RESUMO
BACKGROUND: Hospitals can leverage their position between the ultimate buyers and sellers of drugs to retain a substantial share of insurer pharmaceutical expenditures. METHODS: In this study, we used 2020-2021 national Blue Cross Blue Shield claims data regarding patients in the United States who had drug-infusion visits for oncologic conditions, inflammatory conditions, or blood-cell deficiency disorders. Markups of the reimbursement prices were measured in terms of amounts paid by Blue Cross Blue Shield plans to hospitals and physician practices relative to the amounts paid by these providers to drug manufacturers. Acquisition-price reductions in hospital payments to drug manufacturers were measured in terms of discounts under the federal 340B Drug Pricing Program. We estimated the percentage of Blue Cross Blue Shield drug spending that was received by drug manufacturers and the percentage retained by provider organizations. RESULTS: The study included 404,443 patients in the United States who had 4,727,189 drug-infusion visits. The median price markup (defined as the ratio of the reimbursement price to the acquisition price) for hospitals eligible for 340B discounts was 3.08 (interquartile range, 1.87 to 6.38). After adjustment for drug, patient, and geographic factors, price markups at hospitals eligible for 340B discounts were 6.59 times (95% confidence interval [CI], 6.02 to 7.16) as high as those in independent physician practices, and price markups at noneligible hospitals were 4.34 times (95% CI, 3.77 to 4.90) as high as those in physician practices. Hospitals eligible for 340B discounts retained 64.3% of insurer drug expenditures, whereas hospitals not eligible for 340B discounts retained 44.8% and independent physician practices retained 19.1%. CONCLUSIONS: This study showed that hospitals imposed large price markups and retained a substantial share of total insurer spending on physician-administered drugs for patients with private insurance. The effects were especially large for hospitals eligible for discounts under the federal 340B Drug Pricing Program on acquisition costs paid to manufacturers. (Funded by Arnold Ventures and the National Institute for Health Care Management.).
Assuntos
Planos de Seguro Blue Cross Blue Shield , Honorários Farmacêuticos , Preços Hospitalares , Seguro Saúde , Preparações Farmacêuticas , Humanos , Planos de Seguro Blue Cross Blue Shield/economia , Planos de Seguro Blue Cross Blue Shield/estatística & dados numéricos , Pessoal de Saúde , Hospitais , Seguradoras , Médicos/economia , Seguro Saúde/economia , Preparações Farmacêuticas/administração & dosagem , Preparações Farmacêuticas/economia , Setor Privado , Revisão da Utilização de Seguros/economia , Revisão da Utilização de Seguros/estatística & dados numéricos , Estados Unidos/epidemiologia , Infusões Parenterais/economia , Infusões Parenterais/estatística & dados numéricos , Economia Hospitalar/estatística & dados numéricos , Prática Profissional/economia , Prática Profissional/estatística & dados numéricosRESUMO
BACKGROUND: Home INR testing (patient self-testing) is feasible and effective for warfarin patients but little is known about real-world differences in outcomes for patients using PST versus laboratory-based INR monitoring. OBJECTIVE: To compare the safety/efficacy of patient self-testing of real-world warfarin therapy versus office/lab-based monitoring of therapy. DESIGN/SETTING/PARTICIPANTS/EXPOSURE: A retrospective claims-based analysis of warfarin patients enrolled in the MarketScan® Commercial Claims and Encounters and Medicare databases between January 1, 2013, and March 30, 2020. Stratification was based on INR testing method: patient self-testing versus testing at physicians' offices/local laboratory. The probability of adverse events in each cohort was determined after adjusting for demographic and baseline clinical characteristics using a repeated measures analysis. MAIN MEASURES: Rates of all adverse events: deep venous thrombosis, pulmonary embolism, bleeding, and stroke. A secondary outcome of interest was emergency department visits. KEY RESULTS: A total of 37,837 patients were included in the analysis: 1592 patients in the patient self-testing group and 36,245 in the office-based therapy group. After adjusting for demographic and baseline clinical characteristics, patients in the office-based group had statistically significantly higher rates of all adverse events (incidence rate ratio [IRR]=2.07, 95% CI [1.82, 2.36]), and specific adverse events including thromboembolism (IRR=4.38, 95% CI [3.29, 5.84]), major bleed (IRR=1.45, 95% CI [1.28, 1.64]), and stroke (IRR=1.30, 95% CI [1.05, 1.61]) than patients in the patient self-testing group. Office-based patients also had a statistically significant higher rate of emergency department visits than patient self-testing patients (IRR = 1.65, 95% CI [1.47, 1.84]). CONCLUSIONS/RELEVANCE: This analysis of real-world claims data shows lower rates of stroke, thromboembolism, and major bleeding, as well as fewer emergency department visits, with patient self-testing compared to office-based/lab INR monitoring. Our finding that PST is safe and effective among current users suggests that more patients may benefit from its use.
