Unequal Geographies of Opportunity: Spatial Divides in Education, Work, and Living Conditions Across India

Authors

  • Dr Gautam Patil Assistant Professor, Faculty of Social Work, Parul University, ORCID -0009-0001-6881-5113 Author

Keywords:

Spatial inequality, Educational opportunity, Women’s paid work, Rural–urban disparities, Living conditions

Abstract

CSpatial inequality is a big problem in India as the level of education, employment, access to digital resources, access to basic household amenities in India vary significantly across the regions. To explore geographical disparities in opportunity, secondary data from the National Family Health Survey-5 (NFHS-5) statewise factsheets from 36 States and Union Territories (UTs) has been used in this study. Educational opportunity was measured by literacy and attainment of 10 years of schooling; and women’s paid work measured economic participation. Access to electricity, improved drinking water, sanitation, and cooking fuel were used to measure living conditions, while internet connection, banking, and mobile phone usage as well as property ownership were used as supporting indicators. Analytical tools used were descriptive statistics, correlation analysis and comparison of the rural–urban gaps. There was a significant variation across states in school attendance, employment of women, access to sanitary facilities and access to clean fuels. Schooling was positively associated with internet use, sanitation and clean cooking fuel for women, but had a weak association with paid work. There were significant rural-urban differences in access to clean cooking fuel, the internet, and sustained schooling, but no differences in paid work. These trends reveal longstanding gaps in social advancement and economic integration. The results show that opportunity in India is multi-faceted and geographically uneven, and that region-specific interventions are needed to comprehensively tackle educational, digital, infrastructural and employment disadvantage.

 

 

References

1.Azad, P., & Hari, K. S. (2024). Wage inequality across regions in India: Exploring the role of education and skills. Journal of Public Affairs, 24(2), e2919.

2.Bao, Y., & Liao, T. (2024). Multidimensional poverty and growth: Evidence from India 1998–2021. Economic Modelling, 130, 106586.

3.Biswas, B., & Banu, N. (2023). Economic empowerment of rural and urban women in India: A comparative analysis. Spatial Information Research, 31(1), 73-89.

4.Das, P., Ghosh, S., & Paria, B. (2022). Multidimensional poverty in India: a study on regional disparities. GeoJournal, 87(5), 3987-4006.

5.Datta, A., Endow, T., & Mehta, B. S. (2020). Education, caste and women’s work in India. The Indian Journal of Labour Economics, 63(2), 387-406.

6.Jafar, K., Ananthpur, K., & Venkatachalam, L. (2023). Digital divide and access to online education: new evidence from Tamil Nadu, India. Journal of social and economic development, 25(2), 313-333.

7.Jain, A., Rajpal, S., Rana, M. J., Kim, R., & Subramanian, S. V. (2023). Small area variations in four measures of poverty among Indian households: Econometric analysis of National Family Health Survey 2019–2021. Humanities and Social Sciences Communications, 10(1), 18.

8.Mukhopadhyay, D. (2025). Empowerment of women and its determinants in India: a state level analysis with NFHS-5 data. International Journal of Social Economics, 52(12), 1712-1724.

9.Pandey, A., & Gautam, R. (2020). Regional inequality in India: A state level analysis. Journal of Community Positive Practices, (4), 56-85.

10.Pradhan, I., & Pradhan, J. (2023). Assessing reduction in multidimensional childhood poverty in India: a decomposition analysis. BMC public health, 23(1), 2024.

11.Radhakrishna, R., & Mishra, B. (2020). Growth, poverty, inequality and well-being: regional contrast in India. Indian Journal of Human Development, 14(3), 372-393.

12.Roy, S., Majumder, S., Bose, A., & Chowdhury, I. R. (2024). The rich-poor divide: Unravelling the spatial complexities and determinants of wealth inequality in India. Applied Geography, 166, 103267.

13.Singhal, A., Sahu, S., Chattopadhyay, S., Mukherjee, A., & Bhanja, S. N. (2020). Using night time lights to find regional inequality in India and its relationship with economic development. PloS one, 15(11), e0241907.

14.Singhal, N. (2022). Indian rural and urban statewise family data 2021 [Data set]. Kaggle. https://www.kaggle.com/datasets/nitishsinghal/indian-rural-and-urban-statewise-family-data

15.Srivastava, S., Kumar, K., McDougal, L., Upadhyay, A. K., Hay, K., & Singh, A. (2025). Mapping women’s work in India: An application of small area estimation. PloS one, 20(2), e0317783.

16.Timilsina, G. R., Sahoo, P., & Dash, R. K. (2022). Why do Indian states differ in their infrastructure development?. World Bank.

Downloads

Published

2026-06-21

Issue

Section

Articles