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1.
J Med Econ ; 27(1): 730-737, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38682798

RESUMEN

OBJECTIVE: To compare the cost, healthcare utilization, and outcomes between skin and serum-specific IgE (sIgE) allergy testing. METHODS: This retrospective cohort study used IBM® MarketScan claims data, from which commercially insured individuals who initiated allergy testing between January 1 and December 31, 2018 with at least 12 months of enrollment data before and after index testing date were included. Cost of allergy testing per patient was estimated by testing pattern: skin only, sIgE only, or both. Multivariable linear regression was used to compare healthcare utilization and outcomes, including office visits, allergy and asthma-related prescriptions, and emergency department (ED) and urgent care (UC) visits between skin and sIgE testing at 1-year post testing (α = 0.05). RESULTS: The cohort included 168,862 patients, with a mean (SD) age of 30.8 (19.5) years; 100,666 (59.7%) were female. Over half of patients (56.4%, n = 95,179) had skin only testing, followed by 57,291 patients with sIgE only testing and 16,212 patients with both testing. The average cost of allergy testing per person in the first year was $430 (95% CI $426-433) in patients with skin only testing, $187 (95% CI $183-190) in patients with sIgE only testing, and $532 (95% CI $522-542) in patients with both testing. At 1-year follow-up post testing, there were slight increases in allergy and asthma-related prescriptions, and notable decreases in ED visits by 17.0-17.4% and in UC visits by 10.9-12.6% for all groups (all p < 0.01). Patients with sIgE-only testing had 3.2 fewer allergist/immunologist visits than patients with skin-only testing at 1-year follow-up (p < 0.001). Their healthcare utilization and outcomes were otherwise comparable. CONCLUSIONS: Allergy testing, regardless of the testing method used, is associated with decreases in ED and UC visits at 1-year follow-up. sIgE allergy testing is associated with lower testing cost and fewer allergist/immunologist visits, compared to skin testing.


Asunto(s)
Inmunoglobulina E , Revisión de Utilización de Seguros , Aceptación de la Atención de Salud , Pruebas Cutáneas , Humanos , Masculino , Femenino , Estudios Retrospectivos , Adulto , Inmunoglobulina E/sangre , Aceptación de la Atención de Salud/estadística & datos numéricos , Persona de Mediana Edad , Adolescente , Adulto Joven , Servicio de Urgencia en Hospital/estadística & datos numéricos , Hipersensibilidad/diagnóstico , Niño , Preescolar , Visita a Consultorio Médico/estadística & datos numéricos , Visita a Consultorio Médico/economía , Lactante , Atención Ambulatoria/economía , Atención Ambulatoria/estadística & datos numéricos
2.
J Eval Clin Pract ; 29(6): 887-892, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37515392

RESUMEN

RATIONALE: Video visits became more widely available during the coronavirus disease (COVID-19) pandemic. However, the ongoing role and value of video visits in care delivery and how these may have changed over time are not well understood. AIMS AND OBJECTIVES: Compare the relative complexity of in-person versus video visits during the COVID-19 pandemic and describe the complexity of video visits over time. METHODS: We used billing data for in-person and video revisits from non-behavioural health specialities with the most video visit utilisation (≥50th percentile) at a large, urban, public healthcare system from 1 January 2021 to 31 March 2022. We used current procedural terminology (CPT) codes as a proxy for information gathering and decision-making complexity and time spent on an encounter. We compared the distribution of CPT codes 99211-99215 between in-person and video visits using Fisher's exact tests. We used Spearman correlation to test for trends between proportions of CPT codes over time for video visits. RESULTS: Ten specialities (adult primary care, paediatrics, adult dermatology, bariatric surgery, paediatric endocrinology, obstetrics and gynaecologist, adult haematology/oncology, paediatric allergy/immunology, paediatric gastroenterology, and paediatric pulmonology) met inclusion criteria. For each speciality, proportions of each CPT code for in-person visits and for video visits varied significantly, and patterns of variation differed by speciality. For example, in adult primary care, video visits had smaller proportions of moderate/high complexity visits (99214 and 99215) and greater proportions of lower complexity visits (99211-99213) compared with in-person visits (p < 0.001), but in paediatric endocrinology, the opposite was seen (p < 0.001). Trends in CPT codes over time for video visits in each speciality were also mixed. CONCLUSION: In-person and video visits had differing proportions of complexity codes (typically skewing towards lower complexity for video visits). The complexity of video visits changed over time in many specialities. Observed patterns for both phenomena varied by speciality.


