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Shelton BA, Sen B, Becker DJ, MacLennan PA, Budhwani H, Locke JE. Quantifying the association of individual-level characteristics with disparities in kidney transplant waitlist addition among people with HIV. AIDS 2024; 38:731-737. [PMID: 38100633 PMCID: PMC10939916 DOI: 10.1097/qad.0000000000003817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 12/04/2023] [Accepted: 12/07/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Over 45% of people with HIV (PWH) in the United States at least 50 years old and are at heightened risk of aging-related comorbidities including end-stage kidney disease (ESKD), for which kidney transplant is the optimal treatment. Among ESKD patients, PWH have lower likelihood of waitlisting, a requisite step in the transplant process, than individuals without HIV. It is unknown what proportion of the inequity by HIV status can be explained by demographics, medical characteristics, substance use history, and geography. METHODS The United States Renal Data System, a national database of all individuals ESKD, was used to create a cohort of people with and without HIV through Medicare claims linkage (2007-2017). The primary outcome was waitlisting. Inverse odds ratio weighting was conducted to assess what proportion of the disparity by HIV status could be explained by individual characteristics. RESULTS Six thousand two hundred and fifty PWH were significantly younger at ESKD diagnosis and more commonly Black with fewer comorbidities. PWH were more frequently characterized as using tobacco, alcohol and drugs. Positive HIV-status was associated with 57% lower likelihood of waitlisting [adjusted hazard ratio (aHR): 0.43, 95% confidence interval (CI): 0.46-0.48, P < 0.001]. Controlling for demographics, medical characteristics, substance use and geography explained 39.8% of this observed disparity (aHR: 0.69, 95% CI: 0.59-0.79, P < 0.001). CONCLUSION PWH were significantly less likely to be waitlisted, and 60.2% of that disparity remained unexplained. HIV characteristics such as CD4 + counts, viral loads, antiretroviral therapy adherence, as well as patient preferences and provider decision-making warrant further study.
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Shelton BA, Becker DJ, MacLennan PA, Sen B, Budhwani H, Locke JE. Racial Disparities in Access to the Kidney Transplant Waitlist Among People with Human Immunodeficiency Virus. AIDS Patient Care STDS 2023; 37:394-402. [PMID: 37566535 PMCID: PMC10457613 DOI: 10.1089/apc.2023.0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/13/2023] Open
Abstract
The epidemiology of human immunodeficiency virus (HIV) has shifted such that Black individuals disproportionately represent incident HIV diagnoses. While risk of end-stage kidney disease (ESKD) among people with HIV (PWH) has declined with effective antiretroviral therapies, a substantial racial disparity in ESKD burden exists with the greatest prevalence among Black PWH. Disparities in waitlisting for kidney transplantation, the optimal treatment for ESKD, exist for both PWH and Black individuals without HIV, but it is unknown whether these characteristics together exacerbate such disparities. Six hundred two thousand six ESKD patients were identified from the United States Renal Data System (January 1, 2007 to December 31, 2017), and HIV-status was determined through Medicare claims. Cox proportional hazards regression was used to determine waitlisting rates. Multiplicative interaction terms between HIV-status and race were examined. The 6250 PWH were significantly younger, more commonly Black, and less commonly female than those without HIV. HIV-status and race were independently associated with 50% and 12% lower likelihood of waitlisting, respectively [adjusted hazard ratio (aHR): 0.50, 95% confidence interval (CI): 0.36-0.69, p < 0.001; aHR: 0.88, 95% CI: 0.87-0.90, p < 0.001]. There was also a significant interaction present between HIV-status and Black race (aHR: 0.80, 95% CI: 0.66-0.98, p < 0.001) such that, while HIV-status and Black race were independently associated with decreased waitlisting, the interaction of Black race and HIV-status exacerbated those disparities. While limited by lack of HIV-specific data that may impact inferences with respect to race, additional studies are urgently needed to understand the interplay between HIV risk factors, HIV-stigma, and racism, and how intersectionality may exacerbate disparities in transplantation among PWH.
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Shelton BA, MacLennan PA, Becker DJ, Sen B, Budhwani H, Locke JE. Access to the Kidney Transplant Waitlist for People With HIV. Transplantation 2023; 107:e156-e157. [PMID: 37097982 PMCID: PMC10125120 DOI: 10.1097/tp.0000000000004549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
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Liu Y, Sharma P, Becker DJ, Brisendine A, McDougal J, Morrisey MA, Blackburn J, Menachemi N, Sanders T, Sen B. Social determinants of health and emergency department utilization in Alabama Children's Health Insurance Program. THE AMERICAN JOURNAL OF MANAGED CARE 2023; 29:159-164. [PMID: 36947017 DOI: 10.37765/ajmc.2023.89330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
Abstract
OBJECTIVES Injuries are the leading cause of death among children and youth in the United States, representing a major concern to society and to the public and private health plans covering pediatric patients. Data from ALL Kids, Alabama's Children's Health Insurance Program, were used to evaluate the relationship between community-level social determinants of health (SDOH) and pediatric emergency department (ED) use and differences in these associations by age and race. STUDY DESIGN This was a retrospective, pooled cross-sectional analysis. METHODS We used ALL Kids data to identify ED visits (injury and all-cause) among children who were enrolled at any time from 2015 to 2017. Exploratory factor analysis was used to categorize SDOH from 18 selected Census tract-level variables. Multilevel Poisson regression models were used to evaluate the effects of community and individual factors and their interactions. RESULTS Census tract-level SDOH were grouped as low socioeconomic status (SES), urbanicity, and immigrant-density factors. Low SES and urbanicity factors were associated with ED visits (injury and all-cause). The low SES and urbanicity factors also moderated the association between race and ED visits (injury and all-cause). CONCLUSIONS The environment in which children live influences their ED use; however, the impact varies by age, race, and Census tract factors. Further studies should focus on specific community factors to better understand the relationship among SDOH, individual characteristics, and ED utilization.
