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.     

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.     

The gender wage gap in Myanmar: Adding insult to injury?

Using two surveys from 2017, we analyze the gender wage gap for urban workers in Myanmar. We start from a standard wage equation and condition on education, experience, health and a small set of household demographic attributes. Subsequently we control for differences in occupational choice and sector of employment. We estimate the models with sample selection correction and this leads to estimated average wage offers that are lower than the observed average wages for women. Selection into wage work results in a workforce where female wage-workers have higher levels of education compared to their male counterparts. However, average wages for female workers continue to be 29% lower than male average wages. Differences in observable attributes do not account for this gap. Instead, it is associated with a lower base wage and lower remuneration of women’s experience. Going beyond the traditional decomposition methods, we utilize our matched employer–employee survey to generate exact comparisons of female and male production workers with equal levels of education and experience, employed in the same enterprises. Even in this setting, we find a gender wage gap of 13%. Our analysis thus indicates discrimination against women in Myanmar’s labor markets.     

Millennials and the Gender Wage Gap in the U.S.: A Cross-Cohort Comparison of Young Workers Born in the 1960s and the 1980s

Using two cohorts of young workers born in the early 1960s and early 1980s, this paper analyzes the temporal change in the U.S. gender wage gap and its determinants, which persists for both explained and unexplained reasons. Results suggest that the gender wage gap closed four (seven) percentage points at the mean (median) between cohorts. It finds cross-cohort evidence that young females’ increasing returns to marriage and a changing occupational wage structure contributed to a narrowing of the gap. Nonetheless, the majority of this convergence remains unexplained due to relative improvements in unobservable institutional factors or heterogeneity for females. Compared to the previous generation, millennials likely entered a more progressive, female-friendly labor market. It is also possible that female millennials are more ambitious and competitive in their early years of work experience relative to females born in the 1960s.     

Changing labor-force gender composition and male-female income diversity in Singapore

This paper traces the employment trends by gender in various industries, occupational groups, and educational levels in the city-state of Singapore. Over the years, Singapore’s female labor-force participation rate has increased as a result of rising educational attainment. At the same time, income inequality among the females has increased, while male-female income inequality has decreased. This paper explores the gender wage gap at various occupational and educational levels. It is found that the gender wage gap has been reduced over the period 1975–1999. This paper also finds that because of a lack of sufficient childcare facilities and unavailability of part-time work, women who leave the labor market to start families face certain obstacles when trying to re-enter the workforce.     

健康人力资本与性别工资差异

现有对性别工资差异的研究大多是基于教育、经验等人力资本对工资的影响进行分析而忽视了健康人力资本的作用。本文运用中国健康与营养调查数据,将健康人力资本引入工资决定模型,对我国劳动力市场上健康人力资本对工资的影响以及性别工资差异进行了实证分析。研究发现：健康人力资本是影响我国居民工资收入的重要因素;我国劳动力市场上存在明显的性别工资差异,女性工资显著低于男性;利用Oaxaca—Cotton的分解方法发现性别工资差异中大约只有20％可以被个体特征合理解释,余下的部分被认为是对女性的歧视和没能观测到的因素所致。健康人力资本对工资的边际贡献在性别之间的差异是性别工资差异的重要来源。     

Wage Dynamics and Racial and Ethnic Occupational Segregation Among Less-Educated Men in Metropolitan Labor Markets

We assess whether occupational segregation in metropolitan labor markets is associated with the wages of, and contributes to racial/ethnic wage disparities among, less-educated men. To measure occupational segregation in metropolitan low wage markets, we create a segregation index measuring segregation between white, black, and Latino male high school-only educated workers and high school dropouts in 95 metropolitan labor markets utilizing a unique dataset of the structural characteristics of the ninety-five largest US metropolitan labor markets. We use regression, fixed effects, and generalized least squares estimation techniques to test whether this index is associated with wages and racial wage inequality among these men. The analyses reveal that in metropolitan labor markets characterized by more racial and ethnic segmentation in the low wage market, wages are lower among black and Latino men in particular, and racial-ethnic wage disparities among similarly less-educated white, black, and Latino men are higher.     

