Evidence map›Paper›PMID 36320208›Full record

ArticleRevista panamericana de salud publica = Pan American journal of public health2022

Advancing patient-centered care: moving from outcome-based to risk factor-based models using the big four risk factors.

Joshua S Yudkin

Abstract read
In one paragraph

Article in Revista panamericana de salud publica = Pan American journal of public health, 2022. 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. The Application of a Patient-Centered Care Framework in Mental Health Diversion: A Qualitative Study.International journal of offender therapy and comparative criminology · 2026
    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

1 author.

Joshua S YudkinUniversity of Texas Health Science Center at Houston Houston United States of America University of Texas Health Science Center at Houston, Houston, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This article reimagines the health care system to focus on risk factors rather than outcomes in order to improve patient-centered care and reduce health care expenditure. Patient-centered care has been a global priority since 2001 when the Institute of Medicine declared it an essential aim for health care systems. As part of this discussion and to help facilitate this change, the concept of the big four risk factors - diet and nutrition; physical activity; smoking and tobacco use; and excessive alcohol consumption - is introduced in the context of the Americas from which it originates. Using peer-reviewed literature, health policy guidelines, theories, frameworks, and transdisciplinary implementation science strategies, this article explains how public health research and medical centers are set up in terms of disease, or outcome, rather than risk factor, or exposure. It suggests how moving from outcome-based health care models to focus on prevention using the big four risk factors will lead to better patient-centered care and health outcomes. Transdisciplinary research and complexity science, a framework largely developed and tested in Latin America, are recommended to facilitate this change and develop multicomponent, multistakeholder action and cooperation. Future research should pilot the proposed changes at various health-system levels and in different settings and report on the outcomes of implementation to assess effectiveness and improve translation of research, perhaps using the standardized RE-AIM (Reach, Effectiveness, Adoption, Implementation, Maintenance) evaluation framework.

Indexed as

disease preventionhealth care deliveryhealth promotionPatient-centered carepublic health

Identifiers

PMID36320208
PMCPMC9595225

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.