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Schmitt JA, Ashraf AP, Becker DJ, Sen B. Changes in Type 2 Diabetes Trends in Children and Adolescents During the COVID-19 Pandemic. J Clin Endocrinol Metab 2022; 107:e2777-e2782. [PMID: 35377436 PMCID: PMC8992346 DOI: 10.1210/clinem/dgac209] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Indexed: 11/19/2022]
Abstract
CONTEXT There is concern that the growing incidence of pediatric type 2 diabetes (T2D) may have been further exacerbated by the COVID-19 pandemic. OBJECTIVE To examine whether trends in new-onset pediatric T2D-inclusive of patients requiring hospitalization and patients managed as outpatients-were impacted during the COVID-19 pandemic, and to compare patient characteristics prior to and during COVID-19. METHODS A retrospective single-center medical record review was conducted in a hospital which cares for 90% of Alabama's pediatric T2D patients. Patients with new-onset T2D referred from March 2017 to March 2021 were included. Counts of patients presenting per month ("monthly rates") were computed. Linear regression models were estimated for the full sample and stratified by Medicaid and non-Medicaid insurance status. Patient characteristics prior to vs during COVID-19 were compared. RESULTS A total of 642 patients presented with new-onset T2D over this period. Monthly rates were 11.1 ± 3.8 prior to COVID-19 and 19.3 ± 7.8 during COVID-19 (P = .004). Monthly rates for Medicaid patients differed prior to and during COVID-19 (7.9 ± 3.4 vs 15.3 ± 6.6, P = .003) but not for non-Medicaid patients (3.3 ± 1.7 vs 4.0 ± 2.4, P = .33). Regression results showed significant increases in monthly rates during COVID-19 for the full sample (β= 5.93, P < .05) and for Medicaid enrollees (β= 5.42, P < .05) Hospitalization rate, severity of obesity, and hemoglobin A1c remained similar prior to and during COVID-19, though the proportion of male patients increased from 36.8% to 46.1% (P = .021). CONCLUSIONS A rise in new-onset T2D was observed among Alabama's youth during the COVID-19 pandemic, a burden that disproportionately affected Medicaid enrollees and males. Future research should explore the pathways through which the pandemic impacted pediatric T2D.
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Blackburn J, Sharma P, Liu Y, Morrisey MA, Menachemi N, Sen B, Sanders T, Becker DJ. Characteristics and outcomes associated with two asthma quality of care measures. J Asthma 2021; 59:2283-2291. [PMID: 34669533 DOI: 10.1080/02770903.2021.1996602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE We investigated asthma quality measures to understand patient characteristics associated with non-attainment of quality care and measure the association with asthma-related emergency department (ED) visits or inpatient hospitalizations (IPs). METHODS Using administrative data from ALL Kids, Alabama's Children's Health Insurance Program, from 2013 to 2019 we calculated non-attainment of the Medication Management for Asthma (MMA) and Asthma Medication Ratio (AMR) quality measures. Patient characteristics and asthma-related ED visits and IPs associated with non-attainment of the MMA and AMR measures were assessed using logit regression models and Marginal effects at the mean. RESULTS Among 2528 children with asthma, 53.2% failed to attain the MMA measure and 8.5% the AMR measure. Prior asthma-related ED visits or IP stays increased likelihood of non-attainment by 14.8 percentage points (95% CI 8.6-20.9) for MMA and 7.3 percentage points (95% CI 2.8-11.8) for AMR. Among 868 children (34.3%) with three years of continuous enrollment, AMR non-attainment was associated with a 6.1 percentage point increase in ED or IP utilization (95% CI 1.3-10.9), however MMA non-attainment was not associated with either outcome. Prior ED visit/IP stay was associated with a 17.2 percentage point (95% CI 8.3-26.1) increase in the likelihood of a subsequent ED visit/IP stay among those with non-attainment MMA and a 15.5 percentage point increase (95% CI 6.9-24.2) for non-attainment AMR. CONCLUSIONS Patient characteristics associated with non-attainment of asthma quality measures presents actionable evidence to guide improvement efforts as non-attainment AMR increases the risk of subsequent ED visits and IP stays.
