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1.
Front Public Health ; 12: 1266456, 2024.
Article in English | MEDLINE | ID: mdl-38756881

ABSTRACT

Aim: The increasing morbidity from coronary health disease (CHD) has imposed a significant social and economic burden in China. We analyzed the factors affecting hospitalization expenses of CHD patients. Design: From 2012 to 2018, data on 16,726 CHD patients were collected from the hospital information system in Ningxia Hui Autonomous Region. Methods: A multiple ordered logistic regression model was used to analyze the factors affecting hospitalization expenses. Results: The average hospitalization expense was RMB30998.26 ± 29890.03. Hospital materials expenses accounted for roughly 60% of total hospitalization costs. The older adult, patients who were male, in critical health status, with longer hospital stays, unemployed, using antibiotics and undergoing an operation without incision had significantly raised hospital expenses, while those with fewer complications, no operations and self-paying for health care had reduced hospitalization costs (p < 0.05). The length of hospital stay played a partial mediator role (p < 0.05). Public contribution: Controlling the increase of medical materials costs and preventing over-consumption of hospital services by insured patients are recommended.


Subject(s)
Coronary Disease , Hospitalization , Humans , Male , China , Female , Middle Aged , Hospitalization/economics , Hospitalization/statistics & numerical data , Coronary Disease/economics , Aged , Hospital Costs/statistics & numerical data , Length of Stay/statistics & numerical data , Length of Stay/economics , Adult , Inpatients/statistics & numerical data , Logistic Models
2.
Adv Ther ; 41(6): 2367-2380, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38662186

ABSTRACT

INTRODUCTION: The cost of secondary prevention of coronary heart disease (CHD) is continuing to increase, with a substantial portion of this acceleration being driven by the expense of confirmatory diagnostic testing. Conceivably, newly developed precision epigenetic technologies could drive down these costs. However, at the current time, their impact on overall expense for CHD care is poorly understood. We hypothesized that the use of a newly developed, highly sensitive, and specific epigenetic test, PrecisionCHD, could decrease the costs of secondary prevention. METHODS: To test this hypothesis, we constructed a budget impact analysis using a cost calculation model that examined the effects of substituting PrecisionCHD for conventional CHD diagnostic tests on the expenses of the initial evaluation and first year of care of stable CHD using a 1-year time horizon with no discounting. RESULTS: The model projected that for a commercial insurer with one million members, full adoption of PrecisionCHD as the primary method of initial CHD assessment would save approximately $113.6 million dollars in the initial year. CONCLUSION: These analyses support the use of precision epigenetic methods as part of the initial diagnosis and care of stable CHD and can meaningfully reduce cost. Real-world pilots to test the reliability of these analyses are indicated.


Subject(s)
Coronary Disease , Health Care Costs , Humans , Coronary Disease/diagnosis , Coronary Disease/economics , Coronary Disease/genetics , Epigenesis, Genetic , Secondary Prevention/economics , Secondary Prevention/methods , Epigenomics/economics , Epigenomics/methods , Precision Medicine/economics , Precision Medicine/methods , Cost-Benefit Analysis
3.
Circulation ; 143(3): 244-253, 2021 01 19.
Article in English | MEDLINE | ID: mdl-33269599

ABSTRACT

BACKGROUND: Social determinants of health (SDH) are individually associated with incident coronary heart disease (CHD) events. Indices reflecting social deprivation have been developed for population management, but are difficult to operationalize during clinical care. We examined whether a simple count of SDH is associated with fatal incident CHD and nonfatal myocardial infarction (MI). METHODS: We used data from the prospective longitudinal REGARDS cohort study (Reasons for Geographic and Racial Differences in Stroke), a national population-based sample of community-dwelling Black and White adults age ≥45 years recruited from 2003 to 2007. Seven SDH from the 5 Healthy People 2020 domains included social context (Black race, social isolation); education (educational attainment); economic stability (annual household income); neighborhood (living in a zip code with high poverty); and health care (lacking health insurance, living in 1 of the 9 US states with the least public health infrastructure). Outcomes were expert adjudicated fatal incident CHD and nonfatal MI. RESULTS: Of 22 152 participants free of CHD at baseline, 58.8% were women and 42.0% were Black; 20.6% had no SDH, 30.6% had 1, 23.0% had 2, and 25.8% had ≥3. There were 463 fatal incident CHD events and 932 nonfatal MIs over a median of 10.7 years (interquartile range, 6.6 to 12.7). Fewer SDHs were associated with nonfatal MI than with fatal incident CHD. The age-adjusted incidence per 1000 person-years increased with the number of SDH for both fatal incident CHD (0 SDH, 1.30; 1 SDH, 1.44; 2 SDH, 2.05; ≥3 SDH, 2.86) and nonfatal MI (0 SDH, 3.91; 1 SDH, 4.33; ≥2 SDH, 5.44). Compared with those without SDH, crude and fully adjusted hazard ratios for fatal incident CHD among those with ≥3 SDH were 3.00 (95% CI, 2.17 to 4.15) and 1.67 (95% CI, 1.18 to 2.37), respectively; hazard ratios for nonfatal MI among those with ≥2 SDH were 1.57 (95% CI, 1.30 to 1.90) and 1.14 (95% CI, 0.93 to 1.41), respectively. CONCLUSIONS: A greater burden of SDH was associated with a graded increase in risk of incident CHD, with greater magnitude and independent associations for fatal incident CHD. Counting the number of SDHs may be a promising approach that could be incorporated into clinical care to identify individuals at high risk of CHD.


