Glass Ceilings versus Sticky Floors: Evidence from Southeast Asia and an International Update

Using counterfactual decompositions combined with quantile regression, we investigate the pattern of gender wage differentials in Asian and Latin American countries and combine the findings with existing evidence for European and other mostly developed countries. While in the group of Latin American countries glass ceilings are prevalent, no clear evidence of glass ceilings is found in the group of Asian countries where, generally, sticky floors or a mixed pattern is the norm. The findings are robust with as well as without occupation controls. In addition, analysis by sector points to glass ceilings in the public sector in most countries, while in the private sector the patterns vary. Combining the new evidence from the present study with existing evidence (in total we consider 60 countries), a comprehensive global picture of gender wage differentials is provided. Possible explanations for differences in patterns of gender wage differentials are discussed.     

Glass ceiling or sticky floor? Evidence from a distributional approach of the gender wage gap among PhD holders in South Korea

This study examines the gender wage gap, to explore whether a glass ceiling (large unexplained wage gaps in the upper percentiles) or sticky floor (large unexplained wage gaps in the lower percentiles) exists in the wage distribution of the most educated Koreans. This study focuses on seeking these distributional patterns for a theoretically homogeneous gender group, relying on a smaller dataset of PhD holders. Counterfactual methods combining recentered influence function decomposition with propensity score matching allow us to estimate how the wage gap between statistically similarly matched males and females, varies across the unconditional wage distribution. There is evidence of a strong sticky floor and a limited glass ceiling among Korean PhD holders. Results show that a negative relationship between a high level of education and the gender wage gap cannot be taken for granted, at least in South Korea. Even female PhD holders suffer from gender discrimination, especially when they are at the bottom end of the wage distribution.     

二元结构下我国城镇劳动力市场中的性别工资差异研究

文章利用CHIP2002和CHIP2013数据,采用基于RIF无条件分位数回归的分解法,比较了不同时间维度和不同分位数水平上,我国农民工和城镇职工的性别工资差距及其形成机理。研究结果表明：第一,我国城镇劳动力市场中的性别工资差距不断扩大,其中农民工的性别工资差距全方位扩大,且低分位数上的增速最快,致使2013年其各分位数上的性别工资差距超过城镇职工。其中,低收入城镇职工与中等收入农民工群体的性别工资差距及其来源具有相似特征。第二,系数效应是造成城镇职工和农民工性别工资差异的主要因素,两个群体的性别歧视均有所增强。但与城镇职工相比,农民工群体的性别歧视较大且增速较快。由于低收入群体中性别歧视的快速增长,城镇劳动力市场中遭受性别歧视最严重的群体由2002年的高收入的城镇女性职工和高收入的女性农民工,转变为2013年中等收入的女性农民工和低收入的城镇女性职工。第三,尽管针对中高收入城镇女性职工的市场前歧视和市场歧视均有所弱化,但低收入的城镇女性人力资本水平及其回报率仍低于同类男性,呈现与女性农民工相似的特点。上述结果意味着,城镇劳动力市场中不同户籍、不同收入水平的女性,遭受着不同程度的性别歧视,应针对不同群体采用差别化的性别干预政策。     

Changes in gender wage discrimination in the 1990s: A tale of three very different economies

In this paper gender wage decompositions are performed for three very different countries, that is, Japan, Russia and the USA for the years of 1993 and 2000, using the ISSP data set. From the research of this paper, it is shown that the gender wage differential in Japan has narrowed between 1993 and 2000, and the results reveal price and characteristics effects for this country that differ markedly from those observed elsewhere, with female disadvantage being particularly marked. Also, this paper finds that gender wage differentials in Russia and the USA have increased during the years considered here.     

Parenthood penalty and gender wage gap: Recent evidence from Thailand

This study first examines the evolution of gender wage gap in Thailand, using cross-sectional data from the Labor Force Survey (LFS) for 1985–2017. We find that education, occupation, and industry significantly contribute to gender wage gap convergence in Thailand. Furthermore, for females, the wage gap between mothers and non-mothers has increased over time, while for males, the changes are relatively small. Thereafter, we examine the gender wage gap associated with marriage and parental status, using panel data from the Socio-Economic Survey (SES) for 2005–2012, and find wage penalty for both motherhood and fatherhood in Thailand.     

Occupational Segregation and Gender Wage Differentials: Evidence from Malaysia

In Malaysia, the participation of women in the labor market has increased over time. However, occupational segregation and wage differentials continue to be prevalent between men and women in the labor market. The present paper investigates gender‐related occupational segregation and wage differentials based on data collected from 7135 working households in Peninsular Malaysia in 2011. The wage decomposition model introduced by Brown et al. (1980) is used to examine the determinants of gender‐related wage differentials. The results suggest that differences within occupations account for the largest portion of the wage gap between men and women. The results also indicate that wage discrimination within occupations plays an important role in the gender wage gap, while sample selection bias plays an important role in the examination of gender wage gaps.     

