Publications by authors named "John Heintzman"

In the United States, populations of Latino individuals tend to have better mortality outcomes than socioeconomically similar racial and ethnic comparators; this has been termed the "Latino Paradox". However, advantages from the Latino paradox seem to fade and may be susceptible to other factors (like the COVID-19 pandemic). Quality primary care may improve mortality, but the effect of the intersection of all of these factors in Latino patients is uncertain.

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Objectives: To investigate the association between maternal cervical cancer (CC) screening status and child human papillomavirus (HPV) vaccination uptake. To understand if child sex or social deprivation index (SDI) modify this association.

Methods: We used a national cohort of children linked to at least one parent using electronic health record (EHR) data from a network of community health centers across the United States.

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Background: Understanding the mix of video versus audio telehealth modality is critical to informing care for low-income safety net clinic patients. Our study examined whether telehealth modality and continued use of telehealth varied by rurality and whether that changed over time.

Methods: Encounters from adults in the OCHIN national network of primary care safety net clinics were identified by encounter type (in-person vs telehealth) and telehealth modality (video vs audio) from 4/1/2021 to 3/31/2023.

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Cancer is the top leading cause of death among Latino people. Lack of health insurance is a significant contributor to inadequate cancer detection and treatment. Despite healthcare policy expansions such as the Affordable Care Act, Latino people persistently maintain the highest uninsured rate among any ethnic and racial group in the US, especially among Latino individuals who are immigrants or part of a mixed immigration status household.

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Background: Virtual care increased dramatically during the COVID-19 pandemic. The specific modality of virtual care (video, audio, eVisits, eConsults, and remote patient monitoring) has important implications for the accessibility and quality of care, but rates of use are relatively unknown. Methods for identifying virtual care modalities, especially in electronic health records (EHR) are inconsistent.

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Background: Studies assessing equity in the prevention of atherosclerotic cardiovascular disease (ASCVD) for Latinos living in the USA collectively yield mixed results. Latino persons are diverse in many ways that may influence cardiovascular health. The intersection of Latino nativity and ASCVD prevention is understudied.

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Background: Metformin treatment is a recommended first-line medication for patients with type 2 diabetes. Latino patients are subject to factors that may modify their level of diabetes care, including medication prescription. We evaluated the odds of and times to metformin prescription among non-Latino whites, English-preferring Latinos, and Spanish-preferring Latinos with diabetes.

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Background: Neighbourhood walkability can benefit cardiovascular health. Latino patients are more likely than non-Hispanic White patients to have diabetes, and evidence has shown better diabetes-related outcomes for patients living in neighbourhoods conducive to physical activity. Our objective was to determine whether neighbourhood walkability was associated with haemoglobin A1c (HbA1c) levels among English- and Spanish-preferring Latino patients compared to non-Hispanic White patients.

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Background: Studies analyzing blood pressure (BP) management using the hypertension control cascade have consistently shown disparities in hypertension awareness, treatment, and BP control between Latino patients and non-Latino White patients. We analyze this cascade using electronic health record data from a multistate network of community health centers.

Methods And Results: Data from 790 clinics in 23 US states from 2012 to 2020, including 1 270 174 patients, were analyzed to compare BP documentation in the electronic health record, clinician acknowledgment (diagnosis or treatment) of incident hypertension (BP ≥140/90), medication prescription, and BP control between non-Latino White patients, English-preferring Latino patients, and Spanish-preferring Latino patients, adjusted for patient-level covariates, and clustered on patients' primary clinics.

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Aims: Children of parents with substance use and/or other mental health (SU/MH) diagnoses are at increased risk for health problems. It is unknown whether these children benefit from receiving primary care at the same clinic as their parents. Thus, among children of parents with >1 SU/MH diagnosis, we examined the association of parent-child clinic concordance with rates of well-child checks (WCCs) and childhood vaccinations.

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Latino children of Migrant and Seasonal Farmworkers (MSFWs) with asthma are at risk for poor health outcomes due to medical access barriers. We compared differences in acute care utilization for asthma exacerbations among migrant and non-migrant Latino and non-Hispanic white (NHW) children at U.S.