Subject(s)
Black or African American/ethnology , Coronary Disease/ethnology , Coronary Disease/mortality , Social Determinants of Health/ethnology , White People/ethnology , Aged , Cohort Studies , Coronary Disease/economics , Female , Follow-Up Studies , Humans , Incidence , Longitudinal Studies , Male , Middle Aged , Prospective Studies , Risk Factors , Social Determinants of Health/economics , Stroke/economics , Stroke/ethnology , Stroke/mortality
4.
JAMA Cardiol ; 5(8): 871-880, 2020 08 01.
Article in English | MEDLINE | ID: mdl-32401264

ABSTRACT

Importance: Clinical and economic consequences of statin treatment guidelines supplemented by targeted coronary artery calcium (CAC) assessment have not been evaluated in African American individuals, who are at increased risk for atherosclerotic cardiovascular disease and less likely than non-African American individuals to receive statin therapy. Objective: To evaluate the cost-effectiveness of the 2013 American College of Cardiology/American Heart Association (ACC/AHA) guideline without a recommendation for CAC assessment vs the 2018 ACC/AHA guideline recommendation for use of a non-0 CAC score measured on one occasion to target generic-formulation, moderate-intensity statin treatment in African American individuals at risk for atherosclerotic cardiovascular disease. Design, Setting, and Participants: A microsimulation model was designed to estimate life expectancy, quality of life, costs, and health outcomes over a lifetime horizon. African American-specific data from 472 participants in the Jackson Heart Study (JHS) at intermediate risk for atherosclerotic cardiovascular disease and other US population-specific data on individuals from published sources were used. Data analysis was conducted from November 11, 2018, to November 1, 2019. Main Outcomes and Measures: Lifetime costs and quality-adjusted life-years (QALYs), discounted at 3% annually. Results: In a model-based economic evaluation informed in part by follow-up data, the analysis was focused on 472 individuals in the JHS at intermediate risk for atherosclerotic cardiovascular disease; mean (SD) age was 63 (6.7) years. The sample included 243 women (51.5%) and 229 men (48.5%). Of these, 178 of 304 participants (58.6%) who underwent CAC assessment had a non-0 CAC score. In the base-case scenario, implementation of 2013 ACC/AHA guidelines without CAC assessment provided a greater quality-adjusted life expectancy (0.0027 QALY) at a higher cost ($428.97) compared with the 2018 ACC/AHA guideline strategy with CAC assessment, yielding an incremental cost-effectiveness ratio of $158 325/QALY, which is considered to represent low-value care by the ACC/AHA definition. The 2018 ACC/AHA guideline strategy with CAC assessment provided greater quality-adjusted life expectancy at a lower cost compared with the 2013 ACC/AHA guidelines without CAC assessment when there was a strong patient preference to avoid use of daily medication therapy. In probability sensitivity analyses, the 2018 ACC/AHA guideline strategy with CAC assessment was cost-effective compared with the 2013 ACC/AHA guidelines without CAC assessment in 76% of simulations at a willingness-to-pay value of $100 000/QALY when there was a preference to lose 2 weeks of perfect health to avoid 1 decade of daily therapy. Conclusions and Relevance: A CAC assessment-guided strategy for statin therapy appears to be cost-effective compared with initiating statin therapy in all African American individuals at intermediate risk for atherosclerotic cardiovascular disease and may provide greater quality-adjusted life expectancy at a lower cost than a non-CAC assessment-guided strategy when there is a strong patient preference to avoid the need for daily medication. Coronary artery calcium testing may play a role in shared decision-making regarding statin use.


Subject(s)
Black or African American , Calcium/analysis , Coronary Vessels/chemistry , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Practice Guidelines as Topic , Vascular Calcification/diagnosis , Black or African American/statistics & numerical data , Aged , Coronary Disease/economics , Coronary Disease/prevention & control , Cost-Benefit Analysis , Health Care Costs , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Male , Middle Aged , Models, Economic , Quality-Adjusted Life Years , Risk Factors , Vascular Calcification/economics
5.
JAMA Cardiol ; 5(8): 899-908, 2020 08 01.
Article in English | MEDLINE | ID: mdl-32459344

