ON THE USE OF PANEL DATA METHODS TO ESTIMATE RATIONAL ADDICTION MODELS

This paper reviews some of the econometrics problems faced when estimating a rational addiction model of Becker and Murphy using panel data. This is illustrated with three empirical applications. The first application looks at cigarette consumption using macro panel data on American states over time. The second application looks at liquor consumption using macro panel data on American states over time. The third application uses micro-panel data on Russian alcohol consumption.     

Dynamics in transitory and permanent variation of wages in Germany

We employ covariance structure models to decompose the cross-sectional variance of male wages in Germany into its permanent and transitory parts. We find that the steep growth of cross-sectional inequality during the early 2000s is predominantly driven by transitory factors.     

Innis Lecture: Inference on income distributions

Abstract This paper attempts to provide a synthetic view of varied techniques available for performing inference on income distributions. Two main approaches can be distinguished: one in which the object of interest is some index of income inequality or poverty, the other based on notions of stochastic dominance. From the statistical point of view, many techniques are common to both approaches, although of course some are specific to one of them. I assume throughout that inference about population quantities is to be based on a sample or samples, and, formally, all randomness is due to that of the sampling process. Inference can be either asymptotic or bootstrap based. In principle, the bootstrap is an ideal tool, since in this paper I ignore issues of complex sampling schemes and suppose that observations are IID. However, both bootstrap inference and, to a considerably greater extent, asymptotic inference can fall foul of difficulties associated with the heavy right‐hand tails observed with many income distributions. I mention some recent attempts to circumvent these difficulties.     

Causal linkages between work and life satisfaction and their determinants in a structural VAR approach

Work and life satisfaction depend on a number of pecuniary and non-pecuniary factors at the workplace and determine these in turn. We analyze these causal linkages using a structural vector autoregression approach for a German sample of the working populace from 1984 to 2008, finding that workplace autonomy plays an important causal role in determining well-being.     

Cost-Effective Prevention of Hip Fractures

The main objective of the analysis in this article is to do a health economic study of a preventive program that may influence the risk of hip fractures for people age 65 and older. The analysis of health promoting measures aimed at the prevention of hip fractures shows that there is a large potential for reducing costs and achieving significant health benefits within the older groups of the population. Prevention of hip fractures in the best cities seems to be cost-effective because it dominates a situation without any prevention. This implies a reduction in the total costs for society and an improvement in the quality of life and life expectancy.     

Health care expenditure and economic growth: Quantile panel-type analysis

This study uses international total health care expenditure data of 31 countries from 1986 to 2007 for exploring the causality between an increase in health care expenditure and economic growth. The empirical procedure is divided into two parts. The first is the panel regression analysis and the second is the quantile regression analysis. The estimation of the panel regression reveals that, expenditure growth will stimulate economic growth; however, economic growth will reduce expenditure growth. With regard to the estimation of quantile regression, when economic growth is quantile, in countries with low level of growth, the influence of expenditure growth on economic growth is different. In countries with medium and high levels of economic growth, the influence of expenditure growth on economic growth is positive; when health care expenditure growth is quantile, the influence of economic growth on expenditure growth is more different.     

Proximity,networking and knowledge production in Europe: What lessons for innovation policy?

This paper aims at investigating the role of different types of proximity on the technological activity of a region within the context of a knowledge production function, where R&D expenditure and human capital are the main internal inputs. We thus assess to what extent the creation of new ideas in a certain region is enhanced by knowledge flows coming from proximate regions. In particular, we examine in detail different kinds of proximity by combining the usual geographical dimension with the institutional, technological, social and organizational proximity. The analysis is implemented for an ample dataset referring to 276 regions in 29 European countries (EU27 plus Norway, Switzerland) over the last decade. Results show that human capital and R&D are clearly essential for innovative activity with the former being much more effective in driving the production of knowledge. As for the proximity and network effects, we find that technological proximity outperforms the geographic one, whilst a limited role is played by social and organizational networks. As a result, the first policy message is that European regions still need to focus on policies aimed at increasing the endowments of well-educated labour force and therefore their knowledge base. Furthermore, we need innovation policies based on each region's specific innovation potential, due to the existing differences in geographical, cognitive, institutional, social and organizational structures and networks.     

Factors Affecting Cigarette Demand

This paper addresses the impact of smoking restrictions in workplaces and educational establishments, cigarette price measures and various psychosocial indicators on cigarette demand, controlling for demographic and socio-economic factors. The data used for the analysis are collected via questionnaire that was administered in personal-in home interviews. A two-part model of cigarette demand [Cragg, J. G. “Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods,” Econometrica, 39, 5, 1971, pp. 829–44.] is estimated. According to the estimations, cigarette price measures do not influence cigarette demand. On the contrary, smoking restrictions in workplaces and educational establishments and most of the psychosocial variables are found to affect cigarette demand considerably.     

How well do individuals predict their future life satisfaction? Evidence from panel data following a nationwide exogenous shock

Abstract .  Using German panel data, we investigate how well individuals predict their own future life satisfaction. The context is the decade following the 1990 reunification of Germany, which provided a large shock to the future prospects of the inhabitants of the former East Germany. We find that the majority of East Germans significantly overestimated the satisfaction gains from reunification in the years immediately after transition, but by 1994 had converged on correct aggregate expectations. Some evidence of micro-heterogeneity in the prediction errors is found by age and education. For West Germans, we find some initial over-optimism, although less than for East Germans.     

Education, segregation and marital sorting: theory and an application to the UK

This paper presents a model of the intergenerational transmission of education and marital sorting. Parents matter both because of their household income and because their human capital determines the distribution of a child's disutility from making an effort to become skilled. We show that an increase in segregation has potentially ambiguous effects on the proportion of individuals that become skilled in the steady state, and hence on marital sorting, the personal and household income distribution, and welfare. We calibrate the steady state of our model to UK statistics. We find that an increase in the correlation of spouses in their years of education will bring about a small increase in the proportion of skilled individuals when the relative supply of skilled individuals is variable at the family level and a decrease when this supply is fixed. Ex-ante utility (of an unborn individual) increases in the first case and decreases in the second. The welfare effect of increased sorting is negative for unskilled individuals and positive for skilled individuals. Increased segregation always leads to an increase in welfare inequality between skilled and unskilled individuals.     

Health shocks and consumption smoothing in rural households: Does microcredit have a role to play?

This paper estimates, using a large panel data set from rural Bangladesh, the effects of health shocks on household consumption and how access to microcredit affects households’ response to such shocks. Households appear to be fairly well insured against health shocks. Our results suggest that households sell livestock in response to health shocks and short term insurance is therefore attained at a significant long term cost. However microcredit has a significant mitigating effect. Households that have access to microcredit do not need to sell livestock in order to insure consumption. Microcredit organizations and microcredit therefore have an insurance role to play, an aspect that has not been analyzed previously.