Cost of Type 2 Diabetes Patients with Chronic Kidney Disease Based on Real-World Data: An Observational Population-Based Study in Spain.

This study analyzed the prevalence, costs and economic impact of chronic kidney disease CKD in patients with T2D in a Spanish Health District using real-world data. Observational cross-sectional study in adult patients with T2D was through data extracted from the information systems of the Valencia Clínico-La Malvarrosa Health District in the year 2015. Patients were stratified with the KDIGO classification for CKD. Additionally, patients were assigned to Clinical Risk Groups (CRGs) according to multimorbidity. Direct costs of primary and specialized care, and medication were estimated. The prevalence of T2D in the database population (n = 28,345) was 10.8% (mean age (SD) = 67.8 years (13.9); 51.5% male). Up to 14.935 patients (52.6%) had data on kidney function. According to the KDIGO classification, 66.2% of the patients were at low risk of CKD, 20.6% at moderately increased risk, 7.9% at high risk, and 5.2% at very high risk. The average healthcare costs associated with these four risk groups were EUR 3437, EUR 4936, EUR 5899 and EUR 7389, respectively. The large number of T2D patients with CKD in the early stages of the disease generated a significant increase in direct healthcare costs. The economic impact could be mitigated by early and comprehensive therapeutic approaches.

COVID-19, Fake News, and Vaccines: Should Regulation Be Implemented?

We analysed issues concerning the establishment of compulsory vaccination against COVID-19, as well as the role of misinformation as a disincentive-especially when published by health professionals-and citizen acceptance of measures in this regard. Data from different surveys revealed a high degree of hesitation rather than outright opposition to vaccines. The most frequent complaint related to the COVID-19 vaccination was the fear of side effects. Within the Spanish and European legislative framework, both compulsory vaccination and government regulation of FN (Fake News) appear to be feasible options, counting on sufficient legal support, which could be reinforced by additional amendment. However, following current trends of good governance, policymakers must have public legitimation. Rather than compulsory COVID-19 vaccination, an approach based on education and truthful information, persuading the population of the benefits of a vaccine on a voluntary basis, is recommended. Disagreements between health professionals are positive, but they should be resolved following good practice and the procedures of the code of ethics. Furthermore, citizens do not support the involvement of government authorities in the direct control of news. Collaboration with the media and other organizations should be used instead.

Cost-utility model of brivaracetam in the adjunctive treatment of patients with epilepsy in Spain.

OBJECTIVE: This study aims to assess the cost utility of Brivaracetam compared with the third-generation anti-epileptic drugs used as standard care. METHODS: A cost utility analysis of Brivaracetam was carried out with other third-generation comparators. The treatment pathway of a hypothetical cohort over a period of 2 years was simulated using the Markov model. Data for effectiveness and the QALYs of each health status for epilepsy, as well as for the disutilities of adverse events of treatments, were analyzed through a studies review. The cost of the anti-epileptics and the use of medical resources linked to the different health statuses were taken into consideration. A probabilistic sensitivity analysis was performed using a Monte Carlo simulation. RESULTS: Brivaracetam was shown to be the dominant alternative, with Incremental Cost Utility Ratio (ICUR) values from -11,318 for Lacosamide to -128,482 for Zonisamide. The probabilistic sensitivity analysis validates these results. The ICUR sensitivity is greater for increases in the price of Brivaracetam than for decreases, and for Eslicarbizapine over the other adjunctives considered in the analysis. CONCLUSIONS: Treatment with Brivaracetam resulted in cost effective and incremental quality adjusted life years come at an acceptable cost.

Impacto de los factores de riesgo cardiovascular en el consumo de recursos en Atención Primaria según los Grupos de Riesgo Clínico / Impact of cardiovascular risk factors on the consumption of resources in Primary Care according to Clinical Risk Groups

