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Articles

The Skills Space in Informal Work: Insights from Bangalore Slums

ORCID Icon, ORCID Icon &
Pages 1662-1689 | Received 06 Nov 2020, Accepted 24 Feb 2021, Published online: 26 Mar 2021

References

  • Adhvaryu, A., Kala, N., & Nyshadham, A. (2018). The skills to pay the bills: Returns to on-the-job soft skills training (Tech. Rep.). Cambridge, MA: National Bureau of Economic Research.
  • Adukia, A.,Asher, S., & Novosad, P . (2020). Educational investment responses to economic opportunity: Evidence from Indian road construction. American Economic Journal: Applied Economics, 12(1), 348–376.
  • Agrawal, T. (2012). Vocational education and training in India: Challenges, status and labour market outcomes. Journal of Vocational Education & Training, 64(4), 453–474.
  • Ahmed, T. (2016). Labour market outcome for formal vocational education and training in India: Safety net and beyond. IIMB Management Review, 28(2), 98–110.
  • Autor, D. H., & Dorn, D. (2013). The growth of low-skill service jobs and the polarization of the us labor market. American Economic Review, 103(5), 1553–1597.
  • Autor,D .H ., Levy,F ., & Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. Quarterly Journal of Economics, 118(4), 1279–1333.
  • Azam, M., Chin, A., & Prakash, N. (2013). The returns to English-language skills in India. Economic Development and Cultural Change, 61(2), 335–367.
  • Banerjee, S. (2018). From ‘plantation workers’ to naukrānī: The changing labour discourses of migrant domestic workers. Journal of South Asian Development, 12(2), 164–185.
  • Beyer, S. (1990). Gender differences in the accuracy of self-evaluations of performance. Journal of Personality and Social Psychology, 59(5), 960.
  • Borghans, L., Duckworth, A. L., Heckman, J. J., & ter Weel, B. (2008). Estimating the technology of cognitive and noncognitive skill formation. Journal of Human Resources, 43(4), 972–1059.
  • Börner, K., Scrivner, O., Gallant, M., Ma, S., Liu, X., Chewning, K., … Evans, J. A. (2018). Skill discrepancies between research, education, and jobs reveal the critical need to supply soft skills for the data economy. Proceedings of the National Academy of Sciences, 115(50), 12630–12637.
  • Bourdieu, P., & Richardson, J. G. (1986). The forms of capital. New York, NY: Greenwood Publishing Group.
  • Bourgois, P. (2003). In search of respect: Selling crack in el barrio (Vol. 10). Cambridge, UK: Cambridge University Press.
  • Butler, A. C., Chapman, J. E., Forman, E. M., & Beck, A. T. (2006). The empirical status of cognitive-behavioral therapy: A review of meta-analyses. Clinical Psychology Review, 26(1), 17–31.
  • Census. (2011). Primary census abstract for slum, 2011 (Tech. Rep.). Registrar General & Census Commissioner of India, Government of India.
  • Chamberlain, B. P., Clough, J., & Deisenroth, M. P. (2017). Neural embeddings of graphs in hyperbolic space. arXiv Preprint arXiv:1705.10359.
  • Cochran, W. G. (1963). Sampling techniques (2nd ed.).  New York, NY: John Wiley & Sons.
  • Converse, J. M. (1984). Strong arguments and weak evidence: The open/closed questioning controversy of the 1940s. Public Opinion Quarterly, 48(1B), 267–282.
  • Cunha, F., & Heckman, J. J. (2007). The technology of skill formation. American Economic Review, 97(2), 31–47.
  • Cunha, F., Heckman, J. J., & Schennach, S. (2010). Estimating the technology of cognitive and noncognitive skill formation. Econometrica, 78(3), 883–931.
  • Darrah, C. N. (2013). Learning and work: An exploration in industrial ethnography. Oxford, UK: Routledge.
  • Datta,B .,& Mishra, U. S . (2019). Effect of education–occupation mismatch on wages in India. Indian Journal of Labour Economics, 62(3), 389–411.
  • Deming, D. J. (2017). The growing importance of social skills in the labor market. The Quarterly Journal of Economics, 132(4), 1593–1640.
  • Deming, D. J., & Kahn, L. B. (2018). Skill requirements across firms and labor markets: Evidence from job postings for professionals. Journal of Labor Economics, 36(S1), 337–369.
