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Consumer Heterogeneity and Paid Search Effectiveness: A Large‐Scale Field Experiment

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Cited by:

  1. Susan Athey & Michael Luca, 2019. "Economists (and Economics) in Tech Companies," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 209-230, Winter.
  2. Navdeep Sahni, 2015. "Effect of temporal spacing between advertising exposures: Evidence from online field experiments," Quantitative Marketing and Economics (QME), Springer, vol. 13(3), pages 203-247, September.
  3. Burguet, Roberto & Caminal, Ramon & Ellman, Matthew, 2015. "In Google we trust?," International Journal of Industrial Organization, Elsevier, vol. 39(C), pages 44-55.
  4. Navdeep S. Sahni & Charles Zhang, 2024. "Are consumers averse to sponsored messages? The role of search advertising in information discovery," Quantitative Marketing and Economics (QME), Springer, vol. 22(1), pages 63-114, March.
  5. Andrey Simonov & Shawndra Hill, 2021. "Competitive Advertising on Brand Search: Traffic Stealing and Click Quality," Marketing Science, INFORMS, vol. 40(5), pages 923-945, September.
  6. Navdeep S. Sahni & Harikesh S. Nair, 2020. "Sponsorship Disclosure and Consumer Deception: Experimental Evidence from Native Advertising in Mobile Search," Marketing Science, INFORMS, vol. 39(1), pages 5-32, January.
  7. Bradley T. Shapiro, 2020. "Advertising in Health Insurance Markets," Marketing Science, INFORMS, vol. 39(3), pages 587-611, May.
  8. Berman, Ron & Heller, Yuval, 2020. "Naive Analytics Equilibrium," MPRA Paper 103824, University Library of Munich, Germany.
  9. Guy Aridor & Rafael Jiménez-Durán & Ro'ee Levy & Lena Song, 2024. "The Economics of Social Media," CESifo Working Paper Series 10934, CESifo.
  10. Lorenzo Coviello & Uri Gneezy & Lorenz Götte, 2017. "A Large-Scale Field Experiment to Evaluate the Effectiveness of Paid Search Advertising," CESifo Working Paper Series 6684, CESifo.
  11. Hana Choi & Carl F. Mela, 2019. "Monetizing Online Marketplaces," Marketing Science, INFORMS, vol. 38(6), pages 948-972, November.
  12. Brett R Gordon & Kinshuk Jerath & Zsolt Katona & Sridhar Narayanan & Jiwoong Shin & Kenneth C Wilbur, 2019. "Inefficiencies in Digital Advertising Markets," Papers 1912.09012, arXiv.org, revised Feb 2020.
  13. Joel Barajas & Ram Akella & Marius Holtan & Aaron Flores, 2016. "Experimental Designs and Estimation for Online Display Advertising Attribution in Marketplaces," Marketing Science, INFORMS, vol. 35(3), pages 465-483, May.
  14. Mariia I. Okuneva & Dmitriy B. Potapov, 2015. "The Effectiveness of Individual Targeting Through Smartphone Application in Retail: Evidence from Field Experiment," HSE Working papers WP BRP 47/MAN/2015, National Research University Higher School of Economics.
  15. Massimo Motta & Antonio Penta, 2022. "Market effects of sponsored search auctions," Economics Working Papers 1844, Department of Economics and Business, Universitat Pompeu Fabra.
  16. Randall Lewis & Dan Nguyen, 2015. "Display advertising’s competitive spillovers to consumer search," Quantitative Marketing and Economics (QME), Springer, vol. 13(2), pages 93-115, June.
  17. Xiang Hui & Meng Liu, 2022. "Quality Certificates Alleviate Consumer Aversion to Sponsored Search Advertising," CESifo Working Paper Series 9886, CESifo.
  18. Lacetera, Nicola & Macis, Mario & Mele, Angelo, 2014. "Viral Altruism? Generosity and Social Contagion in Online Networks," IZA Discussion Papers 8171, Institute of Labor Economics (IZA).
  19. Francesco Decarolis & Maris Goldmanis & Antonio Penta, 2020. "Marketing Agencies and Collusive Bidding in Online Ad Auctions," Management Science, INFORMS, vol. 66(10), pages 4433-4454, October.