Objetivo: Analizar en el contexto de una Zona Básica de Salud (ZBS) la prevalencia de los factores de riesgo cardiovascular (FRCV) y el impacto que generan en la morbilidad y el consumo de recursos sanitarios en la población estratificada según el sistema Clinical Risk Groups (CRG) en Atención Primaria (AP), con la finalidad de identificar la población con multimorbilidad para aplicar medidas preventivas, así como aquella que genera más carga asistencial y necesidades sociales. Diseño: Estudio observacional, de corte transversal y ámbito poblacional para una ZBS durante el año 2013. Emplazamiento: Departamento de salud de Castellón, Comunidad Valenciana (CV). Incluye asistencia ambulatoria en AP y especializada. Participantes: Todos los ciudadanos dados de alta en el Sistema de Información Poblacional (SIP), N = 32.667. Mediciones: Del sistema informatizado Abucasis obtuvimos las variables demográficas, clínicas y de consumo de recursos sanitarios. Consideramos la prevalencia de los FRCV a partir de la presencia o ausencia de los códigos diagnósticos CIE.9.MC. Se analizó la relación de los FRCV con los 9 estados de salud CRG, y se realizó un análisis predictivo con el modelo de regresión logística para evaluar la capacidad explicativa de cada variable. Además, se obtuvo mediante regresión multivariante un modelo explicativo del gasto farmaceútico ambulatorio. Resultados: La población del estado de salud CRG 4 en adelante tenía multimorbilidad. Los estados de salud CRG 7 y CRG 6 tienen mayor prevalencia de FRCV. Fue predictivo que a mayor morbilidad, mayor consumo de recursos, mediante OR superiores a la media, p < 0,05 e intervalos de confianza del 95%. Se observó que un 59,8% del gasto farmacéutico ambulatorio quedaba explicado por el sistema CRG y todos los FRCV (p < 0,05 y R2 corregido = 0,598). En cuanto al efecto de los FRCV sobre los estados de salud CRG, hubo asociación significativa (p < 0,05) para la alteración de la glucemia, dislipidemia e HTA en todos los estados CRG. Conclusiones: El estudio de los FRCV en una población estratificada mediante el sistema CRG identifica y predice dónde se genera mayor impacto en la morbilidad y consumo de recursos sanitarios. Nos permite conocer los grupos de pacientes en quienes desarrollar estrategias de prevención y cronicidad. A nivel de la práctica clínica se aporta un nuevo concepto de multimorbilidad, definido a partir del estado de salud CRG 4 en adelante

Objective: To analyze the prevalence of Cardiovascular Risk Factors (CVRF) in the context of a Basic Health Area and the impact they generate on morbidity and consumption of healthcare resources in the stratified population according to the Clinical System Risk Groups (CRG) in Primary Care, with the purpose of identifying the population with multimorbidity to apply preventive measures, as well as the one that generates the highest care burden and social needs. Design: Observational, cross-sectional and population-based study for a basic health area during 2013. Location: Department of Health 2 (Castellón), Comunidad Valenciana (CV). Includes outpatient care in Primary Care and specialized. Participants: All citizens registered in the Population Information System, N = 32,667. Measurements: From the computerized system Abucasis we obtained the demographic, clinical and consumption variables of health resources. We consider the prevalence of CVRF based on the presence or absence of the ICD.9.MC diagnostic codes. The relationship of the CVRF with the 9 CRG health states was analyzed and a predictive analysis was performed with the logistic regression model to evaluate the explanatory capacity of each variable. In addition, an explanatory model of ambulatory pharmaceutical expenditure was obtained through multivariate regression. Results: The population of health status CRG4 and above had multimorbidity. The CRG7 and 6 health states have a higher prevalence of CVRF; it was predictive that the higher the morbidity, the greater the consumption of resources through OR above the mean, p < 0.05 and the 95% confidence intervals. It was observed that 59.8% of ambulatory pharmaceutical expenditure was explained by the CRG system and all the CVRF (p < 0.05 and R2 corrected = 0.598). Regarding the effect of the CVRF on the CRG health states, there was a significant association (p < 0.05) for the alteration of blood glucose, dyslipidemia and HBP in all the CRG states. Conclusions: The study of CVRF in a stratified population using the CRG system identifies and predicts where the greatest impact on morbidity and consumption of healthcare resources is generated. It allows us to know the groups of patients where to develop prevention and chronicity strategies. At the level of clinical practice, a new concept of multimorbidity is provided, defined from the state of health CRG 4 and above

Predicting healthcare expenditure by multimorbidity groups.

OBJECTIVES: This article has two main purposes. Firstly, to model the integrated healthcare expenditure for the entire population of a health district in Spain, according to multimorbidity, using Clinical Risk Groups (CRG). Secondly, to show how the predictive model is applied to the allocation of health budgets. METHODS: The database used contains the information of 156,811 inhabitants in a Valencian Community health district in 2013. The variables were: age, sex, CRG's main health statuses, severity level, and healthcare expenditure. The two-part models were used for predicting healthcare expenditure. From the coefficients of the selected model, the relative weights of each group were calculated to set a case-mix in each health district. RESULTS: Models based on multimorbidity-related variables better explained integrated healthcare expenditure. In the first part of the two-part models, a logit model was used, while the positive costs were modelled with a log-linear OLS regression. An adjusted R2 of 46-49% between actual and predicted values was obtained. With the weights obtained by CRG, the differences found with the case-mix of each health district proved most useful for budgetary purposes. CONCLUSIONS: The expenditure models allowed improved budget allocations between health districts by taking into account morbidity, as opposed to budgeting based solely on population size.

