A census-based analysis of the economic status of older indigenous Australians

The focus of this paper is the educational and economic status of indigenous Australians aged 50 years and over as reported in the 1991 Population Census. These indigenous people were less likely to be in employment than other Australians in the same age group and were more likely to be in unskilled occupations. Although there was no evidence of an improvement in the relative individual incomes of indigenous people in this age group between 1986 and 1991, there was some evidence of gains relative to other Australians in the share of the population in employment. This probably reflects the expansion of the Community Development Employment Projects (CDEP) scheme and as such should not be taken as an indicator of growth in indigenous employment independent of government support.     

Occupational shifts across sex-type boundaries in the Swedish labour market

This study examines sex differences in employees’ patterns of mobility between occupations of different sex proportions between 2002 and 2003 and how occupational sex segregation in Sweden is influenced by employees’ occupational shifts. The empirical analysis is based on large-scale and nationwide data sets with a panel design. The results show that employees’ occupational shifts strengthen sex segregation across occupations, especially female ones. Moreover, when we compare employees who in 2002 were in occupations with a given sex proportion, employees shift towards more sex-typical occupations relative to employees of the opposite sex, and this is particularly true for women and older employees. The analysis also shows that whereas the outflow from occupations of certain sex proportions is sex-biased, the sex composition of the inflow of other employees is mostly equal in magnitude to the outflow, partly explaining why the level of overall occupational sex segregation remains almost unchanged between these 2 years.     

Dimensions of Gender Occupational Differentiation in Segregation and Inequality: A Cross-National Analysis

The present research: (a) distinguishes between measures of gender occupational segregation and measures of gender occupational inequality, and (b) examines whether occupational segregation and occupational inequality are differentially related to structural characteristics of national labor markets. Analysis of data from 56 nations shows that measures of nominal segregation are not equivalent to measures of hierarchical inequality. Nominal segregation seems to increase with industrialization and in the presence of service industries but decreases as female labor force participation increases. By contrast, occupational inequality seems to decrease with industrialization and in the presence of service industries but to increase as both female labor force participation and level of educational inequality rise. The data further demonstrate that nominal segregation and ordinal status inequality are interrelated. Where nominal segregation is high, women's relative representation in high status occupations tends to rise. We argue that occupational segregation should not be equated with occupational inequality, and that theoretical propositions regarding gender-occupational segregation may not be applicable to issues concerning occupational inequality. We obtain a better understanding of, and insight into the nature of gender-occupational differentiation by simultaneously considering these two dimensions of gender-occupational differentiation.     

Making sense of census data: A components analysis of employment change among indigenous Australians

The 1996 Census count of indigenous Australians included a substantial number of individuals who were not recorded as indigenous by the previous census. This paper considers the implications of this for interpreting change in employment numbers. Two adjustments are made to employment change data. First, reverse survival of the 1996 population is applied to reconstruct 1991 employment figures. Second, administrative data are used to discount employment generated by participation in labour market programs. The effect is to substantially deflate the strong intercensal employment growth apparent from census counts with the conclusion that the rate of indigenous employment in the mainstream labour market has fallen.     

Match or mismatch? The employment of immigrant engineers in Canada's labor force

Using major field of study and labor force data from the 1996 Canadian census, this paper assesses variations in the correspondence between training in engineering fields and employment patterns. Following a review of the issues associated with under-valuation of credentials, comparisons are made between Canadian born men age 30–54 and permanent residents who immigrated at children and those who immigrated at age 28 or later with respect to labor force participation, employment, and occupational location. Permanent residents who immigrated as adults are assumed to be foreign trained. Compared to the Canadian born and to those immigrating as children, this group is the least likely to be in the labor force or employed. When employed, they are less likely to have either manager, engineering or technical occupations, and most likely to be employed in other occupations. This slippage between training and occupational location is the greatest for those permanent residents with only Bachelors degrees. In part, these aggregate findings reflect recency of arrival of those immigrating as adults. For this group, mis-match is strongest within the first few years of arriving in Canada. Men with engineering training who have been in Canada 15 years or more and/or who have Masters and Ph.D. degrees have employment patterns and occupational profiles that more closely correspond to those of their Canadian-born counterparts or those arriving as children.     

