{"id":1143,"date":"2021-10-09T14:47:26","date_gmt":"2021-10-09T14:47:26","guid":{"rendered":"https:\/\/mitmgmtfaculty.mit.edu\/jhauser\/research-publications\/"},"modified":"2023-01-04T20:25:00","modified_gmt":"2023-01-04T20:25:00","slug":"research-publications","status":"publish","type":"page","link":"https:\/\/mitmgmtfaculty.mit.edu\/jhauser\/research-publications\/","title":{"rendered":"Research &amp; Publications"},"content":{"rendered":"<div id=\"pl-1143\"  class=\"panel-layout\" ><div id=\"pg-1143-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-1143-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-1143-0-0-0\" class=\"so-panel widget widget_mit-pf-jumbotron widget_mit_pf_jumbotron panel-first-child\" data-index=\"0\" ><div class=\"jumbotron-contained\" data-set=\"jumbotron\"><div class=\"hidden jumbotron\">    <div class=\"jumbotron--header\" style=\"background-image:url(https:\/\/mitmgmtfaculty.mit.edu\/jhauser\/wp-content\/themes\/mitfaculty2021\/assets\/images\/jumbotron_bg_blue.jpg);\">        <div class=\"container\"><div class=\"row\">            <div class=\"col-12 col-md-8\">                <div class=\"jumbotron--content\">                <h1>John R. Hauser<\/h1>                <\/div><!-- .jumbotron--content -->            <\/div><!-- .col -->            <div class=\"col-12 jumbotron--facultyimage\">            <div class=\"faculty-image\">                <img decoding=\"async\" class=\"img-responsive img-portfolio img-hover\" src=\"http:\/\/mitsloan.mit.edu\/shared\/ods\/images\/?ID=41271\" alt=\"John R. Hauser, Kirin Professor of Marketing at MIT Sloan School of Management\">            <\/div><!-- .faculty-image -->        <\/div><\/div><!-- .container -->    <\/div><!-- jumbotron--header --><\/div><!-- .row -->    <div class=\"header-bio\" data-set=\"header-bio\">        <div class=\"bio\">    <div class=\"jumbotron--bio\">            <div class=\"teasertext\"><p>John R. Hauser is the <em>Kirin Professor of Marketing\u00a0<\/em>at the MIT Sloan School of Management.<\/p>\n<\/div>    <\/div><!-- jumbotron--bio --><\/div><\/div><\/div><div class=\"d-none jumbotron bg-cover\" style=\"background-image:url(https:\/\/mitmgmtfaculty.mit.edu\/jhauser\/wp-content\/themes\/mitfaculty2021\/assets\/images\/jumbotron_bg_blue.jpg);\">\t<div class=\"container\">\t\t<div class=\"col-lg-8 col-md-8 col-sm-8 col-xs-12 no-padding-left\">\t\t<h1>John R. Hauser<\/h1>\t\t\t<div class=\"teasertext\"><p>John R. Hauser is the <em>Kirin Professor of Marketing\u00a0<\/em>at the MIT Sloan School of Management.<\/p>\n<\/div>\t<div class=\"cv-link\">\t\t<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?doc=1&DocumentID=14388\" class=\"btn btn-default btn-icon\" target=\"_blank\"><span class=\"fa fa-download fa-1\"><\/span>Download CV<i class=\"far fa-file-alt\"><\/i><\/a>\t<\/div><!-- .cv-link -->\t\t<\/div><!-- .col-lg-8 -->\t\t<div class=\"col-lg-4 col-md-4 col-sm-4 col-xs-12 no-padding-left\">\t\t\t<div class=\"faculty-image\">\t\t\t\t<a href=\"\"    ><img decoding=\"async\" class=\"img-responsive img-portfolio img-hover\" src=\"http:\/\/mitsloan.mit.edu\/shared\/ods\/images\/?ID=41271\" alt=\"John R. Hauser, Kirin Professor of Marketing at MIT Sloan School of Management\"><\/a>\t\t\t<\/div><!-- .faculty-image -->\t\t<\/div><!-- .col-lg-4 -->\t<\/div><!-- .container --><\/div><\/div><\/div><div id=\"panel-1143-0-0-1\" class=\"so-panel widget widget_mit-pf-research widget_mit_pf_research\" data-index=\"1\" ><h2 class=\"widget-title\">Featured Research<\/h2><div class=\"textwidget\"><p>\"<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3209307\">Leveraging the Power of Images in Predicting Product Return Rates<\/a>.\" \u200bDzyabura, Daria, Siham El Kihal, John R. Hauser, and Marat Ibragimov, forthcoming Marketing Science, 2023.<\/p>\n<p>\"<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=4253967#\" target=\"_blank\" rel=\"noopener\">Product Aesthetic Design: A Machine Learning Augmentation<\/a>.\" Burnap, Alex, John R. Hauser, and Artem Timoshenko, forthcoming Marketing Science, 2023.