Association of collaborative care intervention features with depression and metabolic outcomes in the INDEPENDENT study: A mixed methods study

Prim Care Diabetes. 2024 Jun;18(3):319-326. doi: 10.1016/j.pcd.2024.02.001. Epub 2024 Feb 15.

Abstract

Aims: The INtegrating DEPrEssioN and Diabetes treatmENT (INDEPENDENT) trial tested a collaborative care model including electronic clinical decision support (CDS) for treating diabetes and depression in India. We aimed to assess which features of this clinically and cost-effective intervention were associated with improvements in diabetes and depression measures.

Methods: Post-hoc analysis of the INDEPENDENT trial data (189 intervention participants) was conducted to determine each intervention feature's effect: 1. Collaborative case reviews between expert psychiatrists and the care team; 2. Patient care-coordinator contacts; and 3. Clinicians' CDS prompt modifications. Primary outcome was baseline-to-12-months improvements in diabetes control, blood pressure, cholesterol, and depression. Implementer interviews revealed barriers and facilitators of intervention success. Joint displays integrated mixed methods' results.

Results: High baseline HbA1c≥ 74.9 mmol/mol (9%) was associated with 5.72 fewer care-coordinator contacts than those with better baseline HbA1c (76.8 mmol/mol, 9.18%, p < 0.001). Prompt modification proportions varied from 38.3% (diabetes) to 1.3% (LDL). Interviews found that providers' and participants' visit frequencies were preference dependent. Qualitative data elucidated patient-level factors that influenced number of clinical contacts and prompt modifications explaining their lack of association with clinical outcomes.

Conclusion: Our mixed methods approach underlines the importance of the complementarity of different intervention features. Qualitative findings further illuminate reasons for variations in fidelity from the core model.

Trial registration: ClinicalTrials.gov NCT02022111.

Keywords: Collaborative care; Depression; Diabetes; Integration; Intervention components; LMIC.

Publication types

  • Randomized Controlled Trial
  • Multicenter Study
  • Research Support, N.I.H., Extramural

MeSH terms

  • Adult
  • Aged
  • Biomarkers* / blood
  • Cooperative Behavior*
  • Cost-Benefit Analysis
  • Decision Support Systems, Clinical*
  • Delivery of Health Care, Integrated*
  • Depression* / diagnosis
  • Depression* / psychology
  • Depression* / therapy
  • Diabetes Mellitus / blood
  • Diabetes Mellitus / diagnosis
  • Diabetes Mellitus / therapy
  • Diabetes Mellitus, Type 2 / blood
  • Diabetes Mellitus, Type 2 / diagnosis
  • Diabetes Mellitus, Type 2 / psychology
  • Diabetes Mellitus, Type 2 / therapy
  • Female
  • Glycated Hemoglobin* / metabolism
  • Glycemic Control
  • Humans
  • India
  • Interdisciplinary Communication
  • Male
  • Middle Aged
  • Patient Care Team*
  • Primary Health Care
  • Time Factors
  • Treatment Outcome

Substances

  • Glycated Hemoglobin
  • hemoglobin A1c protein, human
  • Biomarkers

Associated data

  • ClinicalTrials.gov/NCT02022111