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Article
Publication date: 13 September 2023

Jakub Harman and Lucia Bartůsková

The gender pay gap is a well-documented phenomenon in labor economics. Based on the 2018 Structure of Earnings Survey (SES), the authors estimate the impact of observable…

Abstract

Purpose

The gender pay gap is a well-documented phenomenon in labor economics. Based on the 2018 Structure of Earnings Survey (SES), the authors estimate the impact of observable characteristics on the gender pay gap in Visegrad Group countries and provide policy recommendations on reducing the gender pay gap.

Design/methodology/approach

The Oaxaca-Blinder decomposition is applied to estimate the values of explained and unexplained parts of the gender pay gap. Gender pay gap in unadjusted as well as adjusted form is estimated using data on the individual level.

Findings

The results show that unadjusted gender pay gap proved to be stable at more than 20%. The authors found evidence that education widens gender pay gap implying that men have higher returns on education than women. Tertiary education proved to be the highest contributor to widening of gender pay gap. Results also show that there is strong sectoral and occupational segregation. Decomposition proved that only 21% of gender pay gap could be explained by observed characteristics. The unexplained part showed negative values, meaning women would have higher wages, if they had characteristics like men.

Research limitations/implications

Structure of Earnings Survey data are published every four years; therefore the authors’ dataset from year 2018 might not completely reflect today's reality. Unfortunately, newer data are note available yet. Second, Structure of Earning Survey data do not contain variables representing social factors of respondents like marital status, number of children or labour market absence due to birth or childcare. Third, data used for this study do not contain firms that have less than 10 employees; therefore, considerable portion of the labour market is omitted.

Originality/value

Results of this study will help policymakers understand the roots and causes of the gender pay gap in Visegrad Group countries but addressing this issue requires further research.

Details

Journal of Economic Studies, vol. 51 no. 4
Type: Research Article
ISSN: 0144-3585

Keywords

Article
Publication date: 5 December 2023

Anthony Orji and Emmanuel O. Nwosu

This study investigated the gender wage gap in Nigeria by analysing two waves of household surveys (in 2003–2004 and 2018–2019) in order to understand the dynamics or polarisation…

Abstract

Purpose

This study investigated the gender wage gap in Nigeria by analysing two waves of household surveys (in 2003–2004 and 2018–2019) in order to understand the dynamics or polarisation of the labour market in Nigeria in terms of the gender wage gap over time.

Design/methodology/approach

The study applied an extension of Oaxaca–Blinder decomposition that relies on the re-centred influence function (RIF) regressions to analyse the gender wage gap at all points along the wage distribution.

Findings

The results unambiguously show that there is a significant gender wage gap in Nigeria at all points along the wage distribution, such that for the two surveys used and after nearly two decades, men still earn more than women. That is, the log wage difference between males and females is statistically significant at all points between the 10th and the 90th quantiles. In 2003–2004 period, the authors found that most of the wage difference was significantly accounted for by the wage structure effect, whilst the composition effect was negative and only significant at the bottom of the wage distribution. Since the 2018–2019 period, the authors found that there has been a visible change such that most of the gender wage gap is now accounted for by the composition effect at all points along the wage distribution. Another interesting finding is that there has been a general decline in the gender wage gap along the entire wage distribution, such that inequality was higher in 2003–2004 than in 2018–2019. This decline is bigger at the top than at the bottom of the wage distribution. The authors also found that, contrary to some of the studies on the wage gap, the raw gaps for the two surveys appear to show inverted U-shape, but the gap has fallen quickly since the 2018–2019 period. Thus, the authors found strong evidence of a “sticky floor” compared to a “glass ceiling” effect in both periods, and this becomes more pronounced over time. In terms of the contributions of individual covariates on gender pay gap in Nigeria, the authors found that urban residence, unionisation, education and occupation variables exhibit major influence. However, the effects of covariates on the composition and wage structure components of the wage gap have changed over time.

Practical implications

The major policy implication of these findings is that to address the gender wage gap in Nigeria, policy should focus more on how labour is rewarded and improving human capital for women.

Originality/value

This study is a novel paper in Nigeria that has investigated the gender wage gap in Nigeria by extending the focus of literature in three ways. First, the authors applied an extension of Oaxaca–Blinder decomposition that relies on the RIF regressions to analyse the gender wage gap at all points along the wage distribution. Second, the authors used sample selection bias to account for the non-randomness of participation in wage employment. And third, the authors applied similar analysis to two waves of household surveys (in 2003/2004 and 2018/2019) in order to understand the dynamics or polarisation of the labour market in Nigeria in terms of the gender wage gap over time.

