IDEAS home Printed from https://ideas.repec.org/a/bla/scotjp/v69y2022i5p564-573.html
   My bibliography  Save this article

Public sentiment towards economic sanctions in the Russia–Ukraine war

Author

Listed:
  • Vu M. Ngo
  • Toan L. D. Huynh
  • Phuc V. Nguyen
  • Huan H. Nguyen

Abstract

This paper introduces novel data on public sentiment towards economic sanctions based on nearly 1 million social media posts in 108 countries during the Russia–Ukraine war by using machine learning. We show the geographical heterogeneity between government stances and public sentiment. Finally, we show how political regimes, trading relationships and political instability can predict how people perceive this war.

Suggested Citation

  • Vu M. Ngo & Toan L. D. Huynh & Phuc V. Nguyen & Huan H. Nguyen, 2022. "Public sentiment towards economic sanctions in the Russia–Ukraine war," Scottish Journal of Political Economy, Scottish Economic Society, vol. 69(5), pages 564-573, November.
  • Handle: RePEc:bla:scotjp:v:69:y:2022:i:5:p:564-573
    DOI: 10.1111/sjpe.12331
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/sjpe.12331
    Download Restriction: no

    File URL: https://libkey.io/10.1111/sjpe.12331?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. Fan, Chengze Simon & Wong, Phoebe, 1998. "Does consumer sentiment forecast household spending?: The Hong Kong case," Economics Letters, Elsevier, vol. 58(1), pages 77-84, January.
    2. Amarasinghe, Ashani, 2022. "Diverting domestic turmoil," Journal of Public Economics, Elsevier, vol. 208(C).
    3. Aguilar, Pablo & Ghirelli, Corinna & Pacce, Matías & Urtasun, Alberto, 2021. "Can news help measure economic sentiment? An application in COVID-19 times," Economics Letters, Elsevier, vol. 199(C).
    4. Toke S. Aidt & Facundo Albornoz & Esther Hauk, 2021. "Foreign Influence and Domestic Policy," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 426-487, June.
    5. Khanh Hoang & Hieu T. Doan & Thanh T. Tran & Thang X. Nguyen & Anh Q. Le, 2022. "Anti-Corruption Campaign and Firm Financial Performance: Evidence From Vietnam Firms," Evaluation Review, , vol. 46(2), pages 103-137, April.
    6. Saltzman, Bennett & Yung, Julieta, 2018. "A machine learning approach to identifying different types of uncertainty," Economics Letters, Elsevier, vol. 171(C), pages 58-62.
    7. Chowdhury, Shyamal K., 2004. "The effect of democracy and press freedom on corruption: an empirical test," Economics Letters, Elsevier, vol. 85(1), pages 93-101, October.
    8. Leonardo Bursztyn & Georgy Egorov & Stefano Fiorin, 2020. "From Extreme to Mainstream: The Erosion of Social Norms," American Economic Review, American Economic Association, vol. 110(11), pages 3522-3548, November.
    9. Chowdhury, Shyamal K., 2004. "Do Democracy And Press Freedom Reduce Corruption? Evidence From A Cross Country Study," Discussion Papers 18769, University of Bonn, Center for Development Research (ZEF).
    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. Wang, Min & Su, Yuquan, 2023. "How Russian-Ukrainian geopolitical risks affect Chinese commodity and financial markets?," Finance Research Letters, Elsevier, vol. 56(C).