ABSTRACT

Importance: Individuals with low socioeconomic status (SES) bear a disproportionate share of the coronary heart disease (CHD) burden, and CHD remains the leading cause of mortality in low-income US counties. Objective: To estimate the excess CHD burden among individuals in the United States with low SES and the proportions attributable to traditional risk factors and to other factors associated with low SES. Design, Setting, and Participants: This computer simulation study used the Cardiovascular Disease Policy Model, a model of CHD and stroke incidence, prevalence, and mortality among adults in the United States, to project the excess burden of early CHD. The proportion of this excess burden attributable to traditional CHD risk factors (smoking, high blood pressure, high low-density lipoprotein cholesterol, low high-density lipoprotein cholesterol, type 2 diabetes, and high body mass index) compared with the proportion attributable to other risk factors associated with low SES was estimated. Model inputs were derived from nationally representative US data and cohort studies of incident CHD. All US adults aged 35 to 64 years, stratified by SES, were included in the simulations. Exposures: Low SES was defined as income below 150% of the federal poverty level or educational level less than a high school diploma. Main Outcomes and Measures: Premature (before age 65 years) myocardial infarction (MI) rates and CHD deaths. Results: Approximately 31.2 million US adults aged 35 to 64 years had low SES, of whom approximately 16 million (51.3%) were women. Compared with individuals with higher SES, both men and women in the low-SES group had double the rate of MIs (men: 34.8 [95% uncertainty interval (UI), 31.0-38.8] vs 17.6 [95% UI, 16.0-18.6]; women: 15.1 [95% UI, 13.4-16.9] vs 6.8 [95% UI, 6.3-7.4]) and CHD deaths (men: 14.3 [95% UI, 13.0-15.7] vs 7.6 [95% UI, 7.3-7.9]; women: 5.6 [95% UI, 5.0-6.2] vs 2.5 [95% UI, 2.3-2.6]) per 10 000 person-years. A higher burden of traditional CHD risk factors in adults with low SES explained 40% of these excess events; the remaining 60% of these events were attributable to other factors associated with low SES. Among a simulated cohort of 1.3 million adults with low SES who were 35 years old in 2015, the model projected that 250 000 individuals (19%) will develop CHD by age 65 years, with 119 000 (48%) of these CHD cases occurring in excess of those expected for individuals with higher SES. Conclusions and Relevance: This study suggested that, for approximately one-quarter of US adults aged 35 to 64 years, low SES was substantially associated with early CHD burden. Although biomedical interventions to modify traditional risk factors may decrease the disease burden, disparities by SES may remain without addressing SES itself.


Subject(s)
Coronary Disease/etiology , Health Status Disparities , Social Class , Adult , Age Factors , Coronary Disease/economics , Coronary Disease/epidemiology , Coronary Disease/mortality , Female , Heart Disease Risk Factors , Humans , Male , Middle Aged , Models, Statistical , Poverty/statistics & numerical data , Risk Factors , Stroke/economics , Stroke/epidemiology , Stroke/etiology , Stroke/mortality , United States/epidemiology
6.
J Comp Eff Res ; 9(6): 405-412, 2020 04.
Article in English | MEDLINE | ID: mdl-32301331

ABSTRACT

Aim: The cost-effectiveness of isosorbide-5-mononitrate (5-ISMN) and isosorbide dinitrate (ISDN) in real-world use in patients with coronary heart disease (CHD; either angina pectoris or myocardial infarction) was retrospectively compared. Method: In this retrospective real-world evaluation, patients with established CHD satisfying the following criteria were selected from information system of two tertiary hospitals in China: with pharmacy claiming for at least one injection of 5-ISMN or ISDN between July 2008 and May 2017; and, CHD patients. By using propensity score matching (PSM), we compared clinical aspects of efficacy, safety, length of hospital stay and cost during hospitalization between 5-ISMN and ISDN group. All data were processed by R statistical package v.2.13.1 (R Foundation for Statistical Computing, Vienna, Austria). Result: Of 5609 patients selected, 4047 received 5-ISMN and 1562 received ISDN. After PSM, we acquired 1555 pairs based on balancing of age, sex, insurance and comorbidities on admission. The frequency (4.2 ± 6.6-times vs 6.5 ± 9.5-times; p < 0.05) and total dosage (47.5 ± 153.4 vs 136.4 ± 261.0 mg; p < 0.05) of sublingual nitroglycerin use decreased and hypotension incidence lowered (8.0 vs 13.0%; p < 0.05) in 5-ISMN group compared with ISDN group. Hospital stay (16.0 ± 11.3 days vs 17.7 ± 13.2; p < 0.05) and hospitalization expenditure ([the ratio of cost in the study to the average hospitalization cost in the city] [odds ratio: 2.5 vs 2.6; p < 0.05]) were reduced in 5-ISMN group as with that of ISDN group. Moreover, the main component of hospitalization cost was medical consumables and medications in both the groups. Conclusion: In the present retrospective real-world evaluation, by using PSM analysis, we found that newer injection agent of 5-ISMN was associated with fewer use of sublingual nitroglycerin, less hypotension incidence, shorter length of hospital stay and less hospitalization expenditure related to its comparator ISDN in patients with established CHD. Further evaluation and clinical experience are need in different circumference for the usage of ISDN.


Subject(s)
Coronary Disease/drug therapy , Health Care Costs/statistics & numerical data , Isosorbide Dinitrate/analogs & derivatives , Isosorbide Dinitrate/therapeutic use , Isosorbide/therapeutic use , Administration, Sublingual , Aged , Aged, 80 and over , China/epidemiology , Coronary Disease/economics , Cost-Benefit Analysis , Female , Humans , Hypotension/epidemiology , Incidence , Isosorbide/economics , Isosorbide Dinitrate/economics , Length of Stay/economics , Male , Middle Aged , Nitric Oxide Donors/economics , Nitric Oxide Donors/therapeutic use , Nitroglycerin/administration & dosage , Pragmatic Clinical Trials as Topic , Propensity Score , Retrospective Studies , Vasodilator Agents/economics , Vasodilator Agents/therapeutic use
7.
Eur J Prev Cardiol ; 27(10): 1045-1055, 2020 07.
Article in English | MEDLINE | ID: mdl-31657233