Assuntos
Anticoagulantes , Monitoramento de Medicamentos , Coeficiente Internacional Normatizado , Varfarina , Humanos , Varfarina/efeitos adversos , Varfarina/administração & dosagem , Varfarina/uso terapêutico , Estudos Retrospectivos , Masculino , Coeficiente Internacional Normatizado/métodos , Feminino , Anticoagulantes/administração & dosagem , Anticoagulantes/efeitos adversos , Idoso , Pessoa de Meia-Idade , Monitoramento de Medicamentos/métodos , Adulto , Autoteste , Estados Unidos/epidemiologia , Revisão da Utilização de Seguros , Idoso de 80 Anos ou mais , Visita a Consultório Médico/estatística & dados numéricos , Hemorragia/induzido quimicamente , Hemorragia/epidemiologiaRESUMO
Data on retrospective compensation claims for injuries caused by pharmaceutical drugs are prone to selection and reporting biases. Nevertheless, this case study of the antidiabetic drug benfluorex shows that such data can be used to estimate the cumulative incidence of drug-related injury, and to provide insights into its epidemiology. To this end, we develop a modelling framework for under-reporting of retrospective claims for compensation arising from drug damage. The model involves a longitudinal component related to attrition of cases over time, and a cross-sectional component related to incomplete reporting. We apply this model to cardiac valve surgery necessitated by exposure to benfluorex. Benfluorex was marketed in France between 1976 and 2009, when it was withdrawn because it caused valvular heart disease. A scandal erupted in 2010 over the scale of the damage caused by the drug. Since then, no further estimates of cumulative incidence have been published, though thousands of claims for compensation have been processed. The analysis combines compensation claims data and sociological survey data on benfluorex users, together with data on benfluorex sales and duration of treatment. We find a threshold of toxicity at about 6 months' exposure, and that at least 1690 individuals (95% CI 1290 to 2320) needed heart surgery to replace or repair valves damaged by exposure to benfluorex in France: a cumulative incidence of 3.68 per 10,000 (95% CI 2.68 to 5.34) benfluorex users or 3.22 per 10,000 (95% CI 2.48 to 4.39) person-years at risk above the exposure threshold. While these findings are tentative, they are consistent with those obtained previously using very different methods.
Assuntos
Procedimentos Cirúrgicos Cardíacos , Fenfluramina , Humanos , Estudos Retrospectivos , Fenfluramina/análogos & derivados , Fenfluramina/efeitos adversos , França/epidemiologia , Incidência , Feminino , Masculino , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Pessoa de Meia-Idade , Adulto , Doenças das Valvas Cardíacas/cirurgia , Doenças das Valvas Cardíacas/induzido quimicamente , Doenças das Valvas Cardíacas/epidemiologia , Compensação e Reparação , Idoso , Modelos Estatísticos , Hipoglicemiantes/efeitos adversos , Hipoglicemiantes/uso terapêutico , Revisão da Utilização de SegurosRESUMO
PURPOSE: To propose a research method for identifying "practicing interventional radiologists" using 2 national claims data sets. MATERIALS AND METHODS: The 2015-2019 100% Medicare Part B data and 2015-2019 private insurance claims from Optum's Clinformatics Data Mart (CDM) database were used to rank-order radiologists' interventional radiology (IR)-related work as a percentage of total billed work relative value units (RVUs). Characteristics were analyzed at various threshold percentages. External validation used Medicare self-designated specialty with Society of Interventional Radiology (SIR) membership records; Youden index evaluated sensitivity and specificity. Multivariate logistic regression assessed practicing IR characteristics. RESULTS: In the Medicare data, above a 10% IR-related work threshold, only 23.8% of selected practicing interventional radiologists were designated as interventional radiologists; above 50% and 90% thresholds, this percentage increased to 42.0% and 47.5%, respectively. The mean percentage of IR-related work among practicing interventional radiologists was 45%, 84%, and 96% of total work RVUs for the 10%, 50%, and 90% thresholds, respectively. At these thresholds, the CDM practicing interventional radiologists included 21.2%, 35.2%, and 38.4% designated interventional radiologists, and evaluation and management services comprised relatively more total work RVUs. Practicing interventional radiologists were more likely to be males, metropolitan, and earlier in their careers than other radiologists at all thresholds. CONCLUSIONS: Most radiologists performing IR-related work are designated in claims data as diagnostic radiologists, indicating insufficiency of specialty designation for IR identification. The proposed method to identify practicing interventional radiologists by percent IR-related work effort could improve generalizability and comparability across claims-based IR studies.
Assuntos
Bases de Dados Factuais , Radiologistas , Radiologia Intervencionista , Humanos , Estados Unidos , Masculino , Feminino , Medicare Part B , Escalas de Valor Relativo , Carga de Trabalho , Radiografia Intervencionista , Mineração de Dados , Revisão da Utilização de Seguros , Descrição de Cargo , Padrões de Prática MédicaRESUMO
BACKGROUND: Two propensity score (PS) based balancing covariate methods, the overlap weighting method (OW) and the fine stratification method (FS), produce superb covariate balance. OW has been compared with various weighting methods while FS has been compared with the traditional stratification method and various matching methods. However, no study has yet compared OW and FS. In addition, OW has not yet been evaluated in large claims data with low prevalence exposure and with low frequency outcomes, a context in which optimal use of balancing methods is critical. In the study, we aimed to compare OW and FS using real-world data and simulations with low prevalence exposure and with low frequency outcomes. METHODS: We used the Texas State Medicaid claims data on adult beneficiaries with diabetes in 2012 as an empirical example (N = 42,628). Based on its real-world research question, we estimated an average treatment effect of health center vs. non-health center attendance in the total population. We also performed simulations to evaluate their relative performance. To preserve associations between covariates, we used the plasmode approach to simulate outcomes and/or exposures with N = 4,000. We simulated both homogeneous and heterogeneous treatment effects with various outcome risks (1-30% or observed: 27.75%) and/or exposure prevalence (2.5-30% or observed:10.55%). We used a weighted generalized linear model to estimate the exposure effect and the cluster-robust standard error (SE) method to estimate its SE. RESULTS: In the empirical example, we found that OW had smaller standardized mean differences in all covariates (range: OW: 0.0-0.02 vs. FS: 0.22-3.26) and Mahalanobis balance distance (MB) (< 0.001 vs. > 0.049) than FS. In simulations, OW also achieved smaller MB (homogeneity: <0.04 vs. > 0.04; heterogeneity: 0.0-0.11 vs. 0.07-0.29), relative bias (homogeneity: 4.04-56.20 vs. 20-61.63; heterogeneity: 7.85-57.6 vs. 15.0-60.4), square root of mean squared error (homogeneity: 0.332-1.308 vs. 0.385-1.365; heterogeneity: 0.263-0.526 vs 0.313-0.620), and coverage probability (homogeneity: 0.0-80.4% vs. 0.0-69.8%; heterogeneity: 0.0-97.6% vs. 0.0-92.8%), than FS, in most cases. CONCLUSIONS: These findings suggest that OW can yield nearly perfect covariate balance and therefore enhance the accuracy of average treatment effect estimation in the total population.
