¿Son bajos los flujos migratorios en España?

La Encuesta de Migraciones procedente de la EPA ha venido mostrando a lo largo del último decenio una baja y decreciente intensidad del flujo migratorio en España, incluso cuando nuestra economía ha atravesado etapas de recuperación y creación de empleo. Este sorprendente escenario que reflejan los datos se toma inverosímil cuando se comparan esas cifras con otras fuentes de información continua sobre la comente migratoria. Nuestro análisis de la metodología aplicada por el INE nos ha permitido establecer la existencia de una importante infravaloración congénita en la estimación de la movilidad a través de esta estadística.

Migrantes y migraciones: de nuevo la divergencia en las fuentes estadísticas

Este trabajo plantea una serie de deficiencias presentes en la Encuesta de Migraciones (EM), publicada anualmente por el INE a partir de la EPA. Consciente de la subestimación de la movilidad procedente de esta fuente estadística, el INE ha introducido recientemente ciertos cambios metodológicos. Sin embargo, no se han obtenido mejoras significativas y la misma continúa disponible para los investigadores. Las razones que se encuentran detrás de la limitada calidad de la EM son de tipo estadístico y afectan a la precisión y al sesgo de las estimaciones. Se desatienden principios básicos de la estimación para dominios pequeños, se incumplen los supuestos del muestreo por conglomerados y se incurre en graves sesgos debidos, probablemente, a la falta de respuesta. Consideramos que la investigación del hecho migratorio a través de la técnica del muestreo estratificado de poblaciones exige un tratamiento específico en la encuesta, dado el tamaño y las características de este dominio.

La nueva Estadística de Migraciones: una buena elección por parte del INE

El Instituto Nacional de Estadística ha decidido elaborar una nueva Estadística de Migraciones utilizando como base la Estadística de Variaciones Residenciales. En este artículo se aportan algunos argumentos que apoyan esta decisión, ante la persistente falta de coherencia entre las fuentes del sistema estadístico español para captar la movilidad. En particular, se profundiza en los problemas de subestimación e inconsistencia interna de la Encuesta de Población Activa para medir la inmigración, a la vista de las diferencias entre las tres series de flujos de inmigración internacional que es posible estimar a partir de la misma.

Tiempo de desplazamiento al trabajo y desajuste educativo en el mercado de trabajo español

En este trabajo se analiza cómo el tiempo de trayecto y las características de los mercados laborales locales influyen en el desajuste puesto de trabajo- nivel educativo del individuo, basado en la hipótesis de que los individuos que tienen un mayor tiempo de trayecto al trabajo y mejores condiciones en mercado laboral se asocian a una menor incidencia de la sobreeducación. La sobreeducación afecta a 17 % de los trabajadores en España, y se eleva al 22,4 % para los trabajadores menores de 35 años. El análisis se basa en los datos individuales de los trabajadores españoles que se refiere al período inicial de la crisis económica mundial (2007-2010). La variable dependiente, desajuste educativo-puesto se mide mediante el método subjetivo, basado en las respuestas del individuo a la pregunta de cómo ajusta su nivel de educación a las necesidades del trabajo que actualmente ocupan. La variable de interés son: (a) el tiempo de trayecto, es decir, el tiempo que tarda el individuo en llegar a su trabajo, y (b) dos variables que tienen en cuenta de las condiciones del mercado local: la tasa regional de desempleo (esta variable se refieren a la división territorial de España a nivel NUTS 2 y desglose por sexo y nivel de educación de cada Comunidad Autónoma sobre la base de las cifras medias anuales de la Encuesta de Población Activa española (EPA) para el período 2007-2010) y el tamaño del municipio. Se incluyen las variables de control habituales relativas al puesto de trabajo y variables dummy de los años de la muestra. Los resultados sugieren que las difíciles condiciones de trabajo regionales en términos de altas tasas de desempleo pueden actuar contra el efecto hipotético de la movilidad en la reducción del desajuste educativo, por lo tanto, se obtiene a una conclusión opuesta a la planteada en algunos trabajos anteriores.

