Search results for " logit model"
showing 10 items of 18 documents
Family Structure and Subjective Economic Well-Being: Some New Evidence
2013
The paper investigates the main socio-demographic and economic determinants of subjective economic well-being in different typologies of households. Previous studies have used dummy variables to explore the effect of family structure. In this paper, however four different models—one for each family typology—have been estimated to test if each selected explanatory variable is significant and how it acts in determining the level of subjective economic well-being. To achieve this, we apply an under-used logit model—the partial proportional ordered model. Our analysis, based on data from the 2005 Italian Survey on Income and Living Conditions highlights the main variables affecting the subjecti…
The determinants of subjective economic well-being: an analysis on Italian-Silc data
2011
Using Italian data on Income and living conditions for the year 2005, the paper investigates the main determinants of households’ subjective economic well-being by means of a Partial Proportional Ordered Logit Model. According to a joint subjective and objective perspective of analysis, we use as dependent variable the perceived ability of households to make ends meet. Whereas, we use as explanatory variables some objective aspects of living conditions relating to housing, financial equilibrium, possession of durables and quality of residence place and some socio-demographic characteristics. The empirical results show that the financial strain is the most relevant dimension of living condit…
Modeling offenses among motorcyclists involved in crashes in Spain.
2013
In relative terms, Spanish motorcyclists are more likely to be involved in crashes than other drivers and this tendency is constantly increasing. The objective of this study is to identify the factors that are related to being an offender in motorcycle accidents. A binary logit model is used to differentiate between offender and non-offender motorcyclists. A motorcyclist was considered to be offender when s/he had committed at least one traffic offense at the moment previous to the crash. The analysis is based on the official accident database of the Spanish general directorate of traffic (DGT) for the 2003–2008 time period. A number of explanatory variables including motorcyclist character…
Moving from North to North: how are the students’ university flows?
2021
AbstractStudent mobility has been much commented upon and much studied. Student mobility has social, economic, and political consequences. This form of mobility is relevant, in Italy, in terms of south-north flows, while the mobility of northern students toward the South and Centre of Italy is negligible. To the best of our knowledge, a proper focus on the dynamics among northern regions has not yet been carried out. This study focuses on the interregional mobility of northern first-year students. To this end, we use a longitudinal dataset with students’ individual histories from 2008 to 2017, obtained from the cohort-based datasets collected using the Italian Ministry of University’s admin…
Potential demand and cost-benefit analysis of electric cars
2004
In this study an analysis of electric family car performances is carried out. In particular, the aim of this research is to appraise the possibility of introducing electric cars in urban mobility and the evaluation of its economic feasibility. First of all, we determined the potential electric car demand, which was forecasted using a stated preference (SP) analysis. The survey was carried out at the University of Palermo considering a particular target of consumer: ‘the hybrid household’. A logit demand model was calibrated using the SP technique to model the choice between the electric car and the conventional one. In the second part of the work, the economic feasibility of the electric ca…
Understanding the consumption of plant-based meat alternatives and the role of health-related aspects. A study of the Italian market
2023
One possible solution to address some of the current health and environmental challenges we are facing is to choose plant-based meat alternatives (PBMAs). However, from the literature, the role of PBMA products in the consumer’s diet and whether they are a substitute for red meat consumption or if they only represent an enrichment function is not clear. Moreover, little is known about how health-related aspects affect consumer choices. This study tries to understand the role of PBMAs in consumption habits and the effects of health-related aspects in PBMA consumption. The results show that PBMA consumption occurs in substitution to red meat, and it is associated mainly with healthy and susta…
Composition of families and subjective economic well-being: an application to Italian context
2011
Using Italian data on Income and Living Conditions for the year 2005, the paper explores empirically whether the determinants of subjective economic well-being (SEW) differ (or not) in four representative typologies of households. By means of a Partial Proportional Ordered Logit Model the subjective economic well-being – proxied by the capacity of households to make ends meet – has been explored. Results highlight the variables acting on SEW, common to each typology, are related both to economic status (specifically, the capacity to pay taxes and to afford housing, clothes and holiday expenditures) and to socio-demographic status (specifically, the work-status and the highest level of educa…
Innovation Dynamics in Space: Local Actors and Local Factors
1997
This paper addresses the issue of technogenesis and its geographical pattern. It aims to offer both a general analysis framework and a test on innovation data from several European cities. This framework is mainly built on the product life-cycle and the incubation approach. On the basis of this framework, it is argued that the phases of an industrial life-cycle have several firm-specific effects. First, these phases influence innovativeness and thus profit levels, output and employment of firms in a spatially distinct way. Second, the phases of the life-cycle mirror the importance of local factors for innovations, and third, they affect strategic decisions of firms, inter alia by influencin…
How the Covid-19 Pandemic Is Changing Online Food Shopping Human Behaviour in Italy
2020
The advent of the Internet has significantly changed consumption patterns and habits. Online grocery shopping is a way of purchasing food products using a web-based shopping service. The current COVID-19 pandemic is determining a rethinking of purchase choice elements and of consumers&rsquo
Assessment of subjective economic well-being in Italy
2010
Using the European Survey on Income and Living Conditions for the year 2005, we analyze the subjective economic well-being and its determinants relating to some sub-groups of Italian households by means of an Ordered Logit Model (OLM), whose dependent variable is represented by a perception variable, that is the ability of households to make ends meet. The empirical results highlight that the main determinants of subjective economic well-being are the same for the four typologies of households. The subjective economic well-being is not only related to the economic status, but it is mostly influenced by socio-demographic variables, as work and education conditions. Furthermore, the level of …