Evidence map›Paper›PMID 40048082›Full record

ArticleJournal of racial and ethnic health disparities2026

Health Care Utilization and Patient-Provider Racial/Ethnic Concordance Among Asian American Subgroups.

Alyson Ma, Jeffrey Kibler, Mindy Ma

Erratum issuedAbstract read
PubMed Publisher
In one paragraph

Article in Journal of racial and ethnic health disparities, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

3 authors.

Alyson MaDepartment of Economics, Knauss School of Business, University of San Diego, Alcalá Park, San Diego, CA, 92110, USA. maa@sandiego.edu.ORCID 0000-0002-6413-4935
Jeffrey KiblerDepartment of Psychology & Neuroscience, Nova Southeastern University, 3300 S University Dr, Fort Lauderdale, FL, 33328, USA.
Mindy MaDepartment of Psychology & Neuroscience, Nova Southeastern University, 3300 S University Dr, Fort Lauderdale, FL, 33328, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aimed to apply Andersen's behavioral model of health services to examine the association of patient-provider racial and ethnic concordance on health care use within Asian American subgroups with a focus on nativity.

methodsWe estimate multivariate probit models using data from the Medical Expenditure Panel Survey. We collect and utilize data on preventive care visits, visits for new health problems, visits for ongoing health problems, and number of doctor's visits from survey years 2013-2017 to measure health utilization. Additionally, we include data on racial and ethnic concordance, non-health-related socioeconomic and demographic factors, health-related characteristics, provider communication characteristics, and provider location characteristics in the analysis to capture predisposing, enabling, and need factors. Our sample includes 61,667 observations, mainly White respondents (86.2%) with 3.0% Indian American respondents, 3.1% Chinese American respondents, 2.3% Filipino American respondents, and 5.4% respondents classified in the survey as Other Asians. A total of 3% (1847) of the cases in the sample involved Asian provider-patient concordance.

resultsOur study provides evidence of differences in health utilization within Asian subgroups even after controlling for enabling, need, and other predisposing factors. Namely, Asian American patient-provider concordance is associated with statistically significant increases in the probabilities of seeking preventive care, seeking care for a new problem, and seeking care for an ongoing problem, relative to Asian American patients with non-Asian American providers. We also find that the association is not equal across the Asian American subgroups. The Asian American patient-provider concordance is consistently positive and significant for Chinese Americans. For the number of provider visits, the association is only positive and significant for foreign-born Chinese American patients.

conclusionsThe overall results support the positive association between the predisposing factor of Asian patient-provider race concordance and health care utilization. Moreover, patient-provider concordance is particularly important for the Chinese subgroup, which is less likely to seek medical care relative to White patients. The findings suggest that the diversity in the Asian population should be taken into account when designing outreach programs, particularly for non-US-born patients.

Indexed as

AsianPatient Acceptance of Health CarePhysician-Patient RelationsAdolescentAdultAgedFemaleHumansMaleMiddle AgedUnited StatesWhiteWhite PeopleYoung AdultAcculturationAndersen’s behavioral model of health servicesAsian AmericanDiscriminationHealth disparityHealth utilizationImmigrantRacial and ethnic concordance

Identifiers

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.