IDEAS home Printed from https://ideas.repec.org/a/sae/soudev/v17y2022i3p271-296.html

Interstate Migration in India During the COVID-19 Pandemic: An Analysis Based on Mobile Visitor Location Register and Roaming Data

Author

Listed:
  • Arif Nizam
  • P. Sivakumar
  • S. Irudaya Rajan

Abstract

In migration and mobility studies, the availability of scientifically reliable data remains a persistent challenge. The recent move towards harnessing mobile and big data has also been unable to resolve the data issues due to accessibility, privacy, as well as ethical and methodological intricacies involved with such data sets. In this paper, we explore a new set of data known as visitor location register (VLR) and roaming data, which is recorded and reported by mobile service providers. The reporting model of VLR data used and presented in this paper is not only free from privacy and ethical concerns but also methodologically sound and simple to compute as compared to any previous approaches. Drawing on VLR data, this paper finds direct evidence of unusually high interstate net reverse migration during the first and second COVID-19 lockdowns in India (44.13 and 26.3 million, respectively), and thereafter quick return migration back to cities during unlocks. The findings from this paper also provide insights into evolving migration directions, precarity, pockets of origin and destination and state policies in containing reverse migration during lockdowns in India. We anticipate that the data presented in the paper have the potential to fill a major data gap in migration and mobility studies in other countries too if VLR and roaming data are made available at the required spatial and temporal levels.

Suggested Citation

  • Arif Nizam & P. Sivakumar & S. Irudaya Rajan, 2022. "Interstate Migration in India During the COVID-19 Pandemic: An Analysis Based on Mobile Visitor Location Register and Roaming Data," Journal of South Asian Development, , vol. 17(3), pages 271-296, December.
  • Handle: RePEc:sae:soudev:v:17:y:2022:i:3:p:271-296
    DOI: 10.1177/09731741221122000
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/09731741221122000
    Download Restriction: no

