Evidence map›Paper›PMID 42266401›Full record

ArticleOxford open digital health2026

Strengthening digital competencies in India's health workforce: development and feasibility evaluation of a digital health competency framework for frontline healthcare workers in Uttar Pradesh.

Chirag Bariya, Himanshu Burad, Rukmani Keshav, Surbhi Arul, Umesh Jhadav, Padmini Vishwanath, Girish Patil, Karthik Adapa

Abstract read
In one paragraph

Article in Oxford open digital health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Chirag BariyaInternational Innovation Corps, University of Chicago Trust, Ground Floor, DLF Capitol Point Building, Baba Kharak Singh Marg, Near Hanuman Temple, Connaught Place, New Delhi, Delhi 110001, India.
Himanshu BuradInternational Innovation Corps, University of Chicago Trust, Ground Floor, DLF Capitol Point Building, Baba Kharak Singh Marg, Near Hanuman Temple, Connaught Place, New Delhi, Delhi 110001, India.
Rukmani KeshavInternational Innovation Corps, University of Chicago Trust, Ground Floor, DLF Capitol Point Building, Baba Kharak Singh Marg, Near Hanuman Temple, Connaught Place, New Delhi, Delhi 110001, India.
Surbhi ArulInternational Innovation Corps, University of Chicago Trust, Ground Floor, DLF Capitol Point Building, Baba Kharak Singh Marg, Near Hanuman Temple, Connaught Place, New Delhi, Delhi 110001, India.
Umesh JhadavInternational Innovation Corps, University of Chicago Trust, Ground Floor, DLF Capitol Point Building, Baba Kharak Singh Marg, Near Hanuman Temple, Connaught Place, New Delhi, Delhi 110001, India.
Padmini VishwanathKoita-Centre for Digital Health, Ashoka University, Plot No. 2, Rajiv Gandhi Education City, National Capital Region P.O. Rai, Sonepat, Haryana 131029, India.
Girish PatilKoita-Centre for Digital Health, Ashoka University, Plot No. 2, Rajiv Gandhi Education City, National Capital Region P.O. Rai, Sonepat, Haryana 131029, India.
Karthik AdapaDepartment of Health Systems, World Health Organization-South-East Asia Regional Office, World Health House, Indraprastha Estate, Mahatma Gandhi Marg, New Delhi, Delhi 110002, India.ORCID https://orcid.org/0000-0002-3970-588X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid growth of digital health initiatives has heightened reliance on frontline health workers (FLHWs) to deliver, document, and manage services through digital tools, particularly in low- and middleincome countries (LMICs). In India, the widespread rollout of platforms under the Ayushman Bharat Digital Mission (ABDM) is not yet matched by a standardized digital health competency framework (DHCF) for FLHWs, hindering systematic skill development, assessment, and integration. This study designed, developed, and evaluated a theory-driven, evidence-based, and scalable DHCF for India's health workforce. Framed as a feasibility and proof-ofconcept study, it was piloted among FLHWs in Uttar Pradesh using a three-stage approach comprising design, implementation, and evaluation. The framework development drew on a systematic literature review and the Government of India's Framework for Roles, Activities, and Competencies (FRAC). A cadre-agnostic competency dictionary was created, spanning functional, behavioral, domainspecific, and intervention-specific skills across graded proficiency levels. Competencies were mapped to FLHW roles, and aligned training materials and assessments were developed. The framework was piloted through in-person, instructor-led sessions for Auxiliary Nurse Midwives (ANMs) in two districts (

Indexed as

digital health competency frameworkevaluationfeasibilityfrontline workerslow- and middle-income countriesworkforce preparedness

Identifiers

PMID42266401
PMCPMC13245931

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.