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Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation

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  • Hina Amber
  • Bezawit Beyene Chichaibelu

Abstract

The unprecedented growth in access to mobile phones and smartphones has opened up new possibilities in the way people live and work. However, women in developing countries are unable to take advantage of this growth due to certain factors and socio‐cultural norms that give rise to the gender digital divide. In this study, using the nationally representative Pakistan Social and Living Standards Measurement Survey (2019–2020), we investigate the gender and rural–urban (female) digital divide in a country with one of the most considerable digital divides. Furthermore, we employ an instrumental variable approach to study the effect of mobile or smartphone ownership on female labor force participation. The results indicate that institutional and sociocultural norms explain most of the ownership gap of mobile or smartphones between men and women. The instrumental variable approach demonstrates that mobile or smartphone ownership increases the participation of women in the labor force. We also find that the differences between observable characteristics, especially literacy and education, explain the rural–urban digital divide among females. Considering the importance of mobile or smartphone ownership in facilitating women's labor supply decisions, providing women with digital tools and upskilling them has wider implications for their economic well‐being.

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  • Hina Amber & Bezawit Beyene Chichaibelu, 2023. "Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1354-1382, August.
  • Handle: RePEc:bla:rdevec:v:27:y:2023:i:3:p:1354-1382
    DOI: 10.1111/rode.12994
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    1. Stephan Klasen, 2019. "What Explains Uneven Female Labor Force Participation Levels and Trends in Developing Countries?," The World Bank Research Observer, World Bank Group, vol. 34(2), pages 161-197.
    2. Myeong-Su Yun, 2005. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 766-772, October.
    3. Sarkar, Sudipa & Sahoo, Soham & Klasen, Stephan, 2019. "Employment transitions of women in India: A panel analysis," World Development, Elsevier, vol. 115(C), pages 291-309.
    4. Nicholas O. Alozie & Patience Akpan-Obong, 2017. "The Digital Gender Divide: Confronting Obstacles to Women's Development in Africa," Development Policy Review, Overseas Development Institute, vol. 35(2), pages 137-160, January.
    5. Farzana Afridi & Taryn Dinkelman & Kanika Mahajan, 2018. "Why are fewer married women joining the work force in rural India? A decomposition analysis over two decades," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(3), pages 783-818, July.
    6. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    7. Renwick, A. & Ma, W. & Nie, P. & Tang, J., 2018. "The Joint Effects of Off-farm Work and Smartphone Use on Household Income in Rural China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277304, International Association of Agricultural Economists.
    8. Seema Jayachandran, 2015. "The Roots of Gender Inequality in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 63-88, August.
    9. Wanglin Ma & R. Quentin Grafton & Alan Renwick, 2020. "Smartphone use and income growth in rural China: empirical results and policy implications," Electronic Commerce Research, Springer, vol. 20(4), pages 713-736, December.
    10. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 2-16, January.
    11. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    12. Wun-Ji Jiang & Yir-Hueih Luh, 2017. "Gender digital divide in a patriarchal society: what can we learn from Blinder–Oaxaca decomposition?," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(6), pages 2555-2576, November.
    13. Amy Antonio & David Tuffley, 2014. "The Gender Digital Divide in Developing Countries," Future Internet, MDPI, vol. 6(4), pages 1-15, October.
    14. Jamil, Sadia, 2021. "From digital divide to digital inclusion: Challenges for wide-ranging digitalization in Pakistan," Telecommunications Policy, Elsevier, vol. 45(8).
    15. Robert Jensen, 2007. "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 879-924.
