Assessing the gender gap in labour market index: volatility of results and reliability

2015 ◽  
Vol 42 (8) ◽  
pp. 749-772 ◽  
Author(s):  
Rosalia Castellano ◽  
Antonella Rocca
Keyword(s):  
Labour Market ◽  
Gender Gap ◽  
Ad Hoc ◽  
Composite Indicator ◽  
Composite Indicators ◽  
Alternative Methods ◽  
Content Type ◽  
Market Index ◽  
Promote Gender Equality ◽  
Complex Phenomena

Purpose – The construction and use of composite indicators has recently increased considerably because such indicators permit the comparison and ranking of countries with respect to complex phenomena of global importance. Together with the diffusion of these composite indicators, a major debate has emerged over their real capacity to produce objective and reliable results. The paper aims to discuss these issues. Design/methodology/approach – In this paper, an analysis of the results of the Gender Gap Labour Market Index (GGLMI) – an ad hoc composite indicator constructed by the authors to analyse the gender gap in European labour markets – is proposed, in order to identify the most appropriate choices in the construction of composite indicators, to obtain reliable results. This is a sensible approach, especially when various aspects (some of them controversial) have to be synthesised. Findings – In addition to highlighting the greater robustness of non-compensatory methods, this analysis confirms the variability of countries’ rankings on graded positional lists, and suggests the need to use a procedure based on a set of alternative methods conveniently combined in each step of the composite indicator construction. Research limitations/implications – The research identifies the weak steps in composite indicator construction and the data characteristics which increase the volatility. Only an approach based on various alternative paths can control for it. Practical implications – It offers some reflections on the extent to which gender disparities in labour market still persist in European countries and the different ways in which it manifests. Social implications – The analysis of characteristics and policies activated in countries at the top of the ranking can suggest initiatives to promote gender equality. Originality/value – Besides of testing the robustness of results, an effort in order to identify the best way to obtain a synthetic and reliable single rank is made. Further, the results produced by the GGLMI for the year 2011 are presented and discussed.

Gender gap and labour market participation

2014 ◽  
Vol 35 (3) ◽  
pp. 345-367 ◽  
Author(s):  
Rosalia Castellano ◽  
Antonella Rocca
Keyword(s):  
Labour Market ◽  
Gender Gap ◽  
Ad Hoc ◽  
Composite Indicator ◽  
European Countries ◽  
Gender Inequalities ◽  
Gender Gaps ◽  
Policy Makers ◽  
Content Type ◽  
Aggregation Techniques

Purpose – The measurement and comparison across countries of female conditions in labour market and gender gap in employment is a very complex task, given both its multidimensional nature and the different scenarios in terms of economic, social and cultural characteristics. The paper aims to discuss these issues. Design/methodology/approach – At this aim, different information about presence and engagement of women in labour market, gender pay gap, segregation, discrimination and human capital characteristics was combined and a ranking of 26 European countries is proposed through the composite indicator methodology. It satisfies the need to benchmark national gender gaps, grouping together economic, political and educational dimensions. Findings – The results show that female conditions in labour market are the best in Scandinavian countries and Ireland while many Eastern and Southern European countries result at the bottom of classification. Research limitations/implications – In order to take into account the subjectivity of some choices in composite indicator construction and to test robustness of results, different aggregation techniques were applied. Practical implications – The authors hope that this new index will stimulate the release of a sort of best practices useful to close labour market gaps, starting from best countries’ scenarios, and the launching of pilot gender parity task forces, as it happened with the Global Gender Gap Index in some countries. Finally, relating gender gap indexes with country policies frameworks for gender inequalities and the connected policy outcomes, it is possible to evaluate their effectiveness and to identify the most adequate initiatives to undertake because policies reducing gender gaps can significantly improve economic growth and standard of living. Social implications – The analysis gives a contribution in the evaluation of the policies and regulations effectiveness at national level considering the existing welfare regimes and the associated gaps in labour market. It can help policy makers to understand the ramifications of gaps between women and men. The Gender Gap Labour Market Index is constrained by the need for international comparability, but limiting its analysis to European countries; it has been based on ad hoc indicators concerning developed economies and could be readily adapted for use at the national and local levels. Originality/value – In this paper the authors propose a new composite indicator index specifically focused on gender gap in labour market. Several papers analysed gender differences in wages, employment or segregation, but few of them consider them together, allowing to get a satisfactory informative picture on gender inequalities in labour market and studying in deep its multiple aspects, including discrimination indicators ad hoc calculated, giving to policy makers an useful tool to evaluate female employees conditions and put them in relation with the different input factors existing within each country.

