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BACKGROUND: Diabetes is a major public health issue. Because lifetime risk, life expectancy, and years of life lost are meaningful metrics for clinical decision making, we aimed to estimate these measures for type 2 diabetes in the high-income setting. METHODS: For this multinational, population-based study, we sourced data from 24 databases for 23 jurisdictions (either whole countries or regions of a country): Australia; Austria; Canada; Denmark; Finland; France; Germany; Hong Kong; Hungary; Israel; Italy; Japan; Latvia; Lithuania; the Netherlands; Norway; Scotland; Singapore; South Korea; Spain; Taiwan; the UK; and the USA. Our main outcomes were lifetime risk of type 2 diabetes, life expectancy in people with and without type 2 diabetes, and years of life lost to type 2 diabetes. We modelled the incidence and mortality of type 2 diabetes in people with and without type 2 diabetes in sex-stratified, age-adjusted, and calendar year-adjusted Poisson models for each jurisdiction. Using incidence and mortality, we constructed life tables for people of both sexes aged 20-100 years for each jurisdiction and at two timepoints 5 years apart in the period 2005-19 where possible. Life expectancy from a given age was computed as the area under the survival curves and lifetime lost was calculated as the difference between the expected lifetime of people with versus without type 2 diabetes at a given age. Lifetime risk was calculated as the proportion of each cohort who developed type 2 diabetes between the ages of 20 years and 100 years. We estimated 95% CIs using parametric bootstrapping. FINDINGS: Across all study cohorts from the 23 jurisdictions (total person-years 1 577 234 194), there were 5 119 585 incident cases of type 2 diabetes, 4 007 064 deaths in those with type 2 diabetes, and 11 854 043 deaths in those without type 2 diabetes. The lifetime risk of type 2 diabetes ranged from 16·3% (95% CI 15·6-17·0) for Scottish women to 59·6% (58·5-60·8) for Singaporean men. Lifetime risk declined with time in 11 of the 15 jurisdictions for which two timepoints were studied. Among people with type 2 diabetes, the highest life expectancies were found for both sexes in Japan in 2017-18, where life expectancy at age 20 years was 59·2 years (95% CI 59·2-59·3) for men and 64·1 years (64·0-64·2) for women. The lowest life expectancy at age 20 years with type 2 diabetes was observed in 2013-14 in Lithuania (43·7 years [42·7-44·6]) for men and in 2010-11 in Latvia (54·2 years [53·4-54·9]) for women. Life expectancy in people with type 2 diabetes increased with time for both sexes in all jurisdictions, except for Spain and Scotland. The life expectancy gap between those with and without type 2 diabetes declined substantially in Latvia from 2010-11 to 2015-16 and in the USA from 2009-10 to 2014-15. Years of life lost to type 2 diabetes ranged from 2·5 years (Latvia; 2015-16) to 12·9 years (Israel Clalit Health Services; 2015-16) for 20-year-old men and from 3·1 years (Finland; 2011-12) to 11·2 years (Israel Clalit Health Services; 2010-11 and 2015-16) for 20-year-old women. With time, the expected number of years of life lost to type 2 diabetes decreased in some jurisdictions and increased in others. The greatest decrease in years of life lost to type 2 diabetes occurred in the USA between 2009-10 and 2014-15 for 20-year-old men (a decrease of 2·7 years). INTERPRETATION: Despite declining lifetime risk and improvements in life expectancy for those with type 2 diabetes in many high-income jurisdictions, the burden of type 2 diabetes remains substantial. Public health strategies might benefit from tailored approaches to continue to improve health outcomes for people with diabetes. FUNDING: US Centers for Disease Control and Prevention and Diabetes Australia.
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Diabetes Mellitus Tipo 2 , Masculino , Femenino , Humanos , Adulto Joven , Adulto , Diabetes Mellitus Tipo 2/epidemiología , Esperanza de Vida , Australia , Renta , IncidenciaRESUMEN
BACKGROUND: Population-level trends in mortality among people with diabetes are inadequately described. We aimed to examine the magnitude and trends in excess all-cause mortality in people with diabetes. METHODS: In this retrospective, multicountry analysis, we collected aggregate data from 19 data sources in 16 high-income countries or jurisdictions (in six data sources in Asia, eight in Europe, one from Australia, and four from North America) for the period from Jan 1, 1995, to Dec 31, 2016, (or a subset of this period) on all-cause mortality in people with diagnosed total or type 2 diabetes. We collected data from administrative sources, health insurance records, registries, and a health survey. We estimated excess mortality using the standardised mortality ratio (SMR). FINDINGS: In our dataset, there were approximately 21 million deaths during 0·5 billion person-years of follow-up among people with diagnosed diabetes. 17 of 19 data sources showed decreases in the age-standardised and sex-standardised mortality in people with diabetes, among which the annual percentage change in mortality ranged from -0·5% (95% CI -0·7 to -0·3) in Hungary to -4·2% (-4·3 to -4·1) in Hong Kong. The largest decreases in mortality were observed in east and southeast Asia, with a change of -4·2% (95% CI -4·3 to -4·1) in Hong Kong, -4·0% (-4·8 to -3·2) in South Korea, -3·5% (-4·0 to -3·0) in Taiwan, and -3·6% (-4·2 to -2·9) in Singapore. The annual estimated change in SMR between people with and without diabetes ranged from -3·0% (95% CI -3·0 to -2·9; US Medicare) to 1·6% (1·4 to 1·7; Lombardy, Italy). Among the 17 data sources with decreasing mortality among people with diabetes, we found a significant SMR increase in five data sources, no significant SMR change in four data sources, and a significant SMR decrease in eight data sources. INTERPRETATION: All-cause mortality in diabetes has decreased in most of the high-income countries we assessed. In eight of 19 data sources analysed, mortality decreased more rapidly in people with diabetes than in those without diabetes. Further longevity gains will require continued improvement in prevention and management of diabetes. FUNDING: US Centers for Disease Control and Prevention, Diabetes Australia Research Program, and Victoria State Government Operational Infrastructure Support Program.