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。     

城市外来劳动力的性别收入差距与工资歧视———基于非条件分位数回归的分解方法

内容文章利用非条件分位数回归的分解方法对2011年城市外来劳动力群体的性别工资差距进行了分析.研究发现:(1)城市外来劳动力群体中,性别间受教育程度的差异已经变得不太显著,但在职业方面针对女性外来劳动力的“粘性地板”现象仍然十分突出.(2)人力资本禀赋和就业职业特征对男性与女性外来劳动力工资的影响程度有所不同,不同收入分位数上的影响系数也有明显的差异.(3)性别歧视是造成外来劳动力性别间收入差距的主要原因,而男性与女性劳动者工作经验的差距以及工作经验收益率的差异已经取代教育因素成为了性别收入差距中的突出问题     

Equal Employment Opportunity Law and the gender wage gap in Japan: A cohort analysis

In this article, I perform a cohort-based analysis of the female-to-male wage gap using aggregate data in Japan from 1975 to 2005. While the inter-cohort closing in the gender wage gap is apparent, the convergence is smaller when the gap is calculated for each level of education. This pattern suggests that a certain portion of the gender wage convergence is due to changes in the educational composition of the workforce. I find that educational composition changes played a larger role in closing the pay gap for younger cohorts than it did for older cohorts. Highly educated women who entered the labor market after the enactment of the Equal Employment Opportunity Law gained in that they had more regular full-time employment but did not experience wage gains relative to their male counterparts.     

What else do unions do?: Race and gender in local 35

Most analyses of the relationship between job segregation and gender wage inequality do not examine the race-specific dimensions of occupational segregation. Using personnel data, we examine the impact of race-gender occupational segregation on occupational grading and wage setting within a service and maintenance union. Our empirical results show that the job grading and wage setting processes significantly favor white men’s jobs and penalize black women’s jobs.     

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.     

THE DANISH GENDER WAGE GAP IN THE 1980s: A PANEL DATA STUDY

In Denmark the equal pay act was put into force in 1976, butthe relative pay of female workers is still considerably belowthe level of male workers in most occupational and educationalgroups, and the decline of the aggregate gender wage gap seemsto have stagnated since the late 1970s. In this study differentexplanations of this evidence are investigated empirically basedon the estimation of a human capital model on a panel sampleof Danish wage earners observed during the period 1979–90.     

Labor income inequality in pre-industrial Mediterranean Spain: The city of Murcia in the 18th century

Information about the income distribution in pre-industrial societies is sparse. We analyze labor income inequality in 18th century Murcia, a city in Mediterranean Spain. The historical income distribution of this region is relatively unknown, despite it having on of the highest urbanization rates in Europe in the pre-industrial era. We first use a census conducted in the 1750s which collected information on income and occupation. We then use this income information to conduct analyses of the income distribution in the 1730s and 1780s using censuses with information about the occupational distribution. We find large changes in the distribution of occupations across the censuses. We show that our results on inequality are sensitive to assumptions regarding household composition and within-occupation distribution of income, but not to the definition of household income.     

Earnings and education in China's transition to a market economy Survey evidence from 1989 and 1992

Analyses of returns to educational investments in China, based on 1981, 1985, and 1986 data, have yielded surprisingly low and sometimes negative rates. Given the extent of wage compression in prereform China, it is expected that human capital accumulation be increasingly recognized and rewarded as the Chinese economic reforms progress and market forces permeate the work place. Econometric analysis of newly available data, gathered in 1989 and 1992, reveals that returns to education for new labor force entrants, for workers who have recently obtained their current positions, for young people, for workers in recently established firms, and for collective, joint-venture, and private-sector workers are in the range expected of East Asian market economies with well-functioning labor markets.     