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Miller RG, Yu L, Becker DJ, Orchard TJ, Costacou T. Older age of childhood type 1 diabetes onset is associated with islet autoantibody positivity >30 years later: the Pittsburgh Epidemiology of Diabetes Complications Study. Diabet Med 2020; 37:1386-1394. [PMID: 32011014 PMCID: PMC7369217 DOI: 10.1111/dme.14261] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/29/2020] [Indexed: 01/12/2023]
Abstract
AIMS To examine the association between islet autoantibody positivity and clinical characteristics, residual β-cell function (C-peptide) and prevalence of complications in a childhood-onset (age <17 years), long-duration (≥32 years) type 1 diabetes cohort. METHODS Islet autoantibodies (glutamic acid decarboxylase, insulinoma-associated protein 2 and zinc transporter-8 antibodies) were measured in the serum of participants who attended the 2011-2013 Pittsburgh Epidemiology of Diabetes Complications study follow-up examination (n=177, mean age 51 years, diabetes duration 43 years). RESULTS Prevalences of islet autoantibodies were: glutamic acid decarboxylase, 32%; insulinoma-associated protein 2, 22%; and zinc transporter-8, 4%. Positivity for each islet autoantibody was associated with older age at diabetes onset (glutamic acid decarboxylase antibodies, P=0.03; insulinoma-associated protein 2 antibodies, P=0.001; zinc transporter-8 antibodies, P<0.0001). Older age at onset was also associated with an increasing number of autoantibodies (P = 0.001). Glutamic acid decarboxylase antibody positivity was also associated with lower HbA1c (P = 0.02), insulinoma-associated protein 2 antibody positivity was associated with lower prevalence of severe hypoglycaemic episodes (P=0.02) and both distal and autonomic neuropathy (P=0.04 for both), and zinc transporter-8 antibody positivity was associated with higher total and LDL cholesterol (P=0.01). No association between autoantibody positivity and C-peptide was observed. CONCLUSIONS The strong association between islet autoantibody positivity and older age at type 1 diabetes onset supports the hypothesis of a less aggressive, and thus more persistent, immune process in those with older age at onset. This observation suggests that there may be long-term persistence of heterogeneity in the underlying autoimmune process.
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Aswani MS, Kilgore ML, Becker DJ, Redden DT, Sen B, Blackburn J. Differential Impact of Hospital and Community Factors on Medicare Readmission Penalties. Health Serv Res 2018; 53:4416-4436. [PMID: 30151882 DOI: 10.1111/1475-6773.13030] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE To identify hospital/county characteristics and sources of regional heterogeneity associated with readmission penalties. DATA SOURCES/STUDY SETTING Acute care hospitals under the Hospital Readmissions Reduction Program from fiscal years 2013 to 2018 were linked to data from the Annual Hospital Association, Centers for Medicare and Medicaid Services, Medicare claims, Hospital Compare, Nursing Home Compare, Area Resource File, Health Inequity Project, and Long-term Care Focus. The final sample contained 3,156 hospitals in 1,504 counties. DATA COLLECTION/EXTRACTION METHODS Data sources were combined using Medicare hospital identifiers or Federal Information Processing Standard codes. STUDY DESIGN A two-level hierarchical model with correlated random effects, also known as the Mundlak correction, was employed with hospitals nested within counties. PRINCIPAL FINDINGS Over a third of the variation in readmission penalties was attributed to the county level. Patient sociodemographics and the surrounding access to and quality of care were significantly associated with penalties. Hospital measures of Medicare volume, percentage dual-eligible and Black patients, and patient experience were correlated with unobserved area-level factors that also impact penalties. CONCLUSIONS As the readmission risk adjustment does not include any community-level characteristics or geographic controls, the resulting endogeneity bias has the potential to disparately penalize certain hospitals.
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Aaron KJ, Colantonio LD, Deng L, Judd SE, Locher JL, Safford MM, Cushman M, Kilgore ML, Becker DJ, Muntner P. Cardiovascular Health and Healthcare Utilization and Expenditures Among Medicare Beneficiaries: The REasons for Geographic And Racial Differences in Stroke (REGARDS) Study. J Am Heart Assoc 2017; 6:JAHA.116.005106. [PMID: 28151403 PMCID: PMC5523785 DOI: 10.1161/jaha.116.005106] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Background Better cardiovascular health is associated with lower cardiovascular disease risk. Methods and Results We determined the association between cardiovascular health and healthcare utilization and expenditures in the REasons for Geographic And Racial Differences in Stroke (REGARDS) study. We included 6262 participants ≥65 years with Medicare fee‐for‐service coverage for the year after their baseline study visit in 2003‐2007. Cardiovascular health at baseline was assessed using the American Heart Association's Life's Simple 7 (LS7) metric, which includes 7 factors: cigarette smoking, physical activity, diet, body mass index, blood pressure, cholesterol, and glucose. Healthcare utilization and expenditures were ascertained using Medicare claims in the year following baseline. Overall, 17.2%, 31.1%, 29.0%, 16.4% and 6.4% of participants had 0 to 1, 2, 3, 4, and 5 to 7 ideal LS7 factors, respectively. The multivariable‐adjusted relative risk (95% confidence interval [CI]) for having any inpatient and outpatient encounters comparing participants with 5 to 7 versus 0 to 1 ideal LS7 factors were 0.55 (0.39, 0.76) and 1.00 (0.98, 1.02), respectively. Among participants with 0 to 1 and 5 to 7 ideal LS7 factors, mean inpatient expenditures were $3995 and $1250, respectively, mean outpatient expenditures were $5166 and $2853, respectively, and mean total expenditures were $9147 and $4111, respectively. After multivariable adjustment, the mean (95% CI) cost difference comparing participants with 5 to 7 versus 0 to 1 ideal LS7 factors was −$2551 (−$3667, −$1435) for inpatient, −$2410 (−$3089, −$1731) for outpatient, and −$5016 (−$6577, −$3454) for total expenditures. Conclusions Better cardiovascular health is associated with lower risk for inpatient encounters and lower inpatient and outpatient healthcare expenditures.
