Public health care policymakers and payers are increasingly investing in efforts to address patients' health-related social needs (HRSNs) as a strategy for improving health while controlling or reducing costs. However, evidence regarding the implementation and impact of HRSN interventions remains limited. California's Whole Person Care Pilot program (WPC) was a Medicaid Section 1115 waiver demonstration program focused on the provision of care coordination and other services to address eligible beneficiaries' HRSN. In this study, we examine pilot-level variation in impact on acute care utilization and identify factors associated with differential outcomes. The majority of pilots reduced emergency department (ED) visits for enrollees relative to matched controls; however, only four pilots reduced both ED visits and hospitalizations. Coincidence analysis results highlight the importance of cross-sector partnerships, field-based outreach and engagement, and adequate program investment in differentiating pilots that reduced acute care utilization from those that did not.
{"title":"Program Implementation Strategies Associated With Reduced Acute Care Utilization for Medicaid Beneficiaries in California's Whole Person Care Pilot Program.","authors":"Emmeline Chuang, Dahai Yue, Brenna O'Masta, Leigh Ann Haley, Weihao Zhou, Nadereh Pourat","doi":"10.1177/10775587241273404","DOIUrl":"10.1177/10775587241273404","url":null,"abstract":"<p><p>Public health care policymakers and payers are increasingly investing in efforts to address patients' health-related social needs (HRSNs) as a strategy for improving health while controlling or reducing costs. However, evidence regarding the implementation and impact of HRSN interventions remains limited. California's Whole Person Care Pilot program (WPC) was a Medicaid Section 1115 waiver demonstration program focused on the provision of care coordination and other services to address eligible beneficiaries' HRSN. In this study, we examine pilot-level variation in impact on acute care utilization and identify factors associated with differential outcomes. The majority of pilots reduced emergency department (ED) visits for enrollees relative to matched controls; however, only four pilots reduced both ED visits and hospitalizations. Coincidence analysis results highlight the importance of cross-sector partnerships, field-based outreach and engagement, and adequate program investment in differentiating pilots that reduced acute care utilization from those that did not.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"432-443"},"PeriodicalIF":2.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11528969/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142121119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-08-26DOI: 10.1177/10775587241273413
Denise A Tyler, Miku Fujita, Susan A Chapman
The supply of personal care aides (PCAs), who assist people receiving home care, is a growing concern. PCA shortages result, in part, from the low wages earned by these workers. State policies have had some effect on wages. Self-direction (SD) may be associated with wages because SD allows home care recipients to hire and manage workers, including setting wages in most states. We used wage data from the Bureau of Labor Statistics to examine the association between SD and the wages of PCAs. We found implementation of SD did not have a consistent association with PCA wages, with wages improving in some states and worsening in others. We also found little difference in PCA wages between states that allow participants to set worker wages and those that do not. SD does not seem to improve PCA wages in states, so other policy strategies will be needed.
{"title":"Association Between Self-Direction and Personal Care Aide Wages.","authors":"Denise A Tyler, Miku Fujita, Susan A Chapman","doi":"10.1177/10775587241273413","DOIUrl":"10.1177/10775587241273413","url":null,"abstract":"<p><p>The supply of personal care aides (PCAs), who assist people receiving home care, is a growing concern. PCA shortages result, in part, from the low wages earned by these workers. State policies have had some effect on wages. Self-direction (SD) may be associated with wages because SD allows home care recipients to hire and manage workers, including setting wages in most states. We used wage data from the Bureau of Labor Statistics to examine the association between SD and the wages of PCAs. We found implementation of SD did not have a consistent association with PCA wages, with wages improving in some states and worsening in others. We also found little difference in PCA wages between states that allow participants to set worker wages and those that do not. SD does not seem to improve PCA wages in states, so other policy strategies will be needed.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"455-463"},"PeriodicalIF":2.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142057260","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-19DOI: 10.1177/10775587241296182
Lili Xu, Hari Sharma, George L Wehby
This study estimates the effect of nursing home closure on occupancy, net profit margin, and operating margin of nearby nursing homes. We use national nursing home data from 2009 to 2019 from Medicare cost reports, Medicare Provider of Services (POS), and LTCfocus.org data. Using the Callaway and Sant'Anna difference-in-differences model, we compare the changes in occupancy, net profit margin, and operating margin between incumbent nursing homes in markets with any closure and nursing homes in markets without a closure, overall, and across rurality. Our findings suggest that nursing home closure improves the occupancy rates of remaining nursing homes in the same market in rural areas but there is little evidence of effects in metropolitan and micropolitan areas. Nursing home regulators and local officials should consider the long-term care market heterogeneity when considering interventions targeted at nursing home closure.
