Article

Determinants of Gender Differences in Change in Pay among Job-Switching Executives

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Abstract

The authors investigate what determines differences in change in pay between men and women executives who move to new employers. Using proprietary data of 2,034 executive placements from a global search firm, the authors observe narrower pay differences between men and women after job moves. The unconditional gap shrinks from 21.5% in the prior employer to 15% in the new employer. After controlling for typical explanatory factors, the residual gap falls by almost 30%, from 8.5% at the prior employer to 6.1% in the new placement. This change reflects a relative increase in performance-based compensation for women and a lower level of unexplained pay inequality generally in external placements. Controlling for individual fixed effects, observed women have higher pay raises than do men. Finally, the authors find suggestive evidence that pay differences may also be moderated by differences in the supply and demand for women executives.

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... In contrast to the well-established gender pay gap, a few studies have found that under certain conditions, women may receive a premium relative to their equally qualified male counterparts (Groysberg, Healy, & Lin, 2022;Leslie, Manchester, & Dahm, 2017;Malladi & Mean, 2021). For example, focusing on CEOs and CFOs of US public firms, Malladi and Mean (2021) find that, at the aggregate level, women are compensated slightly higher than men. ...
... For example, focusing on CEOs and CFOs of US public firms, Malladi and Mean (2021) find that, at the aggregate level, women are compensated slightly higher than men. Similarly, analyzing the cash components of compensation, Groysberg, Healy, and Lin (2022) observed that, among job-switching executives, women receive higher raises than their male counterparts, despite evaluators' tendency to discount women's abilities, biases decrease in organizations seeking to achieve diversity goals, especially toward high-ability, high-potential women (Leslie, Manchester, & Dahm, 2017). ...
... Second, we controlled for differences in firm size, which tend to drive pay outcomes. Specifically, we used the number of employees (logarithmic transformation) to control for firm size, which is an important determinant of executive pay (Groysberg, Healy, & Lin, 2022;Peng, Sun, & Markóczy, 2015;Renner, Rives, & Bowlin, 2002;Tosi et al., 2000). Finally, because female representation in TMTs tends to mitigate the gender pay gap (Carter, Franco, & Gine, 2017;Elkinawy & Stater, 2011), we controlled for diversity of the TMT, which was measured as the percentage of female executives on the TMT present in ExecuComp. ...
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In this study, we explore how early career advancement affects the gender pay gap among top executives and argue that an employee's age at attainment of an executive position serves as a signal that helps reduce biases toward women, thereby lowering gender pay differentials. We analyze career data of 803 executives from public high-technology manufacturing firms in the United States by collecting information from ExecuComp , Marquis Who's Who , LinkedIn , and Bloomberg . Our results indicate that attaining a top management position at a young age has a positive effect on pay, particularly among women, and this effect is due to the variable portion of compensation, which represents a large proportion of compensation among top executives. Further, recent research has identified a pay premium among high-potential female managers, although its key drivers remain unclear. This paper explores age as an observable signal that influences this premium and reduces the gender pay gap.
... Second, in addition to impacting the gender gap directly, universities' equity efforts may also affect the labor market in gender-specific ways, such as by increasing the demand for female faculty and female willingness-to-move, which can lead to raises for women via retention efforts. Through these direct and indirect channels, the increased equity focus in academia would be expected to increase the prevalence of large raises among women (Blackaby et al., 2005;Groysberg et al., 2022;Leslie et al., 2017), which is consistent with our findings. Third, complementary policies that facilitate equity enhancements also likely contribute to the narrowing gender wage gap in our sample. ...
... Differential attrition by gender correlated with wages could be a source of bias that would lead us to estimate a narrowing gender wage gap even when the gap has not truly narrowed (i.e., due to a change in the composition of our sample rather than a real change in gender wage dynamics). With regard to faculty mobility specifically, in addition to affecting attrition, mobility can affect the wage gap through gender differences in the earnings returns to mobility (Blackaby, Booth, & Frank, 2005;Groysberg, Healy, & Lin, 2022). ...
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We study the conditional gender wage gap among faculty at public research universities in the U.S. We begin by using a cross-sectional dataset from 2016 to replicate the long-standing finding in research that, conditional on rich controls, female faculty earn less than their male colleagues. Next, we construct a data panel to track the evolution of the wage gap through 2021. We show that the gender wage gap is narrowing. It declined by more than 50% over the course of our data panel to the point where by 2021, it is no longer detectable at conventional levels of statistical significance.