Asunto(s)
COVID-19 , Tabla de Aranceles , Pandemias , Telemedicina , Telemedicina/economía , COVID-19/epidemiología , COVID-19/prevención & control , Visita a Consultorio Médico/economía , Pandemias/prevención & control , Current Procedural Terminology , Control de Enfermedades Transmisibles , Humanos , Atención a la Salud/economía
4.
J Gen Intern Med ; 38(9): 2082-2090, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36781580

RESUMEN

BACKGROUND: Attention-deficit hyperactivity disorder is a common disorder that affects both children and adults. However, for adults, little is known about ADHD-attributable medical expenditures. OBJECTIVE: To estimate the medical expenditures associated with ADHD, stratified by age, in the US adult population. DESIGN: Using a two-part model, we analyzed data from Medical Expenditure Panel Survey for 2015 to 2019. The first part of the model predicts the probability that individuals incurred any medical costs during the calendar year using a logit model. The second part of the model estimates the medical expenditures for individuals who incurred any medical expenses in the calendar year using a generalized linear model. Covariates included age, sex, race/ethnicity, geographic region, Charlson comorbidity index, insurance, asthma, anxiety, and mood disorders. PARTICIPANTS: Adults (18 +) who participated in the Medical Expenditure Panel Survey from 2015 to 2019 (N = 83,776). MAIN MEASURES: Overall and service specific direct ADHD-attributable medical expenditures. KEY RESULTS: A total of 1206 participants (1.44%) were classified as having ADHD. The estimated incremental costs of ADHD in adults were $2591.06 per person, amounting to $8.29 billion nationally. Significant adjusted incremental costs were prescription medication ($1347.06; 95% CI: $990.69-$1625.93), which accounted for the largest portion of total costs, and office-based visits ($724.86; 95% CI: $177.75-$1528.62). The adjusted incremental costs for outpatient visits, inpatient visits, emergency room visits, and home health visits were not significantly different. Among older adults (31 +), the incremental cost of ADHD was $2623.48, while in young adults (18-30), the incremental cost was $1856.66. CONCLUSIONS: The average medical expenditures for adults with ADHD in the US were substantially higher than those without ADHD and the incremental costs were higher in older adults (31 +) than younger adults (18-30). Future research is needed to understand the increasing trend in ADHD attributable cost.


Asunto(s)
Trastorno por Déficit de Atención con Hiperactividad , Gastos en Salud , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Adulto Joven , Factores de Edad , Trastorno por Déficit de Atención con Hiperactividad/economía , Trastorno por Déficit de Atención con Hiperactividad/epidemiología , Trastorno por Déficit de Atención con Hiperactividad/terapia , Gastos en Salud/estadística & datos numéricos , Visita a Consultorio Médico/economía , Medicamentos bajo Prescripción/economía , Estados Unidos/epidemiología
5.
Contact Dermatitis ; 86(2): 107-112, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-34773262

RESUMEN

BACKGROUND: Dyshidrotic eczema (DE) is a common form of eczema affecting the hands, feet, or both areas. To date, there has been little research examining demographics and cost burden associated with this disease. OBJECTIVE: This study seeks to characterize the demographics of patients affected and the direct costs of care associated with DE. METHODS: This is a retrospective analysis utilizing insurance claim information from IBM MarketScan. Pertinent data including demographic information, healthcare provider type, medications prescribed, and average cost of care were identified using the ICD 10 code L30.1 for DE for the year 2018. RESULTS: In 2018, 34 932 patients filed claims for DE, with 61% female and an average age of 37 years at first diagnosis. DE was mostly seen in employees from the service industry and the manufacturing of durable goods. The total annual direct cost was US $11 738 985. Average annual costs, however, did vary based on type of treating healthcare provider, level of care, and medications prescribed. CONCLUSIONS: Patients with DE can face an economic burden due to their disease and providers should aim to recognize this disease and its treatments to minimize healthcare costs for patients and improve quality of life.