  20. Nick Hanley & Mikolaj Czajkowski, 2016. "What is the Causal Impact of Knowledge on Preferences in Stated Preference Studies?," Discussion Papers in Environment and Development Economics 2016-09, University of St. Andrews, School of Geography and Sustainable Development.
  21. Hauschultz, Frederik Plum & Munk-Nielsen, Anders, 2020. "Markups on Drop-Downs: Prominence in Pharmaceutical Markets∗," MPRA Paper 104582, University Library of Munich, Germany.
  22. Jan Krämer, & Daniel Schnurr,, 2018. "Is there a need for platform neutrality regulation in the EU?," Telecommunications Policy, Elsevier, vol. 42(7), pages 514-529.
  23. Lesley Chiou & Catherine E. Tucker, 2022. "How Do Restrictions on Advertising Affect Consumer Search?," Management Science, INFORMS, vol. 68(2), pages 866-882, February.
  24. Sridhar Narayanan & Kirthi Kalyanam, 2015. "Position Effects in Search Advertising and their Moderators: A Regression Discontinuity Approach," Marketing Science, INFORMS, vol. 34(3), pages 388-407, May.
  25. Randall Lewis & Justin M. Rao & David H. Reiley, 2015. "Measuring the Effects of Advertising: The Digital Frontier," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 191-218, National Bureau of Economic Research, Inc.
  26. Francesco Decarolis & Gabriele Rovigatti, 2017. "Online Auctions and Digital Marketing Agencies," Working Papers 17-08, NET Institute.
  27. Jia Liu & Shawndra Hill, 2021. "Frontiers: Moment Marketing: Measuring Dynamics in Cross-Channel Ad Effectiveness," Marketing Science, INFORMS, vol. 40(1), pages 13-22, January.
  28. Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2016. "Search Engine Optimization: What Drives Organic Traffic to Retail Sites?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 25(1), pages 6-31, March.
  29. Caio Waisman & Navdeep S. Sahni & Harikesh S. Nair & Xiliang Lin, 2019. "Parallel Experimentation and Competitive Interference on Online Advertising Platforms," Papers 1903.11198, arXiv.org, revised Feb 2024.
  30. Helmut Wasserbacher & Martin Spindler, 2021. "Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls," Papers 2107.04851, arXiv.org.
  31. Garrett A. Johnson & Randall A. Lewis & David H. Reiley, 2017. "When Less Is More: Data and Power in Advertising Experiments," Marketing Science, INFORMS, vol. 36(1), pages 43-53, January.
  32. Helmut Wasserbacher & Martin Spindler, 2022. "Machine learning for financial forecasting, planning and analysis: recent developments and pitfalls," Digital Finance, Springer, vol. 4(1), pages 63-88, March.
  33. Uddin, Main & Wang, Liang Choon & Smyth, Russell, 2021. "Do government-initiated energy comparison sites encourage consumer search and lower prices? Evidence from an online randomized controlled experiment in Australia," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 167-182.
  34. Brett R. Gordon & Florian Zettelmeyer & Neha Bhargava & Dan Chapsky, 2019. "A Comparison of Approaches to Advertising Measurement: Evidence from Big Field Experiments at Facebook," Marketing Science, INFORMS, vol. 38(2), pages 193-225, March.
  35. Christos Genakos & Tommaso Valletti & Frank Verboven, 2018. "Evaluating market consolidation in mobile communications," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(93), pages 45-100.
  36. Andrey Simonov & Chris Nosko & Justin M. Rao, 2018. "Competition and Crowd-Out for Brand Keywords in Sponsored Search," Marketing Science, INFORMS, vol. 37(2), pages 200-215, March.
  37. Bart J. Bronnenberg & Jean-Pierre Dubé & Chad Syverson, 2022. "Marketing Investment and Intangible Brand Capital," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 53-74, Summer.
  38. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
  39. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2023. "Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(5), pages 2208110120-, January.
  40. Przemys?aw Jeziorski & Sridhar Moorthy, 2018. "Advertiser Prominence Effects in Search Advertising," Management Science, INFORMS, vol. 64(3), pages 1365-1383, March.
