599 resultados para Logit multinomial
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En este trabajo se propone analizar la dinámica del impacto asociado a algunos predictores de la adopción de internet en la ciudad de Medellín (Colombia), utilizando como base de datos la Encuesta de calidad de vida de Medellín (ECV) desde el año 2006 a 2014 -- Se analizarán que variables inciden en la tenencia de internet, se realizará la estadística descriptiva necesaria, y regresiones mediante los modelos Logit y Probit -- El acceso a internet aún se encuentra reservado para una parte privilegiada de la población que cuenta con suficiente ingreso para tener servicio en casa y computador -- Se evidenció igualmente que en la ciudad no hay presencia de brecha de género contrario a lo encontrado en la literatura
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Background Both contraceptive use and fertility rates are high fertility in Malawi. Status of women remains low and is believed to affect reproductive health decisions including use of Long Acting and Permanent Contraceptives Method (LAPCM). Objective This study seeks to examine the relationship between women empowerment and LAPCM. A measure of women’s empowerment is derived from the women’s responses to questions on the number of household decisions in which the respondent participates, employment status, type of earnings, women’s control over cash earnings and level of education. Methods The study is based on a sub sample of 5,948 married women from the 2010 Malawi Demographic and Health Survey. Data was analysed using descriptive statistics, Chi-square and multinomial logistic regression models (α=5%). Results The prevalence of current use of LAPCM was 20.0% and increases with increasing empowerment level (p<0.001). Mean age and empowerment score of women who are currently using LAPCM were 38.53±6.2 years and 6.80±2.9 respectively. Urban women (22.2%) were more currently using LAPCM than rural women (19.4%) p<0.001. Women who belong to Seven Day Adventists/Baptist were 1.51(C.I=1.058-2.153; p=0.023) more likely and Muslims were 0.58(C.I=0.410-0.809; p=0.001) less likely to currently use LAPCM than Catholic women. Being in the richest wealth quintile (OR=1.91; C.I=1.362-2.665; p<0.001) promotes current use of LAPCM than poorest. The likelihood of currently using LAPCM was higher among women who have access to FP programmes on media and increases consistently with increasing women empowerment level even when other potential confounding variables were used as control. Conclusion In Malawi, LAPCM is still underutilized and more than half of the women are not adequately empowered. Women empowerment, wealth quintile and access to FP programmes are key factors influencing the use of LAPCM. Programmes that address these determinants are urgently needed in Malawi.
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This paper evaluate the hypothesis that race is a determining factor in access to quality employment in Colombia during 2007 -- Using data from the Large Integrated Household Survey (2007-I), we estimate a generalized ordered logit model -- The results provide evidence that individuals self-identified as Afrocolombian have a higher probability of being in a low quality job than other Colombians -- This probability is higher by 1.9% in Cali, 3.4% in Bogotá, 12.6% in Barranquilla, 1.8% in Cartagena, 1.1% in Medellin and 3.8% overall in these five cities, results that could indicate that there is racial discrimination against Afrocolombians in the Colombian labor market
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La atención a la dependencia es, sin lugar a dudas, uno de los grandes retos de futuro de las sociedades que envejecen aceleradamente, al que España y Andalucía no sólo no son ajenos, sino que presentan rasgos que lo amplifican. Sin embargo, es un fenómeno que adolece de importantes lagunas de información, fundamentalmente la carencia de una perspectiva integral que conecte la realidad social, el cambio económico, y la necesidad de transformación de los modelos de bienestar en general y de cuidados en particular, el gasto necesario para su desarrollo y el impacto económico asociado; enfoque holístico que se adopta en este trabajo. Dentro del marco expuesto el objetivo principal del trabajo es cuantificar el impacto en términos de actividad, empleo y retorno fiscal, así como la relación entre la prestación recibida y las características de los dependientes, que permita avanzar en la consideración de este gasto social como una inversión. Para la estimación de los impactos se ha utilizado el Marco Input-Output de Andalucía (MIOAN) de 2010. No obstante, para calcular los incrementos de renta generados por los requerimientos producidos, se ha endogeneizado la demanda de consumo, esto ha implicado construir expresamente para este cálculo una matriz ampliada de Leontief, procediendo a una estimación especifica de la fila adicional ampliada. Finalmente para estimar la relación entre prestación y características de los dependientes se han construido distintos modelos logísticos binarios, y un modelo multinomial. Desarrollado el trabajo de investigación y cuantificado el impacto, la conclusión fundamental no es sólo fuerte efecto arrastre del gasto en dependencia en la actividad y el empleo , sino que se produce en el marco de un cambio irreversible que sitúa a los Cuidados de Larga Duración asociados a la dependencia con un papel central en el contexto de la evolución del Estado el Bienestar. En concreto se ha verificado que: • Andalucía realiza un elevado gasto en atención a la dependencia, 1314 millones de euros, un 85 % del cual total es público y un 15 % privado, y que este gasto genera un fuerte impacto en la economía andaluza, pues su contribución a los grandes agregados macroeconómicos de Andalucía es de un 0,9 % del PIB, superior al impulso de demanda que supone el gasto en atención a la dependencia. • La atención a la dependencia ha mostrado una elevada capacidad de generación de empleo, más de 40.000 empleos, muy concentrado además en personas de difícil inserción en el mercado laboral, mujeres maduras de cualificación media-baja y con poca experiencia acreditable en sector formal de la atención. • La relación entre usuarios, gasto, e impacto para las trasferencias y los servicios muestra un modelo en escalera que caracteriza un sistema de universalización de coste medio con impacto moderado. Un modelo en el que las transferencias suponen el 50 % de los atendidos, el 30 % del gasto y el 20 % del impacto. • El retorno fiscal generado por la dependencia es muy elevado, casi del 45%. • El esfuerzo financiero, tanto bruto como neto, descontado el retorno vía impuestos que obtiene de cada administración, es muy asimétrico lo que puede generar un efecto desincentivador del desarrollo de un modelo con más servicios frente a transferencias. • Las características de los dependientes condicionan la prestación que parece ajustarse a los la características personales y de grado de discapacidad más que las socioeconómicas.