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Diabetes Mellitus Tipo 2 , Anciano , Humanos , Renta , Programas Nacionales de Salud , Sistema de Registros , Estudios RetrospectivosRESUMEN
BACKGROUND: Diabetes prevalence is increasing in most places in the world, but prevalence is affected by both risk of developing diabetes and survival of those with diabetes. Diabetes incidence is a better metric to understand the trends in population risk of diabetes. Using a multicountry analysis, we aimed to ascertain whether the incidence of clinically diagnosed diabetes has changed over time. METHODS: In this multicountry data analysis, we assembled aggregated data describing trends in diagnosed total or type 2 diabetes incidence from 24 population-based data sources in 21 countries or jurisdictions. Data were from administrative sources, health insurance records, registries, and a health survey. We modelled incidence rates with Poisson regression, using age and calendar time (1995-2018) as variables, describing the effects with restricted cubic splines with six knots for age and calendar time. FINDINGS: Our data included about 22 million diabetes diagnoses from 5 billion person-years of follow-up. Data were from 19 high-income and two middle-income countries or jurisdictions. 23 data sources had data from 2010 onwards, among which 19 had a downward or stable trend, with an annual estimated change in incidence ranging from -1·1% to -10·8%. Among the four data sources with an increasing trend from 2010 onwards, the annual estimated change ranged from 0·9% to 5·6%. The findings were robust to sensitivity analyses excluding data sources in which the data quality was lower and were consistent in analyses stratified by different diabetes definitions. INTERPRETATION: The incidence of diagnosed diabetes is stabilising or declining in many high-income countries. The reasons for the declines in the incidence of diagnosed diabetes warrant further investigation with appropriate data sources. FUNDING: US Centers for Disease Control and Prevention, Diabetes Australia Research Program, and Victoria State Government Operational Infrastructure Support Program.
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Agregación de Datos , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/economía , Salud Global/tendencias , Renta/tendencias , Internacionalidad , Diabetes Mellitus Tipo 2/epidemiología , Humanos , IncidenciaRESUMEN
Background: Agreements between payers and pharmaceutical/medical device companies are widely implemented to address financial and clinical uncertainties. We analyzed the main characteristics of these agreements in Israel from 2011-2018.Research design and methods: We reviewed all agreements implemented during the study period. Information regarding the type of agreement, therapeutic indications, its time frame and the total budget involved are presented.Results: A total of 56 agreements were signed since 2011, of which 53 (95%) were financial-based and 50 (89%) referred to pharmaceuticals. The annual number of agreements increased from one in 2011 to 21 in 2018. The main therapeutic areas covered were: oncology (41%), hepatitis C (16%), neurology (11%), respiratory (9%), and cardiovascular (7%). The proportion of the annual budget allocated subject to these agreements increased accordingly from 3% in 2011 to 73% in 2018. The majority (63%) of the agreements were signed for 5 years, 9% were shorter-term and 20% have no time-limit. In 14 (44%) of the financial-based agreements implemented through 2017, the actual utilization exceeded the pre-specified threshold and the companies reimbursed the health-plans accordingly.Conclusions: The number of agreements and the allocated budget subject to these agreements increased substantially in recent years. Most agreements are financial-based that, in many cases, shifted the short-term financial risk from health-plans to the industry.
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Industria Farmacéutica/organización & administración , Accesibilidad a los Servicios de Salud/economía , Programas Nacionales de Salud/organización & administración , Prorrateo de Riesgo Financiero/organización & administración , Presupuestos , Industria Farmacéutica/economía , Servicios de Salud/economía , Humanos , Israel , Programas Nacionales de Salud/economía , Mecanismo de Reembolso/economía , Prorrateo de Riesgo Financiero/economía , IncertidumbreRESUMEN
PRéCIS:: A 15-year analysis of 198,843 visual field (VF) tests revealed a growing trend for their performance for nonglaucoma indications. Adherence to glaucoma management guidelines was suboptimal. Guidelines for referral to VF assessments should be established. PURPOSE: The purpose of this study was to identify trends in VF assessments over 15 years among patients with and without suspected or confirmed glaucoma, in a large healthcare maintenance organization. METHODS: This was a population-based retrospective cohort study, conducted by means of electronic medical database analyses. STUDY POPULATION: Maccabi Healthcare Services is an healthcare maintenance organization that insures 2 million members constituting 25% of the population. All members who underwent at least 1 VF test between January 2000 and December 2014 were included. In addition, all members with glaucoma or suspected glaucoma diagnosis or who were prescribed with antiglaucoma medications were evaluated. MAIN OUTCOME MEASURES: VF performance rates. RESULTS: A total of 93,617 Maccabi Healthcare Services members underwent 198,843 VF tests; of whom 47.9% involved patients without any glaucoma-related conditions. There was a growing trend over time toward more of those members to undergo VF tests and, by 2014, non-glaucoma-related members comprised 74.0% of new VF assessments. In contrast, 32.3% of glaucoma-related patients did not perform even 1 VF test throughout the entire study period. Although over 2 years (25.95±6.33 mo) passed between the first glaucoma-related diagnosis and first VF test, once a patient underwent the first VF test, an average once-a-year VF follow-up (0.95±0.37 annual tests) began. CONCLUSION: There is a growing trend for VF tests being apparently overused for indications other than glaucoma. Concurrently, adherence to glaucoma management guidelines on VF tests is suboptimal, leading to discernible underuse. Guidelines for VF assessments in nonglaucoma patients should be established. Adherence to existing glaucoma management guidelines should be improved.
