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A 61-million-person experiment in social influence and political mobilization

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Cited by:

  1. Leonardo Bursztyn & Georgy Egorov & Ruben Enikolopov & Maria Petrova, 2019. "Social Media and Xenophobia: Evidence from Russia," NBER Working Papers 26567, National Bureau of Economic Research, Inc.
  2. Donati, Dante, 2023. "Mobile Internet access and political outcomes: Evidence from South Africa," Journal of Development Economics, Elsevier, vol. 162(C).
  3. Maja Adena & Anselm Hager, 2025. "Does Online Fundraising Increase Charitable Giving? A Nationwide Field Experiment on Facebook," Management Science, INFORMS, vol. 71(4), pages 3216-3231, April.
  4. Lackner, Teresa & Fierro, Luca E. & Mellacher, Patrick, 2025. "Opinion dynamics meet agent-based climate economics: An integrated analysis of carbon taxation," Journal of Economic Behavior & Organization, Elsevier, vol. 229(C).
  5. Laura Studen & Victor Tiberius, 2020. "Social Media, Quo Vadis? Prospective Development and Implications," Future Internet, MDPI, vol. 12(9), pages 1-22, August.
  6. Jiang, Lingqing, 2020. "Splash with a teammate: Peer effects in high-stakes tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 171(C), pages 165-188.
  7. Edoardo Gallo & Alastair Langtry, 2020. "Social networks, confirmation bias and shock elections," Papers 2011.00520, arXiv.org.
  8. Raúl Duarte & Frederico Finan & Horacio Larreguy & Laura Schechter, 2019. "Brokering Votes With Information Spread Via Social Networks," NBER Working Papers 26241, National Bureau of Economic Research, Inc.
  9. Jae Yeon Kim & Jaeung Sim & Daegon Cho, 2023. "Identity and Status: When Counterspeech Increases Hate Speech Reporting and Why," Information Systems Frontiers, Springer, vol. 25(5), pages 1683-1694, October.
  10. Jay J. Van Bavel & Katherine Baicker & Paulo S. Boggio & Valerio Capraro & Aleksandra Cichocka & Mina Cikara & Molly J. Crockett & Alia J. Crum & Karen M. Douglas & James N. Druckman & John Drury & Oe, 2020. "Using social and behavioural science to support COVID-19 pandemic response," Nature Human Behaviour, Nature, vol. 4(5), pages 460-471, May.
  11. Chami, Goylette F. & Kontoleon, Andreas A. & Bulte, Erwin & Fenwick, Alan & Kabatereine, Narcis B. & Tukahebwa, Edridah M. & Dunne, David W., 2017. "Community-directed mass drug administration is undermined by status seeking in friendship networks and inadequate trust in health advice networks," Social Science & Medicine, Elsevier, vol. 183(C), pages 37-47.
  12. Duvanova, Dinissa & Nikolaev, Alexander & Nikolsko-Rzhevskyy, Alex & Semenov, Alexander, 2016. "Violent conflict and online segregation: An analysis of social network communication across Ukraine's regions," Journal of Comparative Economics, Elsevier, vol. 44(1), pages 163-181.
  13. Goette, Lorenz & Tripodi, Egon, 2024. "The limits of social recognition: Experimental evidence from blood donors," Journal of Public Economics, Elsevier, vol. 231(C).
  14. 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).
  15. Ehrlich, David & Szech, Nora, 2022. "How to start a grassroots movement," Working Paper Series in Economics 157, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
  16. Pachucki, Mark C. & Hong, Chen-Shuo & O'Malley, A. James & Levy, Douglas E. & Thorndike, Anne N., 2024. "Network spillover effects associated with the ChooseWell 365 workplace randomized controlled trial to promote healthy food choices," Social Science & Medicine, Elsevier, vol. 355(C).
  17. Michele Coscia & Luca Rossi, 2022. "How minimizing conflicts could lead to polarization on social media: An agent-based model investigation," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-23, January.
  18. Alt, James E. & Jensen, Amalie & Larreguy, Horacio & Lassen, David D. & Marshall, John, 2022. "Diffusing Political Concerns: How Unemployment Information passed between social Ties Influence Danish Voters," TSE Working Papers 22-1292, Toulouse School of Economics (TSE).
  19. Pyo, Tae-Hyung & Tamrakar, Chanchal & Lee, Jae Young & Choi, Yun Seob, 2023. "Is social capital always “Capital”?: Measuring and leveraging social capital in online user communities for in-group diffusion," Journal of Business Research, Elsevier, vol. 158(C).