<\/p>\n<p>\"<a href=\"https:\/\/mitsloan.mit.edu\/shared\/ods\/documents?PublicationDocumentID=8202\" target=\"_blank\" rel=\"noopener\">Artificial Intelligence and User-generated Data are Transforming how Firms come to Understand Customer Needs<\/a>.\" Hauser, John R., Chengfeng Mao,and James Li forthcoming <em>Review of Marketing Research<\/em>, K. Sudhir and Olivier Toubia, eds. (2022)<\/p>\n<p>\"<a href=\"https:\/\/sloanreview.mit.edu\/article\/is-deep-learning-a-game-changer-for-marketing-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">Is Deep Learning a Game Changer for Market Analytics?<\/a>\"\u00a0Urban, Glen, Artem Timoshenko, Paramveer Dhillon, and John R. Hauser. <em>MIT Sloan Management Review<\/em> Vol. 61, No. 2 (2020): 71-76. <a href=\"http:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=5952\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a>.<\/p>\n<p>\"<a href=\"http:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=5576\" target=\"_blank\" rel=\"noopener noreferrer\">The Strategic Implications of\u00a0Scale in Choice-Based Conjoint Analysis<\/a>.\"\u00a0Hauser, John R., Felix Eggers, and Matthew Selove. <em>Marketing Science<\/em> Vol. 38, No. 6 (2019): 1059-1081. <a href=\"http:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=5578\" target=\"_blank\" rel=\"noopener\">Appendices<\/a>.<\/p>\n<p>\"<a href=\"https:\/\/doi.org\/10.1287\/mksc.2018.1144\" target=\"_blank\" rel=\"noopener noreferrer\">Recommending Products When Consumers Learn their Preference\u00a0Weights<\/a>.\"\u00a0Dzyabura, Daria and John R. Hauser. <em>Marketing Science<\/em> Vol. 38, No. 3 (2019): 417-441. <a href=\"http:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=5083\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a>.<\/p>\n<p>\"<a href=\"https:\/\/doi.org\/10.1287\/mksc.2018.1123\" target=\"_blank\" rel=\"noopener noreferrer\">Identifying Customer Needs from User Generated Content<\/a>.\"\u00a0\u200bTimoshenko, Artem and John R. Hauser. <em>Marketing Science<\/em> Vol. 38, No. 1 (2019): 1-20. <a href=\"http:\/\/mitsloan.mit.edu\/shared\/ods\/documents\/?PublicationDocumentID=5084\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a>.<\/p>\n<\/div><\/div><div id=\"panel-1143-0-0-2\" class=\"so-panel widget widget_mit_area_interest_widget\" data-index=\"2\" ><h2 class=\"widget-title\">Teaching Interests<\/h2><ul><li>Marketing Management<\/li><li>New Product and Service Development <\/li><li>Competitive Marketing Strategy<\/li><li>Marketing Models <\/li><li>Measurement and Marketing Research <\/li><li>Research Methodology <\/li><li>Marketing Analytics <\/li><\/ul><\/div><div id=\"panel-1143-0-0-3\" class=\"so-panel widget widget_mit_area_interest_widget\" data-index=\"3\" ><h2 class=\"widget-title\">Research Interests<\/h2><ul><li>Consumer decision measurement: conjoint analysis, non-compensatory methods, adaptive methods, machine learning methods, strategic importance of accuracy. <\/li><li>Product forecasting: information acceleration, really-new products, incentive-aligned games. <\/li><li>Consumer behavior: cognitive simplicity in decision making and in dynamic models, theory-based models, vivid stimuli. <\/li><li>Morphing: website, banner, product assortment. <\/li><li>Voice of the customer methods, defensive and competitive strategy, new product development, experimental and quasi-experimental methods. <\/li><li>Machine learning applications: customer needs from UGC, recommendation systems based on preference learning, aesthetics in product design, the identification of new design gaps. <\/li><\/ul><\/div><div id=\"panel-1143-0-0-4\" class=\"so-panel widget widget_mit_media_highlights_widget panel-last-child\" data-index=\"4\" ><h2 class=\"widget-title\">More About John<\/h2><div class=\"row\">\n\t\t\n\t\t\n\t\t\n\t\t\t\t<div class=\"col-lg-6 col-md-6 col-sm-12 col-xs-12\"><div class=\"highlight\">\t<a href=\"https:\/\/scholar.google.com\/citations?user=N6s8mO4AAAAJ&hl=en\" target=\"_blank\">\t<h4>Publications on Google Scholar<\/h4>\t<\/a>\t<p>John's Google Scholar page<\/p><div class=\"social social-0\">\n\t\t\t\t\t\t<span class=\"fa-stack fa-1x\">\n\t\t\t\t\t\t\t<a class=\"facebook customer