Background: The EQ-5D-5 L is a quality-of-life questionnaire based on individuals' preferences that is widely employed for cost-effectiveness analysis. Given the current demand for mapping algorithms to directly assign "utilities", this study aimed to generate different mapping models for predicting EQ-5D-5 L utility values based on scores of the Oxford Hip Score (OHS) and Oxford Knee Score (OKS) questionnaires provided by patients suffering from hip and knee osteoarthritis (OA), respectively, and to assess the predictive capability of these functions. Methods: This was a prospective, observational study. Following the criteria of the American Rheumatism Association, 361 patients with hip OA and 397 with knee OA from three regions in Spain were included. Healthrelated quality of life (HRQoL) was assessed through the EQ-5D-5 L general questionnaire and the OHS and OKS specifically for lower limb OA. Based on the scores on the OHS and OKS questionnaires, EQ-5D-5 L utilities were estimated using 4 models: ordinary least squares (OLS), Tobit, generalized linear model (GLM), and beta regression (Breg). The models were validated on the same patients after 6 months: the mean absolute error (MAE) and mean squared error (MSE) with their 95% confidence intervals (CI), mean values of standard errors (SE), intraclass correlation coefficients (ICC), and Bland-Altman plots were obtained.

RESUMENFundamento: La utilización de servicios sanitarios se ha estudiado desde varios modelos conceptuales. El objetivo de este trabajo es valorar la influencia de la calidad de vida relacionada con la salud (CVRS) en la variabilidad de la utilización de la consulta de atención primaria bajo el «modelo conductual».Métodos: Estudio transversal analítico. Se entrevistó a 451 sujetos de 6 centros de salud en la Comunidad de Madrid. Se recogieron característi-cas relacionadas con factores ambientales e individuales (predisponentes, facilitadores y de necesidad) y la CVRS (Euroqol-5D). La utilización se recogió de la historia clínica informatizada.Resultados: Hubo una mediana de 13 visitas/año (rango intercuartil 7-20). La CVRS explicaba un 5,2% de la variabilidad en la utilización, vivir en barrios de rentas altas un 2,4%, la edad un 7,4%, la renta individual un 1,0% y los factores relacionados con «necesidad» (enfermedades cró-nicas e ingresos hospitalarios) explicaban un 4,1% de variabilidad adicional. Cada cambio de tercil de la CVRS se asoció con una disminución del 13,8% en las consultas/año. La residencia en zonas de renta alta y cada aumento de 1000 de renta individual disminuían la utilización un 17,5% y un 9,5% respectivamente. La edad se asociaba con un aumento de un 8,0% de visitas/año por década. El sufrir enfermedades crónicas o ingresos hospitalarios suponía aumentar un 51,9% y un 26,5% las visitas anuales.Conclusiones: La CVRS se asocia de manera independiente con la variabilidad en la utilización de la consulta del médico de familia, una vez ajustado el efecto de la necesidad, como propone el «modelo conductual». ABSTRACT Quality of Life Related to Health as a Factor Explaining the Use of Family Medical Consultation: A Study on the Behavioral ModelBackground: Health services utilization has been studied under several conceptual models. This study is aimed to assess the influence of Health Related Quality of Life (HRQL) on the variability of the primary care consultation utilization under the «behavioral model» Methods: A cross-sectional study. Interviews were conducted with 451 subjects at six health centers in the Community of Madrid. Environmental and individual characteristics (predisposing, enabling and need factors) and HRQL (EuroQol-5D) were collected. Annual visits were retrieved from the computerized clinical history.Results: Median utilization was 13 visits/year (interquartile range 7-20). HRQL explained 5,2% of utilization variability, living in high-income areas an additional 2.4%, age a 7.4%, incomes a 1.0% and «need factors» (chronic illnesses or a hospital admission in the last year) explained an additional 4.1% of the variability. Each increase of the tercile in the perception of HRQL was associated with a decrease of 13,8% of the number of visits/year. Living in high-income areas, and each increase of 1000 in the incomes decreased the percentage of annual visits 17.5 % and 9.5% respectively. Age is associated with an increase of 8.0% of annual visits per decade. Suffering from chron...