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Dissertação de Mestrado, Finanças Empresariais, Faculdade de Economia, Universidade do Algarve, 2016
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Abstract During the last few decades, there has been an increasing international recognition of the studies related to the analysis of the family models change, the focus being the determinants of the female employment and the problems related to the work family balance (Lewis, 2001; Petit & Hook, 2005Saraceno, Crompton & Lyonette, 20062008; Pfau-Effinger, 2012). The majority of these studies have been focused on the analysis of the work-family balance problems as well as the effectiveness of the family and gender policies in order to encourage female employment (Korpi et al., 2013). In Spain, special attention has been given to the family policies implemented, the employability of women and on the role of the father in the family (Flaquer et al., 2015; Meil, 2015); however, there has been far less emphasis on the analysis of the family cultural models (González and Jurado, 2012; Crespi and Moreno, 2016). The purpose of this paper is to present some of the first results on the influence of the socio-demographic factors on the expectations and attitudes about the family models. This study offers an analytical reflection upon the foundation of the determinants of the family ambivalence in Spain from the cultural and the institutional dimension. This study shows the Spanish family models of preferences following the Pfau-Effinger (2004) classification of the famiy living arrangements. The reason for this study is twofold; on the one hand, there is confirmed the scarcity of studies that have focused their attention on this objective in Spain; on the other hand, the studies carried out in the international context have confirmed the analytical effectiveness of researching on the attitude and value changes to explain the meaning and trends of the family changes. There is also presented some preliminary results that have been obtained from the multinomial analysis related to the influence of the socio-demographic factors on the family model chosen by the individuals in Spain (father and mother working full time; mother part-time father full-time; mother not at work father full-time; mother and father part-time). 3 The database used has been the International Social Survey Programme: Family and Changing Gender Roles IV- ISSP 2012-. Spain is the only country of South Europe that has participated in the survey. For this reason it has been considered as a representative case study.
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La presente investigación tiene como objetivo realizar un estudio piloto de la demanda de cocinas de inducción del año 2014-2015 y posteriormente un análisis comparativo. Este estudio es aplicado a la parroquia El Valle, perteneciente al cantón Cuenca, excluyendo el área urbana, empleando como objeto de estudio a los jefes de hogar de la parroquia, a través de dos modelos Logit binario con iguales características para realizar la comparación de ambos años. Los principales resultados en el año 2014 muestran que, en relación al tamaño de la muestra en la parroquia rural El Valle, el 33% de la población están dispuestos a adquirir la cocina de inducción, los factores que influyen en la decisión de adquirir la cocina de inducción son: el ingreso obteniendo un efecto positivo y el costo con un efecto negativo. En la estimación del costo se obtiene que, considerando que todos los hogares encuestados de la parroquia rural El Valle adquirirán la cocina de inducción, los costos totales por hogar en promedio es de $573.34. Mientras los resultados del año 2015 son, que el 20% de la población encuestada en la parroquia adquirirán la cocina de inducción, las variables edad y pago de factura eléctrica son las que tienen mayor influencia en el modelo, existiendo una relación inversa en ambas y en la determinación del costo se obtiene que es de $526.70 aproximadamente.
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Dissertação (mestrado)—Universidade de Brasília, Departamento de Administração, Programa de Pós-graduação em Administração, 2016.
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Saltwater recreational fishing (SRF) in Portugal was for a long time an open-access activity, without restrictions of any kind. Restrictions to control the recreational harvest were first implemented in 2006 and were highly criticized by the angler community, for being highly restrictive and lacking scientific support. The present study aimed to obtain socio-economic data on the recreational shore anglers and gauge their perceptions about recreational fishing regulations and the newly implemented restrictions in Portugal. Roving creel surveys were conducted along the south and south-west coasts of Portugal, during pre and post regulation periods (2006-2007). A total of 1298 valid face-to-face interviews were conducted. Logit models were fitted to identify which characteristics influence anglers' perceptions about recreational fishing regulations. The majority of the interviewed anglers was aware and agreed with the existence of recreational fishing regulations. However, most were against the recreational fishing regulations currently in place. The logit models estimates revealed that Portuguese anglers with a higher level of formal education and income are more likely to agree with the existence of recreational fishing regulations. In contrast, anglers who perceive that more limitations and a better enforcement of commercial fishing would improve fishing in the area are less likely to agree with the existence of SRF regulations. The findings from this study will contribute to inform decision-makers about anglers' potential behaviour towards the new and future regulations. Although the existence of fishing regulations is a good starting point for effective management, the lack of acceptance and detailed knowledge of the regulations in place by fishers may result in lack of compliance, and ultimately hinder the success of recreational fishing regulations in Portugal. (C) 2013 Elsevier Ltd. All rights reserved.