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Article Synopsis
  • The study aimed to evaluate if electronic health records (EHR) documented early childhood asthma risk factors like wheezing differently based on race, ethnicity, and language, and to see if this affected asthma prevalence later on.
  • Using data from over 71,000 children at community health centers across the US, researchers examined the link between wheezing documentation and asthma diagnoses among different demographic groups.
  • Results showed that while wheezing documentation was low across all groups (2-3%), children with wheeze had a higher likelihood of asthma diagnoses, with notable differences in non-Latino Black children who had higher odds of asthma even without documented wheeze.*
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Article Synopsis
  • Hepatitis C is a significant health issue, especially among Latinos in the U.S., making screening in community health centers crucial for controlling the infection.
  • An observational study (2013-2017) examined screening rates for hepatitis C among different ethnic groups, finding that only 9% of 182,002 eligible patients were screened, with lower rates in Latino patients who preferred English.
  • The study concluded that Latino English-preferred patients had significantly lower screening rates compared to non-Hispanic Whites, while those who preferred Spanish had similar screening rates, indicating a disparity in access and utilization of screening services.
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  • Latinas in the U.S. face higher breast cancer mortality but lack comprehensive studies on mammography ordering in primary care settings.
  • An analysis over a decade involving 181,755 women revealed that English-preferring Latinas had lower mammogram order rates compared to non-Hispanic white women, while Spanish-preferring Latinas had higher odds of receiving mammogram orders.
  • The study concludes that barriers to breast cancer detection for low-income Latinas are likely due to accessibility issues rather than a lack of mammogram orders from primary care providers.
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  • The research aimed to investigate how household and neighborhood poverty levels affected asthma care use among Latino, non-Latino black, and non-Latino white children in a community health center setting.
  • Data from 2012-2017 included asthma-related medical records of over 30,000 children, showing that most had low household income but lived in relatively wealthier neighborhoods.
  • Findings indicated that neighborhood poverty was linked to higher asthma visit rates and prescriptions for albuterol, while differences emerged among racial/ethnic groups in how income levels affected asthma care utilization.
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Introduction: Latino adolescents may face numerous barriers) to recommended vaccinations. There is little research on the association between Latino adolescent-mother preferred language concordance and vaccination completion and if it varies by neighborhood. To better understand the social/family factors associated with Latino adolescent vaccination, we studied the association of adolescent-mother language concordance and neighborhood social deprivation with adolescent vaccination completion.

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Background: Language concordance between Latinx patients and their clinicians has been shown to affect health outcomes. In addition, there is evidence that consistent continuity of care (COC) can improve health care outcomes. The relationship between language concordance and COC and their association with health equity in chronic disease is less clear.

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Objective: To examine how social deprivation and residential mobility are associated with primary care use in children seeking care at community health centers (CHCs) overall and stratified by race and ethnicity.

Study Design: We used electronic health record open cohort data from 152 896 children receiving care from 15 U S CHCs belonging to the OCHIN network. Patients were aged 3-17 years, with ≥2 primary care visits during 2012-2017 and had geocoded address data.

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Introduction: Country of birth/nativity information may be crucial to understanding health equity in Latino populations and is routinely called for in health services literature assessing cardiovascular disease and risk, but is not thought to co-occur with longitudinal, objective health information such as that found in electronic health records (EHRs).

Methods: We used a multistate network of community health centres to describe the extent to which country of birth is recorded in EHRs in Latinos, and to describe demographic features and cardiovascular risk profiles by country of birth. We compared geographical/demographic/clinical characteristics, from 2012 to 2020 (9 years of data), of 914 495 Latinos recorded as US-born, non-US-born and without a country of birth recorded.

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Importance: Health-related consequences of multimorbidity (≥2 chronic diseases) are well documented. However, the extent and rate of accumulation of chronic diseases among US patients seeking care in safety-net clinics are not well understood. These insights are needed to enable clinicians, administrators, and policy makers to mobilize resources for prevention of disease escalations in this population.

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Objective: To develop and validate prediction models for inference of Latino nativity to advance health equity research.

Data Sources/study Setting: This study used electronic health records (EHRs) from 19,985 Latino children with self-reported country of birth seeking care from January 1, 2012 to December 31, 2018 at 456 community health centers (CHCs) across 15 states along with census-tract geocoded neighborhood composition and surname data.

Study Design: We constructed and evaluated the performance of prediction models within a broad machine learning framework (Super Learner) for the estimation of Latino nativity.

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Background: It is uncertain if the American College of Cardiology/American Heart Association (ACC/AHA) 2013 guidelines for the use of HMGCoA reductase inhibitors (statins) were associated with increased statin eligibility and prescribing across underserved groups.

Objective: To analyze, by race, ethnicity, and preferred language, patients with indications for and presence of a statin prescription before and after the guideline change.

Design: Retrospective cohort study.

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Introduction: HIV screening should occur for all adults at least once by age 65 years. Older adults have low screening rates. Latinos, with historically low screening rates, have worse HIV outcomes than non-Hispanic White patients.

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Atherosclerotic cardiovascular disease (ASCVD) disproportionally affects racial and ethnic minority populations. Statin prescribing guidelines changed in 2013 to improve ASCVD prevention. It is unknown whether risk screening for statin eligibility differed across race and ethnicity over this guideline change.

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