Abstract
Inequality scholarship has long highlighted the role of education, including higher education, in both mobility processes and the reproduction of disadvantage. This article, drawing on a unique sample of nearly 22,000 undergraduate students in Israel, builds on and extends this body of work by analyzing the extent to which double majoring in college, types of double major combinations, and their potential labor market returns are stratified by social class. Two competing theories are proposed for explaining variations by subgroup: social reproduction theory and rational choice theory. My analyses and findings in these regards are strikingly clear: there are significant social class background advantages in the choice to double major, and with especially unique combinations of lucrative and non-lucrative fields among the more advantaged students. While students from disadvantaged backgrounds were less likely to double major, they were more likely to choose double lucrative majors. These results and the accompanying discussion, beyond highlighting the role of double majoring as a higher ordered and seldom discussed mechanism of inequality, point to the ways in which students across the social class hierarchy negotiate not only college but also their perceptions of how employers will eventually assess educational credentials.
Similar content being viewed by others
Notes
Reasons for double majoring suggested by the literature include, but are not limited to, weighing different motivations or constraints, such as one field for labor market and one for personal fulfilment (Zafar 2012); to expand horizons; to balance between breadth and depth of knowledge (Klein 1990; Lattuca and Stark 2011); and to develop different ways for thinking, writing, and practicing (Pitt and Tepper 2012).
Basic tuition for one year of a bachelor’s degree program, in 2021, was 10,198 NIS (about 3,090 USD).
The primary sampling unit of the 1995 Census of Population and Housing is the household. Every household was sampled, and asked to complete a short questionnaire on its demographic composition; every fifth household (20%) was given a long questionnaire, which sought information across a range of socioeconomic fields. All members of the household were asked to fill the questionnaire. According to the official report of the ICBS (2000), the distribution of Israelis born between 1978 and 1984 in the 20% sample and population with regard to various demographic characteristics is balanced and representative.
As at the time of the study, double major programs were offered almost exclusively by the universities. This is very similar to the USA, where double major programs are found in elite and multidisciplinary institutions (Pitt and Tepper 2012).
Preliminary analysis showed no differences between students from families with two Ashkenazi parents and students from families with one Ashkenazi and one Mizrachi parent, so these two groups were combined.
The formula for calculating the ability score is as follows: Ability score = ((weighted matriculation score * 10.446–403.235) + (psychometric score)) * 0.516—47.710.
Multinomial logit is an appropriate model to use if the independence of irrelevant alternatives (IIA) assumption holds. Results of the Small-Hsiao tests (Long & Freeze 2001:188) on each of the ten separate files were not statistically significant, which suggests that IIA assumption was not violated.
While the multinomial regression includes j-1 sets of coefficients, there are j sets of marginal effects.
Multiple imputation is a statistical technique for handling missing data that accounts for uncertainty in single imputation and replaces the missing values with plausible values based on observed association in the data (Allison 2001). Specifically, I used Stata’s multiple imputation with chained equations command to impute 10 complete datasets.
Controlling for parental occupation (not shown here) did not improve the model fit or alter the results of Table 2. These analyses are available upon request.
Moving the threshold between lucrative and non-lucrative fields from the 50th to the 75th percentile of the income distribution reduced the number of double majors with at least one lucrative field from 15.9 to 4.9%.
On a standardized scale running from 200 to 800, the average ability score of continuing-generation students is 604.2 (SD = 77.6) and the average for first-generation students is 543.3 (SD = 93.0); the difference is significant at p < .001.
References
Allison, P. D. (2001). Missing data. Sage publications.
Alon, S. (2009). The evolution of class inequality in higher education: Competition, exclusion, and adaptation. American Sociological Review, 74(5), 731–755.
Alon, S., & Gelbgiser, D. (2011). The female advantage in college academic achievements and horizontal sex segregation. Social Science Research, 40(1), 107–119.
Ayalon, H., & Mcdossi, O. (2016). First-generation college students in an expanded and diversified higher education system: The case of Israel. In Socioeconomic inequality in Israel (pp. 75–96). Palgrave Macmillan, New York.
Ayalon, H., & Yogev, A. (2006). Stratification and diversity in the expanded system of higher education in Israel. Higher Education Policy, 19(2), 187–203.