share\" href=\"http:\/\/www.facebook.com\/sharer.php?u=https:\/\/scholar.google.com\/citations?user=N6s8mO4AAAAJ&hl=en\" title=\"Share on Facebook\" aria-label=\"Share on Facebook Publications on Google Scholar\" target=\"_blank\">\n\t\t\t\t\t\t\t\t<i class=\"fa fa-square fa-stack-2x facebook\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"fa fa-facebook fa-stack-1x\"><\/i>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t<span class=\"fa-stack fa-1x\">\n\t\t\t\t\t\t  <a class=\"twitter customer share\" href=\"http:\/\/twitter.com\/share?url=https:\/\/scholar.google.com\/citations?user=N6s8mO4AAAAJ&hl=en&amp;text=Publications+on+Google+Scholar\" title=\"Share on Twitter\" aria-label=\"Share on Twitter Publications on Google Scholar\" target=\"_blank\">\n\t\t\t\t\t\t\t\t<i class=\"fa fa-square fa-stack-2x twitter\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"fab fa-x-twitter fa-stack-1x\"><\/i>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t<span class=\"fa-stack fa-1x\">\n\t\t\t\t\t\t  <a class=\"linkedin customer share\" href=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&url=https:\/\/scholar.google.com\/citations?user=N6s8mO4AAAAJ&hl=en\" title=\"Share on LinkedIn\" aria-label=\"Share on Linkedin Publications on Google Scholar\" target=\"_blank\">\n\t\t\t\t\t\t\t\t<i class=\"fa fa-square fa-stack-2x linkedin\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"fa fa-linkedin fa-stack-1x\"><\/i>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/span><\/div><\/div><!-- .highlight --><\/div><!-- .col --><div class=\"col-lg-6 col-md-6 col-sm-12 col-xs-12\"><div class=\"highlight\">\t<a href=\"https:\/\/hypermorphingtechnologies.com\/\" target=\"_blank\">\t<h4>Hyper Morphing Technologies <\/h4>\t<\/a>\t<p>John R. Hauser is a co-founder and serves on the board of Hyper Morphing Technologies, Inc.<\/p><div class=\"social social-2\">\n\t\t\t\t\t\t<span class=\"fa-stack fa-1x\">\n\t\t\t\t\t\t\t<a class=\"facebook customer share\" href=\"http:\/\/www.facebook.com\/sharer.php?u=https:\/\/hypermorphingtechnologies.com\/\" title=\"Share on Facebook\" aria-label=\"Share on Facebook Hyper Morphing Technologies \" target=\"_blank\">\n\t\t\t\t\t\t\t\t<i class=\"fa fa-square fa-stack-2x facebook\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"fa fa-facebook fa-stack-1x\"><\/i>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t<span class=\"fa-stack fa-1x\">\n\t\t\t\t\t\t  <a class=\"twitter customer share\" href=\"http:\/\/twitter.com\/share?url=https:\/\/hypermorphingtechnologies.com\/&amp;text=Hyper+Morphing+Technologies+\" title=\"Share on Twitter\" aria-label=\"Share on Twitter Hyper Morphing Technologies \" target=\"_blank\">\n\t\t\t\t\t\t\t\t<i class=\"fa fa-square fa-stack-2x twitter\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"fab fa-x-twitter fa-stack-1x\"><\/i>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t<span class=\"fa-stack fa-1x\">\n\t\t\t\t\t\t  <a class=\"linkedin customer share\" href=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&url=https:\/\/hypermorphingtechnologies.com\/\" title=\"Share on LinkedIn\" aria-label=\"Share on Linkedin Hyper Morphing Technologies \" target=\"_blank\">\n\t\t\t\t\t\t\t\t<i class=\"fa fa-square fa-stack-2x linkedin\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"fa fa-linkedin fa-stack-1x\"><\/i>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/span><\/div><\/div><!-- .highlight --><\/div><!-- .col -->\t\t<\/div><!-- .row -->\n\t<\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>John R. Hauser John R. Hauser is the Kirin Professor of Marketing\u00a0at the MIT Sloan School of Management. John R. Hauser John R. Hauser is the Kirin Professor of Marketing\u00a0at the MIT Sloan School of Management. Download CV Featured Research&#8221;Leveraging the Power of Images in Predicting Product Return Rates.&#8221; \u200bDzyabura, Daria, Siham El Kihal, John [&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-1143","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>Research &amp; Publications - John R. 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