Variation in the Effects of Aggregate Demand Shocks: Evidence and Implications across Industrial Countries

Over a sample of nineteen industrial countries, more variable aggregate demand and/or higher mean inflation attenuates (augments) the effect of aggregate demand shocks on real output growth (wage and price inflation) while having no effect on the response of the real wage to such shocks. In all countries examined, aggregate demand shocks are positively (negatively) correlated with nominal variables (real output). Among explanations of the business cycle based on shocks to aggregate demand, this evidence favors the new Keynesian sticky wage explanation over the sticky price and the new classical imperfect information explanations.     

Do Wages Continue Increasing at Older Ages? Evidence on the Wage Cushion in the Netherlands

In this study, we investigate the anatomy of older workers’ wages. The central question is whether the wage cushion—i.e., the difference between actual wages and collectively agreed-upon (maximum) contractual wages—contributes to the fact that wages continue increasing at older ages. We follow the wages of individual workers in twenty-two sectors of industry in the Netherlands using administrative data for the period 2006–2010. In the public sector, we find no evidence of a wage cushion. Wage scale ceilings set in collective agreements are guiding for older workers’ wages, and workers earning a contractual wage equal to a wage scale ceiling are not compensated with higher additional wages. In the private sector, we do find evidence of a wage cushion. Wage scale ceilings are less restrictive and workers earning a contractual wage exceeding the highest wage scale ceiling experience higher contractual wage growth. The private sector wage cushion enhances wage differentiation and allows for wages that continue increasing at older ages.     

Occupational Segregation and its Effect on Estimates of the Gender Wage Differential: Evidence from Brunei

This paper investigates the impact of the different occupational distributions of the gender groups on the gender wage differential in Brunei. We disaggregate occupational differences into explained and unexplained portions as this can provide better estimates of across-occupation and within-occupation wage differentials. Using data from the Brunei 1995 Labor Force Survey report, results indicated that the gender wage difference is approximately 60%. Unlike other studies, it is found that in Brunei the unexplained portion of occupational segregation has had an impact on gender wage differentials and accounts for approximately one-third of the observed gap. Interestingly, the unexplained component of the within-occupation gap is relatively less than in some developed economies. This is attributed to the effects of the large public sector in Brunei and its regulated pay scales.     

Trade,FDI, migration,and the place premium: Mexico and the United States

Large wage differences between countries (“place premiums”) are well documented. Theory suggests that factor price convergence should follow increased migration, capital flows, and commercial integration. All three have increased between the United States and Mexico over the last 25 years. This paper evaluates the degree of wage convergence between these countries during the period 1988 and 2011. We match survey and census data from Mexico and the United States to estimate the change in wage differentials for observationally identical workers over time. We find very little evidence of convergence. What evidence we do find is most likely due to factors unrelated to US–Mexico integration. While migration, trade, and FDI may reduce the US–Mexico wage differential, these effects are small when compared to the overall wage gap.     

Gender Wage Inequality and Economic Growth: Is There Really a Puzzle?-A Comment

Seguino (2000) shows that gender wage discrimination in export-oriented semi-industrialized countries might be fostering investment and growth in general. While the original analysis does not have internationally comparable wage discrimination data, we replicate the analysis using data from a meta-study on gender wage discrimination and do not find any evidence that more discrimination might further economic growth-on the contrary: if anything the impact of gender inequality is negative for growth. Standing up for more gender equality-also in terms of wages-is good for equity considerations and at least not negative for growth.     

Wage structure effects of international trade in a small open economy: the case of Belgium

This paper investigates the impact of international trade on wage dispersion in a small open economy, Belgium. It is one of the few to: (i) use detailed, matched employer-employee data to compute industry wage premia and disaggregated industry-level panel data to examine the impact of changes in international trade on changes in wage differentials, (ii) simultaneously analyse both imports and exports, and (iii) examine the impact of imports according to the country of origin. Looking at the export side, we find (on the basis of the system generalized method of moments estimator) a positive effect of exports on industry wage premia. The results also show that import penetration has a significant and negative impact on industry wage differentials. However, the detrimental effect of imports on wages is found to be significantly greater when imports originate from low- and middle-income countries than from high-income countries.     

Product market competition, unemployment and income disparities

Product Market Competition, Unemployment and Income Disparities. — We discuss how promoting competition in product markets affects unemployment and wage differentials. We examine a general equilibrium model with real wage rigidities in labor markets and market power in product markets. We illustrate how more intense competition reduces unemployment. A decrease of markups would induce an increase of real wages if real wages were flexible. This enables the employment of more low-skilled people above a real reservation wage. More intensive competition, however, widens wage and income differences between low-skilled and high-skilled workers. Differences of income distributions across countries could also be caused by differences in the intensity of product market competition.     

