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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
76 to 100 of 576 Research Studies DisplayedRodriguez HP, Ciemins EL, Rubio K
Physician practices with robust capabilities spend less on Medicare beneficiaries than more limited practices.
Researchers used data from the 2017 National Survey of Healthcare Organizations and Systems to examine the association of practice-level capabilities with process measures of quality, utilization, and spending. They found that quality and utilization did not differ by practice-level capabilities. Physician practice locations with robust capabilities spent less on Medicare fee-for-service beneficiaries but delivered quality of care comparable to the quality delivered in locations with low or mixed capabilities.
AHRQ-funded; HS024075.
Citation: Rodriguez HP, Ciemins EL, Rubio K .
Physician practices with robust capabilities spend less on Medicare beneficiaries than more limited practices.
Health Aff 2022 Mar;41(3):414-23. doi: 10.1377/hlthaff.2021.00302..
Keywords: Healthcare Costs, Medicare, Provider: Physician
Hussaini SMQ, Gupta A, Anderson KE
Utilization of filgrastim and infliximab biosimilar products in Medicare Part D, 2015-2019.
This research letter describes a cross-sectional study that investigated whether the use of biosimilar drugs was associated with reduced spending in Medicare Part D. This study evaluated utilization trends for filgrastim which is a drug used to treat cancer, and infliximab, a drug used for autoimmune conditions such as rheumatoid arthritis. From 2015 to 2019, filgrastim claims increased by 15% and infliximab increased by 41%. Annual spending share on filgrastim biosimilars went from 2% in 2015 to 56% in 2019. The share for infliximab increased from less than 1% to 3.6%. Total annual Medicare Part D spending on filgrastim decreased by only 7% from 2015 to 2019, while spending on infliximab total annual Part D spending increased by 17% despite biosimilar competition.
AHRQ-funded; HS000029.
Citation: Hussaini SMQ, Gupta A, Anderson KE .
Utilization of filgrastim and infliximab biosimilar products in Medicare Part D, 2015-2019.
JAMA Netw Open 2022 Mar;5(3):e221117. doi: 10.1001/jamanetworkopen.2022.1117..
Keywords: Medicare, Medication
Adler-Milstein J, Linden A, Bernstein S
Longitudinal participation in delivery and payment reform programs among US primary care organizations.
The purpose of this retrospective, observational study was to assess longitudinal primary care organization participation patterns in large-scale reform programs and to identify organizational characteristics associated with multiprogram participation. Medicare claims were used to identify organizations that delivered primary care services. Findings showed that no program achieved more than 50% participation; 36% of organizations did not participate in any program; 50% participated in one; 13% in two; and 1% in all three. Larger organizations, those with younger providers, those with more primary care providers, and those with larger Medicare patient panels were more likely to participate in more programs.
AHRQ-funded; HS025165.
Citation: Adler-Milstein J, Linden A, Bernstein S .
Longitudinal participation in delivery and payment reform programs among US primary care organizations.
Health Serv Res 2022 Feb;57(1):47-55. doi: 10.1111/1475-6773.13646..
Keywords: Primary Care, Medicare, Healthcare Delivery
Markovitz AA, Ryan AM, Peterson TA
ACO awareness and perceptions among specialists versus primary care physicians: a survey of a large Medicare Shared Savings program.
This research letter describes a survey that was conducted to compare accountable care organization (ACO) awareness and perceptions among specialists versus primary care physicians (PCPs). The survey was administered in 2018 to clinicians in the Physician Organization of Michigan ACO, which was the largest Medicare Shared Savings Program (MSSP) in Michigan and among the ten largest nationally at the time. The analysis focused on 1022 non-pediatrician physician respondents practicing within 10 provider organizations. Physician respondents included PCPs (23%) and specialists (77%). The most common specialty was internal medicine (20%), followed by surgeons (14%). Specialists were less likely to be aware of ACO participation and incentives. They were also 25% less likely to know they were in an ACO compared to PCPs. In addition, specialists were 18% less likely to know their ACO was accountable for both spending and quality or that their ACO had lowered spending in the previous year. This difference in perception may help to explain ACOs’ modest impact on spending and quality.
AHRQ-funded; HS025615.
Citation: Markovitz AA, Ryan AM, Peterson TA .
ACO awareness and perceptions among specialists versus primary care physicians: a survey of a large Medicare Shared Savings program.
