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.     

Full-Time and Part-Time Work and the Gender Wage Gap

Using hourly and weekly wages from the Canadian Labour Force Survey from 2000 until 2018, workers were separated into full-time and part-time and the following striking observation was documented. The overall gender wage gap is larger than either the full-time pay gap or the part-time pay gap, even after controlling for detailed personal and job characteristics. This result is a consequence of two findings: (i) part-time wages are lower than full-time wages, and (ii) the majority of part-time workers are women. In aggregation, this brings down the average female wage, leading to a larger aggregate gender wage gap. This was further linked to a differential selection by gender into full-time and part-time work, with women of higher earnings potential being overrepresented in the pool of part-time workers, resulting in no gender pay gap in the part-time worker category. Policies targeted at encouraging full-time employment for women should therefore reduce the gender wage gap.

     

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。     

Explaining the reduction in the gender wage gap during the 1990–94 economic recession in Spain

Many studies reveal that male-female wage differentials increase with the level of unemployment, suggesting that women are hurt by a recession more than men. However, the 1990–94 economic recession in Spain contributed to reduce the gender wage gap by almost 5 percentage points (from 83.94 percent in 1990 to 90.44 percent in 1994). This was mainly due to the relative increase in services industry employment, the activity where the gender wage gap is the lowest.     

Gender promotion differences in economics departments in Japan: A duration analysis

Using a unique data set from our survey of academic economists in Japan, we present the first detailed study of gender promotion gaps in Japanese academia. The length of time from initial appointment to promotion to associate professor is greater for women than men, largely due to women spending more time as lecturers, the lowest academic rank. The gender gaps in promotions from associate professor to full professor are more complex. Childless women are promoted faster than childless men. However, since the effects of marriage and children are negative for women, this ‘reverse gender gap’ disappears for childless married academics, and women's time to promotion becomes substantially longer than men's if they have children.     

Retirement policy,employment status,and gender pay gap in urban China

China’s current retirement policy has been in effect since 1978. The legal retirement age is 50 years for female workers, 55 years for female cadres, and 60 years for male cadres and workers; women can retire 5 or 10 years earlier than men. This difference in legal retirement age may affect wage growth in those approaching retirement. Based on China’s Urban Household Survey data set, this study investigated the influence of retirement age differences on the gender pay gap. From age 30 to 49 years, the wage difference between female workers and cadres increased by approximately 15 % more than that of men. After consideration of possible endogeneity problems and demonstration of the robustness of the regression results, the study determined that such differences were likely caused by gender and identity differences at retirement age. Among workers and cadres, the retirement age policy exacerbated gender differences in wages through working hours, wage rate, career promotion, and job change activity in those approaching retirement.     

Gender Difference in Returns to Education Independent of Gender Wage Gap in Korea*

This study examined the difference between male and female groups’ return on investment (ROI) in education independent of the average gender wage gap. Women’s additional ROI in education was significant and positively estimated. Furthermore, the ROI in women’s education was consistently higher than that in men regardless of educational stage, except for graduate education. These gender differences were greater in the younger generation than in the older generation and have decreased significantly in the recent ten years in high school education. Although the additional ROI in women’s education was positive in the field of culture and arts, education’s effect on wage increases in professional occupations was less than in men, especially in the fields of law and medicine. In addition, we show that gender differences in ROI in education were countercyclical. A base effect, large wage declines for low‐educated women during recessions, could explain this phenomenon. However, coinciding with the existence of positive cash flow news in the stock market that promises good business performance, a significant wage increase among highly educated women was found.     

