Resumen de Investigación
Analyzed using Evidence Intelligence™

Technology-enabled intervention improves diabetes outcomes in India

Última actualización 12 de julio de 2026

Key finding

A significantly higher proportion of intervention participants achieved HbA1c reduction ≥0.5% compared to the control group (21.8% vs. 10.3%, p < 0.05).

The IMPACT Diabetes trial evaluated a community-based intervention for diabetes care in India, finding significant improvements in HbA1c reduction and healthcare utilization.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Extended (5–20+ y)

Risk of bias

Some Concerns

Guarda este estudio en tu Evidence Tracker para encontrarlo facilmente cuando lo necesites.

Plain-language summary

What this paper says

A plain-language read of the study's main message and where it applies.

Study focus

The IMPACT Diabetes trial evaluated a community-based intervention for diabetes care in India, finding significant improvements in HbA1c reduction and healthcare utilization.

Clinical relevance

These findings highlight the potential of community-based, technology-enabled interventions to enhance diabetes management in resource-limited settings, potentially leading to better health outcomes for patients.

Keep in mind

The study's generalizability may be limited to similar community settings. Potential confounding factors were not fully controlled for. Effectiveness of the intervention may vary with different populations.

Published in

Referencia de la Revista

Publication details and source links for this paper.

Abhinav B, Varun A, Sumaiya A, et al. IMPACT Diabetes: A cluster randomized controlled trial evaluating a community-based, technology-enabled task-shifting intervention for diabetes care in India. Scientific Reports. 2025;15:36712. doi:10.1038/s41598-025-20728-w

Efectos Principales

21.8% of intervention participants achieved ≥0.5% reduction in HbA1c compared to 10.3% in control (p < 0.05).

Intervention participants had 55.2 more physician visits on average than control participants (p < 0.001).

Medication adherence for glucose-lowering medications was 63.0% in the intervention group versus 43.1% in the control (p < 0.001).

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Digital physician-pharmacist collaborative care and Frequency of physician visits, HbA1c, Proportion of participants achieving ≥0.5% reduction in HbA1c, and 1 more.

Primary intervention

Digital physician-pharmacist collaborative care

Primary outcomes

  • Frequency of physician visits
  • HbA1c
  • Proportion of participants achieving ≥0.5% reduction in HbA1c

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

4
Evidence pairs
4
Relationships
3
Evidence topics
contributes_evidence

Editorial context

Why this study matters

See why this paper is useful beyond its individual results.

Evidence network role

This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.

Moderate contributionModerate confidenceNetwork score: 69

3

Related topics

4

Evidence pairs

325

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 4 evidence relationships
  • Includes primary outcome data
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Agrega evidencia relacionada a tu Evidence Tracker

Guarda estudios y paginas de evidencia, organiza tu Evidence Tracker y manten en un solo lugar la investigacion que te importa.

Evidencia principal

Relación de evidencia

Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c

Evidencia relacionada

Tema de evidencia

HbA1c Reduction

Seguir evidencia

Tema de evidencia

Diabetes Self-Management Education and Support

Seguir evidencia

Core evidence

Study findings

The primary outcomes reported in this study.

Frequency of physician visits

Digital physician-pharmacist collaborative care → Frequency of physician visits

Digital physician-pharmacist collaborative care → Frequency of physician visits

Evidence Intelligence™
ImpactScore™
100
Very Positive
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HbA1c

Digital physician-pharmacist collaborative care → HbA1c

Digital physician-pharmacist collaborative care → HbA1c

Evidence Intelligence™
ImpactScore™
75
Positive
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Proportion of participants achieving ≥0.5% reduction in HbA1c

Digital physician-pharmacist collaborative care → Proportion of participants achieving ≥0.5% reduction in HbA1c

Digital physician-pharmacist collaborative care → Proportion of participants achieving ≥0.5% reduction in HbA1c

Evidence Intelligence™
ImpactScore™
100
Very Positive
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Self-reported medication adherence at 12 months

Digital physician-pharmacist collaborative care → Self-reported medication adherence at 12 months

Digital physician-pharmacist collaborative care → Self-reported medication adherence at 12 months

Evidence Intelligence™
ImpactScore™
100
Very Positive
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Build your personal Evidence Workspace

Create a free account to save studies and evidence pages, organize your personal Evidence Tracker, and keep the research you care about in one place.

Today's Activity

Your Evidence Workspace

Free account

Saved this study

Your free account becomes your personal diabetes evidence workspace.

Evidence Tracker

12 tracked topics

Saved Studies

48 studies

Research Notes

Coming Soon

Weekly Evidence Digest

Coming Soon

evidence suggest

La Evidencia Sugiere

  • Intervention led to a significant 11.5 percentage point increase in HbA1c reduction.
  • Participants had 55.2 more physician visits, indicating increased healthcare utilization.
  • Medication adherence improved by 19.9 percentage points in the intervention group.
who this applies

A quién se aplica

  • Adults with diabetes in community settings in India.
  • Patients requiring support for medication adherence and healthcare access.
keep in mind

Tener en Cuenta

  • Results may not be applicable to urban populations or different healthcare systems.
  • The study did not measure long-term health outcomes beyond the intervention period.
  • Further research is needed to explore the scalability of the intervention.
between the lines

Entre Líneas

  • The study's generalizability may be limited to similar community settings.
  • Potential confounding factors were not fully controlled for.
  • Effectiveness of the intervention may vary with different populations.

Save this study

Keep this study in your Evidence Tracker so you can easily find it again whenever you need it.

Today's Activity

Your Evidence Workspace

Free account

Saved this study

Your free account becomes your personal diabetes evidence workspace.

Evidence Tracker

12 tracked topics

Saved Studies

48 studies

Research Notes

Coming Soon

Weekly Evidence Digest

Coming Soon

Already have an account?

Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c, Diabetes Self-Management Education and Support (DSMES) Programs and Frequency of physician visits.

Relaciones de evidencia relacionadas

Explore in Evidence Archive

This study contributes to the evidence on the following intervention-outcome relationships.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does Diabetes Self-Management Education and Support (DSMES) Programs improve HbA1c?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve HbA1c.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study

Why this answer: This answer is based on 28 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
28 supporting studiesUpdated: Jul 2026

Does Digital physician-pharmacist collaborative care improve frequency of physician visits?

Emerging Evidence

Digital physician-pharmacist collaborative care appears to improve Frequency of physician visits.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Frequency of physician visits

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Digital physician-pharmacist collaborative care improve proportion of participants achieving ≥0.5% reduction in hba1c?

Emerging Evidence

Digital physician-pharmacist collaborative care appears to improve Proportion of participants achieving ≥0.5% reduction in HbA1c.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Proportion of participants achieving ≥0.5% reduction in HbA1c

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Digital physician-pharmacist collaborative care improve self-reported medication adherence at 12 months?

Emerging Evidence

Digital physician-pharmacist collaborative care appears to improve Self-reported medication adherence at 12 months.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Self-reported medication adherence at 12 months

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026
Learn how Evidence Intelligence™ works

Next steps

Continue your research

Choose a next path through related evidence topics, archive views, and research summaries.

No ads. No tracking.

Focused on evidence, not advertising.

Secure & private

Your data is always protected.

Always up to date

New studies added every day.