J Gen Intern Med 2022 Feb;37(2):492-94. doi: 10.1007/s11606-020-06556-w..
Keywords: Primary Care, Healthcare Costs, Medicare, Provider: Physician
Tucher E, Keeney T, Bélanger E
Leveraging survey and claims data to identify high-need Medicare beneficiaries in the National Health and Aging Trends Study.
The purpose of this retrospective cohort study was to compare the performance of existing survey and claims-based definitions in identifying high-need (HN) Medicare population beneficiaries and predicting poor outcomes among a community-dwelling population. The researchers utilized Round 5 (2015) of the National Health and Aging Trends Study (NHATS) linked with Medicare claims and applied HN definitions from prior studies to the current study cohort. The study found that the percentage of NHATS respondents categorized as HN differed greatly across definitions. HN respondents had significantly higher mortality and hospitalization rates in 2016. The researchers report that although all the definitions utilized had good specificity, none were sufficiently accurate in their ability to predict outcomes in the following year.
AHRQ-funded; HS000011.
Citation: Tucher E, Keeney T, Bélanger E .
Leveraging survey and claims data to identify high-need Medicare beneficiaries in the National Health and Aging Trends Study.
J Am Geriatr Soc 2022 Feb; 70(2):522-30. doi: 10.1111/jgs.17517..
Keywords: Medicare, Elderly, Hospitalization
Wickwire EM, Bailey MD, Somers VK
CPAP adherence is associated with reduced inpatient utilization among older adult Medicare beneficiaries with pre-existing cardiovascular disease.
The purpose of this study was to examine the impact of adherence to continuous positive airway pressure (CPAP) therapy on health care utilization among a nationally representative and sample of older adults with multiple morbidities and pre-existing cardiovascular disease and subsequently diagnosed with obstructive sleep apnea in the United States. The investigators concluded that in this nationally representative sample of older Medicare beneficiaries with multiple morbidities and relative to low adherers, high adherers demonstrated reduced inpatient utilization.
AHRQ-funded; HS024560.
Citation: Wickwire EM, Bailey MD, Somers VK .
CPAP adherence is associated with reduced inpatient utilization among older adult Medicare beneficiaries with pre-existing cardiovascular disease.
J Clin Sleep Med 2022 Jan;18(1):39-45. doi: 10.5664/jcsm.9478..
Keywords: Elderly, Medicare, Sleep Problems, Cardiovascular Conditions, Patient Adherence/Compliance, Hospitalization, Healthcare Utilization, Respiratory Conditions
Song Zhang, Zhang X, Patterson LJ
Racial and ethnic disparities in hospitalization outcomes among Medicare beneficiaries during the COVID-19 pandemic.
This study assessed assess racial and ethnic differences in hospitalization outcomes during the COVID-19 pandemic among Medicare beneficiaries. Medicare claims from the Social Security Administration was used to determine in-hospital mortality and mortality inclusive of discharges to hospice and discharges to postacute care. Over 31 million Medicare recipients in the database were analyzed with over 14 million hospitalizations from January 2019 to February 2021. There was a decline in non-COVID-19 and an emergence of COVID-19 hospitalizations among beneficiaries of different racial and ethnic minority groups through February 2021. In-hospital mortality was not significantly different among Black patients relative to White patients but was 3.5 percentage points higher among Hispanic patients and other racial and ethnic minority groups. There were disparities in discharges to hospice and postacute care as well.
AHRQ-funded; HS024072.
Citation: Song Zhang, Zhang X, Patterson LJ .
Racial and ethnic disparities in hospitalization outcomes among Medicare beneficiaries during the COVID-19 pandemic.
JAMA Health Forum 2021 Dec 23;2(12):e214223. doi: 10.1001/jamahealthforum.2021.4223..
Keywords: COVID-19, Racial and Ethnic Minorities, Disparities, Medicare, Hospitalization, Outcomes, Mortality
Wilcock AD, Joshi S, Escarce J
Luck of the draw: role of chance in the assignment of Medicare readmissions penalties.
Pay-for-performance programs are one strategy used by health plans to improve the efficiency and quality of care delivered to beneficiaries. Under such programs, providers are often compared against their peers in order to win bonuses or face penalties in payment. The purpose of this study was to investigate the impact luck can have on the assessment of performance, the researchers investigated its role in assigning penalties under Medicare's Hospital Readmissions Reduction Policy (HRRP), a program that penalizes hospitals with excess readmissions.
