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3.
J Gen Intern Med ; 34(11): 2427-2434, 2019 11.
Article in English | MEDLINE | ID: mdl-31489560

ABSTRACT

BACKGROUND: Approximately 20% of patients with atherosclerotic cardiovascular disease (ASCVD) suffer from depression. OBJECTIVE: To compare healthcare expenditures and utilization, healthcare-related quality of life, and patient-centered outcomes among ASCVD patients, based on their risk for depression (among those without depression), and those with depression (vs. risk-stratified non-depressed). DESIGN AND SETTING: The 2004-2015 Medical Expenditure Panel Survey (MEPS) was used for this study. PARTICIPANTS: Adults ≥ 18 years with a diagnosis of ASCVD, ascertained by ICD-9 codes and/or self-reported data. Individuals with a diagnosis of depression were identified by ICD-9 code 311. Participants were stratified by depression risk, based on the Patient Health Questionnaire-2. RESULTS: A total of 19,840 participants were included, translating into 18.3 million US adults, of which 8.6% (≈ 1.3 million US adults) had a high risk for depression and 18% had a clinical diagnosis of depression. Among ASCVD patients without depression, those with a high risk (compared with low risk) had increased overall and out-of-pocket expenditures (marginal differences of $2880 and $287, respectively, both p < 0.001), higher odds for resource utilization, and worse patient experience and healthcare quality of life (HQoL). Furthermore, compared with individuals who had depression, participants at high risk also reported worse HQoL and had higher odds of poor perception of their health status (OR 1.83, 95% CI [1.50, 2.23]) and poor patient-provider communication (OR 1.29 [1.18, 1.42]). LIMITATION: The sample population includes self-reported diagnosis of ASCVD; therefore, the risk of underestimation of the cohort size cannot be ruled out. CONCLUSION: Almost 1 in 10 individuals with ASCVD without diagnosis of depression is at high risk for it and has worse health outcomes compared with those who already have a diagnosis of depression. Early recognition and treatment of depression may increase healthcare efficiency, positive patient experience, and HQoL among this vulnerable population.


Subject(s)
Atherosclerosis/epidemiology , Depression/epidemiology , Health Expenditures/statistics & numerical data , Risk Assessment , Adult , Aged , Case-Control Studies , Depression/diagnosis , Depression/economics , Female , Humans , Male , Middle Aged , Patient Reported Outcome Measures , Quality of Life , Retrospective Studies , Surveys and Questionnaires , United States/epidemiology , Young Adult
4.
J Gen Intern Med ; 34(6): 884-892, 2019 06.
Article in English | MEDLINE | ID: mdl-30783877

ABSTRACT

BACKGROUND: Disparities in health outcome exist among patients according to socioeconomic status. However, little is known regarding the differences in healthcare experiences across the various levels of income of patients. In a nationally representative US adult population, we evaluate the differences in healthcare experiences based on patient level of income. OBJECTIVES: To evaluate the differences in patient healthcare experiences based on level of income. PATIENTS AND METHODS: We identified 68,447 individuals (mean age, 48 ± 18 years; 55% female) representing 176.8 million US adults, who had an established healthcare provider in the 2010-2013 Medical Expenditure Panel Survey cohort. This retrospective study examined the differences in all five patient-reported healthcare experience measures (access to care, provider responsiveness, patient-provider communication, shared decision-making, and patient satisfaction) under the Consumer Assessment of Healthcare Providers and Systems (CAHPS) survey. We examined the relationship between patient income and their healthcare experience. RESULTS: Overall, 32% of the study participants were high-income earners while 23% had very-low income. Lower income was consistently associated with poor patient report on healthcare experience. Compared with those with high income, very-low-income-earning participants had 1.63 times greater odds (OR 1.63, 95% CI 1.45-1.82) of experiencing difficulty accessing care, had 1.34 times higher odds (OR 1.34, 95% CI 1.25-1.45) of experiencing poor communication, had higher odds (OR 1.68, 95% CI 1.46-1.92) of experiencing delays in healthcare delivery, and were more likely to report poor provider satisfaction (OR 1.48, 95% CI 1.37-1.61). CONCLUSION: Lower income-earning patients have poorer healthcare experience in all aspects of access and quality of care. Targeted policies focusing on improving communication, engagement, and satisfaction are needed to enhance patient healthcare experience for this vulnerable population.