  20. Yuho Chung & Yiwei Li & Jianmin Jia, 2021. "Exploring embeddedness, centrality, and social influence on backer behavior: the role of backer networks in crowdfunding," Journal of the Academy of Marketing Science, Springer, vol. 49(5), pages 925-946, September.
  21. Shota Saito & Yoshito Hirata & Kazutoshi Sasahara & Hideyuki Suzuki, 2015. "Tracking Time Evolution of Collective Attention Clusters in Twitter: Time Evolving Nonnegative Matrix Factorisation," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-17, September.
  22. Kozitsin, Ivan V., 2024. "Optimal control in opinion dynamics models: diversity of influence mechanisms and complex influence hierarchies," Chaos, Solitons & Fractals, Elsevier, vol. 181(C).
  23. Jun Hu, 2021. "Regulation of media bias on online newspapers," Working Papers hal-03120466, HAL.
  24. Bruhin, Adrian & Goette, Lorenz & Haenni, Simon & Jiang, Lingqing, 2020. "Spillovers of prosocial motivation: Evidence from an intervention study on blood donors," Journal of Health Economics, Elsevier, vol. 70(C).
  25. Seabold,Skipper & Rutherford,Alex & De Backer,Olivia & Coppola,Andrea, 2015. "The pulse of public opinion : using Twitter data to analyze public perception of reform in El Salvador," Policy Research Working Paper Series 7399, The World Bank.
  26. Liberini, Federica & Redoano, Michela & Russo, Antonio & Cuevas, Angel & Cuevas, Ruben, 2018. "Politics in the Facebook Era Evidence from the 2016 US Presidential Elections," CAGE Online Working Paper Series 389, Competitive Advantage in the Global Economy (CAGE).
  27. Muller, Eitan & Peres, Renana, 2019. "The effect of social networks structure on innovation performance: A review and directions for research," International Journal of Research in Marketing, Elsevier, vol. 36(1), pages 3-19.
  28. Kim, Hwang & Rao, Vithala R., 2022. "The role of network embeddedness across multiple social networks: Evidence from mobile social network games," International Journal of Research in Marketing, Elsevier, vol. 39(3), pages 867-887.
  29. Corentin Vande Kerckhove & Samuel Martin & Pascal Gend & Peter J Rentfrow & Julien M Hendrickx & Vincent D Blondel, 2016. "Modelling Influence and Opinion Evolution in Online Collective Behaviour," PLOS ONE, Public Library of Science, vol. 11(6), pages 1-25, June.
  30. Simson L. Garfinkel, 2018. "Privacy and Security Concerns When Social Scientists Work with Administrative and Operational Data," The ANNALS of the American Academy of Political and Social Science, , vol. 675(1), pages 83-101, January.
  31. 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.
  32. Roberto Mosquera & Mofioluwasademi Odunowo & Trent McNamara & Xiongfei Guo & Ragan Petrie, 2020. "The economic effects of Facebook," Experimental Economics, Springer;Economic Science Association, vol. 23(2), pages 575-602, June.
  33. Ruben Enikolopov & Maria Petrova & Gianluca Russo & David Yanagizawa-Drott, 2024. "Socializing Alone: How Online Homophily Has Underminded Social Cohesion in the US," CESifo Working Paper Series 11375, CESifo.
  34. Jianshan Sun & Rongrong Ying & Yuanchun Jiang & Jianmin He & Zhengping Ding, 2020. "Leveraging friend and group information to improve social recommender system," Electronic Commerce Research, Springer, vol. 20(1), pages 147-172, March.
  35. Michael David Maffie, 2020. "The Role of Digital Communities in Organizing Gig Workers," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(1), pages 123-149, January.
  36. Komatsu, Hidenori & Nishio, Ken-ichiro, 2015. "An experimental study on motivational change for electricity conservation by normative messages," Applied Energy, Elsevier, vol. 158(C), pages 35-43.
  37. Johannes Wimmer & Leonhard Vollmer, 2023. "Can Grassroots Organizations Reduce Support for Right-Wing Populism via Social Media?," Rationality and Competition Discussion Paper Series 390, CRC TRR 190 Rationality and Competition.
  38. Eduard Marinov, 2017. "The 2017 Nobel Prize in Economics," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 6, pages 117-159.
  39. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Jul 2022.