职业性别隔离的测度

职业性别隔离是一个长期存在于劳动力市场的复杂现象,对就业和工资水平产生了重要的影响。文章对职业性别隔离测度的主要方法进行了梳理,介绍了统计描述方法的作用及具体指标,重点讨论了4种主要总和指数的应用方法和使用范围。文章认为,统计描述方法虽然简单,但对了解职业规模、劳动力市场性别比例及垂直隔离状况具有重要作用,是重要的测度方法之一。对于总和指数方法,应根据研究目的,对不同指数的可信度进行区分。     

Occupational status scores: Changes introduced by the inclusion of women

This paper examines the impact of women’s labor force participation on occupational scores by comparing occupational status scores based on the characteristics of the 1970 male labor force with a set of occupational status scores based on the characteristics of the total 1970 labor force. Although the two sets of scores are highly correlated, important differences are found in the scores for specific occupations as well as for major occupational groups. Using the traditional list of 12 major occupational categories, we find that the positions of clerical workers and craftsmen are reversed when status scores are derived from data on all incumbents in the labor force rather than on male incumbents alone. The paper suggests that, with the increased participation of women in the labor force and the concomitant change in the sex composition of the work force, the traditional approaches to the measurement of occupational status based solely on male incumbents may no longer be valid for examining the occupational hierarchy of contemporary American society.     

What types of occupations are women entering? : Determinants of changes in female representation: 1970–2000

Although a consistent body of research has demonstrated that occupational segregation is highly consequential for women's economic standing, we know little about the processes that contribute to changes in levels of sex segregation. In this study, we examine those factors that contribute to changes in the percent of women in detailed occupational categories in the United States. Since we are most concerned with the economic consequences of this type of segregation, we analyze a group of high-paying, male-dominated occupations that, if better integrated, would contribute most to earnings equality. We find that occupations to which relatively high percentages of women aspired and occupations that are growing have been experiencing above-average increases in the percentage of women, while occupations characterized by male-stereotyped task profiles have been witnessing below-average increases. Additionally, our results suggest the presence of a ceiling effect: it is easier for women to break into male-dominated occupations initially than to sustain growth. Our analysis suggests that both supply and demand-side explanations provide insight into the processes contributing to increases in the occupations that we examine, although it can be very difficult to distinguish between supply and demand-side elements; indeed they may occur simultaneously.     

Modelling potential impact of improved survival of Indigenous Australians on work-life labour income gap between Indigenous and average Australians

This study compares the work-life labour income of Indigenous and average Australians and assesses the potential effect of bridging the mortality gaps on their work-life earnings using a life-table model which took account of the survival, employment and income trajectories from 25 to 64 years. Age-specific employment and average annual income data were derived from the 2006 Census for three educational groups: incomplete secondary, completed secondary, and higher levels of education. Results show that depending on educational qualifications, the work-life labour income of Indigenous people is likely to be around two-fifths to two-thirds of the work-life labour income of average Australians. If Indigenous Australians were to have the same level of survival as average Australians, the work-life labour income gap would narrow by about 4–7 % points. Bridging the adult mortality gap alone has only a small effect on bridging economic gaps persisting between Indigenous and other Australians.     

Age stratification at work: Trends in occupational age segregation in the United States, 1950–2000

This paper adjudicates between competing accounts of recent trends in the amount and patterning of occupational age segregation. These accounts rely on narratives about: (1) the decline of age-graded mobility, (2) the rise of occupational volatility, and (3) the existence of dual labor markets, in particular increasingly bimodal age distributions in low-skill occupations. Using new log-multiplicative models and related methods, the findings show that overall age segregation declined between 1950 and 1990, which is consistent with the decline of age-graded mobility. Among women, though not among men, the findings show increasingly bimodal age distributions in particular low-skill occupations, which is consistent with a dual labor market. Starting in 1990, age segregation increased among men and may have increased among women, which is consistent with the occupational volatility narrative.     

A Second Look at the Process of Occupational Feminization and Pay Reduction in Occupations

Using the IPUMS-USA data for the years 1960–2015, this study examines trends in the effect of occupational feminization on occupational pay in the U.S. labor market and explores some of the mechanisms underlying these trends. The findings show that the (negative) association between occupational feminization and occupational pay level has declined, becoming insignificent in 2015. This trend, however, is reversed after education is controlled for at the individual as well as the occupational level. The two opposite trends are discussed in light of the twofold effect of education: (1) the entry of women into occupations requiring high education, and (2) the growing returns to education and to occupations with higher educational requirements. These two processes have concealed the deterioration in occupational pay following feminization. The findings underscore the significance of structural forms of gender inequality in general, and occupational devaluation in particular.     

