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AHRQ Research Studies Date
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- Access to Care (1)
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- (-) Racial and Ethnic Minorities (12)
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 12 of 12 Research Studies DisplayedThompson HM, Sharma B, Bhalla S
Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.
The objective of this study was to assess fairness and bias of a previously validated machine learning opioid misuse classifier. Two experiments were conducted with the classifier's original and external validation datasets from 2 health systems. Bias was assessed via testing for differences in type II error rates across racial/ethnic subgroups (Black, Hispanic/Latinx, White, Other) using bootstrapped 95% confidence intervals. The investigators concluded that standardized, transparent bias assessments were needed to improve trustworthiness in clinical machine learning models.
AHRQ-funded; HS026385.
Citation: Thompson HM, Sharma B, Bhalla S .
Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.
J Am Med Inform Assoc 2021 Oct 12;28(11):2393-403. doi: 10.1093/jamia/ocab148..
Keywords: Opioids, Substance Abuse, Electronic Health Records (EHRs), Health Information Technology (HIT), Racial and Ethnic Minorities
Jackman KP, Hightow-Weidman L, Poteat T
Evaluating psychometric determinants of willingness to adopt sexual health patient portal services among black college students: a mixed-methods approach.
The authors used mixed methods to describe perceptions of access to sexually transmitted infection test results via electronic personal health record (PHR) and correlates of willingness to adopt its use. Three qualitative themes emerged on relative advantages, barriers, and functionality of PHRs. Reliable latent factors, centering on PHR convenience and functionality, were positively associated with adoption willingness. Adoption may be boosted with tailored designs responsive to expressed service needs.
AHRQ-funded; HS023057.
Citation: Jackman KP, Hightow-Weidman L, Poteat T .
Evaluating psychometric determinants of willingness to adopt sexual health patient portal services among black college students: a mixed-methods approach.
J Am Coll Health 2021 Feb-Mar;69(2):190-97. doi: 10.1080/07448481.2019.1660352..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Racial and Ethnic Minorities, Young Adults, Sexual Health, Disparities, Infectious Diseases
Roberts ET, Mehrotra A
Assessment of disparities in digital access among Medicare beneficiaries and implications for telemedicine.
In this study, the investigators examined disparities in digital access (ie, access at home to technology that enables video telemedicine visits) among Medicare beneficiaries by socioeconomic and demographic characteristics. The investigators concluded that the proportion of beneficiaries who lacked digital access was higher among those with low socioeconomic status, those 85 years or older, and in communities of color.
AHRQ-funded; HS026727.
Citation: Roberts ET, Mehrotra A .
Assessment of disparities in digital access among Medicare beneficiaries and implications for telemedicine.
JAMA Intern Med 2020 Oct;180(10):1386-89. doi: 10.1001/jamainternmed.2020.2666..
Keywords: Elderly, Medicare, Telehealth, Health Information Technology (HIT), Disparities, Access to Care, Social Determinants of Health, Low-Income, Racial and Ethnic Minorities
Presley C, Agne A, Shelton T
Mobile-enhanced peer support for African Americans with Type 2 diabetes: a randomized controlled trial.
This study compared the effectiveness of a community-based diabetes self-management education (DSME) plus mobile health (mHealth)-enhanced peer support intervention to community-based DSME alone for African American adults with poorly controlled type 2 diabetes. This randomized controlled trial took place in Jefferson County, Alabama within a safety-net healthcare system with a group diagnosed with type 2 diabetes and hemoglobin A1C ≥ 7.5%. The intervention group reviewed community-based DSME plus 6 months of mHealth-enhanced peer support, including 12 weekly phone calls, then 3 monthly calls from community health workers. The control group received community based DSME only. Primary outcomes were lower A1C and secondary outcomes were lower diabetes distress, depressive symptoms, self-efficacy or confidence in their ability to manage diabetes, and social support. Of 120 participants selected, 97 completed the study. Both groups experienced clinical meaning reduction in A1C. Participants in the intervention group experienced a significantly larger reduction in diabetes distress compared to the control group.
AHRQ-funded; HS019465.
