Evidence map›Paper›PMID 27443309›Full record

ArticleHealth research policy and systems2016

Enablers and inhibitors of the implementation of the Casalud Model, a Mexican innovative healthcare model for non-communicable disease prevention and control.

Roberto Tapia-Conyer, Rodrigo Saucedo-Martinez, Ricardo Mujica-Rosales, Hector Gallardo-Rincon, Paola Abril Campos-Rivera, Evan Lee, Craig Waugh, Lucia Guajardo, Braulio Torres-Beltran, Ursula Quijano-Gonzalez and 1 more

Open access · goldAbstract read
In one paragraph

Article in Health research policy and systems, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
1.9field-weighted citation impact, top 11% of its field
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Article
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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 at 2 institutions in 2 countries.

Roberto Tapia-ConyerFundación Carlos Slim, Plaza Carso, Lago Zurich 245, Torre Carso, Piso 20, Mexico City, 11529, Mexico.
Rodrigo Saucedo-MartinezFundación Carlos Slim, Plaza Carso, Lago Zurich 245, Torre Carso, Piso 20, Mexico City, 11529, Mexico. rsaucedom@fundacioncarlosslim.org.
Ricardo Mujica-RosalesFundación Carlos Slim, Plaza Carso, Lago Zurich 245, Torre Carso, Piso 20, Mexico City, 11529, Mexico.
Hector Gallardo-RinconFundación Carlos Slim, Plaza Carso, Lago Zurich 245, Torre Carso, Piso 20, Mexico City, 11529, Mexico.
Paola Abril Campos-RiveraFundación Carlos Slim, Plaza Carso, Lago Zurich 245, Torre Carso, Piso 20, Mexico City, 11529, Mexico.
Evan LeeEli Lilly and Company, Mexico City, Mexicoᅟ
Craig WaughEli Lilly and Company, Mexico City, Mexicoᅟ
Lucia GuajardoEli Lilly and Company, Mexico City, Mexicoᅟ
Braulio Torres-BeltranC230 Consultores, Mexico City, Mexico.
Ursula Quijano-GonzalezC230 Consultores, Mexico City, Mexico.
Lidia Soni-GallardoC230 Consultores, Mexico City, Mexico.
Hospital Médica Sur · MXEli Lilly (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Mexican healthcare system is under increasing strain due to the rising prevalence of non-communicable diseases (especially type 2 diabetes), mounting costs, and a reactive curative approach focused on treating existing diseases and their complications rather than preventing them. Casalud is a comprehensive primary healthcare model that enables proactive prevention and disease management throughout the continuum of care, using innovative technologies and a patient-centred approach.

methodsData were collected over a 2-year period in eight primary health clinics (PHCs) in two states in central Mexico to identify and assess enablers and inhibitors of the implementation process of Casalud. We used mixed quantitative and qualitative data collection tools: surveys, in-depth interviews, and participant and non-participant observations. Transcripts and field notes were analyzed and coded using Framework Analysis, focusing on defining and describing enablers and inhibitors of the implementation process.

resultsWe identified seven recurring topics in the analyzed textual data. Four topics were categorized as enablers: political support for the Casalud model, alignment with current healthcare trends, ongoing technical improvements (to ease adoption and support), and capacity building. Three topics were categorized as inhibitors: administrative practices, health clinic human resources, and the lack of a shared vision of the model.

conclusionsEnablers are located at PHCs and across all levels of government, and include political support for, and the technological validity of, the model. The main inhibitor is the persistence of obsolete administrative practices at both state and PHC levels, which puts the administrative feasibility of the model's implementation in jeopardy. Constructing a shared vision around the model could facilitate the implementation of Casalud as well as circumvent administrative inhibitors. In order to overcome PHC-level barriers, it is crucial to have an efficient and straightforward adaptation and updating process for technological tools. One of the key lessons learned from the implementation of the Casalud model is that a degree of uncertainty must be tolerated when quickly scaling up a healthcare intervention. Similar patient-centred technology-based models must remain open to change and be able to quickly adapt to changing circumstances.

Indexed as

Delivery of Health CareDiffusion of InnovationHealth PersonnelHealth ServicesAmbulatory Care FacilitiesContinuity of Patient CareDiabetes Mellitus, Type 2Disease ManagementHealth Services AdministrationHumansMexicoModels, BiologicalPatient-Centered CarePrimary Health CareQualitative ResearchBarrierChronic diseaseHealth interventionHealth plan implementationHealth policyHealth technologyImplementationRegional health planning

Identifiers

PMID27443309
PMCPMC4957422
OpenAlexW2497306183

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.