  41. Huang, Yangguang & Xie, Yu, 2023. "Search algorithm, repetitive information, and sales on online platforms," International Journal of Industrial Organization, Elsevier, vol. 88(C).
  42. Erik Brynjolfsson & Avinash Collis & W. Erwin Diewert & Felix Eggers & Kevin J. Fox, 2020. "Measuring the Impact of Free Goods on Real Household Consumption," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 25-30, May.
  43. Kim, Alex Jiyoung & Jang, Sungha & Shin, Hyun S., 2021. "How should retail advertisers manage multiple keywords in paid search advertising?," Journal of Business Research, Elsevier, vol. 130(C), pages 539-551.
  44. de Haan, Evert & Wiesel, Thorsten & Pauwels, Koen, 2016. "The effectiveness of different forms of online advertising for purchase conversion in a multiple-channel attribution framework," International Journal of Research in Marketing, Elsevier, vol. 33(3), pages 491-507.
  45. Pauwels, Koen & Demirci, Ceren & Yildirim, Gokhan & Srinivasan, Shuba, 2016. "The impact of brand familiarity on online and offline media synergy," International Journal of Research in Marketing, Elsevier, vol. 33(4), pages 739-753.
  46. George Gui & Harikesh Nair & Fengshi Niu, 2021. "Auction Throttling and Causal Inference of Online Advertising Effects," Papers 2112.15155, arXiv.org, revised Feb 2022.
  47. Randall Lewis & David Reiley, 2014. "Online ads and offline sales: measuring the effect of retail advertising via a controlled experiment on Yahoo!," Quantitative Marketing and Economics (QME), Springer, vol. 12(3), pages 235-266, September.
  48. Alexandre Chirat, 2022. "Consumer sovereignty in the digital society," EconomiX Working Papers 2022-25, University of Paris Nanterre, EconomiX.
  49. Chalil, Tengku Munawar & Dahana, Wirawan Dony & Baumann, Chris, 2020. "How do search ads induce and accelerate conversion? The moderating role of transaction experience and organizational type," Journal of Business Research, Elsevier, vol. 116(C), pages 324-336.
  50. Dirk Bergemann & Alessandro Bonatti, 2015. "Selling Cookies," American Economic Journal: Microeconomics, American Economic Association, vol. 7(3), pages 259-294, August.
  51. Kireyev, Pavel & Pauwels, Koen & Gupta, Sunil, 2016. "Do display ads influence search? Attribution and dynamics in online advertising," International Journal of Research in Marketing, Elsevier, vol. 33(3), pages 475-490.
  52. Thomas W. Frick & Rodrigo Belo & Rahul Telang, 2023. "Incentive Misalignments in Programmatic Advertising: Evidence from a Randomized Field Experiment," Management Science, INFORMS, vol. 69(3), pages 1665-1686, March.
  53. Suciu Marta Christina & Năsulea Christian & Năsulea Diana Florentina, 2019. "The Long-Term Effectiveness of Advertising Driven Sales for E-Commerce SMEs," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 13(1), pages 1180-1191, May.
  54. Campbell, Colin & Runge, Julian & Bates, Kenneth & Haefele, Stacey & Jayaraman, Neeraj, 2022. "It’s time to close the experimentation gap in advertising: Confronting myths surrounding ad testing," Business Horizons, Elsevier, vol. 65(4), pages 437-446.
  55. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
  56. Xiang Hui, 2020. "Facilitating Inclusive Global Trade: Evidence from a Field Experiment," Management Science, INFORMS, vol. 66(4), pages 1737-1755, April.
  57. Matveenko, Andrei & Starkov, Egor, 2023. "Sparking curiosity or tipping the scales? Targeted advertising with consumer learning," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 172-192.
  58. Weijia Dai & Hyunjin Kim & Michael Luca, 2023. "Frontiers: Which Firms Gain from Digital Advertising? Evidence from a Field Experiment," Marketing Science, INFORMS, vol. 42(3), pages 429-439, May.
  59. Rafael P. Greminger, 2022. "Heterogeneous Position Effects and the Power of Rankings," Papers 2210.16408, arXiv.org, revised Dec 2023.
  60. George Z. Gui, 2024. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Marketing Science, INFORMS, vol. 43(2), pages 378-391, March.