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Blackburn J, Becker DJ, Morrisey MA, Kilgore ML, Sen B, Caldwell C, Menachemi N. An assessment of the CHIP/Medicaid quality measure for ADHD. THE AMERICAN JOURNAL OF MANAGED CARE 2017; 23:e1-e9. [PMID: 28141934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
OBJECTIVES We analyzed a standard children's quality measure for attention-deficit/hyperactivity disorder (ADHD) using data from a single state to understand the characteristics of those meeting the measure, potential barriers to meeting the measure, and how meeting the measure affected outcomes. STUDY DESIGN Retrospective study using claims from Alabama's Children's Health Insurance Program from 1999 to 2012. METHODS We calculated the quality measure for ADHD care, as specified within CMS' Child Core Set and with an expanded denominator. We described the eligible population meeting the measure, assessed potential barriers, and measured the association with health expenditures using logit regressions and log-Poisson models. RESULTS Among those receiving ADHD medication, 11% of enrollees were eligible for annual measure calculation during our study period. Calculated as specified by CMS, 38% of enrollees met the measure. Using an expanded denominator of 7615 eligible medication episodes, 14% met all aspects of the measure. Primary reasons for failing to meet the measure were lacking medication coverage (64%) and lacking a follow-up visit within 30 days (62%). The rate of meeting the measure decreased with age and was lower for black enrollees. Health service utilization and costs were greater among children meeting the measure. CONCLUSIONS Too few children are eligible for inclusion, and systematic differences exist among those who meet the measure. The measure may be sensitive to arbitrary criteria while missing potentially relevant clinical care. Refinements to the measure should be considered to improve generalizability to all children with ADHD and improve clinical relevance. States must consider additional analyses to direct quality improvement.
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Sen B, Blackburn J, Aswani MS, Morrisey MA, Becker DJ, Kilgore ML, Caldwell C, Sellers C, Menachemi N. Health Expenditure Concentration and Characteristics of High-Cost Enrollees in CHIP. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2016; 53:53/0/0046958016645000. [PMID: 27166411 PMCID: PMC5798702 DOI: 10.1177/0046958016645000] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Indexed: 12/02/2022]
Abstract
Devising effective cost-containment strategies in public insurance programs requires understanding the distribution of health care spending and characteristics of high-cost enrollees. The aim was to characterize high-cost enrollees in a state’s public insurance program and determine whether expenditure inequality changes over time, or with changes in cost-sharing policies or program eligibility. We use 1999-2011 claims and enrollment data from the Alabama Children’s Health Insurance Program, ALL Kids. All children enrolled in ALL Kids were included in our study, including multiple years of enrollment (N = 1,031,600 enrollee-months). We examine the distribution of costs over time, whether this distribution changes after increases in cost sharing and expanded eligibility, patient characteristics that predict high-cost status, and examine health services used by high-cost children to identify what is preventable. The top 10% (1%) of enrollees account for about 65.5% (24.7%) of total program costs. Inpatient and outpatient costs are the largest components of costs incurred by high-cost utilizers. Non-urgent emergency department costs are a relatively small portion. Average expenditure increases over time, particularly after expanded eligibility, and the share of costs incurred by the top 10% and 1% increases slightly. Multivariable logistic regression results indicate that infants and older teens, Caucasian children, and those with chronic conditions are more likely to be high-cost utilizers. Increased cost sharing does not reduce cost concentration or average expenditure among high-cost utilizers. These findings suggest that identifying and targeting potentially preventable costs among high-cost utilizers are called for to help reduce costs in public insurance programs.
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Morrisey MA, Blackburn J, Becker DJ, Sen B, Kilgore ML, Caldwell C, Menachemi N. The Great Recession of 2007-2009 and Public Insurance Coverage for Children in Alabama: Enrollment and Claims Data from 1999-2011. Public Health Rep 2016; 131:348-56. [PMID: 26957670 DOI: 10.1177/003335491613100219] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVES This study examined the impact of the Great Recession of 2007-2009 on public health insurance enrollment and expenditures in Alabama. Our analysis was designed to provide a framework for other states to conduct similar analyses to better understand the relationship between macroeconomic conditions and public health insurance costs. METHODS We analyzed enrollment and claims data from Medicaid and the Children's Health Insurance Program (CHIP) in Alabama from 1999 through 2011. We examined the relationship between county-level unemployment rates and enrollment in Medicaid and CHIP, as well as total county-level expenditures in the two programs. We used linear regressions with county fixed effects to estimate the impact of unemployment changes on enrollment and expenditures after controlling for population and programmatic changes in eligibility and cost sharing. RESULTS A one-percentage-point increase in a county's unemployment rate was associated with a 4.3% increase in Medicaid enrollment, a 0.9% increase in CHIP enrollment, and an overall increase in public health insurance enrollment of 3.7%. Each percentage-point increase in unemployment was associated with a 6.2% increase in total public health insurance expenditures on children, with Medicaid spending rising by 7.5% and CHIP spending rising by 1.8%. In response to the 6.4 percentage-point increase in the state's unemployment rate during the Great Recession, combined enrollment of children in Alabama's public health insurance programs increased by 24% and total expenditures rose by 40%. CONCLUSION Recessions have a substantial impact on the number of children enrolled in CHIP and Medicaid, and a disproportionate impact on program spending. Programs should be aware of the likely magnitudes of the effects in their budget planning.