Occupational assignment,hiring discrimination,and the gender pay gap

An identified, structural demand-wage equation is estimated using endogenous indicators for working part-time and occupational assignment. The wage equation is estimated by two-stage and ordinary least squares, and the pay gap is decomposed into explained and residual parts. Measures of gender-based wage discrimination are estimated after making adjustments to account for hiring discrimination and occupational preferences. The evidence indicates that gender differences in preferences for occupation explain much of the gap, yet there is still evidence of hiring discrimination. As a percentage of male wages, the discriminatory gap adjusted for hiring discrimination lies between 10.5 and 13.5 percent when estimated by ordinary least squares, and between 2.2 and 5.4 percent when estimated by two-stage least squares.     

Vocational Training and Gender: Wages and Occupational Mobility among Young Workers

This paper investigates the relationship between the genderwage gap, the choice of training occupation, and occupationalmobility. We use longitudinal data for young workers with apprenticeshiptraining in West Germany. Workers make occupational career choicesearly in their careers and women and men pursue very differentoccupational careers. We reconsider whether through occupationalsegregation women are locked in low-wage careers or whetherthey can move up to higher wage paths through mobility. We furthermoreinvestigate whether patterns have changed across cohorts duringthe period 1975–2001 and whether effects vary across thedistribution. The main results are, first, while there existsa persistent gender wage gap over experience, the gap has decreasedover time. Second, in the lower part of the wage distribution,the gap is highest and it increases with experience. Third,occupational mobility is lower for women than for men and thewage gains due to occupational mobility are higher for men thanfor women, especially in the lower part of the wage distribution.We conclude that occupational mobility has reduced the genderwage gap, but lock-in effects are still stronger for women comparedto men. Footnotes ¹ E-mail addresses: fitzenberger{at}wiwi.uni-frankfurt.de; astrid.kunze{at}nhh.no     

Wage comparison by gender and the effect of job segregation: The case of Taiwan

This paper examines the wage differential between the genders in a newly industrialized economy-Taiwan. The objective is to verify the existence and magnitude of the Taiwanese wage differential (or discrimination as some would term it) and contrast it with findings in the United States.The gender gap was estimated for the private sector and the public sector respectively. It was found that wage discrimination against females does exist. The magnitude of the “discrimination” falls within the same range as the empirical estimates for the U.S. In Taiwan, however, the wage discrimination appeared to be slightly more severe in the public sector.A measure for the discriminatory effects of the “occupational segregation” was proposed and implemented. Contrary to common belief, the “occupational segregation” was not an important factor in wage discrimination. Nor did the disparity of jobs distribution in terms of “industry” generate any significant level of wage discrimination. The main source of gender discrimination (in terms of wage rates) came from the lower returns to the “productivity” characteristics (experience, education, tenure, etc.) and not from seemingly popular hypotheses of occupational segregation (or, in more general terms, job segregation). This is in sharp contrast to previous studies.     

女性家庭地位上升、生育率差异与工资不平等

文章通过把女性生育率和劳动力市场性别歧视内生化,为理解工资不平等的发展趋势提供了新的视角。研究表明,随着女性家庭地位上升和生育率下降,企业性别歧视程度降低,于是工资不平等将受女性技术工人和非技术工人生育率差异的影响。如果生育率差异扩大,那么技能溢价将上升。当性别工资差距可以影响女性家庭地位时,生育率下降将扩大女性家庭地位对技能溢价的影响。这一影响机制在关于我国农民工调查数据的实证研究中得到了验证。     

“民工荒”对我国乡镇企业可持续发展的启示

“民工荒”现象意味着农业劳动边际产量为0的绝对农业剩余劳动力被转移完毕,但农业劳动边际产量大于0意义上的农业剩余劳动力仍大量存在。对习惯了采用低工资、低技术发展战略的乡镇企业而言,它们必须改变自己的发展战略,用资本、技术来替代劳动,用高素质劳动力替代低素质劳动力,使用更加资本密集化的方法进行生产,努力实现企业的产品升级、技术升级、管理升级。