Regression analysis of compositional data when both the dependent variable and independent variable are components

It is well known that regression analyses involving compositional data need special attention because the data are not of full rank. For a regression analysis where both the dependent and independent variable are components we propose a transformation of the components emphasizing their role as dependent and independent variables. A simple linear regression can be performed on the transformed components. The regression line can be depicted in a ternary diagram facilitating the interpretation of the analysis in terms of components. An exemple with time-budgets illustrates the method and the graphical features

Public enterprise reforms and efficiency in regulated environments: the case of the postal sector

Purpose - This paper focuses on analyzing the effect that public reforms have on the efficiency of state-owned enterprises in regulated environments. Design/methodology/approach - The research is focused in the postal sector where public and private companies must obey a legal framework related to provide a universal service. The analysis is carried out using a panel of 7 European postal operators for the period 1997-2003. The activity analyzed was the letter mail division; we take as key variable the unit cost of a letter and use a translog cost function where as independent variables we include traffic levels, labor cost per employee, quality and availability of the service as well as the type of ownership (public or private). Additionally, in a second stage the geographical differences among countries are considered. Findings - Results indicate that postal operators that experienced organizational changes without being privatized, such as the Spanish and Greek operators, do not have higher unit costs than privatized postal operators like the one of Germany and the Netherlands. Moreover, we find that in all cases the operator of Ireland appear to be the most efficient. In this case restructuring process has been carried out giving an important leadership role to workers. This suggests us that labor culture could be a key variable to study when analyzing reform processes in public enterprises. Originality/value - Our findings show that in a regulated environment like in the postal sector, public and private companies can obtain similar efficiency levels in term of unit costs.

Entropy Production In Thermodynamic Climate Models

We present a non-equilibrium theory in a system with heat and radiative fluxes. The obtained expression for the entropy production is applied to a simple one-dimensional climate model based on the first law of thermodynamics. In the model, the dissipative fluxes are assumed to be independent variables, following the criteria of the Extended Irreversible Thermodynamics (BIT) that enlarges, in reference to the classical expression, the applicability of a macroscopic thermodynamic theory for systems far from equilibrium. We analyze the second differential of the classical and the generalized entropy as a criteria of stability of the steady states. Finally, the extreme state is obtained using variational techniques and observing that the system is close to the maximum dissipation rate

Extremal climatic states simulated by a 2-dimensional model Part I: Sensitivity of the model and present state

The criterion, based on the thermodynamics theory, that the climatic system tends to extremizesome function has suggested several studies. In particular, special attention has been devoted to the possibility that the climate reaches an extremal rate of planetary entropy production.Due to both radiative and material effects contribute to total planetary entropy production,climatic simulations obtained at the extremal rates of total, radiative or material entropy production appear to be of interest in order to elucidate which of the three extremal assumptions behaves more similar to current data. In the present paper, these results have been obtainedby applying a 2-dimensional (2-Dim) horizontal energy balance box-model, with a few independent variables (surface temperature, cloud-cover and material heat fluxes). In addition, climatic simulations for current conditions by assuming a fixed cloud-cover have been obtained. Finally,sensitivity analyses for both variable and fixed cloud models have been carried out

Les influències dels factors socials en l'ús de serveis formals

Objectiu: Aquest estudi pretén aportar coneixement sobre el model d’atenció que reben les persones de més de 79 anys dependents del municipi de Vic. Analitzar en quina mesura es fa ús dels serveis formals i quines variables influeixen en la utilització d’aquest. Mètode: Estudi retrospectiu, descriptiu i transversal. De metodologia quantitativa. La població d’estudi són aquelles persones de 80 i més anys de Vic que van sol·licitar la valoració de dependència entre els anys 2007-2010, amb un grau II o III de dependència reconegut i un Pla Individual d’Atenció validat i concedit per la Generalitat de Catalunya (n=453). Les dades provenen de registres de la Generalitat de Catalunya i de l’Àrea d’Afers Socials i Ciutadania de l’Ajuntament de Vic. Les variables dependents són la utilització de recursos formals (teleassitència, servei d’atenció domiciliària –públic i privat- , centre de dia, residència i prestacions econòmiques derivades de la llei de la dependència). El grau de dependència, el gènere, l’edat, l’estat civil, la convivència, el cuidador principal i el nivell de renda es van considerar variables independents. Resultats: El model d’atenció majoritari és el que complementa el suport informal amb el formal (62.3%). L’ús de recursos formals té un paper subsidiari (37.7%). La variable convivència influeix de forma significativa amb l’ús de serveis formals (p&0.001 en l’ús de TAS, el SAD públic i el SAD privat) . Conclusió: Els disseny de programes i criteris de provisió de serveis haurien de contemplar no només el grau de dependència sinó també variables més d’entorn com la convivència. No obstant, existeix encara poca evidència científica en aquesta línia, per això s’hauria de potenciar l’ investigació que permetés analitzar les variables de la funció social de forma més acurada. Paraules clau: Dependència, suport formal, suport informal.