  • Duraisamy, P. (2002). Changes in returns to education in India, 1983–94: By gender, age-cohort and location. Economics of Education Review, 21(6), 609–622.
  • Exley, C. L., & Kessler, J. B. (2019). The gender gap in self-promotion (Tech. Rep.). Cambridge, MA: National Bureau of Economic Research.
  • Filmer, D., & King, E. (1999). Gender disparity in South Asia: Comparisons between and within countries. The World Bank.
  • Garrido, M., Sullivan, J., & Gordon, A. (2010). Understanding the links between ICT skills training and employability: An analytical framework. In Proceedings of the 4th ACM/IEEE international conference on information and communication technologies and development (pp. 1–10), London, UK.
  • Gaurav, S., & Sheikh, R. (2019). The real chowkidars of India: Life beyond the metaphor. Economic Political Weekly, 54(47), 15–17.
  • Heckman, J. J. (1979). Sample selection bias as a specification error. Econometrica: Journal of the Econometric Society, 47(1), 153–161.
  • Heckman, J. J., & Kautz, T. (2012). Hard evidence on soft skills. Labour Economics, 19(4), 451–464.
  • Heckman, J. J., & Rubinstein, Y. (2001). The importance of noncognitive skills: Lessons from the GED testing program. American Economic Review, 91(2), 145–149.
  • Helmers, C., & Patnam, M. (2011). The formation and evolution of childhood skill acquisition: Evidence from India. Journal of Development Economics, 95(2), 252–266.
  • Himanshu. (2011). Employment trends in India: A re-examination. Economic and Political Weekly, 46(37), 43–59.
  • Hofmann, S. G., & Smits, J. A. (2008). Cognitive-behavioral therapy for adult anxiety disorders: A meta-analysis of randomized placebo-controlled trials. The Journal of Clinical Psychiatry, 69(4), 621–632.
  • Jain, T., Maitra, P., & Mani, S. (2019). Barriers to skill acquisition: Evidence from english training in India. World Development, 114(February 2019), 314–325.
  • Kanjilal-Bhaduri, P. F. (2018). Returns to education and female participation nexus: Evidence from India. Indian Journal of Labour Economics, 61(2), 515–536.
  • Kaur, S., Kremer, M., & Mullainathan, S. (2015). Self-control at work. Journal of Political Economy, 123(6), 1227–1277.
  • Krishna, A. (2013). Stuck in place: Investigating social mobility in 14 bangalore slums. Journal of Development Studies, 49(7), 1010–1028.
  • Krishna, A., Sriram, M., & Prakash, P. (2014). Slum types and adaptation strategies: Identifying policy-relevant differences in bangalore. Environment and Urbanization, 49(2), 568–585.
  • Krishnan, P., & Krutikova, S. (2013). Non-cognitive skill formation in poor neighbourhoods of urban India. Labour Economics, 24, 68–85.
  • Krueger, A. B., & Schkade, D. (2009). Sorting in the labor market: Do gregarious workers flock to interactive jobs? Journal of Human Resources, 43, 859–883.
  • Kumar, R., Mandava, S., & Gopanapalli, V. S. (2019). Vocational training in India: Determinants of participation and effect on wages. Empirical Research in Vocational Education and Training, 11(1), 3.
  • Lex Borghans, B. T. W., & Weinberg, B. A. (2009). Interpersonal styles and labor market outcomes. Journal of Human Resources, 43, 815–858.
  • Mehrotra, S., Parida, J., Sinha, S., & Gandhi, A. (2014). Explaining employment trends in the Indian economy: 1993-94 to 2011-12. Economic and Political Weekly, 49(32), 49–57.
  • Mehrotra, S. A., Gandhi, A., & Sahoo, B. K. (2013). Estimating the skill gap on a realistic basis for 2022. Economic and Political Weekly, 48(13), 102–111.
  • Mincer, J. (1974). Schooling, experience, and earnings(no. 2). Cambridge, MA: National Bureau of Economic Research, Inc.
  • MOSPI. (2019). Periodic labour force survey (PLFS) July 2017-June 2018 (Tech. Rep.). Ministry of Statistics and Programme Implementation, National Statistical Office, Government of India.
  • Murnane, R. J., & Levy, F. (1996). Teaching the new basic skills: Principles for educating children to thrive in a changing economy. New York, NY: ERIC.
