{"id":9,"date":"2024-12-17T16:03:44","date_gmt":"2024-12-17T16:03:44","guid":{"rendered":"https:\/\/mitmgmtfaculty.mit.edu\/abonatti\/research-publications\/"},"modified":"2026-03-12T12:04:11","modified_gmt":"2026-03-12T12:04:11","slug":"research-publications","status":"publish","type":"page","link":"https:\/\/mitmgmtfaculty.mit.edu\/abonatti\/research-publications\/","title":{"rendered":"Research &amp; Publications"},"content":{"rendered":"<div id=\"pl-9\"  class=\"panel-layout\" ><div id=\"pg-9-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-9-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-9-0-0-0\" class=\"so-panel widget widget_mit-pf-wysiwyg widget_mit_pf_wysiwyg panel-first-child\" data-index=\"0\" ><h2 class=\"widget-title\">Working Papers<\/h2><div class=\"textwidget\"><ul>\n<li><a href=\"https:\/\/arxiv.org\/pdf\/2502.07736\">Menu Pricing of Large Language Models<\/a>\u00a0(with Dirk Bergemann and Alex Smolin), <a href=\"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3736252.3742625\">Extended Abstract (EC '25)<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/pdf\/2302.12223\">Information Design with Elicitation and Strategic Coordination<\/a> (with Munther Dahleh and Thibaut Horel)<\/li>\n<li><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/sazjxj0gsb6qnlq24lgrn\/Regulating_Privacy_Policies_on_Digital_Platforms.pdf?rlkey=5hwc6scrl7h2jj305rgjmih5t&amp;st=am2jkne7&amp;dl=0\">Regulating Privacy Policies on Digital Platforms<\/a> (with Michele Bisceglia and Fiona Scott-Morton)<\/li>\n<li><a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=4913188\">Data Analytics for Algorithmic Pricing<\/a> (with Raffaele Fiocco and Salvatore Piccolo)<\/li>\n<li>Optimal Project Management (with Doruk Cetemen and Juuso Toikka)<\/li>\n<\/ul>\n<\/div><\/div><div id=\"panel-9-0-0-1\" class=\"so-panel widget widget_mit-pf-wysiwyg widget_mit_pf_wysiwyg panel-last-child\" data-index=\"1\" ><h2 class=\"widget-title\">Publications<\/h2><div class=\"textwidget\"><ul>\n<li><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/08roffwlf8z7rihb7251d\/Linkages-bundle.pdf?rlkey=zfze8sjrnt3j6ecyiwx90mchy&amp;dl=0\" target=\"_blank\" rel=\"noopener\">Data Linkages and Privacy Regulation<\/a> (with Rossella Argenziano), <em>American Economic Journal: Microeconomics,<\/em> forthcoming<\/li>\n<li><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/xogjeoqpa5zkje8ficchy\/Theory_of_Privacy_Effects-final.pdf?rlkey=6nnw5ne689tragmrb8ucuspz9&amp;st=o9yx7o3e&amp;dl=0\" target=\"_blank\" rel=\"noopener\">A Theory of the Effects of Privacy<\/a> (with Yunhao Huang and Miguel Villas-Boas), <em>Management Science, <\/em>2025<\/li>\n<li><a href=\"https:\/\/cowles.yale.edu\/sites\/default\/files\/2025-03\/d2429.pdf\">Bidding with Budgets: Data-Driven Bid Algorithms in Digital Advertising<\/a>\u00a0(with Dirk Bergemann and Nick Wu), <em>International Journal of Industrial Organization, <\/em>2025<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1093\/restud\/rdae087\" target=\"_blank\" rel=\"noopener\">How Do Digital Advertising Auctions Impact Product Prices?