Subject(s)
Healthcare Disparities/economics , Healthcare Disparities/trends , Income/trends , Patient Reported Outcome Measures , Patient Satisfaction/economics , Socioeconomic Factors , Adolescent , Adult , Aged , Female , Health Surveys/economics , Health Surveys/trends , Humans , Male , Middle Aged , Young Adult
5.
Am J Med ; 132(1): 61-70.e1, 2019 01.
Article in English | MEDLINE | ID: mdl-30290193

ABSTRACT

BACKGROUND: Little is known about national patterns of anticoagulant use among patients with atrial fibrillation after the availability of direct oral anticoagulants (DOACs) and the associated implications for healthcare spending. METHODS: The Medical Expenditure Panel Survey, a nationally representative survey, collects detailed information about prescription drug use, cost, and medical diagnoses. Using International Classification of Disease Ninth Edition (ICD-9) codes and self-reporting, adults with atrial fibrillation were estimated between 2010 and 2014. We examined proportions of patients receiving warfarin and DOACs overall and across sociodemographic and clinical groups. Total drug expenditures and out-of-pocket spending were calculated adjusting to 2014 US dollars. RESULTS: The study population ranged from 364 (equivalent to 4.7 million) in 2010 to 409 (equivalent to 5.5 million) in 2014. Overall use of any anticoagulant increased from 32.4% to 40.1%. DOAC use increased from 0.56% to 17.2%, and warfarin use declined from 32.8% to 22.9% (p trend < 0.01). This trend was seen in nearly all subgroups evaluated. Estimated prescription drug spending on DOACs and warfarin during this time rose from $330 million to $1.9 billion. Out-of-pocket costs for DOACs increased from $10 million to $218 million. CONCLUSION: In a large, nationwide cohort of adults with atrial fibrillation, we observed a rapid increase in the use of DOACs, significant disparities in medication use based on sociodemographic and clinical factors, and an increase in overall and out-of-pocket costs for anticoagulants corresponding to the increased use of DOACs. These patterns have important implications for healthcare quality, equity, and spending.


Subject(s)
Anticoagulants/therapeutic use , Atrial Fibrillation/complications , Stroke/prevention & control , Warfarin/therapeutic use , Adolescent , Adult , Aged , Anticoagulants/economics , Atrial Fibrillation/economics , Atrial Fibrillation/epidemiology , Female , Humans , Longitudinal Studies , Male , Middle Aged , Retrospective Studies , Stroke/etiology , United States/epidemiology , Warfarin/economics , Young Adult
6.
7.
Atherosclerosis ; 275: 174-181, 2018 08.
Article in English | MEDLINE | ID: mdl-29920438

ABSTRACT

BACKGROUND AND AIMS: We examined the association between the American Heart Association's Life's Simple 7 (LS7) metrics and the risk of atrial fibrillation (AF) in the Multi-Ethnic Study of Atherosclerosis (MESA), a prospective cohort study of adults free of cardiovascular disease (CVD) at baseline. METHODS: We analyzed data from 6506 participants. The LS7 metrics (smoking, physical activity, body mass index, diet, blood pressure, total cholesterol and blood glucose) were each categorized into ideal (assigned 2 points), intermediate (1 point) or poor (0 points). Scores were summed for a maximum of 14. A score of 0-8 was considered inadequate; 9-10, average and 11-14, optimal for cardiovascular health. Atrial fibrillation was ascertained using ICD-9 codes from hospital discharge records and Medicare claims data. Cox proportional hazard ratios (HR) and incidence rates of AF per 1000 person-years were calculated. RESULTS: During a median follow-up of 11.2 years (interquartile range: 10.6-11.7 years), 709 (11%) participants were hospitalized with a first AF episode. In the overall cohort, optimal scores at baseline were associated with a 27% lower risk for AF compared with inadequate scores (0.73 [0.59-0.91]). A similar finding was observed when the results were stratified by race/ethnicity (White, Chinese American, African American and Hispanic), though many of the associations were not statistically significant. There was no interaction by race/ethnicity (p = 0.15). CONCLUSIONS: In the overall cohort, optimal LS7 status was associated with a lower risk of AF. These findings suggest that promoting ideal cardiovascular health may reduce the incidence and burden of AF.