  61. Ajay Agrawal & John Horton & Nicola Lacetera & Elizabeth Lyons, 2015. "Digitization and the Contract Labor Market: A Research Agenda," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 219-250, National Bureau of Economic Research, Inc.
  62. Francesco Decarolis & Gabriele Rovigatti, 2021. "From Mad Men to Maths Men: Concentration and Buyer Power in Online Advertising," American Economic Review, American Economic Association, vol. 111(10), pages 3299-3327, October.
  63. Adena, Maja & Hager, Anselm, 2020. "Does online fundraising increase charitable giving? A nation-wide field experiment on Facebook," Discussion Papers, Research Unit: Economics of Change SP II 2020-302, WZB Berlin Social Science Center.
  64. Navdeep S. Sahni, 2015. "Effect of temporal spacing between advertising exposures: Evidence from online field experiments," Quantitative Marketing and Economics (QME), Springer, vol. 13(3), pages 203-247, September.
  65. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
  66. Hidalgo-Hidalgo, Marisa & Jiménez, Natalia & López-Pintado, Dunia, 2021. "Social influence and position effects," Journal of Economic Behavior & Organization, Elsevier, vol. 182(C), pages 113-131.
  67. Naoki Aizawa & You Suk Kim, 2020. "Public and Private Provision of Information in Market-Based Public Programs: Evidence from Advertising in Health Insurance Marketplaces," NBER Working Papers 27695, National Bureau of Economic Research, Inc.
  68. Stephen J. Anderson & Rajesh Chandy & Bilal Zia, 2018. "Pathways to Profits: The Impact of Marketing vs. Finance Skills on Business Performance," Management Science, INFORMS, vol. 64(12), pages 5559-5583, December.
  69. Rex Yuxing Du & Mingyu Joo & Kenneth C. Wilbur, 2019. "Advertising and brand attitudes: Evidence from 575 brands over five years," Quantitative Marketing and Economics (QME), Springer, vol. 17(3), pages 257-323, September.
  70. Haoyan Sun & Ming Fan & Yong Tan, 2020. "An Empirical Analysis of Seller Advertising Strategies in an Online Marketplace," Information Systems Research, INFORMS, vol. 31(1), pages 37-56, March.
  71. Dotson, Jeffrey P. & Fan, Ruixue Rachel & Feit, Elea McDonnell & Oldham, Jeffrey D. & Yeh, Yi-Hsin, 2017. "Brand Attitudes and Search Engine Queries," Journal of Interactive Marketing, Elsevier, vol. 37(C), pages 105-116.
  72. Stefan Bechtold & Catherine Tucker, 2014. "Trademarks, Triggers, and Online Search," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 11(4), pages 718-750, December.
  73. Wei Zhou & Zidong Wang, 2020. "Competing for Search Traffic in Query Markets: Entry Strategy, Platform Design, and Entrepreneurship," Working Papers 20-12, NET Institute.
  74. Stephan Seiler & Song Yao & Wenbo Wang, 2017. "Does Online Word of Mouth Increase Demand? (And How?) Evidence from a Natural Experiment," Marketing Science, INFORMS, vol. 36(6), pages 838-861, November.
  75. Elizabeth Schroeder & Carol Horton Tremblay & Victor J. Tremblay, 2022. "CEO Bias and Product Substitutability in Oligopoly Games," Games, MDPI, vol. 13(2), pages 1-23, March.
  76. Xiaomeng Du & Meng Su & Xiaoquan (Michael) Zhang & Xiaona Zheng, 2017. "Bidding for Multiple Keywords in Sponsored Search Advertising: Keyword Categories and Match Types," Information Systems Research, INFORMS, vol. 28(4), pages 711-722, December.
  77. Jin Li & Ye Luo & Xiaowei Zhang, 2021. "Causal Reinforcement Learning: An Instrumental Variable Approach," Papers 2103.04021, arXiv.org, revised Sep 2022.
  78. Brett R. Gordon & Robert Moakler & Florian Zettelmeyer, 2023. "Close Enough? A Large-Scale Exploration of Non-Experimental Approaches to Advertising Measurement," Marketing Science, INFORMS, vol. 42(4), pages 768-793, July.
