Nursing Homes / Q000592:standards*; D010043:Outcome and Process Assessment, Health Care / Q000458:organization & administration; D016730:Program Development; D012494:Sampling Studies; D017749:Total Quality Management / Q000458:organization & administration*; D014922:Wisconsin