Price Effects of the Minimum Wage: A Survey Data Analysis for the German Construction Sector

Utilizing the link between employment and price changes as a result of minimum wages, we use firm‐level data to evaluate the effect of minimum wage introduction in the German construction sector. In East Germany we find significant positive price effects that exclude the possibility of rising employment. Rather, the results indicate the existence of a competitive sector‐specific labour market, and thus declining employment. In contrast, we cannot find any significant price reaction for West Germany. This suggests that the implemented minimum wage in West Germany is too low in comparison to the predominantly paid wages and is hence not binding.     

Worker and Firm Heterogeneity in Wage Growth: An AKM Approach

This paper estimates a wage growth equation containing human capital variables known from the traditional Mincerian wage equation with year, worker and firm fixed effects included as well. The paper thus contributes further to the large empirical literature on unobserved heterogeneity following the work of Abowd, Kramarz, and Margolis [1999; Econometrica 67(2): 251–333]. Our main contribution is to extend the analysis from wage levels to wage growth. The specification enables us to estimate the individual‐specific and firm‐specific fixed effects and their degree of explanation on wage growth. The analysis is conducted using Danish longitudinal matched employer–employee data from 1980 to 2006. We find that the worker fixed effect dominates both the firm fixed effect and the effect of the observed covariates. Worker effects are estimated to explain 7–12 per cent of the variance in wage growth whereas firm effects are estimated to explain 4–10 per cent. We furthermore find a negative correlation between the worker and firm effects, as do nearly all authors examining wage level equations.     

Firm Size and Employment Dynamics: Estimations of Labor Demand Elasticities Using a Fractional Panel Probit Model

This paper examines the comprehensive discussion on the relationship between job creation, or destruction and firm size. More specifically, the study will determine whether the argument about small‐ and medium‐sized enterprises (SMEs) showing higher employment dynamics is confirmed or not. As such, the following work applies elasticities from a standard labor demand model derived from the estimations of fractional probit models for panel data, as process recommended in Papke and Wooldridge [2008; Journal of Econometrics 145(1–2): 121–133]. Elasticities are a useful measure of employment dynamics, if it is assumed that SMEs act on the same markets. The elasticity results from German establishment data illustrate that firm size does matter for the increase or decrease of employment. SMEs with less than 10 workers exhibit a higher employment dynamic, compared with other entities, at each respective percentile in the distribution of the wage share. Additionally, the outcome of the analysis weakly confirms the hypothesis that smaller firms are more restricted to capital markets, compared with large entities. The results also illustrate that firm size only explains one aspect of job creation and destruction. As stated in the well‐known Hicks–Marshall rules for elasticities of factor demand, the results illustrate that the reaction of labor demand on economic changes increases with the share of labor. Firms with a high share of labor also have larger elasticities, compared with firms with a strong use of capital. Both effects, the size effect and the effect of the proportion of labor, would blend in reality, and therefore, possibly lead to controversial results for the relationship between firm size and employment dynamics. In addition, a model with a negative relationship among both variables is too simple to explain the behavior of firms.     

Residual Wage Inequality and Immigration in the USA and the UK

This paper assesses the effects of immigration on the increasing residual wage inequality in the USA and UK from 1994 to 2008. It does so by using an extension of the Lemieux (2006) methodology, whereby counterfactual residual variances are constructed to account not only for composition effects (changes in education‐experience of the workforce), but also for increasing immigration in the labour force. The empirical analysis reveals that residual wage inequality is higher among immigrants than among natives. However, increase in immigration does not seem to represent the major force behind the increase in residual wage inequality for the USA and for the UK.     