Subject(s)
Atrial Fibrillation/prevention & control , Healthy Lifestyle , Primary Prevention/methods , Risk Reduction Behavior , Aged , Aged, 80 and over , Atrial Fibrillation/blood , Atrial Fibrillation/ethnology , Atrial Fibrillation/physiopathology , Blood Glucose/analysis , Blood Pressure , Body Mass Index , Diet, Healthy , Exercise , Female , Health Status , Humans , Incidence , Lipids/blood , Male , Middle Aged , Prospective Studies , Protective Factors , Risk Assessment , Risk Factors , Smoking/adverse effects , Smoking/ethnology , Time Factors , United States/epidemiology
8.
J Am Heart Assoc ; 7(9)2018 04 23.
Article in English | MEDLINE | ID: mdl-29686026

ABSTRACT

BACKGROUND: Atherosclerotic cardiovascular disease (ASCVD) and cancer are among the leading causes of economic burden, morbidity, and mortality in the United States. We aimed to quantify the overall impact of cardiovascular modifiable risk factor (CRF) profile on healthcare expenditures among those with and without ASCVD and/or cancer. METHODS AND RESULTS: The 2012-2013 Medical Expenditure Panel Survey, a nationally representative adult sample (≥40 years), was utilized for the study. Variables included ASCVD, CRF (hypertension, diabetes mellitus, hypercholesterolemia, smoking, physical activity and/or obesity), and cancer (all). Two-part econometric models analyzed cost data. Medical Expenditure Panel Survey participants (n=27 275, 59±9 years, 52% female) were studied and 14% had cancer, translating to 25.6 million US adults over 40 years of age. A higher prevalence of ASCVD was noted in those with versus without cancer (25% versus 14%). Absence of ASCVD and a more favorable CRF profile were associated with significantly lower expenditures across the spectrum of cancer diagnosis. Among cancer patients, the adjusted mean annual cost for those with and without ASCVD were $10 852 (95% confidence interval [8917, 12 788]) and $6436 (95% confidence interval [5531, 7342]). Among cancer patients without ASCVD, adjusted annual healthcare expenditures among those with optimal versus poor CRF profile were $4782 and $7256. CONCLUSIONS: In a nationally representative US adult population, absence of ASCVD and a favorable CRF profile were associated with significantly lower medical expenditure among cancer patients. This provides estimates to continue better cardiovascular management and prevention practices, while contextualizing the burden of cancer.


Subject(s)
Cardiovascular Diseases/economics , Cardiovascular Diseases/prevention & control , Health Care Costs , Health Expenditures , Neoplasms/economics , Neoplasms/therapy , Preventive Medicine/economics , Aged , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cost Savings , Cost-Benefit Analysis , Female , Health Status , Humans , Male , Middle Aged , Neoplasms/diagnosis , Neoplasms/epidemiology , Prevalence , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , United States/epidemiology
10.
J Am Heart Assoc ; 7(2)2018 01 22.
Article in English | MEDLINE | ID: mdl-29358195

ABSTRACT

BACKGROUND: Evidence supporting nonstatin lipid-lowering therapy in atherosclerotic cardiovascular disease risk reduction is variable. We aim to examine nonstatin utilization and expenditures in the United States between 2002 and 2013. METHODS AND RESULTS: We used the Medical Expenditure Panel Survey database to estimate national trends in nonstatin use and cost (total and out-of-pocket, adjusted to 2013 US dollars using a gross domestic product deflator) among adults 40 years or older. Nonstatin users increased from 3 million (2.5%) in 2002-2003 (20.1 million prescriptions) to 8 million (5.6%) in 2012-2013 (45.8 million prescriptions). Among adults with atherosclerotic cardiovascular disease, nonstatin use increased from 7.5% in 2002-2003 to 13.9% in 2012-2013 after peaking at 20.3% in 2006-2007. In 2012-2013, 15.9% of high-intensity statin users also used nonstatins, versus 9.7% of low/moderate-intensity users and 3.6% of statin nonusers. Nonstatin use was significantly lower among women (odds ratio 0.80; 95% confidence interval 0.75-0.86), racial/ethnic minorities (odds ratio 0.41; 95% confidence interval 0.36-0.47), and the uninsured (odds ratio 0.47; 95% confidence interval 0.40-0.56). Total nonstatin expenditures increased from $1.7 billion (out-of-pocket cost, $0.7 billion) in 2002-2003 to $7.9 billion (out-of-pocket cost $1.6 billion) in 2012-2013, as per-user nonstatin expenditure increased from $550 to $992. Nonstatin expenditure as a proportion of all lipid-lowering therapy expenditure increased 4-fold from 8% to 32%. CONCLUSIONS: Between 2002 and 2013, nonstatin use increased by 124%, resulting in a 364% increase in nonstatin-associated expenditures.