Measurement of health-related quality by multimorbidity groups in primary health care.

BACKGROUND: Increased life expectancy in Western societies does not necessarily mean better quality of life. To improve resources management, management systems have been set up in health systems to stratify patients according to morbidity, such as Clinical Risk Groups (CRG). The main objective of this study was to evaluate the effect of multimorbidity on health-related quality of life (HRQL) in primary care. METHODS: An observational cross-sectional study, based on a representative random sample (n = 306) of adults from a health district (N = 32,667) in east Spain (Valencian Community), was conducted in 2013. Multimorbidity was measured by stratifying the population with the CRG system into nine mean health statuses (MHS). HRQL was assessed by EQ-5D dimensions and the EQ Visual Analogue Scale (EQ VAS). The effect of the CRG system, age and gender on the utility value and VAS was analysed by multiple linear regression. A predictive analysis was run by binary logistic regression with all the sample groups classified according to the CRG system into the five HRQL dimensions by taking the "healthy" group as a reference. Multivariate logistic regression studied the joint influence of the nine CRG system MHS, age and gender on the five EQ-5D dimensions. RESULTS: Of the 306 subjects, 165 were female (mean age of 53). The most affected dimension was pain/discomfort (53%), followed by anxiety/depression (42%). The EQ-5D utility value and EQ VAS progressively lowered for the MHS with higher morbidity, except for MHS 6, more affected in the five dimensions, save self-care, which exceeded MHS 7 patients who were older, and MHS 8 and 9 patients, whose condition was more serious. The CRG system alone was the variable that best explained health problems in HRQL with 17%, which rose to 21% when associated with female gender. Age explained only 4%. CONCLUSIONS: This work demonstrates that the multimorbidity groups obtained by the CRG classification system can be used as an overall indicator of HRQL. These utility values can be employed for health policy decisions based on cost-effectiveness to estimate incremental quality-adjusted life years (QALY) with routinely e-health data. Patients under 65 years with multimorbidity perceived worse HRQL than older patients or disease severity. Knowledge of multimorbidity with a stronger impact can help primary healthcare doctors to pay attention to these population groups.

[Impact of cardiovascular risk factors on the consumption of resources in Primary Care according to Clinical Risk Groups]. / Impacto de los factores de riesgo cardiovascular en el consumo de recursos en Atención Primaria según los Grupos de Riesgo Clínico.

OBJECTIVE: To analyze the prevalence of Cardiovascular Risk Factors (CVRF) in the context of a Basic Health Area and the impact they generate on morbidity and consumption of healthcare resources in the stratified population according to the Clinical System Risk Groups (CRG) in Primary Care, with the purpose of identifying the population with multimorbidity to apply preventive measures, as well as the one that generates the highest care burden and social needs. DESIGN: Observational, cross-sectional and population-based study for a basic health area during 2013. LOCATION: Department of Health 2 (Castellón), Comunidad Valenciana (CV). Includes outpatient care in Primary Care and specialized. PARTICIPANTS: All citizens registered in the Population Information System, N=32,667. MEASUREMENTS: From the computerized system Abucasis we obtained the demographic, clinical and consumption variables of health resources. We consider the prevalence of CVRF based on the presence or absence of the ICD.9.MC diagnostic codes. The relationship of the CVRF with the 9 CRG health states was analyzed and a predictive analysis was performed with the logistic regression model to evaluate the explanatory capacity of each variable. In addition, an explanatory model of ambulatory pharmaceutical expenditure was obtained through multivariate regression. RESULTS: The population of health status CRG4 and above had multimorbidity. The CRG7 and 6 health states have a higher prevalence of CVRF; it was predictive that the higher the morbidity, the greater the consumption of resources through OR above the mean, p<0.05 and the 95% confidence intervals. It was observed that 59.8% of ambulatory pharmaceutical expenditure was explained by the CRG system and all the CVRF (p<0.05 and R2 corrected=0.598). Regarding the effect of the CVRF on the CRG health states, there was a significant association (p<0.05) for the alteration of blood glucose, dyslipidemia and HBP in all the CRG states. CONCLUSIONS: The study of CVRF in a stratified population using the CRG system identifies and predicts where the greatest impact on morbidity and consumption of healthcare resources is generated. It allows us to know the groups of patients where to develop prevention and chronicity strategies. At the level of clinical practice, a new concept of multimorbidity is provided, defined from the state of health CRG 4 and above.