{"title":"Effects of Nursing Home Closures on Occupancy and Finances of Nearby Nursing Homes.","authors":"Lili Xu, Hari Sharma, George L Wehby","doi":"10.1177/10775587241296182","DOIUrl":"10.1177/10775587241296182","url":null,"abstract":"<p><p>This study estimates the effect of nursing home closure on occupancy, net profit margin, and operating margin of nearby nursing homes. We use national nursing home data from 2009 to 2019 from Medicare cost reports, Medicare Provider of Services (POS), and LTCfocus.org data. Using the Callaway and Sant'Anna difference-in-differences model, we compare the changes in occupancy, net profit margin, and operating margin between incumbent nursing homes in markets with any closure and nursing homes in markets without a closure, overall, and across rurality. Our findings suggest that nursing home closure improves the occupancy rates of remaining nursing homes in the same market in rural areas but there is little evidence of effects in metropolitan and micropolitan areas. Nursing home regulators and local officials should consider the long-term care market heterogeneity when considering interventions targeted at nursing home closure.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"10775587241296182"},"PeriodicalIF":2.4,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142669990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-14DOI: 10.1177/10775587241285135
Sarah MacCarthy, Peyton Miller, Ninez A Ponce, Marc N Elliott
We examined peer-reviewed publications analyzing data from the English GP Patient Survey (GPPS), U.S. National Health Interview Survey (NHIS), and California Health Interview Survey (CHIS) to explore how the health of sexual minority populations varies across settings and subgroups. We searched for English language articles published 2011-2022, screening abstracts (n = 112), reviewing full text (n = 97), and extracting data (n = 85). We conducted a content analysis to identify patterns across settings for sexual minority people compared with heterosexual counterparts and each other. Across all settings, sexual minority adults had poorer health care access, worse health outcomes and patient experiences, more detrimental health behaviors, and greater health care services utilization (reflecting risk awareness and need). When subgroup data were reported, differences were greater among women, except for HIV and related cancers, which were most prevalent among sexual minority men. Sexual minority people generally reported significantly worse health access, outcomes, and behaviors in all three settings.
{"title":"Assessing Narrative Patterns in Health Access, Outcomes, and Behaviors Across Three Data Sets From England, the United States, and California for Sexual Minority Adults.","authors":"Sarah MacCarthy, Peyton Miller, Ninez A Ponce, Marc N Elliott","doi":"10.1177/10775587241285135","DOIUrl":"https://doi.org/10.1177/10775587241285135","url":null,"abstract":"<p><p>We examined peer-reviewed publications analyzing data from the English GP Patient Survey (GPPS), U.S. National Health Interview Survey (NHIS), and California Health Interview Survey (CHIS) to explore how the health of sexual minority populations varies across settings and subgroups. We searched for English language articles published 2011-2022, screening abstracts (<i>n</i> = 112), reviewing full text (<i>n</i> = 97), and extracting data (<i>n</i> = 85). We conducted a content analysis to identify patterns across settings for sexual minority people compared with heterosexual counterparts and each other. Across all settings, sexual minority adults had poorer health care access, worse health outcomes and patient experiences, more detrimental health behaviors, and greater health care services utilization (reflecting risk awareness and need). When subgroup data were reported, differences were greater among women, except for HIV and related cancers, which were most prevalent among sexual minority men. Sexual minority people generally reported significantly worse health access, outcomes, and behaviors in all three settings.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"10775587241285135"},"PeriodicalIF":2.4,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142480112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01Epub Date: 2024-06-12DOI: 10.1177/10775587241257983
Brianna M Lombardi, Lisa de Saxe Zerden, Erin Fraher
Behavioral health needs continue rise in the United States and constitute a key driver of health care utilization, costs, and outcomes. Social workers provide a wide range of services across health, behavioral health, and community settings, and while this heterogeneity in practice benefits care delivery, it complicates health workforce analyses. This analysis compares five commonly used national data sources and details similarities and differences in their estimates of the number, type, and practice characteristics of social workers. The analysis suggests that estimates vary significantly between data sets ranging from 282,425 to 1,022,859 social workers; as well as yield different findings of types of social workers in the United States, depending on the data set used. These differences have the potential to shape how researchers and policy makers assess the adequacy of the social work workforce and identify solutions to address the nation's behavioral health and social care needs.