Subject(s)
Atherosclerosis/drug therapy , Atherosclerosis/economics , Drug Costs , Dyslipidemias/drug therapy , Dyslipidemias/economics , Health Expenditures , Hypolipidemic Agents/economics , Hypolipidemic Agents/therapeutic use , Practice Patterns, Physicians'/economics , Adult , Aged , Atherosclerosis/diagnosis , Atherosclerosis/ethnology , Databases, Factual , Drug Costs/trends , Drug Prescriptions/economics , Dyslipidemias/diagnosis , Dyslipidemias/ethnology , Female , Health Care Surveys , Health Expenditures/trends , Healthcare Disparities/economics , Healthcare Disparities/trends , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Longitudinal Studies , Male , Medically Uninsured , Middle Aged , Practice Patterns, Physicians'/trends , Racial Groups , Retrospective Studies , Risk Factors , Sex Factors , Socioeconomic Factors , Time Factors , Treatment Outcome , United States/epidemiology
11.
Cardiovasc Endocrinol Metab ; 7(3): 64-67, 2018 Sep.
Article in English | MEDLINE | ID: mdl-31646284

ABSTRACT

Diabetes mellitus (DM) and atherosclerotic cardiovascular disease (ASCVD) both increase the risk for a major adverse cardiac event, and are therefore considered priority conditions clinically. Although guidelines encourage clinicians to treat them similarly, many researchers do not consider DM an ASCVD risk-equivalent. However, from a healthcare system standpoint it is more important to determine whether DM is an economic burden equivalent to ASCVD. Using data from the Household Component of the 2010-2013 Medical Expenditure Panel Survey, we determined that the diagnosis of DM yields significantly lower healthcare expenditures and resource utilization when compared with ASCVD. In fact, the healthcare cost associated with DM alone is almost $1000 less than ASCVD. That being said, the cost and resource utilization was highest among those individuals diagnosed with ASCVD+DM, underscoring the importance of primary and secondary prevention to help detect individuals early and initiate proper lifestyle and aggressive therapeutic managements.

12.
J Public Health (Oxf) ; 40(4): e456-e463, 2018 12 01.
Article in English | MEDLINE | ID: mdl-29045671

ABSTRACT

Background: There is increasing evidence of the role psychosocial factors play as determinants of cardiovascular health (CVH). We examined the association between self-rated health (SRH) and ideal CVH among employees of a large healthcare organization. Methods: Data were collected in 2014 from employees of Baptist Health South Florida during an annual voluntary health risk assessment and wellness fair. SRH was measured using a self-administered questionnaire where responses ranged from poor, fair, good, very good to excellent. A CVH score (the proxy for CVH) that ranged from 0 to 14 was calculated, where 0-8 indicate an inadequate score, 9-10, average and 11-14, optimal. A multinomial logistic regression was used to examine the association between SRH and CVH. Results: Of the 9056 participants, 75% were female and mean age (SD) was 43 ± 12 years. The odds of having a higher CVH score increased as SRH improved. With participants who reported their health status as poor-fair serving as reference, adjusted odds ratios for having an optimal CVH score by the categories of SRH were: excellent, 21.04 (15.08-29.36); very good 10.04 (7.25-13.9); and good 3.63 (2.61-5.05). Conclusion: Favorable SRH was consistently associated with better CVH.


Subject(s)
Cardiovascular Diseases/epidemiology , Health Status , Self Report , Adult , Body Mass Index , Cardiovascular Diseases/psychology , Female , Florida/epidemiology , Humans , Male , Risk Factors , Smoking/epidemiology
13.
Atherosclerosis ; 269: 301-305, 2018 02.
Article in English | MEDLINE | ID: mdl-29254694

ABSTRACT

BACKGROUND AND AIMS: Socioeconomic status (SES) has been linked to worse cardiovascular risk factor (CRF) profiles and higher rates of cardiovascular disease (CVD), with an especially high burden of disease for low-income groups. We aimed to describe the trends in prevalence of CRFs among US adults by SES from 2002 to 2013. METHODS: Data from the Medical Expenditure Panel Survey was analyzed. CRFs (obesity, diabetes, hypertension, physical inactivity, smoking and hypercholesterolemia), were ascertained by ICD-9-CM and/or self-report. RESULTS: The proportion of individuals with obesity, diabetes and hypertension increased overall, with low-income groups representing a higher prevalence for each CRF. Of note, physical inactivity had the highest prevalence increase, with the "lowest-income" group observing a relative percent increase of 71.1%. CONCLUSIONS: Disparities in CRF burden continue to increase, across SES groups. Strategies to potentially eliminate the persistent health disparities gap may include a shift to greater coverage for prevention, and efforts to engage in healthy lifestyle behaviors.