... These are mainly studying the causes and roots of the research outcome (e.g., Post et al., 2022) or deepening into the effects of specific factors that may be correlated with women's issues in CEO positions (e.g., Jeong & Harrison, 2017). Groysberg et al. (2020), which focus on how internal and external labor markets may impact gender pay disparities. However, some studies on the international level rely on specific industries or sectors of economy (e.g., Athanasopoulou et al., 2018;Orser et al., 2019) or apply other theories to their research (e.g., Dixon-Fowler et al., 2013). ...
... • Salary disparities: It is confirmed by a large number of studies that women CEOs still earn less than men in many industries, which can affect their ability to accumulate wealth and compete for executive roles (e.g., Hutchinson et al., 2017;Groysberg et al., 2020); ...
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... There are documented gender differences in the compensation agreements reached by top executives, but they are less likely with greater visibility (see the section below on ambiguity about what is negotiable) (Blevins et al. 2019), and the differences do not uniformly disadvantage women (Groysberg et al. 2020, Klein et al. 2021, Leslie et al. 2017. For instance, evidence indicates that "high-potential" executive women have the capacity to claim higher compensation than male peers when organizations have strategic diversity goals (Leslie et al. 2017). ...
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Occupational segregation by sex occurs everywhere, causing labour market rigidity and economic inefficiency, wasting human resources, preventing change, disadvantaging women and perpetuating gender inequalities. The author reviews the principal theoretical explanations for its existence and persistence: neo-classical and human capital; institutional and labour market segmentation; and gender discrimination. Its complex relationship with female-male pay differentials is also explored. Though all prove pertinent, the most compelling explanations of occupational segregation by sex are gender theories, given the enormous overlap in abilities and preferences of individual men and women.
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Individuals often enter similar jobs via two different routes: internal mobility and external hiring. I examine how the differences between these routes affect subsequent outcomes in those jobs. Drawing on theories of specific skills and incomplete information, I propose that external hires will initially perform worse than workers entering the job from inside the firm and have higher exit rates, yet they will be paid more and have stronger observable indicators of ability as measured by experience and education. I use the same theories to argue that the exact nature of internal mobility (promotions, lateral transfers, or combined promotions and transfers) will also affect workers’ outcomes. Analyses of personnel data from the U.S. investment banking arm of a financial services company from 2003 to 2009 confirm strong effects on pay, performance, and mobility of how workers enter jobs. I find that workers promoted into jobs have significantly better performance for the first two years than workers hired into similar jobs and lower rates of voluntary and involuntary exit. Nonetheless, the external hires are initially paid around 18 percent more than the promoted workers and have higher levels of experience and education. The hires are also promoted faster. I further find that workers who are promoted and transferred at the same time have worse performance than other internal movers.
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This study addresses a phenomenon observed in past research on career success and attainment in which White male managers and executives seemingly gain more from external labor market mobility than do their female and minority male counterparts. Focusing on the executive search industry, the authors found that executive search firm representatives are more likely to contact White males than females and minority males, that the compensation advantage resulting from an external labor market strategy is strongest among White male managers and executives, and that search firm—initiated contacts moderate the relationship between compensation and mobility in an external labor market. Implications for management research, theory, and practice are discussed.
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This paper investigates whether and how individual managers aect corporate behavior and performance. We construct a manager-rm matched panel data set which enables us to track the top managers across dierent rms over time. We nd that manager xed eects matter for a wide range of corporate decisions. A signicant extent of the heterogeneity in investment, nancial and organizational practices of rms can be explained by the presence of manager
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We look at the relationship between the number of assignments, the length of international assignment experience, the type of employer commissioning the international assignment, the individual's career stage at the first assignment, and career advancement: the time that the executives took to be appointed to the CEO position from the start of their career. Our sample of 1001 chief executives, based in 23 countries and affiliated with the 500 largest corporations in Europe and the 500 largest in the United States, allows us to examine important individual- and organization-level contingencies that affect the relationship between international assignment experience and career advancement. We find that international experience slows the executives' ascent to the top, longer assignments and a larger number of assignments being detrimental to their speed of ascent to top corporate positions. Further, international assignments at corporations other than the CEOs' current employer and assignments taken at later stages of executives' careers damage career advancement.
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This paper proposes a four-cell typology of career systems, which describes the way different corporate strategies reflect the nature of executive labor markets. The two critical dimensions of the model, “supply flow” and “assignment flow,” reflect the external and internal movement of executives. We use recent examples from industry to demonstrate the way in which business and career system strategies align. We then examine individual background and personality variables, drawn from a ten-year study tracking 125 MBA graduates, to show how executives sort themselves into the career system best suited to their needs. The broader purpose of this research is to begin to tie together a general theory of career systems that focuses on the level of the firm in its changing strategic and industry context.
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Thesis (Ph. D.)--University of Texas at Dallas, 1992. Vita. Includes bibliographical references (leaves 223-234). Photocopy.