    16. Schaner , Simone & Das, Smita, 2016. "Female Labor Force Participation in Asia: Indonesia Country Study," ADB Economics Working Paper Series 474, Asian Development Bank.
    17. Chiburis, Richard C. & Das, Jishnu & Lokshin, Michael, 2012. "A practical comparison of the bivariate probit and linear IV estimators," Economics Letters, Elsevier, vol. 117(3), pages 762-766.
    18. Klasen, Stephan & Pieters, Janneke, 2012. "Push or Pull? Drivers of Female Labor Force Participation during India's Economic Boom," IZA Discussion Papers 6395, Institute of Labor Economics (IZA).
    19. Peng Nie & Wanglin Ma & Alfonso Sousa-Poza, 2021. "The relationship between smartphone use and subjective well-being in rural China," Electronic Commerce Research, Springer, vol. 21(4), pages 983-1009, December.
    20. Sekabira, Haruna & Qaim, Matin, 2017. "Can Mobile Phones Improve Gender Equality and Nutrition? Panel Data Evidence from Farm Households in Uganda," GlobalFood Discussion Papers 256215, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    21. Christian Gonzales & Sonali Jain-Chandra & Kalpana Kochhar & Monique Newiak, 2015. "Fair Play; More Equal Laws Boost Female Labor Force Participation," IMF Staff Discussion Notes 15/2, International Monetary Fund.
    22. Sang H. Lee & John Levendis & Luis Gutierrez, 2012. "Telecommunications and economic growth: an empirical analysis of sub-Saharan Africa," Applied Economics, Taylor & Francis Journals, vol. 44(4), pages 461-469, February.
    23. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    24. Mehak Ejaz, 2007. "Determinants of Female Labor Force Participation in Pakistan An Empirical Analysis of PSLM (2004-05) Micro Data," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(Special E), pages 204-235, September.
    25. Field, Erica & Vyborny, Kate, 2022. "Women’s Mobility and Labor Supply: Experimental Evidence from Pakistan," ADB Economics Working Paper Series 655, Asian Development Bank.
    26. Wencong Lu & Kwabena Nyarko Addai & John N. Ng'ombe, 2021. "Impact of improved rice varieties on household food security in Northern Ghana: A doubly robust analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(2), pages 342-359, March.
    27. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    28. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 27-28, January.
    29. Stephan Klasen & TU THI NGOC Le & Janneke Pieters & Manuel Santos Silva, 2021. "What Drives Female Labour Force Participation? Comparable Micro-level Evidence from Eight Developing and Emerging Economies," Journal of Development Studies, Taylor & Francis Journals, vol. 57(3), pages 417-442, March.
    30. Daniel A. Powers & Hirotoshi Yoshioka & Myeong-Su Yun, 2011. "mvdcmp: Multivariate decomposition for nonlinear response models," Stata Journal, StataCorp LP, vol. 11(4), pages 556-576, December.
    31. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    32. MARIANA Viollaz & Hernan Winkler, 2022. "Does the Internet Reduce Gender Gaps? The Case of Jordan," Journal of Development Studies, Taylor & Francis Journals, vol. 58(3), pages 436-453, March.
    33. Bayes, Abdul, 2001. "Infrastructure and rural development: insights from a Grameen Bank village phone initiative in Bangladesh," Agricultural Economics, Blackwell, vol. 25(2-3), pages 261-272, September.
    34. Sekabira, Haruna & Qaim, Matin, 2017. "Can mobile phones improve gender equality and nutrition? Panel data evidence from farm households in Uganda," Food Policy, Elsevier, vol. 73(C), pages 95-103.
    35. Mihasonirina Andrianaivo & Kangni Kpodar, 2012. "Mobile Phones, Financial Inclusion, and Growth," Review of Economics and Institutions, Università di Perugia, vol. 3(2).
    36. Ma, Wanglin & Renwick, Alan & Nie, Peng & Tang, Jianjun & Cai, Rong, 2018. "Off-farm work, smartphone use and household income: Evidence from rural China," China Economic Review, Elsevier, vol. 52(C), pages 80-94.
    37. Mr. Christian Gonzales & Ms. Sonali Jain-Chandra & Ms. Kalpana Kochhar & Ms. Monique Newiak, 2015. "Fair Play: More Equal Laws Boost Female Labor Force Participation," IMF Staff Discussion Notes 2015/002, International Monetary Fund.
    38. Galperin, Hernan & Arcidiacono, Malena, 2021. "Employment and the gender digital divide in Latin America: A decomposition analysis," Telecommunications Policy, Elsevier, vol. 45(7).
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