{"title":"Varying Estimates of Social Workers in the United States: Which Data Source to Use?","authors":"Brianna M Lombardi, Lisa de Saxe Zerden, Erin Fraher","doi":"10.1177/10775587241257983","DOIUrl":"10.1177/10775587241257983","url":null,"abstract":"<p><p>Behavioral health needs continue rise in the United States and constitute a key driver of health care utilization, costs, and outcomes. Social workers provide a wide range of services across health, behavioral health, and community settings, and while this heterogeneity in practice benefits care delivery, it complicates health workforce analyses. This analysis compares five commonly used national data sources and details similarities and differences in their estimates of the number, type, and practice characteristics of social workers. The analysis suggests that estimates vary significantly between data sets ranging from 282,425 to 1,022,859 social workers; as well as yield different findings of types of social workers in the United States, depending on the data set used. These differences have the potential to shape how researchers and policy makers assess the adequacy of the social work workforce and identify solutions to address the nation's behavioral health and social care needs.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"408-416"},"PeriodicalIF":2.4,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11389054/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141307339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01Epub Date: 2024-05-31DOI: 10.1177/10775587241251868
Alissa B Sideman, Alma Hernandez de Jesus, Cecilia Alagappan, Melissa Ma, Christopher J Koenig, Loren I Alving, Freddi Segal-Gidan, Rachel Goldberger, Dana Sohmer, Howie Rosen
Primary care practitioners (PCPs) are the first point of contact for most patients with suspected dementia and have identified a need for more training and support around dementia diagnosis and care. This qualitative study examined the Alzheimer's Disease-Extension for Community Healthcare Outcomes (AD-ECHO) program. AD-ECHO was designed to strengthen PCP capacity in dementia through bimonthly virtual meetings with a team of dementia experts. We conducted 24 hr of direct observations at AD-ECHO sessions and interviewed 14 participants about their experiences participating. Using thematic analysis, we found that participants valued the supportive learning environment and resources; knowledge gained empowered them to take more action around dementia; they identified ways of disseminating knowledge gained into their practice settings, and many desired ongoing AD-ECHO engagement. However, most identified time as a barrier to participation. AD-ECHO has the potential to strengthen the primary care workforce's knowledge and confidence around dementia care.
{"title":"Strengthening Primary Care Workforce Capacity in Dementia Diagnosis and Care: A Qualitative Study of Project Alzheimer's Disease-ECHO.","authors":"Alissa B Sideman, Alma Hernandez de Jesus, Cecilia Alagappan, Melissa Ma, Christopher J Koenig, Loren I Alving, Freddi Segal-Gidan, Rachel Goldberger, Dana Sohmer, Howie Rosen","doi":"10.1177/10775587241251868","DOIUrl":"10.1177/10775587241251868","url":null,"abstract":"<p><p>Primary care practitioners (PCPs) are the first point of contact for most patients with suspected dementia and have identified a need for more training and support around dementia diagnosis and care. This qualitative study examined the Alzheimer's Disease-Extension for Community Healthcare Outcomes (AD-ECHO) program. AD-ECHO was designed to strengthen PCP capacity in dementia through bimonthly virtual meetings with a team of dementia experts. We conducted 24 hr of direct observations at AD-ECHO sessions and interviewed 14 participants about their experiences participating. Using thematic analysis, we found that participants valued the supportive learning environment and resources; knowledge gained empowered them to take more action around dementia; they identified ways of disseminating knowledge gained into their practice settings, and many desired ongoing AD-ECHO engagement. However, most identified time as a barrier to participation. AD-ECHO has the potential to strengthen the primary care workforce's knowledge and confidence around dementia care.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"384-394"},"PeriodicalIF":2.4,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11389049/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141184775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01Epub Date: 2024-03-07DOI: 10.1177/10775587241235244
Olivia S Jung, Patricia Satterstrom, Sara J Singer
To foster bottom-up innovations, health care organizations are leveraging interdisciplinary frontline innovation teams. These teams include workers across hierarchical levels and professional backgrounds, pooling diverse knowledge sources to develop innovations that improve patient and worker experiences and care quality, equity, and costs. Yet, these frontline innovation teams experience barriers, such as time constraints, being new to innovation, and team-based role hierarchies. We investigated the practices that such teams in federally qualified health centers (FQHCs) used to overcome these barriers. Our 20-month study of two FQHC innovation teams provides one of the first accounts of how practices that sustained worker engagement in innovation and supported their ideas to implementation evolve over time. We also show the varied quantity of engagement practices used at different stages of the innovation process. At a time when FQHCs face pressure to innovate amid staff shortages, our study provides recommendations to support their work.