ABSTRACT

AIMS: Prescribed exercise is effective in adults with coronary heart disease (CHD), chronic heart failure (CHF), intermittent claudication, body mass index (BMI) ≥25 kg/m2, hypertension or type 2 diabetes mellitus (T2DM), but the evidence for its cost-effectiveness is limited, shows large variations and is partly contradictory. Using World Health Organization and American Heart Association/American College of Cardiology value for money thresholds, we report the cost-effectiveness of exercise therapy, exercise training and exercise-based cardiac rehabilitation. METHODS: Electronic databases were searched for incremental cost-effectiveness and incremental cost-utility ratios and/or the probability of cost-effectiveness of exercise prescribed as therapy in economic evaluations conducted alongside randomized controlled trials (RCTs) published between 1 July 2008 and 28 October 2018. RESULTS: Of 19 incremental cost-utility ratios reported in 15 RCTs in patients with CHD, CHF, intermittent claudication or BMI ≥25 kg/m2, 63% met both value for money thresholds as 'highly cost-effective' or 'high value', with 26% 'not cost-effective' or of 'low value'. The probability of intervention cost-effectiveness ranged from 23 to 100%, probably due to the different populations, interventions and comparators reported in the individual RCTs. Confirmation with the Consolidated Health Economic Evaluation Reporting checklist varied widely across the included studies. CONCLUSIONS: The findings of this review support the cost-effectiveness of exercise therapy in patients with CHD, CHF, BMI ≥25 kg/m2 or intermittent claudication, but, with concerns about reporting standards, need further confirmation. No eligible economic evaluation based on RCTs was identified in patients with hypertension or T2DM.


Subject(s)
Coronary Disease/rehabilitation , Exercise Therapy/economics , Heart Failure/rehabilitation , Quality of Life , Randomized Controlled Trials as Topic , Coronary Disease/complications , Coronary Disease/economics , Cost-Benefit Analysis , Heart Failure/complications , Heart Failure/economics , Humans
8.
Inquiry ; 56: 46958019886958, 2019.
Article in English | MEDLINE | ID: mdl-31701787

ABSTRACT

In large proportions of rural areas in many developing countries, health care delivery system is less developed and is less likely to be equipped to conduct sophisticated treatment for coronary heart disease (CHD) patients locally. This study aims at describing the status quo of and exploring factors associated with hospitalization costs of CHD in township hospitals where only drug therapy was available for CHD conditions. We collected data of inpatients with CHD from discharge records from 10 township hospitals in rural Liaoning from December 2013 to December 2014. We used multilevel linear regression to analyze the factors associated with CHD hospitalization costs. A total of 4635 inpatients were included in the analysis. We found that the average hospitalization costs were 6249.97 RMB (US$1012.47) with the average of 8.89 days of hospitalization in township hospitals in Liaoning. Age, gender, length of stay, the number of times of admissions, by which route was hospitalized, and type of CHD were all the factors significantly associated with hospitalization costs of CHD in township hospitals. The factors associated with hospitalization costs of CHD in township hospitals in rural China showed some different features from the existing studies. When the government designs the related policy, the policy makers need to consider the specific feature of hospitalization costs of CHD in township hospitals in rural areas.


Subject(s)
Coronary Disease/economics , Hospital Costs , Inpatients/statistics & numerical data , Rural Health Services , Adult , Aged , Aged, 80 and over , China , Coronary Disease/therapy , Female , Hospitalization/economics , Humans , Length of Stay , Male , Middle Aged
9.
Curr Med Sci ; 39(3): 483-492, 2019 Jun.
Article in English | MEDLINE | ID: mdl-31209822

ABSTRACT

The intervention of behaviors, including physical activity (PA), has become a strategy for many hospitals dealing with patients with chronic diseases. Given the limited evidence available about PA and healthcare use with chronic diseases, this study explored the association between different levels of PA and annual hospital service use and expenditure for inpatients with coronary heart disease (CHD) in China. We analyzed PA information from the first follow-up survey (2013) of the Dongfeng-Tongji cohort study of 1460 CHD inpatients. We examined factors such as PA exercise volume and years of PA and their associations with the number of inpatient visits, number of hospital days, and inpatient costs and total medical costs. We found that the number of hospital days and the number of inpatient visits were negatively associated with intensity of PA level. Similarly, total inpatient and outpatient costs declined when the PA exercise volume levels increased. Furthermore, there were also significant associations between the number of hospital days, inpatient costs or total medical costs and levels of PA years. This study provides the first empirical evidence about the effects of the intensity and years of PA on hospital service use and expenditure of CHD in China. It suggests that the patients' PA, especially the vigorous PA, should be promoted widely to the public and patients in order to relieve the financial burden of CHD.


