The Measurement of Racial Discrimination in Pay between Job Categories: Theory and Test

The traditional model of taste discrimination in labor markets presumes perfect substitution, making it unsuitable for the measurement of discrimination across job assignments. We extend the model to explain cross-assignment discrimination and test it on data from Major League Baseball. A competitive firm with a Generalized Leontief production function fills each job assignment with whites and nonwhites in an environment of customer prejudice. According to the model, cross-assignment discrimination depends upon racial productivity differences, the productivity x prejudice interaction, technology, relative labor supply and racial integration. We find strong evidence of ceteris paribus racial salary differences between hitters and pitchers.wages, discrimination, imperfect substitutability, integration

The Effects of Aging on Migration in a Transition Economy: The Case of China

China has been experiencing two major demographic sea changes since the late 1970s: (i) Internal migration, primarily rural-to-urban, on a scale that dwarfs all other countries at any time in history; and (ii) a shift in its age distribution. The basic question posed in this paper is: How are aging and migration related in post-reform China? We argue that there is probably two-way causality: Shifts in the origin region's age distribution induce changes in the scale and structure of migration, but out- (in-) migration shifts the origin's (destination's) age distribution. We examine theoretically and empirically the relationship between origin age distribution and interprovincial migration in China using province-level census data for 1985-2005. The goal of the paper is two-fold: (i) To develop a more refined theoretical model that explains how a migrant's age affects his/her likelihood of migration; and (ii) to obtain unbiased estimates of the effect of age on the interprovincial migration rate. Our theory section is motivated by the observation that, while most researchers recognize the importance of including age in theoretical and empirical models of migration, the exact reasons for why age affects migration have not been analyzed very thoroughly. We model the migration decision and demonstrate that there is an ambiguous relationship between age and the likelihood of migration. Implications of the theory are tested with an extended modified gravity model using OLS and 2SLS.internal migration, age distribution, reforms

Cross-Assignment Discrimination in Pay: A Test Case of Major League Baseball

The traditional Becker/Arrow style model of discrimination depicts majority and minority and workers as perfectly substitutable inputs, implying that all workers have the same job assignment. The model is only appropriate for determining whether pay differences between, for example, whites and non-whites doing job assignment A are attributable to prejudice ('within-assignment discrimination'); It is inappropriate, however, for determining whether pay differences between whites in job assignment A and non-whites in job assignment B reflect discriminatory behaviour ('cross-assignment discrimination'). We test the model of such cross assignment discrimination developed by Bodvarsson and Sessions (2011) using data on Major League Baseball hitters and pitchers for four different seasons during the 1990s, a decade during which monopsony power fell. We find strong evidence of ceteris paribus racial pay differences between hitters and pitchers, as well as evidence that cross-assignment discrimination varies with labour market structure.wage discrimination, complementarity, monopsony power

Cross-assignment discrimination in pay: A test case of major league baseball

The traditional Becker/Arrow style model of discrimination depicts majority and minority and workers as perfectly substitutable inputs, implying that all workers have the same job assignment. The model is only appropriate for determining whether pay differences between, for example, whites and non-whites doing job assignment A are attributable to prejudice ('within-assignment discrimination'); It is inappropriate, however, for determining whether pay differences between whites in job assignment A and non-whites in job assignment B reflect discriminatory behaviour ('cross-assignment discrimination'). We test the model of such cross assignment discrimination developed by Bodvarsson and Sessions (2011) using data on Major League Baseball hitters and pitchers for four different seasons during the 1990s, a decade during which monopsony power fell. We find strong evidence of ceteris paribus racial pay differences between hitters and pitchers, as well as evidence that cross-assignment discrimination varies with labour market structure

Labor market discrimination and capital investment: the effects of fan discrimination on stadium investment

We investigate the possibility that labor market discrimination affects economic outcomes in the complementary capital market. Previous research contains ample theoretical justification, and empirical evidence, that discrimination affects wages and employment in labor markets. However, the effects of discrimination against minority labor on transactions in markets for other inputs used in production are not known. We develop a model of the optimal capital stock put in place in the presence of customer discrimination and test this model using data on sports facility construction over the period 1950-2004. The empirical evidence suggests that teams in cities with more racial segregation spend less on sports facilities, confirming the predictions of the model about the effect of customer discrimination on capital investment