Subject(s)
Cardiovascular Diseases/epidemiology , Health Status Disparities , Poverty , Social Class , Social Determinants of Health , Adult , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/economics , Diabetes Mellitus/epidemiology , Female , Health Surveys , Humans , Hypercholesterolemia/epidemiology , Hypertension/epidemiology , Male , Middle Aged , Obesity/epidemiology , Poverty/economics , Poverty/trends , Prevalence , Risk Assessment , Risk Factors , Sedentary Behavior , Smoking/adverse effects , Smoking/epidemiology , Social Determinants of Health/trends , Time Factors , United States/epidemiology
14.
J Am Heart Assoc ; 6(6)2017 Jun 09.
Article in English | MEDLINE | ID: mdl-28600400

ABSTRACT

BACKGROUND: Atherosclerotic cardiovascular disease (ASCVD) causes most deaths in the United States and accounts for the highest healthcare spending. The association between the modifiable risk factors (MRFs) of ASCVD and pharmaceutical expenditures are largely unknown. METHODS AND RESULTS: We examined the association between MRFs and pharmaceutical expenditures among adults with ASCVD using the 2012 and 2013 Medical Expenditure Panel Survey. A 2-part model was used while accounting for the survey's complex design to obtain nationally representative results. All costs were adjusted to 2013 US dollars using the gross domestic product deflator. The annual total pharmaceutical expenditure among those with ASCVD was $71.6 billion, 33% of which was for medications for cardiovascular disease and 14% medications for diabetes mellitus. The adjusted relationship between MRFs and pharmaceutical expenditures showed significant marginal increase in average annual pharmaceutical expenditure associated with inadequate physical activity ($519 [95% confidence interval (CI), $12-918; P=0.011]), dyslipidemia ($631 [95% CI, $168-1094; P=0.008]), hypertension: ($1078 [95% CI, $697-1460; P<0.001)], and diabetes mellitus ($2006 [95% CI, $1470-2542]). Compared with those with optimal MRFs (0-1), those with average MRFs (2-3) spent an average of $1184 (95% CI, $805-1564; P<0.001) more on medications, and those with poor MRFs (≥4) spent $2823 (95% CI, $2338-3307; P<0.001) more. CONCLUSIONS: Worsening MRFs were proportionally associated with higher annual pharmaceutical expenditures among patients with established ASCVD regardless of non-ASCVD comorbidity. In-depth studies of the roles played by other factors in this association can help reduce medication-related expenditures among ASCVD patients.


Subject(s)
Atherosclerosis/economics , Cardiovascular Agents/economics , Diabetes Mellitus/epidemiology , Drug Costs/trends , Health Surveys , Adult , Aged , Atherosclerosis/drug therapy , Atherosclerosis/epidemiology , Cardiovascular Agents/therapeutic use , Cardiovascular Diseases , Comorbidity , Health Expenditures , Humans , Middle Aged , Retrospective Studies , Risk Assessment , Risk Factors , Socioeconomic Factors , Survival Rate/trends , United States/epidemiology
15.
Mayo Clin Proc ; 2017 Mar 13.
Article in English | MEDLINE | ID: mdl-28365099

