Evidence map›Paper›PMID 42252315›Full record

ArticleScientific reports2026

Delphi consensus validation of an integrated climate sensitive diabetes management model for climate vulnerable health systems in Iran.

Amir Ghasemian, Elaheh Hooshmand, Ehsan Mousa Farkhani, Mansoureh Kouhi, Mehrdad Salehi, Seyed Saeed Tabatabaee, Javad Moghri

Abstract read
In one paragraph

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

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

7 authors.

Amir GhasemianStudent Research Committee, Mashhad University of Medical Sciences, Mashhad, Iran.
Elaheh HooshmandSocial Determinates of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
Ehsan Mousa FarkhaniDepartment of Epidemiology, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
Mansoureh KouhiResearch Institute of Meteorology and Atmospheric Science, Climatological Research Institute (CRI), Mashhad, Iran.
Mehrdad SalehiStudent Research Committee, Mashhad University of Medical Sciences, Mashhad, Iran.
Seyed Saeed TabatabaeeSocial Determinates of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran. tabatabaee1977@gmail.com.
Javad MoghriSocial Determinates of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran. MoghriJ@mums.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 2 diabetes mellitus (T2DM) is rising rapidly in Iran, where climate-related hazards such as heatwaves, sand and dust storms, and disruptions to food and medicine supply chains challenge continuity and quality of care. We sought to validate a climate-sensitive, health system-oriented management model for T2DM using a Delphi consensus process. Eighteen experts in diabetes, noncommunicable diseases and health systems rated 51 statements derived from the preliminary Integrated Iranian Climate-Sensitive Diabetes Management Model (ICDMM), mapped onto six domains aligned with WHO health system building blocks. Items were scored on a binary agree/disagree scale, with a ≥ 70% agreement threshold for consensus. In round 1, agreement ranged from 61.1% to 100.0%; 46 statements met the threshold and five were revised. In round 2 all revised items achieved ≥ 80% agreement, and ultimately all 51 statements reached consensus. The validated ICDMM comprises six domains and 51 components spanning climate-informed governance, resilient and equitable service delivery, workforce preparedness, digital and early-warning information systems, climate-resilient supply chains, and equity-oriented climate-sensitive financing. The ICDMM offers a disease-specific framework for operationalising climate-resilient health system principles for T2DM in a climate-vulnerable middle-income setting and now requires implementation and evaluation in real-world practice.

Indexed as

Climate ChangeDelivery of Health CareDiabetes Mellitus, Type 2ClimateConsensusDelphi TechniqueHumansIranClimate changeclimate-resilient health systemsDelphi techniqueHealth-system modellingIranLow- and middle-income countriesType 2 diabetes

Identifiers

PMID42252315
PMCPMC13487174

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.