Abstract
We investigate the role of employment in enabling and constraining marriage for young men and women in Egypt, Jordan, and Tunisia. Survival analysis methods for age at marriage are applied to comparable labor market panel surveys from Egypt (2012), Jordan (2010), and Tunisia (2014), which include detailed labor market histories. For men, employment and especially high-quality employment are associated with more rapid transitions to marriage. For women, past—but not contemporaneous—employment statuses are associated with more rapid transitions to marriage. After addressing endogeneity using residual-inclusion methods for the case of public sector employment (a type of high-quality employment), we find that such employment significantly accelerates marriage for men in Egypt and women in Egypt and Tunisia. The potential of high-quality employment to accelerate marriage may make queuing in unemployment while seeking high-quality employment a worthwhile strategy.
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Data Availability
Data are publicly available from ERF at www.erfdataportal.com.
Notes
We focus on marriage rather than engagement because stages of the engagement process happen at different spacings, making these intermediate stages less comparable (Gebel and Heyne 2014). Engagements are commonly broken and are not the same durable transition to adulthood as marriage (Hoodfar 1997). Additionally, the couples’ living conditions are negotiated during the engagement process, and thus marriage timing depends in part on employment during engagement. We also test lagged employment status, which could be interpreted as employment status when engaged.
Because the hazards are very low at young and old ages, we combine the dummy variables for ages 15–18 and those for ages 35+ but do not drop any observations.
We tested dropping individuals who moved from their place of birth from our sample, and results were substantively similar. The exception was for women in Tunisia, for whom the result lost significance (possibly because of reduced sample size) but had the same direction.
For more information see Assaad and Krafft (2013), Assaad (2014b), and Assaad et al. (2016). Data are publicly available from ERF at www.erfdataportal.com.
We restrict our data to the 30 years preceding each survey. The Jordanian data do not distinguish between urban/rural areas of birth in the residential history data.
Because employment histories are available only starting at age 15, we start our analysis of marriage timing from age 15, excluding those (very few) individuals married prior to that age. Missing data also limits the size of the sample, particularly in Tunisia.
In the labor market history data, we can capture only market work, which is likely to underestimate work, particularly for women (Donahoe 1999; Langsten and Salem 2008). However, comparisons of labor market history and contemporaneous data show reasonably good data consistency, particularly for more persistent statuses, such as public sector work (Assaad et al. 2018b).
In Tunisia, because of small sample sizes, a number of neighboring governorates are combined.
They tend to be negative because if after contemporaneous local public sector employment opportunities are accounted for, the last period’s local public sector employment was higher, then the location is shedding public sector employment and thus is unlikely to hire a young person.
The larger size of the effects in the 3SRI model may be due to the fact that local average treatment effects (LATE), the effects for compliers, could be larger than the average treatment effects (ATE) for the sample as a whole (Angrist et al. 1996). In this case, and consistent with the monotonicity assumption, we expect that there will be compliers (individuals who would not have worked in the public sector otherwise induced to do so by increases in local public sector employment opportunities) but no defiers (individuals who would have otherwise worked in the public sector who do not do so as a result of greater local opportunities).
The simulations are run for a secondary graduate who was in school until age 18; who has secondary-educated parents; whose father was a self-employed professional; whose mother did not work; and who was located in Cairo for Egypt, Amman for Jordan, and Tunis for Tunisia. She or he has two brothers and two sisters and was born 35 years before the survey round. These characteristics create a baseline hazard from our models, over which we vary employment statuses. Different characteristics would lead to different ages at marriage but the same general structure of tradeoffs. For example, if we simulate a man born in rural Lower Egypt, instead of Greater Cairo, because the hazard ratio of rural Lower Egypt is greater than 1 (see Table 2), marriages will be systematically a year earlier for all profiles than shown in Fig. 1. A similar result of shifted ages pertains with other characteristics; they will be systematically shifted, with the direction depending on their hazard ratios.
References
Adachi, H. (2003). A search model of two-sided matching under nontransferable utility. Journal of Economic Theory, 113, 182–198.
Adams, R., Almeida, H., & Ferreira, D. (2009). Understanding the relationship between founder-CEOs and firm performance. Journal of Empirical Finance, 16, 136–150.
Amato, P. R., Landale, N. S., Havasevich-Brooks, T. C., Booth, A., Eggebeen, D. J., Schoen, R., & McHale, S. M. (2008). Precursors of young women’s family formation pathways. Journal of Marriage and Family, 70, 1271–1286.