The Regulation of Migration in a Transition Economy: China’s Hukou System

Unlike most countries, China regulates internal migration. Public benefits, access to good quality housing, schools, health care, and attractive employment opportunities are available only to those who have local registration (Hukou). Coincident with the deepening of economic reforms, Hukou has gradually been relaxed since the 1980s, helping to explain an extraordinary surge of migration within China. In this study of interprovincial Chinese migration, we address two questions. First, what is a sensible way of incorporating Hukou into theoretical and empirical models of internal migration? Second, to what extent has Hukou influenced the scale and structure of migration? We incorporate two alternative measures of Hukou into a modified gravity model – the unregistered migrant's: (i) perceived probability of securing Hukou; and (ii) perceived probability of securing employment opportunities available only to those with Hukou. In contrast to previous studies, our model includes a much wider variety of control especially important for the Chinese case. Analyzing the relationship between Hukou and migration using census data for 1985-90, 1995-2000 and 2000-05, we find that migration is very sensitive to Hukou, with the greatest sensitivity occurring during the middle period.internal migration, Hukou, migrant networks, reforms

Aging and Migration in a Transition Economy: The Case of China

Post-reform China has been experiencing two major demographic changes, an extraordinary amount of internal migration and an aging population. We present a general migration model which captures the idea that older migrants have shorter durations in the destination but possibly larger general human capital to transfer. Therefore, the incentive to migrate is ambiguously related to age. We test the theoretical implication using an extended modified gravity model, nuanced to fit the case of a transition economy. We find that shifts in China's age distribution have generated significant changes in the country's migration patterns

The regulation of migration in a transition economy: China's Hukou system

Unlike most countries, China regulates internal migration. Public benefits, access to good quality housing, schools, health care, and attractive employment opportunities are available only to those who have local registration (Hukou). Coincident with the deepening of economic reforms, Hukou has gradually been relaxed since the 1980s, helping to explain an extraordinary surge of migration within China. In this study of interprovincial Chinese migration, we address two questions. First, what is a sensible way of incorporating Hukou into theoretical and empirical models of internal migration? Second, to what extent has Hukou influenced the scale and structure of migration? We incorporate two alternative measures of Hukou into a modified gravity model - the unregistered migrant's: (i) perceived probability of securing Hukou; and (ii) perceived probability of securing employment opportunities available only to those with Hukou. In contrast to previous studies, our model includes a much wider variety of control especially important for the Chinese case. Analyzing the relationship between Hukou and migration using census data for 1985-90, 1995-2000 and 2000-05, we find that migration is very sensitive to Hukou, with the greatest sensitivity occurring during the middle period

The effects of aging on migration in a transition economy: The case of China

China has been experiencing two major demographic sea changes since the late 1970s: (i) Internal migration, primarily rural-to-urban, on a scale that dwarfs all other countries at any time in history; and (ii) a shift in its age distribution. The basic question posed in this paper is: How are aging and migration related in post-reform China? We argue that there is probably two-way causality: Shifts in the origin region's age distribution induce changes in the scale and structure of migration, but out- (in-) migration shifts the origin's (destination's) age distribution. We examine theoretically and empirically the relationship between origin age distribution and interprovincial migration in China using province-level census data for 1985-2005. The goal of the paper is two-fold: (i) To develop a more refined theoretical model that explains how a migrant's age affects his/her likelihood of migration; and (ii) to obtain unbiased estimates of the effect of age on the interprovincial migration rate. Our theory section is motivated by the observation that, while most researchers recognize the importance of including age in theoretical and empirical models of migration, the exact reasons for why age affects migration have not been analyzed very thoroughly. We model the migration decision and demonstrate that there is an ambiguous relationship between age and the likelihood of migration. Implications of the theory are tested with an extended modified gravity model using OLS and 2SLS

Interprovincial migration in China: the effects of investment and migrant networks

Since the 1980s, China's government has eased restrictions on internal migration. This easing, along with rapid growth of the Chinese economy and substantial increases in foreign and domestic investments, has greatly stimulated internal migration. Earlier studies have established that migration patterns were responsive to spatial differences in labor markets in China, especially during the 1990s. However, other important economic and socio-political determinants of interprovincial migration flows have not been considered. These include the size of the migrant community in the destination, foreign direct and domestic fixed asset investments, industry and ethnic mixes and geographic biases in migration patterns. We estimate a modified gravity model of interprovincial migration in China that includes as explanatory variables: migrant networks in the destination province, provincial economic conditions, provincial human capital endowments, domestic and foreign investments made in the province, industry and ethnic mixes in the province, provincial amenities and regional controls, using province-level data obtained from the National Census and China Statistical Press for the 1980s and 1990s. We find strong evidence that migration rates rise with the size of the destination province's migrant community. Foreign and domestic investments influence migration patterns, but sometimes in unexpected ways. We find that as economic reforms in China deepened in the 1990s, the structure of internal migration did not change as much as earlier studies have suggested. Consequently, our results raise new questions about the World's largest-scale test case of internal migration and strongly suggest a need for further research