Evidence map›Paper›PMID 42647207›Full record

ReviewJournal of market access & health policy2026

Multi-Criteria Decision-Making Framework for Sustainable Innovation Management in the Mexican Medical Device Manufacturing Industry: An Exploratory and Interdisciplinary Analysis.

José Cozain-Hernández, Josué Aarón López-Leyva, Miguel Angel Ponce-Camacho, Víctor Manuel Ramos-García

Abstract readReview
In one paragraph

Review in Journal of market access & health policy, 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

4 authors.

José Cozain-HernándezColegio de Ingeniería, CETYS Universidad, Tijuana 22210, Mexico.
Josué Aarón López-LeyvaColegio de Ingeniería, CETYS Universidad, Ensenada 22860, Mexico.ORCID 0000-0002-3004-5686
Miguel Angel Ponce-CamachoColegio de Ingeniería, CETYS Universidad, Mexicali 21259, Mexico.ORCID 0000-0002-3320-1277
Víctor Manuel Ramos-GarcíaDepartamento de Física, Matemáticas e Ingeniería, Universidad de Sonora, Navojoa 85880, Mexico.ORCID 0000-0002-6043-9985

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The medical device manufacturing industry in Mexico faces a critical risk of losing competitiveness and sustainability due to its concentration on low-value-added manufacturing activities and limited integration into advanced stages of the value chain, such as R&D. This research addresses the lack of validated quantitative methodologies to identify the critical factors that promote sectoral sustainability in the national context. Through a literature review and the analysis of MCDM, a taxonomy of the problem was developed that integrates dimensions of governance, technological innovation, and human capital. The findings emphasize the need to transition toward circular economy and additive manufacturing models, supported by hybrid algorithms such as AHP, TOPSIS, and DEMATEL to mitigate uncertainty in strategic decision making. As a main result, an innovation management flow aligned with international standards and several maturity levels (TRLs, MRLs, CRLs, and PRLs) is proposed, providing a structured roadmap to scale the Mexican industry toward more-sophisticated global segments.

Indexed as

innovation managementmedical device industrymulti-criteriasustainable

Identifiers

PMID42647207
PMCPMC13510750

What OpenQuestion holds

Textmetadata
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.