  • National Commission for Enterprises in the Unorganised Sector and Academic Foundation. (2008). Report on conditions of work and promotion of livelihoods in the unorganised sector. New Delhi, India: Academic Foundation.
  • Nickel, M., & Kiela, D. (2017, December). Poincaré embeddings for learning hierarchical representations. Advances in neural information processing systems (pp. 6338–6347), Long Beach, CA.
  • Okada, A. (2004). Skills development and interfirm learning linkages under globalization: Lessons from the Indian automobile industry. World Development, 32(7), 1265–1288.
  • Pallier, G. (2003). Gender differences in the self-assessment of accuracy on cognitive tasks. Sex Roles, 48(5–6), 265–276.
  • Peng, K., Nisbett, R. E., & Wong, N. Y. C. (1997). Validity problems comparing values across cultures and possible solutions. Psychological Methods, 2(4), 329–344.
  • Peter-Cookey, M. A., & Janyam, K. (2017). Reaping just what is sown: Low-skills and low- productivity of informal economy workers and the skill acquisition process in developing countries. International Journal of Educational Development, 56(56), 11–27.
  • Pilz, M., Gengaiah, U., & Venkatram, R. (2019). Skills development in the informal sector in India: The case of street food vendors. International Review of Education, 61. doi:https://doi.org/10.1007/s11159-015-9485-x
  • Polyani, M. (1983). The tacit dimension. Chicago, IL: University of Chicago.
  • Popping, R. (2015). Analyzing open-ended questions by means of text analysis procedures. Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique, 128(1), 23–39.
  • Prasad, S. (2017). Report of the committee for rationalization & optimization of the functioning of the sector skill councils. New Delhi: MSDE.
  • Roy, D., Palavalli, B., Menon, N., Pfeffer, K., Lees, M., & Sloot, P. M. (2018). Survey-based socio-economic data from slums in Bangalore, India. Scientific Data, 5. doi:https://doi.org/10.1038/sdata.2017.200
  • Salganik, M. J., & Levy, K. E. C. (2015). Wiki surveys: Open and quantifiable social data collection. PloS One, 10(5), e0123483.
  • Saxena, P., & Gandhi, A. (2014). Reforming apprenticeship training. In S. Mehrotra (Ed.), India’s skills challenge: Reformingvocational education and training to harness the demographic dividend (pp. 87–176). New Delhi: Oxford University Press.
  • Schuman, H., & Presser, S. (1979). The open and closed question. American Sociological Review, 44(5), 692–712.
  • Schuman, H., & Scott, J. (1987). Problems in the use of survey questions to measure public opinion. Science, 236(4804), 957–959.
  • Sen, S. (1999). Beyond the ‘working class’: Women’s role in India’s industrialisation. South Asia: Journal of South Asian Studies, 22(2), 95–117.
  • Sengupta, A. K., Srivastava, R. S., Kannan, K. P., Malhotra, V. K., Yugandhar, B. N., & Papola, T. S. (2009). The challenge of employment in India: An informal economy perspective (Report of the National Commission for Enterprises in the Unorganised Sector, Government of India, Vol. 1). New Delhi, India: National Commission for Enterprises in the Unorganised Sector, Government of India.
  • Sheikh, R. A., & Gaurav, S. (2020). Informal work in India: A tale of two definitions. European Journal of Development Research, 32(4), 1105–1127.
  • Taylor, J., & Tibshirani, R. J. (2015). Statistical learning and selective inference. Proceedings of the National Academy of Sciences, 112(25), 7629–7634.
  • Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society: Series B (Methodological), 58(1), 267–288.
  • Tibshirani, R., Walther, G., & Hastie, T. (2001). Estimating the number of clusters in a data set via the gap statistic. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 63(2), 411–423.
  • Verick, S. (2018). Female labor force participation and development. Bonn, Germany: IZA World of Labor.
  • Weinberger, C. J. (2014). The increasing complementarity between cognitive and social skills. Review of Economics and Statistics, 96(4), 849–861.
  • West, M. R., Kraft, M. A., Finn, A. S., Martin, R. E., Duckworth, A. L., Gabrieli, C. F., & Gabrieli, J. D. (2016). Promise and paradox: Measuring students’ non-cognitive skills and the impact of schooling. Educational Evaluation and Policy Analysis, 38(1), 148–170.