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Article
Publication date: 14 May 2018

Taoufiki Mbratana and Andrée Fotie Kenne

The purpose of this paper is to investigate the gender wage disparity in paid employment and self-employment. To achieve this objective, the Cameroon Household Consumption Survey…

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Abstract

Purpose

The purpose of this paper is to investigate the gender wage disparity in paid employment and self-employment. To achieve this objective, the Cameroon Household Consumption Survey of 2007 is used. The main question considered in this paper is why women paid employment and self-employment wages are relatively low. In a whole, what are the underlying factors that generate and explain wage gap between men and women householders in employment?

Design/methodology/approach

First, the paper uses the Oaxaca-Blinder Decomposition to explain wage gap. Thereafter, the Quantile Regression Decomposition using Machado and Mata approach is applied in order to see the gap at different levels of the wage distribution.

Findings

The main finding indicates that in both methods, the wage gap is due to an unexplained component in self-employment and explained component in paid employment, particularly with strong effects at the extreme of wage distribution.

Research limitations/implications

The topic of this paper helps to explain and analyse the functioning of the Cameroonian labour market.

Practical implications

The findings can be applied to narrow the gender wage gap by eliminating discrimination and approving the principle of equal opportunity, support policies that reduce obstacles preventing women from starting and developing their businesses to encourage more women to become entrepreneurs and achieve harmonisation between work and family life.

Originality/value

Using available data survey, this paper is the first to identify and decompose the causes of paid employment and self-employment gender wage gap in Cameroon.

Details

International Journal of Social Economics, vol. 45 no. 5
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 27 February 2023

Wallace Patrick Santos de Farias Souza, Daniel Tomaz de Sousa and Mércia Santos da Cruz

This paper aims to measure income differences between the obese and the non-obese for Brazil and understand which components explain these differences.

Abstract

Purpose

This paper aims to measure income differences between the obese and the non-obese for Brazil and understand which components explain these differences.

Design/methodology/approach

A decomposition method based on recentered influence functions, proposed by Firpo et al. (2007) is used, and the procedure is applied to individuals' income distribution quantiles.

Findings

The results confirm the existence of a wage gap between obese and non-obese men and women. In the case of men, the difference was favorable to the obese in all quantiles and in the case of women, favorable to the non-obese. The biggest differences were observed at the top of the distribution. This difference is mostly explained by observable characteristics that cause the wage gap between groups. The wage structure effect, which may have elements associated with discrimination in its composition, was not relevant in most quantiles.

Research limitations/implications

Unobserved factors can impact the results, but our methodology tries to minimize such impact.

Practical implications

The authors can only observe a point in time and with that they do not know how long the individual has been obese.

Originality/value

The methodology adopted in the work is recent; moreover, studies on the effects of obesity on the labor market are still recent in Brazilian research.

Details

International Journal of Social Economics, vol. 50 no. 7
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 30 December 2020

Francieli Tonet Maciel

This paper examines the role of occupational segregation in the evolution of wage differentials by gender and race in the Brazilian labor market between 2005 and 2015.

Abstract

Purpose

This paper examines the role of occupational segregation in the evolution of wage differentials by gender and race in the Brazilian labor market between 2005 and 2015.

Design/methodology/approach

The author uses microdata from the National Household Sample Survey and adopts two occupational integration typology to capture both horizontal and vertical segregation. The decomposition method proposed by Firpo et al. (2009) is employed to investigate the determinants of changes in differentials along the wage distribution.

Findings

Results suggest a glass ceiling effect for all groups compared to white men. Gender and racial discrimination persist, especially at the top of the distribution. For both black women and men, observable characteristics account for most of the wage differentials, while for white women, the opposite occurs because of their education level. Vertical segregation behavior indicates that white men continue over-represented in higher-paid occupations. Although women improved their relative position in the occupational hierarchy, horizontal segregation behavior shows that their concentration in female-dominated occupations has not reduced, except in extreme quantiles. Education played a crucial role in reducing wage gaps, and regional differences stood out as a significant factor of the racial disadvantage.

Originality/value

The paper shows significant differences between the groups regarding verticalization and horizontalization of occupational structure along the wage distribution and over time, contributing to filling some gaps in the literature concerning the wage stratification based on gender and race in Brazil. Occupational segregation as a composition factor of the groups determines their positions in a vertically hierarchical and socially stratified occupational structure. The behavior of horizontal and vertical segregations evidences the continue under-valorization of female occupations and the barriers faced by racial and gendered groups to overcome the glass ceiling effect. Recognize the intersectionality of gender and race in addressing inequalities is fundamental to promote policies that overcome them.