<\/a>\u00a0(with Dirk Bergemann and Nick Wu),\u00a0<em>Review of Economic Studies,\u00a0<\/em>2025 <a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=10502\" target=\"_blank\" rel=\"noopener\">Extended Abstract (EC '23)<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1257\/aer.20230478\" target=\"_blank\" rel=\"noopener\">Data, Competition, and Digital Platforms<\/a>\u00a0(with Dirk Bergemann),\u00a0<em>American Economic Review,\u00a0<\/em>2024<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1016\/j.jet.2023.105779\" target=\"_blank\" rel=\"noopener\">Selling Information in Competitive Environments<\/a>\u00a0(with Munther Dahleh, Thibaut Horel, and Amir Nouripour),\u00a0<em>Journal of Economic Theory,\u00a0<\/em>2024<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1257\/pandp.20231083\" target=\"_blank\" rel=\"noopener\">Data Markets with Privacy-Conscious Consumers<\/a>\u00a0(with Rossella Argenziano),\u00a0<em>AEA Papers and Proceedings,\u00a0<\/em>2023<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1111\/1756-2171.12407\" target=\"_blank\" rel=\"noopener\">The Economics of Social Data<\/a>\u00a0(with Dirk Bergemann and Tan Gan),\u00a0<em>RAND Journal of Economics,\u00a0<\/em>2022\u00a0<a href=\"https:\/\/voxeu.org\/article\/economics-social-data\">VoxEU<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1007\/978-3-030-94676-0_3\" target=\"_blank\" rel=\"noopener\">The Optimality of Upgrade Pricing<\/a>\u00a0(with Dirk Bergemann, Andreas Haupt, and Alex Smolin),\u00a0<em>WINE<\/em>,\u00a02021<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1093\/restud\/rdz046\" target=\"_blank\" rel=\"noopener\">Consumer Scores and Price Discrimination<\/a>\u00a0(with Gonzalo Cisternas),\u00a0<em>Review of Economic Studies,\u00a0<\/em>2020\u00a0<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=6007\" target=\"_blank\" rel=\"noopener\">Supplementary Appendix<\/a>, <a href=\"https:\/\/www.dropbox.com\/scl\/fi\/2jlieiwgekd9j2et45vhk\/scores.nb?rlkey=74dbjv7l25xe9t0krnf53jivy&amp;st=rrbicsq9&amp;dl=1\">Scores.nb<\/a>, <a href=\"https:\/\/libertystreeteconomics.newyorkfed.org\/2022\/07\/consumer-scores-and-price-discrimination\/\">Liberty Street Economics<\/a>\u00a0<a href=\"http:\/\/www.mit.edu\/%7Ebonatti\/scores.nb\"><br \/>\n<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1146\/annurev-economics-080315-015439\" target=\"_blank\" rel=\"noopener\">Markets for Information: An Introduction<\/a>\u00a0(with\u00a0Dirk Bergemann),\u00a0<em>Annual Review of Economics<\/em>,<em>\u00a0<\/em>2019\u00a0\u00a0<a href=\"https:\/\/voxeu.org\/article\/wild-west-information-markets\">VoxEU<\/a><\/li>\n<li><a href=\"https:\/\/www.aeaweb.org\/articles?id=10.1257\/aer.20161079&amp;&amp;from=f\" target=\"_blank\" rel=\"noopener\">The Design and Price of Information<\/a>\u00a0(with Dirk Bergemann and Alex Smolin),\u00a0<em>American Economic Review<\/em>, 2018\u00a0\u00a0<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=10500\" target=\"_blank\" rel=\"noopener\">Online Appendix<\/a>,\u00a0<a href=\"http:\/\/blogs.lse.ac.uk\/businessreview\/2017\/10\/19\/how-to-design-and-price-information-for-sale-to-others\/\">LSE Business Review<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1093\/restud\/rdw049\" target=\"_blank\" rel=\"noopener\">Dynamic Oligopoly with Incomplete Information<\/a>\u00a0(with Gonzalo Cisternas and Juuso Toikka),\u00a0<em>Review of Economic Studies<\/em>, 2017<\/li>\n<li><a href=\"https:\/\/econtheory.org\/ojs\/index.php\/te\/article\/viewForthcomingFile\/2115\/14493\/1\" target=\"_blank\" rel=\"noopener\">Career Concerns with Exponential Learning<\/a>\u00a0(with Johannes H\u00f6rner),\u00a0<em>Theoretical Economics,\u00a0<\/em>2017 \u00a0<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents?PublicationDocumentID=10499\" target=\"_blank\" rel=\"noopener\">Working paper version<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1016\/j.jet.2017.02.007\" target=\"_blank\" rel=\"noopener\">Learning to Disagree in a Game of Experimentation<\/a>\u00a0(with Johannes H\u00f6rner),\u00a0<em>Journal of Economic Theory<\/em>, 