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1.
Diabetes Technol Ther ; 25(1): 31-38, 2023 01.
Article in English | MEDLINE | ID: mdl-36409474

ABSTRACT

Background: We investigated the potential associations between race/ethnicity and adherence to prescribed glucose monitoring in a sample of Medicare beneficiaries with diabetes and how adherence to the method used impacted diabetes-related inpatient hospitalizations and associated costs among beneficiaries with intensive insulin-treated diabetes. Methods: This 12-month retrospective analysis utilized Centers for Medicare & Medicaid Services data to identify Medicare beneficiaries who used intensive insulin therapy from January through December 2018 and classified them into four groups: (1) persons using real-time continuous glucose monitoring (rtCGM), (2) persons using any method of blood glucose monitoring (BGM) who followed prescribed use patterns (adherent), (3) persons who were prescribed BGM but were nonadherent in its use, and (4) no record of any form of BGM. Analyses compared these groups and the role that comorbidities (Charlson Comorbidity Index [CCI]), and race/ethnicity played on group assignment, diabetes-related inpatient hospitalizations, and costs. Results: Among the 1,329,061 persons assessed, 38.14% had no record of glucose monitoring and 35.42% were BGM nonadherent. Similarly, among the 629,514 beneficiaries with a CCI risk score of ≥2, 466,646 (74.13%) were either nonadherent to BGM or had no monitoring record. The percentage of White (3.65%) rtCGM adherent beneficiaries was significantly larger than Black (1.58%) and Hispanic (1.28%) beneficiaries, both P < 0.0001. Hospitalizations and costs were higher for Black and Hispanic beneficiaries versus Whites within the risk score ≥ 2 group regardless of glucose monitoring method. Conclusions: Race is associated with increased hospitalizations and costs associated with diabetes care and absence of any form of BGM was associated with higher rates of comorbidities. Persons of color were less likely to use rtCGM despite Medicare coverage. New initiatives that promote diabetes self-management education and support services are needed to improve utilization of glucose monitoring within the Medicare diabetes population.


Subject(s)
Diabetes Mellitus , Insulin , Aged , Humans , United States/epidemiology , Insulin/therapeutic use , Medicare , Blood Glucose Self-Monitoring , Blood Glucose , Retrospective Studies , Diabetes Mellitus/drug therapy , Insulin, Regular, Human
3.
J Med Econ ; 23(11): 1345-1355, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32815766

ABSTRACT

AIM: To characterize vaso-occlusive crises (VOCs) and describe healthcare costs among commercially-insured, Medicaid-insured, and Medicare-insured patients with sickle cell disease (SCD). MATERIALS AND METHODS: The IBM Truven Health MarketScan Commercial (2000-2018), Medicaid Analytic eXtract (2008-2014), and Medicare Research Identifiable Files (2012-2016) databases were used to identify patients with ≥2 SCD diagnoses. Study measures were evaluated during a 12-month follow-up period, stratified by annual number of VOCs (i.e. 0, 1, and ≥2). RESULTS: Among 16,092 commercially-insured patients (mean age = 36.7 years), 35.3% had 1+ VOCs. Mean annual total all-cause healthcare costs were $15,747, $27,194, and $64,555 for patients with 0, 1, and 2+ VOCs, respectively. Total all-cause healthcare costs were mainly driven by inpatient (0 VOC = 31.0%, 1 VOC = 53.1%, 2+ VOCs = 65.4%) and SCD-related costs (0 VOC = 56.4%, 1 VOC = 78.4%, 2+ VOCs = 93.9%). Among 18,287 Medicaid-insured patients (mean age = 28.5 years, fee-for-service = 50.2%), 63.9% had 1+ VOCs. Mean annual total all-cause healthcare costs were $16,750, $29,880, and $64,566 for patients with 0, 1, and 2+ VOCs, respectively. Inpatient costs (0 VOC = 37.2%, 1 VOC = 64.3%, 2+ VOCs = 72.9%) and SCD-related costs (0 VOC = 60.9%, 1 VOC = 73.8%, 2+ VOCs = 92.2%) accounted for a significant proportion of total all-cause healthcare costs. Among 15,431 Medicare-insured patients (mean age = 48.2 years), 55.1% had 1+ VOCs. Mean annual total all-cause healthcare costs were $21,877, $29,250, and $58,308 for patients with 0, 1, and ≥2 VOCs, respectively. Total all-cause healthcare costs were mainly driven by inpatient (0 VOC = 47.9%, 1 VOC = 54.9%, 2+ VOCs = 67.5%) and SCD-related costs (0 VOC = 74.9%, 1 VOC = 84.4%, 2+ VOCs = 95.3%). LIMITATIONS: VOCs managed at home were not captured. Analyses were descriptive in an observational setting; thus, no causal relationships can be inferred. CONCLUSIONS: A high proportion of patients experienced VOCs across payers. Furthermore, inpatient and SCD-related costs accounted for a significant proportion of total all-cause healthcare costs, which increased with VOC frequency.