Work-related health problems among resident immigrant workers in Italy and Spain

Background: in both Spain and Italy the number of immigrants has strongly increased in the last 20 years, currently representing more than the 10% of workforce in each country. The segregation of immigrants into unskilled or risky jobs brings negative consequences for their health. The objective of this study is to compare prevalence of work-related health problems between immigrants and native workers in Italy and Spain. Methods: data come from the Italian Labour Force Survey (n=65 779) and Spanish Working Conditions Survey (n=11 019), both conducted in 2007. We analyzed merged datasets to evaluate whether interviewees, both natives and migrants, judge their health being affected by their work conditions and, if so, which specific diseases. For migrants, we considered those coming from countries with a value of the Human Development Index lower than 0.85. Logistic regression models were used, including gender, age, and education as adjusting factors. Results: migrants reported skin diseases (Mantel-Haenszel pooled OR=1.49; 95%CI: 0.59-3.74) and musculoskeletal problems among those employed in agricultural sector (Mantel-Haenszel pooled OR=1.16; 95%CI: 0.69-1.96) more frequently than natives; country-specific analysis showed higher risks of musculoskeletal problems among migrants compared to the non-migrant population in Italy (OR=1.17; 95% CI: 0.48-1.59) and of respiratory problems in Spain (OR=2.02; 95%CI: 1.02-4.0). In both countries the risk of psychological stress was predominant among national workers. Conclusions: this collaborative study allows to strength the evidence concerning the health of migrant workers in Southern European countries.

La Encuesta Nacional de Salud como herramienta de medición de la doble carga y sobrecarga de trabajo en España: comparación con la Encuesta de Población Activa

Objetivo: Determinar si la ENS y la EPA de 2006 producen la misma información sobre labores del hogar y doble carga de trabajo en la población de 25 a 64 años, en ambos sexos. Métodos: Comparación entre las ENS y EPA sobre la forma de recoger información de la doble carga de trabajo. Fuente: Preguntas ENS: actividad económica (C.1.2:categorías 1,2,6), dedicación labores del hogar (A.11:categorías 1,2,3). EPA: actividad económica (H.1:categorías 1,5). Descripción por sexo en España y Comunidades Autónomas (CC.AA). Resultados: El 43,4% de las mujeres según la EPA tienen doble carga de trabajo, pero solo un 0,7% según la ENS. En los hombres el 31,5% (EPA) y el 0,02% (ENS). Alternativamente, cruzando a quienes afirman trabajar (C.1.2:categorías 1,2) con quienes realizan labores del hogar (A.11:categorías 1,2,3), la doble carga de ambas encuestas se aproxima (Hombres: ENS:31,7%; EPA:31,5%; Mujeres: ENS:46,3%; EPA:43,4%). Ambas encuestas ordenan de forma similar a las CC.AA según la doble carga de trabajo (ρmujeres:0,770 (p=0,001); ρhombres:0,647 (p=0,003)). Conclusión: La pregunta de actividad económica de la ENS subestima la frecuencia de la doble carga de trabajo. Esta es parecida en ambas encuestas, si se cruzan los datos de quienes afirman trabajar con quienes realizan labores del hogar de la ENS. En este caso, ambas encuestas ordenan de igual forma a las CC.AA. La exclusión del adverbio «principalmente» de la categoría sobre dedicación a las labores del hogar de la ENS 2011 normalizará la pregunta sobre actividad económica respecto a las utilizadas en encuestas de salud internacionales y de CC.AA.

