Evidence map›Paper›PMID 40819856›Full record

ArticleBMJ open2025

Reducing syndemics of non-communicable chronic diseases in Mayan Indigenous population through community-based participatory research: a mixed-methods study protocol.

Emilio Motte-García, Cinthya Cadena-Trejo, María Fernanda Ramírez-Flores, Alfonso Gastelum Strozzi, Adalberto Loyola-Sanchez, María Victoria Fernandez-Garcia, Karen G Castillo-Hernandez, Kenia Nayrobi López-Herrera, Maarten M H Lahr, Erik Buskens and 1 more

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Emilio Motte-García *Plan de Estudios Combinados en Medicina (PECEM), National Autonomous University of Mexico, Ciudad de Mexico, Mexico.ORCID http://orcid.org/0000-0001-5193-2092
Cinthya Cadena-Trejo *Universidad Nacional Autonoma de Mexico, Ciudad de Mexico, Mexico.ORCID http://orcid.org/0000-0003-4954-2639
María Fernanda Ramírez-FloresPlan de Estudios Combinados en Medicina (PECEM), Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico.
Alfonso Gastelum StrozziInstituto de Ciencias Aplicadas y Tecnología, Instituto de Ciencias Aplicadas y Tecnología, Universidad Nacional Autónoma de México (ICAT-UNAM), Mexico City, Mexico.
Adalberto Loyola-SanchezUniversity of Alberta Faculty of Medicine and Dentistry, Edmonton, Alberta, Canada.ORCID http://orcid.org/0000-0002-0082-2907
María Victoria Fernandez-GarciaFacultad de Enfermería y Obstetricia, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico.
Karen G Castillo-HernandezUniversidad Marista de Mérida Periférico Norte Tablaje Catastral, Mérida, Yucatán, Mexico.
Kenia Nayrobi López-HerreraCommunity leader, Community of Chankom, Chankom, Yucatán, Mexico.
Maarten M H LahrHealth Technology Assessment, Department of Epidemiology, Groningen, The Netherlands.ORCID http://orcid.org/0000-0001-7265-2612
Erik BuskensEpidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.ORCID http://orcid.org/0000-0002-6463-1106
Ingris Pelaez-BallestasRheumatology, Hospital General de Mexico Dr Eduardo Liceaga, Ciudad de Mexico, Mexico pelaezin@gmail.com.ORCID http://orcid.org/0000-0001-5188-7375

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIndigenous Mayan-Yucatecan communities in Mexico have a high prevalence of chronic non-communicable diseases (NCDs) such as diabetes, hypertension, obesity and rheumatic diseases (RMDs). According to the syndemic theory, these diseases combined with social, economic and cultural factors affect the quality of life. The aim of this protocol is to describe the methodological process to create, implement and evaluate a Syndemic-Based Care Model (SCM), using a Community Based-Participatory Research (CBPR) strategy in three Mayan-Yucatecan communities. METHODS AND ANALYSIS: This is a convergent mixed-methods protocol. The quantitative component is a before-after study, and the qualitative component is an ethnographic study. The intervention will be a SCM co-constructed with Mayan communities based on their particular needs and aiming for reduction of the negative impact of NCD/RMD through a multidisciplinary approach. We will follow four phases of the CBPR: (1) situational analysis, through community censuses and semistructured interviews to understand the prevalence of NCDs and the syndemics in these communities; (2) co-construction of the elements of a SCM based on the health priorities identified by researchers, community members and healthcare workers; (3) implementation of this SCM and (4) evaluation of the SCM through (1) statistical analyses involving the construction of a syndemic index through stepwise logistic regression of the normalised and standardised key clinical, social and economic variables; interval and ratio variables will be normalised by their z-score and categorical variables will be one-hot encoded; similarity and social networks analysis with clustering to identify syndemic subpopulations; and cost-effectiveness and cost-utility analyses using Markov modelling and (2) narrative and thematic qualitative analysis of the SCM's implementation and impact on community members' health, function and quality of life. ETHICS AND DISSEMINATION: Research ethics boards of participant institutions approved this research protocol. This project will be presented to municipal authorities, community meetings and community leaders for observation and acceptance. For people who wish to participate, informed consent will be provided written and verbally in Spanish or Mayan-Yucatecan according to the participant preferences, and it can be signed by either autograph or fingerprint. The results of this research will be disseminated to various groups: (a) local and regional authorities of the Mexican health system and municipal authorities; (b) the participating communities will be informed in an assembly of the results and (c) academic dissemination will be done through publications in public science journals and institutional press releases and will also be presented at national and international congresses or symposia.

Indexed as

Noncommunicable DiseasesSyndemicChronic DiseaseCommunity-Based Participatory ResearchHumansMexicoQualitative ResearchQuality of LifeResearch DesignChronic DiseaseCommunity-Based Participatory ResearchHealth Services AccessibilityPUBLIC HEALTHQUALITATIVE RESEARCHRHEUMATOLOGY

Identifiers

PMID40819856
PMCPMC12359519

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.