Subject(s)
Coronary Disease/therapy , Exercise , Health Expenditures/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Aged , Cardiology Service, Hospital , China , Cohort Studies , Coronary Disease/economics , Female , Health Care Surveys , Hospitals , Humans , Inpatients , Male , Middle Aged , Outpatients
10.
Heart ; 105(2): 122-129, 2019 01.
Article in English | MEDLINE | ID: mdl-30150328

ABSTRACT

OBJECTIVE: Compare the effects and costs of remotely monitored exercise-based cardiac telerehabilitation (REMOTE-CR) with centre-based programmes (CBexCR) in adults with coronary heart disease (CHD). METHODS: Participants were randomised to receive 12 weeks of telerehabilitation or centre-based rehabilitation. REMOTE-CR provided individualised exercise prescription, real-time exercise monitoring/coaching and theory-based behavioural strategies via a bespoke telerehabilitation platform; CBexCR provided individualised exercise prescription and coaching via established rehabilitation clinics. Outcomes assessed at baseline, 12 and/or 24 weeks included maximal oxygen uptake (V̇O2max, primary) modifiable cardiovascular risk factors, exercise adherence, motivation, health-related quality of life and programme delivery, hospital service utilisation and medication costs. The primary hypothesis was a non-inferior between-group difference in V̇O2max at 12 weeks (inferiority margin=-1.25 mL/kg/min); inferiority margins were not set for secondary outcomes. RESULTS: 162 participants (mean 61±12.7 years, 86% men) were randomised. V̇O2 max was comparable in both groups at 12 weeks and REMOTE-CR was non-inferior to CBexCR (REMOTE-CR-CBexCR adjusted mean difference (AMD)=0.51 (95% CI -0.97 to 1.98) mL/kg/min, p=0.48). REMOTE-CR participants were less sedentary at 24 weeks (AMD=-61.5 (95% CI -117.8 to -5.3) min/day, p=0.03), while CBexCR participants had smaller waist (AMD=1.71 (95% CI 0.09 to 3.34) cm, p=0.04) and hip circumferences (AMD=1.16 (95% CI 0.06 to 2.27) cm, p=0.04) at 12 weeks. No other between-group differences were detected. Per capita programme delivery (NZD1130/GBP573 vs NZD3466/GBP1758) and medication costs (NZD331/GBP168 vs NZD605/GBP307, p=0.02) were lower for REMOTE-CR. Hospital service utilisation costs were not statistically significantly different (NZD3459/GBP1754 vs NZD5464/GBP2771, p=0.20). CONCLUSION: REMOTE-CR is an effective, cost-efficient alternative delivery model that could-as a complement to existing services-improve overall utilisation rates by increasing reach and satisfying unique participant preferences.


Subject(s)
Coronary Disease/rehabilitation , Exercise Therapy/methods , Internet , Quality of Life , Rehabilitation Centers , Telemedicine/methods , Coronary Disease/economics , Cost-Benefit Analysis , Exercise Therapy/economics , Female , Humans , Male , Middle Aged , New Zealand , Treatment Outcome
11.
Health Policy ; 123(2): 229-234, 2019 02.
Article in English | MEDLINE | ID: mdl-30578037

ABSTRACT

OBJECTIVE: To evaluate the cost-effectiveness of using drugeluting stents (DES) compared to bare-metal stents (BMS) for coronary heart disease (CHD). DATA SOURCES/STUDY SETTING: Data were obtained from the National Health Insurance Longitudinal Health Insurance Database, which contains claims data for 1,000,000 beneficiaries. The data were randomly sampled from all beneficiaries. STUDY DESIGN: A retrospective claims data analysis. DATA COLLECTION/EXTRACTION METHODS: Patients with stable coronary heart disease who underwent coronary stent implantation from 2007 to 2008 were recruited and followed to the end of 2013. After a 2:1 propensity score matched by gender, age, stent number, and the Charlson comorbidity index (CCI), 852 patients with 568 stents in the BMS group and 284 stents in the DES group were included. The cumulative medical costs for both matched groups were estimated with the Kaplan-Meier Sample Average (KMSA), and then the incremental cost-effectiveness ratio (ICER) was estimated. PRINCIPAL FINDINGS: The ICER of DES vs. BMS was NT$ 663,000 per cardiovascular death averted and NT$ 238,394 per cardiovascular death or coronary event averted in five years from the insurer perspective. CONCLUSION: Percutaneous coronary intervention (PCI) with DES was a more cost-effective strategy than PCI with BMS for CHD patients during the five-year follow-up.


Subject(s)
Coronary Disease/economics , Drug-Eluting Stents/economics , Stents/economics , Adult , Aged , Coronary Disease/mortality , Coronary Disease/surgery , Cost-Benefit Analysis , Female , Follow-Up Studies , Humans , Male , Middle Aged , Retrospective Studies , Taiwan , Treatment Outcome
12.
Int J Cardiol ; 272: 20-25, 2018 Dec 01.
Article in English | MEDLINE | ID: mdl-30172478

ABSTRACT

BACKGROUND: This study aims to assess the cost-effectiveness of optimized guideline adherence in patients with a history of coronary heart disease. METHODS: An individual-based decision tree model was developed using the SMART risk score tool which estimates the 10-year risk for recurrent vascular events in patients with manifest cardiovascular disease (CVD). Analyses were based on the EUROASPIRE IV survey. Outcomes were expressed as an incremental cost-effectiveness ratio (ICER). RESULTS: Data from 4663 patients from 13 European countries were included in the analyses. The mean estimated 10-year risk for a recurrent vascular event decreased from 20.13% to 18.61% after optimized guideline adherence. Overall, an ICER of 52,968€/QALY was calculated. The ICER lowered to 29,093€/QALY when only considering high-risk patients (≥20%) with decreasing ICERs in higher risk patients. Also, a dose-response relationship was seen with lower ICERs in older patients and in those patients with higher risk reductions. A less stringent LDL target (<2.5 mmol/L vs. <1.8 mmol/L) lowered the ICER to 32,591€/QALY and intensifying cholesterol treatment in high-risk patients (≥20%) instead of high-cholesterol patients lowered the ICER to 28,064€/QALY. An alternative method, applying risk reductions to the CVD events instead of applying risk reductions to the risk factors lowered the ICER to 31,509€/QALY. CONCLUSION: Depending on the method used better or worse ICERs were found. In addition, optimized guidelines adherence is more cost-effective in higher risk patients, in patients with higher risk reductions and when using a less strict LDL-C target. Current analyses advice to maximize guidelines adherence in particular patient subgroups.