Subject(s)
Anemia, Sickle Cell/economics , Insurance, Health/economics , Medicaid/economics , Adult , Anemia, Sickle Cell/physiopathology , Female , Health Expenditures , Health Services/economics , Health Services/statistics & numerical data , Humans , Male , Medicare/economics , Patient Acceptance of Health Care/statistics & numerical data , United States
4.
Adv Ther ; 37(5): 2224-2235, 2020 05.
Article in English | MEDLINE | ID: mdl-32274750

ABSTRACT

INTRODUCTION: Despite improved understanding of the risks of influenza and better vaccines for older patients, influenza vaccination rates remain subpar, including in high-risk groups such as older adults, and demonstrate significant racial and ethnic disparities. METHODS: This study considers demographic, clinical, and geographic correlates of influenza vaccination among Medicare Fee-for-Service (FFS) beneficiaries in 2015-2016 and maps the data on a geographic information system (GIS) at the zip code level. RESULTS: Analyses confirm that only half of the senior beneficiaries evidenced a claim for receiving an inactivated influenza vaccine (IIV), with significant disparities observed among black, Hispanic, rural, and poorer beneficiaries. More extensive disparities were observed for the high-dose (HD) vaccine, with its added protection for older populations and confirmed economic benefit. Most white beneficiaries received HD; no non-white subgroup did so. Mapping of the data confirmed subpar vaccination in vulnerable populations with wide variations at the zip code level. CONCLUSION: Urgent and targeted efforts are needed to equitably increase IIV rates, thus protecting the most vulnerable populations from the negative health impact of influenza as well as the tax-paying public from the Medicare costs from failing to do so.


Subject(s)
Healthcare Disparities/statistics & numerical data , Influenza Vaccines/administration & dosage , Influenza, Human/prevention & control , Patient Acceptance of Health Care/psychology , Patient Acceptance of Health Care/statistics & numerical data , Vaccination/psychology , Vaccination/statistics & numerical data , Black or African American/psychology , Black or African American/statistics & numerical data , Age Factors , Aged , Aged, 80 and over , Ethnicity/psychology , Ethnicity/statistics & numerical data , Fee-for-Service Plans/statistics & numerical data , Female , Hispanic or Latino/psychology , Hispanic or Latino/statistics & numerical data , Humans , Influenza, Human/epidemiology , Male , Medicare/statistics & numerical data , United States/epidemiology , White People/psychology , White People/statistics & numerical data
6.
Diabetes Ther ; 9(5): 1979-1993, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30143964

ABSTRACT

INTRODUCTION: Nonadherence to antihyperglycemic agents (AHAs) increases the incidence of morbidity and mortality, as well as healthcare-related costs, in patients with type 2 diabetes (T2D). This study examined the association between medication copayment and adherence and discontinuation among elderly patients with T2D who use generic versus branded AHAs. METHODS: A retrospective, observational cohort study used Medicare administrative claims data (index period: 1 June 2012 to 31 December 2013). Drug copayments were measured as the copayment of the index medication for a 30-day supply after patients met their plan deductible. Patients were stratified into a branded or generic cohort based on the index medication. Adherence was measured by the proportion of days covered (≥ 80%) and discontinuation by a treatment gap of > 60 days in 10 months during the follow-up period. Poisson regressions were conducted for medication adherence and discontinuation, while controlling for demographic, clinical, and comorbid conditions. RESULTS: Overall, 160,250 patients on AHA monotherapy were included in the analysis; 131,594 (82%) were prescribed a generic and 28,656 (18%) a branded AHA with a mean copay of $6 and $41, respectively. Increases in copayment increased nonadherence and discontinuation for branded medications but not for generic AHA medications. In both cohorts, elderly patients (≥ 75 years of age) had a lower risk of nonadherence and discontinuation. Black patients had a higher risk of nonadherence or discontinuing medication. Patients having more frequent inpatient, emergency room, and/or physician visits were at higher risk of nonadherence or discontinuing therapy in the branded and generic cohorts (P < 0.001). CONCLUSION: The impact of drug copayment on adherence and discontinuation varied considerably between branded and generic AHAs. Medicare patients taking branded AHAs had a higher risk of nonadherence with increasing copayment and were more likely to discontinue medication, whereas this association was not observed in patients taking generic medications. FUNDING: Merck & Co, Inc., Kenilworth, NJ, USA. Plain language summary available for this article.