Assuntos
Pontuação de Propensão , Humanos , Masculino , Feminino , Estados Unidos , Adulto , Pessoa de Meia-Idade , Texas/epidemiologia , Diabetes Mellitus/epidemiologia , Medicaid/estatística & dados numéricos , Simulação por Computador , Revisão da Utilização de Seguros/estatística & dados numéricosRESUMO
BACKGROUND: This retrospective, observational study used US claims data to assess changes in antiseizure medication (ASM) drug load for a cohort of patients with epilepsy. METHODS: Adults (≥18 years) with a diagnosis of epilepsy (ICD-10 code G40.xxx) who started new adjunctive ASM treatment with one of 4 branded (brivaracetam, eslicarbazepine, lacosamide, perampanel) or 4 unbranded (carbamazepine, lamotrigine, levetiracetam, topiramate) ASMs between January 1, 2016 and December 31, 2020 were identified from IBM MarketScan® research databases (primary study population). Patients must have been continuously enrolled 360 days before the start of the new ASM (eligibility period). Follow-up was from the start of new ASM until Day 540 (â¼18 months). The primary endpoint was concomitant ASM drug load, which included all ASMs except the new (comparator) ASM. A sensitivity analysis population included adults with epilepsy who were continuously enrolled for ≥ 180 days during at least one calendar year in the study period (2016-2020), whether or not the comparator ASM was new or existing during that period. Total ASM drug load, which included comparator ASM and concomitant ASMs, was assessed in the sensitivity analysis population. RESULTS: In total, 21,332 patients were included in the primary study population, of which 5767 initiated branded ASMs and 15,565 initiated unbranded ASMs. A total of 392,426 patients were included in the sensitivity analysis population during at least one calendar year 2016-2020. Concomitant ASM drug load increased in the 360 days prior to new ASM start and slightly declined thereafter. Mean concomitant ASM drug load for the primary population was 1.6 (SD 1.8) at new ASM start. Concomitant drug load was higher among those starting branded ASM comparators compared to those starting unbranded comparators. Mean total ASM drug load for patients increased over time and was approximately double for patients exposed to branded ASMs (mean range 2.1 to 2.7) compared to that of patients exposed to any unbranded ASM (mean range 1.0 to 1.3). CONCLUSION: Concomitant ASM drug load increased prior to addition of new ASM, with higher increases observed among patients starting branded vs unbranded ASMs, followed by slight decreases thereafter. Total drug load increased linearly among all patients. These findings underscore the need for ongoing ASM regimen evaluation and treatment optimization in patients with epilepsy.
Assuntos
Epilepsia , Revisão da Utilização de Seguros , Adulto , Humanos , Estados Unidos , Estudos Retrospectivos , Assistência Odontológica , Epilepsia/tratamento farmacológico , Lacosamida , Anticonvulsivantes/uso terapêuticoRESUMO
BACKGROUND: Seizure clusters are underresearched and associated with adverse outcomes in patients with epilepsy. This study was a noninterventional, retrospective claims-based analysis using the Wisconsin Health Information Organization (WHIO) All-Payer Claims Database to characterize the epilepsy population in Wisconsin, with a focus on prevalence, treatment patterns, and healthcare resource utilization (HCRU) in patients with seizure clusters prior to the introduction of nasal spray rescue medications. This timeframe allows characterization of a historical baseline for future comparisons with newer treatments. METHODS: Four cohorts were defined: (1) all-epilepsy (all patients with epilepsy); and subcohorts of: (2) patients receiving a monotherapy antiseizure medication (ASM); (3) patients receiving ASM polytherapy; and (4) patients treated for seizure clusters (ie, those taking rescue medications and ≥ 1 ASM). Primary outcomes were HCRU over a 12-month follow-up period, which were descriptively analyzed. RESULTS: Between 2017 and 2019, 16,384 patients were included in the all-epilepsy cohort; 11,688 (71.3 %) were on monotherapy, 3,849 (23.5 %) were on polytherapy, and 526 (3.2 %) were treated for seizure clusters. Twelve-month retentions to the ASM treatments were 46.7 % (7,895/16,904) in the all-epilepsy cohort, and 40.0 % (4,679/11,688) and 40.1 % (1,544/3,849) in the monotherapy and polytherapy subcohorts, respectively. Rescue medication prescriptions were obtained 1,029 times by the 526 patients in the treated seizure cluster subcohort, with infrequent refill rates (mean 1.6-1.9 times/year). A higher proportion of patients in the treated seizure cluster subcohort had epilepsy-related outpatient visits (89.7 %), other visits (71.3 %), and hospitalizations (25.3 %) than patients in the monotherapy (72.2 %, 50.2 %, 19.3 %, respectively) and polytherapy (83.3 %, 63.3 %, 22.8 %, respectively) subcohorts. Mean (standard deviation) all-cause ($114,717 [$231,667]) and epilepsy-related ($76,134 [$204,930]) costs over 12 months were higher in the treated seizure cluster subcohort than the monotherapy ($89,324 [$220,181] and $30,745 [$145,977], respectively) and polytherapy ($101,506 [$152,931] and $49,383 [$96,285], respectively) subcohorts. CONCLUSIONS: Patients treated for seizure clusters incurred higher all-cause and epilepsy-related costs and epilepsy-related HCRU than other subcohorts and had infrequent rescue medication refills. The findings of this analysis highlight the need for appropriate treatment for those patients with epilepsy experiencing seizure clusters. The effect of newer rescue medications to alter these findings will be explored in a follow-up study. Regardless, specialist providers with expertise in treating refractory epilepsy and seizure cluster patients may help to reduce the burden of seizure clusters.