Subject(s)
Coronary Disease/epidemiology , Coronary Disease/prevention & control , Cost-Benefit Analysis/standards , Decision Trees , Guideline Adherence/standards , Practice Guidelines as Topic/standards , Aged , Coronary Disease/economics , Cost-Benefit Analysis/methods , Europe/epidemiology , Female , Guideline Adherence/economics , Humans , Male , Middle Aged
13.
BMC Public Health ; 18(1): 975, 2018 08 06.
Article in English | MEDLINE | ID: mdl-30081871

ABSTRACT

BACKGROUND: The evidence on the economic burden of cardiovascular disease (CVD) in low- and middle- income countries (LMICs) remains scarce. We conducted a comprehensive systematic review to establish the magnitude and knowledge gaps in relation to the economic burden of CVD and hypertension on households, health systems and the society. METHODS: We included studies using primary or secondary data to produce original economic estimates of the impact of CVD. We searched sixteen electronic databases from 1990 onwards without language restrictions. We appraised the quality of included studies using a seven-question assessment tool. RESULTS: Eighty-three studies met the inclusion criteria, most of which were single centre retrospective cost studies conducted in secondary care settings. Studies in China, Brazil, India and Mexico contributed together 50% of the total number of economic estimates identified. The quality of the included studies was generally low. Reporting transparency, particularly for cost data sources and results, was poor. The costs per episode for hypertension and generic CVD were fairly homogeneous across studies; ranging between $500 and $1500. In contrast, for coronary heart disease (CHD) and stroke cost estimates were generally higher and more heterogeneous, with several estimates in excess of $5000 per episode. The economic perspective and scope of the study appeared to impact cost estimates for hypertension and generic CVD considerably less than estimates for stroke and CHD. Most studies reported monthly costs for hypertension treatment around $22. Average monthly treatment costs for stroke and CHD ranged between $300 and $1000, however variability across estimates was high. In most LMICs both the annual cost of care and the cost of an acute episode exceed many times the total health expenditure per capita. CONCLUSIONS: The existing evidence on the economic burden of CVD in LMICs does not appear aligned with policy priorities in terms of research volume, pathologies studied and methodological quality. Not only is more economic research needed to fill the existing gaps, but research quality needs to be drastically improved. More broadly, national-level studies with appropriate sample sizes and adequate incorporation of indirect costs need to replace small-scale, institutional, retrospective cost studies.


Subject(s)
Cardiovascular Diseases/economics , Cost of Illness , Developing Countries , Global Health/economics , Health Care Costs , Health Expenditures , Hypertension/economics , Cardiovascular Diseases/therapy , Coronary Disease/economics , Coronary Disease/therapy , Delivery of Health Care/economics , Family Characteristics , Humans , Hypertension/therapy , Income , Poverty , Stroke/economics , Stroke/therapy
14.
J Atheroscler Thromb ; 25(12): 1255-1273, 2018 Dec 01.
Article in English | MEDLINE | ID: mdl-29962381

ABSTRACT

AIM: The recommended low-density lipoprotein cholesterol (LDL-C) levels of the guideline may be appropriate for Caucasian patients but not for other ethnic groups. METHODS: A cohort study was conducted in Hong Kong, and acute coronary syndrome (ACS) patients who received percutaneous coronary intervention (PCI) between 2005 and 2015 were enrolled. The primary outcomes of interest were the total cost of care and cardiovascular-related cost during one-year follow-up. The cost difference by lipid goal attainments was analyzed by Poisson regression with multivariate treatment effects. The clinical outcomes achieved by lipid goal attainments in terms of major adverse cardiovascular events were analyzed by multivariate Cox regression. RESULTS: Among the 4638 patients, 79.50%, 48.64%, and 36.14% attained the LDL-C goals of <2.6, <2.0, and <1.8 mmol/L for one year, respectively. Only about 16% patients achieved the ≥50% reduction from baseline. None of these lipid goals was associated with a significant reduction in the total cost of care. We only identified the clinical benefits associated with the lipid goal of <2.6 mmol/L. Other more stringent lipid goals seemed to bring a significant economic burden on cardiovascular-related cost, but their clinical benefits were uncertain. CONCLUSIONS: Lowering LDL-C to achieve the guideline-recommended target levels for post-PCI ACS patients may lead to fewer cardiovascular events, but it may not necessarily lead to economic benefits within one year of follow-up.