Cost-effectiveness analysis of the human recombinant epidermal growth factor in the management of patients with diabetic foot ulcers.

Introduction: Diabetic foot ulcers are one of the most frequent complications of diabetes; such ulcers cause an increase in the costs of the health care of the diabetic patient and can even cause disability due to amputation in the patient. Although a proportion of patients achieve a spontaneous closure of ulcers, others require medical or surgical treatment. Objective: To determine the cost-effectiveness of the intra- and perilesional application of recombinant human epidermal growth factor (rhEGF), as opposed to conventional therapy for the management of patients diagnosed with Wagner's 3 or 4 diabetic foot ulcer in Colombia. Methodology: Using a Markov model, the process of care of a diabetic patient with diagnosis of Wagner's 3 or 4 ulcer receiving conventional treatment, or intra- and perilesional rhEGF, is configured. The evaluation cycles of the treatments are weekly over a 5-year horizon and the outcomes evaluated are quality-adjusted life years (QALYs) and the number of amputations avoided by each treatment scheme, in addition to the total costs for treatments. Results: For the analysed base case, in the outcome of amputations, it was found that the factor presents 39 fewer amputations, in a cohort of 100 patients, compared with conventional treatment. Likewise, QALYs are 0.65 more with the use of rhEGF in an average patient. The estimated cost-utility ratio for the base case would be below the threshold established for Colombia. Conclusions: The intra- and perilesional application of rhEGF is a more effective therapeutic option than conventional therapy in the treatment of patients with Wagner's 3 or 4 diabetic foot ulcers and is cost-effective, taking as an outcome the QALYs for Colombia from the perspective of the health system.

[Direct hospitalization costs associated with chronic Hepatitis C in the Valencian Community in 2013]. / Costes de hospitalización aso- ciados a la hepatitis crónica C en la Comunidad Valenciana en 2013.

OBJECTIVE: Hospital costs associated with Chronic Hepatitis C (HCC) arise in the final stages of the disease. Its quantification is very helpful in order to estimate and check the burden of the disease and to make financial decisions for new antivirals. The highest costs are due to the decompensation of cirrosis. METHODS: Cross-sectional observational study of hospital costs of HCC diagnoses in the Valencian Community in 2013 (n= 4,486 hospital discharges). Information source: Minimum basic set of data/ Basic Minimum Data Set. The costs were considered according to the rates established for the DRG (Diagnosis related group) associated with the episodes with diagnosis of hepatitis C. The average survival of patients since the onset of the decom- pensation of their cirrhosis was estimated by a Markov model, according to the probabilities of evolution of the disease existing in Literatura. RESULTS: There were 4,486 hospital episodes, 1,108 due to complications of HCC, which generated 6,713 stays, readmission rate of 28.2% and mortality of 10.2%. The hospital cost amounted to 8,788,593EUR: 3,306,333EUR corresponded to Cirrhosis (5,273EUR/patient); 1,060,521EUR to Carcinoma (6,350EUR/ patient) and 2,962,873EUR to transplantation (70,544EUR/paciente. Comorbidity was 1,458,866EUR. These costs are maintai- ned for an average of 4 years once the cirrhosis decompensation begins. CONCLUSIONS: Cirrhosis due to HCC generates a very high hospitalization's costs. The methodology used in the estimation of these costs from the DRG can be very useful to evaluate the trend and economic impact of this disease.

OBJETIVO: Los costes hospitalarios asociados a la Hepatitis Crónica C (HCC) surgen en los estadíos finales de la enfermedad. Su cuantificación es de gran utilidad para estimar la carga de la enfermedad y establecer decisiones de financiación de los nuevos antivirales. Los costes más elevados son motivados por la descompensación de la cirrosis. METODOS: Estudio observacional de corte transversal de los costes hospitalarios de episodios con diagnóstico de HCC en la Comunidad Valenciana en 2013. Fuente de información: Conjunto mínimo básico de datos. Se estimaron los costes según las tarifas establecidas para los GRD (Grupos relacionados por el diagnóstico) asociados a los episodios con diagnóstico de hepatitis C. La supervivencia media de los pacientes desde que se inició la descompensación de su cirrosis se estimó mediante un modelo de Markov, según las probabilidades de evolución de la enfermedad existentes en la literatura. RESULTADOS: Se registraron 4.486 episodios de hospitalización con diagnóstico de HCC, 1.108 fueron debidos a complicaciones de la HCC que generaron 6.713 estancias, tasa de reingresos del 28,2 % y mortalidad del 10,2%. El coste hospitalario ascendió a 8.788.593EUR: 3.306.333EUR correspondieron a Cirrosis (5.273EUR/paciente); 1.060.521EUR a Carcinoma (6.350EUR/ paciente) y 2.962.873EUR a trasplante (70.544EUR/paciente). La comorbilidad por Hepatitis C supuso 1.458.866EUR. Estos costes se mantienen durante una media de 4 años una vez comienza la descompensación de la cirrosis. CONCLUSIONES: La cirrosis por HCC genera un coste muy elevado por hospitalización, la metodología utilizada en la estimación de estos costes a partir de los GRD puede ser de gran utilidad para evaluar la tendencia e impacto económico de esta enfermedad.

