title: Do increases in patient activation result in improved self-management behaviors?
abstract: OBJECTIVE
  The purpose of this study is to determine whether patient activation is a changing or changeable characteristic and to assess whether changes in activation also are accompanied by changes in health behavior.
  
  
  METHODS
  To obtain variability in activation and self-management behavior, a controlled trial with chronic disease patients randomized into either intervention or control conditions was employed. In addition, changes in activation that occurred in the total sample were also examined for the study period. Using Mplus growth models, activation latent growth classes were identified and used in the analysis to predict changes in health behaviors and health outcomes.
  
  
  METHODS
  Survey data from the 479 participants were collected at baseline, 6 weeks, and 6 months.
  
  
  RESULTS
  Positive change in activation is related to positive change in a variety of self-management behaviors. This is true even when the behavior in question is not being performed at baseline. When the behavior is already being performed at baseline, an increase in activation is related to maintaining a relatively high level of the behavior over time. The impact of the intervention, however, was less clear, as the increase in activation in the intervention group was matched by nearly equal increases in the control group.
  
  
  CONCLUSIONS
  Results suggest that if activation is increased, a variety of improved behaviors will follow. The question still remains, however, as to what interventions will improve activation.
authors.affiliation: Department of Planning, Public Policy, and Management, University of Oregon, Eugene, OR 97403-1209, USA.
authors.forename: Judith H
authors.initials: JH
authors.lastname: Hibbard
authors.forename: Eldon R
authors.initials: ER
authors.lastname: Mahoney
authors.forename: Ronald
authors.initials: R
authors.lastname: Stock
authors.forename: Martin
authors.initials: M
authors.lastname: Tusler
mesh_terms: D000368:Aged; D001168:Arthritis / Q000523:psychology / Q000628:therapy; D002908:Chronic Disease / Q000523:psychology* / Q000628:therapy*; D003920:Diabetes Mellitus / Q000523:psychology / Q000628:therapy; D005260:Female; D015438:Health Behavior; D006296:Health Services / Q000706:statistics & numerical data*; D006801:Humans; D006973:Hypertension / Q000523:psychology / Q000628:therapy; D008297:Male; D008875:Middle Aged; D008960:Models, Psychological; D010342:Patient Acceptance of Health Care / Q000523:psychology; D012648:Self Care / Q000523:psychology*; D012959:Socioeconomic Factors