Psychometric behaviour of the strengths and difficulties questionnaire (SDQ) in the Spanish national health survey 2006

Background: The Strengths and Difficulties Questionnaire (SDQ) is a tool to measure the risk for mental disorders in children. The aim of this study is to describe the diagnostic efficiency and internal structure of the SDQ in the sample of children studied in the Spanish National Health Survey 2006. Methods: A representative sample of 6,773 children aged 4 to 15 years was studied. The data were obtained using the Minors Questionnaire in the Spanish National Health Survey 2006. The ROC curve was constructed and calculations made of the area under the curve, sensitivity, specificity and the Youden J indices. The factorial structure was studied using models of exploratory factorial analysis (EFA) and confirmatory factorial analysis (CFA). Results: The prevalence of behavioural disorders varied between 0.47% and 1.18% according to the requisites of the diagnostic definition. The area under the ROC curve varied from 0.84 to 0.91 according to the diagnosis. Factor models were cross-validated by means of two different random subsamples for EFA and CFA. An EFA suggested a three correlated factor model. CFA confirmed this model. A five-factor model according to EFA and the theoretical five-factor model described in the bibliography were also confirmed. The reliabilities of the factors of the different models were acceptable (>0.70, except for one factor with reliability 0.62). Conclusions: The diagnostic behaviour of the SDQ in the Spanish population is within the working limits described in other countries. According to the results obtained in this study, the diagnostic efficiency of the questionnaire is adequate to identify probable cases of psychiatric disorders in low prevalence populations. Regarding the factorial structure we found that both the five and the three factor models fit the data with acceptable goodness of fit indexes, the latter including an externalization and internalization dimension and perhaps a meaningful positive social dimension. Accordingly, we recommend studying whether these differences depend on sociocultural factors or are, in fact, due to methodological questions.

Estimación de las migraciones a partir de las Encuestas de Fuerza del Trabajo: una valoración para la UE-15

Comunicación presentada en las VI Jornadas de Economía Laboral, Alicante, 11-13 julio 2005.

Los impactos de los cuidados de salud en los ámbitos de vida de las personas cuidadoras

El objetivo del artículo es analizar la distribución del tiempo de las personas cuidadoras en las distintas esferas de la vida (la esfera laboral, la privada o personal y la doméstica). El estudio se basa en el análisis de los datos de la Encuesta de Empleo del Tiempo 2002-2003 del Instituto Nacional de Estadística (INE). Los resultados de la investigación muestran los impactos negativos del cuidado informal sobre los distintos ámbitos de la vida en términos de reducción de la vida privada o personal, de la participación en el ámbito laboral y de mayor carga del trabajo total. Asimismo, también ponen de manifiesto la heterogeneidad de los efectos del cuidado informal en la vida cotidiana de las personas cuidadoras según el sexo, la edad y el nivel de ingresos.

Perceived sexism as a health determinant in Spain

OBJECTIVES: The goals of the present study are to explore the association between perceived sexism and self-perceived health, health-related behaviors, and unmet medical care needs among women in Spain; to analyze whether higher levels of discrimination are associated with higher prevalence of poor health indicators and to examine whether these relationships are modified by country of origin and social class. MATERIALS AND METHODS: The study is based on a cross-sectional design using data from the 2006 Spanish Health Interview Survey. We included women aged 20-64 years (n = 10,927). Six dependent variables were examined: four of health (self-perceived health, mental health, hypertension, and having had an injury during the previous year), one health behavior (smoking), and another related to the use of the health services (unmet need for medical care). Perceived sexism was the main independent variable. Social class and country of origin were considered as effect modifiers. We obtained the prevalence of perceived sexism. Logistic regression models, adjusted for potential confounders, were fitted to study the association between sexism and poor health outcomes. Results: The prevalence of perceived sexism was 3.4%. Perceived sexism showed positive and consistent associations with four poor health outcomes (poor self-perceived health, poor mental health, injuries in the last 12 months, and smoking). The strength of these associations increased with increased scores for perceived sexism, and the patterns were found to be modified by country of origin and social class. CONCLUSION: This study shows a consistent association between perceived sexism and poor health outcomes in a country of southern Europe with a strong patriarchal tradition.