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Blackburn J, Locher JL, Morrisey MA, Becker DJ, Kilgore ML. The effects of state-level expenditures for home- and community-based services on the risk of becoming a long-stay nursing home resident after hip fracture. Osteoporos Int 2016; 27:953-961. [PMID: 26400010 DOI: 10.1007/s00198-015-3327-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 09/15/2015] [Indexed: 10/23/2022]
Abstract
SUMMARY This study measures the effect of spending policies for long-term care services on the risk of becoming a long-stay nursing home resident after a hip fracture. Relative spending on community-based services may reduce the risk of long-term nursing home residence. Policies favoring alternative sources of care may provide opportunities for older adults to remain community-bound. INTRODUCTION This study aims to understand how long-term care policies affect outcomes by investigating the effect of state-level spending for home- and community-based services (HCBSs) on the likelihood of an individual's nursing home placement following hip fracture. METHODS This study uses data from the 5% sample of Medicare beneficiaries from 2005 to 2010 to identify incident hip fractures among dual-eligibility, community-dwelling adults aged at least 65 years. A multilevel generalized estimating equation (GEE) model estimated the association between an individual's risk of nursing home residence within 1 year and the percent of states' Medicaid long-term support service (LTSS) budget allocated to HCBS. Other covariates included expenditures for Title III services and individual demographic and health status characteristics. RESULTS States vary considerably in HCBS spending, ranging from 17.7 to 83.8% of the Medicaid LTSS budget in 2009. Hip fractures were observed from claims among 7778 beneficiaries; 34% were admitted to a nursing home and 25% died within 1 year. HCBS spending was associated with a decreased risk of nursing home residence by 0.17 percentage points (p 0.056). CONCLUSIONS Consistent with other studies, our findings suggest that state policies favoring an emphasis on HCBS may reduce nursing home residence among low-income older adults with hip fracture who are at high risk for institutionalization.
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Sen B, Blackburn J, Kilgore ML, Morrisey MA, Becker DJ, Caldwell C, Menachemi N. Preventive Dental Care and Long-Term Dental Outcomes among ALL Kids Enrollees. Health Serv Res 2016; 51:2242-2257. [PMID: 26927421 DOI: 10.1111/1475-6773.12469] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To investigate whether early or regular preventive dental visit (PDV) reduces restorative or emergency dental care and costs for low-income children. STUDY SETTING Enrollees during 1998-2012 in the Alabama CHIP program, ALL Kids. STUDY DESIGN Retrospective cohort study using claims data for children continuously enrolled in ALL Kids for at least 4 years. Analyses are conducted separately for children 0-4 years, 4-9 years, and >9 years. For 0-4 years, the intervention of interest is whether they have at least one PDV before age 3. For the other two age groups, interventions of interest are if they have regular PDVs during each of the first 3 years, and if they have claims for a sealant in the first 3 years. Outcomes-namely restorative and emergency dental service and costs-are measured in the fourth year. To account for selection into PDV, a high-dimensional propensity scores approach is utilized. DATA EXTRACTION Claims data were obtained from ALL Kids. PRINCIPAL FINDINGS Only sealants are associated with a reduced likelihood of using restorative and emergency services and costs. CONCLUSIONS Whether PDVs without sealants actually reduce restorative/emergency pediatric dental services is questionable. Further research into benefits of PDV is needed.
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Marshall SL, Edidin D, Arena VC, Becker DJ, Bunker CH, Gishoma C, Gishoma F, LaPorte RE, Kaberuka V, Ogle G, Sibomana L, Orchard TJ. Prevalence and incidence of clinically recognized cases of Type 1 diabetes in children and adolescents in Rwanda, Africa. Diabet Med 2015; 32:1186-92. [PMID: 25604893 DOI: 10.1111/dme.12701] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/15/2015] [Indexed: 01/21/2023]
Abstract
AIMS To determine prevalence and incidence estimates for clinically recognized cases of Type 1 diabetes from the Life For a Child Program (LFAC) with onset < 26 years in six representative districts, and the capital, of Rwanda. METHODS Cases were identified from the LFAC registry and visits to district hospitals. Denominators were calculated from district-level population surveys. Period prevalence data were collected from 1 August 2011 to 31 July 2012 and annual incidence rates were calculated, retrospectively, for 2004-2011. Ninety-five per cent confidence intervals (95% CI) were calculated using a Poisson distribution. RESULTS The prevalence of known Type 1 diabetes in seven districts in Rwanda for ages < 26 years was 16.4 [95% CI 14.6-18.4]/100 000 and for < 15 years was 4.8 [3.5-6.4]/100 000. Prevalence was higher in females (18.5 [15.8-21.4]/100 000) than males (14.1 [11.8-16.7]/100 000; P = 0.01) and rates increased with age. The annual incidence rate for those < 26 years was stable between 2007 and 2011 with a mean incidence over that time of 2.7 [2.0-3.7]/100 000 ( < 15 years = 1.2 [0.5-2.0]/100 000). Incidence rates were higher in females than males and peaked in males at ages 17 and 22 years and in females at age 18 years. CONCLUSIONS Our report of known Type 1 diabetes cases shows lower incidence and prevalence rates in Rwanda than previously reported in the USA and most African countries. Incidence of recognized cases has increased over time, but has recently stabilized. However, the likelihood of missed cases due to death before diagnosis and misdiagnosis is high and therefore more definitive studies are needed.