  40. Cristian Vaccari & Augusto Valeriani, 2018. "Digital Political Talk and Political Participation: Comparing Established and Third Wave Democracies," SAGE Open, , vol. 8(2), pages 21582440187, June.
  41. Abouk, Rahi & Jalali, Nima & Papatla, Purushottam, 2024. "Can tweets be word of mouth that changes risky behaviors?," Journal of Business Research, Elsevier, vol. 174(C).
  42. Danial Vahabli & Jason Jeffrey Jones, 2025. "Identity diversification and homogenization: evidence from frequent estimates of similarity of self-authored, self-descriptive text," Journal of Computational Social Science, Springer, vol. 8(2), pages 1-18, May.
  43. Jukka Jouhki & Epp Lauk & Maija Penttinen & Niina Sormanen & Turo Uskali, 2016. "Facebook’s Emotional Contagion Experiment as a Challenge to Research Ethics," Media and Communication, Cogitatio Press, vol. 4(4), pages 75-85.
  44. Camila F. S. Campos & Shaun Hargreaves Heap & Fernanda Leite Lopez de Leon, 2017. "The political influence of peer groups: experimental evidence in the classroom," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 963-985.
  45. Massimo Marchiori & Lino Possamai, 2020. "Strategies of Success for Social Networks: Mermaids and Temporal Evolution," Future Internet, MDPI, vol. 12(2), pages 1-30, February.
  46. Thomas Fujiwara & Karsten Müller & Carlo Schwarz, 2024. "The Effect of Social Media on Elections: Evidence from The United States," Journal of the European Economic Association, European Economic Association, vol. 22(3), pages 1495-1539.
  47. Moti Zwilling & Shalom Levy & Yaniv Gvili & Peter Dostal, 2020. "Machine learning as an effective paradigm for persuasive message design," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(3), pages 1023-1045, June.
  48. Mohammad Abouei Mehrizi & Federico Corò & Emilio Cruciani & Gianlorenzo D’Angelo, 2022. "Election control through social influence with voters’ uncertainty," Journal of Combinatorial Optimization, Springer, vol. 44(1), pages 635-669, August.
  49. Committee, Nobel Prize, 2017. "Richard H. Thaler: Integrating Economics with Psychology," Nobel Prize in Economics documents 2017-1, Nobel Prize Committee.
  50. Daniel Karell & Andrew Linke & Edward Holland & Edward Hendrickson, 2023. "“Born for a Storm†: Hard-Right Social Media and Civil Unrest," American Sociological Review, , vol. 88(2), pages 322-349, April.
  51. Kenju Kamei & Louis Putterman & Jean-Robert Tyran, 2019. "Civic Engagement as a Second-Order Public Good: The Cooperative Underpinnings of the Accountable State," Discussion Papers 19-10, University of Copenhagen. Department of Economics.
  52. Davide Viviano & Jess Rudder, 2020. "Policy design in experiments with unknown interference," Papers 2011.08174, arXiv.org, revised May 2024.
  53. Francis J. DiTraglia & Camilo Garcia-Jimeno & Rossa O'Keeffe-O'Donovan & Alejandro Sanchez-Becerra, 2020. "Identifying Causal Effects in Experiments with Spillovers and Non-compliance," Papers 2011.07051, arXiv.org, revised Jan 2023.
  54. Claire E. Robertson & Nicolas Pröllochs & Kaoru Schwarzenegger & Philip Pärnamets & Jay J. Bavel & Stefan Feuerriegel, 2023. "Negativity drives online news consumption," Nature Human Behaviour, Nature, vol. 7(5), pages 812-822, May.
  55. Jing Wang & Stuart Madnick & Xitong Li & Jeff Alstott & Chander Velu, 2015. "Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-12, September.
  56. Coro Chasco & Maricruz Lacalle-Calderon & Javier Alfonso-Gil, 2021. "Spatial Diffusion of Civil Liberty," Revista Economía, Fondo Editorial - Pontificia Universidad Católica del Perú, vol. 44(87), pages 146-169.
  57. Thomas Zeitzoff, 2017. "How Social Media Is Changing Conflict," Journal of Conflict Resolution, Peace Science Society (International), vol. 61(9), pages 1970-1991, October.
  58. Gil Appel & Lauren Grewal & Rhonda Hadi & Andrew T. Stephen, 2020. "The future of social media in marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 79-95, January.