Decomposing Gender Wage Differentials in Urban Ethiopia: Evidence from Linked Employer–Employee (LEE) Manufacturing Survey Data

Abstract

This study estimates the magnitude of gender wage differentials for a sample of workers from the Ethiopian manufacturing sector using the traditional Oaxaca–Blinder and an augmented Cotton–Neumark methodologies. In doing so, it separates part of the estimated log of gender wage differential explained by differences in human capital characteristics between men and women from that which is not explained by such differences. The latter is known in the literature as “treatment” component or “discrimination” due to differing pay structures for the two gender groups. Accordingly, it is found that in Ethiopia's manufacturing sector men on average get up to 30% more than women depending on the measure used. However, once we control for a number of individual and establishment level characteristics, the level of wage premium for men over women is close to 5% or around 12 Ethiopian cents per hour. Out of this, both decomposition procedures estimate that close to 60% of the premium is a result of discrimination (different treatment of men and women in the labour market). Using an augmented decomposition technique, it is found that out of the 60% “discrimination component” close to 13% is due to men's treatment advantage in the labour market and the remaining 47% is due to women's treatment disadvantage. Also it is found that firm level characteristics are important contributors to the total discrimination component. Without controlling for establishment level characteristics, the discrimination component would have been around 27% indicating that ignoring establishment characteristics in decomposition exercises would result into a biased estimation, and in this case it would have underestimated the level of discrimination by close to 50%.     

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.     

German stagnation versus Swedish progression: gender wage gaps in comparison, 1960–2006

This article provides a comparative analysis of the development of the gender wage gap in West Germany and Sweden during the period 1960–2006. Despite the economic similarities including broad social safety nets, the gap has developed differently since 1960. This analysis accounts for micro- and macroeconomic factors and politics and concludes that norms and traditions penetrate institutional settings and ensnare Germany in a cultural trap with regard to gender equality. While Sweden has moved to a two-earner model, German society expects mothers to stay at home. The micro analysis shows that family concerns (e.g. marriage and motherhood) decrease female income in Germany to a far greater extent than do such factors in Sweden, which can be explained in part by deeply held social attitudes.     

数字经济背景下互联网的使用对民营企业员工性别工资差距的影响——基于员工受教育层次差异化特征的分析

基于2017年中国综合社会调查的民营企业员工数据,使用稳健最小二乘回归与Oaxaca分解法研究发现:互联网的使用将对未接受过教育以及仅接受过私塾扫盲班/小学教育的民营企业员工工资产生显著的负向影响;互联网的使用将对接受过初中及以上教育的民营企业员工工资产生显著的正向影响;随着民营企业员工受教育水平的提升,互联网的使用对民营企业女性员工工资的弹性影响远超男性;互联网的使用将扩大未接受过教育的民营企业女性员工与男性员工的工资差距;互联网的使用将缩小接受过私塾扫盲班/小学及以上教育的民营企业女性员工与男性员工的工资差距。据此提出,应加大公益互联网使用培训力度,以提升女性的互联网理性使用水平、加强清扫虚假网络平台以防止受教育层次较低女性误入歧途、鼓励女性自主接受多元化再教育以提升自身互联网理性使用水平等,以缩小民营企业员工性别工资差距。     

Male–female wage differentials in Japan

This paper empirically analyzes the gender wage gap in Japan using a new data set KHPS2004 which contains a wealth of information on the work history of individuals. KHPS2004 enables us to estimate wage functions without overstating individual’s human capital accumulation by work experience especially for females. Neuman-Oaxaca decomposition method is employed to analyze why the gender wage gap appears to exist in Japan. Main reasons as follows. First, full-time work experience and seniority which affect significantly wages is shorter for females than for males. Second, there are significant differences in evaluation of full-time experience between males and females.     

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 growth and inequality in urban China: 1988–2013

We investigate the evolution of wage levels, wage inequality, and wage determinants among urban residents in China using China Household Income Project data from 1988, 1995, 2002, 2007, and 2013.Average wage grew impressively between each pair of years. Wage inequality had long been on the increase, but between 2007 and 2013 no clear changes occurred. In 1988, age and wages were positively related throughout working life, but more recently older workers' wages have been lower than those of middle-aged workers. The relationship between education and wages was weak in 1988 but strengthened rapidly thereafter—a process that came to a halt in 2007.During the period in which China was a planned economy the gender wage gap was small in urban China, but it widened rapidly between 1995 and 2007. We also report the existence of a premium for being employed in a foreign-owned firm or in the state sector.     