7.
Diabetes Care ; 41(5): 949-955, 2018 05.
Article in English | MEDLINE | ID: mdl-29150529

ABSTRACT

OBJECTIVE: Use of glucose monitoring is essential to the safety of individuals with insulin-treated diabetes. In 2011, the Centers for Medicare & Medicaid Services (CMS) implemented the Medicare Competitive Bidding Program (CBP) in nine test markets. This resulted in a substantial disruption of beneficiary access to self-monitoring of blood glucose (SMBG) supplies and significant increases in the percentage of beneficiaries with either reduced or no acquisition of supplies. These reductions were significantly associated with increased mortality, hospitalizations, and costs. The CBP was implemented nationally in July 2013. We evaluated the impact of this rollout to determine if the adverse outcomes seen in 2011 persisted. RESEARCH DESIGN AND METHODS: This longitudinal study followed 529,627 insulin-treated beneficiaries from 2009 through 2013 to assess changes in beneficiary acquisition of testing supplies in the initial nine test markets (TEST, n = 43,939) and beneficiaries not affected by the 2011 rollout (NONTEST, n = 485,688). All Medicare beneficiary records for analysis were obtained from CMS. RESULTS: The percentages of beneficiaries with partial/no SMBG acquisition were significantly higher in both the TEST (37.4%) and NONTEST (37.6%) groups after the first 6 months of the national CBP rollout, showing increases of 48.1% and 60.0%, respectively (both P < 0.0001). The percentage of beneficiaries with no record for SMBG acquisition increased from 54.1% in January 2013 to 62.5% by December 2013. CONCLUSIONS: Disruption of beneficiary access to their prescribed SMBG supplies has persisted and worsened. Diabetes testing supplies should be excluded from the CBP until transparent, science-based methodologies for safety monitoring are adopted and implemented.


Subject(s)
Centers for Medicare and Medicaid Services, U.S. , Competitive Bidding , Diabetes Mellitus/blood , Diabetes Mellitus/drug therapy , Diabetes Mellitus/economics , Medicare/economics , Aged , Aged, 80 and over , Blood Glucose Self-Monitoring/economics , Blood Glucose Self-Monitoring/instrumentation , Competitive Bidding/statistics & numerical data , Costs and Cost Analysis , Diabetes Mellitus/epidemiology , Female , Hospitalization/statistics & numerical data , Humans , Insulin/administration & dosage , Insulin Infusion Systems/economics , Insulin Infusion Systems/statistics & numerical data , Longitudinal Studies , Male , Middle Aged , United States/epidemiology
8.
Adv Ther ; 33(9): 1579-99, 2016 09.
Article in English | MEDLINE | ID: mdl-27457471

ABSTRACT

INTRODUCTION: Warfarin reduces atrial fibrillation (AF)-related strokes and may impact mortality, hospitalizations, and costs. This study investigated the possibility that patterns of warfarin consumption are associated with the frequency of acute events. METHODS: Annual cost profiles of 9.2 million Medicare beneficiaries with AF were analyzed to identify patterns of benefits consumption from 2000 through 2010. Beneficiaries were divided into five consumption clusters based upon their annual cost profiles, ranging from crisis consumers at the high end to low consumers. Resource-utilization patterns and outcome differences were calculated between AF beneficiaries who received warfarin and those who did not. Propensity score-matched analysis was performed to reduce selection bias. RESULTS: The annual percentages of beneficiaries and expenditures that differentiated each cluster showed stable patterns. Warfarin use influenced consumption patterns and outcomes. The most important financial difference between higher and lower consumers was inpatient cost. AF beneficiaries on warfarin had lower annual cost profiles and had a higher propensity to persist in or migrate to consumption clusters with comparatively small reimbursement claims and lower hospitalization risks. AF beneficiaries not on warfarin had higher cost and mortality. CONCLUSIONS: These data signal that a nontrivial portion of acute events (hospitalization and mortality) are amenable to medical intervention (warfarin). When acute events are amenable to medical intervention and occur at a higher frequency because guidelines have not been applied evenly across affected populations, it is appropriate to define those occurrences as disparities associated with systemic failure in evidence-based medicine. Quality-improvement initiatives that reduce therapeutic disparities may result in lower cost and improved outcomes. FUNDING: No funding or sponsorship was received for this study or publication of this article.