Becher, T. (1989). Academic tribes and territories. Open University Press.
Boudon, R. (1974). Education, opportunity, and social inequality. Wiley.
Bourdieu, P. (1986). The forms of capital. In: Richardson JG (ed.) Handbook of Theory and Research for the Sociology of Education (Pp. 241–258). New York: Greenwood Press.
Bourdieu, P. (1996). The state nobility: Elite schools in the field of power. Stanford University Press
Bourdieu, P., & Passeron, J. C. (1979). The inheritors: French students and their relation to culture. University of Chicago Press.
Breen, R., & Goldthorpe, J. H. (1997). Explaining educational differentials: Towards a formal rational action theory. Rationality and Society, 9(3), 275–305.
Breen, R., van de Werfhorst, H. G., & Jæger, M. M. (2014). Deciding under doubt: A theory of risk aversion, time discounting preferences, and educational decision-making. European Sociological Review, 30(2), 258–270.
Brint, S., Riddle, M., Turk-Bicakci, L., & Levy, C. S. (2005). From the liberal to the practical arts in American colleges and universities: Organizational analysis and curricular change. The Journal of Higher Education, 76(2), 151–180.
Brown, D. K. (2001). The social sources of educational credentialism: Status cultures, labor markets, and organizations. Sociology of Education, 74, 19–34.
Chen, X., & Carroll, C. D. (2005). First-generation students in postsecondary education: A look at their college transcripts. Postsecondary Education Descriptive Analysis Report. NCES 2005–171.
Collins, R. (1979). The credential society. New York Academic Press.
Davies, S., & Guppy, N. (1997). Fields of study, college selectivity, and student inequalities in higher education. Social Forces, 75(4), 1417–1438.
Del Rossi, A. F., & Hersch, J. (2008). Double your major, double your return? Economics of Education Review, 27(4), 375–386.
Del Rossi, A. F., & Hersch, J. (2016). The Private and Social Benefits of Double Majors. Journal of Benefit-Cost Analysis, 7(2), 292–325. https://doi.org/10.1017/bca.2016.14.
DiPrete, T., & Buchman, C. C. (2013). The Rise of Women. Russell Sage Foundation.
Feniger, Y., Mcdossi, O., & Ayalon, H. (2015). Ethno-religious differences in Israeli higher education: Vertical and horizontal dimensions. European Sociological Review, 31(4), 383–396.
Gabay-Egozi, L., Shavit, Y., & Yaish, M. (2010). Curricular choice: A test of a rational choice model of education. European Sociological Review, 26(4), 447–463.
Gerber, T. P., & Cheung, S. Y. (2008). Horizontal stratification in postsecondary education: Forms, explanations, and implications. Annual Review of Sociology, 34, 299–318.
Goldthorpe, J. H. (1996). Class analysis and the reorientation of class theory: The case of persisting differentials in educational attainment. British Journal of Sociology, 47(3), 481–505.
Goyette, K. A., & Mullen, A. L. (2006). Who studies the arts and sciences? Social background and the choice and consequences of undergraduate field of study. The Journal of Higher Education, 77(3), 497–538.
Grodsky, E., & Riegle-Crumb, C. (2010). Those who choose and those who don’t: Social background and college orientation. The ANNALS of the American Academy of Political and Social Science, 627(1), 14–35.
Hällsten, M. (2010). The structure of educational decision making and consequences for inequality: A Swedish test case. American Journal of Sociology, 116(3), 806–854.
Hamilton, L., Roksa, J., & Nielsen, K. (2018). Providing a ‘“leg up”’: Parental involvement and opportunity hoarding in college. Sociology of Education, 91(2), 111–131.
Hemelt, S. W. (2010). The college double major and subsequent earnings. Education Economics, 18(2), 167–189.
Hout, M. (1988). More universalism, less structural mobility: The American occupational structure in the 1980s. American Journal of Sociology, 93(6), 1358–1400.
Israel Central Bureau of Statistics. (2000). The 1995 Census of Population and Housing Publication Series No.7b. Jerusalem.
Israel Central Bureau of Statistics. (2009). Employment and Earned Income among Bachelor’s Degree Recipients 2000–2004. Jerusalem.