Subject(s)
Biomarkers/blood , Coronary Disease/blood , Coronary Disease/economics , Lipids/blood , Percutaneous Coronary Intervention/economics , Aged , Cohort Studies , Coronary Disease/therapy , Female , Follow-Up Studies , Humans , Male , Prognosis
15.
Appl Health Econ Health Policy ; 16(5): 661-674, 2018 10.
Article in English | MEDLINE | ID: mdl-29998450

ABSTRACT

BACKGROUND: There are limited economic evaluations comparing coronary artery bypass grafting (CABG) and percutaneous coronary intervention (PCI) for multi-vessel coronary artery disease (MVCAD) in contemporary, routine clinical practice. OBJECTIVE: The aim was to perform a cost-effectiveness analysis comparing CABG and PCI in patients with MVCAD, from the perspective of the Australian public hospital payer, using observational data sources. METHODS: Clinical data from the Melbourne Interventional Group (MIG) and the Australian and New Zealand Society of Cardiac and Thoracic Surgeons (ANZSCTS) registries were analysed for 1022 CABG (treatment) and 978 PCI (comparator) procedures performed between June 2009 and December 2013. Clinical records were linked to same-hospital admissions and national death index (NDI) data. The incremental cost-effectiveness ratios (ICERs) per major adverse cardiac and cerebrovascular event (MACCE) avoided were evaluated. The propensity score bin bootstrap (PSBB) approach was used to validate base-case results. RESULTS: At mean follow-up of 2.7 years, CABG compared with PCI was associated with increased costs and greater all-cause mortality, but a significantly lower rate of MACCE. An ICER of $55,255 (Australian dollars)/MACCE avoided was observed for the overall cohort. The ICER varied across comparisons against bare metal stents (ICER $25,815/MACCE avoided), all drug-eluting stents (DES) ($56,861), second-generation DES ($42,925), and third-generation of DES ($88,535). Moderate-to-low ICERs were apparent for high-risk subgroups, including those with chronic kidney disease ($62,299), diabetes ($42,819), history of myocardial infarction ($30,431), left main coronary artery disease ($38,864), and heart failure ($36,966). CONCLUSIONS: At early follow-up, high-risk subgroups had lower ICERs than the overall cohort when CABG was compared with PCI. A personalised, multidisciplinary approach to treatment of patients may enhance cost containment, as well as improving clinical outcomes following revascularisation strategies.


Subject(s)
Blood Vessel Prosthesis Implantation/economics , Coronary Artery Bypass/economics , Coronary Disease/economics , Stents/economics , Aged , Blood Vessel Prosthesis Implantation/mortality , Coronary Artery Bypass/mortality , Coronary Disease/mortality , Coronary Disease/surgery , Cost-Benefit Analysis , Female , Health Care Costs , Humans , Male , Propensity Score , Risk Factors
16.
Expert Rev Pharmacoecon Outcomes Res ; 18(5): 529-541, 2018 10.
Article in English | MEDLINE | ID: mdl-30011385

ABSTRACT

INTRODUCTION: This study aims to determine methodological variations in the event simulation approaches of published health economic decision models, in the field of obesity, and to investigate whether their predictiveness and validity were investigated via external event validation techniques, which investigate how well the model reproduces reality. AREAS COVERED: A systematic review identified a total of 87 relevant papers, of which 72 that simulated obesity-associated events were included. Most frequently simulated events were coronary heart disease (≈ 83%), type 2 diabetes (≈ 74%), and stroke (≈ 66%). Only for ten published model-based health economic assessments in obesity an external event validation was performed (14%; 10 of 72), and only for one the predictiveness and validity of the event simulation was investigated in a cohort of obese subjects. EXPERT COMMENTARY: We identified a wide range of obesity related event simulation approaches. Published obesity models lack information on the predictive quality and validity of the applied event simulation approaches. Further work on comparing and validating these event simulation approaches is required to investigate their predictiveness and validity, which will offer guidance future modelling in the field of obesity.


Subject(s)
Decision Making , Models, Economic , Obesity/complications , Computer Simulation , Coronary Disease/economics , Coronary Disease/etiology , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/etiology , Humans , Obesity/economics , Reproducibility of Results , Stroke/economics , Stroke/etiology
17.
Atherosclerosis ; 270: 132-138, 2018 03.
Article in English | MEDLINE | ID: mdl-29407882

ABSTRACT

BACKGROUND AND AIMS: Familial hypercholesterolaemia (FH) elevates the cholesterol level and increases the risk of coronary events and death. Early detection and treatment reduce this risk. We aimed to determine the cost-effectiveness of FH screening in Poland in children, first job takers, and after an acute coronary syndrome (ACS) event, each followed by a cascade screening in the relatives of the positively-diagnosed subjects. METHODS: A decision tree was constructed to model the diagnosis process. We considered scenarios with and without genetic testing. A life-time Markov was built to investigate the effectiveness (life years gained, LYG; and quality-adjusted life years, QALY) and cost (public payer perspective) of treatment in FH-affected subjects. The clinical benefits result from early treatment reducing the risk of coronary heart disease (and death, in result). Model parameters were based on published data and experts' opinions. The costs (patients visits, tests, drugs) were estimated from the National Health Fund data and other publicly-available sources. RESULTS: Screening ACS patients below 55/65 years of age in men/women is the most cost-effective strategy: the cost of one LYG (QALY) amounts to 100 EUR (110 EUR). Removing the age limit or using genetic tests reduced cost-effectiveness; nonetheless, all strategies remained cost effective: the cost of one LYG or QALY was <5040 EUR, much lower than the official threshold of ca. 29,800 EUR/QALY. CONCLUSIONS: Screening for FH is highly cost-effective in Poland. The strategies are complementary, and using a combination thereof is recommended.


