Responsiveness of the Problem Areas In Diabetes (PAID) questionnaire

Diabet Med. 2003 Jan;20(1):69-72. doi: 10.1046/j.1464-5491.2003.00832.x.


Aim: Responsiveness (sensitivity to change over time) is a key psychometric quality for an outcome measure. We examined the responsiveness of the Problem Areas In Diabetes (PAID) questionnaire, a measure of diabetes-specific emotional distress.

Methods: PAID data were obtained from seven diabetes intervention studies following a literature search that included both published papers and conference abstracts. To estimate responsiveness we used two indices: (i) a statistical test (the dependent t-test), and (ii) a commonly used effect size index (Cohen's d).

Results: Mean patient PAID scores improved from baseline to follow-up for all seven studies. Specifically, t-statistics ranged from t= 8.5 (P < 0.001) to t= 2.1 (P < 0.06). Effect size results ranged from 0.32 (i.e. small) for a disease management intervention to 0.65 (i.e. moderate) for an intensive medical/educational intervention.

Conclusions: Despite the pilot nature of the studies, the pattern of findings provided strong support for the responsiveness of the PAID. Information on responsiveness helps clinical researchers select measures, accurately estimate sample size to ensure adequate statistical power, and prioritize outcomes to be assessed.

Publication types

  • Review

MeSH terms

  • Adaptation, Psychological*
  • Diabetes Mellitus / psychology*
  • Emotions
  • Humans
  • Psychometrics / methods*
  • Reproducibility of Results
  • Surveys and Questionnaires