{"title":"Engaging Interdisciplinary Innovation Teams in Federally Qualified Health Centers.","authors":"Olivia S Jung, Patricia Satterstrom, Sara J Singer","doi":"10.1177/10775587241235244","DOIUrl":"10.1177/10775587241235244","url":null,"abstract":"<p><p>To foster bottom-up innovations, health care organizations are leveraging interdisciplinary frontline innovation teams. These teams include workers across hierarchical levels and professional backgrounds, pooling diverse knowledge sources to develop innovations that improve patient and worker experiences and care quality, equity, and costs. Yet, these frontline innovation teams experience barriers, such as time constraints, being new to innovation, and team-based role hierarchies. We investigated the practices that such teams in federally qualified health centers (FQHCs) used to overcome these barriers. Our 20-month study of two FQHC innovation teams provides one of the first accounts of how practices that sustained worker engagement in innovation and supported their ideas to implementation evolve over time. We also show the varied quantity of engagement practices used at different stages of the innovation process. At a time when FQHCs face pressure to innovate amid staff shortages, our study provides recommendations to support their work.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"370-383"},"PeriodicalIF":2.4,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11389058/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140050944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01Epub Date: 2024-07-29DOI: 10.1177/10775587241264594
Christopher G Slatore, Jennifer Y Scott, Elizabeth R Hooker, Natalie Disher, Sara Golden, Diana Govier, Denise M Hynes
Many Veterans receive Department of Veterans Affairs (VA)-purchased care from non-VA facilities but little is known about factors that Veterans consider for this choice. Between May 2020 and August 2021, we surveyed VA-purchased care-eligible VA patients about barriers and facilitators to choosing where to receive care. We examined the association between travel time to their VA facility and their choice of VA-purchased care (VA-paid health care received in non-VA settings) versus VA facility and whether this association was modified by distrust. We received 1,662 responses and 692 (42%) chose a VA facility. Eighty percent reported quality care was in their top three factors that influenced their decision. Respondents with the highest distrust and who lived >1 hr from the nearest VA facility had the lowest predicted probability (PP) of choosing VA (PP 15%; 95% confidence interval: 10%-20%). Veterans value quality of care. VA and other health care systems should consider patient-centered ways to improve and publicize quality and reduce distrust.
{"title":"Motivators, Barriers, and Facilitators to Choosing Care in VA Facilities Versus VA-Purchased Care.","authors":"Christopher G Slatore, Jennifer Y Scott, Elizabeth R Hooker, Natalie Disher, Sara Golden, Diana Govier, Denise M Hynes","doi":"10.1177/10775587241264594","DOIUrl":"10.1177/10775587241264594","url":null,"abstract":"<p><p>Many Veterans receive Department of Veterans Affairs (VA)-purchased care from non-VA facilities but little is known about factors that Veterans consider for this choice. Between May 2020 and August 2021, we surveyed VA-purchased care-eligible VA patients about barriers and facilitators to choosing where to receive care. We examined the association between travel time to their VA facility and their choice of VA-purchased care (VA-paid health care received in non-VA settings) versus VA facility and whether this association was modified by distrust. We received 1,662 responses and 692 (42%) chose a VA facility. Eighty percent reported quality care was in their top three factors that influenced their decision. Respondents with the highest distrust and who lived >1 hr from the nearest VA facility had the lowest predicted probability (PP) of choosing VA (PP 15%; 95% confidence interval: 10%-20%). Veterans value quality of care. VA and other health care systems should consider patient-centered ways to improve and publicize quality and reduce distrust.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"395-407"},"PeriodicalIF":2.4,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141793987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01Epub Date: 2023-12-20DOI: 10.1177/10775587231215221
Cara B Safon, Lois McCloskey, Sarah H Gordon, Megan B Cole, Jack Clark
Evidence suggests that perinatal doula care can support maternal health and reduce racial inequities among low-income pregnant and postpartum people, prompting growing interest by state Medicaid agencies to reimburse for doula services. Emerging peer-reviewed and gray literature document factors facilitating or impeding that reimbursement. We conducted a scoping review of that literature (2012-2022) to distill key policy considerations for policymakers and advocates in the inclusion of doula care as a Medicaid-covered benefit. Fifty-three reports met the inclusion criteria. Most (53%) were published in 2021 or 2022. Their stated objectives were advocating for expanded access to doula care (17%), describing barriers to policy implementation, and/or offering recommendations to overcome the barriers (17%). A primary policy consideration among states was prioritizing partnership with doulas and doula advocates to inform robust and equitable policymaking to sustain the doula profession.