Asunto(s)
Costo de Enfermedad , Eccema Dishidrótico/economía , Eccema Dishidrótico/epidemiología , Costos de la Atención en Salud , Adolescente , Adulto , Instituciones de Atención Ambulatoria/economía , Niño , Preescolar , Costos Directos de Servicios , Costos de los Medicamentos , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Visita a Consultorio Médico/economía , Estudios Retrospectivos , Adulto Joven
6.
J Manag Care Spec Pharm ; 28(2): 180-187, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-34726498

RESUMEN

BACKGROUND: Rising health care spending has sparked new efforts to constrain health care expenditures. OBJECTIVE: To explore how health care spending is distributed across consumers and how utilization patterns compare across health care resource expenditures (eg, hospital, outpatient care). METHODS: Using the IQVIA PharMetrics Plus database, we conducted a retrospective claims analysis for the 2018 plan year to examine commercial health care spending and utilization across 5 settings of care: ambulatory services, inpatient services, office visits, pharmacy services, and additional services. RESULTS: Consistent with findings from previous analyses of total health spending, total health care spending for a large commercially insured population was largely concentrated within a small population of high-intensity consumers. These patterns persist when looking at individual segments of spending, including spending on prescription drugs and inpatient and ambulatory services. Inpatient spending was the most concentrated, with 97% of spending occurring within the top tenth percentile of patients. CONCLUSIONS: Our findings suggest that health care spending for commercial plans is predominantly concentrated within a small population of high-intensity consumers across all settings of care. Curbing rising health care spending will require systemwide evaluation of the value of spending within and across settings of care for a subset of high-resource-use patients. This is particularly important for health care settings with the highest concentration of spending, including inpatient care. DISCLOSURES: This study was funded by the National Pharmaceutical Council (NPC). Ciarametaro, Buelt, and Dubois are employed by the NPC. Kleinrock and Campbell are employed by IQVIA, which was contracted by the NPC for data analysis.


Asunto(s)
Gastos en Salud/estadística & datos numéricos , Seguro de Salud/economía , Atención Ambulatoria/economía , Humanos , Pacientes Internos/estadística & datos numéricos , Revisión de Utilización de Seguros , Visita a Consultorio Médico/economía , Servicios Farmacéuticos/economía , Estudios Retrospectivos , Estados Unidos
7.
Ophthalmic Epidemiol ; 29(6): 613-620, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-34895007

RESUMEN

PURPOSE: To explore individual and community factors associated with adherence to physician recommended urgent eye visits via a tele-triage system during the COVID-19 pandemic. METHOD: We retrospectively reviewed acute visit requests and medical exam data between April 6, 2020 and June 6, 2020. Patient demographics and adherence to visit were examined. Census tract level community characteristics from the U.S. Census Bureau and zip code level COVID-19 related death data from the Cook County Medical Examiner's Office were appended to each geocoded patient address. Descriptive statistics, t-tests, and logistic regression analyses were performed to explore the effects of individual and community variables on adherence to visit. RESULTS: Of 229 patients recommended an urgent visit, 216 had matching criteria on chart review, and 192 (88.9%) adhered to their visit. No difference in adherence was found based on individual characteristics including: age (p = .24), gender (p = .94), race (p = .56), insurance (p = .28), nor new versus established patient status (p = .20). However, individuals who did not adhere were more likely to reside in neighborhoods with a greater proportion of Blacks (59.4% vs. 33.4%; p = .03), greater unemployment rates (17.5% vs. 10.7%; p < .01), and greater cumulative deaths from COVID-19 (56 vs. 31; p = .01). Unemployment rate continued to be statistically significant after controlling for race and cumulative deaths from COVID-19 (p = .04). CONCLUSION: We found that as community unemployment rate increases, adherence to urgent eye visits decreases, after controlling for relevant neighborhood characteristics. Unemployment rates were highest in predominantly Black neighborhoods early in the pandemic, which may have contributed to existing racial disparities in eye care.