Time-related improvement of survival in resectable gastric cancer: the role of Japanese-style gastrectomy with D2 lymphadenectomy and adjuvant chemotherapy

Background: We investigated the change of prognosis in resected gastric cancer (RGC) patients and the role of radical surgery and adjuvant chemotherapy. Methods: We retrospectively analyze the outcome of 426 consecutive patients from 1975 to 2002, divided into 2 time-periods (TP) cohort: Before 1990 (TP1, n = 207) and 1990 or after (TP2; n= 219). Partial gastrectomy and D1-lymphadenetomy was predominant in TP1 and total gastrectomy with D2-lymphadenectomy it was in TP2. Adjuvant chemotherapy consisted of mitomycin C (MMC), 10¿20 mg/m2 iv 4 courses or MMC plus Tegafur 500 mg/m2 for 6 months. Results: Positive nodes were similar in TP2/TP1 patients with 56%/59% respectively. Total gastrectomy was done in 56%/45% of TP2/TP1 respectively. Two-drug adjuvant chemotherapy was administered in 65%/18% of TP2/TP1 respectively. Survival at 5 years was 66% for TP2 versus 42%for TP1 patients (p < 0.0001). Survival by stages II, IIIA y IIIB for TP2 versus TP1 patients was 70 vs. 51% (p = 0.0132); 57 vs. 22% (p = 0.0008) y 30 vs. 15% (p = 0.2315) respectively. Multivariate analysis showed that age, stage of disease and period of treatment were independent variables. Conclusion: The global prognosis and that of some stages have improved in recent years with case RGC patients treated with surgery and adjuvant chemotherapy.

Desigualdades de género en la salud relacionadas con lacombinación de la vida laboral y familiar en Cataluña

Objetivos: Los objetivos de este estudio fueron: 1) analizar las desigualdades de género en la salud en la población asalariada, de 25 a 64 años, casada o que vive en pareja en Cataluña y 2) examinar las desigualdades de género en la relación entre las exigencias de la esfera doméstica y familiar, las horas de trabajo remunerado y la salud.Métodos: Los datos proceden de la Encuesta de Salud de Cataluña de 2006 (ESCA 2006). La población analizada fueron hombres y mujeres entre 25 y 64 años, asalariados y que convivían en pareja (N =4.537). Las variables dependientes fueron el estado de salud percibido, la salud mental, el consumo de psicofármacos y las horas de sueño. Las variables explicativas fueron el número de horas de trabajo remunerado, número de personas en el hogar, la convivencia con menores de 12 años, la convivencia con personas entre 65 y 74 años, la convivencia con personas mayores de 74 años y, tener una persona contratada para realizar trabajo doméstico.Resultados: Convivir con menores de 12 años se asoció negativamente con mala salud y con consumo de psicofármacos en las mujeres; que el consumo de psicofármacos en mujeres estaba relacionado positivamente con la convivencia con personas entre 65 y 74 años y con la convivencia con mayores de 74 años (aOR: 2,60; 95% IC: 1,41-4,80 y aOR: 2,93; 95% IC: 1,58-5,44 respectivamente) y en los dos sexos los largos horarios de trabajo se asociaron con problemas de salud mental aunque en mayor proporción en hombres.Conclusión: La combinación de las exigencias familiares y las horas de trabajo remunerado se asocia con diversos indicadores de salud con diferentes patrones en hombres y en mujeres.