    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. Pierre-Guillaume Méon & Khalid Sekkat, 2016. "A time to throw stones, a time to reap: How long does it take for democratic transitions to improve institutional outcomes?," Working Papers CEB 16-016, ULB -- Universite Libre de Bruxelles.
    2. Stephanie Lu Wang & Dan Li, 2019. "Responding to public disclosure of corporate social irresponsibility in host countries: Information control and ownership control," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(8), pages 1283-1309, October.
    3. Roxana Gutiérrez-Romero & Luciana Méndez-Errico, 2017. "Does Inequality Foster or Hinder the Growth of Entrepreneurship in the Long Run?," Research on Economic Inequality, in: Research on Economic Inequality, volume 25, pages 299-341, Emerald Group Publishing Limited.
    4. Sylvain B. Ngassam & Simplice Asongu & Gildas T. Ngueleweu, 2023. "Social media use for offline political action (OPA) and corruption in Africa: impacts and transmission channels," Working Papers 23/059, European Xtramile Centre of African Studies (EXCAS).
    5. Chandrasekhar Krishnamurti & Domenico Pensiero & Eswaran Velayutham, 2019. "Determinants Of Defence Industry Corruption Risk: Firm Level Empirical Evidence Using Transparency International’S Anti-Corruption Index," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(03), pages 675-708, June.
    6. Emmanuel Yeboah-Assiamah, 2017. "‘Strong Personalities’ and ‘Strong Institutions’ Mediated by a ‘Strong Third Force’: Thinking ‘Systems’ in Corruption Control," Public Organization Review, Springer, vol. 17(4), pages 545-562, December.
    7. Tran, My Thi Ha, 2021. "Public Sector Management And Corruption In Asean Plus Six," OSF Preprints stxw4, Center for Open Science.
    8. Christopher L. Ambrey & Christopher M. Fleming & Matthew Manning & Christine Smith, 2016. "On the Confluence of Freedom of the Press, Control of Corruption and Societal Welfare," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(2), pages 859-880, September.
    9. Laarni Escresa & Lucio Picci, 2020. "The determinants of cross-border corruption," Public Choice, Springer, vol. 184(3), pages 351-378, September.
    10. Dutta, Nabamita & Roy, Sanjukta, 2016. "The interactive impact of press freedom and media reach on corruption," Economic Modelling, Elsevier, vol. 58(C), pages 227-236.
    11. Budsaratragoon, Pornanong & Jitmaneeroj, Boonlert, 2020. "A critique on the Corruption Perceptions Index: An interdisciplinary approach," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    12. Aaron Soans & Masato Abe, 2015. "Bribery, Corruption and Bureaucratic Hassle: Evidence from Myanmar," ARTNeT Working Papers 152, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP).
    13. Luca Bellodi & Frederic Docquier & Stefano Iandolo & Massimo Morelli & Riccardo Turati, 2024. "Digging Up Trenches: Populism, Selective Mobility, and the Political Polarization of Italian Municipalities," BAFFI CAREFIN Working Papers 24216, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    14. Joseph G. ATTILA, 2008. "Corruption and quality of public institutions: evidence from Generalized Method of Moment," Working Papers 200813, CERDI.
    15. Ivana Lolić & Petar Sorić & Marija Logarušić, 2022. "Economic Policy Uncertainty Index Meets Ensemble Learning," Computational Economics, Springer;Society for Computational Economics, vol. 60(2), pages 401-437, August.
    16. Krishnamurti, Chandrasekhar & Pensiero, Domenico & Velayutham, Eswaran, 2021. "Corruption risk and stock market effects: Evidence from the defence industry," Pacific-Basin Finance Journal, Elsevier, vol. 70(C).
    17. Bartoš, Vojtěch, 2021. "Seasonal scarcity and sharing norms," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 303-316.
    18. Marco Manacorda & Guido Tabellini & Andrea Tesei, 2022. "Mobile Internet and the Rise of Political Tribalism in Europe," Working Papers 941, Queen Mary University of London, School of Economics and Finance.
    19. Broich, Tobias, 2017. "Do authoritarian regimes receive more Chinese development finance than democratic ones? Empirical evidence for Africa," China Economic Review, Elsevier, vol. 46(C), pages 180-207.
    20. Krisztina Kis-Katos & Günther G. Schulze, 2013. "Corruption in Southeast Asia: a survey of recent research," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(1), pages 79-109, May.

    More about this item

    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:bla:scotjp:v:69:y:2022:i:5:p:564-573. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/sesssea.html .

    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.