Evidence map›Paper›PMID 41694292›Full record

ArticleTherapeutic advances in endocrinology and metabolism2026

Diabetes management using a clinical guideline versus usual practice: a feasibility trial-based qualitative study among Ayurvedic practitioners and patients in Nepal.

Kaushik Chattopadhyay, Nisha Rana, Shristi Karki, Prerok Regmi, Pradip Gyanwali, Vasudev Upadhyay, Bihungum Bista, Nikhil Tandon, Sanjay Kinra, Tuhin Kanti Biswas and 6 more

Abstract read
In one paragraph

Article in Therapeutic advances in endocrinology and metabolism, 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. Trial
  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

16 authors.

Kaushik ChattopadhyayLifespan and Population Health, School of Medicine, University of Nottingham, Nottingham NG5 1PB, UK.ORCID https://orcid.org/0000-0002-3235-8168
Nisha RanaNepal Health Research Council, Kathmandu, Nepal.
Shristi KarkiNepal Health Research Council, Kathmandu, Nepal.
Prerok RegmiNepal Health Research Council, Kathmandu, Nepal.
Pradip GyanwaliNepal Health Research Council, Kathmandu, Nepal.
Vasudev UpadhyayDepartment of Ayurveda and Alternative Medicine, Ministry of Health and Population, Kathmandu, Nepal.
Bihungum BistaNepal Health Research Council, Kathmandu, Nepal.
Nikhil TandonDepartment of Endocrinology, Metabolism and Diabetes, All India Institute of Medical Sciences, New Delhi, India.
Sanjay KinraDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
Tuhin Kanti BiswasDepartment of Kayachikitsa, J. B. Roy State Ayurvedic Medical College and Hospital, Kolkata, West Bengal, India.
Jo Leonardi-BeeLifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK.
Michael HeinrichCentre for Pharmacognosy and Phytotherapy, School of Pharmacy, University College London, London, UK.
Jeemon PanniyammakalSree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India.
Sarah Anne LewisLifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK.
Sheila Margaret GreenfieldInstitute of Applied Health Research, University of Birmingham, Birmingham, UK.
Meghnath DhimalNepal Health Research Council, Kathmandu, Nepal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Type 2 diabetes mellitus (T2DM) is common in Nepal, where many people seek primary care through Ayurveda, a widely practiced traditional medical system. However, concerns remain about variability in clinical practice and the quality of care provided by Ayurvedic practitioners. No evidence-based clinical practice guideline (EB-CPG) currently exists for managing T2DM in Ayurveda. To address this, an EB-CPG was developed, and a feasibility trial was conducted to inform a future definitive cluster randomized controlled trial evaluating whether the EB-CPG would improve T2DM management compared to usual clinical practice. Objectives: To explore the experiences and perspectives of Ayurvedic practitioners and patients regarding the two treatment groups (EB-CPG-based care versus usual clinical practice) and participation in the feasibility trial. Design: Constructivist qualitative study. Methods: Semistructured interviews were conducted with Ayurvedic practitioners and patients. Data were analyzed thematically using an inductive approach and the framework method. Results: A total of 41 Ayurvedic practitioners and patients were interviewed. Common themes identified across both groups included facilitators and challenges in the trial patient recruitment, challenges in usual clinical care, experiences with EB-CPG-based care (predominantly positive), ease and difficulties of monthly follow-ups, and pros and cons of patient diaries for assessing medication compliance. Practitioner-specific themes included the diverse populations they serve; patients' motivations for choosing Ayurveda over Western medicine; their motivations for trial participation; balancing clinical duties with the trial demands; confusion about trial roles and responsibilities; and other trial-related issues such as understanding processes and documentation, support and communication, coordination with data collectors, and finances and other resources. Conclusion: The EB-CPG-based approach for managing T2DM by Ayurvedic practitioners in Nepal was well-received and perceived as more beneficial than usual clinical practice. Trial experiences and perspectives were largely positive; however, several challenges related to trial conduct should be addressed in future studies, including the definitive cluster trial.

Indexed as

Ayurvedaclinical practice guidelineevidence-basedmanagementNepalqualitative researchtype 2 diabetes mellitus

Identifiers

PMID41694292
PMCPMC12905102

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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.