Assuntos
Anticonvulsivantes , Epilepsia , Aceitação pelo Paciente de Cuidados de Saúde , Convulsões , Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Wisconsin/epidemiologia , Epilepsia/tratamento farmacológico , Epilepsia/economia , Epilepsia/epidemiologia , Anticonvulsivantes/uso terapêutico , Anticonvulsivantes/economia , Convulsões/tratamento farmacológico , Convulsões/epidemiologia , Convulsões/economia , Estudos Retrospectivos , Adulto Jovem , Adolescente , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Idoso , Criança , Pré-Escolar , Lactente , Revisão da Utilização de Seguros , Estudos de CoortesRESUMO
PURPOSE: Hypertension (HT), dyslipidemia (DL), and diabetes mellitus (DM) are major risk factors for cardiovascular diseases. Despite the wide availability of medications to reduce this risk, poor adherence to medications remains an issue. The aim of this study is to evaluate medication adherence of prevalent users in these disease medications (HT, DL, DM) using claims data. Factors associated with non-adherence were also examined. METHODS: Of 7538 participants of the Tsuruoka Metabolomics Cohort Study, 3693 (HT: 2702, DL: 2112, DM: 661) were identified as prevalent users of these disease medications. Information on lifestyle was collected through a questionnaire. Adherence was assessed by a proportion of days covered (PDC) and participants with PDC ≥0.8 were defined as adherent. Predictors of non-adherence were determined by performing multivariable logistic regression. RESULTS: Medication adherence differed by treatment status. Among those without comorbidities, those with HT-only showed the highest adherence (90.2%), followed by those with DM-only (81.2%) and those with DL-only (80.8%). Factors associated with non-adherence in each medication group were skipping breakfast and poor understanding of medications among those with HT medications, females, having comorbidities, having a history of heart disease, and drinking habit among those with DL medications, and good sleep quality and skipping breakfast among those with DM medications. CONCLUSION: While participants showed high medication adherence, differences were observed across medication groups. The identified predictors of non-adherence could help target those in need of adherence support.
Assuntos
Diabetes Mellitus , Dislipidemias , Hipertensão , Adesão à Medicação , Humanos , Adesão à Medicação/estatística & dados numéricos , Feminino , Masculino , Dislipidemias/tratamento farmacológico , Dislipidemias/epidemiologia , Japão/epidemiologia , Pessoa de Meia-Idade , Hipertensão/tratamento farmacológico , Hipertensão/epidemiologia , Diabetes Mellitus/tratamento farmacológico , Diabetes Mellitus/epidemiologia , Estudos de Coortes , Idoso , Adulto , Anti-Hipertensivos/uso terapêutico , Prevalência , Fatores de Risco , Seguro Saúde/estatística & dados numéricos , Revisão da Utilização de SegurosRESUMO
OBJECTIVE: To examine telerehabilitation utilization in the United States (US) during the first 2 years of the pandemic. DESIGN: We performed a retrospective analysis of outpatient insurance claims from the IBM MarketScan Commercial Claims and Encounters Database to identify the number and proportion of patients using telerehabilitation from 2020 to 2021. Telerehabilitation was identified based on the presence of specific code modifiers and place of service. SETTING: Retrospective claims analysis. PARTICIPANTS: Individuals living in the United States with employer-sponsored insurance plans using outpatient physical or occupational therapy (PT/OT) (N=2,007,524). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Number and proportion of outpatient PT/OT visits completed via telerehabilitation. RESULTS: We identified 21,026,608 PT/OT visits among 2,007,524 patients. Overall, 49,974 (2.5%) patients received ≥1 telerehabilitation visit during the specified timeframe. We observed trends in utilization over time, with utilization peaking in April 2020 when 10.9% of all PT/OT visits were conducted by telerehabilitation. We also observed geographic trends with lower rates of utilization identified in rural areas. State-by-state utilization rates ranged from 10.4% (California) to 0.3% (Wyoming). CONCLUSION: Telerehabilitation may be underutilized as a means of improving access to PT/OT, especially in rural areas of the country. Further research is needed to examine contributing factors to low observed utilization rates, such as provider and patient perceptions of telerehabilitation.