AHRQ-funded; HS024284.
Citation: Wilcock AD, Joshi S, Escarce J .
Luck of the draw: role of chance in the assignment of Medicare readmissions penalties.
PLoS One 2021 Dec 21;16(12):e0261363. doi: 10.1371/journal.pone.0261363..
Keywords: Medicare, Payment, Hospital Readmissions, Provider Performance, Quality of Care
Sood N, Yang Z, Huckfeldt P
Geographic variation in Medicare fee-for-service health care expenditures before and after the passage of the Affordable Care Act.
This cross-section study examined geographic variation in Medicare fee-for-service health care expenditures before and after the passage of the Affordable Care Act. The study included all fee-for-service Medicare enrollees aged 65 and older from 2007 to 2018 using data from the Medicare Geographic Variation Public Use File. Hospital referral regions (HRRs) were grouped in each year into deciles (10 equal groups) based on per-beneficiary total spending. Geographic variation was stable from 2007 to 2011 and declined steadily from 2012 through 2018. In specific spending categories, only home health had statistically significant reductions in geographic variation. The ratio of home health spending among HRRs in the top to bottom deciles of total Medicare spending fell from 5.14 in 2007 to 3.45 in 2018.
AHRQ-funded; HS025394.
Citation: Sood N, Yang Z, Huckfeldt P .
Geographic variation in Medicare fee-for-service health care expenditures before and after the passage of the Affordable Care Act.
JAMA Health Forum 2021 Dec;2(12):e214122. doi: 10.1001/jamahealthforum.2021.4122..
Keywords: Medicare, Policy, Healthcare Costs, Payment
Cornelio N, McInerney MP, Mellor JM
Increasing Medicaid's stagnant asset test for people eligible for Medicare and Medicaid will help vulnerable seniors.
Researchers examined states' income and asset tests for full-benefit Medicaid during the period 2006-18 and examined how alternative asset tests would affect eligibility for community-dwelling Medicare beneficiaries ages sixty-five and older. They found that increasing asset limits would lessen restrictions on Medicaid eligibility that arise from stagnant asset tests, broadening eligibility for certain low-income Medicare beneficiaries and allowing them to retain higher, yet still modest, savings.
AHRQ-funded; HS025422; HS026727; HS027698.
Citation: Cornelio N, McInerney MP, Mellor JM .
Increasing Medicaid's stagnant asset test for people eligible for Medicare and Medicaid will help vulnerable seniors.
Health Affairs 2021 Dec;40(12):1943-52. doi: 10.1377/hlthaff.2021.00841..
Keywords: Elderly, Medicaid, Medicare, Low-Income, Vulnerable Populations
Liao JM, Chatterjee P, Wang E
The effect of hospital safety net status on the association between bundled payment participation and changes in medical episode outcomes.
This study evaluated whether hospital safety net status affected the association between bundled payment participation and medical outcomes. The hospitals included were participants in Medicare’s Bundled Payments for Care Improvement (BCPI) program from 2011-2016. Data from Medicare fee-for-service beneficiaries hospitalized for acute myocardial infarction, pneumonia, congestive heart failure, and chronic obstructive pulmonary disease were used. Among BCPI hospitals, safety net status was not associated with differential postdischarge spending or quality. However, BPCI safety net hospitals had differentially greater discharge due to institutional post-acute care and lower discharge home with home health than BPCI non-safety net hospitals.
AHRQ-funded; HS027595.
Citation: Liao JM, Chatterjee P, Wang E .
The effect of hospital safety net status on the association between bundled payment participation and changes in medical episode outcomes.
J Hosp Med 2021 Dec;16(12):716-23. doi: 10.12788/jhm.3722..
Keywords: Medicare, Payment, Hospitals
Neprash HT, Zink A, Sheridan B
The effect of Medicaid expansion on Medicaid participation, payer mix, and labor supply in primary care.
AHRQ-funded; HS024455.
Citation: Neprash HT, Zink A, Sheridan B .
The effect of Medicaid expansion on Medicaid participation, payer mix, and labor supply in primary care.
J Health Econ 2021 Dec;80:102541. doi: 10.1016/j.jhealeco.2021.102541..