Details

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

Keywords

Article
Publication date: 2 August 2023

Jaan Masso and Priit Vahter

This paper investigates the relationship of both technological (product and process) and non-technological (organizational and marketing) innovation with the gender wage gap at…

Abstract

Purpose

This paper investigates the relationship of both technological (product and process) and non-technological (organizational and marketing) innovation with the gender wage gap at firms.

Design/methodology/approach

Using employer–employee level data from Estonia, the authors estimate Mincerian wage equations, in order to show how innovation at the firm level is associated with the gender wage gap. Next, the authors use propensity score matching (PSM) to study the effects of the movement of men and women into innovative firms, how this shapes the gender wage gap at firms.

Findings

The authors find that both technological and non-technological innovation are associated with a larger gender wage gap at firms. The relationship between innovation and the contemporaneous gender wage gap at firms reflects to a significant extent the different selection of men and women with different time-invariant characteristics to innovative firms. Further, the authors find that movement of men and women to work at innovative firms is in longer term associated with larger gains in wages for men. The authors also observe that the relationship of innovation with gender wage gap is stronger in the case of women with children.

Originality/value

Much of the prior analysis focuses on the effects of technological innovation on gender-related labour market outcomes. The authors show here that the relationship of innovation at firms with higher gender wage gap is not only specific to technological innovation, but is more general, and is observed across different types of innovation indicators, including non-technological innovation. This study's results suggest that the effects of innovation on gender wage gap may reflect to an extent the higher demand for flexibility of employees for work purposes at innovative firms, which may increase the gender wage gap, especially between men and women with children.

Details

International Journal of Manpower, vol. 45 no. 3
Type: Research Article
ISSN: 0143-7720

Keywords

Book part
Publication date: 17 May 2024

Mainak Bhattacharjee

The context of sustainable development dwells, quite significantly, upon the one of gender parity in a society and nation. This is so because the issue of gender equality is key…

Abstract

The context of sustainable development dwells, quite significantly, upon the one of gender parity in a society and nation. This is so because the issue of gender equality is key to distributive justice, which is in turn much essential for creating a good amount of precondition for sustainable development. Academic inquests into the problem into the gender disparity are indicative of how gender disparity on economic and social parameter triggers a negative productivity change over time and space. Thus, the current chapter brings forth an analytical approach to contemplating into the above-mentioned narratives in both theoretical and empirical terms. The tack of our analysis is as follows. To begin with, this chapter develops an index to determine the extent of gender disparity in health, education and participation in workforce (namely, Gender Gap Index or GGI). Moving on, the study extends to looking at India changing dynamics on gender gap vis-à-vis developing and less-developed countries. Besides, a general equilibrium model has been developed to unfurl the fallout of gender disparity in terms of the wage gap between male and female workers in the labour force, extant and conditioned further by demographic and sociopolitical factors.

Details

International Trade, Economic Crisis and the Sustainable Development Goals
Type: Book
ISBN: 978-1-83753-587-3

Keywords

Open Access
Article
Publication date: 27 February 2020

Martin Limbikani Mwale, Tony Mwenda Kamninga and Lucius Cassim

The paper investigates whether cultural lineage mediates gender gaps in child nutrition. It captures nutrition using height-for-age and stunting. The analysis uses the 2014 Malawi…

Abstract

The paper investigates whether cultural lineage mediates gender gaps in child nutrition. It captures nutrition using height-for-age and stunting. The analysis uses the 2014 Malawi Millennium Development Goals Endline Survey data. We find evidence of male child nutrition deprivation in matrilineal cultural lineage. The gender of the household head does not relate to the mediating role of lineage on gendered nutrition gaps. As such, the analysis of gendered nutrition should account for the potential impact of culture to produce policy relevant estimates. Furthermore, deficiencies in male nutrition remains a strong health problem, particularly in cultures that benefit most from returns on female children. In these cultures, lineage dominates personal parental preferences. Therefore, there is a need to revisit received wisdom that providing more resources to female heads eliminates gender gaps by provision of culture-tailored nutritional interventions.

Details

Emerald Open Research, vol. 1 no. 6
Type: Research Article
ISSN: 2631-3952

Keywords

Open Access
Article
Publication date: 5 April 2024

Miquel Centelles and Núria Ferran-Ferrer

Develop a comprehensive framework for assessing the knowledge organization systems (KOSs), including the taxonomy of Wikipedia and the ontologies of Wikidata, with a specific…

Abstract

Purpose

Develop a comprehensive framework for assessing the knowledge organization systems (KOSs), including the taxonomy of Wikipedia and the ontologies of Wikidata, with a specific focus on enhancing management and retrieval with a gender nonbinary perspective.