Amin, S., & Al-Bassusi, N. H. (2004). Education, wage work, and marriage: Perspectives of Egyptian working women. Journal of Marriage and Family, 66, 1287–1299.
Angrist, J. D., Imbens, G. W., & Rubin, D. B. (1996). Identification of causal effects using instrumental variables. Journal of the American Statistical Association, 91, 444–455.
Angrist, J. D., & Pischke, J.-S. (2009). Mostly harmless econometrics. Princeton, NJ: Princeton University Press.
Antoine, P., Djire, M., & Laplante, B. (1995). Les déterminants socio-économiques de la sortie du célibat à Dakar [The socioeconomic determinants of ending celibacy in Dakar]. Population, 50, 95–117.
Arampatzi, E., Burger, M., Ianchovichina, E., Röhricht, T., & Veenhoven, R. (2018). Unhappy development: Dissatisfaction with life on the eve of the Arab Spring. Review of Income and Wealth, 64(S1), S80–S113.
Arnett, J. J., Kloep, M., Hendry, L. B., & Tanner, J. L. (Eds.). (2011). Debating emerging adulthood: Stage or process? Oxford, UK: Oxford University Press.
Assaad, R. (1997). The effects of public sector hiring and compensation policies on the Egyptian labor market. World Bank Economic Review, 11, 85–118.
Assaad, R. (2014a). Making sense of Arab labor markets: The enduring legacy of dualism. IZA Journal of Labor & Development, 3(6), 1–25. https://doi.org/10.1186/2193-9020-3-6
Assaad, R. (Ed.) (2014b). The Jordanian labour market in the new millenium. Oxford, UK: Oxford University Press.
Assaad, R., AlSharawy, A., & Salemi, C. (2019a). Is the Egyptian economy creating good jobs? Job creation and economic vulnerability from 1998 to 2018 (ERF Working Paper Series No. 1354). Cairo, Egypt: Economic Research Forum.
Assaad, R., Binzel, C., & Gadallah, M. (2010). Transitions to employment and marriage among young men in Egypt. Middle East Development Journal, 2, 39–88.
Assaad, R., & El-Hamidi, F. (2009). Women in the Egyptian labor market: An analysis of developments, 1988–2006. In R. Assaad (Ed.), The Egyptian labor market revisited (pp. 219–258). Cairo, Egypt: American University in Cairo Press.
Assaad, R., Ghazouani, S., & Krafft, C. (2018a). Marriage, fertility, and women’s agency in Tunisia. In R. Assaad & M. Boughzala (Eds.), The Tunisian labor market in an era of transition (pp. 171–193). Oxford, UK: Oxford University Press.
Assaad, R., Ghazouani, S., Krafft, C., & Rolando, D. J. (2016). Introducing the Tunisia Labor Market Panel Survey 2014. IZA Journal of Labor & Development, 5(15), 1–21. https://doi.org/10.1186/s40175-016-0061-y
Assaad, R., Hendy, R., & Yassine, C. (2014). Gender and the Jordanian labor market. In R. Assaad (Ed.), The Jordanian labour market in the new millennium (pp. 105–143). Oxford, UK: Oxford University Press.
Assaad, R., & Krafft, C. (2013). The Egypt Labor Market Panel Survey: Introducing the 2012 round. IZA Journal of Labor & Development, 2(8), 1–30. https://doi.org/10.1186/2193-9020-2-8
Assaad, R., & Krafft, C. (2015a). An empirical analysis of the economics of marriage in Egypt, Morocco, and Tunisia. In C. Monga & J. Y. Lin (Eds.), The Oxford handbook of Africa and economics: Policies and practices (Vol. 2). Oxford, UK: Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199687107.013.54
Assaad, R., & Krafft, C. (2015b). The economics of marriage in North Africa: A unifying theoretical framework. In C. Monga & J. Y. Lin (Eds.), The Oxford handbook of Africa and economics: Contexts and concepts (Vol. 1). Oxford, UK: Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199687114.013.43
Assaad, R., & Krafft, C. (2015c). The structure and evolution of employment in Egypt: 1998–2012. In R. Assaad & C. Krafft (Eds.), The Egyptian labor market in an era of revolution (pp. 27–51). Oxford, UK: Oxford University Press.
Assaad, R., & Krafft, C. (2016). Labor market dynamics and youth unemployment in the Middle East and North Africa: Evidence from Egypt, Jordan and Tunisia (ERF Working Paper Series No. 993). Cairo, Egypt: Economic Research Forum.