Subject(s)
Atrial Fibrillation , Hospitalization , Stroke , Warfarin/therapeutic use , Aged , Aged, 80 and over , Anticoagulants/therapeutic use , Atrial Fibrillation/drug therapy , Atrial Fibrillation/economics , Atrial Fibrillation/mortality , Costs and Cost Analysis , Female , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Male , Medicare/statistics & numerical data , Outcome and Process Assessment, Health Care , Prognosis , Public Health/methods , Public Health/statistics & numerical data , Retrospective Studies , Risk Assessment/methods , Stroke/economics , Stroke/etiology , Stroke/prevention & control , United States/epidemiology
9.
Diabetes Care ; 39(4): 563-71, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26993148

ABSTRACT

OBJECTIVE: In 2011, the Centers for Medicare & Medicaid Services (CMS) launched the Competitive Bidding Program (CBP) in nine markets for diabetes supplies. The intent was to lower costs to consumers. Medicare claims data (2009-2012) were used to confirm the CMS report (2012) that there were no disruptions in acquisition caused by CBP and no changes in health outcomes. RESEARCH DESIGN AND METHODS: The study population consisted of insulin users: 43,939 beneficiaries in the nine test markets (TEST) and 485,688 beneficiaries in the nontest markets (NONTEST). TEST and NONTEST were subdivided: those with full self-monitoring of blood glucose (SMBG) supply acquisition (full SMBG) according to prescription and those with partial/no acquisition (partial/no SMBG). Propensity score-matched analysis was performed to reduce selection bias. Outcomes were impact of partial/no SMBG acquisition on mortality, inpatient admissions, and inpatient costs. RESULTS: Survival was negatively associated with partial/no SMBG acquisition in both cohorts (P < 0.0001). Coterminous with CBP (2010-2011), there was a 23.0% (P < 0.0001) increase in partial/no SMBG acquisition in TEST vs. 1.7% (P = 0.0002) in NONTEST. Propensity score-matched analysis showed beneficiary migration from full to partial/no SMBG acquisition in 2011 (1,163 TEST vs. 605 NONTEST) was associated with more deaths within the TEST cohort (102 vs. 60), with higher inpatient hospital admissions and associated costs. CONCLUSIONS: SMBG supply acquisition was disrupted in the TEST population, leading to increased migration to partial/no SMBG acquisition with associated increases in mortality, inpatient admissions, and costs. Based on our findings, more effective monitoring protocols are needed to protect beneficiary safety.


Subject(s)
Centers for Medicare and Medicaid Services, U.S. , Competitive Bidding , Medicare/economics , Aged , Aged, 80 and over , Blood Glucose Self-Monitoring/economics , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/therapy , Female , Hospitalization/economics , Humans , Insulin/blood , Insulin/therapeutic use , Longitudinal Studies , Male , Retrospective Studies , Treatment Outcome , United States
10.
Ethn Dis ; 25(4): 521-4, 2015 Nov 05.
Article in English | MEDLINE | ID: mdl-26673674

ABSTRACT

Cardiometabolic diseases, including diabetes and heart disease, account for >12 million years of life lost annually among Black adults in the United States. Health disparities are geographically localized, with ~80% of health disparities occurring within ~6000 (16%) of all 38,000 US ZIP codes. Socio-economic status (SES), behavioral and environmental factors (social determinants) account for ~80% of variance in health outcomes and cluster geographically. Neighborhood SES is inversely associated with prevalent diabetes and hypertension, and Blacks are four times more likely than Whites to live in lowest SES neighborhoods. In ZIP code 48235 (Detroit, 97% Black, 16.2% unemployed, income/capita $18,343, 23.6% poverty), 1082 Medicare fee-for service (FFS) beneficiaries received care for type 2 diabetes (T2D) and coronary artery disease (CAD) in 2012. Collectively, these beneficiaries had 1082 inpatient admissions and 839 emergency department visits, mean cost $27,759/beneficiary and mortality 2.7%. Nationally in 2011, 236,222 Black Medicare FFS beneficiaries had 213,715 inpatient admissions, 191,346 emergency department visits, mean cost $25,580/beneficiary and 2.4% mortality. In addition to more prevalent hypertension and T2D, Blacks appear more susceptible to clinical complications of risk factors than Whites, including hypertension as a contributor to stroke. Cardiometabolic health equity in African Americans requires interventions on social determinants to reduce excess risk prevalence of risk factors. Social-medical interventions to promote timely access to, delivery of and adherence with evidence-based medicine are needed to counterbalance greater disease susceptibility. Place-based interventions on social and medical determinants of health could reduce the burden of life lost to cardiometabolic diseases in Blacks.


