Evidence map›Paper›PMID 42609436›Full record

ArticleFrontiers in health services2026

Organizational resilience in Puerto Rico's primary care clinics: absorbing, adapting, and transforming under stress.

Gabriela Alvarado, Samantha Pérez-Dávila, Alexandra Mendoza-Graf, Marielena Lara, Gabriela Castro, Ilka Ríos, Mariela Torres-Cintrón, Justin Timbie

Abstract read
In one paragraph

Article in Frontiers in health services, 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

8 authors.

Gabriela AlvaradoRAND Corporation, Arlington, VA, United States.
Samantha Pérez-DávilaRAND Corporation, Santa Monica, CA, United States.
Alexandra Mendoza-GrafRAND Corporation, Santa Monica, CA, United States.
Marielena LaraRAND Corporation, Santa Monica, CA, United States.
Gabriela CastroRAND Corporation, Santa Monica, CA, United States.
Ilka RíosUniversity of Puerto Rico, Medical Sciences Campus, San Juan, Puerto Rico.
Mariela Torres-CintrónUniversity of Puerto Rico, Medical Sciences Campus, San Juan, Puerto Rico.
Justin TimbieRAND Corporation, Arlington, VA, United States.

Funding

Primary Care Transformation in Puerto Rico's Physician Organizations Following Hurricane MariaR01AG075508 · NIA · RAND CORPORATION · PI TIMBIE, JUSTIN W. · 2022 to 2025
$3.0M
NIA NIH HHS R01 AG075508
6 · The paper itself

Abstract

Introduction: Primary care clinics in Puerto Rico operate under compounding financial, workforce, infrastructural, and environmental constraints that threaten continuity and quality of care. Understanding how these clinics sustain operations under chronic systemic stress and recurrent disasters can yield resilience strategies applicable to safety-net and rural primary care settings more broadly. Methods: We conducted a cross-sectional qualitative study between May and October 2025 with physicians and clinic leaders at primary care clinics across Puerto Rico, including Federally Qualified Health Centers (FQHCs) and non-FQHC practices. Using purposive sampling, we conducted 25 semi-structured virtual interviews with physicians and executive/medical directors representing all major health regions. Interviews were conducted in Spanish and analyzed using an AI-assisted qualitative coding platform (Muse; inter-rater reliability Results: We identified five themes organized across three resilience levels. At the absorptive level, clinicians expanded their clinical roles, personal accessibility, and informal scope of practice to compensate for specialist shortages, while pursuing high Star Ratings to offset chronically low Medicare Advantage reimbursement. Adaptive resilience included diversifying communication channels, conducting home visits, leveraging municipal resources for transportation and in-home care, and developing multi-modal record systems to maintain care continuity during infrastructure disruptions. Transformative resilience was concentrated in FQHCs, which institutionalized telemedicine, multidisciplinary care teams, and formalized community partnerships as standing responses to recurrent disasters. Discussion: Puerto Rico's primary care clinics have developed a layered suite of resilience strategies forged under chronic systemic stress and repeated disasters. Federal payment inequities and workforce migration constrain all three resilience levels, with individual clinician burden serving as the primary buffer against system failure. Policy reforms addressing reimbursement parity, workforce retention, and coverage for non-visit-based services are essential to transform individual coping into sustained organizational capacity.

Indexed as

clinic operationshealth system resiliencehealth technologieshealth workforceprimary carePuerto Rico

Identifiers

PMID42609436
PMCPMC13478240

What OpenQuestion holds

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LicenceCC BY
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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.