The portrayal of Australian women in property publications

2018 ◽  
Vol 36 (1) ◽  
pp. 119-129 ◽  
Author(s):  
Hera Antoniades ◽  
Clive M.J. Warren
Keyword(s):  
Built Environment ◽  
Design Methodology ◽  
Ad Hoc ◽  
Valuable Insight ◽  
Gender Inequity ◽  
Content Type ◽  
Promote Gender Equality ◽  
Management Roles ◽  
Practical Implications ◽  
Research Analysis

Purpose The purpose of this paper is to undertake an analysis of the visual portrayal of women published in a professional journal within the built environment and to establish whether or not there is gender stereotyping through these published images. Design/methodology/approach A prominent property professional industry journal was selected for the research analysis. This journal was selected because of the national coverage within Australia and high prominence within the property industry. The analysis focused on a total of 166 pictures in the 2015 issues. The coding identified the publication year, issue number and page number of each photograph analysed and total number of pictures on each page. After this information was tabulated, each photograph was analysed using a thematic analysis approach. Findings The research identified that given the opportunity to be photographed ad hoc, women tend to take the dominant stance and yet when the pictures were posed, the women showed a tendency to adopt a submissive stance. Male images were 13.39 per cent in the dominance category indicating a higher score in comparison to females at 3.45 per cent. Practical implications Whilst it is generally accepted that there are more males in the built environment, the reality leans towards the notion that with less woman on property boards and management roles, it will be difficult to portray women in positions of authority and to balance the gender portrayal. In summary, the marginalisation of women is evident, and marketing media can be highly influential and unintentionally promote gender inequity with image portrayal. Originality/value This research provides a valuable insight on how women are portrayed in the property profession. The property industry and the professional bodies can provide an influential role to promote gender equality.

Addressing the “gender gap” in the managerial labour market

2007 ◽  
Vol 30 (12) ◽  
pp. 942-954 ◽  
Author(s):  
Pooran Wynarczyk
Keyword(s):  
Labour Market ◽  
Glass Ceiling ◽  
Gender Gap ◽  
Role Model ◽  
Social Research ◽  
Firm Level ◽  
Content Type ◽  
North East ◽  
The North ◽  
Model Platform

PurposeThis paper aims to investigate the “gender management gap” in the scientific labour market in the North East of England. The paper seeks to compare and contrast employment, ownership, management structure and capacity between men and women in the Science, Engineering and Technology (SET) sector.Design/methodology/approachThe empirical investigation is based on a survey of 60 SET‐based small and medium‐sized enterprises (SMEs), operating in the North East of England.FindingsThe results show that women are particularly under‐represented in managerial and senior positions of scientific nature in the private sector in the North East of England. The “glass ceiling” effect appears to be widespread.Research limitations/implicationsThere are very limited empirical data and research on the nature and level of participation of women in the scientific managerial labour market at firm level in the UK. There is a need for more rigorous research at firm and regional levels to examine the cumulative effects of underlying factors that prevent women from progression, beyond the “glass ceiling”, in the scientific labour market.Practical implicationsThis paper builds upon a research project funded by the ESRC Science in Society Programme. The key findings have resulted in a subsequent award from the Economic and Social Research Council (ESRC) Impact Grants to establish the “North East Role Model Platform for Innovative Women” in the light of the Science City Initiative.Originality/valueThe “gender management gap” in the scientific labour market in the North East of England has not, empirically, been investigated before and appears to be a highly neglected area of public policy and research.

On the unexplained causes of the gender gap in the labour market

2020 ◽  
Vol 47 (7) ◽  
pp. 933-949
Author(s):  
Rosalia Castellano ◽  
Antonella Rocca
Keyword(s):  
Labour Market ◽  
Gender Gap ◽  
Composite Index ◽  
Family Care ◽  
Gender Inequalities ◽  
Capital Theory ◽  
Content Type ◽  
Additional Information ◽  
Female Behaviour ◽  
Complex Scenario