Asunto(s)
COVID-19 , Ojo , Visita a Consultorio Médico , Oftalmología , Cooperación del Paciente , Humanos , COVID-19/epidemiología , Pandemias , Características de la Residencia/estadística & datos numéricos , Estudios Retrospectivos , Cooperación del Paciente/etnología , Cooperación del Paciente/estadística & datos numéricos , Triaje/métodos , Telemedicina/métodos , Disparidades en Atención de Salud/economía , Disparidades en Atención de Salud/etnología , Disparidades en Atención de Salud/estadística & datos numéricos , Visita a Consultorio Médico/economía , Visita a Consultorio Médico/estadística & datos numéricos , Oftalmología/estadística & datos numéricos , Desempleo/estadística & datos numéricos , Examen Físico/economía , Examen Físico/estadística & datos numéricos
12.
Br J Surg ; 108(5): 554-565, 2021 05 27.
Artículo en Inglés | MEDLINE | ID: mdl-34043776

RESUMEN

BACKGROUND: Bariatric surgery can be effective in weight reduction and diabetes remission in some patients, but is expensive. The costs of bariatric surgery in patients with obesity and type 2 diabetes mellitus (T2DM) were explored here. METHODS: Population-based retrospectively gathered data on patients with obesity and T2DM from the Hong Kong Hospital Authority (2006-2017) were evaluated. Direct medical costs from baseline up to 60 months were calculated based on the frequency of healthcare service utilization and dispensing of diabetes medication. Charlson Co-morbidity Index (CCI) scores and co-morbidity rates were measured to compare changes in co-morbidities between surgically treated and control groups over 5 years. One-to-five propensity score matching was applied. RESULTS: Overall, 401 eligible surgical patients were matched with 1894 non-surgical patients. Direct medical costs were much higher for surgical than non-surgical patients in the index year (€36 752 and €5788 respectively; P < 0·001) mainly owing to the bariatric procedure. The 5-year cumulative costs incurred by surgical patients were also higher (€54 135 versus €28 603; P < 0·001). Although patients who had bariatric surgery had more visits to outpatient and allied health professionals than those who did not across the 5-year period, surgical patients had shorter length of stay in hospitals than non-surgical patients in year 2-5. Surgical patients had significantly better CCI scores than controls after the baseline measurement (mean 3·82 versus 4·38 at 5 years; P = 0·016). Costs of glucose-lowering medications were similar between two groups, except that surgical patients had significantly lower costs of glucose-lowering medications in year 2 (€973 versus €1395; P = 0.012). CONCLUSION: Bariatric surgery in obese patients with T2DM is expensive, but leads to an improved co-morbidity profile, and reduced length of hospitalization.


Asunto(s)
Cirugía Bariátrica/economía , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Obesidad/economía , Atención Ambulatoria/economía , Atención Ambulatoria/estadística & datos numéricos , Estudios de Casos y Controles , Comorbilidad , Diabetes Mellitus Tipo 2/economía , Servicio de Urgencia en Hospital/economía , Servicio de Urgencia en Hospital/estadística & datos numéricos , Femenino , Hong Kong/epidemiología , Humanos , Hipoglucemiantes/economía , Hipoglucemiantes/uso terapéutico , Tiempo de Internación/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Obesidad/cirugía , Visita a Consultorio Médico/economía , Visita a Consultorio Médico/estadística & datos numéricos , Estudios Retrospectivos
14.
Medicine (Baltimore) ; 100(20): e25998, 2021 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-34011094

RESUMEN

ABSTRACT: To examine the impact of inadequate health insurance coverage on physician utilization among older adults using a novel quasi-experimental design in the time period following the elimination of cost sharing for most preventative services under the US Affordable Care Act of 2010.The Medical Expenditure Panel Survey full year consolidated data files for the period 2010 to 2017 were used to construct a pooled cross-sectional dataset of adults aged 60 to 70. Regression discontinuity design was used to estimate the impact of transitioning between non-Medicare and Medicare plans on use of routine office-based physician visits and emergency room visits.For the overall population, gaining access to Medicare at age 65 is associated with a higher propensity to make routine office-based visits (2.94 percentage points [pp]; P < .01) and lower out-of-pocket costs (-23.86 pp; P < .01) Similarly, disenrollment from non-Medicare insurance plans at age 66 was associated with more routine office-based visits (3.01 pp; P < .01) and less out-of-pocket costs (-8.09 pp; P < .10). However, some minority groups reported no changes in visits and out-of-pocket costs or reported an increased propensity to make emergency department visits.Enrollment into Medicare from non-Medicare insurance plans was associated with increased use of routine office-based services and lower out-of-pocket costs. However, some subgroups reported no changes in routine visits or costs or an increased propensity to make emergency department visits. These findings suggest other nonfinancial, structural barriers may exist that limit patient's ability to access routine services.