Inequality in analgesic prescription in Spain: a gender development issue

Objectives: It is well known that sex differences in analgesic prescription are not merely the logical result of greater prevalence of pain in women, since this therapeutic variability is related to factors such as educational level or social class. This study aims to analyse the relationship between analgesic prescription and gender development in different regions of Spain. Methods: Cross-sectional study of sex-differences in analgesic prescription according to the gender development of the regions studied. Analgesic prescription, pain and demographic variables were obtained from the Spanish Health Interview Survey in 2006. Gender development was measured with the Gender Development Index (GDI). A logistic regression analysis was conducted to compare analgesic prescription by sex in regions with a GDI above or below the Spanish average. Results: Once adjusted by pain, age and social class, women were more likely to be prescribed analgesics than men, odds ratio (OR) = 1.74 (1.59-1.91), as residents in regions with a lower GDI compared with those in region with a higher GDI: ORWomen = 1.26 (1.12-1.42), ORMen = 1.30 (1.13-1.50). Women experiencing pain in regions with a lower GDI were more likely than men to be treated by a general practitioner rather than by a specialist, OR = 1.32 (1.04-1.67), irrespective of age and social class. Conclusions: Gender bias may be one of the pathways by which inequalities in analgesic treatment adversely affect women's health. Moreover, research into the adequacy of analgesic treatment and the possible medicalisation of women should consider contextual factors, such as gender development.

Social determinants of self-perceived discrimination in Spain

Objectives: To analyse the association between self-perceived discrimination and social determinants (social class, gender, country of origin) in Spain, and further to describe contextual factors which contribute to self-perceived discrimination. Methods: Cross-sectional design using data from the Spanish National Health Survey (2006). The dependent variable was self-perceived discrimination, and independent and stratifying variables were sociodemographic characteristics (e.g. sex, social class, country of origin, educational level). Logistic regression was used. Results: The prevalence of self-perceived discrimination was 4.2% for men and 6.3% for women. The likelihood of self-perceived discrimination was higher in people who originated from low-income countries: men, odds ratio (OR) 5.59 [95% confidence interval (CI) 4.55–6.87]; women, OR 4.06 (95% CI 3.42–4.83). Women were more likely to report self-perceived discrimination by their partner at home than men [OR 8.35 (95% CI 4.70–14.84)]. The likelihood of self-perceived discrimination when seeking work was higher among people who originated from low-income countries than their Spanish counterparts: men, OR 13.65 (95% CI 9.62–19.35); women, OR 10.64 (95% CI 8.31–13.62). In comparison with Spaniards, male white-collar workers who originated from low-income countries [OR 11.93 (95% CI 8.26–17.23)] and female blue-collar workers who originated from low-income countries (OR 1.6 (95% CI 1.08–2.39)] reported higher levels of self-perceived discrimination. Conclusions: Self-perceived discrimination is distributed unevenly in Spain and interacts with social inequalities. This particularly affects women and immigrants.

Asociación entre la dieta y la presencia de sobrepeso y obesidad: método de evaluación dietética de la Encuesta Nacional de Salud Española 2006