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COVID-19 , Telerreabilitação , Humanos , Estados Unidos , Estudos Retrospectivos , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , COVID-19/epidemiologia , Idoso , Adolescente , Adulto Jovem , Modalidades de Fisioterapia/estatística & dados numéricos , Terapia Ocupacional/estatística & dados numéricos , Pandemias , Revisão da Utilização de Seguros , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricosRESUMO
This study aimed to clarify other diseases claimed simultaneously with acute upper respiratory infection (URI), antibiotic prescriptions, and examinations associated with infectious diseases in pediatric patients with acute URI insurance claims at otorhinolaryngology outpatient visits. Pediatric patients who visited an otolaryngology department between 2019 and 2021 and were definitively diagnosed with URI were selected using a large Japanese medical claims database. Patient backgrounds, antibiotic use, and examinations were descriptively evaluated. In total, 8010 patients were included in the analysis. The median number (interquartile range) of diseases claimed in the same month as acute URI was 4 (3-6). Only 519 (6.5 %) patients were claimed as acute URI alone. Regardless of the prescription of antibiotics, the most commonly redundantly claimed disease in these patients was allergic rhinitis, followed by acute bronchitis, acute sinusitis, and earwax impaction. The frequently prescribed antibiotics were third-generation cephalosporins, macrolides, and penicillins with extended-spectrum, including amoxicillin which was recommended by the Japanese manual; the proportion of patients with examinations was low (2.9-21.7 %). Among patients with acute URI, diagnoses requiring antibiotics were also claimed; therefore, when evaluating acute URI using the Japanese medical claims database, care must be taken in patient selection. Moreover, the implementation rate of examinations necessary for diagnosis was low, so there is an urgent need to develop an environment where examinations can be conducted in outpatient settings.
Assuntos
Antibacterianos , Bases de Dados Factuais , Infecções Respiratórias , Humanos , Japão/epidemiologia , Infecções Respiratórias/tratamento farmacológico , Infecções Respiratórias/diagnóstico , Infecções Respiratórias/epidemiologia , Criança , Feminino , Masculino , Pré-Escolar , Antibacterianos/uso terapêutico , Bases de Dados Factuais/estatística & dados numéricos , Lactente , Doença Aguda , Otolaringologia/estatística & dados numéricos , Adolescente , Encaminhamento e Consulta/estatística & dados numéricos , Sinusite/tratamento farmacológico , Revisão da Utilização de Seguros/estatística & dados numéricos , Bronquite/tratamento farmacológico , Bronquite/diagnóstico , População do Leste AsiáticoRESUMO
BACKGROUND: Socioeconomic inequalities in type 2 diabetes (T2D) are well established in the literature. However, within the background of changing work contexts associated with digitalization and its effect on lifestyle and sedentary behavior, little is known on T2D prevalence and trends among different occupational groups. This study aims to examine occupational sector differences in T2D prevalence and trends thereof between 2012 and 2019. METHODS: The study was done on 1.683.644 employed individuals using data from the German statutory health insurance provider in Lower Saxony, the "Allgemeine Ortskrankenkasse Niedersachsen" (AOKN). Predicted probabilities for T2D prevalence in four two-year periods between 2012 and 2019 were estimated based on logistic regression analyses for nine occupational sectors. Prevalence ratios were calculated to illustrate the effect of time period on the prevalence of T2D among the nine occupational sectors. Analyses were stratified by gender and two age groups. RESULTS: Results showed differences among occupational sectors in the predicted probabilities for T2D. The occupational sectors "Transport, logistics, protection and security" and "Health sector, social work, teaching & education" had the highest predicted probabilities, while those working in the sector "Agriculture" had by far the lowest predicted probabilities for T2D. Over all, there appeared to be a rising trend in T2D prevalence among younger employed individuals, with gender differences among occupational sectors. CONCLUSION: The study displayed different vulnerability levels among occupational sectors with respect to T2D prevalence overall and for its rising trend among the younger age group. Specific occupations within the vulnerable sectors need to be focused upon in further research to define specific target groups to which T2D prevention interventions should be tailored.
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Diabetes Mellitus Tipo 2 , Humanos , Diabetes Mellitus Tipo 2/epidemiologia , Alemanha/epidemiologia , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Prevalência , Ocupações/estatística & dados numéricos , Seguro Saúde/estatística & dados numéricos , Idoso , Adulto Jovem , Emprego/estatística & dados numéricos , Revisão da Utilização de SegurosRESUMO
SIGNIFICANCE: There is a lack of research from high-income countries with various health care and funding systems regarding barriers and facilitators in low vision services (LVS) access. Furthermore, very few studies on LVS provision have used claims data. PURPOSE: This study aimed to investigate which patient characteristics predict receiving multidisciplinary LVS (MLVS) in the Netherlands, a high-income country, based on health care claims data. METHODS: Data from a Dutch national health insurance claims database (2015 to 2018) of patients with eye diseases causing potentially severe visual impairment were retrieved. Patients received MLVS (n = 8766) and/or ophthalmic treatment in 2018 (reference, n = 565,496). MLVS is provided by professionals from various clinical backgrounds, including nonprofit low vision optometry. Patient characteristics (sociodemographic, clinical, contextual, general health care utilization) were assessed as potential predictors using a multivariable logistic regression model, which was internally validated with bootstrapping. RESULTS: Predictors for receiving MLVS included prescription of low vision aids (odds ratio [OR], 8.76; 95% confidence interval [CI], 7.99 to 9.61), having multiple ophthalmic diagnoses (OR, 3.49; 95% CI, 3.30 to 3.70), receiving occupational therapy (OR, 2.32; 95% CI, 2.15 to 2.51), mental comorbidity (OR, 1.17; 95% CI, 1.10 to 1.23), comorbid hearing disorder (OR, 1.98; 95% CI, 1.86 to 2.11), and receiving treatment in both a general hospital and a specialized ophthalmic center (OR, 1.23; 95% CI, 1.10 to 1.37), or by a general practitioner (OR, 1.23; 95% CI, 1.18 to 1.29). Characteristics associated with lower odds included older age (OR, 0.30; 95% CI, 0.28 to 0.32), having a low social economic status (OR, 0.91; 95% CI, 0.86 to 0.97), physical comorbidity (OR, 0.87; 95% CI, 0.82 to 0.92), and greater distance to an MLVS (OR, 0.95; 95% CI, 0.92 to 0.98). The area under the curve of the model was 0.75 (95% CI, 0.75 to 0.76; optimism = 0.0008). CONCLUSIONS: Various sociodemographic, clinical, and contextual patient characteristics, as well as factors related to patients' general health care utilization, were found to influence MLVS receipt as barriers or facilitators. Eye care practitioners should have attention for socioeconomically disadvantaged older patients when considering MLVS referral.