Correction to: Budget Impact Analysis of Brivaracetam Adjunctive Therapy for Partial-Onset Epileptic Seizures in Valencia Community, Spain.

In the original publication, the abstract, conclusion was incorrectly published.

Budget Impact Analysis of Brivaracetam Adjunctive Therapy for Partial-Onset Epileptic Seizures in Valencia Community, Spain.

BACKGROUND AND OBJECTIVE: More than 30% of patients with epilepsy have inadequate control of seizures with drug therapy. The goal of this study is to determine the budget impact (BI) of the introduction of brivaracetam to the portfolio of approved drugs in Spain as adjunctive therapy for the treatment of partial-onset epilepsy in patients over 16 years old with a 5-year time horizon in the Valencia Community, a Spanish region with a population of 5 million. METHODS: The BI model compares the pharmaceutical expenditure on antiepileptics in two scenarios: with and without brivaracetam. It assumes that the introduction and increased use of brivaracetam will lead to a proportional decrease in consumption of coexisting adjunctive antiepileptics and calculates the evolution of the consumption of brivaracetam over 5 years (2016-2020). The model was designed from the perspective of the Spanish National Health System. Data on the candidate population, consumption of antiepileptics, market share and pharmaceutical expenditure were obtained from real-world data. Finally, a sensitivity analysis was carried out on the set of variables involved in the evolution of costs using a Monte-Carlo simulation. RESULTS: The model estimates that the target population eligible for adjunctive antiepileptics will hold at around 2352 between 2016 and 2020. Annual expenditure on antiepileptics is approximately €3.6 million. The number of patients eligible for treatment with brivaracetam would increase from 42 to 179 and annual savings of 0.09-0.37% would be created, representing €41,873 over 5 years (0.23% of the total budget). The sensitivity analysis corroborates that the probability of achieving savings with brivaracetam is around 84%. CONCLUSIONS: Brivaracetam is a therapeutic alternative that allows savings for the health system in patients with non-controlled epilepsy in monotherapy, having a fixed, predictable annual cost (independent of dose) from the first day of treatment as the lack of need for titration means the patient is within a range of therapeutic doses from the first dose.

Costes de hospitalización asociados a la hepatitis crónica C en la Comunidad Valenciana en 2013 / Direct hospitalization costs associated with chronic Hepatitis C in the Valencian Community in 2013

Fundamentos. Los costes hospitalarios asociados a la Hepatitis Crónica C (HCC) surgen en los estadios finales de la enfermedad. Su cuantificación es de gran utilidad para estimar la carga de la enfermedad y establecer decisiones de financiación de los nuevos antivirales. Los costes más elevados son motivados por la descompensación de la cirrosis. Métodos. Estudio observacional de corte transversal de los costes hospitalarios de episodios con diagnóstico de HCC en la Comunidad Valenciana en 2013. Fuente de información: Conjunto mínimo básico de datos. Se estimaron los costes según las tarifas establecidas para los GRD (Grupos relacionados por el diagnóstico) asociados a los episodios con diagnóstico de hepatitis C. La supervivencia media de los pacientes desde que se inició la descompensación de su cirrosis se estimó mediante un modelo de Markov, según las probabilidades de evolución de la enfermedad existentes en la literatura. Resultados. Se registraron 4.486 episodios de hospitalización con diagnóstico de HCC, 1.108 fueron debidos a complicaciones de la HCC que generaron 6.713 estancias, tasa de reingresos del 28,2 % y mortalidad del 10,2%. El coste hospitalario ascendió a 8.788.593EUR: 3.306.333EUR correspondieron a Cirrosis (5.273EUR/paciente); 1.060.521EUR a Carcinoma (6.350EUR/ paciente) y 2.962.873EUR a trasplante (70.544EUR/paciente). La comorbilidad por Hepatitis C supuso 1.458.866EUR. Estos costes se mantienen durante una media de 4 años una vez comienza la descompensación de la cirrosis. Conclusiones. La cirrosis por HCC genera un coste muy elevado por hospitalización, la metodología utilizada en la estimación de estos costes a partir de los GRD puede ser de gran utilidad para evaluar la tendencia e impacto económico de esta enfermedad