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This paper analyzes changes in wage differentials between white men and white women over the period 1993–2006 across the entire wage distribution using Panel Study of Income Dynamics (PSID) data. We decompose distributional changes in the gender wage gap to assess the contribution of observed characteristics measuring individual productivity. We find that the gender wage gap narrowed by more than 13 percent at the lowest decile and by less than 4 percent at the highest decile. The decomposition results indicate that changes in the gender wage gap are mainly attributable to changes in educational attainment at the top of the wage distribution, while a sizeable part of the changes is due to work history changes at the bottom. Our findings suggest that the educational success of women could reduce the gender wage gap at the bottom of the distribution both before and during the 1990s but did not trigger a strong decline at the top of the distribution until today.
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Bertrand and Hallock (2001: 3) present compelling evidence that female executives in the United States earned 45 percent less total compensation than their male counterparts for 1992–1997. We complement their results by analyzing data over a longer time period and, more importantly, contend that most of the unexplained gender difference in total pay among executives was due to gender differences in the portion of variable pay, in particular a different cash payout from stock option exercises.
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With few exceptions, past research on the glass ceiling has assumed that the barriers to women’s advancement in organizations reflect sex differences in internal promotion processes. This assumption, however, has never before been the subject of close scrutiny. We examine sex differences in how are jobs filled - both internally and externally - across the levels of the hierarchy of a large BioPharma firm. There is an apparent “glass ceiling” observed among people filling these jobs: the percentage of females declines over increasing levels of the hierarchy. However, when considering the gender distribution of the pool of candidates for these openings, among both internals and externals, we find that women are more likely than men to be hired. We find that this female advantage declines as one goes up the hierarchy, but only weak evidence for the glass ceiling argument that women experience barriers to access for jobs at higher levels of the organization. Contrary to the glass door theory, we find little evidence that women experience barriers in external hiring. Women are more likely than men to be hired from outside the firm, and this pattern does not decline as one goes up the levels of the organizational hierarchy. For both internals and externals, a key factor producing differences in gender composition across levels of the organization is the gendered nature of the candidate pools for jobs at different levels.
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Numerous studies have examined patterns of gender inequality in organizational advancement, with some showing results indicative of “glass ceilings,” where gender disparities are strong at the upper reaches of the organization, while others suggest “sticky floors,” where the gender differences in advancement occur at the lower levels of the organization. These studies, however, have been less clear on the mechanisms that produce these descriptive patterns. With few exceptions, extant studies have focused on internal promotion practices and have not addressed the extent to which these patterns might reflect gender differences in external recruitment and hiring into the organization. We construct queues consisting of both external and internal candidates - the set of candidates under consideration - for over 2,200 job openings during a 27-month period for a large retail bank. We find that women are more likely than men to be hired, and that this pattern holds for jobs up and down the organizational hierarchy. The applicant pools are themselves gendered, however, with women comprising a lower percentage of the applicant pools for high-level jobs, but a greater proportion of the pools for lower-level jobs. Since women are more likely than men to advance from each applicant pool to hire at all levels of the hierarchy, the apparent “glass ceiling” observed among job incumbents is not due to gendered screening practices. Instead, the roots of gender inequality in this firm lie in the initial sorting of applicants into queues.
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Using data from 739 U.S. managers and professionals and 593 Hong Kong Chinese managers and professionals we examined the moderating effects of gender on the relationship between changing employers and compensation attainment. While there were no gender-based compensation differences early in the careers of these individuals (in 1991), large pay differences favoring men were observed in 1999 only among those who had followed an external labor market strategy. These results demonstrate that this phenomenon is not isolated to labor markets of the United States and strengthen the view that much of the observed pay differential favoring men has its origins in extra-firm mobility, not intra-firm gender discrimination. Copyright © 2004 John Wiley & Sons, Ltd.
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After a quick recapitulation of previous reviews of the employment interview, recent research from about 1975 is reviewed and summarized. Research dealing with the reliability and validity of the interview, methodological issues, decision making, interviewer training, minority characteristics, nonverbal behavior, interviewee characteristics, and interviewee training is summarized. Trends and directions are noted, suggestions for further research extended, and a discussion of why persistence in the use of interview exists is presented.
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The last major narrative review of the employment interview was published over 10 years ago. Since then, 278 studies have examined numerous aspects of the interview. This review summarizes and critically examines this recent research. A framework is developed that partitions research into social, cognitive, individual difference, measurement, and outcome factors. This organizing framework allows an examination of trends over time and facilitates identification of gaps in the empirical literature. Within each of these major factors, each research topic is identified, defined, and reviewed. For each topic, the results of the previous 3 narrative reviews are briefly summarized, recent research is reviewed and critiqued, and directions for future research are identified.