Introducción: analizar la asociación entre la frecuencia de consumo de alimentos y la presencia de sobrepeso-obesidad a partir de datos de la Encuesta Nacional de Salud Española 2006 (ENS-06). Material y métodos: estudio transversal retrospectivo de fuentes secundarias de la ENS-06. Se seleccionaron 29.321 individuos que respondieron el Cuestionario de Frecuencia de Consumo de Alimentos, compuesto por una lista de 12 grupos, sobre los que se preguntaba su frecuencia de consumo en 5 opciones de respuesta y que se categorizaron en 3 para el análisis (consumo diario, semanal y ocasional). Se realizó un análisis descriptivo del consumo de grupos de alimentos categorizados por frecuencia de consumo, y calculando la diferencia (brecha) entre hombres y mujeres. La asociación entre frecuencia de consumo de alimentos y sobrepeso-obesidad se realizó mediante regresión logística. Resultados: el 40,7% de la población consume a diario verduras-hortalizas y el 65,2% consume frutas a diario. El 69,8%, y el 46,3% de las mujeres cumplen las recomendaciones de consumo de frutas (brecha -7,2), y de verduras-hortalizas (brecha -14,0) respectivamente. Consumir fruta ocasionalmente, disminuye la probabilidad de padecer obesidad (OR=0,72 IC95%: 0,63-0,82), frente a consumirla a diario. Consumir embutidos a diario, disminuye la probabilidad de padecer obesidad (OR=0,75 IC95%: 0,68-0,83), frente a un consumo ocasional. Conclusiones: Los resultados muestran contradicciones científicas por la presencia de sesgos en el instrumento utilizado en la recogida de la información, sugiriendo la necesidad de que la ENS incluya un método de recogida de información dietética-nutricional validado y adoptado, que permita mediciones de mayor calidad y exactitud.

Changes in Access to Health Services of the Immigrant and Native-Born Population in Spain in the Context of Economic Crisis

Aim: To analyze changes in access to health care and its determinants in the immigrant and native-born populations in Spain, before and during the economic crisis. Methods: Comparative analysis of two iterations of the Spanish National Health Survey (2006 and 2012). Outcome variables were: unmet need and use of different healthcare levels; explanatory variables: need, predisposing and enabling factors. Multivariate models were performed (1) to compare outcome variables in each group between years, (2) to compare outcome variables between both groups within each year, and (3) to determine the factors associated with health service use for each group and year. Results: unmet healthcare needs decreased in 2012 compared to 2006; the use of health services remained constant, with some changes worth highlighting, such as the decline in general practitioner visits among autochthons and a narrowed gap in specialist visits between the two populations. The factors associated with health service use in 2006 remained constant in 2012. Conclusion: Access to healthcare did not worsen, possibly due to the fact that, until 2012, the national health system may have cushioned the deterioration of social determinants as a consequence of the financial crisis. Further studies are necessary to evaluate the effects of health policy responses to the crisis after 2012.

Health inequality between immigrants and natives in Spain: the loss of the healthy immigrant effect in times of economic crisis

Background: The immigrant population living in Spain grew exponentially in the early 2000s but has been particularly affected by the economic crisis. This study aims to analyse health inequalities between immigrants born in middle- or low-income countries and natives in Spain, in 2006 and 2012, taking into account gender, year of arrival and socioeconomic exposures. Methods: Study of trends using two cross-sections, the 2006 and 2012 editions of the Spanish National Health Survey, including residents in Spain aged 15–64 years (20 810 natives and 2950 immigrants in 2006, 14 291 natives and 2448 immigrants in 2012). Fair/poor self-rated health, poor mental health (GHQ-12 > 2), chronic activity limitation and use of psychotropic drugs were compared between natives and immigrants who arrived in Spain before 2006, adjusting robust Poisson regression models for age and socioeconomic variables to obtain prevalence ratios (PR) and 95% confidence interval (CI). Results: Inequalities in poor self-rated health between immigrants and natives tend to increase among women (age-adjusted PR2006 = 1.39; 95% CI: 1.24–1.56, PR2012 = 1.56; 95% CI: 1.33–1.82). Among men, there is a new onset of inequalities in poor mental health (PR2006 = 1.10; 95% CI: 0.86–1.40, PR2012 = 1.34; 95% CI: 1.06–1.69) and an equalization of the previously lower use of psychotropic drugs (PR2006 = 0.22; 95% CI: 0.11–0.43, PR2012 = 1.20; 95% CI: 0.73–2.01). Conclusions: Between 2006 and 2012, immigrants who arrived in Spain before 2006 appeared to worsen their health status when compared with natives. The loss of the healthy immigrant effect in the context of a worse impact of the economic crisis on immigrants appears as potential explanation. Employment, social protection and re-universalization of healthcare would prevent further deterioration of immigrants’ health status.