Citation: Presley C, Agne A, Shelton T .
Mobile-enhanced peer support for African Americans with Type 2 diabetes: a randomized controlled trial.
J Gen Intern Med 2020 Oct;35(10):2889-96. doi: 10.1007/s11606-020-06011-w..
Keywords: Telehealth, Health Information Technology (HIT), Patient Self-Management, Diabetes, Chronic Conditions, Racial and Ethnic Minorities, Community-Based Practice, Comparative Effectiveness, Patient-Centered Outcomes Research, Evidence-Based Practice, Outcomes, Education: Patient and Caregiver
Walter AW, Julce C, Sidduri N AW, Julce C, Sidduri N
Study protocol for the implementation of the Gabby Preconception Care System - an evidence-based, health information technology intervention for Black and African American women.
This hybrid type II implementation-effectiveness cohort study aimed at evaluating appropriateness, acceptability and feasibility implementation outcomes, while also systematically examining the clinical effectiveness of a preconception care (PCC) intervention, the Gabby System, for Black and African American women receiving health services in community-based sites. Contextual factors that influenced uptake and appropriate implementation strategies were identified to inform future scalability of the intervention.
AHRQ-funded; HS025131.
Citation: Walter AW, Julce C, Sidduri N AW, Julce C, Sidduri N .
Study protocol for the implementation of the Gabby Preconception Care System - an evidence-based, health information technology intervention for Black and African American women.
BMC Health Serv Res 2020 Sep 21;20(1):889. doi: 10.1186/s12913-020-05726-0..
Keywords: Racial and Ethnic Minorities, Women, Health Information Technology (HIT), Evidence-Based Practice, Community-Based Practice, Implementation
Jackman KP, Murray S, Hightow-Weidman
Digital technology to address HIV and other sexually transmitted infection disparities: intentions to disclose online personal health records to sex partners among students at a historically Black college.
Among an online survey sample of co-ed students, the authors described latent constructs and other variables associated with perceived behavioral intentions to disclose sexually transmitted infection (STI) test history using patient portals. They found that latent constructs representing communication valuation beliefs and practices were not associated with intentions, while self-reporting prior STI diagnosis was associated with intentions to disclose. They concluded that point-of-care messages focused on improvements to validating test results, communication, and empowerment, may be an effective strategy to support the adoption of patient portals for STI prevention among populations of college-aged Black youth.
AHRQ-funded; HS023057.
Citation: Jackman KP, Murray S, Hightow-Weidman .
Digital technology to address HIV and other sexually transmitted infection disparities: intentions to disclose online personal health records to sex partners among students at a historically Black college.
PLoS One 2020 Aug 21;15(8):e0237648. doi: 10.1371/journal.pone.0237648..
Keywords: Human Immunodeficiency Virus (HIV), Infectious Diseases, Electronic Health Records (EHRs), Health Information Technology (HIT), Young Adults, Racial and Ethnic Minorities, Prevention
Aguilera A, Figueroa CA, Hernandez-Ramos R
mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE study.
In this randomized controlled trial, the researchers’ goal is to examine the effect of a text-messaging smartphone application to encourage physical activity in low-income ethnic minority patients with comorbid diabetes and depression. They will compare passively collected daily step counts, self-reported PHQ-8 and most recent hemoglobin A1c from medical records at baseline and at intervention completion at 6-month follow-up. They plan to submit manuscripts describing their user-designed methods and testing of the adaptive learning algorithm and will submit the results of the trial for publication in peer-reviewed journals and presentations at scientific meetings.
AHRQ-funded; HS025429.
Citation: Aguilera A, Figueroa CA, Hernandez-Ramos R .
mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE study.
BMJ Open 2020 Aug 20;10(8):e034723. doi: 10.1136/bmjopen-2019-034723..
Keywords: Telehealth, Health Information Technology (HIT), Diabetes, Chronic Conditions, Racial and Ethnic Minorities, Low-Income, Health Promotion
Heintzman J, Marino M, Clark K
Using electronic health record data to study Latino immigrant populations in health services research.