Background. Hospital costs associated with Chronic Hepatitis C (HCC) arise in the final stages of the disease. Its quantification is very helpful in order to estimate and check the burden of the disease and to make financial decisions for new antivirals. The highest costs are due to the decompensation of cirrosis. Methods. Cross-sectional observational study of hospital costs of HCC diagnoses in the Valencian Community in 2013 (n=4,486 hospital discharges). Information source: Minimum basic set of data/ Basic Minimum Data Set. The costs were considered according to the rates established for the DRG (Diagnosis related group) associated with the episodes with diagnosis of hepatitis C. The average survival of patients since the onset of the decompensation of their cirrhosis was estimated by a Markov model, according to the probabilities of evolution of the disease existing in Literatura. Results. There were 4,486 hospital episodes, 1,108 due to complications of HCC, which generated 6,713 stays, readmission rate of 28.2% and mortality of 10.2%. The hospital cost amounted to 8,788,593EUR: 3,306,333EUR corresponded to Cirrhosis (5,273EUR/patient); 1,060,521EUR to Carcinoma (6,350EUR/ patient) and 2,962,873EUR to transplantation (70,544EUR/paciente. Comorbidity was 1,458,866EUR. These costs are maintained for an average of 4 years once the cirrhosis decompensation begins. Conclusions. Cirrhosis due to HCC generates a very high hospitalization’s costs. The methodology used in the estimation of these costs from the DRG can be very useful to evaluate the trend and economic impact of this disease

Pharmaceutical cost and multimorbidity with type 2 diabetes mellitus using electronic health record data.

BACKGROUND: The objective of the study is to estimate the frequency of multimorbidity in type 2 diabetes patients classified by health statuses in a European region and to determine the impact on pharmaceutical expenditure. METHODS: Cross-sectional study of the inhabitants of a southeastern European region with a population of 5,150,054, using data extracted from Electronic Health Records for 2012. 491,854 diabetic individuals were identified and selected through clinical codes, Clinical Risk Groups and diabetes treatment and/or blood glucose reagent strips. Patients with type 1 diabetes and gestational diabetes were excluded. All measurements were obtained at individual level. The prevalence of common chronic diseases and co-occurrence of diseases was established using factorial analysis. RESULTS: The estimated prevalence of diabetes was 9.6 %, with nearly 70 % of diabetic patients suffering from more than two comorbidities. The most frequent of these was hypertension, which for the groups of patients in Clinical Risk Groups (CRG) 6 and 7 was 84.3 % and 97.1 % respectively. Regarding age, elderly patients have more probability of suffering complications than younger people. Moreover, women suffer complications more frequently than men, except for retinopathy, which is more common in males. The highest use of insulins, oral antidiabetics (OAD) and combinations was found in diabetic patients who also suffered cardiovascular disease and neoplasms. The average cost for insulin was 153€ and that of OADs 306€. Regarding total pharmaceutical cost, the greatest consumers were patients with comorbidities of respiratory illness and neoplasms, with respective average costs of 2,034.2€ and 1,886.9€. CONCLUSIONS: Diabetes is characterized by the co-occurrence of other diseases, which has implications for disease management and leads to a considerable increase in consumption of medicines for this pathology and, as such, pharmaceutical expenditure.

[Impact of Morbidity on Health Care Costs of a Department of Health through Clinical Risk Groups. Valencian Community, Spain]. / Impacto de la morbilidad en los costes asistenciales de un Departamento de Salud de la Comunidad Valenciana a través de estudio de Grupos Clínicos de Riesgo.

BACKGROUND: Risk adjustment systems based on diagnosis stratify the population according to the observed morbidity. The aim of this study was to analyze the total health expenditure in a health area, relating to age, gender and morbidity observed in the population. METHODS: Observational cross-sectional study of population and area of health care costs in the Health District of Denia-Marina Salud (Alicante) in 2013. Population (N=156,811) were stratified by Clinical Risk Groups into 9 states of health, state 1 being healthy, and state 9 the highest disease burden. Each inhabitant was charged with the hospital costs, primary care and outpatient pharmacy to obtain the total costs. Health status and severity by age and gender, as well as the costs of each group were analysed. The statistical tests, student t and χ2 were applied to verify the existence of significant differences between and intra groups. RESULTS: The average cost per inhabitant was 983 euros which increased from 240 euros to 42,881 at the state 9 and severity level 6. Patients of health states 5 and 6 caused the largest expenditure by concentration of the population, but health states 8 and 9 had the highest average expenditure, with 80% of hospitalised cost. CONCLUSIONS: A different composition of health expenditure per individual morbidity was corroborated, with an exponential growth in hospital spending.