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Big Data , Baixa Visão , Humanos , Masculino , Feminino , Baixa Visão/epidemiologia , Pessoa de Meia-Idade , Idoso , Países Baixos/epidemiologia , Adulto , Optometria/estatística & dados numéricos , Revisão da Utilização de Seguros , Adolescente , Adulto Jovem , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Oftalmopatias/terapia , Oftalmopatias/epidemiologia , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , CriançaRESUMO
BACKGROUND: Using claims data to identify a predominant prenatal care (PNC) provider is not always straightforward, but it is essential for assessing access, cost, and outcomes. Previous algorithms applied plurality (providing the most visits) and majority (providing majority of visits) to identify the predominant provider in primary care setting, but they lacked visit sequence information. This study proposes an algorithm that includes both PNC frequency and sequence information to identify the predominant provider and estimates the percentage of identified predominant providers. Additionally, differences in travel distances to the predominant and nearest provider are compared. METHODS: The dataset used for this study consisted of 108,441 live births and 2,155,076 associated South Carolina Medicaid claims from 2015-2018. Analysis focused on patients who were continuously enrolled throughout their pregnancy and had any PNC visit, resulting in 32,609 pregnancies. PNC visits were identified with diagnosis and procedure codes and specialty within the estimated gestational age. To classify PNC providers, seven subgroups were created based on PNC frequency and sequence information. The algorithm was developed by considering both the frequency and sequence information. Percentage of identified predominant providers was reported. Chi-square tests were conducted to assess whether the probability of being identified as a predominant provider for a specific subgroup differed from that of the reference group (who provided majority of all PNC). Paired t-tests were used to examine differences in travel distance. RESULTS: Pregnancies in the sample had an average of 7.86 PNC visits. Fewer than 30% of the sample had an exclusive provider. By applying PNC frequency information, a predominant provider can be identified for 81% of pregnancies. After adding sequential information, a predominant provider can be identified for 92% of pregnancies. Distance was significantly longer for pregnant individuals traveling to the identified predominant provider (an average of 5 miles) than to the nearest provider. CONCLUSIONS: Inclusion of PNC sequential information in the algorithm has increased the proportion of identifiable predominant providers by 11%. Applying this algorithm reveals a longer distance for pregnant individuals travelling to their predominant provider than to the nearest provider.
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Algoritmos , Medicaid , Cuidado Pré-Natal , Humanos , Feminino , Gravidez , Cuidado Pré-Natal/estatística & dados numéricos , South Carolina , Estados Unidos , Medicaid/estatística & dados numéricos , Adulto , Revisão da Utilização de Seguros , Atenção Primária à Saúde/estatística & dados numéricosRESUMO
Orthogeriatric co-management (OGCM) describes a collaboration of orthopedic surgeons and geriatricians for the treatment of fragility fractures in geriatric patients. While its cost-effectiveness for hip fractures has been widely investigated, research focusing on fractures of the upper extremities is lacking. Thus, we conducted a health economic evaluation of treatment in OGCM hospitals for forearm and humerus fractures.In a retrospective cohort study with nationwide health insurance claims data, we selected the first inpatient stay due to a forearm or humerus fracture in 2014-2018 either treated in hospitals that were able to offer OGCM (OGCM group) or not (non-OGCM group) and applied a 1-year follow-up. We included 31,557 cases with forearm (63.1% OGCM group) and 39,093 cases with humerus fractures (63.9% OGCM group) and balanced relevant covariates using entropy balancing. We investigated costs in different health sectors, length of stay, and cost-effectiveness regarding total cost per life year or fracture-free life year gained.In both fracture cohorts, initial hospital stay, inpatient stay, and total costs were higher in OGCM than in non-OGCM hospitals. For neither cohort nor effectiveness outcome, the probability that treatment in OGCM hospitals was cost-effective exceeded 95% for a willingness-to-pay of up to 150,000.We did not find distinct benefits of treatment in OGCM hospitals. Assigning cases to study groups on hospital-level and using life years and fracture-free life years, which might not adequately reflect the manifold ways these fractures affect the patients' health, as effectiveness outcomes, might have underestimated the effectiveness of treatment in OGCM hospitals.