Subject(s)
Black or African American/statistics & numerical data , Diabetes Mellitus, Type 2/ethnology , Health Status Disparities , White People/statistics & numerical data , Adult , Emergency Service, Hospital/statistics & numerical data , Hospitalization/statistics & numerical data , Humans , Medicare , Poverty/ethnology , Prevalence , Risk Factors , Social Class , United States/epidemiology
11.
J Manag Care Spec Pharm ; 21(11): 1034-8, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26521115

ABSTRACT

A multidimensional approach involving consideration of available resources, individual patient characteristics, patient preferences, and cost of treatment is often required to optimize clinical decision making in the management of atrial fibrillation (AF). In order to bring together varying perspectives on effective tactics and to formulate innovative strategies to improve the management of AF, a think tank consortium of advisors was assembled from across the spectrum of health care stakeholders. Focus groups were conducted and facilitated by a moderator and a notetaker. Participants were asked to comment on preliminary data for the increased prevalence of AF, patterns of treatment, impact of adherence with anticoagulants on clinical and economic outcomes, and opportunities for optimizing treatment.Several recommendations to reach short- and long-term goals in improving AF management emerged from the focus group discussions. These recommendations specifically targeted 3 stakeholder groups--patients/caregivers, physicians, and payers--and addressed the need for better understanding of determinants of undertreatment and nonadherence for those on anticoagulation therapy. Recommendations included the use of real-world data studies to understand regional and demographic patterns of treatment and outcomes, the development of an enhanced national quality standard for anticoagulation, and engaging patients in shared decision making to optimize satisfaction with treatment. Actionable strategies were presented to address gaps related to anticoagulation management. Balancing new anticoagulants' higher prescription costs and safety concerns with their superior effectiveness and convenience of administration for at-risk individuals would require a concerted effort involving patients and their caregivers, physicians, and payers.


Subject(s)
Anticoagulants/administration & dosage , Atrial Fibrillation/drug therapy , Evidence-Based Medicine , Outcome Assessment, Health Care , Anticoagulants/economics , Focus Groups , Health Status , Humans , Insurance, Health, Reimbursement , Medication Adherence , Physicians, Primary Care
12.
J Am Coll Cardiol ; 66(9): 1050-67, 2015 Sep 01.
Article in English | MEDLINE | ID: mdl-26314534

ABSTRACT

The Cardiometabolic Think Tank was convened on June 20, 2014, in Washington, DC, as a "call to action" activity focused on defining new patient care models and approaches to address contemporary issues of cardiometabolic risk and disease. Individual experts representing >20 professional organizations participated in this roundtable discussion. The Think Tank consensus was that the metabolic syndrome (MetS) is a complex pathophysiological state comprised of a cluster of clinically measured and typically unmeasured risk factors, is progressive in its course, and is associated with serious and extensive comorbidity, but tends to be clinically under-recognized. The ideal patient care model for MetS must accurately identify those at risk before MetS develops and must recognize subtypes and stages of MetS to more effectively direct prevention and therapies. This new MetS care model introduces both affirmed and emerging concepts that will require consensus development, validation, and optimization in the future.


Subject(s)
Cardiovascular Diseases/epidemiology , Health Promotion/organization & administration , Metabolic Syndrome/epidemiology , Metabolic Syndrome/therapy , Cardiovascular Diseases/diagnosis , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/therapy , District of Columbia , Evidence-Based Medicine , Humans , Hypertension/diagnosis , Hypertension/epidemiology , Hypertension/therapy , Metabolic Syndrome/diagnosis , Models, Cardiovascular , Obesity/diagnosis , Obesity/epidemiology , Obesity/therapy , Societies, Medical , Survival Analysis , Treatment Outcome
13.
J Natl Med Assoc ; 107(1): 59-67, 2015 Feb.
Article in English | MEDLINE | ID: mdl-27282528

ABSTRACT

The authors acknowledge the writing and editorial assistance of Rosemary Perkins of Envision Pharma Group, whose services were funded by Boehringer Ingelheim Pharmaceuticals, Inc. The authors meet criteria for authorship as recommended by the International Committee of Medical Journal Editors (ICMJE), were fully responsible for all content and editorial decisions, and were involved in at all stages of manuscript development. The authors received no compensation related to the development of the manuscript.