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Glaucoma/diagnóstico , Glaucoma/epidemiología , Utilización de Procedimientos y Técnicas/estadística & datos numéricos , Pruebas del Campo Visual/estadística & datos numéricos , Campos Visuales/fisiología , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Registros Electrónicos de Salud/estadística & datos numéricos , Femenino , Estudios de Seguimiento , Sistemas Prepagos de Salud , Humanos , Presión Intraocular , Israel/epidemiología , Masculino , Persona de Mediana Edad , Utilización de Procedimientos y Técnicas/normas , Estudios Retrospectivos , Pruebas del Campo Visual/normasRESUMEN
Importance: Previous studies have suggested that Holocaust survivors may experience different chronic comorbidities more often than the general population. However, the mortality hazard among these individuals has not been addressed. Objective: To assess the overall mortality rate and comorbidities of a cohort of Holocaust survivors compared with an age-matched control group. Design, Setting, and Participants: This cross-sectional study included all Holocaust survivors insured by Maccabi Healthcare Services in Israel who were born between 1911 and 1945 in Europe and control individuals born in Israel during the same years and insured by the same service. Data were collected from January 1, 1998, through December 31, 2017. Outcomes and Measures: Rates of morbidities and mortality rates adjusted for sex, socioeconomic status, and body mass index using logistic regression, Cox regression, and Kaplan-Meier analysis. Results: The 38â¯597 Holocaust survivors included 22â¯627 women (58.6%) and had a mean (SD) age of 81.7 (5.4) years, and the 34â¯931 individuals in the control group included 18â¯615 women (53.3%) and had a mean (SD) age of 77.7 (5.3) years. The Holocaust survivors had higher rates than control individuals of reported hypertension (32â¯038 [83.0%] vs 23â¯285 [66.7]), obesity (12â¯838 [33.3%] vs 9254 [26.5]), chronic kidney disease (11â¯929 [30.9%] vs 6927 [19.8]), cancer (11â¯369 [29.5%] vs 9721 [27.8]), dementia (6389 [16.6%] vs 3355 [9.6]), ischemic heart disease, nonmyocardial infarction (5729 [14.8%] vs 4135 [11.8]), myocardial infarction (3641 [9.4%] vs 2723 [7.8]), and osteoporotic fractures among women (6429 [28.4%] vs 4120 [22.1]). In contrast, the overall mortality rate was lower among Holocaust survivors (25.3%) compared with the control group (41.1%). After adjustment for confounders, mean age at death was significantly higher in the survivor group compared with the control group. Conclusions and Relevance: The findings showed higher rates of comorbidities and lower mortality among Holocaust survivors, which may be associated with a combination of improved health literacy and unique resilience characteristics among Holocaust survivors. More research is needed to explore the biologic and psychosocial basis for these results.
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Comorbilidad , Holocausto , Mortalidad , Enfermedades no Transmisibles/mortalidad , Anciano , Anciano de 80 o más Años , Índice de Masa Corporal , Femenino , Alfabetización en Salud , Holocausto/psicología , Holocausto/estadística & datos numéricos , Humanos , Israel/epidemiología , Masculino , Resiliencia Psicológica , Factores Socioeconómicos , Sobrevivientes/psicología , Sobrevivientes/estadística & datos numéricosRESUMEN
BACKGROUND: The salutary effects of statin therapy in patients with cardiovascular disease (CVD) are well established. Although generally considered safe, statin therapy has been reported to contribute to induction of diabetes mellitus (DM). OBJECTIVES: To assess the risk-benefit of statin therapy, prescribed for the prevention of CVD, in the development of DM. METHODS: In a population-based real-life study, the incidence of DM and CVD were assessed retrospectively among 265,414 subjects aged 40-70 years, 17.9% of whom were treated with statins. Outcomes were evaluated according to retrospectively determined baseline 10 year cardiovascular (CV) mortality risks as defined by the European Systematic COronary Risk Evaluation, statin dose-intensity regimen, and level of drug adherence. RESULTS: From 2010 to 2014, 5157 (1.9%) new cases of CVD and 11,637 (4.4%) of DM were observed. Low-intensity statin therapy with over 50% adherence was associated with increased DM incidence in patients at low or intermediate baseline CV risk, but not in patients at high CV risk. In patients at low CV risk, no CV protective benefit was obtained. The number needed to harm (NNH; incident DM) for low-intensity dose regimens with above 50% adherence was 40. In patients at intermediate and high CV risk, the number needed to treat was 125 and 29; NNH was 50 and 200, respectively. CONCLUSIONS: Prescribing low-dose statins for primary prevention of CVD is beneficial in patients at high risk and may be detrimental in patients at low CV risk. In patients with intermediate CV risk, our data support current recommendations of individualizing treatment decisions.