PurposeThis paper investigates the causes of the gender gap in the labour market that cannot be explained by classical human capital theory.Design/methodology/approachTo this end, the authors integrate the Gender Gap in the Labour Market Index (GGLMI), a composite index developed in previous research, with further information on some social aspects that could affect the female work commitment, directly or indirectly. In particular, the authors want to verify if family care and home duties, still strongly unbalanced against women, and the welfare system play a significant role in the gender gap.FindingsResults highlight a very complex scenario, characterized by the persistence of gender inequalities everywhere, even if at different degrees, with very strong imbalances in the time spent at work in response to the family commitments.Research limitations/implicationsThe actual determinants of gender disparities in the labour market are very difficult to identify because of the lack of adequate data and the difficulties in measuring some factors determining female behaviour. The additional information used in this research can only partially accomplish this task.Originality/valueHowever, for the first time, this paper uses information on different aspects and causes of the gender gap, including proxies of mainly unobservable aspects, in order to achieve at least partial measurement of this phenomenon.

scholarly journals Building a Composite Indicator to Measure Environmental Sustainability Using Alternative Weighting Methods

2020 ◽  
Vol 12 (11) ◽  
pp. 4398 ◽  
Author(s):  
José Gómez-Limón ◽  
Manuel Arriaza ◽  
M. Guerrero-Baena
Keyword(s):  
Environmental Sustainability ◽  
Environmental Performance ◽  
Composite Indicator ◽  
Composite Indicators ◽  
Alternative Methods ◽  
Analytic Hierarchy ◽  
The Individual ◽  
Hierarchy Process ◽  
Weighting Methods

Environmental sustainability in agriculture can be measured through the construction of composite indicators. However, this is a challenging task because these indexes are heavily dependent on how the individual base indicators are weighted. The main aim of this paper is to contribute to the existing literature regarding the robustness of subjective (based on experts’ opinions) weighting methods when constructing a composite indicator for measuring environmental sustainability at the farm level. In particular, the study analyzes two multi-criteria techniques, the analytic hierarchy process and the recently developed best-worst method, as well as the more straightforward point allocation method. These alternative methods have been implemented to empirically assess the environmental performance of irrigated olive farms in Spain. Data for this case study were collected from a panel of 22 experts and a survey of 99 farms. The results obtained suggest that there are no statistically significant differences in the weights of the individual base indicators derived from the three weighting methods considered. Moreover, the ranking of the sampled farms, in terms of their level of environmental sustainability measured through the composite indicators proposed, is not dependent on the use of the different weighting methods. Thus, the results support the robustness of the three weighting methods considered.

Gender, education and labour market: evidence from Mauritius

2014 ◽  
Vol 34 (9/10) ◽  
pp. 609-633 ◽  
Author(s):  
Deepa Gokulsing ◽  
Verena Tandrayen-Ragoobur
Keyword(s):  
Labour Market ◽  
Gender Gap ◽  
Formal Education ◽  
Market Access ◽  
Secondary Data ◽  
Small Island ◽  
African Countries ◽  
Content Type ◽  
Development Indicators ◽  
Education Performance

Purpose – The purpose of this paper is to analyse the role of women in the small island economy by focussing on the education sector and labour market access. First, we analyse the educational path of women in Mauritius and second we examine the labour market opportunities available to them. We link the two sectors by adopting a gender perspective. Third, we investigate whether the same opportunities are made available to both men and women and whether or not there exist a gender gap in economic participation in the country. Design/methodology/approach – The author used data from the World Bank Development Indicators (2012) for a comparative analysis of the gender situation in Mauritius relative to other African countries. Gender statistics were also made available from the statistical office: statistics, Mauritius. The Global Gender Gap Report (2012) and the SADC Gender Protocol Barometer 2012 were used as secondary data. Findings – The analysis reveals that though girls’ outperform boys at all education levels, starting from primary, secondary and tertiary level, their access to job opportunities are reduced. Female unemployment rate is higher than that of male unemployment and even for those women who manage to enter the labour market, they remain in the low-occupation jobs. This puzzling relationship between good educational performance and female unemployment or low-occupation may first be explained by the wrong choice of subjects at secondary and tertiary levels. Mauritian women are more likely to obtain a degree in education and humanities which are the traditional areas rather than moving to the non-traditional spheres of science and engineering. Hence, not only is it difficult for them to penetrate the labour market which is already saturated in these traditional disciplines but jobs in these fields may not be in the high wage range. Consequently, these subject choices have repercussions for the occupations they choose and the wages they earn. Significant and persistent gaps remain in the fields of study that women and men choose as part of their formal education. These gaps translate henceforth into gender differences in employment and ultimately into differences in productivity and earnings. Originality/value – No study has focused on the puzzling link between good education performance of girls and their inability to access the labour market in Mauritius.