14.
Cardiorenal Med ; 4(1): 1-11, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24847329

ABSTRACT

Cardiovascular disease (CVD), including heart disease and stroke, is the leading cause of death in the USA, regardless of self-determined race/ethnicity, and largely driven by cardiometabolic risk (CMR) and cardiorenal metabolic syndrome (CRS). The primary drivers of increased CMR include obesity, hypertension, insulin resistance, hyperglycemia, dyslipidemia, chronic kidney disease as well as associated adverse behaviors of physical inactivity, smoking, and unhealthy eating habits. Given the importance of CRS for public health, multiple stakeholders, including the National Minority Quality Forum (the Forum), the American Association of Clinical Endocrinologists (AACE), the American College of Cardiology (ACC), and the Association of Black Cardiologists (ABC), have developed this review to inform clinicians and other health professionals of the unique aspects of CMR in racial/ethnic minorities and of potential means to improve CMR factor control, to reduce CRS and CVD in diverse populations, and to provide more effective, coordinated care. This paper highlights CRS and CMR as sources of significant morbidity and mortality (particularly in racial/ethnic minorities), associated health-care costs, and an evolving index tool for cardiometabolic disease to determine geographical and environmental factors. Finally, this work provides a few examples of interventions potentially successful at reducing disparities in cardiometabolic health.

15.
Am J Manag Care ; 19(7): 541-8, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23919418

ABSTRACT

OBJECTIVE: To examine the annual cost profiles of Medicare beneficiaries with diabetes to identify patterns in their consumption of benefits. METHODS: Retrospective expenditure data were collected from Medicare records. Beneficiaries with diabetes were grouped into 5 consumption clusters ranging from "crisis consumers" at the high end to "low consumers" at the low end. RESULTS: The percentages of beneficiaries and expenditures for the consumption clusters remained generally constant from year to year. As expected, most of Medicare's budget each year was spent on crisis, heavy, and moderate consumers. However, a notable proportion of low and light consumers from one year go on to become crisis and heavy consumers in subsequent years. A review of total 2001 through 2006 inpatient costs for the year 2000 clusters revealed that 47% of these costs were for year 2000 low and light consumers and only 27% were for year 2000 crisis and heavy consumers. CONCLUSIONS: This analysis revealed previously unrecognized trends, whereby a notable proportion of low and light consumers during one year went on to become crisis and heavy consumers in subsequent years, representing a large proportion of inpatient costs. These findings have important implications for disease management programs, which typically focus intervention efforts exclusively on crisis and heavy consumers.


Subject(s)
Diabetes Mellitus/economics , Health Services Needs and Demand/economics , Medicare/economics , Health Services Needs and Demand/statistics & numerical data , Health Services Needs and Demand/trends , Humans , Logistic Models , Medical Audit , Medicare/trends , Retrospective Studies , United States
16.
Dis Manag ; 10(3): 147-55, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17590145

ABSTRACT

In addition to race and ethnicity, specific geographic regions are associated with poorer outcomes of care. Individuals with diabetes experiencing health disparities typically have worse long-term outcomes, such as increased diabetes complications and mortality. Zip code mapping, or geocoding, was utilized in this study to identify regions of the United States with high diabetes prevalence rates and to identify areas with high densities of minority populations. Use of this methodology to examine the effect of disease management on a large, diverse diabetes population revealed greater improvement in clinical testing rates in health disparity zones compared with members living outside of these areas. In particular, significant improvement was achieved by members living in minority zip codes and by members aged 65 years or older. These findings demonstrate that members living in areas of health disparity obtain even greater benefit from diabetes disease management program participation, helping to reduce gaps in care.


Subject(s)
Diabetes Mellitus/prevention & control , Disease Management , Health Services Accessibility , Minority Groups , Program Evaluation , Quality Assurance, Health Care , Adolescent , Adult , Aged , Aged, 80 and over , Diabetes Mellitus/ethnology , Female , Geography , Humans , Male , Middle Aged , Program Development , Retrospective Studies , Social Class , Social Justice , Treatment Outcome
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