Predictors of 1-year change in patient activation in older adults with diabetes mellitus and heart disease

Jessica Chubak*, Melissa L. Anderson, Kathleen W. Saunders, Rebecca A. Hubbard, Leah Tuzzio, David T. Liss, Leo S. Morales, Robert J. Reid

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

28 Scopus citations


Objectives To identify patterns and predictors of 1-year change in patient activation in chronically ill older adults. Design Prospective cohort study. Setting Integrated healthcare delivery system. Participants Members of an integrated delivery system from 2007 to 2009 in western Washington state aged 65 and older with diabetes mellitus or heart disease; participants responded to baseline and 1-year follow-up mailed surveys about their health and health care (N = 2,341). Measurements Patient activation was measured using the 13-item Patient Activation Measure (PAM) at baseline and follow-up. Automated diagnoses and procedure data were extracted from databases. Multinomial logistic regression, stratified according to baseline activation stage, was used to estimate the odds ratios for increasing or decreasing activation stage associated with participant characteristics and serious adverse health events. Results Fifty-two percent of participants changed activation stage between baseline and follow-up. Of people who changed stage, 54% increased, and 46% decreased. Older age and worse baseline self-reported health were independent predictors of activation change in multivariate models. Changes in health status or serious adverse health events such as the occurrence of hospitalizations, new major diagnoses, or procedures were not related to changes in activation in this age group. Conclusion Patient activation, as measured using the PAM, changes over time in elderly adults with chronic diseases. Clinicians and researchers who use the PAM for patient care or as an outcome measure in research studies should be aware of its fluctuation over time in chronically ill older persons.

Original languageEnglish (US)
Pages (from-to)1316-1321
Number of pages6
JournalJournal of the American Geriatrics Society
Issue number7
StatePublished - Jul 2012


  • chronic illness
  • elderly
  • older adults
  • patient activation

ASJC Scopus subject areas

  • Geriatrics and Gerontology


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