Gender inequalities in labour market outcomes

2017 ◽  
Vol 38 (5) ◽  
pp. 675-695 ◽  
Author(s):  
Thomas Georgiadis ◽  
George Christopoulos
Keyword(s):  
Labour Market ◽  
Gender Gap ◽  
Composite Index ◽  
Regional Level ◽  
Gender Inequalities ◽  
Valuable Insight ◽  
The European Union ◽  
Work Intensity ◽  
Content Type ◽  
The Impact

Purpose The purpose of this paper is to focus on the investigation of gender inequalities in the labour market at the regional level in Greece throughout the years preceding and following the economic crisis. Design/methodology/approach Utilising microdata from the European Union Statistics on Income and Living Conditions (EU-SILC) database from 2005 up to the most recent available, the authors construct the Total Earnings Gap Index, a composite index at the individual level which incorporates gender differentials in aspects related to employment, work intensity and earnings. This approach is further complemented by the results of the econometric analysis (a probit model for the probability of being in employment and a Heckman selection model for the determinants of hourly pay and hours worked), which portray the impact of gender on a set of labour-related characteristics. Findings The findings of the analysis indicate a widespread reduction of the gender gap; however, this appears to be mainly the result of a sharper fall in employment among men, hence pointing towards a “race to the bottom” process which presents few – if any – signs of an increase of women’s economic independence. The emerging picture points towards a trend of regional convergence in gender gaps, while also highlighting that similar gender equality outcomes are, in certain cases, shaped by radically different dynamics. Originality/value This paper uses an innovative composite index which provides a multi-dimensional depiction of gender inequality in the Greek labour market. This index has been introduced by Eurostat and has been applied at the country level, with this paper being the first – to the authors’ knowledge – to apply it at the regional level. Additionally, by examining years before and throughout the crisis, the present analysis adopts a dynamic perspective, offering valuable insight into the seismic shifts that Greece’s labour market structure has undergone during this period.

The real losers during times of economic crisis: evidence of the Korean gender pay gap

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Louise Patterson ◽  
Vic Benuyenah
Keyword(s):  
Global Health ◽  
Labour Market ◽  
Economic Crisis ◽  
Gender Gap ◽  
General Trend ◽  
Pay Gap ◽  
Average Growth ◽  
Health Crisis ◽  
Content Type ◽  
The Impact

PurposeThe purpose of this study is to gain a better understanding of the employment figures in the labour market after the two Korean financial crises (1997 and 2008), focusing on the gender gap across different characteristics. Based on several data points, a general trend becomes evident whereby, as companies retrenched, they shifted the demographics of their employees to those perceived as most valuable, i.e. workers with university educations. However, when distinguished by gender, it is evident that their priorities changed. This discovery suggests that as the world faces another global health crisis (COVID-19) with its associated impact on organisational retrenchment, the gender gap in Korea could widen further.Design/methodology/approachThe analysis was conducted by applying a simple compounded average growth rate (CAGR) analysis to determine the impact of the two crises on employment by the educational level.FindingsA general trend becomes evident whereby, as companies retrenched, they shifted the demographics of their employees to those perceived as most valuable, i.e. workers with university educations. However, when distinguished by gender, it is evident that their priorities changed.Research limitations/implicationsSecondary data were used for the analysis as data for unemployed, who had given up looking for work, were not available.Practical implicationsManagers can use the findings when making decisions about laying-off staff during times of financial/economic crisis.Social implicationsThere is a perceived negative impact upon highly educated Korean women.Originality/valueThe paper advances the pay gap literature by providing evidence from Korea. CAGR analysis has never been used previously in analysing the pattern of labour market data to reveal gender discrimination. With a global health crisis (COVID-19) with its associated impact on organisational retrenchment, the gender gap in Korea could widen further.

scholarly journals The hegemonic gender order in politics

2018 ◽  
Vol 37 (8) ◽  
pp. 832-846 ◽  
Author(s):  
Silvia de Simone ◽  
Daniela Putzu ◽  
Diego Lasio ◽  
Francesco Serri
Keyword(s):  
Gender Inequality ◽  
Gender Gap ◽  
Design Methodology ◽  
Qualitative Interviews ◽  
Social Practices ◽  
Content Type ◽  
Interpretative Repertoires ◽  
Promote Gender Equality ◽  
Practical Implications

