This article is published in collaboration with VoxEU.
The persistence of the gender gap is shaping the debate over women in the workplace and underscores the challenge facing policymakers as they weigh on their potential role in closing it.1
The disparity affects females at all income levels, but women in professional and managerial occupations tend to experience greater gender pay differences than those in working-class jobs. The rise in the use of incentive pay, which has been linked to the growth of income inequality (Lemieux et al. 2009), might have contributed to the persistence of a gender wage gap in earnings (Albanesi and Olivetti 2009). This issue is particularly relevant for top executives, for whom incentive pay accounts for a considerable share of total compensation.
Our recent work (Albanesi et al. 2015) explores the link between incentive pay and gender gaps for top executives at Standard & Poor’s firms.
It has been well documented that there are significant gender differences in the level of compensation for top executives. Bertrand and Hallock (2001) show that three quarters of the 45% gender differential can be accounted for by the size and industry distribution of female executives, in particular, the fact that women are represented in smaller firms and that they are less likely to hold the title of CEO (or other top-ranked titles). The fact that female top executives are younger and have fewer years of tenure contributes to explain a large part of the remaining gender differential in total compensation. Additional studies by Bell (2005) and Elkinaway and Stater (2011) further confirm these results. By contrast Gayle et al. (2012) find that, controlling for executive rank and background, women earn higher compensation than men and are promoted more quickly, but experience more income uncertainty. They also find that the unconditional gender pay gap and job-rank differences are primarily attributable to female executives exiting the occupation at higher rates than men.
However, the prevalence of stock grants and stock options in the compensation of executives might introduce gender distortions not apparent in the levels of compensation or the career trajectories of men and women at the top.
Our study documents three new facts about gender differences in the structure of executive compensation. We focus on top-five executives as defined by title (Chair/CEOs, Vice Chairs, Presidents, CFOs and COOs) in Standard & Poor’s ExecuComp between 1992 and 2005.2 Only 3.2% of these executives are women.3
Three facts about gender gaps in executive compensation
- Fact 1: Female executives receive a lower share of incentive pay in total compensation relative to males.
Unlike gender differences in flow compensation, the gap in the value of accumulated stock options and stock grants is not explained by gender differences in title, age and tenure.
Figure 1 shows the average components, by gender, of TDC1, the most common flow measure of total compensation, which includes salary as well as an array of ‘incentive pay’ components that are linked to firm performance.
Figure 1 Components of TDC1
Notes: TCD1 salary is salary and bonus plus stock options granted, plus restricted stock granted, plus other payments (including long-term incentive plans), Stock Options is stock options granted, valued using Black and Scholes methodology, Stock Grants is the value of restricted stock granted, reported in thousands of dollars.
Source: Standard & Poor’s ExecuComp. Sample period: 1992-2005.
Gender differences in incentive pay account for 93% of the gender gap in total pay. The biggest gender gaps among the compensation components are related to bonuses (71%) and other forms of compensation (68%). Gender differences in stock options alone account for 41% of the gender difference in flow compensation.
Incentive pay leads to the buildup of firm specific wealth, from previous years’ flow of stock options and stock grants. Because small fluctuations in a company’s stock value may lead to large swings in the value of outstanding stock options and stock grants – typically larger than flow components of compensation – we consider two measures of firm-specific wealth stock: the total value of an executive’s accumulated stock options and stock grants. The gender differential in the value of stock options is 75%, but the largest gender differential is for stock grants held, with a female/male ratio of 22%.
Consistent with earlier studies the gender differential in TDC1 can be accounted for by the fact that female top executives are younger, have fewer years of tenure and are less likely to hold the top job titles. However, gender differentials in the total value of an executive’s accumulated stock options and stock grants remain sizable (27 and 9 log points, respectively) even after taking all these factors into account.
- Fact 2: The compensation of female executives displays lower pay-performance sensitivity relative to males.
A $1 million increase in firm value generates a $17,150 increase in firm specific wealth for male executives and a $1,670 increase for females. For each 1% change in firm market value, compensation rises by $60,000 for men and only $10,000 for women.
- Fact 3: The compensation of female executives is more exposed to declines in firm value and less exposed to increases in firm value than that of males.
While a 1% rise in firm value is associated with a 13% and 44% rise in firm specific wealth for female and male executives, respectively, a 1% decline in firm value is associated with a 63% decline in firm specific wealth for female executives and a 33% decline for males.
Female executives have on average a lower average value of accumulated stock grants. Therefore, fluctuations in pay driven by a given change in firm performance correspond to a greater fraction of their average pay, even if male executives exhibit higher sensitivity. Moreover, the incidence of positive changes is much larger than that of negative changes in firm performance. Since the gender differences in sensitivity are smaller for negative changes than for positive changes, this affects the overall relation between firm performance and pay by gender.
A back of the envelope calculation based on our estimates reveals that female executives are less exposed to positive changes in firm market value and more exposed to negative changes in market value. We find that pay for female executives cumulatively declined by 16% as a result of exposure to changes in firm market value, while for male executives it cumulatively rose by 15% over the sample period.