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Enfermedades Cardiovasculares/prevención & control , Diabetes Mellitus/inducido químicamente , Inhibidores de Hidroximetilglutaril-CoA Reductasas/efectos adversos , Adulto , Anciano , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/mortalidad , Bases de Datos Factuales , Diabetes Mellitus/epidemiología , Femenino , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Incidencia , Israel/epidemiología , Masculino , Persona de Mediana Edad , Prevención Primaria , Estudios Retrospectivos , Medición de Riesgo/métodos , Factores de Riesgo , Análisis de Supervivencia , Cumplimiento y Adherencia al Tratamiento/estadística & datos numéricosRESUMEN
PURPOSE: To evaluate the association between levonorgestrel-releasing intrauterine system (LNG-IUS) use and breast cancer (BC) risk. METHODS: A cohort of all Maccabi Healthcare Services (MHS) female members aged 40-50 years between 1/2003 and 12/2013 was used to identify LNG-IUS users as "cases," and 2 age-matched non-users as "controls." Exclusion criteria included: prior BC diagnosis, prior (5 years pre-study) and subsequent treatment with other female hormones or prophylactic tamoxifen. Invasive tumors were characterized by treatments received (chemotherapy, hormonal therapy, trastuzumab, or combination thereof). RESULTS: The analysis included 13,354 LNG-IUS users and 27,324 controls (mean age: 44.1 ± 2.6 vs. 44.9 ± 2.8 years; p < 0.0001). No significant differences in 5-year Kaplan-Meier (KM) estimates for overall BC risk or ductal carcinoma in situ occurrence were observed between groups. There was a trend towards higher risk for invasive BC in LNG-IUS users (5-year KM-estimate: 1.06% vs. 0.93%; p = 0.051). This difference stemmed primarily from the younger women (40-45 years; 0.88% vs. 0.69%, p = 0.014), whereas in older women (46-50 years), it was non-significant (1.44% vs. 1.21%; p = 0.26). Characterization of invasive BC by treatment demonstrated that LNG-IUS users had similar proportions of tumors treated with hormonal therapy, less tumors treated with trastuzumab, (7.5% vs. 14.5%) and more tumors treated with chemotherapy alone (25.8% vs. 14.9%; p = 0.041). CONCLUSIONS: In peri-menopausal women, LNG-IUS was not associated with an increased total risk of BC, although in the subgroup of women in their early 40's, it was associated with a slightly increased risk for invasive tumors.
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Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/epidemiología , Levonorgestrel/efectos adversos , Adulto , Neoplasias de la Mama/patología , Supervivencia sin Enfermedad , Femenino , Humanos , Estimación de Kaplan-Meier , Levonorgestrel/uso terapéutico , Persona de Mediana Edad , Factores de Riesgo , Tamoxifeno/uso terapéutico , Trastuzumab/uso terapéuticoRESUMEN
BACKGROUND: There is a global trend of large increases in the prevalence and incidence of Attention Deficit Hyperactivity Disorder (ADHD). This study aimed to address potential causes of these major changes. METHODS: The authors used a large cohort to analyze data employing patients' electronic medical records, with physicians' diagnosis of ADHD, including records of medication purchases. RESULTS: The prevalence of ADHD diagnoses rose twofold from 6.8% to 14.4% between 2005 and 2014 (p < 0.001), while the ratio of males to females with ADHD decreased from 2.94 in 2005 to 1.86 in 2014 (p < 0.001). The incidence increased, peaking in 2011 before declining in 2014. ADHD medication usage by children and adolescents was 3.57% in 2005 and 8.51% by 2014 (p < 0.001). CONCLUSIONS: We report a dramatic increase in the rate of ADHD diagnoses. One of the leading factors to which we attribute this increase is the physicians' and parents' changed attitude towards diagnosing attention/hyperactivity problems, with more parents appear to consider ADHD diagnosis and treatment as a means to improve their child's academic achievements, commonly with the aid of medications. This change in attitude may also be associated with the dramatic increase in female ADHD diagnosis prevalence.
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Trastorno por Déficit de Atención con Hiperactividad/epidemiología , Adolescente , Trastorno por Déficit de Atención con Hiperactividad/diagnóstico , Trastorno por Déficit de Atención con Hiperactividad/tratamiento farmacológico , Actitud del Personal de Salud , Actitud Frente a la Salud , Niño , Femenino , Humanos , Incidencia , Israel/epidemiología , Masculino , Padres/psicología , Pautas de la Práctica en Medicina , Prevalencia , Clase SocialRESUMEN
BACKGROUND: In 2012, Maccabi Healthcare Services founded Maccabi Telecare Center (MTC), a multi-disciplinary healthcare service providing telemedical care to complex chronic patients. The current paper describes the establishment and operation of the MTC center, from the identification of the need for the service, through the design of its solution elements, to outcomes in several areas of care. We analyze the effects of the program on elderly frail patients, a growing population with complex and costly needs. METHODS: Observational quasi-experimental analyses using propensity score matching was used to assess the effect of MTC's operation on utilization outcomes including direct costs. RESULTS: Results for frail elderly patients with complex chronic conditions show significant reductions in hospitalization days and hospitalization costs. MTC interventions also entailed lower overall average monthly costs in frail patients. CONCLUSION: We conclude that a proactive telehealth service for complex chronic patients using education, empowerment to self-management, and coordination of care is a cost-effective means of improving quality care and health outcomes in frail elderly patients.