OBJETIVO: Los sistemas de ajuste de riesgo basados en diagnóstico estratifican la población según la morbilidad observada. El objetivo de este trabajo fue analizar el gasto sanitario total en un área de salud en función de la edad, el sexo y la morbilidad observada en la población. METODOS: Estudio observacional de corte transversal y de ámbito poblacional de los costes de atención sanitaria en el Departamento de salud Dénia-Marina Salud (Alicante) durante el año 2013. Se estratificó a la población (N=156.811) según Grupos de Riesgo Clínico en 9 estados de salud, siendo sano el estado 1 y el 9 el de mayor carga de morbilidad. A cada habitante se le imputaron los costes hospitalarios, de atención primaria y de farmacia ambulatoria para obtener los costes totales. Se analizaron los estados de salud y gravedad por edad y sexo así como los costes de cada grupo. Se aplicaron las pruebas estadísticas t de student y χ2 para verificar la existencia de diferencias significativas entre e intra grupos. RESULTADOS: El coste medio por habitante fue de 983 euros oscilando desde 240 hasta 42.881 en el estado 9 y nivel de gravedad 6. Los pacientes de los estados de salud 5 y 6 realizaron el mayor gasto, pero los estados de salud 8 y 9 tuvieron el mayor gasto medio, siendo el 80% hospitalario. CONCLUSIONES: Se corrobora una diferente composición del gasto sanitario por morbilidad individual, con un crecimiento exponencial del gasto hospitalario.

Gasto farmacéutico en diabetes mellitus en una región de España según el Clinical Risk Group, 2012 / Pharmaceutical Expenditure for Diabetes Mellitus in a Region of Spain as Clinical Risk Group, 2012 / Despesa com medicamentos em pacientes com diabetes mellitus em uma região da Espanha como o Grupo de Risco Clínico de 2012

Se pretende estimar la multimorbilidad asociada con diabetes mellitus tipo 2 y su relación con el gasto farmacéutico, para lo cual se realizó un estudio de corte transversal durante el año 2012. Se identificó a 350 015 individuos diabéticos, a través de códigos clínicos, usando la Clasificación Internacional de Enfermedades y el software 3M Clinical Risk Groups. Todos los pacientes fueron clasificados en cuatro grupos de morbilidad. El primer grupo corresponde al estadio inicial, el segundo grupo incluye el núcleo de multimorbilidad de pacientes en fases intermedia y avanzada, el tercer grupo incluye pacientes con diabetes y enfermedades malignas, y el último grupo es de pacientes en estado catastrófico, principalmente enfermos renales crónicos. La prevalencia bruta de diabetes fue de 6,7%. El gasto promedio total fue de ¬ 1257,1. La diabetes se caracteriza por una fuerte presencia de otras condiciones crónicas y tiene un gran impacto en el gasto farmacéutico.

Estimations of multimorbidity associated with Type 2 Diabetes Mellitus and its relationship to pharmaceutical expenditure. Cross-sectional study during 2012. 350,015 diabetic individuals, identified through clinical codes using the International Statistical Classification of Diseases and Related Health Problem and the 3M Clinical Risk Groups software. The raw prevalence of diabetes was 6.7%. All patients were stratified into four morbidity groups. The first group corresponds to the initial state; the second group includes the core multimorbidity patients in the intermediate and advanced stages; the third group includes patients with diabetes and malignancies; the last group patients with catastrophic statuses, manly chronic renal patients. The raw prevalence of diabetes was 6.7%. The average total cost was ¬ 1257.1. Diabetes is characterized by a strong presence of other chronic conditions have a great impact on pharmaceutical spending.

As estimativas de vários morbidade associada com diabetes mellitus tipo 2 e sua relação com a despesa farmacêutica, para o qual um estudo transversal foi realizado em 2012. Ele foi identificado em 350 015 indivíduos diabéticos, foram identificados através códigos clínicos, utilizando a Classificação Internacional de Doenças e Risco clínica software Grupos 3M. Todos os pacientes foram classificados em quatro grupos de doença 4. O primeiro grupo corresponde à fase inicial (CRG 1-4); O segundo grupo inclui pacientes multimorbid principais fases intermediárias e avançadas, o terceiro grupo inclui pacientes com diabetes e doenças malignas, eo último grupo de pacientes em estado catastrófico, pacientes renais crónicos, principalmente. A prevalência global de diabetes foi de 6,7%. A despesa média total foi de ¬ 1257,1. Diabetes que se caracteriza por uma forte presença de outras condições crónicas e tieniendo um grande impacto sobre os gastos farmacêutica.