Contagion in the stock markets: The Asian financial crisis revisited

This paper presents empirical evidence of herding contagion in the stock markets during the 1997 Asian financial crisis, above and beyond macroeconomic fundamental driven co-movements. We analyze the cross-country time-varying correlation coefficients among the stock prices for the countries of Thailand, Malaysia, Indonesia, Korea, and the Philippines, between crisis and tranquil periods. Macromodels are constructed and implemented to capture the pure contagion effects on the markets. After controlling for the economic fundamentals for the five countries, the paper finds strong evidence of herding contagion.     

Accounting for the stock of human capital: Selected evidence and potential implications

Accounting for the Stock of Human Capital: Selected Evidence and Potential Implications. — Given the observed distribution of output and labor across countries, most capital flows should be from rich to poor countries. As is shown for a limited sample of countries, accounting for differences in the stock of human capital substantially reduces the implicit cross-country rate of return differentials. Additionally, accounting for human capital externalities based on independent empirical evidence, turns around the predicted rate of return differentials in favor of rich countries. Hence, the world economy may converge to a rather unequal distribution of incomes as long as human capital accumulation is neglected as the key variable limiting economic development.     

THE EVOLUTION OF GENDER EARNINGS GAPS AND DISCRIMINATION IN URBAN CHINA, 1988–95

This paper analyzes the impact of market liberalization on gender earnings differentials and discrimination against women in urban China at the beginning of the 1990s. The observed stability in the overall gender earnings gap between 1988 and 1995 is shown to result from a complex set of evolutions across enterprises, earnings distributions, and time. Our results highlight the interplay of opposing forces, with economic reforms contributing to changes in managers’ behaviors in different dimensions. On the one hand, by bringing more competition, liberalization favored a reduction in discriminating behaviors in both urban collectives and foreign‐invested enterprises; on the other hand, by relaxing institutional rules, it led to a loosening of the government's egalitarian wage‐setting policies, leaving more space for discrimination in state‐owned enterprises.     

Gender Discrimination and Worker Selectivity: A Comparison of the Self-employed and Wage Earners

This study compares the size and nature of the gender earnings differentials for the self-employed and wage earners in Korea, taking into account the workers’ self-selection of each employment type. The two-stage estimates of the earnings equation, corrected for worker selectivity, are used to decompose the gender earnings differentials into productivity-related and discriminatory factors. Our results suggest that the size of the gender earnings gap is larger in the wage sector than in the self-employment sector, but not by large margin, and so is the discrimination effect when not controlled for worker selectivity. With worker selectivity controlled, the discrimination effect is greatly intensified in the wage sector, while it becomes not significant in the self-employment sector. These findings imply that the observed gender earnings gap in the wage sector is largely ascribed to discrimination against women, while the gender earnings gap in the self-employment sector is mostly due to productivity difference that, in part, is caused by worker selectivity.     

Gender differences in job search among young workers: A study using displaced workers in the United States

This article investigates gender differences in job search, job tenure, and wages, whether these differences vary over the early part of the life‐cycle, and whether they are associated with fertility decisions. Using data from the National Longitudinal Survey of Youths on highly attached displaced workers aged 20 to 45, we find that 20‐ to 29‐year‐old women and women older than 40 experience longer spells of displacement than comparable men, but that time to a new job is similar by gender for those between 30 and 39 years of age. The age pattern in male–female wage differences in the post‐displacement job is similar, with the largest differences occurring at ages 20 to 29 and over 40. We find no gender differences in tenure in the post‐displacement job. We interpret the differences for the younger ages to be related to fertility and we provide evidence that supports this view.     

The relationship between globalization and insurance activities: A panel data analysis

This study applies a Bootstrap Panel Granger causality test to investigate whether there is causal relationship between globalization and insurance activity. We examine data from sigma reports of Swiss Reinsurance Company for 8 Eastern Asian countries over the period of 1979–2008. Empirically, results for one-way Granger causality show the influence of total insurance activity, life insurance activity, and non-life insurance activity on globalization only in Korea. However, there is strong causality from globalization to insurance activity for Thailand, Malaysia, and the Philippines. In our research, the results show that the causality between globalization and insurance activity varies across countries with different conditions. The findings of this study could provide important policy implications for the 8 Eastern Asian countries under study, namely India, Indonesia, Japan, Malaysia, the Philippines, Singapore, South Korea, and Thailand.     

WAGES THROUGH BOOMS AND RECESSIONS: A CASE STUDY OF ZIMBABWE

This paper examines developments in the wage system in Zimbabwe. The analysis focuses on the wage formation process and wage differentials. The paper observes that real wages have been flexible and have fallen sharply. Wage inflexibility is thus ruled out as a cause of unemployment. The collapse of wages has given rise to non‐standard labour market practices as workers try to cushion themselves against rapid wage declines. Wages also exhibit wide gender, racial and occupational differentials. The paper also argues that a wage policy in Zimbabwe must be pillared on decentralised, coordinated and synchronised collective bargaining.