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Enfermedad Crónica/rehabilitación , Anciano Frágil , Telemedicina/economía , Telemedicina/métodos , Anciano , Anciano de 80 o más Años , Costos y Análisis de Costo , Femenino , Hospitalización/economía , Humanos , Masculino , Persona de Mediana Edad , Atención Primaria de Salud/métodos , Atención Primaria de Salud/tendencias , Puntaje de PropensiónRESUMEN
BACKGROUND: Developmental dysplasia of the hip (DDH) occurs in 3-5 of 1000 live births and is associated with known risk factors. In most countries, formal practice for early detection of DDH entails the combination of risk factor identification and physical examination of the hip, while the golden standard diagnostic instrument is hip ultrasonography (US). This practice is commonly referred to as selective screening. Infants with positive US findings are treated with a Pavlik harness, a dynamic abduction splint. The objective of our study was to evaluate hip US utilization patterns in Maccabi Healthcare Services (MHS), a large health plan. METHODS: Study population: All MHS members, born between June 2011 and October 2014, who underwent at least one US before the age of 15 months. STUDY VARIABLES: Practice specialty and number of enrolled infants. Positive US result was defined as referral to an abduction splint. Cost was based on Ministry of Health price list. Chi square and correlation coefficients were employed in the statistical analysis. RESULTS: Of the 115,918 infants born during the study period, 67,491 underwent at least one hip US. Of these, 60.6% were female, mean age at performance: 2.2 months. Of those who underwent US, 625 (0.93%) were treated with a Pavlik harness: 0.24% of the male infants and 1.60% of the female infants (p < 0.001). Analysis of physician practice characteristics revealed that referral to US was significantly higher among pediatricians as compared with general practitioners (60% and 35%, respectively). Practice volume had no influence on referral rate. Direct medical costs of the 107 hip US examinations performed that led to detection of one positive case (treated by Pavlik): US$10,000. CONCLUSIONS: Current pattern of hip US utilization for early detection of DDH resembles universal screening more closely than selective screening. This can inform policy decisions as to whether a stricter selective screening or a formal move to universal screening is appropriate in Israel.
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Luxación Congénita de la Cadera/diagnóstico por imagen , Tamizaje Masivo/estadística & datos numéricos , Tamizaje Neonatal/estadística & datos numéricos , Pautas de la Práctica en Medicina/estadística & datos numéricos , Derivación y Consulta/estadística & datos numéricos , Estudios de Cohortes , Diagnóstico Precoz , Femenino , Medicina General , Costos de la Atención en Salud , Luxación Congénita de la Cadera/economía , Luxación Congénita de la Cadera/terapia , Humanos , Lactante , Recién Nacido , Israel , Masculino , Tamizaje Masivo/economía , Tamizaje Neonatal/economía , Aparatos Ortopédicos , Pediatría , Pautas de la Práctica en Medicina/economía , Derivación y Consulta/economía , Ultrasonografía/economía , Ultrasonografía/estadística & datos numéricosRESUMEN
INTRODUCTION: The aim of this study was to evaluate the direct costs of patients with diabetes ensured in a large health maintenance organization, Maccabi Health Services (MHS), in order to compare the medical costs of these patients to the medical costs of other patients insured by MHS and to assess the impact of poorly controlled diabetes on medical costs. METHODS: A retrospective analysis of patients insured in MHS during 2012 was performed. Data were extracted automatically from the electronic database. A glycated hemoglobin (HbA1c) level of >9% (75 mmol/mol) was considered to define poorly controlled diabetes, and that of <7% (53 mmol/mol) and <8% (64 mmol/mol) to define controlled diabetes for patients aged <75 and ≥75 years, respectively. Multivariate analysis analyses were done to assess factors affecting cost. RESULTS: Data on a total of 99,017 patients with diabetes were obtained from the MHS database for 2012. Of these, 54% were male and 72% were aged 45-75 years. The median annual cost of treating diabetes was 4420 cost units (CU), with hospitalization accounting for 56% of the total costs. The median annual cost per patient in the age groups 35-44 and 75-84 years was 2836 CU and 7033 CU, respectively. Differences between costs for patients with diabetes and those for patients without diabetes was 85% for the age group 45-54 years but only 24% for the age group 75-84 years. Medical costs increased similarly with age for patients with controlled diabetes and those with poorly controlled diabetes costs, as did additional co-morbidities. Costs were significantly impacted by kidney disease. The costs for patients with an HbA1c level of 8.0-8.99% (64-74 mmol/mol) and 9.0-9.99% (75-85 mmol/mol) were 5722 and 5700 CU, respectively. In a multivariate analysis the factors affecting all patients' costs were HbA1C level, male gender, chronic diseases, complications of diabetes, disease duration, and stage of kidney function. CONCLUSIONS: The direct medical costs of patients with diabetes were significantly higher than those of patients without diabetes. The main drivers of these higher costs were hospitalizations and renal function. In poorly controlled patients the effect of HbA1c on costs was limited. These findings suggest that it is cost effective to identify patients with diabetes early in the course of the disease. FUNDING: The work was sponsored by internal funds of the authors. Article processing charges for this study was funded by Novo Nordisk.