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Brown TM, Deng L, Becker DJ, Bittner V, Levitan EB, Rosenson RS, Safford MM, Muntner P. Trends in mortality and recurrent coronary heart disease events after an acute myocardial infarction among Medicare beneficiaries, 2001-2009. Am Heart J 2015; 170:249-55. [PMID: 26299221 DOI: 10.1016/j.ahj.2015.04.027] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Accepted: 04/25/2015] [Indexed: 11/24/2022]
Abstract
BACKGROUND Few contemporary studies examine trends in recurrent coronary heart disease (CHD) events and mortality after acute myocardial infarction (AMI) and whether these trends vary by race or sex. METHODS We used data from the national 5% random sample of Medicare fee-for-service beneficiaries for 1999 to 2010. We included beneficiaries who experienced an AMI (International Classification of Disease [ICD] 9 410.xx, except 410.x2) between January 1, 2001, and December 31, 2009. Each beneficiary's first AMI was included as their index event. Outcomes included all-cause mortality, recurrent AMI, and recurrent CHD events during the 365days after discharge for the index AMI. To examine secular trends, we pooled calendar years into 3 periods (2001-2003, 2004-2006, and 2007-2009). RESULTS Among 48,688 beneficiaries with index AMIs from 2001 to 2009, we observed decreases in the age-adjusted rates for mortality (-3.8% for each 3-year period, 95% CI -6.1% to -1.6%, P trend = .001), recurrent AMI (-15.0%, 95% CI -18.6% to -11.2%, P trend < .001), and recurrent CHD events (-11.1%, 95% CI -14.0% to -8.0%, P trend < .001) in the 365days after the index AMI. In 2007 to 2009, blacks had excess risk relative to whites for mortality and recurrent AMI (black/white incidence rate ratio of 1.38 for mortality [95% CI 1.21-1.57] and 1.38 for recurrent AMI [95% CI 1.07-1.79]). CONCLUSIONS Despite overall favorable trends in lower mortality and recurrent events after AMI, efforts are needed to reduce racial disparities.
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Morrisey MA, Blackburn J, Becker DJ, Sen B, Kilgore ML, Caldwell C, Menachemi N. Adverse Selection in the Children's Health Insurance Program. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2015; 52:0046958015593559. [PMID: 26428203 PMCID: PMC5813640 DOI: 10.1177/0046958015593559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
This study investigates whether new enrollees in the Alabama Children’s Health Insurance Program have different claims experience from renewing enrollees who do not have a lapse in coverage and from continuing enrollees. The analysis compared health services utilization in the first month of enrollment for new enrollees (who had not been in the program for at least 12 months) with utilization among continuing enrollees. A second analysis compared first-month utilization of those who renew immediately with those who waited at least 2 months to renew. A 2-part model estimated the probability of usage and then the extent of usage conditional on any utilization. Claims data for 826 866 child-years over the period from 1999 to 2012 were used. New enrollees annually constituted a stable 40% share of participants. Among those enrolled in the program, 13.5% renewed on time and 86.5% of enrollees were late to renew their enrollment. In the multivariate 2-part models, controlling for age, gender, race, income eligibility category, and year, new enrollees had overall first-month claims experience that was nearly $29 less than continuing enrollees. This was driven by lower ambulatory use. Late renewals had overall first-month claims experience that was $10 less than immediate renewals. However, controlling for the presence of chronic health conditions, there was no statistically meaningful difference in the first-month claims experience of late and early renewals. Thus, differences in claims experience between new and continuing enrollees and between early and late renewals are small, with greater spending found among continuing and early renewing participants. Higher claims experience by early renewals is attributable to having chronic health conditions.
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Becker DJ, Blackburn J, Morrisey MA, Sen B, Kilgore ML, Caldwell C, Sellers C, Menachemi N. Enrollment, expenditures, and utilization after CHIP expansion: evidence from Alabama. Acad Pediatr 2015; 15:258-66. [PMID: 25906697 DOI: 10.1016/j.acap.2015.01.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Revised: 12/22/2014] [Accepted: 01/18/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE In October 2009, Alabama expanded eligibility in its Children's Health Insurance Program (CHIP), known as ALL Kids, from 200% to 300% of the federal poverty level (FPL). We examined the expenditures, utilization, and enrollment behavior of expansion enrollees relative to traditional enrollees (100-200% FPL) and assessed the impact of expansion on total program expenditures. METHODS We compared unadjusted mean person-month-level expenditures and utilization of expansion enrollees and various categories of existing enrollees and used a 2-part modeling strategy to examine differences after controlling for enrollee characteristics. We used probit models to examine adjusted differences in reenrollment behavior by eligibility category. RESULTS Expansion enrollees had higher total monthly expenditures ($10.33, P < .05) than traditional ALL Kids enrollees, including higher outpatient ($5.35, P < .001) and dental ($0.85, P < .01) expenditures but lower emergency department (-$1.34, P < .001) expenditures. Expansion enrollees had marginally lower utilization of emergency department services for low-severity conditions and higher utilization of physician outpatient visits. Expansion enrollees were 4.47 percentage points (P < .001) more likely to reenroll before their contract expiration date than traditional ALL Kids enrollees. As of October 2012, expansion enrollees accounted for approximately 20% of ALL Kids enrollment and expenditures. CONCLUSIONS The expansion population was characterized by moderately higher health expenditures and utilization, and more persistent enrollment relative to fee group enrollees who are subject to the same levels of cost sharing and annual premiums. Although states are prohibited from changing program eligibility until 2019, the costs associated with the expansion population will be important to future policy decisions.
