Abstract
This article measures the extent of occupational segregation for gender and social groups in India. It is based on a recent round of a nationally representative employment and unemployment survey of the Government of India. We use overall and local measures of occupational segregation. We find that occupational segregation for both genders and social groups is higher in the urban sector than in the rural sector. Females are more segregated than their male counterparts in both sectors. Among social groups, scheduled caste and scheduled tribe groups have higher levels of segregation. Furthermore, we find that regular workers and the elderly are more segregated when we examine segregation, respectively, by nature of employment and across age groups.
Abstract
Cet article mesure l’étendue de la ségrégation occupationnelle en fonction du genre et du groupe social en Inde. Cet article s’appuie sur un sondage représentatif à l’échelle nationale sur l’emploi et le chômage, récemment réalisé par le Gouvernement Indien. Nous utilisons des mesure générales et locales pour la ségrégation occupationnelle. Nous trouvons que la ségrégation occupationnelle pour les deux genres ainsi que pour les divers groupes sociaux est plus importante dans le secteur urbain que dans le secteur rural. Dans les deux secteurs,les femmes sont plus susceptibles de subir la ségrégation que leurs homologues masculins. Parmi les groupes sociaux, les castes et les tribus les plus basses sont les plus affectées par la ségrégation. De plus, nous trouvons que les ouvriers routiniers et les personnes âgées sont plus ségréguées lorsque l’on examine la ségrégation selon la nature de l’emploi ou selon différentes catégories d’âge, respectivement.
Similar content being viewed by others
Notes
See Deshpande (2011) for a comprehensive review of caste and discrimination in India.
There is a growing literature on measurement of segregation. Some studies also take into account the prestige or status of occupations (for example, white collar or blue collar occupations). A recent paper by Gradin (2012) examines conditional segregation in the United States.
See Alonso-Villar et al (2012) and Del Río and Alonso-Villar (2010) for an application of these measures.
Employment and unemployment status of individuals can be determined using three different approaches, used in the classification of the activity statuses of the person surveyed. These are usual principal status (UPS), current weekly status and current daily status. UPS indicates the status of a person for a relatively longer period during the reference period of 365 days preceding the date of survey.
The Appendix provides a list of two-digit occupations as per the NCO-04 classification scheme.
This group has a very low proportion of the workforce.
The notations and indices in this paper are based on Alonso-Villar and Del Río (2010).
The ranking of occupational distributions achieved through segregation curves does not depend upon which group is on the horizontal axis and which is on the vertical axis. Like Lorenz curves, segregation curves give a partial or incomplete ranking of distributions (Hutchens, 1991).
These curves are also referred to as employment Lorenz curves. See Alonso-Villar (2011) for a description of employment Lorenz curves and their decompositions.
The dissimilarity index proposed by Duncan and Duncan (1955) is given as: D=(1/2)∑ j |(F j /F)−(M j /M)|.
Index Dg is not consistent with the segregation curve criterion.
The index proposed by Karmel and MacLachlan (1988) is as follows: I P =((1)/(T))∑ j |(1−a)M j −aF j |, where F j and M j are the number of females and males, respectively, in occupation j, a denotes the proportion of males in the overall workforce, and T denotes the total number of individuals in the workforce.
The contribution to overall segregation using the three measures can be expressed as (Cg)/(T)(GEg)/(M), (Cg)/(T)(Gg)/(G) and (Cg)/(T)(Dg)/(I P ), respectively.
We used the ‘localseg’ Stata module to compute segregation indices (available at http://fmwww.bc.edu/repec/bocode/l/localseg.ado).
References
Agrawal, T. (2013a) Are there glass-ceiling and sticky-floor effects in India? An empirical examination. Oxford Development Studies 41 (3): 322–342.
Agrawal, T. (2013b) Educational attainment in educationally backward states of India: Some implications for the right to education act. International Journal of Education Economics and Development 4 (1): 89–99.
Agrawal, T. (2014) Gender and caste-based wage discrimination in India: Some recent evidence. Journal for Labour Market Research 47 (4): 329–340.
Alonso-Villar, O. (2011) Measuring concentration: Lorenz curves and their decompositions. The Annals of Regional Science 47 (2): 451–475.
Alonso-Villar, O. and Del Río, C. (2010) Local versus overall segregation measures. Mathematical Social Sciences 60 (1): 30–38.
Alonso-Villar, O., Del Río, C and Gradín, C. (2012) The extent of occupational segregation in the United States: Differences by race, ethnicity, and gender. Industrial Relations 51 (2): 179–212.
Anker, R. (1997) Theories of occupational segregation by sex: An overview. International Labour Review 136 (3): 315–339.
Anker, R. (1998) Gender and Jobs: Sex Segregation of Occupations in the World. Geneva, Switzerland: International Labour Office.
Anker, R., Melkas, H and Korten, A. (2003) Gender-based occupational segregation in the 1990s. Working Paper No. 16. International Labour Office.
Azam, M. (2012) A distributional analysis of social group inequality in rural India. Journal of International Development 24 (4): 415–432.
Banerjee, A. and Somanathan, R. (2007) The political economy of public goods: Some evidence from India. Journal of Development Economics 82 (2): 287–314.
Bayly, S. (1999) Caste, Society and Politics in India from the Eighteenth Century to the Modern Age, The New Cambridge History of India: IV.3. Cambridge, UK: Cambridge University Press.
Bergmann, B.R. (1974) Occupational segregation, wages and profits when employers discriminate by race or sex. Eastern Economic Journal 1 (2): 103–110.