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BACKGROUND: Primary Care Health organizations, operating under universal coverage and a regulated package of benefits, compete mainly over quality of care. Monitoring, primary care clinical performance, has been repeatedly proven effective in improving the quality of care. In 2004, Maccabi Healthcare Services (MHS), the second largest Israeli HMO, launched its Performance Measurement System (PMS) based on clinical quality indicators. A unique module was built in the PMS to adjust for case mix while tailoring targets to the local units. This article presents the concept and formulas developed to adjust targets to the units' current performance, and analyze change in clinical indicators over a six year period, between sub-population groups. METHODS: Six process and intermediate outcome indicators, representing screening for breast and colorectal cancer and care for patients with diabetes and cardiovascular disease, were selected and analyzed for change over time (2003-2009) in overall performance, as well as the difference between the lowest and the highest socio-economic ranks (SERs) and Arab and non-Arab members. RESULTS: MHS demonstrated a significant improvement in the selected indicators over the years. Performance of members from low SERs and Arabs improved to a greater extent, as compared to members from high ranks and non-Arabs, respectively. CONCLUSION: The performance measurement system, with its module for tailoring of units' targets, served as a managerial vehicle for bridging existing gaps by allocating more resources to lower performing units. This concept was proven effective in improving performance while reducing disparities between diverse population groups.
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Servicios Preventivos de Salud/normas , Atención Primaria de Salud/normas , Indicadores de Calidad de la Atención de Salud , Anciano , Árabes , Femenino , Humanos , Israel , Masculino , Persona de Mediana Edad , Calidad de la Atención de Salud , Clase Social , Cobertura Universal del Seguro de SaludRESUMEN
BACKGROUND: Israel reports the world's highest IVF cycles per capita. However, clinical outcome data of these treatments are scarce. In a previous publication, we summarized IVF results among Maccabi Healthcare Services members for the years 2007-2010. The main findings included an increase in mean patients' age over the period studied, a 50 % increase in cycle numbers during this time, and a decrease in success rate (live birth) from 18.8 % in 2007 to 14.8 % in 2010. The purpose of the current publication is to summarize IVF outcome for the years 2011-2014, and to explore possible changes in the trends we reported previously. METHODS: IVF and live births data were collected from Maccabi Healthcare Services' fertility treatments registry. Analyses were conducted by treatment year and patients' age at the initiation of treatment cycles. Autologous cycles, were included (ovum donation cycles and frozen-thaw cycles were excluded). A successful cycle was defined if a live birth was recorded within 10 months of its initiation. RESULTS: In accordance with previous data for the years 2007-2010, mean patients' age continued to rise (from 36.2 in 2011 to 37.1 in 2014). In contrast to previous years, during which a continued increase in treatment cycles was recorded, we found that treatment number decreased from a peak of 9,751 in 2011 to 8,623 in 2014. Contrary to that trend, the number of patients over 40 years of age increased from 3,204 in 2011 to 3,648 in 2014. Success rate fluctuated between 14.4 % in 2014 to 16.4 % in 2013. The majority (78 %) of treatment cycles were conducted in four private medical centers. CONCLUSIONS: The decrease in treatment cycles in recent years notwithstanding, Israel is still leading the world with IVF treatments relative to population. Success rate is relatively low compared to international data. Given the steady increase in patients' mean age, and particularly, the increase in patients over 40 years of age, we maintain that the low success rate reflects a growing number of treatments that a priori have a low chance of success.
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BACKGROUND: Stroke is a leading cause of death and disability worldwide. The risk factors for stroke overlap those for cardiovascular disease. Atrial fibrillation (AF) is a particularly strong risk factor and is common, particularly in the elderly. Maccabi Healthcare Services (MHS) has maintained a vascular registry of clinical information for over 100,000 members, among them patients with heart disease and stroke. OBJECTIVES: To determine the prevalence of stroke in MHS, and whether the association of AF and stroke, along with other risk factors, in the Maccabi population is similar to that in published studies. METHODS: Data on stroke and AF patients aged 45 and older were collected from the database for the year 2010, including age, previous transient ischemic attack (TIA), body mass index (BMI), prior myocardial infarction (MI), diabetes, hypertension, anticoagulation and dyslipidemia. A cross-sectional analysis was used to estimate stroke prevalence by AF status. A case-control analysis was also performed comparing a sample of stroke and non-stroke patients. This permitted estimation of the strength of associations for atrial fibrillation and various other combinations of risk factors with stroke. RESULTS: Stroke prevalence ranged from 3.5 (females, age 45-54 years) to 74.1 (males, age 85+) per thousand in non-AF members, and from 29 (males, age 45-54) to 165 (males, age 85+) per thousand for patients with AF. AF patients had significantly more strokes than non-AF patients in all age groups. Stroke prevalence increased with age and was significantly higher in males. Multivariable analysis revealed that male gender, increasing age, AF, hypertension, diabetes, and history of TIA were highly significant risk factors for stroke. In addition, for males, dyslipidemia and prior Ml were moderately strong risk factors. CONCLUSIONS: Analysis of the MHS vascular database yielded useful information on stroke prevalence and association of known risk factors with stroke, which is consistent with the epidemiological literature elsewhere. Further analysis of health fund data could potentially provide useful information in the future.