The purpose of this study was to validate an electronic health record (EHR)-based algorithm that could serve as a safe proxy for self-reported immigration status for health services researchers. Researchers developed an EHR algorithm to classify a population of patients as likely undocumented or recent Latino immigrants and validated this algorithm by conducting semi-structured interviews of staff. They concluded that the EHR has potential for studying immigration status in health services research, although more study is needed to determine the accuracy and utility of EHRs for this purpose.
AHRQ-funded; HS021522.
Citation: Heintzman J, Marino M, Clark K .
Using electronic health record data to study Latino immigrant populations in health services research.
J Immigr Minor Health 2020 Aug;22(4):754-61. doi: 10.1007/s10903-019-00925-2..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Racial and Ethnic Minorities, Health Services Research (HSR)
Whitley MD, Payán DD, Flórez KR
Feasibility and acceptability of a mobile messaging program within a church-based healthy living intervention for African Americans and Latinos.
Church-based programs can act on multiple levels to improve dietary and physical activity behaviors among African Americans and Latinos. However, the effectiveness of these interventions may be limited due to challenges in reaching all congregants or influencing behavior outside of the church setting. This study examined the feasibility and acceptability of a mobile messaging program within a church-based healthy living intervention for African Americans and Latinos.
AHRQ-funded; HS000046.
Citation: Whitley MD, Payán DD, Flórez KR .
Feasibility and acceptability of a mobile messaging program within a church-based healthy living intervention for African Americans and Latinos.
Health Informatics J 2020 Jun;26(2):880-96. doi: 10.1177/1460458219853408..
Keywords: Racial and Ethnic Minorities, Community-Based Practice, Health Information Technology (HIT), Health Promotion
Walker DM, Hefner JL, Fareed N
Exploring the digital divide: age and race disparities in use of an inpatient portal.
Age and race disparities in the use of new technologies-the digital divide-may be limiting the potential of patient-facing health information technology to improve health and health care. The objective of this study was to investigate whether disparities exist in the use of patient portals designed specifically for the inpatient environment. The investigators identified lower use of the inpatient portal among African American and older patients, relative to White and younger patients, respectively.
AHRQ-funded; HS024379; HS024091; HS024349.
Citation: Walker DM, Hefner JL, Fareed N .
Exploring the digital divide: age and race disparities in use of an inpatient portal.
Telemed J E Health 2020 May;26(5):603-13. doi: 10.1089/tmj.2019.0065..
Keywords: Racial and Ethnic Minorities, Disparities, Health Information Technology (HIT), Inpatient Care, Hospitalization
Senft N, Abrams J, Katz
eHealth activity among African American and white cancer survivors: a new application of theory.
eHealth is a promising resource for cancer survivors and may contribute to reducing racial disparities in cancer survivorship. This research applied the Unified Theory of Acceptance and Use of Technology (UTAUT) to examine eHealth activity among African American (AfAm) and White cancer survivors.
AHRQ-funded; HS022955.
Citation: Senft N, Abrams J, Katz .
eHealth activity among African American and white cancer survivors: a new application of theory.
Health Commun 2020 Mar;35(3):350-55. doi: 10.1080/10410236.2018.1563031..
Keywords: Racial and Ethnic Minorities, Cancer, Disparities, Health Status, Telehealth, Health Information Technology (HIT)
Jang Y, Chiriboga DA, Molinari V
Telecounseling for the linguistically isolated: a pilot study with older Korean immigrants.
This study explored the feasibility and preliminary efficacy of a telecounseling program in the client’s native language. Participants who were native Korean language speakers living in Florida showed generally high levels of acceptance and adherence to the telecounseling program. The high retention of the participants may be due to multiple factors including brevity of the program and convenience of the location.
AHRQ-funded; HS020636
Citation: Jang Y, Chiriboga DA, Molinari V .
Telecounseling for the linguistically isolated: a pilot study with older Korean immigrants.
Gerontologist 2014 Apr;54(2):290-6. doi: 10.1093/geront/gns196..
Keywords: Depression, Elderly, Health Information Technology (HIT), Behavioral Health, Racial and Ethnic Minorities, Telehealth