Details

International Journal of Manpower, vol. 42 no. 5
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 30 May 2022

Victor Rudakov, Margarita Kiryushina, Hugo Figueiredo and Pedro Nuno Teixeira

The aim of the research is to estimate the level of the early career gender wage gap in Russia, its evolution during the early stages of a career, gender segregation and…

Abstract

Purpose

The aim of the research is to estimate the level of the early career gender wage gap in Russia, its evolution during the early stages of a career, gender segregation and discrimination among university graduates, and to identify factors which explain early career gender differences in pay. Special emphasis is placed on assessing the contribution of horizontal segregation (inequal gender distribution in fields of studies and industries of employment) to early-career gender inequality.

Design/methodology/approach

The study is based on a comprehensive and nationally representative survey of university graduates, carried out by Russian Federal State Statistics Service in 2016 (VTR Rosstat). The authors use Mincer OLS regressions for the analysis of the determinants of gender differences in pay. To explain the factors which form the gender gap, the authors use the Oaxaca-Blinder and Neumark gender gap decompositions, including detailed wage gap decompositions and decompositions by fields of study. For the analysis of differences in gender gap across wage distribution, quantile regressions and quantile decompositions based on recentered influence functions (RIFs) are used.

Findings

The study found significant gender differences in the early-career salaries of university graduates. Regression analysis confirms the presence of a 20% early-career gender wage gap. This gender wage gap is to a great extent can be explained by horizontal segregation: women are concentrated in fields of study and industries which are relatively low paid. More than half of the gender gap remains unexplained. The analysis of the evolution of the gender wage gap shows that it appears right after graduation and increases over time. A quantile decomposition reveals that, in low paid jobs, females experience less gender inequality than in better paid jobs.

Social implications

The analysis has some important policy implications. Previously, gender equality policies were mainly related to the elimination of gender discrimination at work, including positive discrimination programs in a selection of candidates to job openings and programs of promotion; programs which ease women labour force participation through flexible jobs; programs of human capital accumulation, which implied gender equality in access to higher education and encouraged women to get higher education, which was especially relevant for many developing countries. The analysis of Russia, a country with gender equality in access to higher education, shows that the early career gender gap exists right after graduation, and the main explanatory factor is gender segregation by field of study and industry, in other words, the gender wage gap to a high extent is related to self-selection of women in low-paid fields of study. To address this, new policies related to gender inequality in choice of fields of studies are needed.

Originality/value

It has been frequently stated that gender inequality appears either due to inequality in access to higher education or after maternity leave. Using large nationally representative dataset on university graduates, we show that gender equality in education does not necessarily lead to gender equality in the labour market. Unlike many studies, we show that the gender gap in Russia appears not after maternity leave and due to marital decisions of women, but in the earliest stages of their career, right after graduation, due to horizontal segregation (selection of women in relatively low-paid fields of study and consequently industries).

Article
Publication date: 27 May 2014

Lin Xiu and Morley Gunderson

– The purpose of the paper is to analyse how the male-female pay gap in China varies across the pay distribution and to provide evidence on the factors that influence that gap.

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Abstract

Purpose

The purpose of the paper is to analyse how the male-female pay gap in China varies across the pay distribution and to provide evidence on the factors that influence that gap.

Design/methodology/approach

The authors use the Recentered Influence Function modification of quantile regressions to estimate how the male-female pay gap varies across the pay distribution. The authors also decompose the pay gaps at different quantiles of the pay distribution into differences in endowments of wage determining characteristics and differences in the returns for the same characteristics. The analysis is based on data from the Life Histories and Social Change in Contemporary China survey.

Findings

The authors find evidence of a sticky floor (large pay gaps at the bottom of the pay distribution) and some limited and weaker evidence of a glass ceiling (large pay gaps at the top of the distribution). This pattern prevails based on the overall pay gap as well as on the adjusted or net gap that reflects differences in the pay that males and females receive when they have the same pay determining characteristics. The pattern largely reflects the coefficients or unexplained differences across the pay distribution. Factors influencing the pay gap and how they vary across the pay distribution are discussed. The variation highlights considerable heterogeneity in the Chinese labour market with respect to how pay is determined and different characteristics are rewarded, implying that the conventional Blinder-Oaxaca decompositions that focus only on the mean of the distribution can mask important differences across the full pay distribution.

Social implications

At the bottom of the pay distribution most of the lower pay of females reflects their lower returns to job tenure, experience and a greater negative effect of family responsibilities on females’ wages, and to a lesser extent their lower level of education, less likelihood of being CPP members and their concentration in lower paying occupations. At the top of the pay distribution most of their lower pay reflects their lower returns on education, job tenure and work experience, and to a lesser extent their lower levels of experience and lower likelihood of being in managerial and leadership positions.

