Islam, Asif M.

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Islam, Asif M.

Development Economics, Enterprise Analysis Group

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Development Economics, Enterprise Analysis Group

Last updated September 12, 2023

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Women Managers and the Gender-Based Gap in Access to Education: Evidence from Firm-Level Data in Developing Countries

(World Bank, Washington, DC, 2015-05) Amin, Mohammad ; Islam, Asif

Several studies explore the differences in men’s and women’s labor market participation rates and wages. Some of these differences have been linked to gender disparities in education attainment and access. The present paper contributes to this literature by analyzing the relationship between the proclivity of a firm to have a female top manager and access to education among women relative to men in the country. The paper combines the literature on women’s careers in management, which has mostly focused on developed countries, with the development literature that has emphasized the importance of access to education. Using firm-level data for 73 developing countries, the analysis finds strong evidence that countries with a higher proportion of female top managers also have higher enrollment rates for women relative to men in primary, secondary, and tertiary education.
Does Mandating Nondiscrimination in Hiring Practices Influence Women's Employment? Evidence Using Firm-level Data

(Taylor and Francis, 2015-02-26) Amin, Mohammad ; Islam, Asif

This study explores the relationship between mandating a nondiscrimination clause in hiring practices along gender lines and the employment of women versus men in fifty-eight developing countries. Using data from the World Bank's Enterprise Surveys (2006–10), the study finds a strong positive relationship between the nondiscrimination clause and women's relative to men's employment. The relationship is robust to a large number of controls at the firm and country level. Results also show sharp heterogeneity in the relationship between the nondiscrimination clause and women's versus men's employment, with the relationship being much bigger in richer countries and in countries with more women in the population as well as among relatively smaller firms.
Women Managers and the Gender-Based Gap in Access to Education: Evidence from Firm-Level Data in Developing Countries

(Taylor and Francis, 2015-10-06) Islam, Asif ; Amin, Mohammad

A number of studies explore the differences in men's and women's labor market participation rates and wages. Some of these differences have been linked to gender disparities in education access and attainment. The present paper contributes to this literature by analyzing the relationship between the proclivity of a firm having a top woman manager and access to education among women relative to men in the country. The study combines the literature on women's careers in management, which has mostly focused on developed countries, with the development literature that has emphasized the importance of access to education. Using firm-level data for seventy-three developing countries in 2007–10, the study finds strong evidence that countries with a higher proportion of top women managers also have higher enrollment rates for women relative to men in primary, secondary, and tertiary education.
Does Paternity Leave Matter for Female Employment in Developing Economies?: Evidence from Firm Data

(World Bank, Washington, DC, 2016-03) Amin, Mohammad ; Islam, Asif ; Sakhonchik, Alena

For a sample of 53 developing countries, the results show that women's employment among private firms is significantly higher in countries that mandate paternity leave versus those that do not. A conservative estimate suggests an increase of 6.8 percentage points in the proportion of women workers associated with the mandating of paternity leave.
Absent Laws and Missing Women: Can Domestic Violence Legislation Reduce Female Mortality?

(World Bank, Washington, DC, 2016-04) Amin, Mohammad ; Islam, Asif ; Lopez-Claros, Augusto

This study contributes to the literature on legal institutions and determinants of adult mortality. The paper explores the relationship between the presence of domestic violence legislation and women-to-men adult mortality rates. Using panel data for about 95 economies between 1990 and 2012, the analysis finds that having domestic violence legislation leads to lower women-to-men adult mortality rates. According to conservative estimations, domestic violence legislation would have saved about 33 million women between 1990 and 2012. The negative relationship between domestic violence legislation and women-to-men adult mortality rates is robust to several checks and also confirmed using the instrumental variables approach.
The Labor Productivity Gap between Formal Businesses Run by Women and Men

(Taylor and Francis, 2020-09-20) Islam, Asif ; Gaddis, Isis ; Palacios López, Amparo ; Amin, Mohammad

This study analyzes gender differences in labor productivity in the formal private sector, using data from 126 mostly developing economies. The results reveal a sizable unconditional gap, with labor productivity being approximately 11 percent lower among women- than men-managed firms. The analyses are based on women’s management, which is more strongly associated with labor productivity than women’s participation in ownership, which has been the focus of most previous studies. Decomposition techniques reveal several factors that contribute to lower labor productivity of women-managed firms relative to firms managed by men: Fewer women-managed firms protect themselves from crime and power outages, have their own websites, and are (co-)owned by foreigners. In addition, in the manufacturing sector, women-managed firms are less capitalized and have lower labor costs than firms managed by men.
Unequal Laws and the Disempowerment of Women in the Labor Market: Evidence from Firm-Level Data

(World Bank, Washington, DC, 2017-09) Islam, Asif ; Muzi, Silvia ; Amin, Mohammad

Institutions are defined as the set of rules that govern human interactions. When these rules are discriminatory, they may disempower segments of a population in the economic spheres of activity. This study explores whether laws that discriminate against women influence their engagement in the economy. The study adopts a holistic approach, exploring an overall measure of unequal laws also known as legal gender disparities, and relates it to several labor market outcomes for women. Using data for more than 60,000 firms across 104 economies, the study finds that unequal laws not only discourage women's participation in the private sector workforce, but also their likelihood to become top managers and owners of firms. Suggestive evidence indicates that access to finance and corruption are pathways by which legal gender disparities disempower women in the labor market.
The Labor Productivity Gap between Female and Male-Managed Firms in the Formal Private Sector

(World Bank, Washington, DC, 2018-05) Islam, Asif ; Gaddis, Isis ; Palacios-Lopez, Amparo ; Amin, Mohammad

This study analyzes gender differences in labor productivity in the formal private sector, using data from 128 mostly developing economies. The results reveal a sizable unconditional gap, with labor productivity being approximately 11 percent lower among female- than male-managed firms. The analyses are based on female management, which is more strongly associated with labor productivity than female participation in ownership, which has been the focus of most previous studies. Decomposition techniques reveal several factors that contribute to lower labor productivity of female-managed firms relative to male-managed firms: fewer female- than male-managed firms protect themselves from crime and power outages, have their own websites, and are (co-) owned by foreigners. In addition, in the manufacturing sector, female-managed firms are less capitalized and have lower labor cost than male-managed firms.
Paid Maternity Leave and Female Employment: Evidence Using Firm-Level Survey Data for Developing Countries

(World Bank, Washington, DC, 2019-01) Amin, Mohammad ; Islam, Asif

The relationship between the length of paid maternity leave and the proportion of female workers in the private sector is explored using firm-level survey data for 66 mostly developing countries. The paper finds a large, positive, and statistically significant relationship between the two. According to the most conservative estimate, an increase of one week of paid maternity leave is associated with a 2.6 percentage points increase in the share of workers in a typical firm that are female. As expected, the stated relationship is much larger when the government pays for maternity leave versus the employer. The results are robust to several controls for firm and country characteristics and other possible heterogeneities in the maternity leave and female workers relationship.
Does Paternity Leave Matter for Female Employment in Developing Economies?: Evidence from Firm-Level Data

(Taylor and Francis, 2016-07-06) Amin, Mohammad ; Islam, Asif ; Sakhonchik, Alena

Analysis using firm-level data for a sample of 33,302 firms in 53 developing countries shows that women’s employment among private firms is significantly higher in countries that mandate paternity leave versus those that do not. A conservative estimate suggests an increase of 6.8 percentage points in the proportion of women workers associated with mandating paternity leave. The empirical specification is immune to spurious correlations that affect the level of women and men employment equally and also robust to a large number of controls for country and firm characteristics.