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Fibrilación Atrial , Isquemia Encefálica , Accidente Cerebrovascular , Factores de Edad , Anciano , Anciano de 80 o más Años , Anticoagulantes/uso terapéutico , Fibrilación Atrial/complicaciones , Fibrilación Atrial/tratamiento farmacológico , Fibrilación Atrial/epidemiología , Isquemia Encefálica/epidemiología , Isquemia Encefálica/etiología , Isquemia Encefálica/prevención & control , Estudios de Casos y Controles , Servicios de Salud Comunitaria/estadística & datos numéricos , Comorbilidad , Estudios Transversales , Bases de Datos Factuales , Femenino , Humanos , Israel/epidemiología , Masculino , Persona de Mediana Edad , Prevalencia , Factores de Riesgo , Factores Sexuales , Accidente Cerebrovascular/epidemiología , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/prevención & controlRESUMEN
BACKGROUND: In primary health care systems where member's turnover is relatively low, the question, whether investment in quality of care improvement can make a business case, or is cost effective, has not been fully answered.The objectives of this study were: (1) to investigate the relationship between improvement in selected measures of diabetes (type 2) care and patients' health outcomes; and (2) to estimate the association between improvement in performance and direct medical costs. METHODS: A time series study with three quality indicators - Hemoglobin A1c (HbA1c) testing, HbA1C and LDL- cholesterol (LDL-C) control - which were analyzed in patients with diabetes, insured by a large health fund. Health outcomes measures used: hospitalization days, Emergency Department (ED) visits and mortality. Poisson, GEE and Cox regression models were employed. Covariates: age, gender and socio-economic rank. RESULTS: 96,553 adult (age >18) patients with diabetes were analyzed. The performance of the study indicators, significantly and steadily improved during the study period (2003-2009). Poor HbA1C (>9%) and inappropriate LDL-C control (>100 mg/dl) were significantly associated with number of hospitalization days. ED visits did not achieve statistical significance. Improvement in HbA1C control was associated with an annual average of 2% reduction in hospitalization days, leading to substantial reduction in tertiary costs. The Hazard ratio for mortality, associated with poor HbA1C and LDL-C, control was 1.78 and 1.17, respectively. CONCLUSION: Our study demonstrates the effect of continuous improvement in quality care indicators, on health outcomes and resource utilization, among patients with diabetes. These findings support the business case for quality, especially in healthcare systems with relatively low enrollee turnover, where providers, in the long term, could "harvest" their investments in improving quality.
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Diabetes Mellitus/economía , Diabetes Mellitus/terapia , Servicios Médicos de Urgencia/economía , Hospitalización/economía , Atención Primaria de Salud/economía , Mejoramiento de la Calidad/normas , Anciano , LDL-Colesterol/sangre , Análisis Costo-Beneficio , Servicios Médicos de Urgencia/estadística & datos numéricos , Femenino , Estudios de Seguimiento , Hemoglobina Glucada/metabolismo , Investigación sobre Servicios de Salud/economía , Hospitalización/estadística & datos numéricos , Humanos , Israel , Masculino , Persona de Mediana Edad , Evaluación de Procesos y Resultados en Atención de Salud , Atención Primaria de Salud/estadística & datos numéricos , Garantía de la Calidad de Atención de Salud , Mejoramiento de la Calidad/economía , Indicadores de Calidad de la Atención de Salud/economía , Estudios RetrospectivosRESUMEN
BACKGROUND: One of the major challenges health care systems face in modern time is treating chronic disorders. In recent years, the increasing occurrence of multiple chronic disorders (MCC) in single individuals has compounded the complexity of health care. In 2008, it was estimated that worldwide as many as one quarter of the population between the ages of sixty five to sixty nine suffered from two or more chronic conditions and this prevalence rose with age. Clinical guidelines provide guidance for management of single disorders, but not for MCC. The aim of the present study was the study of the prevalence, distribution and impact of MCC in a large Israeli health system. METHODS: We performed a cross-sectional study of MCC in the Maccabi Healthcare System (MHS), Israel's second largest healthcare service, providing care for approximately two million people. Data regarding chronic conditions was collected through electronic medical records and organizational records, as was demographic and socioeconomic data. Age and sex specific data were compared with previously published data from Scotland. RESULTS: Two thirds of the population had two or more chronic disorders. This is significantly higher than previously published rates. A correlation between patient age and number of chronic disorders was found, as was a correlation between number of chronic disorders and low socioeconomic status, with the exception of children due to a high prevalence of learning disabilities, asthma, and visual disturbances. DISCUSSION: MCC is very prevalent in the MHS population, increases with age, and except for children is more prevalent in lower socioeconomic classes, possibly due to the a combination of the structure of the Israeli universal insurance and requirements of the ministry of education for exemptions and benefits. A higher than previously reported prevalence of MCC may be due to the longtime use of use of integrated electronic medical records. CONCLUSIONS: To effectively deal with MCC health care systems must devise strategies, including but not limited to, information technologies that enable shared teamwork based on clinical guidelines which address the problem of multiple, as opposed to single chronic disorders in patients.
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BACKGROUND: Childhood and adolescent obesity constitute a significant public health concern. Family health care settings with multidisciplinary teams provide an opportunity for weight loss treatment. The objective of this study was to examine the effect of intensive treatment designed to reduce weight using a parent-child lifestyle modification intervention in a family health care clinic for obese and overweight children who had failed previous treatment attempts. METHODS: This was a practice-based 6-month intervention at Maccabi Health Care Services, an Israeli health maintenance organization, consisting of parental education, individual child consultation, and physical activity classes. We included in the intervention 100 obese or overweight children aged 5 to 14 years and their parents and 943 comparison children and their parents. Changes in body mass index z-scores, adjusted for socioeconomic status, were analyzed, with a follow-up at 14 months and a delayed follow-up at an average of 46.7 months. RESULTS: The mean z-score after the intervention was lower in the intervention group compared to the comparison group (1.74 and 1.95, respectively; P = .019). The intervention group sustained the reduction in z-score after an average of 46.7 months (P < .001). Of the overweight or obese children, 13% became normal weight after the intervention, compared with 4% of the comparison children. CONCLUSION: This multidisciplinary team treatment of children and their parents in family health care clinics positively affected measures of childhood obesity. Additional randomized trials are required to verify these findings.