{"title":"Medicaid Reimbursement for Doula Care: Policy Considerations From a Scoping Review.","authors":"Cara B Safon, Lois McCloskey, Sarah H Gordon, Megan B Cole, Jack Clark","doi":"10.1177/10775587231215221","DOIUrl":"10.1177/10775587231215221","url":null,"abstract":"<p><p>Evidence suggests that perinatal doula care can support maternal health and reduce racial inequities among low-income pregnant and postpartum people, prompting growing interest by state Medicaid agencies to reimburse for doula services. Emerging peer-reviewed and gray literature document factors facilitating or impeding that reimbursement. We conducted a scoping review of that literature (2012-2022) to distill key policy considerations for policymakers and advocates in the inclusion of doula care as a Medicaid-covered benefit. Fifty-three reports met the inclusion criteria. Most (53%) were published in 2021 or 2022. Their stated objectives were advocating for expanded access to doula care (17%), describing barriers to policy implementation, and/or offering recommendations to overcome the barriers (17%). A primary policy consideration among states was prioritizing partnership with doulas and doula advocates to inform robust and equitable policymaking to sustain the doula profession.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"311-326"},"PeriodicalIF":2.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138832859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01Epub Date: 2024-05-14DOI: 10.1177/10775587241251870
Joshua Snoke, Ann Haas, Steven C Martino, Marc N Elliott
Census data are vital to health care research but must also protect respondents' confidentiality. The 2020 decennial Census employs a new Differential Privacy framework; this study examines its effect on the accuracy of an important tool for measuring health disparities, the Bayesian Improved Surname and Geocoding (BISG) algorithm, which uses Census Block Group data to estimate race and ethnicity when self-reported data are unavailable. Using self-reported race and ethnicity data as our standard, we compared the accuracy of BISG estimates calculated using the original 2010 Census counts to the accuracy of estimates calculated using 2010 data but with 2020 Differential Privacy in place. The Differential Privacy methodology slightly decreases BISG accuracy for American Indian and Alaska Native people but has little effect for other groups, suggesting that the methodology will not impede health disparities research that employs BISG and similar methods.
{"title":"Differential Privacy Protections in 2020 U.S. Decennial Census Data Do Not Impede Measurement of Racial and Ethnic Disparities.","authors":"Joshua Snoke, Ann Haas, Steven C Martino, Marc N Elliott","doi":"10.1177/10775587241251870","DOIUrl":"10.1177/10775587241251870","url":null,"abstract":"<p><p>Census data are vital to health care research but must also protect respondents' confidentiality. The 2020 decennial Census employs a new Differential Privacy framework; this study examines its effect on the accuracy of an important tool for measuring health disparities, the Bayesian Improved Surname and Geocoding (BISG) algorithm, which uses Census Block Group data to estimate race and ethnicity when self-reported data are unavailable. Using self-reported race and ethnicity data as our standard, we compared the accuracy of BISG estimates calculated using the original 2010 Census counts to the accuracy of estimates calculated using 2010 data but with 2020 Differential Privacy in place. The Differential Privacy methodology slightly decreases BISG accuracy for American Indian and Alaska Native people but has little effect for other groups, suggesting that the methodology will not impede health disparities research that employs BISG and similar methods.</p>","PeriodicalId":51127,"journal":{"name":"Medical Care Research and Review","volume":" ","pages":"346-350"},"PeriodicalIF":2.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140922745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}