Asunto(s)
Cobertura del Seguro/estadística & datos numéricos , Medicare/estadística & datos numéricos , Aceptación de la Atención de Salud/estadística & datos numéricos , Patient Protection and Affordable Care Act/legislación & jurisprudencia , Anciano , Seguro de Costos Compartidos/economía , Seguro de Costos Compartidos/legislación & jurisprudencia , Seguro de Costos Compartidos/estadística & datos numéricos , Femenino , Gastos en Salud/estadística & datos numéricos , Humanos , Cobertura del Seguro/economía , Masculino , Medicare/economía , Persona de Mediana Edad , Grupos Minoritarios/estadística & datos numéricos , Ensayos Clínicos Controlados no Aleatorios como Asunto , Visita a Consultorio Médico/economía , Visita a Consultorio Médico/estadística & datos numéricos , Patient Protection and Affordable Care Act/economía , Estados Unidos
16.
Urology ; 153: 35-41, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33450281

RESUMEN

OBJECTIVE: To evaluate patient satisfaction with telemedicine appointments as an alternative to in-person appointments at an Andrology-focused academic urology practice during the coronavirus disease 2019 pandemic. METHODS: Between March and June 2020, all appointments at the practice of a single Andrology-focused academic urologist were conducted by telephone. Consecutive patients were contacted by telephone following their appointment to complete a telephone questionnaire. Baseline demographic information was obtained, and perceptions regarding telephone appointments were assessed using a Likert scale. RESULTS: Ninety-six patients completed the telephone questionnaire. Median age was 48.5 years (interquartile range 37.3-62.8 years) with 55 of 96 (57.3%) of the appointments Andrology-focused. Mean distance of residence from the hospital was 8.4 km (interquartile range 4.7-25.2 km). Only 9 of 96 (9.3%) of the patients felt that the telephone format did not adequately address their needs. However, 26 of 96 (27.1%) of patients said they would prefer an in-person appointment. On multivariable analysis adjusting for age, gender, presenting complaint, type of appointment, education level, and employment status, no factors were associated with feeling that the telephone appointment adequately addressed needs or preference for an in-person appointment in the future. CONCLUSION: Patients were generally satisfied with telephone appointments as an alternative to in-person appointments during the coronavirus disease 2019 pandemic. Nonetheless, a substantial portion of patients said they would prefer in-person appointments in the future.


Asunto(s)
COVID-19/prevención & control , Visita a Consultorio Médico , Prioridad del Paciente/estadística & datos numéricos , Telemedicina , Urología/estadística & datos numéricos , Adulto , Andrología , Empleo , Femenino , Enfermedades Urogenitales Femeninas/terapia , Humanos , Masculino , Enfermedades Urogenitales Masculinas/terapia , Persona de Mediana Edad , Visita a Consultorio Médico/economía , SARS-CoV-2 , Encuestas y Cuestionarios , Teléfono
18.
J Pediatr Orthop ; 41(4): 209-215, 2021 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-33492040