  59. Masashi Komori & Kosuke Takemura & Yukihisa Minoura & Atsuhiko Uchida & Rino Iida & Aya Seike & Yukiko Uchida, 2022. "Extracting multiple layers of social networks through a 7-month survey using a wearable device: a case study from a farming community in Japan," Journal of Computational Social Science, Springer, vol. 5(1), pages 1069-1094, May.
  60. Huang, Lingbo & Xiao, Erte, 2021. "Peer effects in public support for Pigouvian taxation," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 192-204.
  61. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
  62. Marco A Janssen & Allen Lee & Hari Sundaram, 2016. "Stimulating Contributions to Public Goods through Information Feedback: Some Experimental Results," PLOS ONE, Public Library of Science, vol. 11(7), pages 1-16, July.
  63. Gong, Yudong & Liu, Sanyang & Bai, Yiguang, 2021. "A probability-driven structure-aware algorithm for influence maximization under independent cascade model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 583(C).
  64. Ariel Boyarsky & Hongseok Namkoong & Jean Pouget-Abadie, 2023. "Modeling Interference Using Experiment Roll-out," Papers 2305.10728, arXiv.org, revised Aug 2023.
  65. Shan Huang & Sinan Aral & Yu Jeffrey Hu & Erik Brynjolfsson, 2020. "Social Advertising Effectiveness Across Products: A Large-Scale Field Experiment," Marketing Science, INFORMS, vol. 39(6), pages 1142-1165, November.
  66. Johnson, Nathan & Turnbull, Benjamin & Reisslein, Martin, 2022. "Social media influence, trust, and conflict: An interview based study of leadership perceptions," Technology in Society, Elsevier, vol. 68(C).
  67. Christopher A. Bail, 2017. "Taming Big Data," Sociological Methods & Research, , vol. 46(2), pages 189-217, March.
  68. Alan Gerber & Mitchell Hoffman & John Morgan & Collin Raymond, 2020. "One in a Million: Field Experiments on Perceived Closeness of the Election and Voter Turnout," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 287-325, July.
  69. Li, Yinkui & Qin, Xiaoxiao & Li, Wen, 2021. "The generalized burning number of graphs," Applied Mathematics and Computation, Elsevier, vol. 411(C).
  70. Miriam Däs & Julia Klier & Mathias Klier & Georg Lindner & Lea Thiel, 2017. "Customer lifetime network value: customer valuation in the context of network effects," Electronic Markets, Springer;IIM University of St. Gallen, vol. 27(4), pages 307-328, November.
  71. Zhenbo Zhang & Xiaohua Meng, 2019. "Internet Penetration and the Environmental Kuznets Curve: A Cross-National Analysis," Sustainability, MDPI, vol. 11(5), pages 1-12, March.
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  73. Jason J Jones & Robert M Bond & Eytan Bakshy & Dean Eckles & James H Fowler, 2017. "Social influence and political mobilization: Further evidence from a randomized experiment in the 2012 U.S. presidential election," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-9, April.
  74. Justin Longo & Alan Rodney Dobell, 2018. "The Limits of Policy Analytics: Early Examples and the Emerging Boundary of Possibilities," Politics and Governance, Cogitatio Press, vol. 6(4), pages 5-17.
  75. Yann Algan & Quoc-Anh Do & Nicolò Dalvit & Alexis Le Chapelain & Yves Zenou, 2015. "How Social Networks Shape Our Beliefs: A Natural Experiment among Future French Politicians," SciencePo Working papers Main hal-03459820, HAL.
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  79. Julian Freitag & Anna Kerkhof & Johannes Münster, 2021. "Selective Sharing of News Items and the Political Position of News Outlets," CESifo Working Paper Series 8943, CESifo.
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  81. Vahidin Jeleskovic & Yinan Wan, 2024. "The impact of Facebook-Cambridge Analytica data scandal on the USA tech stock market: An event study based on clustering method," Papers 2402.14206, arXiv.org.
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  134. Yann Algan & Quoc-Anh Do & Nicolò Dalvit & Alexis Le Chapelain & Yves Zenou, 2015. "How Social Networks Shape Our Beliefs: A Natural Experiment among Future French Politicians," Working Papers hal-03459820, HAL.
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  136. Haibo Hu & Jonathan J. H. Zhu, 2017. "Social networks, mass media and public opinions," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 12(2), pages 393-411, July.
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  151. S. Raghavan & Rui Zhang, 2022. "Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem," INFORMS Journal on Computing, INFORMS, vol. 34(3), pages 1345-1365, May.