Assaad, R., Krafft, C., & Rolando, D. J. (2017a). The key role of housing markets in the timing of marriage in Egypt, Jordan, and Tunisia (ERF Working Paper Series No. 1081). Cairo, Egypt: Economic Research Forum.
Assaad, R., Krafft, C., & Salemi, C. (2019b). Socioeconomic status and the changing nature of the school-to-work transition in Egypt, Jordan, and Tunisia (ERF Working Paper Series No. 1287). Cairo, Egypt: Economic Research Forum.
Assaad, R., Krafft, C., & Selwaness, I. (2017b). The impact of marriage on women’s employment in the Middle East and North Africa (ERF Working Paper Series No. 1086). Cairo, Egypt: Economic Research Forum.
Assaad, R., Krafft, C., & Yassin, S. (2018b). Comparing retrospective and panel data collection methods to assess labor market dynamics. IZA Journal of Development and Migration, 8(17), 1–34. https://doi.org/10.1186/s40176-018-0125-7
Assaad, R., & Ramadan, M. (2008). Did housing policy reforms curb the delay in marriage among young men in Egypt? (Middle East Youth Initiative Policy Outlook No. 1). Washington, DC: Wolfensohn Center for Development; and Dubai, United Arab Emirates: Dubai School of Government.
Assaad, R., & Salemi, C. (2019). The structure of employment and job creation in Jordan: 2010–2016. In C. Krafft & R. Assaad (Eds.), The Jordanian labor market between fragility and resilience (pp. 27–51). Oxford, UK: Oxford University Press.
Baizán, P., Michielin, F., & Billari, F. C. (2002). Political economy and life course patterns: The heterogeneity of occupational, family and household trajectories of young Spaniards. Demographic Research, 6, 191–229. https://doi.org/10.4054/DemRes.2002.6.8
Barsoum, G. (2015a). Young people’s job aspirations in Egypt and the continued preference for a government job. In R. Assaad & C. Krafft (Eds.), The Egyptian labor market in an era of revolution (pp. 108–126). Oxford, UK: Oxford University Press.
Barsoum, G. (2015b). Striving for job security: The lived experience of employment informality among educated youth in Egypt. International Journal of Sociology and Social Policy, 35, 340–358.
Becker, G. S. (1973). A theory of marriage: Part I. Journal of Political Economy, 81, 813–846.
Becker, G. S. (1974). A theory of marriage: Part II. Journal of Political Economy, 82(2, Part 2), S11–S26.
Bergstrom, T., & Bagnoli, M. (1993). Courtship as a waiting game. Journal of Political Economy, 101, 185–202.
Billari, F. C., & Wilson, C. (2001). Convergence towards diversity? Cohort dynamics in the transition to adulthood in contemporary Western Europe (MPIDR Working Paper No. 2001–039). Rostock, Germany: Max Planck Institute for Demographic Research.
Blossfeld, H.-P., Klijzing, E., Mills, M., & Kurz, K. (Eds.). (2005). Globalization, uncertainty and youth in society. New York, NY: Routledge.
Boughzala, M. (2018). Employment and the functioning of the labor market. In R. Assaad & M. Boughazala (Eds.), The Tunisian labor market in an era of transition (pp. 61–85). Oxford, UK: Oxford University Press.
Calvès, A.-E. (2016). First union formation in urban Burkina Faso: Competing relationship transitions to marriage or cohabitation. Demographic Research, 34, 421–450. https://doi.org/10.4054/DemRes.2016.34.15
Campante, F. R., & Chor, D. (2012). Why was the Arab world poised for revolution? Schooling, economic opportunities, and the Arab Spring. Journal of Economic Perspectives, 26(2), 167–188.
Carlin, C. S., & Solid, C. A. (2014). An approach to addressing selection bias in survival analysis. Statistics in Medicine, 33, 4073–4086.
Devarajan, S., & Ianchovichina, E. (2018). A broken social contract, not high inequality, led to the Arab Spring. Review of Income and Wealth, 64(S1), S5–S25.
Dhillon, N., Dyer, P., & Yousef, T. (2009). Generation in waiting: An overview of school to work and family formation transitions. In N. Dhillon & T. Yousef (Eds.), Generation in waiting: The unfulfilled promise of young people in the Middle East (pp. 11–38). Washington, DC: Brookings Institution Press.
Dhillon, N., & Yousef, T. (2009). Generation in waiting: The unfulfilled promise of young people in the Middle East. Washington, DC: Brookings Institution Press.
Donahoe, D. A. (1999). Measuring women’s work in developing countries. Population and Development Review, 25, 543–576.