Beteille, A. (1967) Race and descent as social categories in India. Daedalus 96 (2): 444–463.
Blackburn, R.M., Siltanen, J. and Jarman, J. (1995) The measurement of occupational gender segregation: Current problems and a new approach. Journal of the Royal Statistical Society (Series A) 158 (2): 319–331.
Blau, F.D., Simpson, P. and Anderson, D. (1998) Continuing progress? Trends in occupational segregation in the United States over the 1970s and 1980s. Feminist Economics 4 (3): 29–71.
Chang, M.L. (2004) Growing pains: Cross-national variation in sex segregation in sixteen developing countries. American Sociological Review 69 (1): 114–137.
Charles, M. (1992) Cross-national variation in occupational sex segregation. American Sociological Review 57 (4): 483–502.
Charles, M. (2003) Deciphering sex segregation: Vertical and horizontal inequalities in ten national labor markets. Acta Sociologica 46 (4): 267–287.
Deb, D. (1996) Of cast net and caste identity: Memetic differentiation between two fishing communities of Karnataka. Human Ecology 24 (1): 109–123.
Del Río, C. and Alonso-Villar, O. (2010) Gender segregation in the Spanish labor market: An alternative approach. Social Indicators Research 98 (2): 337–362.
Deshpande, A. (2011) The Grammar of Caste: Economic Discrimination in Contemporary India. New Delhi: Oxford University Press.
Duncan, O.D. and Duncan, B. (1955) A methodological analysis of segregation indexes. American Sociological Review 20 (2): 210–217.
England, P. (1992) Comparable Worth: Theories and Evidence. New York: Aldine de Gruyter.
England, P. (2005) Gender inequality in labor markets: The role of motherhood and segregation. Social Politics: International Studies in Gender, State & Society 12 (2): 264–288.
England, P. (2010) The gender revolution: Uneven and stalled. Gender & Society 24 (2): 149–166.
England, P., Allison, P. and Wu, Y. (2007) Does bad pay cause occupations to feminize, does feminization reduce pay, and how can we tell with longitudinal data? Social Science Research 36 (3): 1237–1256.
Gang, I.N., Sen, K. and Yun, M.S. (2002) Caste, ethnicity and poverty in rural India. IZA Discussion Paper No. 629. Institute for the Study of Labor, Bonn, Germany.
Gang, I., Sen, K. and Yun, M.S. (2012) Is Caste Destiny? Occupational Diversification Among Dalits in Rural India. BWPI Working Paper 162. Brooks World Poverty Institute, University of Manchester.
Government of India (2011) Employment and unemployment situation in India: 2009–10, NSS report no. 537(66/10/1). New Delhi: Ministry of Statistics and Programme Implementation, Government of India.
Gradin, C. (2012) Conditional occupational segregation of minorities in the US. Journal of Economic Inequality advance online publication 06 September, doi:10.1007/s10888-012-9229-0.
Hutchens, R.M. (1991) Segregation curves, Lorenz curves, and inequality in the distribution of people across occupations. Mathematical Social Sciences 21 (1): 31–51.
Kannabiran, K. (2012) A cartography of resistance: The national federation of dalit women. In: R. Ray (ed.) Handbook of Gender. New Delhi, India: Oxford University Press, pp. 185–206.
Karmel, T. and Maclachlan, M. (1988) Occupational sex segregation - increasing or decreasing? The Economic Record 64 (3): 187–195.
Kijima, Y. (2006) Caste and tribe inequality: Evidence from India, 1983–1999. Economic Development and Cultural Change 54 (2): 369–404.
Levanon, A., England, P. and Allison, P. (2009) Occupational feminization and pay: Assessing causal dynamics using 1950–2000 U.S. census data. Social Forces 88 (2): 865–892.
Moir, H. and Selby Smith, J. (1979) Industrial segregation in the Australian labour market. Journal of Industrial Relations 21 (3): 281–291.
Motiram, S. and Singh, A. (2012) How close does the apple fall to the tree? Some evidence from India on intergenerational occupational mobility. Economic and Political Weekly XLVII (40): 56–65.
Ramaswamy, K. V. and Agrawal, T. (2012) Services-led growth, employment, skill and job quality: A study of manufacturing and service sectors in urban India. In: S. M. Dev (ed.) India Development Report 2012–13. New Delhi, India: Oxford University Press, pp. 116–131.
Reskin, B. (1993) Sex segregation in the workplace. Annual Review of Sociology 19: 241–270.
Reskin, B.F. and Bielby, D.D. (2005) A sociological perspective on gender and career outcomes. Journal of Economic Perspectives 19 (1): 71–86.
Silber, J. (1992) Occupational segregation indices in the multidimensional case: A note. The Economic Record 68 (202): 276–277.
Srinivas, M.N. (1984) Some reflections on the nature of caste hierarchy. Contributions to Indian Sociology 18 (2): 151–67.
Acknowledgements
The author would like to thank Sripad Motiram, S Chandrasekhar, Sudha Narayanan and Ankush Agrawal for comments and suggestions.The author is grateful to two anonymous reviewers of this journal for providing insightful comments. Institutional support provided by Indira Gandhi Institute of Development Research, India is gratefully acknowledged.
Author information
Authors and Affiliations
Appendix
Rights and permissions
About this article
Cite this article
Agrawal, T. Occupational Segregation in the Indian Labour Market. Eur J Dev Res 28, 330–351 (2016). https://doi.org/10.1057/ejdr.2015.10
Published:
Issue Date:
DOI: https://doi.org/10.1057/ejdr.2015.10