Keywords: Medicare, Healthcare Utilization, Primary Care, Workforce, Health Insurance
Markovitz AA, Ayanian JZ, Sukul ED
The Medicare Advantage Quality Bonus Program has not improved plan quality.
The authors analyzed insurance claims from the period 2009-2018 from the nation's largest Medicare Advantage (MA) claims database. They evaluated changes in performance on nine claims-based measures of quality before and after the start of the bonus program and with adjustment for differential pre-period trends. They found that program participation was associated with significant quality improvements among MA beneficiaries on four measures, significant declines on four other measures, and no significant change in overall quality performance, suggesting that the quality bonus program did not produce the intended improvement in overall quality performance of MA plans.
AHRQ-funded; HS000053.
Citation: Markovitz AA, Ayanian JZ, Sukul ED .
The Medicare Advantage Quality Bonus Program has not improved plan quality.
Health Aff 2021 Dec;40(12):1918-25. doi: 10.1377/hlthaff.2021.00606..
Keywords: Medicare, Health Insurance
Meyers DJ, Rahman M, Wilson IB
The relationship between Medicare Advantage Star Ratings and enrollee experience.
Medicare Advantage plans, private managed care plans that enrolled 34% of Medicare beneficiaries in 2019, received $6 billion in annual bonus payments on the basis of their performance on a 5-star rating system. Little is known, however, as to the extent these ratings adequately capture enrollee experience. The objective of this study was to measure the effect of exposure to higher rated Medicare Advantage contracts on enrollee experience.
AHRQ-funded; HS027051.
Citation: Meyers DJ, Rahman M, Wilson IB .
The relationship between Medicare Advantage Star Ratings and enrollee experience.
J Gen Intern Med 2021 Dec;36(12):3704-10. doi: 10.1007/s11606-021-06764-y..
Keywords: Medicare, Patient Experience
Duvalyan A, Pandey A, Vaduganathan M
Trends in anticoagulation prescription spending among Medicare Part D and Medicaid beneficiaries between 2014 and 2019.
Researchers examined contemporary direct oral anticoagulant (DOAC) spending patterns within Medicare Part D and Medicaid between 2014 and 2019. They found that, although overall DOAC spending is increasing, DOAC use may be associated with lower downstream medical expenditures compared with warfarin stemming from decreased risk of major bleeding and stroke and reduced drug monitoring.
AHRQ-funded; HS022418.
Citation: Duvalyan A, Pandey A, Vaduganathan M .
Trends in anticoagulation prescription spending among Medicare Part D and Medicaid beneficiaries between 2014 and 2019.
J Am Heart Assoc 2021 Dec 21;10(24):e022644. doi: 10.1161/jaha.121.022644..
Keywords: Blood Thinners, Medication, Medicare, Medicaid, Healthcare Costs
McInerney M, Mellor JM, Sabik LM. M, Mellor JM, Sabik LM
Welcome mats and on-ramps for older adults: the impact of the Affordable Care Act's Medicaid Expansions on Dual Enrollment in Medicare and Medicaid.
The authors examined whether Medicaid participation by low-income adults age 65 and up increased as a result of Medicaid expansions to working-age adults under the Affordable Care Act (ACA). Using American Community Survey data and state variation in ACA Medicaid expansions, they found that Medicaid expansions to working-age adults increased Medicaid participation among low-income older adults by 4.4 percent. They also found evidence of an “on-ramp” effect, which is an important mechanism behind welcome mat effects among some older adults.
AHRQ-funded; HS025422.
Citation: McInerney M, Mellor JM, Sabik LM. M, Mellor JM, Sabik LM .
Welcome mats and on-ramps for older adults: the impact of the Affordable Care Act's Medicaid Expansions on Dual Enrollment in Medicare and Medicaid.
J Policy Anal Manage 2021 Win;40(1):12-41. doi: 10.1002/pam.22259..
Keywords: Elderly, Medicaid, Medicare, Low-Income, Health Insurance, Policy
Chhabra KR, Sheetz KH, Regenbogen SE
Wide variation in surgical spending within hospital systems: a missed opportunity for bundled payment success.
Researchers sought to measure the extent of variation in episode spending around total hip replacement for fee-for-service Medicare patients within and across hospital systems identified in the American Hospital Association Annual Survey. They found that average episode payments varied nearly as much within hospital systems as they did between the lowest- and highest-cost quintiles of systems, with variation driven by post-acute care utilization.