ABSTRACT

OBJECTIVE: To examine the association of favorable cardiovascular health (CVH) status with 1-year health care expenditures and resource utilization in a large health care employee population. PARTICIPANTS AND METHODS: Employees of Baptist Health South Florida participated in a health risk assessment from January 1 through September 30, 2014. Information on dietary patterns, physical activity, blood pressure, blood glucose level, total cholesterol level, and smoking were collected. Participants were categorized into CVH profiles using the American Heart Association's ideal CVH construct as optimal (6-7 metrics), moderate (3-5 metrics), and low (0-2 metrics). Two-part econometric models were used to analyze health care expenditures. RESULTS: Of 9097 participants (mean ± SD age, 42.7±12.1 years), 1054 (11.6%) had optimal, 6945 (76.3%) had moderate, and 1098 (12.1%) had low CVH profiles. The mean annual health care expenditures among those with a low CVH profile was $10,104 (95% CI, $8633-$11,576) compared with $5824 (95% CI, $5485-$6164) and $4282 (95% CI, $3639-$4926) in employees with moderate and optimal CVH profiles, respectively. In adjusted analyses, persons with optimal and moderate CVH had a $2021 (95% CI, -$3241 to -$801) and $940 (95% CI, -$1560 to $80) lower mean expenditure, respectively, than those with low CVH. This trend remained even after adjusting for demographic characteristics and comorbid conditions as well as across all demographic subgroups. Similarly, health care resource utilization was significantly lower in those with optimal CVH profiles compared with those with moderate or low CVH profiles. CONCLUSION: Favorable CVH profile is associated with significantly lower total medical expenditures and health care utilization in a large, young, ethnically diverse, and fully insured employee population.

16.
Article in English | MEDLINE | ID: mdl-28373270

ABSTRACT

BACKGROUND: Consumer-reported patient-provider communication (PPC) assessed by Consumer Assessment of Health Plans Survey in ambulatory settings is incorporated as a complementary value metric for patient-centered care of chronic conditions in pay-for-performance programs. In this study, we examine the relationship of PPC with select indicators of patient-centered care in a nationally representative US adult population with established atherosclerotic cardiovascular disease. METHODS AND RESULTS: The study population consisted of a nationally representative sample of 6810 individuals (aged ≥18 years), representing 18.3 million adults with established atherosclerotic cardiovascular disease (self-reported or International Classification of Diseases, Ninth Edition diagnosis) reporting a usual source of care in the 2010 to 2013 pooled Medical Expenditure Panel Survey cohort. Participants responded to questions from Consumer Assessment of Health Plans Survey that assessed PPC, and we developed a weighted PPC composite score using their responses, categorized as 1 (poor), 2 (average), and 3 (optimal). Outcomes of interest were (1) patient-reported outcomes: 12-item Short Form physical/mental health status, (2) quality of care measures: statin and ASA use, (3) healthcare resource utilization: emergency room visits and hospital stays, and (4) total annual and out-of-pocket healthcare expenditures. Atherosclerotic cardiovascular disease patients reporting poor versus optimal were over 2-fold more likely to report poor outcomes; 52% and 26% more likely to report that they are not on statin and aspirin, respectively, had a significantly greater utilization of health resources (odds ratio≥2 emergency room visit, 1.41 [95% confidence interval, 1.09-1.81]; odds ratio≥2 hospitalization, 1.36 [95% confidence interval, 1.04-1.79]), as well as an estimated $1243 ($127-$2359) higher annual healthcare expenditure. CONCLUSIONS: This study reveals a strong relationship between PPC and patient-reported outcomes, utilization of evidence-based therapies, healthcare resource utilization, and expenditures among those with established atherosclerotic cardiovascular disease.


Subject(s)
Atherosclerosis/therapy , Communication , Patient Reported Outcome Measures , Patient-Centered Care , Physician-Patient Relations , Quality Indicators, Health Care , Adolescent , Adult , Aged , Aspirin/therapeutic use , Atherosclerosis/diagnosis , Atherosclerosis/economics , Atherosclerosis/epidemiology , Emergency Service, Hospital/statistics & numerical data , Female , Health Care Costs , Health Care Surveys , Health Expenditures , Health Status , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Length of Stay , Male , Mental Health , Middle Aged , Odds Ratio , Platelet Aggregation Inhibitors/therapeutic use , Risk Factors , United States/epidemiology , Young Adult
17.
Atherosclerosis ; 258: 79-83, 2017 03.
Article in English | MEDLINE | ID: mdl-28214425

ABSTRACT

BACKGROUND AND AIMS: Given the prevalence and economic burden of diabetes mellitus (DM), we studied the impact of a favorable cardiovascular risk factor (CRF) profile on healthcare expenditures and resource utilization among individuals without cardiovascular disease (CVD), by DM status. METHODS: 25,317 participants were categorized into 3 mutually-exclusive strata: "Poor", "Average" and "Optimal" CRF profiles (≥4, 2-3, 0-1 CRF, respectively). Two-part econometric models were utilized to study cost data. RESULTS: Mean age was 45 (48% male), with 54% having optimal, 39% average, and 7% poor CRF profiles. Individuals with DM were more likely to have poor CRF profile vs. those without DM (OR 7.7, 95% CI 6.4, 9.2). Individuals with DM/poor CRF profile had a mean annual expenditure of $9,006, compared to $6,461 among those with DM/optimal CRF profile (p < 0.001). CONCLUSIONS: A favorable CRF profile is associated with significantly lower healthcare expenditures and utilization in CVD-free individuals across DM status, suggesting that these individuals require aggressive individualized prescriptions targeting lifestyle modifications and therapeutic treatments.