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Análise Custo-Benefício , Fraturas do Úmero , Humanos , Alemanha , Feminino , Masculino , Idoso , Estudos Retrospectivos , Idoso de 80 Anos ou mais , Fraturas do Úmero/terapia , Fraturas do Úmero/economia , Revisão da Utilização de Seguros , Tempo de Internação/estatística & dados numéricos , Tempo de Internação/economia , Traumatismos do Antebraço/terapia , Traumatismos do Antebraço/economiaRESUMO
BACKGROUND: Although prior research has estimated the overarching cost burden of heart failure (HF), a thorough analysis examining medical expense differences and trends, specifically among commercially insured patients with heart failure, is still lacking. Thus, the study aims to examine historical trends and differences in medical costs for commercially insured heart failure patients in the United States from 2006 to 2021. METHODS: A population-based, cross-sectional analysis of medical and pharmacy claims data (IQVIA PharMetrics® Plus for Academic) from 2006 to 2021 was conducted. The cohort included adult patients (age > = 18) who were enrolled in commercial insurance plans and had healthcare encounters with a primary diagnosis of HF. The primary outcome measures were the average total annual payment per patient and per cost categories encompassing hospitalization, surgery, emergency department (ED) visits, outpatient care, post-discharge care, and medications. The sub-group measures included systolic, diastolic, and systolic combined with diastolic, age, gender, comorbidity, regions, states, insurance payment, and self-payment. RESULTS: The study included 422,289 commercially insured heart failure (HF) patients in the U.S. evaluated from 2006 to 2021. The average total annual cost per patient decreased overall from $9,636.99 to $8,201.89, with an average annual percentage change (AAPC) of -1.11% (95% CI: -2% to -0.26%). Hospitalization and medication costs decreased with an AAPC of -1.99% (95% CI: -3.25% to -0.8%) and - 3.1% (95% CI: -6.86-0.69%). On the other hand, post-discharge, outpatient, ED visit, and surgery costs increased by an AAPC of 0.84% (95% CI: 0.12-1.49%), 4.31% (95% CI: 1.03-7.63%), 7.21% (95% CI: 6.44-8.12%), and 9.36% (95% CI: 8.61-10.19%). CONCLUSIONS: The study's findings reveal a rising trend in average total annual payments per patient from 2006 to 2015, followed by a subsequent decrease from 2016 to 2021. This decrease was attributed to the decline in average patient costs within the Medicare Cost insurance category after 2016, coinciding with the implementation of the Medicare Access and CHIP Reauthorization Act (MACRA) of 2015. Additionally, expenses related to surgical procedures, emergency department (ED) visits, and outpatient care have shown substantial growth over time. Moreover, significant differences across various variables have been identified.
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Insuficiência Cardíaca , Seguro Saúde , Humanos , Insuficiência Cardíaca/terapia , Insuficiência Cardíaca/economia , Estados Unidos , Masculino , Feminino , Estudos Transversais , Pessoa de Meia-Idade , Idoso , Adulto , Seguro Saúde/economia , Seguro Saúde/estatística & dados numéricos , Custos de Cuidados de Saúde/estatística & dados numéricos , Custos de Cuidados de Saúde/tendências , Revisão da Utilização de Seguros , Hospitalização/economia , Gastos em Saúde/estatística & dados numéricos , Gastos em Saúde/tendênciasRESUMO
BACKGROUND: Initiatives to reduce healthcare expenditures often focus on imaging, suggesting that imaging is a major driver of cost. OBJECTIVE: To evaluate medical expenditures and determine if imaging was a major driver in pediatric as compared to adult populations. METHODS: We reviewed all claims data for members in a value-based contract between a commercial insurer and a healthcare system for calendar years 2021 and 2022. For both pediatric (<18 years of age) and adult populations, we analyzed average per member per year (PMPY) medical expenditures related to imaging as well as other categories of large medical expenses. Average PMPY expenditures were compared between adult and pediatric patients. RESULTS: Children made up approximately 20% of members and 21% of member months but only 8-9% of expenditures. Imaging expenditures in pediatric members were 0.2% of the total healthcare spend and 2.9% of total pediatric expenditures. Imaging expenditures per member were seven times greater in adults than children. The rank order of imaging expenditures and imaging modalities was also different in pediatric as compared to adult members. CONCLUSION: Evaluation of claims data from a commercial value-based insurance product shows that pediatric imaging is not a major driver of overall, nor pediatric only, healthcare expenditures.
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Diagnóstico por Imagem , Gastos em Saúde , Revisão da Utilização de Seguros , Seguro de Saúde Baseado em Valor , Humanos , Criança , Adolescente , Diagnóstico por Imagem/economia , Masculino , Feminino , Seguro de Saúde Baseado em Valor/economia , Adulto , Pré-Escolar , Estados Unidos , Lactente , Pediatria/economiaRESUMO
BACKGROUND: Dizziness/vertigo is one of the most common symptoms for which people seek healthcare. However, the healthcare expenditure attributable to dizziness/vertigo in South Korea remains poorly understood. We investigated the healthcare costs due to six major disorders causing dizziness/vertigo using claims data. METHODS: The healthcare costs were evaluated using all the claims data submitted to the Health Insurance Review and Assessment Service from January 1 to December 31, 2022. The six major vestibular disorders included for analysis were benign paroxysmal positional vertigo (BPPV), psychogenic/persistent postural perceptual dizziness (PPPD), vascular vertigo/dizziness (VVD), vestibular migraine (VM), Meniere's disease (MD), and vestibular neuritis (VN). RESULTS: During the 1-year study period, 4.1% of adults aged 20 or older visited hospitals due to dizziness/vertigo in South Korea. Compared to the general population, the patients with dizziness/vertigo were more often elderly, female, and residents of small towns. The total healthcare cost for the six major vestibular disorders was â©547.8 billion (approximately $406.5 million). BPPV incurred the highest annual healthcare cost (â©183.5 billion, 33.5%), followed by VVD (â©158.8 billion, 29.0%), MD (â©82.2 billion, 15.0%), psychogenic/PPPD (â©60.3 billion, 11.0%), VN (â©32.9 billion, 6.0%), and VM (â©30.1 billion, 5.5%). The mean healthcare cost per hospital visit due to dizziness/vertigo was â©96,524 (95% confidence interval, â©96,194-â©96,855), 30% higher than the average (â©73,948) of the overall healthcare cost per hospital visit over the same period. CONCLUSION: Owing to higher healthcare costs for dizziness/vertigo and increased prevalence of dizziness/vertigo in the aged population, healthcare costs due to dizziness/vertigo will increase rapidly in South Korea. Thus, a guideline for cost-effective management of dizziness/vertigo should be established to reduce the healthcare costs due to these common symptoms.