Credential Effects and the Returns to Education in China

Using the China Household Income Project (CHIP) data for 1995 and 2002, we examine the returns to education in China, separating out credential effects from pure years‐of‐schooling effects. The results are broadly consistent with the implications of China moving towards a market‐oriented economy: increasing returns to education where both years of schooling and credentials from completing key phases are rewarded; a decline in the importance of credentials as firms have more discretion to select the best‐suited employees irrespective of their credentials; more emphasis on credentials in the state sector; less emphasis on credentials for long‐tenured employees for whom the employer has more opportunity to assess productivity without relying on credentials; and a greater importance of credentials for females for whom the value of such signals may be more important.     

Skill Acquisition in the Informal Economy and Schooling Decisions: Evidence from Emerging Economies

Informal jobs offer skill acquisition opportunities that may facilitate a future switch to formal employment for young workers. In this sense, informal training on the job may be a viable alternative to formal schooling in an economy with a large and diverse informal sector. In this paper, I investigate if these considerations are relevant for the schooling decisions of young individuals using panel data for 17 Latin American countries and micro‐level data for Turkey. Specifically, I ask if the prevalence of informal jobs distorts schooling attainment. I concentrate on three measures of schooling outcomes: (1) secondary education enrollment rate; (2) out‐of‐school rate for lower secondary school; and (3) tertiary education graduation rate. I find that the secondary education enrollment rate is negatively correlated with the size of the informal economy, whereas the out‐of‐school rate is positively correlated. Moreover, the tertiary education graduation rates tend to fall as the informal employment opportunities increase. This means that informal training on the job may be crowding out school education in developing countries. Policies that can potentially affect the size of the informal sector should take into consideration these second‐round effects on aggregate schooling outcomes.     

Wage and Productivity Differentials in Japan: The Role of Labor Market Mechanisms

This paper aims at explaining two stylized facts of the Lost Decade in Japan: rising wage inequalities and increasing firm‐level productivity differentials. We build a model where firms can choose between efficiency wages with endogenous effort and competitive wages, and show that it can replicate those facts. Using Japanese microeconomic data, we find support for the existence of efficiency wages in one group of firms and competitive wages in the other group. Based on those results, a simulation shows that the share of firms using efficiency wages has declined, within sectors, during the Lost Decade, as predicted by the model.     

Workplace Job Satisfaction in Britain: Evidence from Linked Employer–Employee Data

The paper examines the nature of workplace job satisfaction in Britain using an ‘overall’ and domain‐specific job satisfaction outcomes from linked employer–employee data. A measure of aggregate job satisfaction alone might mask domain‐specific differences in satisfaction, something the combined approach in this paper addresses. As well as controlling for a rich set of correlates on employees and their workplaces, the paper deploys alternative empirical models that account for employee‐ and workplace‐level unobserved heterogeneity. The paper reports interesting results on the link between job satisfaction and observed as well as unobserved characteristics of employees and their workplaces.     

Estimating the Return to College in Britain Using Regression and Propensity Score Matching

College graduates tend to earn more than non‐graduates but it is difficult to ascertain how much of this empirical association between wages and college degree is due to the causal effect of a college degree and how much is due to unobserved factors that influence both wages and education (e.g. ability). In this paper, I use the 1970 British Cohort Study to examine the college premium for people who have a similar ability level by using a restricted sample of people who are all college eligible but some never attend. Compared with using the full sample, restricting the sample to college‐eligible reduces the return to college significantly using both regression and propensity score matching estimates. The finding suggests the importance of comparing individuals of similar ability levels when estimating the return to college.     

Employer Changes and Wage Changes: Estimation with Measurement Error in a Binary Variable

Self‐reported tenure is often used to determine job changes. We show there are substantial inconsistencies in these responses; consequently, we risk misclassifying job changes as stays and vice versa. An estimator from Hausman et al. is applied to a job change model for Ireland, and we find that ignoring misclassification may substantially underestimate the true number of changes and lead to diminished covariate effects. The main contribution of the paper is to control for misclassification when estimating the wage effects of job mobility. A two‐step approach is adopted. We find ignoring misclassification leads to a significant downwards bias in the wage impact, and we provide an estimate that corrects for measurement error.     