La importància de les accions a pilota aturada en el futbol professional

L’objectiu del present estudi va consistir en estudiar el percentatge de gols a pilota aturada de la Lliga BBVA i la Premier League, establint el percentatge d’efectivitat de cadascuna d’elles. A més, es volia analitzar la freqüència de les diferents tipus d’accions a pilota aturada i substituir el terme estratègia per accions a pilota aturada. Amb aquest objectiu es van analitzar 80 partits disputats per equips de futbol professional en la temporada 2012-13 de la Lliga BBVA i la Premier League mitjançant l’anàlisi de vídeos. Les variable dependent era la consecució o no del gol, tenint com a variables independents 4 tipus d’accions a pilota aturada: tirs lliures directes, tirs lliures indirectes, córners i penals. Els resultats indiquen un major número de gols provinents d’accions a pilota aturada en la Lliga BBVA que en la Premier League, 29,8% per un 23,4% respectivament. Tot i això, s’ha comprovat com els percentatges d’efectivitat són pràcticament idèntics: 4,54% a la Lliga BBVA i 4,58% a la Premier League. Finalment, s’ha identificat el córner com l’acció que més es produeix en el joc, seguit de les faltes directes, els penals i les faltes indirectes.

Food Indicators and Their Relationship with 10 to 12 Year-olds' Subjective Well-Being

This study aimed to test subjective indicators designed to analyze the role food plays in children’s lives, explore children’s personal well-being, and evaluate the relationship between these two phenomena. It was conducted on 371 children aged 10 to 12 by means of a selfadministered questionnaire. Results showed a marked interest in food on the part of children, who consider taste and health the most important indicators when it comes to eating. They demonstrated a high level of personal well-being, measured using Cummins & Lau’s adapted version of the Personal Well- Being Index–School Children (PWI-SC) (2005), overall life satisfaction (OLS) and satisfaction with various life domains (friends, family, sports, food and body). Regression models were conducted to explain satisfaction with food, taking as independent variables the interest children have in food, the importance they give to different reasons for eating, scores from the PWI-SC, OLS and satisfaction with various life domains. In the final model, it was found that OLS, health indicators, satisfaction with health from the PWI-SC and satisfaction with your body contribute to explaining satisfaction with food. The results obtained suggest that satisfaction with food is a relevant indicator in the exploration of children’s subjective well-being, calling into question the widespread belief that these aspects are of exclusive interest to adults. They also seem to reinforce the importance of including food indicators in any study aimed at exploring the well-being of the 10 to 12 year-old population.

Why do they separate it or not? Attitudes and behaviors towards organic waste separation

This article shows the results of an exploratory study related to the separation of organic waste in order to offer suggestions for the improvement of waste disposal communication campaigns. The overall objective is to analyze attitude and behavior of those who do and those who do not separate organic waste, related to a specific promotional campaign carried out in two neighborhoods, in the municipality of Badalona (Spain), within the framework of the study of proenvironmental attitudes and behaviors and based on the Psychosocial Four Spheres Model. 1,010 interviews were conducted and data was analyzed using Chi-Squared Automatic Interaction Detector (CHAID). Waste separation behavior was used as a dependent variable. The reasons given to explain why people do or do not separate organic waste and sociodemographic variables, have been introduced as independent variables. In accordance with the Four Spheres Model, results show significant differences in waste separation. Based on the profiles obtained, we find some predictive variables that facilitate the development of communication campaigns according to the requirements of each community.

Why do they separate it or not? Attitudes and behaviors towards organic waste separation

This article shows the results of an exploratory study related to the separation of organic waste in order to offer suggestions for the improvement of waste disposal communication campaigns. The overall objective is to analyze attitude and behavior of those who do and those who do not separate organic waste, related to a specific promotional campaign carried out in two neighborhoods, in the municipality of Badalona (Spain), within the framework of the study of proenvironmental attitudes and behaviors and based on the Psychosocial Four Spheres Model. 1,010 interviews were conducted and data was analyzed using Chi-Squared Automatic Interaction Detector (CHAID). Waste separation behavior was used as a dependent variable. The reasons given to explain why people do or do not separate organic waste and sociodemographic variables, have been introduced as independent variables. In accordance with the Four Spheres Model, results show significant differences in waste separation. Based on the profiles obtained, we find some predictive variables that facilitate the development of communication campaigns according to the requirements of each community.