2017\u00a0\u00a0<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=6020\" target=\"_blank\" rel=\"noopener\">Supplementary material<\/a>, \u00a0<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/ve5pra11e5nnhsqxdox2h\/theorem2proof.nb?rlkey=pceok3unmxtva7lf8j89bae17&amp;st=snvdrrus&amp;dl=1\">Theorem2.nb<\/a>,\u00a0\u00a0<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/sf6wsp6redhzwah082wx2\/correlated.nb?rlkey=6rd780hxk85ce4cxkir5vqk6s&amp;st=rw54r1sw&amp;dl=1\">Correlated.nb<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1016\/j.respol.2017.07.003\" target=\"_blank\" rel=\"noopener\">The Career Effects of Scandal: Evidence from Scientific Retractions<\/a>\u00a0(with Pierre Azoulay and Joshua Krieger),\u00a0<em>Research Policy<\/em>, 2017<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1257\/aer.20140316\" target=\"_blank\" rel=\"noopener\">The Politics of Compromise<\/a>\u00a0(with Heikki Rantakari),\u00a0<em>American Economic Review<\/em>,\u00a02016<em>\u00a0\u00a0<\/em><a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=6017\" target=\"_blank\" rel=\"noopener\">Working paper version<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1257\/mic.20140155\" target=\"_blank\" rel=\"noopener\">Selling Cookies<\/a>\u00a0(with Dirk Bergemann),\u00a0<em>American Economic Journal: Microeconomics<\/em>, 2015\u00a0\u00a0<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=6016\" target=\"_blank\" rel=\"noopener\">Working paper version<\/a><\/li>\n<li><a href=\"http:\/\/doi.org\/10.1111\/j.1756-2171.2011.00143.x\" target=\"_blank\" rel=\"noopener\">Targeting in Advertising Markets: Implications for Offline vs. Online Media<\/a>\u00a0(with Dirk Bergemann),\u00a0<em>RAND Journal of Economics<\/em>,<strong>\u00a0<\/strong>2011<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1016\/j.ijindorg.2010.11.008\" target=\"_blank\" rel=\"noopener\">Brand-Specific Tastes for Quality<\/a>,\u00a0<em>International Journal of Industrial Organization<\/em>,\u00a02011<\/li>\n<li><a href=\"http:\/\/www.jstor.org\/stable\/41237200\" target=\"_blank\" rel=\"noopener\">Menu Pricing and Learning<\/a>,\u00a0<em>American Economic Journal: Microeconomics<\/em>,\u00a02011<\/li>\n<li><a href=\"http:\/\/doi.org\/10.1257\/aer.101.2.632\" target=\"_blank\" rel=\"noopener\">Collaborating<\/a>\u00a0(with Johannes H\u00f6rner),\u00a0<i>American Economic Review<\/i>, 2011\u00a0\u00a0<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents?PublicationDocumentID=6012\" target=\"_blank\" rel=\"noopener\">Working paper version<\/a><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Working Papers Menu Pricing of Large Language Models\u00a0(with Dirk Bergemann and Alex Smolin), Extended Abstract (EC &#8217;25) Information Design with Elicitation and Strategic Coordination (with Munther Dahleh and Thibaut Horel) Regulating Privacy Policies on Digital Platforms (with Michele Bisceglia and Fiona Scott-Morton) Data Analytics for Algorithmic Pricing (with Raffaele Fiocco and Salvatore Piccolo) Optimal Project [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-two-column.php","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"class_list":["post-9","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.0 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Alessandro Bonatti | MIT Sloan School of Management | Research<\/title>\n<meta name=\"description\" content=\"Alessandro Bonatti&#039;s research focuses on microeconomic theory and industrial organization.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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