BackgroundIdentifying the economic value assigned by users to a particular health service is of principal interest in planning the service. The aim of this study was to evaluate the perception of economic value of nursing consultation in primary care (PC) by its users.Methods and ResultsEconomic study using contingent valuation methodology. A total of 662 users of nursing consultation from 23 health centers were included. Data on demographic and socioeconomic characteristics, health needs, pattern of usage, and satisfaction with provided service were compiled. The validity of the response was evaluated by an explanatory mixed-effects multilevel model in order to assess the factors associated with the response according to the welfare theory. Response reliability was also evaluated. Subjects included in the study indicated an average Willingness to Pay (WTP) of €14.4 (CI 95%: €13.2–15.5; median €10) and an average Willingness to Accept [Compensation] (WTA) of €20.9 (CI 95%: €19.6–22.2; median €20). Average area income, personal income, consultation duration, home visit, and education level correlated with greater WTP. Women and older subjects showed lower WTP. Fixed parameters explained 8.41% of the residual variability, and response clustering in different health centers explained 4–6% of the total variability. The influence of income on WTP was different in each center. The responses for WTP and WTA in a subgroup of subjects were consistent when reassessed after 2 weeks (intraclass correlation coefficients 0.952 and 0.893, respectively).ConclusionsThe economic value of nursing services provided within PC in a public health system is clearly perceived by its user. The perception of this value is influenced by socioeconomic and demographic characteristics of the subjects and their environment, and by the unique characteristics of the evaluated service. The method of contingent valuation is useful for making explicit this perception of value of health services.

Objective Osteoarthritis of the lower limb (OALL) worsens health-related quality of life (HRQL), but this impact has not been quantified with standardized measures. We intend to evaluate the impact of OALL on HRQL through measures based on individual preferences in comparison to the general population. Methods A cross-sectional study was designed. A total of 6234 subjects aged 50 years or older without OALL were selected from the Spanish general population (National Health Survey 2011-12). An opportunistic sample of patients aged 50 years or older diagnosed with hip (n = 331) or knee osteoarthritis (n = 393), using the American Rheumatism Association criteria, was recruited from six hospitals and 21 primary care centers in Vizcaya, Madrid and Tenerife between January and December 2015. HRQL was measured with the EQ-5D-5L, and the results were transformed into utility scores. Sociodemographic variables (age, sex, social group, cohabitation), number of chronic diseases, and body mass index were

RESUMENFundamentos: Diferentes condiciones de utilización de servicios sanitarios pueden originar situaciones de falta de equidad. El objetivo del trabajo es conocer si existen diferencias en el uso de la consulta de enfermería en atención primaria.Métodos: Estudio multicéntrico transversal en 23 centros de salud de la Comunidad de Madrid. Se incluyó a 662 sujetos. Se recogieron variables relativas al centro de salud, de la consulta de enfermería, características sociodemograficas y de necesidad en salud. Se estudiaron la calidad de vida y la satisfacción de los sujetos. Las variables se clasificaron, según el modelo "conductual", en predisponentes, facilitadoras o de necesidad. Se construyeron modelos multivariantes explicativos.Resultados: Vivir en zonas de renta alta y la edad se asociaron con aumentos del 17% (IC95%: 0,4-36,9%) y del 11,0% por cada década (IC95%: 6,2-16,2) de las consultas/año de enfermería. De los factores facilitadores, cada minuto añadido de duración de la consulta se asoció con un aumento del 2,0% (IC95%:1,2-2,9%) en las consultas/año, cada nueva consulta médica se asociaba con un aumento del 2,7% (IC95%: 2,1-3,2%) y la demora en conseguir cita superior a un día supuso una disminución del 32,8% (IC95%: 19,3-44,1%) del número de consultas. Cada condición crónica, que expresa necesidad en salud, se asoció con un incremento del número de consultas del 4,8% (IC 95%: 1,7-8,0%). La mejor percepción de la calidad de vida se asoció con una reducción de las consultas de un 5,4% (IC95%: 1,0-8,7%) . Conclusión:Las diferencias en el uso de la consulta de enfermería responde a criterios de necesidad, pero también está influenciada por condiciones de accesibilidad. Methods: Cross-sectional study, in 23 health centres in Madrid. Environmental variables, consultation characteristics, socio-demographic and health need characteristics were collected. The quality of life and satisfaction were also studied. The variables were classified according to the "behavioral model" in predisposing, enabling or need variables. Explanatory multivariate models were constructed (Generalized-EstimatingEquations).Results: The higher income areas and aging, predisposing factors, were associated with increases of 17% (95% CI: 0.4 to 36.9%) and 11.0% per decade (95% CI: 6.2 -16.2) in nursing consultations per year. Among enabling factors, each additional minute of consultation length was associated with an increase of 2.0% (95% CI :1.2-2, 9%) in number of nurse consultations, each new medical consultation was associated with a increase of 2.7% (95% CI: 2.1-3.2%) and the delay in getting appointment over a day, represented a decrease of 32.8% (95% CI: 19.3 to 44.1%) in the total nursing consultations. Each chronic condition, which expresses the need health, was associated with an increase in the number of visits of 4.8% (95% CI: 1.7 to 8.0%). The improved perception of quality of life was associated with a reduction of 5.4% (95% CI 1.0 to 8.7%) of the consultations. Conclusion:The difference of the use of primary care nurse co...