  152. Upravitelev, A., 2023. "Efficacious methods of restraining COVID-19 through behavioral public policy," Journal of the New Economic Association, New Economic Association, vol. 61(4), pages 203-222.
  153. Anna Kerkhof & Johannes Münster, 2021. "Detecting coverage bias in user-generated content," ECONtribute Discussion Papers Series 057, University of Bonn and University of Cologne, Germany.
  154. Vasiliki Koutra & Steven G. Gilmour & Ben M. Parker & Andrew Mead, 2023. "Design of Agricultural Field Experiments Accounting for both Complex Blocking Structures and Network Effects," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 28(3), pages 526-548, September.
  155. Daniel Röchert & Manuel Cargnino & German Neubaum, 2022. "Two sides of the same leader: an agent-based model to analyze the effect of ambivalent opinion leaders in social networks," Journal of Computational Social Science, Springer, vol. 5(2), pages 1159-1205, November.
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  164. Hirofumi Takesue, 2020. "From defection to ingroup favoritism to cooperation: simulation analysis of the social dilemma in dynamic networks," Journal of Computational Social Science, Springer, vol. 3(1), pages 189-207, April.
  165. Karamychev, Vladimir A. & Swank, Otto H., 2022. "A social image theory of information acquisition, opinion formation, and voting," European Journal of Political Economy, Elsevier, vol. 74(C).
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  167. Katrine Kunst & Ravi Vatrapu, 2019. "Understanding electronic word of behavior: conceptualization of the observable digital traces of consumers’ behaviors," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(3), pages 323-336, September.
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  169. Gallo, E. & Langtry, A., 2020. "Social Networks, Confirmation Bias and Shock Elections," Cambridge Working Papers in Economics 2099, Faculty of Economics, University of Cambridge.
  170. Tatiana Hajdúková, 2024. "Techniques for Manipulating Public Opinion in the Online Space During an Election Campaign as a Hybrid Threat," Academic Journal of Interdisciplinary Studies, Richtmann Publishing Ltd, vol. 13, January.
  171. Balán, Pablo & Dodyk, Juan & Puente, Ignacio, 2023. "Kin in the game: How family ties help firms overcome campaign finance regulation," Working Papers 330, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
  172. Shu, Panpan & Wang, Wei & Eugene Stanley, H. & Braunstein, Lidia A., 2018. "A general social contagion dynamic in interconnected lattices," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 511(C), pages 272-279.
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  174. Lin, Hsin-Chen & Bruning, Patrick F., 2024. "Guidelines for sponsorship signaling within socially complex markets," Business Horizons, Elsevier, vol. 67(1), pages 19-30.
  175. Yan Leng & Xiaowen Dong & Esteban Moro & Alex Pentland, 2024. "Long-Range Social Influence in Phone Communication Networks on Offline Adoption Decisions," Information Systems Research, INFORMS, vol. 35(1), pages 318-338, March.
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  177. Kerkhof, Anna, 2019. "Advertising and Content Differentiation: Evidence from YouTube," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 204468, Verein für Socialpolitik / German Economic Association.
  178. DiTraglia, Francis J. & García-Jimeno, Camilo & O’Keeffe-O’Donovan, Rossa & Sánchez-Becerra, Alejandro, 2023. "Identifying causal effects in experiments with spillovers and non-compliance," Journal of Econometrics, Elsevier, vol. 235(2), pages 1589-1624.
  179. Liang Zhong, 2024. "Unconditional Randomization Tests for Interference," Papers 2409.09243, arXiv.org, revised Oct 2024.
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  181. Rahman, Md. Rayhanur & Wallin, Ida & Toivonen, Ritva & Toppinen, Anne, 2024. "Local policy networks in support of wood-based construction: A case study from Joensuu, Finland," Forest Policy and Economics, Elsevier, vol. 163(C).
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  184. Michael P. Leung, 2020. "Treatment and Spillover Effects Under Network Interference," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 368-380, May.
  185. Lipari, Francesca & Lázaro-Touza, Lara & Escribano, Gonzalo & Sánchez, Ángel & Antonioni, Alberto, 2024. "When the design of climate policy meets public acceptance: An adaptive multiplex network model," Ecological Economics, Elsevier, vol. 217(C).
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  187. Sean O’Rourke & Philip Matchett Wood, 2019. "Low-Degree Factors of Random Polynomials," Journal of Theoretical Probability, Springer, vol. 32(2), pages 1076-1104, June.
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