AHRQ-funded; HS000053.
Citation: Chhabra KR, Sheetz KH, Regenbogen SE .
Wide variation in surgical spending within hospital systems: a missed opportunity for bundled payment success.
Ann Surg 2021 Dec 1;274(6):e1078-e84. doi: 10.1097/sla.0000000000003741..
Keywords: Surgery, Health Systems, Medicare, Healthcare Costs, Hospitals
Herb J, Staley BS, Roberson M
Use and disparities in parathyroidectomy for symptomatic primary hyperparathyroidism in the Medicare population.
The investigators’ objective was to determine national usage and disparities in parathyroidectomy for symptomatic primary hyperparathyroidism among insured older adults. Data was obtained using Medicare claims. They found that parathyroidectomy was underused and recommended that quality improvement efforts, rooted in equitable care, be undertaken to increase access to parathyroidectomy for this disease.
AHRQ-funded; HS000032.
Citation: Herb J, Staley BS, Roberson M .
Use and disparities in parathyroidectomy for symptomatic primary hyperparathyroidism in the Medicare population.
Surgery 2021 Nov;170(5):1376-82. doi: 10.1016/j.surg.2021.05.026..
Keywords: Elderly, Disparities, Medicare, Surgery, Racial and Ethnic Minorities
Grafova IB, Jarrín OF
Beyond Black and White: mapping misclassification of Medicare beneficiaries race and ethnicity.
This study examined state-level variation in racial/ethnic misclassification of race and ethnicity in the Centers for Medicare and Medicaid Services administrative database using the enrollment database (EDB) beneficiary race code and the Research Triangle Institute (RTI) race code. The cohort included 4,231,370 Medicare beneficiaries who utilized home health care services in 2015. The authors found substantial variation between states in misclassification of self-identified Hispanic, Asian American/Pacific Islander, and American Indian/Alaska Native beneficiaries.
AHRQ-funded; HS022406.
Citation: Grafova IB, Jarrín OF .
Beyond Black and White: mapping misclassification of Medicare beneficiaries race and ethnicity.
Med Care Res Rev 2021 Oct;78(5):616-26. doi: 10.1177/1077558720935733..
Keywords: Medicare, Racial and Ethnic Minorities, Disparities
Arntson E, Dimick JB, Nuliyalu U
Changes in hospital-acquired conditions and mortality associated with the hospital-acquired condition reduction program.
This study evaluated changes in Hospital-Acquired Conditions (HACs) and 30-day mortality after the announcement of the Centers for Medicare and Medicare Services’ Hospital-Acquired Condition Reduction Program (HACRP) in August 2013. The authors evaluated models to test for changes in HACs and 30-day mortality before and after the Affordable Care Act (ACA), and after the HACRP. Fee-for-service Medicare claims from 2009 to 2015 were used. The HAC rate declined after the ACA was passed and declined further after the HACRP announcement. However, 30-day mortality rates were unchanged.
AHRQ-funded; HS026244.
Citation: Arntson E, Dimick JB, Nuliyalu U .
Changes in hospital-acquired conditions and mortality associated with the hospital-acquired condition reduction program.
Ann Surg 2021 Oct 1;274(4):e301-e07. doi: 10.1097/sla.0000000000003641..
Keywords: Healthcare-Associated Infections (HAIs), Hospitals, Mortality, Medicare, Payment, Prevention, Patient Safety
Roberts ET, Song Z, Ding L
Changes in patient experiences and assessment of gaming among large clinician practices in precursors of the merit-based incentive payment system.
Medicare's Merit-Based Incentive Payment System (MIPS), a public reporting and pay-for-performance program, adjusts clinician payments based on publicly reported measures that are chosen primarily by clinicians or their practices. Within precursor programs of the MIPS, this study examined 1) practices' selection of Consumer Assessment of Healthcare Providers and Systems (CAHPS) patient experience measures for quality scoring under pay-for-performance and 2) the association between mandated public reporting on CAHPS measures and performance on those measures.
AHRQ-funded; HS026727.
Citation: Roberts ET, Song Z, Ding L .
Changes in patient experiences and assessment of gaming among large clinician practices in precursors of the merit-based incentive payment system.