Although female executives receive lower incentive pay and have lower pay performance sensitivity, they experience greater exposure to negative changes in firm value and smaller exposure to positive changes in firm value compared to male executives, as a fraction of their average total value of stock grants. Overall, changes in firm performance penalize female executives while they favour male executives.
Are these gender differences in compensation efficient?
Surveys of professionals and executives, time use studies and experimental and psychological studies suggest that:
- Exclusion from informal networks, gender stereotyping and lack of role models are perceived as substantial barriers to career advancements for female executives;
- Married female professionals bear a disproportionately large share of childcare responsibilities relative to married men in similar circumstances;
- Women display lower propensity to select into competitive environments;
- Women display lower propensity to initiate negotiations;
- Women exhibit higher risk aversion.
Based on the efficient paradigm of the pay-setting process,4 these gender differences in barriers to career advancement and preferences are consistent with Facts 1 and 2, but they would imply lower performance for female-headed firms, for which we find no evidence in our data. Moreover, this framework cannot explain Fact 3.
The evidence we find on gender differences in pay and pay-performance sensitivity is instead consistent with the ‘skimming’ or ‘managerial power’ view of executive compensation. According to this theory, board members are captive to the executive, so managers can influence their compensation package to increase their average pay and undermine incentives. The goal of the executive is to prevent pay from going down when firm performance is suffering and trying to boost pay when the company is doing well. However, as we documented, top female executives are less entrenched than their male counterparts – they are usually younger, with fewer years of tenure and weaker networks. Thus, they are more limited than male executives in their ability to control their own compensation.
What do we learn from the analysis of executive compensation?
Our analysis suggests that performance pay schemes should be held to closer scrutiny. Increasing transparency about an executive’s compensation in absolute and relative to others in similar positions might mitigate gender pay inequality for top executives. A recent Securities and Exchange Commission ruling that says that companies have to disclose whether executive pay is in line with their financial performance seems to be a good step in this direction.
Our findings also raise a note of concern for the standing of professional women in the labour market, as incentive pay schemes become increasingly important outside the executive ranks. The failure of the efficient contracting paradigm to explain the gender differences in the structure of executive compensation points to the possibility of distortions in the link between pay and performance. To the extent that performance pay amplifies earnings differentials resulting from effective or perceived differences in attributes across workers, if designed incorrectly, it can exacerbate inequality and can severely distort the allocation of resources.
Albanesi, S and C Olivetti (2009), “Home production, market production and the gender wage gap: Incentives and expectations”, Review of Economic Dynamics 12 (1): 80-107.
Albanesi, S, C Olivetti and M J Prados (2015), “Gender and Dynamic Agency: Theory and Evidence on the Compensation of Top Executives”, CEPR DP 10491, March
Bell, L A (2005), “Women-Led Firms and the Gender Gap in Top Executive Jobs”, IZA Discussion Papper No. 1689.
Bertrand, M and K Hallock (2001), “The Gender Gap in Top Corporate Jobs”, Industrial and Labor Relations Review 55(1).
Elkinawy, S and M Stater (2011), “Gender differences in executive compensation: Variation with board gender composition and time”, Journal of Economics and Business 63.1: 23-45.
Gayle, G-L, L Golan and R A Miller (2012), “Gender Differences in Executive Compensation and Job Mobility”, Journal of Labor Economics 30(4): 829-71.
Lemieux, T, W B MacLeod and D Parent (2009), “Performance Pay and Wage Inequality”, The Quarterly Journal of Economics 124(1): 1-49.
1 Policy initiatives such as the Paycheck Fairness Act in the US have been very controversial. This bill, first introduced in 2009, was meant to close some of the pay gap by “making wages more transparent,” “requiring that employers prove that wage discrepancies are tied to legitimate business qualifications and not gender,” and “prohibiting companies from taking retaliatory action against employees who raise concerns about gender-based wage discrimination”. The bill, however, failed to move through the US Senate in 2010. It was then reintroduced in 2011 and 2014 but failed to pass the Senate as of 2015.
2 Standard & Poor’s ExecuComp collects information on the compensation of executives in US firms belonging to the S&P 500, the S&P Midcap 400 and the S&P SmallCap 600.
3 The percentage of female CEOs is 1.4% over the entire period (growing from a mere 0.002% in 1992 to 2.2% in 2005). Women make 6% of all CFOs, 4.3% of all Vice Chairs, 4.5% of all Presidents and 3.5% of all COOs.
4 The efficient paradigm for executive compensation predicts that the executive be paid a fixed salary, plus an incentive component which should be lower for executives who are less able to influence firm performance or are more risk averse or have a higher cost of effort. For these executives, their optimized effort will be lower, leading to lower average firm performance.
Publication does not imply endorsement of views by the World Economic Forum.
To keep up with the Agenda subscribe to our weekly newsletter.
Author: Stefania Albanesi is Associate Professor of Economics at The Ohio State University. Claudia Olivetti is a Professor of Economics at Boston College. María José Prados is an Associate Economist at University of Southern California’s Center for Economic and Social Research (CESR).
Image: A share trader checks share prices at the German stock exchange. REUTERS/Kai Pfaffenbach.