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Introducción: En Colombia existe un protocolo de manejo para pacientes con hemofilia A severa sin inhibidores que recomienda el manejo de profilaxis primaria y secundaria con FVIII. Objetivos: Estimar la relación incremental de costo-efectividad (RICE) de la profilaxis con Factor VIII vs tratamiento a demanda para prevenir sangrados articulares en pacientes con hemofilia A moderada y severa de una aseguradora en Colombia. Materiales y Métodos: Se adaptó un modelo de Markov desde la perspectiva del tercer pagador. Las probabilidades de transición se ajustaron mediante un modelo de regresión logística multinomial explicadas por la edad y el peso. Las tasas de eventos son anuales. Las efectividades se extrajeron de la cohorte de la aseguradora y de la literatura. Los costos incluyeron el FVIII, medicamentos, hospitalización, procedimientos quirúrgicos, apoyo diagnóstico y consultas médicas. La tasa de descuento fue del 3%. Resultados: En pacientes con hemofilia A moderada y severa la profilaxis con FVIII evitará en promedio 7 sangrados articulares, el RICE para el sangrado articular es de $303.457. Conclusiones: La profilaxis con Factor VIII es una estrategia costo-efectiva en el manejo de pacientes con hemofilia A moderada y severa para la aseguradora, disminuyendo el número de sangrados articulares al año.
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Innovation is at the heart of the Europe 2020 Strategy, in order to promote higher levels of employment and productivity. Special attention is given to increasing the effectiveness of innovation policy instruments, mainly as some authors found evidence that productivity could be negatively affected by subsidies. The aim of the study is to assess how the expected impact on firm productivity and employment is taken into account, when firms apply for public funding for innovation. The analysis is based on the case study of the Portuguese Innovation Incentive System in the Alentejo region. In order to understand which factors influence the public decision to financially support private investment, we estimated a logit model based on firms’ and applications’ characteristics, controlling for the macroeconomic environment. The results indicate that government preferences for promoting exports, exploiting firms R&D results and stimulating the level of qualified employment are shown to be more relevant than the impact on firm productivity. Furthermore, the cost to the government of new jobs created, measured at least by exemption of interest and financial charges on the loan, is almost twice as much for non-SMEs as for SMEs.
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This study identifies the senior European tourists determinants that explained their decisions to go on holidays. The empirical study was conducted among European tourists by applying a logit model. The model intends to explain the determinants related to the decision to go on holidays since the probability of a senior European tourist taking holidays in a country depends on a mix of motives as previous travel experience and demographic characteristics. Policy and theoretical implications are derived for contributing to the discussion between demographic variables and tourism demand choice patterns.
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This study identifies the senior European tourists determinants that explained their decisions to go on holidays. The empirical study was conducted among European tourists by applying a logit model. The model intends to explain the determinants related to the decision to go on holidays since the probability of a senior European tourist taking holidays in a country depends on a mix of motives as previous travel experience and demographic characteristics. Policy and theoretical implications are derived for contributing to the discussion between demographic variables and tourism demand choice patterns.
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La segregazione nel mercato del lavoro ha dimostrato di essere un fenomeno molto regolare. Osservando i principali indicatori sintetici, troveremo che circa la metà della forza lavoro femminile dovrebbe cambiare lavoro per potersi distribuire fra le professioni nello stesso modo degli uomini, un dato che negli ultimi decenni non sembra essere cambiato. La ricerca si è concentrata sulla socializzazione e come le strutture influenzano l'agency quando le persone pianificano le loro carriere. Tuttavia, riteniamo sia stato ignorato il ruolo della classe occupazionale d'impiego nel dare forma alla segregazione. Facendo riferimento a Bourdieu, la tesi svolge un'analisi empirica su cinque classi occupazionali: dirigenti, professioni intellettuali, tecnici, colletti blu, e professioni non qualificate e dei servizi, stimando modelli logit per calcolare le probabilità delle donne di accedere alle professioni male-dominated, dove gli uomini sono più dei due terzi della forza lavoro. Di particolare interesse è il ruolo della scelta di perseguire un'istruzione STEM e come il campo di studio moderi la relazione fra genere e probabilità di accedere ad una professione male-dominated. I risultati mostrano differenze rilevanti fra le classi occupazionali, e anche fra diversi tipi di campi di studio STEM, suggerendo che la segregazione sia un fenomeno a geometrie variabili che può essere "spezzata" più facilmente in alcune classi rispetto ad altre.