JAMA Health Forum 2021 Oct;2(10). doi: 10.1001/jamahealthforum.2021.3105..
Keywords: Consumer Assessment of Healthcare Providers and Systems (CAHPS), Patient Experience, Medicare, Provider Performance, Payment, Quality Improvement, Quality of Care
Keeney T, Joyce NR, Meyers DJ
Persistence of high-need status over time among fee-for-service Medicare beneficiaries.
This study looked outcomes of fee-for-service (FFS) Medicare beneficiaries identified as high-need (HN). The authors used national-level claims data to classify FFS beneficiaries as HN annually among continuously enrolled beneficiaries between 2013 and 2015. They categorized longitudinal patterns in HN status into being never, newly, transiently, and persistently HN and examined differences in patients’ demographic characteristics and outcomes. Beneficiaries were found to break up into 4% persistently HN, 13% transiently HN, and 6% newly HN. Beneficiaries classified as persistently HN had higher mortality, utilization and expenditures, but classification as HN at any time was associated with poor outcomes.
AHRQ-funded; HS000011.
Citation: Keeney T, Joyce NR, Meyers DJ .
Persistence of high-need status over time among fee-for-service Medicare beneficiaries.
Med Care Res Rev 2021 Oct;78(5):591-97. doi: 10.1177/1077558719901219..
Keywords: Medicare, Healthcare Utilization
Smulowitz PB, O'Malley AJ, McWilliams JM
Variation in rates of hospital admission from the emergency department among Medicare patients at the regional, hospital, and physician levels.
Rates of admission from the emergency department (ED) vary widely across regions of the country, hospitals within regions, and physicians within hospitals. The study objective was to determine the extent to which variation in admission decisions was described by differences in admission rates at these 3 levels. The investigators concluded that within-area variation, both across hospitals within a region and across physicians within a hospital, was a more substantial component of observed variation in admission rates from the ED than regional level variation.
AHRQ-funded; HS025408.
Citation: Smulowitz PB, O'Malley AJ, McWilliams JM .
Variation in rates of hospital admission from the emergency department among Medicare patients at the regional, hospital, and physician levels.
Ann Emerg Med 2021 Oct;78(4):474-83. doi: 10.1016/j.annemergmed.2021.03.020..
Keywords: Medicare, Hospitalization, Emergency Department, Practice Patterns
Luo Z, Gritz M, Connelly L
A survey of primary care practices on their use of the intensive behavioral therapy for obese Medicare patients.
The objective of this study was to fill the gap in knowledge on systematic differences between primary care practices (PCP) that do or do not provide intensive behavioral therapy (IBT) for obese Medicare patients. The investigators concluded that although the Centers for Medicare and Medicaid Services established payment codes for PCPs to deliver IBT for obesity in 2011, very few providers submitted fee-for-service claims for these services after almost 10 years.
AHRQ-funded; HS024843.
Citation: Luo Z, Gritz M, Connelly L .
A survey of primary care practices on their use of the intensive behavioral therapy for obese Medicare patients.
J Gen Intern Med 2021 Sep;36(9):2700-08. doi: 10.1007/s11606-021-06596-w..
Keywords: Primary Care, Obesity, Behavioral Health, Medicare, Elderly
Hua CL, Thomas KS, Bunker J
Changes in the agreement between the Minimum Data Set and hospital Medicare claims measures of dementia.
The objective of this study was to examine the agreement between a clinical Minimum Data Set measure of dementia and a diagnosis of dementia documented on a hospital claim across three points in time. A second objective was to examine the extent to which the agreement varied by age, sex, and race/ethnicity. Findings showed that hospital claims for patients aged 66–75 were less likely to be accurate than those for other age groups and suggests that physicians do not always look for signs of dementia in younger adults. Additionally, Asian patients were less likely to have a diagnosis of dementia documented during hospitalization, which could be related to language barriers between patients and clinicians.
AHRQ-funded; HS000011.
Citation: Hua CL, Thomas KS, Bunker J .
Changes in the agreement between the Minimum Data Set and hospital Medicare claims measures of dementia.
J Am Geriatr Soc 2021 Sep;69(9):2672-75. doi: 10.1111/jgs.17201..
Keywords: Elderly, Dementia, Neurological Disorders, Diagnostic Safety and Quality, Medicare