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Taxing dissent: The impact of a social media tax in Uganda

Author

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  • Boxell, Levi
  • Steinert-Threlkeld, Zachary

Abstract

We examine the impact of a new tool for digital repression—a daily tax on social media use in Uganda. Using a synthetic control framework and exploiting the exogenous timing of the tax induced by the legislative calendar, we estimate that the tax reduced the number of georeferenced Twitter users by 13 percent. The effects are larger for poorer and less frequent users. Despite the overall decline in Twitter use, tweets referencing collective action and observed protests both increased around the onset of the tax relative to the synthetic control. The high salience of the tax as digital repression and its impact on the composition of users are two potential mechanisms for this backlash effect.

Suggested Citation

  • Boxell, Levi & Steinert-Threlkeld, Zachary, 2022. "Taxing dissent: The impact of a social media tax in Uganda," World Development, Elsevier, vol. 158(C).
  • Handle: RePEc:eee:wdevel:v:158:y:2022:i:c:s0305750x22001401
    DOI: 10.1016/j.worlddev.2022.105950
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    References listed on IDEAS

    as
    1. Julia Cage & Nicolas Hervé & Marie-Luce Viaud, 2017. "The Production of Information in an Online World: Is Copy Right?," Working Papers hal-03393171, HAL.
    2. Hobbs, William R. & Roberts, Margaret E., 2018. "How Sudden Censorship Can Increase Access to Information," American Political Science Review, Cambridge University Press, vol. 112(3), pages 621-636, August.
    3. Marco Manacorda & Andrea Tesei, 2020. "Liberation Technology: Mobile Phones and Political Mobilization in Africa," Econometrica, Econometric Society, vol. 88(2), pages 533-567, March.
    4. Resul Cesur & Pinar Mine Gunes & Erdal Tekin & Aydogan Ulker, 2023. "Socialized Healthcare and Women’s Fertility Decisions," Journal of Human Resources, University of Wisconsin Press, vol. 58(3), pages 1028-1055.
    5. Ekaterina Zhuravskaya & Maria Petrova & Ruben Enikolopov, 2020. "Political Effects of the Internet and Social Media," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 415-438, August.
    6. Pierskalla, Jan H. & Hollenbach, Florian M., 2013. "Technology and Collective Action: The Effect of Cell Phone Coverage on Political Violence in Africa," American Political Science Review, Cambridge University Press, vol. 107(2), pages 207-224, May.
    7. Michael Suk-Young Chwe, 2000. "Communication and Coordination in Social Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(1), pages 1-16.
    8. Timothy Van Zandt, 2004. "Information Overload in a Network of Targeted Communication," RAND Journal of Economics, The RAND Corporation, vol. 35(3), pages 542-560, Autumn.
    9. Julia Cagé & Nicolas Hervé & Marie-Luce Viaud, 2020. "The Production of Information in an Online World," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(5), pages 2126-2164.
    10. Julia Cagé & Nicolas Hervé & Marie-Luce Viaud, 2020. "The Production of Information in an Online World," Review of Economic Studies, Oxford University Press, vol. 87(5), pages 2126-2164.
    11. repec:hal:wpspec:info:hdl:2441/3tcpvf3sd399op9sgtn8tq5bhd is not listed on IDEAS
    12. King, Gary & Pan, Jennifer & Roberts, Margaret E., 2013. "How Censorship in China Allows Government Criticism but Silences Collective Expression," American Political Science Review, Cambridge University Press, vol. 107(2), pages 326-343, May.
    13. Ruben Enikolopov & Alexey Makarin & Maria Petrova, 2020. "Social Media and Protest Participation: Evidence From Russia," Econometrica, Econometric Society, vol. 88(4), pages 1479-1514, July.
    14. repec:hal:spmain:info:hdl:2441/3tcpvf3sd399op9sgtn8tq5bhd is not listed on IDEAS
    15. Bei Qin & David Strömberg & Yanhui Wu, 2017. "Why Does China Allow Freer Social Media? Protests versus Surveillance and Propaganda," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 117-140, Winter.
    16. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    17. Egorov, Georgy & Guriev, Sergei & Sonin, Konstantin, 2009. "Why Resource-poor Dictators Allow Freer Media: A Theory and Evidence from Panel Data," American Political Science Review, Cambridge University Press, vol. 103(4), pages 645-668, November.
    18. David A. Siegel, 2009. "Social Networks and Collective Action," American Journal of Political Science, John Wiley & Sons, vol. 53(1), pages 122-138, January.
    19. Morales, Juan S., 2021. "Legislating during war: Conflict and politics in Colombia," Journal of Public Economics, Elsevier, vol. 193(C).
    20. Anita R. Gohdes, 2020. "Repression Technology: Internet Accessibility and State Violence," American Journal of Political Science, John Wiley & Sons, vol. 64(3), pages 488-503, July.
    21. Matthew O. Jackson & Leeat Yariv, 2007. "Diffusion of Behavior and Equilibrium Properties in Network Games," American Economic Review, American Economic Association, vol. 97(2), pages 92-98, May.
    22. Christensen, Darin & Garfias, Francisco, 2018. "Can You Hear Me Now? How Communication Technology Affects Protest and Repression," Quarterly Journal of Political Science, now publishers, vol. 13(1), pages 89-117, March.
    23. Ganesh Iyer & Zsolt Katona, 2016. "Competing for Attention in Social Communication Markets," Management Science, INFORMS, vol. 62(8), pages 2304-2320, August.
    24. repec:hal:spmain:info:hdl:2441/52cps7rdns8iv8fr3f1kqm7iuv is not listed on IDEAS
    25. Simon P. Anderson & André De Palma, 2009. "Information congestion," RAND Journal of Economics, RAND Corporation, vol. 40(4), pages 688-709, December.
    26. King, Gary & Pan, Jennifer & Roberts, Margaret E., 2017. "How the Chinese Government Fabricates Social Media Posts for Strategic Distraction, Not Engaged Argument," American Political Science Review, Cambridge University Press, vol. 111(3), pages 484-501, August.
    27. Yuyu Chen & David Y. Yang, 2019. "The Impact of Media Censorship: 1984 or Brave New World?," American Economic Review, American Economic Association, vol. 109(6), pages 2294-2332, June.
    28. Firpo Sergio & Possebom Vitor, 2018. "Synthetic Control Method: Inference, Sensitivity Analysis and Confidence Sets," Journal of Causal Inference, De Gruyter, vol. 6(2), pages 1-26, September.
    29. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    30. Pan, Jennifer & Siegel, Alexandra A., 2020. "How Saudi Crackdowns Fail to Silence Online Dissent," American Political Science Review, Cambridge University Press, vol. 114(1), pages 109-125, February.
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    More about this item

    Keywords

    social media; censorship; political dissent; protest; riot; tax;
    All these keywords.

    JEL classification:

    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • P52 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems - - - Comparative Studies of Particular Economies

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