    File URL: https://libkey.io/10.1177/09731741221122000?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Amrita Datta, 2020. "Circular Migration and Precarity: Perspectives from Rural Bihar," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(4), pages 1143-1163, December.
    2. S. Chandrasekhar & Mukta Naik & Shamindra Nath Roy, 2017. "On the Importance of Triangulating Datasets to Examine Indians on the Move," Working Papers id:12126, eSocialSciences.
    3. Xin Lu & David J. Wrathall & Pål Roe Sundsøy & Md. Nadiruzzaman & Erik Wetter & Asif Iqbal & Taimur Qureshi & Andrew J. Tatem & Geoffrey S. Canright & Kenth Engø-Monsen & Linus Bengtsson, 2016. "Detecting climate adaptation with mobile network data in Bangladesh: anomalies in communication, mobility and consumption patterns during cyclone Mahasen," Climatic Change, Springer, vol. 138(3), pages 505-519, October.
    4. Martin Bell & Elin Charles-Edwards & Philipp Ueffing & John Stillwell & Marek Kupiszewski & Dorota Kupiszewska, 2015. "Internal Migration and Development: Comparing Migration Intensities Around the World," Population and Development Review, The Population Council, Inc., vol. 41(1), pages 33-58, March.
    5. Shengjie Lai & Elisabeth zu Erbach-Schoenberg & Carla Pezzulo & Nick W. Ruktanonchai & Alessandro Sorichetta & Jessica Steele & Tracey Li & Claire A. Dooley & Andrew J. Tatem, 2019. "Exploring the use of mobile phone data for national migration statistics," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 5(1), pages 1-10, December.
    6. Arai,Ayumi & Knippenberg,Erwin Willem Yvonnick Leon & Meyer,Moritz & Witayangkurn,Apichon, 2021. "The Hidden Potential of Call Detail Records in The Gambia," Policy Research Working Paper Series 9667, The World Bank.
    7. Arjan Haan, 2020. "Labour Migrants During the Pandemic: A Comparative Perspective," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(4), pages 885-900, December.
    8. Hadachi, Amnir & Pourmoradnasseri, Mozhgan & Khoshkhah, Kaveh, 2020. "Unveiling large-scale commuting patterns based on mobile phone cellular network data," Journal of Transport Geography, Elsevier, vol. 89(C).
    9. Mala Ray Bhattacharjee, 2020. "Development and internal outmigration in India in post-economic reform era," Asia-Pacific Journal of Regional Science, Springer, vol. 4(3), pages 713-735, October.
    10. Kaivan Munshi & Mark Rosenzweig, 2016. "Networks and Misallocation: Insurance, Migration, and the Rural-Urban Wage Gap," American Economic Review, American Economic Association, vol. 106(1), pages 46-98, January.
    11. Zovanga L Kone & Maggie Y Liu & Aaditya Mattoo & Caglar Ozden & Siddharth Sharma, 2018. "Internal borders and migration in India," Journal of Economic Geography, Oxford University Press, vol. 18(4), pages 729-759.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Vijay Kumar & Kalandi Charan Pradhan, 2025. "Regional analysis of patterns and determinants of migration in India: insights from post-pandemic period and future implications," Journal of Population Research, Springer, vol. 42(3), pages 1-38, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Selod, Harris & Shilpi, Forhad, 2021. "Rural-urban migration in developing countries: Lessons from the literature," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    2. Mishra, Soumya, 2025. "Migrant capital: The role of internal migrants in mediating agrarian-industrial transformation in Northern India," World Development, Elsevier, vol. 192(C).
    3. Chaudhary, Latika & Dupraz, Yannick & Fenske, James, 2025. "A Century of Language Barriers to Migration in India," The Warwick Economics Research Paper Series (TWERPS) 1580, University of Warwick, Department of Economics.
    4. Amrita Datta & S. Irudaya Rajan, 2024. "Internal Migration and Development in India," Indian Journal of Human Development, , vol. 18(1), pages 7-19, April.
    5. Chatterjee, Santanu & Lebesmuehlbacher, Thomas & Narayanan, Abhinav, 2025. "Road infrastructure and skill premium: Evidence from Indian manufacturing," Journal of Development Economics, Elsevier, vol. 174(C).
    6. S. Irudaya Rajan & P. Sivakumar & Aditya Srinivasan, 2020. "The COVID-19 Pandemic and Internal Labour Migration in India: A ‘Crisis of Mobility’," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(4), pages 1021-1039, December.
    7. Baird, Matthew & Chari, A.V. & Nataraj, Shanthi & Rothenberg, Alexander & Telhaj, Shqiponja & Winters, L. Alan, 2019. "The public sector and the misallocation of labor: evidence from a policy experiment in India," LSE Research Online Documents on Economics 102605, London School of Economics and Political Science, LSE Library.
    8. Fujiy, Brian C. & Khanna, Gaurav & Toma, Hiroshi, 2025. "Cultural proximity and inter-firm trade," European Economic Review, Elsevier, vol. 179(C).
    9. Francis Rathinam & Sayak Khatua & Zeba Siddiqui & Manya Malik & Pallavi Duggal & Samantha Watson & Xavier Vollenweider, 2021. "Using big data for evaluating development outcomes: A systematic map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(3), September.
    10. Errol D’Souza, 2019. "Migrants and Informal Casual Labour Markets," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 62(4), pages 533-548, December.
    11. Zaveri, Esha D. & Wrenn, Douglas H. & Fisher-Vanden, Karen, . "The impact of water access on short-term migration in rural India," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2).
    12. Marco Letta & Pierluigi Montalbano & Adriana Paolantonio, 2024. "Understanding the climate change‐migration nexus through the lens of household surveys: An empirical review to assess data gaps," Journal of Economic Surveys, Wiley Blackwell, vol. 38(4), pages 1234-1275, September.
    13. Brian Cevallos Fujiy & Gaurav Khanna & Hiroshi Toma, 2022. "Cultural Proximity and Production Networks," Working Papers 686, Research Seminar in International Economics, University of Michigan.
    14. Angela S. Bergantino & Antonello Clemente & Stefano Iandolo & Riccardo Turati, 2025. "Shaped by Urban-Rural Divide and Skill: the Drivers of Internal Mobility in Italy," Working Papers wpdea2513, Department of Applied Economics at Universitat Autonoma of Barcelona.
    15. Gregory F Randolph & Michael Storper, 2023. "Is urbanisation in the Global South fundamentally different? Comparative global urban analysis for the 21st century," Urban Studies, Urban Studies Journal Limited, vol. 60(1), pages 3-25, January.
    16. Chhavi Tiwari & Sankalpa Bhattacharjee & Pradeepta Sethi & Debkumar Chakrabarti, 2022. "Internal Migration and Rural Inequalities in India," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(4), pages 1673-1698, August.
    17. Gregory F Randolph, 2024. "Does urbanization depend on in-migration? Demography, mobility, and India's urban transition," Environment and Planning A, , vol. 56(1), pages 117-135, February.
    18. R. Lusome & R. B. Bhagat, 2020. "Migration in Northeast India: Inflows, Outflows and Reverse Flows during Pandemic," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(4), pages 1125-1141, December.
    19. Zovanga L Kone & Maggie Y Liu & Aaditya Mattoo & Caglar Ozden & Siddharth Sharma, 2018. "Internal borders and migration in India," Journal of Economic Geography, Oxford University Press, vol. 18(4), pages 729-759.
    20. Dhiman Das, 2024. "Weathering Changes: Livelihood Adaptation to Weather Shocks in Rural India by Disadvantaged Social Groups," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 18(3-4), pages 193-222, November.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:soudev:v:17:y:2022:i:3:p:271-296. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.