Originality/value

The paper systematically examines the male-female pay gap and its determinants throughout the pay distribution in China, highlighting that the conventional Blinder-Oaxaca decompositions that focus only on the mean of the distribution can mask important differences across the full pay distribution and not capture the considerable heterogeneity in that labour market.

Details

International Journal of Manpower, vol. 35 no. 3
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 5 June 2017

Hipolito Simon, Esteban Sanroma and Raul Ramos

The purpose of this paper is to examine wage differences between part- and full-time workers distinguishing by gender by using a large Spanish matched employer-employee data set…

Abstract

Purpose

The purpose of this paper is to examine wage differences between part- and full-time workers distinguishing by gender by using a large Spanish matched employer-employee data set and an econometric decomposition that permits to decompose wage differences by quantiles of the wage distribution.

Design/methodology/approach

The research is based on cross-section matched employer-employee microdata from a large representative survey (the Encuesta de Estructura Salarial) which is carried out with a harmonised methodology common to all European Union member countries and that has been designed specifically to provide reliable evidence about characteristics of the wage distribution such us wage differentials associated with the type of working time. From a methodological point of view, the econometric decomposition technique proposed recently by Fortin et al. (2011) to decompose wage differences between part-time and full-time workers by quantiles of the wage distribution is applied. This methodology has the advantage over similar techniques that provides a detailed decomposition of wage differentials and has not been used before to examine the wage impact of part-time jobs.

Findings

The results show that the significant raw wage gap that part-time workers experience in Spain differs substantially along the wage distribution. In the case of part-time females, the wage disadvantage is mostly explained by their relative endowments of characteristics (and particularly by their lower endowments of human capital and their segregation into low-wage sectors) but a significant wage penalty still persists, increasing along the wage distribution. In the case of males the wage disadvantage is only found in the lower part of the distribution and it is due both to their worst endowments of characteristics and a significant wage penalty.

Research limitations/implications

The evidence for Spain shows that the part-time work tends to affect differently to the wages of males and females, with a higher part-time penalty for males, as predicted by the “flexibility stigma” hypothesis, and penalising low-qualified men in the lower part of the wage distribution and high-qualified women in the upper part of the distribution the most.

Originality/value

The analysis contributes to the literature by examining wage differences along the wage distribution for both genders using econometric decomposition methods, an aspect that to the authors’ knowledge has been examined only scarcely in the international literature with non-conclusive evidence and has not been examined in previous studies for the Spanish case. In this vein, Spain is a particularly interesting analysis case from an international perspective of the wage consequences of part-time jobs, given that in contrast with most other advanced countries a majority of part-time employment in this country is involuntary and this phenomenon is especially affecting disadvantaged groups.

Details

International Journal of Manpower, vol. 38 no. 3
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 9 April 2018

Francieli Tonet Maciel and Ana Maria Hermeto C. Oliveira

The purpose of this paper is to examine the effects of changes in the relative composition and in the segmentation between formal and informal labour on earnings differentials…

Abstract

Purpose

The purpose of this paper is to examine the effects of changes in the relative composition and in the segmentation between formal and informal labour on earnings differentials among women over the last decade in Brazil.

Design/methodology/approach

The authors follow Machado and Mata’s method to decompose the changes along the earnings distribution, with correction for sample selection and using microdata from the Demographic Census of 2000 and 2010. Informal labour was divided into informal salaried labour and self-employment, and both groups were compared with the formal labour separately.

Findings

The results indicate that, in both cases, an increase in earnings differentials in the bottom of the earnings distribution due to segmentation, suggesting that the returns to formal labour have grown relatively to informal labour during the period. On the other hand, earnings differentials decrease as one moves up the earnings distribution due to the composition effect, which is stronger on the top of the distribution relatively to the bottom. Furthermore, there are compensating differentials for self-employed women above the 30th quantile, which contributed to reduce the inequality between this group and formal workers.

Originality/value

The paper contributes to a better understanding of the changes taking place in female labour, shedding some light on how they affect different points along the earnings distribution. Furthermore, the adopted approach proposes a new application for the correction of sample bias in the context of quantile regression by employing a logit multinomial, and using the Demographic Census data.