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Yun H, Curtis JR, Guo L, Kilgore M, Muntner P, Saag K, Matthews R, Morrisey M, Wright NC, Becker DJ, Delzell E. Patterns and predictors of osteoporosis medication discontinuation and switching among Medicare beneficiaries. BMC Musculoskelet Disord 2014; 15:112. [PMID: 24684864 PMCID: PMC4022369 DOI: 10.1186/1471-2474-15-112] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2013] [Accepted: 03/21/2014] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Low adherence to bisphosphonate therapy is associated with increased fracture risk. Factors associated with discontinuation of osteoporosis medications have not been studied in-depth. This study assessed medication discontinuation and switching patterns among Medicare beneficiaries who were new users of bisphosphonates and evaluated factors possibly associated with discontinuation. METHODS We identified patients initiating bisphosphonate treatment using a 5% random sample of Medicare beneficiaries with at least 24 months of traditional fee-for-service and part D drug coverage from 2006 through 2009. We classified medication status at the end of follow-up as: continued original bisphosphonate, discontinued without switching or restarting, restarted the same drug after a treatment gap (≥ 90 days), or switched to another anti-osteoporosis medication. We conducted logistic regression analyses to identify baseline characteristics associated with discontinuation and a case-crossover analysis to identify factors that precipitate discontinuation. RESULTS Of 21,452 new users followed respectively for 12 months, 44% continued their original therapy, 36% discontinued without switching or restarting, 8% restarted the same drug after a gap greater than 90 days, and 11% switched to another anti-osteoporosis medication. Factors assessed during the 12-month period before initiation were weakly associated with discontinuation. Several Factors measured during follow-up were associated with discontinuation, including more physician visits, hospitalization, having a dual-energy X-ray absorptiometry test, higher Charlson comorbidity index scores, higher out-of-pocket drug payments, and upper gastrointestinal problems. Patterns were similar for 4,738 new users followed for 30 months. CONCLUSIONS Among new bisphosphonates users, switching within and across drug classes and extended treatment gaps are common. Robust definitions and time-varying considerations should be considered to characterize medication discontinuation more accurately.
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Becker DJ, Arora T, Kilgore ML, Curtis JR, Delzell E, Saag KG, Yun H, Morrisey MA. Trends in the utilization and outcomes of Medicare patients hospitalized for hip fracture, 2000-2008. J Aging Health 2014; 26:360-79. [PMID: 24401322 DOI: 10.1177/0898264313516994] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVE This study examines temporal trends in hip fracture related utilization and outcomes among elderly fee-for-service Medicare beneficiaries. METHOD The study uses claims data for a 5% sample of Medicare beneficiaries with an incident hip fracture hospitalization between 2000 and 2008. We present annual mean patient characteristics, health services utilization, and outcomes and use ordinary least squares regressions to examine adjusted trends in utilization and outcomes after controlling for changes in patient characteristics. RESULTS We observe a statistically significant temporal decline in inpatient acute days and a statistically significant increase in inpatient post-acute days following hip fractures. In models that control for patient characteristics, we observe statistically significant declines in 1-year hip fracture readmission and mortality rates. Rates of nursing home residence 1-year following fracture were unchanged and remain high. DISCUSSION Hip fractures remain highly debilitating events and pose significant challenges for the financing of public health insurance programs.
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Blackburn J, Becker DJ, Sen B, Morrisey MA, Caldwell C, Menachemi N. Characteristics of low-severity emergency department use among CHIP enrollees. THE AMERICAN JOURNAL OF MANAGED CARE 2013; 19:e391-e399. [PMID: 24512087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
OBJECTIVES To describe patient characteristics among those utilizing the emergency department (ED) for low-severity conditions (ie, conditions potentially treatable or manageable in a primary care setting). STUDY DESIGN A pooled cross-sectional study of administrative claims for ED visits among enrollees in Alabama's Children's Health Insurance Program (CHIP), ALL Kids, from January 1, 1999, through December 31, 2010. METHODS Severity of visit was categorized based on primary diagnosis code using an established claims-based algorithm. Logistic regression was used to identify patient characteristics that predicted low-severity ED visits relative to high-severity visits. RESULTS Of a total of 141,709 qualifying ED visits, 97,961 (69%) were classified as low severity, 33,941 (24%) as intermediate severity, and 9807 (7%) as high severity. Based on absolute risk differences, we found that among children utilizing the ED, low-severity visits were more likely than high-severity visits among children who were noncompliant with recommended well-child care (1.2 percentage points, 95% confidence interval [CI], 0.4-1.9); children who were nonurban residents (urban vs isolated: 1.6 percentage points, 95% CI, 1.0-2.2; urban vs small rural: 1.1 percentage points, 95% CI, 0.5-1.7); children without chronic disease (10.3 percentage points, 95% CI, 9.9-10.7) and children whose ED visits were on Sunday versus weekdays (0.9 percentage point, 95% CI, 0.6-1.3), and on Saturday versus weekdays (1.2 percentage points; 95% CI, 0.8-1.6). CONCLUSIONS Our results suggest that improving access to primary care on weekends and in rural areas are potential ways to improve the efficient use of ED services.
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Brusseau ML, Carroll KC, Truex MJ, Becker DJ. Characterization and Remediation of Chlorinated Volatile Organic Contaminants in the Vadose Zone: An Overview of Issues and Approaches. VADOSE ZONE JOURNAL : VZJ 2013; 12:10.2136/vzj2012.0137. [PMID: 25383058 PMCID: PMC4222060 DOI: 10.2136/vzj2012.0137] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2012] [Indexed: 05/25/2023]
Abstract
Contamination of vadose-zone systems by chlorinated solvents is widespread, and poses significant potential risk to human health through impacts on groundwater quality and vapor intrusion. Soil vapor extraction (SVE) is the presumptive remedy for such contamination, and has been used successfully for innumerable sites. However, SVE operations typically exhibit reduced mass-removal effectiveness at some point due to the impact of poorly accessible contaminant mass and associated mass-transfer limitations. Assessment of SVE performance and closure is currently based on characterizing contaminant mass discharge associated with the vadose-zone source, and its impact on groundwater or vapor intrusion. These issues are addressed in this overview, with a focus on summarizing recent advances in our understanding of the transport, characterization, and remediation of chlorinated solvents in the vadose zone. The evolution of contaminant distribution over time and the associated impacts on remediation efficiency will be discussed, as will the potential impact of persistent sources on groundwater quality and vapor intrusion. In addition, alternative methods for site characterization and remediation will be addressed.