Differences in the process of earnings determination and inequality between women and men in South Korea

Women have increasingly participated in the labor force in South Korea over the past thirty years. Making up 30% of the labor force in 1960, they grew to comprise 47% by 1990. The economic status of female workers has also improved relative to men; the percentage of female wages to male wages increased from 44.1 in 1971 to 53.5 in 1990. Against this historical backdrop, the author examines the process of earnings determination of workers and assesses the explanatory power of human capital and sex segregation theory on earnings inequality between women and men in the South Korean labor market. This is done by analyzing the 1977-90 waves of the Occupational Wage Survey, a pooled cross-section and time series data set for all non-agricultural occupations. Two separate regressions for men and women are estimated using two-stage weighted least squares methods. It is found after analysis that education and tenure have positive effects on logged earnings. Employment in occupations with greater numbers of women tends to lower workers' earnings regardless of their sex, but women are penalized to a four times greater extent than men for working with other women in occupations. Sex segregation becomes insignificant in lowering women's earnings level when occupational groups are controlled. Finally, the inequality in earnings between genders decreased over the period 1977-90 during which women's earnings increased more than those of men.     

Trends in Occupational Segregation by Gender 1970–2009: Adjusting for the Impact of Changes in the Occupational Coding System

In this article, we develop a gender-specific crosswalk based on dual-coded Current Population Survey data to bridge the change in the census occupational coding system that occurred in 2000 and use it to provide the first analysis of the trends in occupational segregation by sex for the 1970–2009 period based on a consistent set of occupational codes and data sources. We show that our gender-specific crosswalk more accurately captures the trends in occupational segregation that are masked using the aggregate crosswalk (based on combined male and female employment) provided by the U.S. Census Bureau. Using the 2000 occupational codes, we find that segregation by sex declined substantially over the period but at a diminished pace over the decades, falling by only 1.1 percentage points (on a decadal basis) in the 2000s. A primary mechanism by which segregation was reduced was through the entry of new cohorts of women, presumably better prepared than their predecessors and/or encountering less labor market discrimination; during the 1970s and 1980s, however, occupational segregation also decreased within cohorts. Reductions in segregation were correlated with education, with the largest decrease among college graduates and very little change in segregation among high school dropouts.     

The transition to parenthood in Puerto Rico: Occupational status and the timing of first births

This study examines the relationship between occupational status and fertility timing during a period of rapid development in Puerto Rico. Our fundamental hypothesis is that women with higher status occupations face greater opportunity costs than those with less valued jobs and therefore will be more likely to postpone parenthood until later ages than women without such high costs. We test this hypothesis using event history techniques with data from the 1982 Puerto Rico Fertility and Family Planning Assessment, an island-wide survey of women between the ages of 15 and 49. The analysis examines the effects of occupational status on the timing of first births, and finds strong support for the basic hypothesis, especially regarding the post-ponement of teen births. After the teen years, the effects are less pronounced. Overall, it appears that employment opportunities have played an important role in childbearing decisions in Puerto Rico.An earlier version of this paper was presented at the annual meeting of the Population Association of America, Denver, Colorado, 30 April–2 May 1992.     

Occupational and industrial contextual indicators in income determination models for Australia

Contextual variables, such as average education, gender composition, ethnicity and unionization, influence individual incomes differently when aggregated to occupations and to industries. Discriminatory effects exerted on income by ethnic and gender segregation in occupational labor markets are in some cases counterbalanced by segregation in industrial labor markets. Employment in different industries influences income irrespective of individual characteristics of the employees and irrespective of aggregate characteristics of their occupations. This impact of industrial location is also independent of organizational characteristics of the industries, even if the choice of characteristics is determined by the economic segmentation theory.     