Subject(s)
Cardiovascular Diseases/economics , Cardiovascular Diseases/prevention & control , Diabetes Complications/economics , Diabetes Complications/prevention & control , Diabetes Mellitus/economics , Diabetes Mellitus/therapy , Health Care Costs , Health Expenditures , Health Resources/economics , Process Assessment, Health Care/economics , Adolescent , Adult , Aged , Cardiovascular Diseases/epidemiology , Cost Savings , Diabetes Complications/epidemiology , Diabetes Mellitus/epidemiology , Female , Health Care Surveys , Health Resources/statistics & numerical data , Humans , Logistic Models , Male , Middle Aged , Models, Economic , Odds Ratio , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , United States/epidemiology , Young Adult
18.
JAMA Cardiol ; 2(1): 56-65, 2017 01 01.
Article in English | MEDLINE | ID: mdl-27842171

ABSTRACT

Importance: Statins remain a mainstay in the prevention and treatment of atherosclerotic cardiovascular disease (ASCVD). Objective: To detail the trends in use and total and out-of-pocket (OOP) expenditures associated with statins in a representative US adult population from 2002 to 2013. Design, Setting, and Participants: This retrospective longitudinal cohort study was conducted from January 2002 to December 2013. Demographic, medical condition, and prescribed medicine information of adults 40 years and older between 2002 and 2013 were obtained from the Medical Expenditure Panel Survey database. Main Outcomes and Measures: Estimated trends in statin use, total expenditure, and OOP share among the general adult population, those with established ASCVD, and those at risk for ASCVD. Costs were adjusted to 2013 US dollars using the Gross Domestic Product Index. Results: From 2002 to 2013, more than 157 000 Medical Expenditure Panel Survey participants were eligible for the study (mean [SD] age, 57.7 [39.9] years; 52.1% female). Overall, statin use among US adults 40 years of age and older in the general population increased 79.8% from 21.8 million individuals (17.9%) in 2002-2003 (134 million prescriptions) to 39.2 million individuals (27.8%) in 2012-2013 (221 million prescriptions). Among those with established ASCVD, statin use was 49.8% and 58.1% in 2002-2003 and 2012-2013, respectively, and less than one-third were prescribed as a high-intensity dose. Across all subgroups, statin use was significantly lower in women (odds ratio, 0.81; 95% CI, 0.79-0.85), racial/ethnic minorities (odds ratio, 0.65; 95% CI, 0.61-0.70), and the uninsured (odds ratio, 0.33; 95% CI, 0.30-0.37). The proportion of generic statin use increased substantially, from 8.4% in 2002-2003 to 81.8% in 2012-2013. Gross domestic product-adjusted total cost for statins decreased from $17.2 billion (OOP cost, $7.6 billion) in 2002-2003 to $16.9 billion (OOP cost, $3.9 billion) in 2012-2013, and the mean annual OOP costs for patients decreased from $348 to $94. Brand-name statins were used by 18.2% of statin users, accounting for 55% of total costs in 2012-2013. Conclusion and Relevance: Statin use increased substantially in the last decade among US adults, although the uptake was suboptimal in high-risk groups. While total and OOP expenditures associated with statins decreased, further substitution of brand-name to generic statins may yield more savings.


Subject(s)
Atherosclerosis/drug therapy , Cardiovascular Diseases/prevention & control , Health Expenditures/trends , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Adult , Aged , Aged, 80 and over , Atherosclerosis/economics , Cardiovascular Diseases/economics , Drug Prescriptions/economics , Drugs, Generic/therapeutic use , Female , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Longitudinal Studies , Male , Middle Aged , Retrospective Studies
19.
J Am Heart Assoc ; 5(9)2016 09 07.
Article in English | MEDLINE | ID: mdl-27604455