Design/methodology/approach

This study employs heuristic and inspection methods to assess Wikipedia’s KOS, ensuring compliance with international standards. It evaluates the efficiency of retrieving non-masculine gender-related articles using the Catalan Wikipedian category scheme, identifying limitations. Additionally, a novel assessment of Wikidata ontologies examines their structure and coverage of gender-related properties, comparing them to Wikipedia’s taxonomy for advantages and enhancements.

Findings

This study evaluates Wikipedia’s taxonomy and Wikidata’s ontologies, establishing evaluation criteria for gender-based categorization and exploring their structural effectiveness. The evaluation process suggests that Wikidata ontologies may offer a viable solution to address Wikipedia’s categorization challenges.

Originality/value

The assessment of Wikipedia categories (taxonomy) based on KOS standards leads to the conclusion that there is ample room for improvement, not only in matters concerning gender identity but also in the overall KOS to enhance search and retrieval for users. These findings bear relevance for the design of tools to support information retrieval on knowledge-rich websites, as they assist users in exploring topics and concepts.

Article
Publication date: 28 March 2024

James Kroes, Anna Land, Andrew Steven Manikas and Felice Klein

This study investigates whether the underrepresentation of women in executive-level roles within the supply chain management (SCM) field is justified or the result of gender…

Abstract

Purpose

This study investigates whether the underrepresentation of women in executive-level roles within the supply chain management (SCM) field is justified or the result of gender injustices. The analysis examines if there is a gender compensation gap within executive-level SCM roles and whether performance differences or other observable factors explain disparities.

Design/methodology/approach

Publicly reported executive compensation and financial data are merged to empirically test if gender differences exist and investigate whether the underrepresentation of women in executive-level SCM roles is unjust.

Findings

Women occupy only 6.29% of the positions in the sample of 447 SCM executives. Unlike prior studies, we find that women executives receive higher compensation. The analysis does not identify observable factors explaining the limited inclusion of women in top-level roles, suggesting that gender injustices are prevalent in SCM.

Research limitations/implications

This study only considers observable factors and cannot conclusively determine if discrimination is occurring. The low level of inclusion of women in executive roles suggests that gender injustice is intrinsic within the SCM profession. These findings will hopefully motivate firms to undertake transformative actions that result in outcomes that advance gender equity, ultimately leading to social justice for female SCM executives.

Originality/value

The use of social justice and feminist theories, a focus on SCM roles, and an empirical methodology utilizing objective measures represents a novel approach to investigating gender discrimination in SCM organizations, complementing prior survey-based studies.

Details

International Journal of Operations & Production Management, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0144-3577

Keywords

Article
Publication date: 12 April 2024

Sandra Carrasco and Irene Perez Lopez

This study explores the opportunities for a gender-inclusive architecture, engineering and construction (AEC) industry, focussing on the gap between architectural education and…

Abstract

Purpose

This study explores the opportunities for a gender-inclusive architecture, engineering and construction (AEC) industry, focussing on the gap between architectural education and practice. This study focusses on three research questions: (1) What factors influence women architects' career retention and advancement in the AEC industry? How can practice outcomes be linked with educational approaches for gender inclusion in the AEC industry? (3) What critical factors can enable structural changes in architecture education, including AEC-related subjects and practice/career pathways towards gender equity?

Design/methodology/approach

This paper is based on a systematic literature review (SLR). The established timeframe for selecting papers in this study considered the last 20 years, as various seminal studies in feminism and gender inclusion in architecture emerged in the early 2000s through the definition of keywords used in two prestigious databases. The academic articles selected were filtered through a process of inclusion and exclusion, following criteria for suitability and relevance using a Preferred Reporting Items for Systematic Reviews (PRISMA) diagram.

Findings

This study revealed key trends in the literature review consistent with the research questions, including (1) the disproportionate struggles women face at individual, interpersonal and organisational levels and the gender-based bias from entry and progression in the AEC industry that also requires multi-level interventions; (2) traditional architecture education affects female students and educators who find networking, social capital and leadership opportunities to challenge gender-based stereotypes and promote workplace equity, and finally, (3) observe enablers for fostering equity in architecture and education, which should not be limited to policy-driven interventions but structural transformations through transparency, mentorship, leadership, awareness raising and empowerment of women and men, promoting inclusivity and gender equity in the AEC industry.

Research limitations/implications

This study considers a global understanding of gender equity in the AEC industry, regional and country-specific analysis needs to be considered in future studies. The study's focus is on women’s inclusion, acknowledging the limitations of conventional binary gender concepts; future studies need to include the experiences of LGBTI + communities and other underrepresented groups. The literature review considers only academic articles; future research should also consider industry reports, government initiatives and organisational documents for a broader understanding of diversity efforts in business.