Rethinking the Two-Body Problem: The Segregation of Women Into Geographically Dispersed Occupations

Empirical research on the family cites the tendency for couples to relocate for husbands’ careers as evidence against the gender neutrality of household economic decisions. For these studies, occupational segregation is a concern because occupations are not random by sex and mobility is not random by occupation. I find that the tendency for households to relocate for husbands’ careers is better explained by the segregation of women into geographically dispersed occupations rather than by the direct prioritization of men’s careers. Among never-married workers, women relocate for work less often than men, and the gender effect disappears after occupational segregation is accounted for. Although most two-earner families feature husbands in geographically clustered jobs involving frequent relocation for work, families are no less likely to relocate for work when it belongs to the wife. I conclude that future research in household mobility should treat occupational segregation occurring prior to marriage rather than gender bias within married couples as the primary explanation for the prioritization of husbands’ careers in household mobility decisions.     

Gender,Parenthood and Wage Differences: The Importance of Time-Consuming Job Characteristics

Using data from the Swedish Level of Living Survey (2000, 2010), we investigate how the gender wage gap varies with occupational prestige and family status and also examine the extent to which this gap is explained by time-consuming working conditions. In addition, we investigate whether there is an association between parenthood, job characteristics and wage (as differentiated by gender). The analyses indicate that there are gender differences regarding prestige-based pay-offs among parents that are partly explained by fathers’ greater access to employment characterized by time-consuming conditions. Separate analyses for men and women demonstrate the presence of a marriage wage premium for both genders, although only men have a parenthood wage premium. This fatherhood premium is however only present in high-prestigious occupations. Compared with childless men, fathers are also more advantaged in terms of access to jobs with time-consuming working conditions, but the wage gap between fathers and childless men is not explained by differences in access to such working conditions.     

Social structure and the female labor force: The case of women workers in muslim Middle Eastern countries

In terms of quantitative comparative data Middle Eastern countries report systematically the lowest female participation rates in economic activities outside of agriculture. This behavior represents a deviation from the current experience of other developing nations and from the historical experience of the now-industrialized West. Using comparative data on female employment patterns in Latin American countries which are at roughly a similar stage of economic development, it is shown that the low level and particular character of women's involvement in the work force in the Middle East can be explained by institutional arrangements contingent upon aspects of social structure. Five countries are selected for intensive analysis: Chile, Mexico, Egypt, Morocco and Pakistan. One major aspect of social organization and its cultural adjuncts is emphasized: The interplay between the volitional avoidance by women of certain occupational sectors because of the social stigmatizing aspect and the prohibition of occupational opportunities imposed by males. The combined effects of this tradition of female seclusion and exclusion are confirmed by the detailed analysis of the structure of the non-agricultural labor force: Middle Eastern women are absent systematically from occupational and industrial sectors of employment which involve public activity and presuppose contact with males.     

The decline in occupational sex segregation during the 19705: census and cps comparisons

An assessment of changes in occupational sex segregation during the 1970s, as measured by the Census and Current Population Survey, is complicated by the recent reclassification of occupations. Once this is taken into account, it is apparent from both the Census and the CPS that there was a decline in occupational sex segregation in the 1970s and that the decline was probably more substantial than in the 1960s.     

Gender Pay Gap and Employment Sector: Sources of Earnings Disparities in the United States, 1970–2010

Using data from the IPUMS-USA, the present research focuses on trends in the gender earnings gap in the United States between 1970 and 2010. The major goal of this article is to understand the sources of the convergence in men’s and women’s earnings in the public and private sectors as well as the stagnation of this trend in the new millennium. For this purpose, we delineate temporal changes in the role played by major sources of the gap. Several components are identified: the portion of the gap attributed to gender differences in human-capital resources; labor supply; sociodemographic attributes; occupational segregation; and the unexplained portion of the gap. The findings reveal a substantial reduction in the gross gender earnings gap in both sectors of the economy. Most of the decline is attributed to the reduction in the unexplained portion of the gap, implying a significant decline in economic discrimination against women. In contrast to discrimination, the role played by human capital and personal attributes in explaining the gender pay gap is relatively small in both sectors. Differences between the two sectors are not only in the size and pace of the reduction but also in the significance of the two major sources of the gap. Working hours have become the most important factor with respect to gender pay inequality in both sectors, although much more dominantly in the private sector. The declining gender segregation may explain the decreased impact of occupations on the gender pay gap in the private sector. In the public sector, by contrast, gender segregation still accounts for a substantial portion of the gap. The findings are discussed in light of the theoretical literature on sources of gender economic inequality and in light of the recent stagnation of the trend.