ABSTRACT

BACKGROUND: Physical activity (PA) has an established favorable impact on cardiovascular disease (CVD) outcomes and quality of life. In this study, we aimed to estimate the economic effect of moderate-vigorous PA on medical expenditures and utilization from a nationally representative cohort with and without CVD. METHODS AND RESULTS: The 2012 Medical Expenditure Panel Survey data were analyzed. Our study population was limited to noninstitutionalized US adults ≥18 years of age. Variables of interest included CVD (coronary artery disease, stroke, heart failure, dysrhythmias, or peripheral artery disease) and cardiovascular modifiable risk factors (CRFs; hypertension, diabetes mellitus, hypercholesterolemia, smoking, and/or obesity). Two-part econometric models were utilized to study cost data; a generalized linear model with gamma distribution and link log was used to assess expenditures per capita. The final study sample included 26 239 surveyed individuals. Overall, 47% engaged in moderate-vigorous PA ≥30 minutes, ≥5 days/week, translating to 111.5 million adults in the United States stratifying by CVD status; 32% reported moderate-vigorous PA among those with CVD versus 49% without CVD. Generally, participants reporting moderate-vigorous PA incurred significantly lower health care expenditures and resource utilization, displaying a step-wise lower total annual health care expenditure as moving from CVD to non-CVD (and each CRF category). CONCLUSIONS: Moderate-vigorous PA ≥30 minutes, ≥5 days/week is associated with significantly lower health care spending and resource utilization among individuals with and without established CVD.


Subject(s)
Cardiovascular Diseases/economics , Exercise , Health Expenditures , Health Services/economics , Adolescent , Adult , Aged , Arrhythmias, Cardiac/economics , Arrhythmias, Cardiac/epidemiology , Cardiovascular Diseases/epidemiology , Case-Control Studies , Coronary Artery Disease/economics , Coronary Artery Disease/epidemiology , Diabetes Mellitus/epidemiology , Female , Health Services/statistics & numerical data , Heart Failure/economics , Heart Failure/epidemiology , Humans , Hypercholesterolemia/epidemiology , Hypertension/epidemiology , Male , Middle Aged , Obesity/epidemiology , Peripheral Arterial Disease/economics , Peripheral Arterial Disease/epidemiology , Retrospective Studies , Smoking/epidemiology , Stroke/economics , Stroke/epidemiology , United States , Young Adult
20.
Circ Cardiovasc Qual Outcomes ; 9(2): 143-53, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26941417

ABSTRACT

BACKGROUND: The American Heart Association's 2020 Strategic Goals emphasize the value of optimizing risk factor status to reduce the burden of morbidity and mortality. In this study, we aimed to quantify the overall and marginal impact of favorable cardiovascular risk factor (CRF) profile on healthcare expenditure and resource utilization in the United States among those with and without cardiovascular disease (CVD). METHODS AND RESULTS: The study population was derived from the 2012 Medical Expenditure Panel Survey (MEPS). Direct and indirect costs were calculated for all-cause healthcare resource utilization. Variables of interest included CVD diagnoses (coronary artery disease, stroke, peripheral artery disease, dysrhythmias, or heart failure), ascertained by International Classification of Diseases, Ninth Edition, Clinical Modification codes, and CRF profile (hypertension, diabetes mellitus, hypercholesterolemia, smoking, physical activity, and obesity). Two-part econometric models were used to study expenditure data. The final study sample consisted of 15 651 MEPS participants (58.5±12 years, 54% female). Overall, 5921 (37.8%) had optimal, 7002 (44.7%) had average, and 2728 (17.4%) had poor CRF profile, translating to 54.2, 64.1, and 24.9 million adults in United States, respectively. Significantly lower health expenditures were noted with favorable CRF profile across CVD status. Among study participants with established CVD, overall healthcare expenditures with optimal and average CRF profile were $5946 and $3731 less compared with those with poor CRF profile. The respective differences were $4031 and $2560 in those without CVD. CONCLUSIONS: Favorable CRF profile is associated with significantly lower medical expenditure and healthcare utilization among individuals with and without established CVD.


Subject(s)
Cardiovascular Diseases/economics , Cardiovascular Diseases/prevention & control , Health Care Costs , Health Expenditures , Health Resources/economics , Health Resources/statistics & numerical data , Preventive Health Services/economics , Preventive Health Services/statistics & numerical data , Adult , Aged , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/etiology , Cost Savings , Cost-Benefit Analysis , Female , Health Care Surveys , Humans , Male , Middle Aged , Retrospective Studies , Risk Assessment , Risk Factors , United States
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