A cost and performance comparison of Public Private Partnership and public hospitals in Spain.

Public-private partnership (PPP) initiatives are extending around the world, especially in Europe, as an innovation to traditional public health systems, with the intention of making them more efficient.There is a varied range of PPP models with different degrees of responsibility from simple public sector contracts with the private, up to the complete privatisation of the service. As such, we may say the involvement of the private sector embraces the development, financing and provision of public infrastructures and delivery services.In this paper, one of the oldest PPP initiatives developed in Spain and transferred to other European and Latin American countries is evaluated for first time: the integrated healthcare delivery Alzira model.Through a comparison of public and PPP hospital performance, cost and quality indicators, the efficiency of the PPP experience in five hospitals is evaluated to identify the influence of private management in the results.Regarding the performance and efficiency analysis, it is seen that the PPP group obtains good results, above the average, but not always better than those directly managed. It is necessary to conduct studies with a greater number of PPP hospitals to obtain conclusive results.

Impacto de la morbilidad en los costes asistenciales de un departamento de salud de la Comunidad Valenciana a través de los grupo de riesgo clínico / Impact of morbidity on health care costs of a department of health through clinic

Fundamentos: Los sistemas de ajuste de riesgo basados en diagnóstico estratifican la población según la morbilidad observada. El objetivo de este trabajo fue analizar el gasto sanitario total en un área de salud en función de la edad, el sexo y la morbilidad observada en la población. Métodos: Estudio observacional de corte transversal y de ámbito poblacional de los costes de atención sanitaria en el Departamento de salud Dénia-Marina Salud (Alicante) durante el año 2013. Se estratificó a la población (N=156.811) según Grupos de Riesgo Clínico en 9 estados de salud, siendo sano el estado 1 y el 9 el de mayor carga de morbilidad. A cada habitante se le imputaron los costes hospitalarios, de atención primaria y de farmacia ambulatoria para obtener los costes totales. Se analizaron los estados de salud y gravedad por edad y sexo así como los costes de cada grupo. Se aplicaron las pruebas estadísticas t de student y χ2 para verificar la existencia de diferencias significativas entre e intra grupos. Resultados: El coste medio por habitante fue de 983 euros oscilando desde 240 hasta 42.881 en el estado 9 y nivel de gravedad 6. Los pacientes de los estados de salud 5 y 6 realizaron el mayor gasto, pero los estados de salud 8 y 9 tuvieron el mayor gasto medio, siendo el 80% hospitalario. Conclusiones: Se corrobora una diferente composición del gasto sanitario por morbilidad individual, con un crecimiento exponencial del gasto hospitalario (AU)

Background: Risk adjustment systems based on diagnosis stratify the population according to the observed morbidity. The aim of this study was to analyze the total health expenditure in a health area, relating to age, gender and morbidity observed in the population. Methods: Observational cross-sectional study of population and area of health care costs in the Health District of Denia-Marina Salud (Alicante) in 2013. Population (N=156,811) were stratified by Clinical Risk Groups into 9 states of health, state 1 being healthy, and state 9 the highest disease burden. Each inhabitant was charged with the hospital costs, primary care and outpatient pharmacy to obtain the total costs. Health status and severity by age and gender, as well as the costs of each group were analysed. The statistical tests, student t and χ2 were applied to verify the existence of significant differences between and intra groups. Results: The average cost per inhabitant was 983 euros which increased from 240 euros to 42,881 at the state 9 and severity level 6. Patients of health states 5 and 6 caused the largest expenditure by concentration of the population, but health states 8 and 9 had the highest average expenditure, with 80% of hospitalised cost. Conclusions: A different composition of health expenditure per individual morbidity was corroborated, with an exponential growth in hospital spending (AU)

Methods to control the pharmaceutical cost impact of chronic conditions in the elderly.

Multimorbidity is the main cause of polypharmacy in elderly people, with the consequent increment in cost and use of inappropriate medication. To control cost, specific strategies have been implemented in healthcare services to reduce potentially inappropriate prescription. Many interventions are applied online during the prescription process using computerized decision support systems, for example, therapeutic algorithms and alerts. Other interventions can be categorized as offline due to their application before or after the prescription process, the main strategies being financial incentives, medication reviews and organizational change. All these strategies are complementary and multifaceted. There is evidence that some of these interventions are effective, but further research should be directed in this field, including investigation of patient cost and outcomes.