IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v158y2022ics0305750x22001401.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X22001401
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2022.105950?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. Marco Manacorda & Andrea Tesei, 2020. "Liberation Technology: Mobile Phones and Political Mobilization in Africa," Econometrica, Econometric Society, vol. 88(2), pages 533-567, March.
    3. Morales, Juan S., 2021. "Legislating during war: Conflict and politics in Colombia," Journal of Public Economics, Elsevier, vol. 193(C).
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Ganesh Iyer & Zsolt Katona, 2016. "Competing for Attention in Social Communication Markets," Management Science, INFORMS, vol. 62(8), pages 2304-2320, August.
    10. repec:hal:spmain:info:hdl:2441/52cps7rdns8iv8fr3f1kqm7iuv is not listed on IDEAS
    11. 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.
    12. 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.
    13. 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.
    14. Simon P. Anderson & André De Palma, 2009. "Information congestion," RAND Journal of Economics, RAND Corporation, vol. 40(4), pages 688-709, December.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. repec:hal:wpspec:info:hdl:2441/3tcpvf3sd399op9sgtn8tq5bhd is not listed on IDEAS
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. repec:hal:spmain:info:hdl:2441/3tcpvf3sd399op9sgtn8tq5bhd is not listed on IDEAS
    28. 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.
    29. David A. Siegel, 2009. "Social Networks and Collective Action," American Journal of Political Science, John Wiley & Sons, vol. 53(1), pages 122-138, January.
    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.
    Full references (including those not matched with items on IDEAS)

    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. Levi Boxell & Zachary Steinert-Threlkeld, 2019. "Taxing dissent: The impact of a social media tax in Uganda," Papers 1909.04107, arXiv.org.
    2. 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.
    3. Leopoldo Fergusson & Carlos Molina, 2020. "Facebook Causes Protests," HiCN Working Papers 323, Households in Conflict Network.
    4. Jiménez Durán, Rafael & Muller, Karsten & Schwarz, Carlo, 2024. "The Effect of Content Moderation on Online and Offline Hate: Evidence from Germany’s NetzDG," CAGE Online Working Paper Series 701, Competitive Advantage in the Global Economy (CAGE).
    5. Tähtinen, Tuuli, 2024. "When Facebook Is the Internet: The Role of Social Media in Ethnic Conflict," World Development, Elsevier, vol. 180(C).
    6. Donati, Dante, 2023. "Mobile Internet access and political outcomes: Evidence from South Africa," Journal of Development Economics, Elsevier, vol. 162(C).
    7. González, Felipe, 2020. "Collective action in networks: Evidence from the Chilean student movement," Journal of Public Economics, Elsevier, vol. 188(C).
    8. Davide Cantoni & David Y Yang & Noam Yuchtman & Y Jane Zhang, 2019. "Protests as Strategic Games: Experimental Evidence from Hong Kong's Antiauthoritarian Movement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 1021-1077.
    9. 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.
    10. Georgy Egorov & Konstantin Sonin, 2024. "The Political Economics of Non-democracy," Journal of Economic Literature, American Economic Association, vol. 62(2), pages 594-636, June.
    11. Barbera, Salvador & Jackson, Matthew O., 2020. "A Model of Protests, Revolution, and Information," Quarterly Journal of Political Science, now publishers, vol. 15(3), pages 297-335, July.
    12. Sonin, Konstantin & Egorov, Georgy, 2019. "Persuasion on Networks," CEPR Discussion Papers 13723, C.E.P.R. Discussion Papers.
    13. repec:ehl:lserod:100316 is not listed on IDEAS
    14. Philipp M. Lutscher & Nils B. Weidmann & Margaret E. Roberts & Mattijs Jonker & Alistair King & Alberto Dainotti, 2020. "At Home and Abroad: The Use of Denial-of-service Attacks during Elections in Nondemocratic Regimes," Journal of Conflict Resolution, Peace Science Society (International), vol. 64(2-3), pages 373-401, February.
    15. Do, Quy-Toan & Gomez-Parra, Nicolas & Rijkers, Bob, 2023. "Transnational terrorism and the internet," Journal of Development Economics, Elsevier, vol. 164(C).
    16. Joël Cariolle & Yasmine Elkhateeb & Mathilde Maurel, 2022. "(Mis-)information technology: Internet use and perception of democracy in Africa," Documents de travail du Centre d'Economie de la Sorbonne 22010, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    17. repec:spo:wpecon:info:hdl:2441/5744igqofr9qr9hjd2eiomr7qc is not listed on IDEAS
    18. Sergei Guriev & Nikita Melnikov & Ekaterina Zhuravskaya, 2021. "3G Internet and Confidence in Government," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(4), pages 2533-2613.
    19. Bharati, Tushar & Jetter, Michael & Malik, Muhammad Nauman, 2024. "Types of communications technology and civil conflict," Journal of Development Economics, Elsevier, vol. 170(C).
    20. Thomas Fujiwara & Karsten Müller & Carlo Schwarz, 2021. "The Effect of Social Media on Elections: Evidence from the United States," NBER Working Papers 28849, National Bureau of Economic Research, Inc.
    21. repec:hal:wpspec:info:hdl:2441/5744igqofr9qr9hjd2eiomr7qc is not listed on IDEAS
    22. Cantoni, Davide & Heizlsperger, Louis-Jonas & Yang, David Y. & Yuchtman, Noam & Zhang, Y. Jane, 2022. "The fundamental determinants of protest participation: Evidence from Hong Kong’s antiauthoritarian movement," Journal of Public Economics, Elsevier, vol. 211(C).
    23. Kun Heo & Antoine Zerbini, 2024. "Segment and rule: Modern censorship in authoritarian regimes," Discussion Papers 2024-04, Nottingham Interdisciplinary Centre for Economic and Political Research (NICEP).

    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

    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:eee:wdevel:v:158:y:2022:i:c:s0305750x22001401. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .

    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.