Evidence map›Paper›PMID 41983623›Full record

ArticleJMIR research protocols2026

Building Capacity in Institutional Operational Research in Low-Resource Settings: Protocol for an Implementation Research Study.

Sana Ali, G V S Murthy, Kenneth L Bassett, Priya Reddy, Katie Judson, Suzanne Schwartz Gilbert, Abhilash Patra, Anirudh Gaurang Gudlavalleti, Debangana Mahapatra, Hira Pant and 7 more

Abstract read
In one paragraph

Article in JMIR research protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Sana AliPragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0002-1274-7991
G V S MurthyPragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0002-5695-866X
Kenneth L BassettUniversity of British Columbia, Vancouver, BC, Canada.ORCID 0000-0001-9414-562X
Priya ReddySeva Canada, Vancouver, BC, Canada.ORCID 0000-0003-2594-1985
Katie JudsonSeva Canada, Vancouver, BC, Canada.ORCID 0009-0002-7475-2523
Suzanne Schwartz GilbertPragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0002-0087-9313
Abhilash Patra *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0002-8027-6298
Anirudh Gaurang Gudlavalleti *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0001-7339-5320
Debangana Mahapatra *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0009-0002-2293-3402
Hira Pant *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0002-7759-7218
Parami Dakhwa *Seva Canada, Kathmandu, Nepal.ORCID 0000-0001-7452-1413
Sarah Jameel *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0003-2109-3341
Sarva Priya Pandey *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0009-0001-4814-2978
Shailaja Tetali *Indian Institute of Public Health Hyderabad, Hyderabad, India.ORCID 0000-0001-7006-6935
Sirshendu Chaudhuri *Indian Institute of Public Health Hyderabad, Hyderabad, India.ORCID 0000-0002-7375-7851
Srinivas Imandi *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0001-9797-815X
Suresh Kamalakannan *Pragyaan Sustainable Health Outcomes Foundation, Level 2, Kapil Kavuri Hub, Nanakramguda, Financial District, Hyderabad, 500032, India, 91 8978244994.ORCID 0000-0003-4407-7838

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Operational research (OR) in eye care within resource-constrained settings helps develop context-specific solutions to local challenges. Building OR capacity among eye care personnel enables them to independently generate evidence that drives improvements in eye care delivery. Objective: This protocol describes the extended phase of the Institutional Operational Research Capacity Building (I-ORCB) program designed to train eye care professionals in the fundamentals and applications of OR. Methods: The I-ORCB program will be conducted in collaboration with Seva Canada and the Pragyaan Sustainable Health Outcomes Foundation over 3 years (2024-2027). A total of 10 partner eye hospitals in India and Nepal will participate. The training is organized around 7 work packages covering quantitative and qualitative research methods, data management and analysis, community engagement, scientific writing, grant writing, and ethics. The program will be implemented in two sequential phases: (1) protocol development and ethics committee submission and (2) mentoring, data collection, data analysis, and manuscript preparation. Delivery will include workshops, ongoing mentorship, e-resources, and structured monitoring mechanisms. Evaluation will follow the Kirkpatrick model, and cost-effectiveness will be assessed through the change in knowledge among the participants brought about by the workshops. Results: This program is currently in the implementation phase. As of March 2025, a total of 10 teams have been enrolled in the I-ORCB program. Data collection for program evaluation began in June 2025 and is expected to continue until late 2026. Expected results include enhanced OR competencies among hospital teams, institutional strengthening for research, development of peer-reviewed manuscripts, and improved capacity to apply OR to service delivery challenges. The results of this program are expected to be published in 2027. Conclusions: The I-ORCB program applies a practical, learning-by-doing approach and is grounded in the Cooke framework for research capacity building. By integrating structured mentorship, institutional ownership, and flexible virtual learning components, the program is expected to strengthen OR culture in low- and middle-income countries and improve the delivery of eye care services in South Asia.

Indexed as

Capacity BuildingOperations ResearchHumansIndiaNepalResource-Limited Settingscapacity buildingdelivery of health careevidence-based practiceoperational researchprogram evaluation

Identifiers

PMID41983623
PMCPMC13081132

What OpenQuestion holds

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Registered trials

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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.