The Paradoxical Association of Disaggregated Data Collection With Diabetes Control Among Latino Patients

BACKGROUND: Data disaggregation in Latino patients has been called for by national organizations. However, analyses of the association between the collection of this data point, especially the place of birth, and common disease-specific factors, including disease severity, are lacking. OBJECTIVE: To examine the relationship between the collection of place of birth data and diabetes control in a national network of community health centers (CHCs). PARTICIPANTS: Hispanic/Latino adult patients, aged 18 to 79 years, with diabetes. MEASURES: We described the following groups by demographic, clinical, and neighborhood factors, and compared odds of hemoglobin a1c (HbA1c) always <7% or ever >9%, stratified by preferred language: (1) patients whose clinics never collected place of birth; (2) those whose clinics did collect this information, but they personally did not have a country of birth in their record; and (3) those with country of birth documented. RESULTS: In our study population (n=81,107), Spanish-preferring Latinos with their place of birth recorded (HbA1c always <7: OR=0.75, 95% CI: 0.65-0.87; HbA1c ever >9: OR=1.68, 95% CI: 1.44-1.95) had worse HbA1c measures than Spanish-preferring Latino patients in clinics that did not collect country of birth. CONCLUSIONS: In a national CHC network, Spanish-preferring Latino patients with country of birth information in their records had less well-controlled HbA1cs than those who were served by clinics that did not collect these data. These surprising findings underscore the need to assess disaggregated data collection in Latino patients to better understand the data necessary for high-quality primary care in Latino communities.

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Publication Details

Journal
Medical Care
Published
2026-04-27
DOI
https://doi.org/10.1097/mlr.0000000000002331
Primary Topic
Primary Care and Health Outcomes
Type
article
Field-Weighted Citation Impact
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article

The Paradoxical Association of Disaggregated Data Collection With Diabetes Control Among Latino Patients

Jorge Kaufmann, Dang Dinh, Danielle M. Crookes, Wyatt P. Bensken et al.
Medical Care
Primary Care and Health Outcomes
article

The Paradoxical Association of Disaggregated Data Collection With Diabetes Control Among Latino Patients

Jorge Kaufmann, Dang Dinh, Danielle M. Crookes, Wyatt P. Bensken, Sandra Echeverria, JenniferA. Lucas, John D. Heintzman, Karen Florez, Miguel Marino
article en

Abstract

BACKGROUND: Data disaggregation in Latino patients has been called for by national organizations. However, analyses of the association between the collection of this data point, especially the place of birth, and common disease-specific factors, including disease severity, are lacking. OBJECTIVE: To examine the relationship between the collection of place of birth data and diabetes control in a national network of community health centers (CHCs). PARTICIPANTS: Hispanic/Latino adult patients, aged 18 to 79 years, with diabetes. MEASURES: We described the following groups by demographic, clinical, and neighborhood factors, and compared odds of hemoglobin a1c (HbA1c) always <7% or ever >9%, stratified by preferred language: (1) patients whose clinics never collected place of birth; (2) those whose clinics did collect this information, but they personally did not have a country of birth in their record; and (3) those with country of birth documented. RESULTS: In our study population (n=81,107), Spanish-preferring Latinos with their place of birth recorded (HbA1c always <7: OR=0.75, 95% CI: 0.65-0.87; HbA1c ever >9: OR=1.68, 95% CI: 1.44-1.95) had worse HbA1c measures than Spanish-preferring Latino patients in clinics that did not collect country of birth. CONCLUSIONS: In a national CHC network, Spanish-preferring Latino patients with country of birth information in their records had less well-controlled HbA1cs than those who were served by clinics that did not collect these data. These surprising findings underscore the need to assess disaggregated data collection in Latino patients to better understand the data necessary for high-quality primary care in Latino communities.

Medical Care
The Graduate Center, CUNY (US), Northeastern University (US), Oregon Health & Science University (US), University of North Carolina at Greensboro (US), City University of New York (US), Ochin (US)
Quality Education
Openalex Percentile: Top 7%
Primary Care and Health Outcomes
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