Why do they separate it or not? Attitudes and behaviors towards organic waste separation

This article shows the results of an exploratory study related to the separation of organic waste in order to offer suggestions for the improvement of waste disposal communication campaigns. The overall objective is to analyze attitude and behavior of those who do and those who do not separate organic waste, related to a specific promotional campaign carried out in two neighborhoods, in the municipality of Badalona (Spain), within the framework of the study of proenvironmental attitudes and behaviors and based on the Psychosocial Four Spheres Model. 1,010 interviews were conducted and data was analyzed using Chi-Squared Automatic Interaction Detector (CHAID). Waste separation behavior was used as a dependent variable. The reasons given to explain why people do or do not separate organic waste and sociodemographic variables, have been introduced as independent variables. In accordance with the Four Spheres Model, results show significant differences in waste separation. Based on the profiles obtained, we find some predictive variables that facilitate the development of communication campaigns according to the requirements of each community.

Why do they separate it or not? Attitudes and behaviors towards organic waste separation

This article shows the results of an exploratory study related to the separation of organic waste in order to offer suggestions for the improvement of waste disposal communication campaigns. The overall objective is to analyze attitude and behavior of those who do and those who do not separate organic waste, related to a specific promotional campaign carried out in two neighborhoods, in the municipality of Badalona (Spain), within the framework of the study of proenvironmental attitudes and behaviors and based on the Psychosocial Four Spheres Model. 1,010 interviews were conducted and data was analyzed using Chi-Squared Automatic Interaction Detector (CHAID). Waste separation behavior was used as a dependent variable. The reasons given to explain why people do or do not separate organic waste and sociodemographic variables, have been introduced as independent variables. In accordance with the Four Spheres Model, results show significant differences in waste separation. Based on the profiles obtained, we find some predictive variables that facilitate the development of communication campaigns according to the requirements of each community.

Les influències dels factors socials en l'ús de serveis formals

Objectiu: Aquest estudi pretén aportar coneixement sobre el model d’atenció que reben les persones de més de 79 anys dependents del municipi de Vic. Analitzar en quina mesura es fa ús dels serveis formals i quines variables influeixen en la utilització d’aquest. Mètode: Estudi retrospectiu, descriptiu i transversal. De metodologia quantitativa. La població d’estudi són aquelles persones de 80 i més anys de Vic que van sol·licitar la valoració de dependència entre els anys 2007-2010, amb un grau II o III de dependència reconegut i un Pla Individual d’Atenció validat i concedit per la Generalitat de Catalunya (n=453). Les dades provenen de registres de la Generalitat de Catalunya i de l’Àrea d’Afers Socials i Ciutadania de l’Ajuntament de Vic. Les variables dependents són la utilització de recursos formals (teleassitència, servei d’atenció domiciliària –públic i privat- , centre de dia, residència i prestacions econòmiques derivades de la llei de la dependència). El grau de dependència, el gènere, l’edat, l’estat civil, la convivència, el cuidador principal i el nivell de renda es van considerar variables independents. Resultats: El model d’atenció majoritari és el que complementa el suport informal amb el formal (62.3%). L’ús de recursos formals té un paper subsidiari (37.7%). La variable convivència influeix de forma significativa amb l’ús de serveis formals (p<0.001 en l’ús de TAS, el SAD públic i el SAD privat) . Conclusió: Els disseny de programes i criteris de provisió de serveis haurien de contemplar no només el grau de dependència sinó també variables més d’entorn com la convivència. No obstant, existeix encara poca evidència científica en aquesta línia, per això s’hauria de potenciar l’ investigació que permetés analitzar les variables de la funció social de forma més acurada. Paraules clau: Dependència, suport formal, suport informal.

The Determinants of Entry are not Independent of Start-up Size: Some evidence from Spanish manufacturing

In this paper we explore the determinants of firm start-up size of Spanish manufacturing industries. The industries' barriers to entry affect the ability of potential entrants to enter the markets and the size range at which they decide to enter. In order to examine the relationships between barriers to entry and size we applied the quantile regression techniques. Our results indicate that the variables that characterize the structure of the market, the variables that are related to the behaviour of the incumbent firms and the rate of growth of the industries generate different barriers depending on the initial size of the entrants. Keywords: Entry, regression quantiles, start-up size. JEL classification: L110, L600