Details

International Journal of Social Economics, vol. 45 no. 4
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 12 September 2008

Christine Barnet‐Verzat and François‐Charles Wolff

The purpose of this paper is to assess the relevance of the glass ceiling effect, according to which the gender log wage gap accelerates in the upper tail of the wage…

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Abstract

Purpose

The purpose of this paper is to assess the relevance of the glass ceiling effect, according to which the gender log wage gap accelerates in the upper tail of the wage distribution, at the firm level.

Design/methodology/approach

The empirical analysis is based on a sample of 4,654 employees, working in a French private company from the Defence and Aerospace sector. Quantile wage regressions were used to study whether a glass ceiling effect exits at the firm level. The difference between the male and female wage distributions is also decomposed into two components, one due to differences in labour market characteristics between men and women and one due to differences in rewards to these individual characteristics.

Findings

It was found that the gender wage gap measured through OLS is quite low, less than 8 per cent when controlling for age, experience, qualification and location. It remains rather flat along the wage distribution, a result which casts doubt on the glass ceiling theory. The gender gap is mainly due to differences in labour market characteristics rather than to differences in the rewards of these characteristics, especially among executives. Finally, women face a lower probability of reaching higher hierarchical positions within the firm.

Research limitations/implications

Taking into account firm effects matters when measuring the magnitude of the gender wage throughout the wage gap distribution.

Originality/value

This paper presents original estimates of the gender wage gap with an unusual, firm‐based sample of workers.

Details

International Journal of Manpower, vol. 29 no. 6
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 28 February 2023

Rayees Ahmad Sheikh, Sarthak Gaurav and Trupti Mishra

The study aims to examine the patterns of time allocated to paid employment activities by women in India as well as change in time allocating pattern of women over the period 1998…

Abstract

Purpose

The study aims to examine the patterns of time allocated to paid employment activities by women in India as well as change in time allocating pattern of women over the period 1998 to 2019. In doing so, it attempts to highlight gender-asymmetry of time use and heterogeneity in time use of women residing in urban and rural areas as well as variations in time use by marital status, motherhood and age.

Design/methodology/approach

Using unit-level data from two available Time Use Surveys (TUS) namely the Pilot Survey TUS 1998 and first nationally representative TUS 2019, the authors use Tobit model to estimate determinants of women’s time in employment. To explain the change in time spent on paid work by women over the two decades, the authors use counterfactual quantile regression decomposition.

Findings

The gender asymmetry in time allocation is stark, with women spending one fifth time compared to men paid employment activities. Over the two decades of interest, women’s time spent on employment activities in a day has reduced by half from around 4 h to 2 h, largely driven by rural women’s time. Regression results suggest the emergence of a “U-shaped” relationship between time spent on paid work and education of women. The counterfactual decomposition results suggest that women are spending lesser time on employment activities in 2019 than in 1998 across the time distribution.

Originality/value

This paper contributes to a novel understanding of time use by women in a developing country by analysing the changes in time use over two decades as well as distributional sensitivity to observed characteristics. The study informs about the intensive margins of female employment by incorporating dynamics of socio-economic development.

Peer review

The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-03-2022-0164.

Details

International Journal of Social Economics, vol. 50 no. 7
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 12 April 2021

Anna Rosso

The paper aims at examining wage developments among Eastern European immigrants vs UK natives before and after the 2004 enlargement by measuring the extent to which inter-group…

Abstract

Purpose

The paper aims at examining wage developments among Eastern European immigrants vs UK natives before and after the 2004 enlargement by measuring the extent to which inter-group wage differentials are explainable by these groups' changing attributes or by differences in returns to these characteristics. The enlargement has been a defining moment in British recent history and may have contributed to the unfolding of the events that have culminated in Brexit.

Design/methodology/approach

The paper uses a quantitative analysis of the immigrant–native wage gap across the entire distribution by applying the methodology known as the unconditional quantile regression. The analysis is performed before and after the 2004 European Union enlargement to Eastern countries. The data used is the British Labour Force Survey (UK LFS) from 1998 to 2008.

Findings

At all distribution points, a major role is played by occupational downgrading, which increases over time. The results further suggest that the decreased wage levels at the top of the distribution stem mainly from low transferability of skills acquired in the source country.

Research limitations/implications

The UK LFS does not allow to follow individuals for a long period of time. For this reason, the main limitation of the study is the impossibility to measure for individual-level trajectories in their labour market integration and to account for return migration.

Originality/value

The analysis provides a detailed picture of the wage differences between Eastern European immigrants and natives along the whole wage distribution. The paper also identifies possible causes of the wage gap decrease for EU8 immigrant workers after 2008.

Details

International Journal of Manpower, vol. 42 no. 8
Type: Research Article
ISSN: 0143-7720

Keywords

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