Jackson, M. (2013). Introduction: how is inequality of educational opportunity generated? The case for primary and secondary effects. W: M. Jackson (ed.), Determined to succeed? Performance versus choice in educational attainment (pp. 1–33). Stanford University Press.
Kim, C., Tamborini, C. R., & Sakamoto, A. (2015). Field of study in college and lifetime earnings in the United States. Sociology of Education, 88(4), 320–339.
Klein, J. T. (1990). Interdisciplinarity: History, theory, and practice. Wayne state university press.
Lareau, A. (2015). Cultural knowledge and social inequality. American Sociological Review, 80(1), 1–27.
Lattuca, L. R., & Stark, J. S. (2011). Shaping the college curriculum: Academic plans in context. John Wiley & Sons.
Lee, E. (2016). Class and campus life: Managing and experiencing inequality at an elite college. Cornell University Press.
Lucas, S. R. (2001). Effectively maintained inequality: Education transitions, track mobility, and social background effects. American Journal of Sociology, 106(6), 1642–1690.
Ma, Y. (2009). Family socioeconomic status, parental involvement, and college major choices—gender, race/ethnic, and nativity patterns. Sociological Perspectives, 52(2), 211–234.
Ma, Y., & Savas, G. (2014). Which is more consequential: Fields of study or institutional selectivity? The Review of Higher Education, 37(2), 221–247.
Manzoni, A., & Streib, J. (2019). The equalizing power of a college degree for first-generation college students: Disparities across institutions, majors, and achievement levels. Research in Higher Education, 60(5), 577–605.
Mize, T. D. (2019). Best practices for estimating, interpreting, and presenting nonlinear interaction effects. Sociological Science, 6, 81–117.
Mullen, A. L. (2014). Gender, social background, and the choice of college major in a liberal arts context. Gender & Society, 28(2), 289–312.
Oh, B., & Kim, C. (2020). Broken promise of college? New educational sorting mechanisms for intergenerational association in the 21st century. Social Science Research, 86, 102375.
Pitt, R. N., & Tepper, S. A. (2012). Double majors: Influences, identities, and impacts. Curb Center, Vanderbilt University.
Rivera, L. A. (2016). Pedigree: How elite students get elite jobs. Princeton University Press.
Russell, A. W., Dolnicar, S., & Ayoub, M. (2008). Double degrees: Double the trouble or twice the return? Higher Education, 55(5), 575–591.
Shavit, Y., Ayalon, H., Chachashvili-Bolotin, S. & Menahem, G. (2007). Israel: Diversification, Expansion, and Inequality in Higher Education. In Stratification in Higher Education: A Comparative Study (Pp. 39–62). Stanford University Press.
Stuber, J. M. (2009). Class, culture, and participation in the collegiate extra-curriculum. Sociological Forum, 24(4), 877–900.
Thomsen, J. P. (2012). Exploring the heterogeneity of class in higher education: Social and cultural differentiation in Danish university programmes. British Journal of Sociology of Education, 33(4), 565–585.
Torche, F. (2011). Is a college degree still the great equalizer? Intergenerational mobility across levels of schooling in the United States. American Journal of Sociology, 117(3), 763–807.
Van de Werfhorst, H. G., Sullivan, A., & Cheung, S. Y. (2003). Social class, ability and choice of subject in secondary and tertiary education in Britain. British Educational Research Journal, 29(1), 41–62.
Wilbur, T. G., & Roscigno, V. J. (2016). First-Generation Disadvantage and College Enrollment/completion. Socius, 2, 1–13.
Yee, A. (2016). The unwritten rules of engagement: Social class differences in undergraduates’ academic strategies. The Journal of Higher Education, 87(6), 831–858.
Zafar, B. (2012). Double majors: One for me, one for the parents? Economic Inquiry, 50(2), 287–308.
Acknowledgements
I am grateful to Hanna Ayalon, Dafna Gelbgiser, and Vincent Roscigno for their comments on earlier versions of this paper, as well as the editors and the anonymous reviewers for their insights and suggestions.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The author declares no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Mcdossi, O. Inequality reproduction, higher education, and the double major choice in college. High Educ 85, 157–186 (2023). https://doi.org/10.1007/s10734-022-00827-7
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10734-022-00827-7