El Feki, S. (2013). Sex and the citadel: Intimate life in a changing Arab world. New York, NY: Pantheon.
Gebel, M., & Heyne, S. (2014). Transitions to adulthood in the Middle East and North Africa: Young women’s rising? New York, NY: Palgrave Macmillan.
Gebel, M., & Heyne, S. (2016). Delayed transitions in times of increasing uncertainty: School-to-work transition and the delay of first marriage in Jordan. Research in Social Stratification and Mobility, 46, 37–49.
Goldin, C. (2006). The quiet revolution that transformed women’s employment, education, and family. American Economic Review: Papers & Proceedings, 96, 1–21.
Groh, M., McKenzie, D., Shammout, N., & Vishwanath, T. (2014). Testing the importance of search frictions, matching, and reservation prestige through randomized experiments in Jordan (World Bank Policy Research Working Paper No. 7030). Washington, DC: World Bank.
Grossbard-Shechlman, S. (1995). Marriage market models. In M. Tommasi & K. Ierulli (Eds.), The new economics of human behavior (pp. 92–111). Cambridge, UK: Cambridge University Press.
Gutierrez-Domenech, M. (2008). The impact of the labour market on the timing of marriage and births in Spain. Journal of Population Economics, 21, 83–110.
Hoodfar, H. (1997). Between marriage and the market: Intimate politics and survival in Cairo. Berkeley: University of California Press.
International Labour Organization. (2017). Labour force participation rate by sex and age—ILO modelled estimates, July 2017 (%). Geneva, Switzerland: International Labour Organization Department of Statistics. Retrieved from www.ilo.org/ilostat
Jampaklay, A. (2006). How does leaving home affect marital timing? An event-history analysis of migration and marriage in Nang Rong, Thailand. Demography, 43, 711–725.
Jenkins, S. P. (1995). Easy estimation methods for discrete-time duration models. Oxford Bulletin of Economics and Statistics, 57, 129–138.
Juárez, F., & Gayet, C. (2014). Transitions to adulthood in developing countries. Annual Review of Sociology, 40, 521–538.
Kalmijn, M. (2011). The influence of men’s income and employment on marriage and cohabitation: Testing Oppenheimer’s theory in Europe. European Journal of Population, 27, 269–293.
Krafft, C. (2020). Why is fertility on the rise in Egypt? The role of women’s employment opportunities. Journal of Population Economics, 33, 1173–1218.
Krafft, C., & Assaad, R. (2015). Promoting successful transitions to employment for Egyptian youth (ERF Policy Perspective No. 15). Cairo, Egypt: Economic Research Forum.
Kuhn, R. (2012). On the role of human development in the Arab Spring. Population and Development Review, 38, 649–683.
Langsten, R., & Salem, R. (2008). Two approaches to measuring women’s work in developing countries: A comparison of survey data from Egypt. Population and Development Review, 34, 283–305.
Lloyd, C. B. (Ed.). (2005). Growing up global: The changing transitions to adulthood in developing countries. Washington, DC: National Academies Press.
Mensch, B. S. (2005). The transition to marriage. In C. B. Lloyd (Ed.), Growing up global: The changing transitions to adulthood in developing countries (pp. 416–505). Washington, DC: National Academies Press.
Mortimer, J. T., & Shanahan, M. J. (Eds.). (2003). Handbook of the life course. New York, NY: Springer.
Open Access Micro Data Initiative (OAMDI). (2013). Labor Market Panel Surveys (LMPS), Version 2.1 of licensed data files; ELMPS 2012 [Data set]. Cairo, Egypt: Economic Research Forum. Retrieved from www.erfdataportal.com
Open Access Micro Data Initiative (OAMDI). (2016). Labor Market Panel Surveys (LMPS). Version 2.0 of licensed data files; TLMPS 2014 [Data set]. Cairo, Egypt: Economic Research Forum. Retrieved from www.erfdataportal.com
Open Access Micro Data Initiative (OAMDI). (2018). Labor Market Panel Surveys (LMPS). Version 3.4 of licensed data files; JLMPS 2010 [Data set]. Cairo, Egypt: Economic Research Forum. Retrieved from www.erfdataportal.com
Oppenheimer, V. K. (1988). A theory of marriage timing. American Journal of Sociology, 94, 563–591.
Oppenheimer, V. K. (2003). Cohabiting and marriage during young men’s career-development process. Demography, 40, 127–149.
Oppenheimer, V. K., Kalmijn, M., & Lim, N. (1997). Men’s career development and marriage timing during a period of rising inequality. Demography, 34, 311–330.