Feedback quality and performance in organisations

The provision of feedback is fundamental for promoting employee performance in modern organisations; however, little is known about how the quality of feedback affects performance. We report an experiment where subjects perform a real-effort task repeatedly in a flat-wage environment which varies the quality of feedback across treatments. In the baseline treatment, subjects receive no feedback about their rank in their group. In the two main treatments, feedback quality varies in that subjects know (“High-Quality Feedback”) or do not know (“Low-Quality Feedback”) their exact rank in their group. We show that the quality of feedback is an important driver of productivity. Average performance is significantly higher for high-quality feedback than for low-quality or no feedback, where no significant overall performance differences are observed. Our results have significant implications for designing and implementing cost-effective policies within organisations.     

Integration and efficiency convergence in EU banking markets

Evidence of financial integration and convergence are considered of importance in assessing the outcome of EU deregulation policies aimed at improving the efficiency and performance of banking sectors. This paper evaluates the recent dynamics of bank cost efficiency by means of data envelopment analysis (DEA). Borrowing from the growth literature, we apply dynamic panel data models (GMM) to the concepts of β-convergence and σ-convergence to assess the speed at which banking markets are integrating. We also employ a partial adjustment model to evaluate convergence towards best practice. Results seem to provide supporting evidence of convergence of efficiency levels towards an EU average. Nevertheless, there is no evidence of an overall improvement of efficiency levels towards best practice.     

Total factor productivity and shareholder returns in banking

This paper examines shareholder value drivers in European banking focusing on the efficiency and productivity features of individual banks. In particular, we analyse the value relevance of bank cost efficiency and total factor productivity (TFP) (in all its components, including technological change, pure technical efficiency change and scale efficiency change) to see how these influence shareholder value creation in European banking. The paper focuses on the French, German, Italian and U.K. banking systems over the period 1995–2002 and includes both listed and non-listed banks. We find that TFP changes best explain variations in shareholder value (measured by market-adjusted returns, MAR, for listed banks and by the ratio of EVA_bkg to invested capital at time t−1 for non-listed banks). In both samples, we also find that technological change seems to be the most important component of TFP influencing shareholder value creation in European banking.     

数据挖掘在中国的现状和发展研究

数据挖掘是人工智能和数据库研究的新兴领域,近年来,数据挖掘技术的理论与应用研究发展迅速,并引起了国内外研究人员的重视。本文以科学引文索引数据库(SCI)、工程索引数据库(EI)以及清华全文数据库(CNKI)中有关"数据挖掘"研究文章的统计数据为研究基础,对数据挖掘在我国研究的总体趋势、研究热点、研究分支三个方面进行分析和研究。本文分析了数据挖掘在我国的发展,并对进一步发展我国数据挖掘的理论研究和实际应用提出了建议。     

Misallocation and Total Factor Productivity in Italy: Evidence from Firm‐Level Data

Over the last two decades, total factor productivity (TFP) in Italy decreased by 0.2% per year, while increasing on average in the Euro‐area countries. This decline suggests the existence of large inefficiencies in the allocation of resources, making the Italian case particularly interesting and suitable in order to study the role of misallocation. In this article, I quantify the within‐industry misallocation of inputs in Italy over the period 1993–2011, by applying the Hsieh and Klenow's methodology. Using a micro‐level longitudinal dataset of Italian manufacturing firms, I find that, in the hypothetical absence of distortions, aggregate TFP in manufacturing would be boosted by 58% in 1993, by 67% in 2006 and by 80% in 2011. This leads to a twofold conclusion: first, misallocation plays a crucial role in determining the inefficiency level of the Italian manufacturing sector; second, misallocation has increased over time. Given the magnitude of the results obtained and the policy implications related thereto, I take a step ahead by checking to what extent the degree of misallocation can be attributed to specific characteristics of the Italian firms: it emerges that misallocation is higher for firms located in the south and at low‐technological intensity, as well as for small or young firms.