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Tontura , Custos de Cuidados de Saúde , Vertigem , Humanos , República da Coreia , Feminino , Masculino , Pessoa de Meia-Idade , Adulto , Idoso , Adulto Jovem , Vertigem Posicional Paroxística Benigna , Doença de Meniere/economia , Neuronite Vestibular , Transtornos de Enxaqueca/economia , Revisão da Utilização de SegurosRESUMO
The present article describes the special features of an evaluation of research in mental health services in Germany. The experiences of the evaluation of flexible and integrated treatment options with a global treatment budget in psychiatric hospitals based on routine data of more than 70 statutory health insurance (SHI) funds (EVA64 study) are systematically presented. Using the EVA64 study as an example, recommendations for the use of claims data in the field of mental health services research and in general are derived. (1) First, the study and its use of claims data is described and classified. (2) The individual outcomes of the study are presented and evaluated in order to (3) derive criteria, identify strengths and suggest potential uses of claims data. (4) Finally, recommendations for the further development of claims data from SHI funds as a basis for evaluation are described.
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Transtornos Mentais , Programas Nacionais de Saúde , Alemanha , Transtornos Mentais/terapia , Transtornos Mentais/epidemiologia , Humanos , Revisão da Utilização de Seguros , Serviços de Saúde Mental , Pesquisa sobre Serviços de SaúdeRESUMO
BACKGROUND: Appropriate and timely care is essential in the management of severe acute pancreatitis (SAP). We hypothesized that transferred patients with SAP undergoing procedural intervention would have higher mortality compared to those managed directly at academic centers. METHODS: This was a retrospective analysis of Maryland's statewide claims database from 2009 to 2022 of adult patients admitted with a primary diagnosis of SAP (acute pancreatitis with organ failure). Patients were divided into three groups: those admitted directly from the emergency room to academic facilities (AD), non-academic facilities (NA), or transferred to academic facilities (TR). Procedural intervention included endoscopic, percutaneous image-guided, or surgical. The primary outcome was in-hospital mortality. Secondary outcomes were admission costs, length of stay (LOS), and intensive care unit (ICU) admission. RESULTS: There were 7,648 (48.9%) in the NA group, 6,682 (42.7%) in the AD group and 1,316 (8.4%) in the TR group. On regression analysis, odds of death were 0.57x lower in the NA group and 0.67x lower in the AD group compared to transfers (<0.001). Procedural intervention was not associated with increased mortality. Transferred patients had longer median LOS (11 vs NA = 5, AD = 6, p < 0.001), increased median cost of admission ($41k vs NA = $12k, AD = $17k, p < 0.001) and greater ICU admission (45.6% vs NA = 20.6%, AD = 23.9%, p < 0.001). CONCLUSION: Transferred patients have greater burden of illness and cost of care without evidence of improved outcomes in the management of SAP regardless of procedural intervention. Transfer criteria for patients with SAP must be further refined to reduce unnecessary transfers.
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Revisão da Utilização de Seguros , Pancreatite , Adulto , Humanos , Doença Aguda , Unidades de Terapia Intensiva , Tempo de Internação , Pancreatite/cirurgia , Pancreatite/complicações , Estudos Retrospectivos , Análise Custo-Benefício , Revisão da Utilização de Seguros/economiaRESUMO
INTRODUCTION/AIMS: Limited knowledge exists on treatment patterns in clinical practice in patients with myasthenia gravis (MG). In this study we examined MG treatment patterns in the United States. METHODS: Adult patients newly diagnosed with MG were identified from the IBM MarketScan insurance claims database. Patients with ≥2 MG International Classification of Disease diagnosis codes ≥3 months apart were retrospectively followed from the date of their first MG diagnosis record or start of treatment with acetylcholinesterase inhibitors (AChEI), intravenous (IV) or subcutaneous (SC) immunoglobulin (Ig), or plasma exchange (PLEx) therapy. Based on treatment received at any time during the follow-up period, patients were segmented into six main treatment cohorts. Exacerbations and use of IVIg, SCIg, or PLEx after the index date were identified. RESULTS: During 2010 to 2019, 7,194 patients were followed for up to 10 (median, 2.3) years. Of 6,539 treated patients, 6,462 (99%) were ever treated with AChEI and/or corticosteroids (CS); 95% were first treated with AChEI and/or CS only; 33% received ≥1 nonsteroid immunosuppressive treatment (IST) and 2% received a biologic. During treatment with first IST (n = 2,166), patients experienced 42% and 94% higher incidence rates of exacerbations and IVIg, respectively, compared with AChEI and/or CS (n = 6,242), and 33% and 23% higher, respectively, compared with a second IST (n = 353). DISCUSSION: Many patients experienced exacerbations and received rescue therapy despite treatment, suggesting current treatments may not provide adequate disease control for some patients and that additional treatment options should be explored.