Salehi-Isfahani, D. (2013). Rethinking human development in the Middle East and North Africa: The missing dimensions. Journal of Human Development and Capabilities, 14, 341–370.
Salehi-Isfahani, D., & Dhillon, N. (2008). Stalled youth transitions in the Middle East: A framework for policy reform (Middle East Youth Initiative Working Paper No. 8). Washington, DC: Wolfensohn Center for Development; and Dubai, United Arab Emirates: Dubai School of Government.
Salehi-Isfahani, D., & Egel, D. (2010). Youth transitions to employment and marriage in Iran: Evidence from the school to work transition survey. Middle East Development Journal, 2, 89–120.
Salem, R. (2014). Trends and differentials in Jordanian marriage behavior: Timing, spousal characteristics, household structure and matrimonial expenditures. In R. Assaad (Ed.), The Jordanian labour market in the new millennium (pp. 189–217). Oxford, UK: Oxford University Press.
Salem, R. (2015). Changes in the institution of marriage in Egypt from 1998 to 2012. In R. Assaad & C. Krafft (Eds.), The Egyptian labor market in an era of revolution (pp. 162–181). Oxford, UK: Oxford University Press.
Salem, R. (2016a). The gendered effects of labour market experiences on marriage timing in Egypt. Demographic Research, 35, 283–314. https://doi.org/10.4054/DemRes.2016.35.11
Salem, R. (2016b). Imagined crises: Assessing evidence of delayed marriage and never-marriage in contemporary Egypt. In K. Celello & H. Kholoussy (Eds.), Domestic tensions, national anxieties: Global perspectives on marriage crisis (pp. 231–254). Oxford, UK: Oxford University Press.
Sieverding, M. (2012). Gender and generational change in Egypt (Doctoral dissertation). Berkeley: University of California.
Singerman, D. (2007). The economic imperatives of marriage: Emerging practices and identities among youth in the Middle East (Middle East Youth Initiative Working Paper No. 6). Washington, DC: Wolfensohn Center for Development; and Dubai, United Arab Emirates: Dubai School of Government.
Singerman, D., & Ibrahim, B. (2003). The costs of marriage in Egypt: A hidden variable in the new Arab demography. In N. S. Hopkins (Ed.), Cairo papers in social science, volume 24 numbers 1/2: The new Arab family (pp. 80–166). Cairo, Egypt: American University in Cairo Press.
Smith, L. (2006). The marriage model with search frictions. Journal of Political Economy, 114, 1124–1144.
Sommers, M. (2012). Stuck Rwandan youth and the struggle for adulthood. Athens: University of Georgia Press.
Terza, J. V., Basu, A., & Rathouz, P. J. (2008a). Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling. Journal of Health Economics, 27, 531–543.
Terza, J. V., Bradford, W. D., & Dismuke, C. E. (2008b). The use of linear instrumental variables methods in health services research and health economics: A cautionary note. Health Services Research, 43, 1102–1120.
Wooldridge, J. M. (2002). Econometric analysis of cross section and panel data. Cambridge, MA: MIT Press.
Wooldridge, J. M. (2015). Control function methods in applied econometrics. Journal of Human Resources, 50, 421–445.
World Bank. (2013). Jobs for shared prosperity: Time for action in the Middle East and North Africa. Washington, DC: World Bank.
World Bank. (2014). The unfinished revolution: Bringing opportunity, good jobs and greater wealth to all Tunisians. Washington, DC: World Bank.
Yount, K. M., & Agree, E. M. (2004). The power of older women and men in Egyptian and Tunisian families. Journal of Marriage and Family, 66, 126–146.
Acknowledgments
The authors acknowledge funding from the Economic Research Forum. The authors are grateful for the feedback of colleagues, particularly discussant Paul Schultz, at the Economics of Lifecourse Transitions workshop held by ERF in Cairo, and discussant Kathryn Yount, at the Economic Research Forum 23rd Annual Conference.
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Both authors contributed to the study concept and design. Data harmonization, preparation, and analyses were performed by Caroline Krafft. The first draft of the manuscript was written by Caroline Krafft. Both authors contributed to subsequent versions of the manuscript. Both authors read and approved the final manuscript.
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Krafft, C., Assaad, R. Employment’s Role in Enabling and Constraining Marriage in the Middle East and North Africa. Demography 57, 2297–2325 (2020). https://doi.org/10.1007/s13524-020-00932-1
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DOI: https://doi.org/10.1007/s13524-020-00932-1