Subject(s)
Coronary Disease/diagnosis , Coronary Disease/economics , Health Care Costs , Hyperlipoproteinemia Type II/diagnosis , Hyperlipoproteinemia Type II/economics , Mass Screening/economics , Adolescent , Adult , Age Factors , Aged , Child , Child, Preschool , Clinical Decision-Making , Coronary Disease/epidemiology , Coronary Disease/prevention & control , Cost-Benefit Analysis , Decision Trees , Female , Humans , Hyperlipoproteinemia Type II/epidemiology , Hyperlipoproteinemia Type II/therapy , Infant , Infant, Newborn , Male , Markov Chains , Mass Screening/methods , Middle Aged , Models, Economic , Poland/epidemiology , Predictive Value of Tests , Prevalence , Prognosis , Quality of Life , Quality-Adjusted Life Years , Risk Assessment , Risk Factors , Time Factors , Young Adult
19.
Pharmacoeconomics ; 36(2): 205-213, 2018 02.
Article in English | MEDLINE | ID: mdl-29079929

ABSTRACT

BACKGROUND: The Framingham Risk Score is used both in the clinical setting and in health economic analyses to predict the risk for future coronary heart disease events. Based on an American population, the Framingham Risk Score has been criticised for potential overestimation of risk in European populations. OBJECTIVE: We investigated whether the use of the Framingham Risk Score actually was validated in health economic studies that modelled the effects of lipid-lowering treatment with statins on coronary heart disease events in European populations. METHODS: In this systematic literature review of all relevant published studies in English (literature searched September 2016 in PubMed, EMBASE and SCOPUS), 99 studies were identified and 22 were screened in full text, 18 of which were included. Key data were extracted and synthesised narratively. RESULTS: The only type of validation identified was a comparison against coronary heart disease risk data from one primary preventive and one secondary preventive clinical investigation, and from observational population data in one study. Taken together, those three studies reported an overall satisfactory accuracy in the results obtained by Framingham Risk Score predictions, but the Framingham Risk Score tended to underestimate non-fatal myocardial infarctions. In five studies, potential issues in applying the Framingham Risk Score on a European population were not addressed. CONCLUSION: Further studies are needed to ascertain that the Framingham Risk Score can accurately predict cardiovascular outcome in health economic modelling studies on lipid-lowering therapy in European populations. Future modelling studies using the Framingham Risk Score would benefit from validating the results against other data.


Subject(s)
Coronary Disease/prevention & control , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Models, Economic , Coronary Disease/economics , Europe , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Hypolipidemic Agents/economics , Hypolipidemic Agents/therapeutic use , Myocardial Infarction/epidemiology , Myocardial Infarction/prevention & control , Reproducibility of Results , Risk Assessment/methods , Risk Factors , Validation Studies as Topic
20.
J Clin Epidemiol ; 94: 122-131, 2018 02.
Article in English | MEDLINE | ID: mdl-28986242

ABSTRACT

OBJECTIVES: Treatment thresholds based on risk predictions can be optimized by considering various health (economic) outcomes and performing marginal analyses, but this is rarely performed. We demonstrate a general approach to identify treatment thresholds optimizing individual health (economic) outcomes, illustrated for statin treatment based on 10-year coronary heart disease (CHD) risk predicted by the Framingham risk score. STUDY DESIGN AND SETTING: Creating a health economic model for a risk-based prevention strategy, risk thresholds can be evaluated on several outcomes of interest. Selecting an appropriate threshold range and decrement size for the thresholds and adapting the health economic model accordingly, outcomes can be calculated for each risk threshold. A stepwise, or marginal, comparison of clinical as well as health economic outcomes, that is, comparing outcomes using a specific threshold to outcomes of the former threshold while gradually lowering the threshold, then takes into account the balance between additional numbers of individuals treated and their outcomes (additional health effects and costs). In our illustration, using a Markov model for CHD, we evaluated risk thresholds by gradually lowering thresholds from 20% to 0%. RESULTS: This approach can be applied to identify optimal risk thresholds on any outcome, such as to limit complications, maximize health outcomes, or optimize cost-effectiveness. In our illustration, keeping the population-level fraction of statin-induced complications <10% resulted in thresholds of T = 6% (men) and T = 2% (women). Lowering the threshold and comparing quality-adjusted life-years (QALYs) after each 1% decrease, QALYs were gained down to T = 1% (men) and T = 0% (women). Also accounting for costs, net health benefits were favorable down to T = 3% (men) and T = 6% (women). CONCLUSION: Using a stepwise risk-based approach to threshold optimization allows for preventive strategies that optimize outcomes. Presenting this comprehensive overview of outcomes will better inform decision makers when defining a treatment threshold.


Subject(s)
Coronary Disease/drug therapy , Coronary Disease/economics , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Cost-Benefit Analysis , Decision Support Systems, Clinical , Female , Humans , Male , Models, Economic , Quality-Adjusted Life Years , Treatment Outcome
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