Originality/value

This paper observes the issues for gender-inclusive architecture within the context of a male-dominant AEC industry through linking architectural education and practice. Studies rarely focus on this link and address workplace issues. This study highlights this link and extends the discussion through the critical literature review, providing a new ground for geographic-specific or intersectional studies.

Details

Archnet-IJAR: International Journal of Architectural Research, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 2631-6862

Keywords

Article
Publication date: 22 August 2023

Maria Farrugia, Anna Borg and Anne Marie Thake

Although women have advanced in the economic sphere, the gender pay gap (GPG) remains a persisting problem for gender equality. Using Acker's theory of gendered organisations…

Abstract

Purpose

Although women have advanced in the economic sphere, the gender pay gap (GPG) remains a persisting problem for gender equality. Using Acker's theory of gendered organisations, this study strives to gain a better understanding from a macro and micro approach, how family and work-related policies, especially family-friendly measures (FFMs), and their uptake, contribute and maintain the GPG in Malta and specifically within the Financial and Insurance sector.

Design/methodology/approach

Two research instruments were used. National policy documents were analysed through the gender lens, followed by structured interviews with HR managerial participants within this sector.

Findings

Findings suggest that at a macro level, family and work-related policies could be divided into two broad categories: A set of family-friendly policies that contribute to the GPG because of their gendered nature, or because the uptake is mostly taken by women. These include make-work pay policies, which initially appear to be gender neutral, but which attracted lower educated inactive women to the Maltese labour market at low pay, contributing to an increase in the GPG. Second, a set of policies that take on a gender-neutral approach and help reduce the GPG. These include policies like the free childcare and after school care scheme that allow mothers to have a better adherence to the labour market. At the micro level within organisations, pay discrepancies between women and men were largely negated and awareness about the issue was low. Here, “ideal worker” values based on masculine norms seemed to lead to covert biases towards mothers who shoulder heavier care responsibilities in the families and make a bigger use of FFMs. Because men are better able to conform to these gendered values and norms, the GPG persists through vertical segregation and glass ceilings, among others.

Research limitations/implications

Since not all the companies in the Eurostat NACE code list participated in this research, results could not be generalised but were indicative to future large-scale studies..

Practical implications

At the macro and policy level, some FFMs take on a clear gendered approach. For example, the disparity in length between maternity (18 weeks) and paternity leave (1 day) reinforces gender roles and stereotypes, which contribute to the GPG in the long run. While some FFMs like parental leave, career breaks, urgent family leave, telework, flexible and reduced hours seem to take on a more gender-neutral approach, the uptake of FFMs (except childcare) seems to generate discriminatory behaviour that may affect the GPG. When considering the make-work pay policies such as the “in-work benefit” and the “tapering of benefits”, this study showed that these policies attracted lower educated and low-skilled women into the labour market, which in turn may have further contributed to the increasing GPGs. On the other hand, the childcare and after school policies relieve working mothers from caregiving duties, minimising career interruptions, discriminatory behaviour and overall GPGs.

Social implications

This study confirmed that organisations within the Financial and Insurance sector are gendered and give value to full-time commitment and long working hours, especially in managerial roles. Managerial positions remain associated with men because mothers tend to make more use of FFMs such as parental leave, reduced, flexible hours and teleworking. Mothers are indirectly penalised for doing so, because in gendered organisations, the uptake of FFMs conflict with the demands of work and ideal worker values (Acker, 1990). This maintains the vertical segregation and widens the GPG within the Financial and Insurance sector.

Originality/value

By using the gender lens and taking a wider and more holistic approach from the macro and micro level, this study highlights how interlinking factors lead to and sustain the GPG in the Financial and Insurance sector in Malta.

Details

Equality, Diversity and Inclusion: An International Journal, vol. 43 no. 1
Type: Research Article
ISSN: 2040-7149

Keywords

Open Access
Book part
Publication date: 21 May 2024

Marloes van Engen and Brigitte Kroon

Little research is devoted to how salary allocation processes interfere with gender inequality in talent development in universities. Administrative data from a university…

Abstract

Little research is devoted to how salary allocation processes interfere with gender inequality in talent development in universities. Administrative data from a university indicated a substantial salary gap between men and women academics, which partially could be explained by the unequal distribution of men and women in the academic job levels after acquiring a PhD, from lecturer to full professor, with men being overrepresented in the higher job levels, as well as in the more senior positions within each job level. We demonstrated how a lack of transparency, consistency and accountability can disqualify apparent fair, merit-based salary decisions and result in biased gender differences in job and salary levels. This chapter reflects on how salary decisions matter for the recognition of talent and should be an integral part of talent management.

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