Market wage or discrimination? The remuneration of male and female wool spinners in the seventeenth‐century Dutch Republic1

In the historical debate, the gender wage gap is usually attributed either to productivity differences or to gender discrimination. By analysing a newly constructed series of spinning wages in the seventeenth‐century Dutch Republic, the wages of male and female textile workers for the same work could be investigated. At first sight, the evidence on equal piece rates for spinning men and women seems to rule out wage discrimination. Nevertheless, more deeply rooted gender discrimination resulting from the segmented seventeenth‐century labour market restricted women's access to many professions. Exactly this segmentation determined differences in wage earning capacities between men and women.     

Something in the way she moves: a fresh look at an old gap

In this paper, we propose a new decomposition as a useful complementto traditional methods of explaining the gender pay gap andthe pay gap between full-time and part-time women. We decomposeaverage earnings into the contribution of the average startingwage for workers entering paid work from non-employment, averagewage growth for those in continuous employment, and the fractionof workers entering employment. We use this to inform discussionof the pay gap, first, between men and women and, second, betweenfull-time and part-time women. Comparing men and women usingdata drawn from the British Household Panel Survey, we findno significant differences in wage growth whilst in continuousemployment: the source of the gender pay gap comes from theentrant pay gap and the share of entrants. The study of longer-runchanges leads us to expect a modest further narrowing of thisgap. Comparisons of full- and part-time women indicate no differencein entry pay shares and little difference in wage growth. Thebulk of the full- to part-time gap is explained in terms ofthe fact that women working part-time are much more likely tobe entrants to the labour market.     

Labour market discrimination in the North West province of South Africa

This article provides an econometric estimate of labour market discrimination in the North West province of South Africa. Using data obtained from the October 1995 Household Survey, it was found that in 1995 statistically significant gender discrimination exists against women in North West's labour market. The male discriminatory wage advantage of 127 per cent and the female discriminatory disadvantage of 195 per cent were ascribed to the overrewarding and underrewarding of some personal characteristics of males and females, respectively. Productivity differentials of 40 per cent in favour of females and a premium paid to women measuring 71 per cent also exist. Discrimination explains 50 per cent of the wage gap between genders, while productivity differentials and the premium account for 13 and 37 per cent respectively. The study supports 'affirmative action' and suggests policies that aim to alter the occupational distributions, and these may need to target educational decisions made prior to labour market entry.     

Role of Individual Social Capital in Wage Determination: Evidence from China

The present study examines the role of individual‐level social capital in workers’ wage determination in a Nash‐bargaining wage model using Chinese micro‐level data. The study finds a significant contribution of individual‐specific social capital to the wage level. In particular, larger individual social networks and workers’ positive attitudes toward social capital significantly increase the wage level. Moreover, the effect of social capital on the wage level is much larger for men than for women. The results indicate that construction of individual social capital could increase workers’ wages. However, efforts are needed to reduce the unequal contributions of social capital between men and women.     

Gender earnings gap among the youth in Malawi

While young women's engagement in economic activities is an essential component of development, gender gaps are still commonly observed worldwide and especially in developing countries like Malawi. This study introduces recent data to provide new evidence for a sub‐Saharan country that has yet been closely examined. Using the International Labour Organization's School‐to‐Work Transition Survey (ILO SWTS) individual‐level data, I examine the gender earnings gap among the youth in Malawi by conducting Mincer earnings regressions with Heckman selection correction and applying Blinder–Oaxaca decomposition methods. I find that young women in Malawi earn significantly less than young men and that women are significantly less likely to engage in income‐generating work activities. Also, substantial unadjusted gender earnings difference in Malawi is overwhelmingly due to differences in returns. Moreover, detailed decomposition results show that gender differences in work‐related individual characteristics and firm characteristics also contribute to the gender earnings gap. The results suggest that any effort to reduce the gender earnings gap should involve improved access to education as well as better workplaces for women.     

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。