PurposeDespite the ongoing increase of women in the top positions, they are still underrepresented in politics. The studies that primarily focus on women’s underrepresentation in politics neglect the role of gender as a category that structures and makes sense of social practices. The purpose of this paper is to investigate the mechanisms that regulate the contemporary gender order in politics through discourse analysis and the contribution of the critical feminist perspective.Design/methodology/approachThe study is based on 30 biographical interviews with Italian politicians and focuses on the account of their political experiences and on the meanings attributed to these.FindingsThe results of this paper underline the tendency to either absolve or blame women for gender inequality in politics through different interpretative repertoires: “Women’s disinterest toward politics,” “Politics as masculine context” and “Politics–family unbalance.” The analysis allowed to unravel the way in which the discursive practices create and reproduce the hegemonic gender order in politics.Research limitations/implicationsThe research is limited to 30 qualitative interviews, and so results cannot be generalized.Practical implicationsThe findings of this paper highlight the importance of exploring issues relating to the gender gap in politics and stress the need to implement actions to promote gender equality in politics.Originality/valueThe paper contributes to an understanding of women’s underrepresentation in politics and offers causes for reflection on a phenomenon that has profound implications for our society.

Gender equality legislation and foreign direct investment

2017 ◽  
Vol 38 (2) ◽  
pp. 160-179 ◽  
Author(s):  
Yu-Cheng Lai ◽  
Santanu Sarkar
Keyword(s):  
Labour Market ◽  
Gender Equality ◽  
Gender Gap ◽  
Estimation Method ◽  
Working Hours ◽  
Employment Outcomes ◽  
Content Type ◽  
Female Workers ◽  
Working Hour ◽  
Male Workers

Purpose The purpose of this paper is to examine the differences in the effects of gender equality legislation on employment outcomes among female and male workers in industries with different intensity of foreign investment (namely, foreign direct investment (FDI)-intensive industries and non–FDI–intensive industries). The specific employment outcomes that were studied to compare the effects of the legislation are the working hours, employment opportunities, and wages of female and male workers in Taiwan. Design/methodology/approach Using data from the annual Manpower Utilization Survey, the authors applied a differences-in-differences-in-differences estimation method to test the effect of gender equality legislation on employment outcomes. By using multinomial logit, the authors measured the effect of the legislation on employment opportunities. To correct for simultaneity and selectivity problems/biases, the authors adopted Heckman two-stage selection procedures. Likewise, the authors used weighted least squares to solve heteroskedasticity in the wage and working hour equations. Further, the instrumental variable (IV) method was used to correct for simultaneity bias in the equation on working hour. The authors applied three stages estimation method following Killingsworth’s (1983) approach to measure the effect of the legislation on wages and working hours. Findings The authors found the restrictions enforced by the gender equality legislation (namely the Gender Equal Employment Act (GEEA), enacted in 2002) in Taiwan to have made certain impact on the workers’ working conditions in FDI-intensive industries. The major finding indicated that in a country like Taiwan, where the legislature tried tilling the perpetual gender gap in its labour market, by passing a law to counter inequality, could finally narrow the gender gap in wages among workers in the FDI-intensive industries. Although initially after the enactment of the GEEA (between 2002 and 2004), the gender gap in part-timers’ wages has widened, yet over a period of time the gap in their wages too has narrowed down, particularly during 2005-2006. The legislation, however, could not improve the job opportunities for full-time female workers’ in FDI-intensive industries. Besides, post 2002, the female workers were found to have worked for shorter hours than male workers, which according to us, could be largely attributed to the enforcement of the GEEA. Practical implications An in-depth analysis of the labour market effects of gender equality legislation should be useful to policymakers, especially those interested in understanding the impact of legislative measures and policy reforms on labour market and employment outcomes across industry types. If enforcement of a gender equality legislation has succeeded in reducing the gender gap more in one set of industries than the others (e.g. foreign owned instead of domestic industries), as the authors noticed in this study, then the same should have a bearing on revamping of future enactment and enforcement too. Originality/value Current study findings would not only provide the broad lessons to the policymakers in Taiwan, but the results that have emerged from a country case study could be referred by other growing economies who are enthusiastic about improving female workers’ working conditions through legislative reforms.

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