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Obesidad Infantil/terapia , Adolescente , Niño , Preescolar , Medicina Familiar y Comunitaria , Relaciones Familiares , Femenino , Humanos , MasculinoRESUMEN
BACKGROUND: The incidence of metabolic syndrome (MetS), diabetes mellitus (DM), and their coexistence is increasing but whether MetS increases cardiovascular risk beyond component risk factors is controversial. DESIGN: We compared the risk of cardiovascular death, myocardial infarction, or stroke among patients with MetS, newly detected DM, established DM, or coexistent MetS and DM in the global REduction of Atherothrombosis for Continued Health (REACH) registry. METHODS: Outpatients with or at risk for atherothrombosis were recruited between 1 December 2003 and 31 December 2004 and followed up to 4 years for cardiovascular events. Risk was compared in patients with or without MetS or DM after adjustment for age, sex, risk factors, vascular disease, fasting blood glucose, therapy, and region. RESULTS: Among 44,548 REACH participants, 17,887 (40%) were without MetS or DM; 6459 had MetS (15%); 12,059 had established DM (27%); 7503 had both (17%); and 640 had newly detected DM (1%). Presence of MetS was not associated with higher cardiovascular events (12.6%, adjusted HR 0.98, 95% CI 0.89-1.08). In addition, once DM was evident, patients with coexistent MetS had similar increased risk (16.1%, adjusted HR 1.33, 95% CI 1.21-1.47) as DM alone (16.7%, adjusted HR 1.36, 95% CI 1.24-1.48). Newly detected DM was associated with increased cardiovascular risk (18.5%, adjusted HR 1.26, 95% CI 1.02-1.57), similar to longstanding DM. MetS was associated with incident DM (adjusted OR 1.94). CONCLUSIONS: In the REACH registry, presence of newly detected DM but not metabolic syndrome was associated with an increased risk of cardiovascular events.
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Aterosclerosis/epidemiología , Diabetes Mellitus/epidemiología , Síndrome Metabólico/epidemiología , Pacientes Ambulatorios , Trombosis/epidemiología , Anciano , Anciano de 80 o más Años , Aterosclerosis/diagnóstico , Aterosclerosis/mortalidad , Comorbilidad , Diabetes Mellitus/diagnóstico , Diabetes Mellitus/mortalidad , Femenino , Humanos , Incidencia , Masculino , Síndrome Metabólico/diagnóstico , Síndrome Metabólico/mortalidad , Persona de Mediana Edad , Infarto del Miocardio/diagnóstico , Infarto del Miocardio/epidemiología , Infarto del Miocardio/mortalidad , Prevalencia , Modelos de Riesgos Proporcionales , Sistema de Registros , Medición de Riesgo , Factores de Riesgo , Accidente Cerebrovascular/diagnóstico , Accidente Cerebrovascular/epidemiología , Accidente Cerebrovascular/mortalidad , Trombosis/diagnóstico , Trombosis/mortalidadRESUMEN
The Oncotype DX Recurrence Score is a validated prognosticator in oestrogen receptor positive (ER+) breast cancer. Our retrospective analysis of a prospectively defined cohort summarises the clinical implications associated with Oncotype DX testing according to the Maccabi Healthcare Services (MHS) policy. The MHS eligibility criteria for testing included ER+ N0/pN1mic invasive tumours, discussion of test implications with an oncologist, ductal carcinoma 0.6-1 cm Grade 2-3, HER2 negative ductal carcinomas with 1.1-4.0 cm Grade 1-2, or lobular carcinoma. Large (> 1 cm) Grade 3 tumours could have grade reassessed. We linked Recurrence Score results with patients' information and used chi-squared tests to assess the associations thereof. Between January 2008 and December 2011, tests were performed on 751 patients (MHS-eligible, 713); 54%, 38%, and 8% of patients had low, intermediate, and high Recurrence Score results, respectively. Recurrence Score distribution varied significantly with age (P = 0.002), with increasing Recurrence Score values with decreasing age. The proportion of patients with high Recurrence Score results varied by grade/size combination and histology, occurring in 32% of small (≤ 1 cm) Grade 3 and 3% of larger (1.1-4 cm) Grade 1 ductal tumours and only in 2% of lobular carcinomas. Chemotherapy was administered to 1%, 13%, and 61% of patients with low, intermediate, and high Recurrence Score results, respectively (P < 0.0001), but only to 2% of intermediate score patients ≥ 65 years. Luteinising-hormone-releasing hormone agonists with tamoxifen were used in 27% of low Recurrence Score patients ≤ 50 years. With a median follow-up of 26 months, no systemic recurrences were documented, whereas four patients exhibited locoregional recurrences. In summary, in this low-to-moderate risk patient population, testing identified 46% of patients as intermediate/high risk. Treatment decisions were influenced by Recurrence Score results and patients' age. The current MHS policy seems to achieve the goal of promoting chemotherapy use according to the test results in a prespecified patient population.