RESUMEN

BACKGROUND: The aim was to describe the introduction and operation of a virtual developmental dysplasia of the hip (DDH) clinic. Our secondary objectives were to provide an overview of DDH referral reasons, treatment outcomes, and adverse events associated with it. METHODS: A prospective observational study involving all patients referred to the virtual DDH clinic was conducted. The clinic consultant delivered with 2 DDH clinical nurse specialists (CNS). The outcomes following virtual review include further virtual review, CNS review, consultant review or discharge. Treatment options include surveillance, brace therapy, or surgery. Efficiency and cost analysis were assessed. RESULTS: Over the 3.5-year study period, 1002 patients were reviewed, of which 743 (74.2%) were female. The median age at time of referral was 7 months, (interquartile range of 5 to 11) with a median time to treatment decision of 9 days. Median waiting times from referral to treatment decision was reduced by over 70%. There were 639 virtual reviews, 186 CNS reviews, and 144 consultant reviews. The direct discharge rate was 24%. One hundred one patients (10%) had dislocated or subluxed hips at initial visit while 26.3% had radiographically normal hips. Over the study period 704 face to face (F2F) visits were avoided. Cost reductions of €170 were achieved per patient, with €588,804 achieved in total. Eighteen parents (1.8%) opted for F2F instead of virtual review. There were no unscheduled rereferrals or recorded adverse events. CONCLUSION: We report the outcomes of the first prospective virtual DDH clinic. This clinic has demonstrated efficiency and cost-effectiveness, without reported adverse outcomes to date. It is an option to provide consultant delivered DDH care, while reducing F2F consults. LEVEL OF EVIDENCE: Level III.


Asunto(s)
Atención Ambulatoria/métodos , Luxación Congénita de la Cadera/diagnóstico por imagen , Luxación Congénita de la Cadera/terapia , Telemedicina/estadística & datos numéricos , Atención Ambulatoria/economía , Atención Ambulatoria/organización & administración , Tirantes , Ahorro de Costo/estadística & datos numéricos , Femenino , Costos de la Atención en Salud/estadística & datos numéricos , Humanos , Lactante , Masculino , Enfermeras Clínicas/organización & administración , Visita a Consultorio Médico/economía , Visita a Consultorio Médico/estadística & datos numéricos , Alta del Paciente/estadística & datos numéricos , Estudios Prospectivos , Derivación y Consulta/estadística & datos numéricos , Telemedicina/economía , Telemedicina/organización & administración , Tiempo de Tratamiento , Resultado del Tratamiento , Espera Vigilante
19.
Can J Cardiol ; 37(1): 66-76, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32738207

RESUMEN

BACKGROUND: We assessed the impact of optimal dyslipidemia control on mortality and costs in adults at high risk for cardiovascular disease (HRCVD). METHODS: We linked Alberta health databases to identify patients aged ≥ 18 years with HRCVD between April 2012 and March 2017. The first HRCVD event was considered the index event. Patients were categorized into (1) optimal control and (2) suboptimal control of dyslipidemia based on biomarkers and lipid-lowering therapy during the year post-index event. We measured the association between optimal dyslipidemia control and mortality and health care costs using difference-in-difference and propensity score-matching methods. RESULTS: The study included 459,739 patients with HRCVD (43,776 [9.5%] optimal patients). The optimal patients were older (median age = 62 vs 55 years; P < 0.001), included fewer female patients (37.7% vs 52%; P < 0.001), and featured a higher proportion of secondary prevention patients (15.7% vs 1.7%; P < 0.001). Compared with suboptimal patients, the optimal patients had lower adjusted mortality (0.7% vs 1.9% at 1-year and 2.9% vs 5.1% at 3-year post-index event; both P < 0.001), and higher adjusted health care costs (CA$3758 and CA$6844 at 1-year and 3-year post-index event, respectively; both P < 0.001). Among the secondary prevention group, the optimal patients had lower adjusted mortality (2.4% and 5% absolute reduction at 1-year and 3-year post-index event, respectively; both P < 0.001) at no additional costs. The results were robust across 5 definitions of optimal dyslipidemia control. CONCLUSIONS: Patients with optimal dyslipidemia control have lower mortality and incur modestly higher costs. However, secondary prevention patients experience lower mortality at no additional costs.


Asunto(s)
Enfermedades Cardiovasculares/mortalidad , LDL-Colesterol/sangre , Dislipidemias/tratamiento farmacológico , Hipolipemiantes/uso terapéutico , Adolescente , Adulto , Anciano , Alberta/epidemiología , Atención Ambulatoria/economía , Atención Ambulatoria/estadística & datos numéricos , Biomarcadores/sangre , Estudios de Cohortes , Dislipidemias/sangre , Femenino , Costos de la Atención en Salud , Hospitalización/economía , Hospitalización/estadística & datos numéricos , Humanos , Masculino , Persona de Mediana Edad , Visita a Consultorio Médico/economía , Visita a Consultorio Médico/estadística & datos numéricos , Prevención Secundaria , Adulto Joven
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