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Becker DJ, French B, Morris PB, Silvent E, Gordon RY. Phytosterols, red yeast rice, and lifestyle changes instead of statins: a randomized, double-blinded, placebo-controlled trial. Am Heart J 2013; 166:187-96. [PMID: 23816039 DOI: 10.1016/j.ahj.2013.03.019] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Accepted: 03/26/2013] [Indexed: 11/26/2022]
Abstract
BACKGROUND Many patients who refuse or cannot tolerate statin drugs choose alternative therapies for lipid lowering. OBJECTIVES This study aimed to determine the lipid-lowering effects of phytosterol tablets and lifestyle change (LC) on top of red yeast rice (RYR) therapy in patients with a history of statin refusal or statin-associated myalgias. DESIGN A total of 187 participants (mean low-density lipoprotein cholesterol [LDL-C], 154 mg/dL) took RYR 1800 mg twice daily and were randomized to phytosterol tablets 900 mg twice daily or placebo. Participants were also randomized to a 12-week LC program or usual care (UC). Primary end point was change in LDL-C at 12, 24, and 52 weeks. Secondary end points were effect on other lipoproteins, high-sensitivity C-reactive protein, weight, and development of myalgia. RESULTS Phytosterols did not significantly improve LDL-C at weeks 12 (P = .54), 24 (P = .67), or 52 (P = .76) compared with placebo. Compared with the UC group, the LC group had greater reductions in LDL-C at weeks 12 (-51 vs -42 mg/dL, P = .006) and 24 (-48 vs -40 mg/dL, P = .034) and was 2.3 times more likely to achieve an LDL-C <100 mg/dL (P = .004). The LC group lost more weight for 1 year (-2.3 vs -0.3 kg, P < .001). All participants took RYR and had significant decreases in LDL-C, total cholesterol, triglycerides, high-sensitivity C-reactive protein, and an increase in high-density lipoprotein cholesterol for 1 year when compared with baseline (P < .001). Four participants stopped supplements because of myalgia. CONCLUSIONS The addition of phytosterol tablets to RYR did not result in further lowering of LDL-C levels. Participants in an LC program lost significantly more weight and were more likely to achieve an LDL-C <100 mg/dL compared with UC.
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Becker DJ, Blackburn J, Morrisey MA, Sen B, Kilgore ML, Caldwell C, Menachemi N. Co-payments and the use of emergency department services in the children's health insurance program. Med Care Res Rev 2013; 70:514-30. [PMID: 23771877 DOI: 10.1177/1077558713491501] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Research suggests that more than half of all emergency department (ED) visits in the United States are for nonurgent conditions, leading to billions of dollars in potentially avoidable spending annually. In this study, we examine the effects of co-payment changes on ED utilization among children enrolled in ALL Kids, Alabama's Children's Health Insurance Program We separately model the effect of the 2003 co-payment increases on the monthly probability of any ED visit, and visits within three severity categories, using linear probability models that control for beneficiary characteristics and time trends that are allowed to vary in the pre- and postperiods. We observe a small decline in the probability of ED visits 1 year after the co-payment increase. However, low-severity visits, which we hypothesize to be more price sensitive, show no significant evidence of a decline. Our study suggests that the modest co-payment changes were not effective in improving the efficiency of ED utilization.
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Sen B, Blackburn J, Morrisey MA, Kilgore ML, Becker DJ, Caldwell C, Menachemi N. Effectiveness of preventive dental visits in reducing nonpreventive dental visits and expenditures. Pediatrics 2013; 131:1107-13. [PMID: 23713098 DOI: 10.1542/peds.2012-2586] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Although preventive dental visits are considered important for maintaining pediatric oral health, there is relatively little research showing that they reduce subsequent nonpreventive dental visits or costs. At least 1 study seemed to find that early preventive dental care is associated with more restorative and emergency visits. Previous studies are limited by their inability to account for unmeasurable factors that may lead children to "select" into using both more preventive and nonpreventive dental care. We used econometric techniques that minimize selection bias to assess the effectiveness of preventive dental care in reducing subsequent nonpreventive dental service utilization among children. METHODS Using data from Alabama's Children's Health Insurance Program (CHIP), 1998-2010., a cohort study of children's dental service utilization was conducted. Outcomes were 1-year lagged nonpreventive dental care and expenditures, and overall dental and medical expenditures. Children who were continuously enrolled for at least 3 years were included. Separate models were estimated for children aged <8 years (n = 14 972) and those aged ≥8 years (n = 21 833). RESULTS More preventive visits were associated with fewer subsequent nonpreventive dental visits and lower nonpreventive dental expenditures for both groups. However, more preventive visits did not reduce overall dental or medical (inclusive of dental) expenditures. CONCLUSIONS Preventive dental visits can reduce subsequent nonpreventive visits and expenditures for children continuously enrolled in CHIP. However, they may not reduce overall program costs. Effective empirical research in this area must continue to address unobserved confounders and selection issues.
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