  79. Kirthi Kalyanam & John McAteer & Jonathan Marek & James Hodges & Lifeng Lin, 2018. "Cross channel effects of search engine advertising on brick & mortar retail sales: Meta analysis of large scale field experiments on Google.com," Quantitative Marketing and Economics (QME), Springer, vol. 16(1), pages 1-42, March.
  80. Yoonseock Son & Wonseok Oh & Sang Pil Han & Sungho Park, 2020. "When Loyalty Goes Mobile: Effects of Mobile Loyalty Apps on Purchase, Redemption, and Competition," Information Systems Research, INFORMS, vol. 31(3), pages 835-847, September.
  81. Vilma Todri, 2022. "Frontiers: The Impact of Ad-Blockers on Online Consumer Behavior," Marketing Science, INFORMS, vol. 41(1), pages 7-18, January.
  82. Yangguang Huang, 2021. "Search Algorithm and Sales on Online Platforms: Evidence from Food Delivery Platforms," HKUST CEP Working Papers Series 202101, HKUST Center for Economic Policy.
  83. Gui Liberali & Alina Ferecatu, 2022. "Morphing for Consumer Dynamics: Bandits Meet Hidden Markov Models," Marketing Science, INFORMS, vol. 41(4), pages 769-794, July.
  84. Osinga, Ernst C. & Zevenbergen, Menno & van Zuijlen, Mark W.G., 2019. "Do mobile banner ads increase sales? Yes, in the offline channel," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 439-453.
  85. Natalie Cox & Benjamin Handel & Jonathan Kolstad & Neale Mahoney, 2015. "Messaging and the Mandate: The Impact of Consumer Experience on Health Insurance Enrollment through Exchanges," American Economic Review, American Economic Association, vol. 105(5), pages 105-109, May.
  86. Bradley T. Shapiro & Günter J. Hitsch & Anna E. Tuchman, 2021. "TV Advertising Effectiveness and Profitability: Generalizable Results From 288 Brands," Econometrica, Econometric Society, vol. 89(4), pages 1855-1879, July.
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  88. Calvano, Emilio & Polo, Michele, 2021. "Market power, competition and innovation in digital markets: A survey," Information Economics and Policy, Elsevier, vol. 54(C).
  89. Darius Schlangenotto & Dennis Kundisch & Nancy V. Wünderlich, 2018. "Is paid search overrated? When bricks-and-mortar-only retailers should not use paid search," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(4), pages 407-421, November.
  90. Raluca M. Ursu, 2018. "The Power of Rankings: Quantifying the Effect of Rankings on Online Consumer Search and Purchase Decisions," Marketing Science, INFORMS, vol. 37(4), pages 530-552, August.
  91. Stylianos Despotakis & Jungju Yu, 2023. "Multidimensional Targeting and Consumer Response," Management Science, INFORMS, vol. 69(8), pages 4518-4540, August.
  92. Hildenbrand, Hannah-Maria & von Rueden, Christina & Viete, Steffen, 2021. "Measuring the online platform economy in Germany," Working Papers 07/2021, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
  93. Ron Berman & Christophe Van den Bulte, 2022. "False Discovery in A/B Testing," Management Science, INFORMS, vol. 68(9), pages 6762-6782, September.
  94. Jura Liaukonyte & Thales Teixeira & Kenneth C. Wilbur, 2015. "Television Advertising and Online Shopping," Marketing Science, INFORMS, vol. 34(3), pages 311-330, May.
  95. Sasaki, Shusaku, 2019. "Majority size and conformity behavior in charitable giving: Field evidence from a donation-based crowdfunding platform in Japan," Journal of Economic Psychology, Elsevier, vol. 70(C), pages 36-51.
  96. Michael Sinkinson & Amanda Starc, 2015. "Ask Your Doctor? Direct-to-Consumer Advertising of Pharmaceuticals," NBER Working Papers 21045, National Bureau of Economic Research, Inc.
  97. Daniel Zantedeschi & Eleanor McDonnell Feit & Eric T. Bradlow, 2017. "Measuring Multichannel Advertising Response," Management Science, INFORMS, vol. 63(8), pages 2706-2728, August.
  98. Rex Yuxing Du & Mingyu Joo & Kenneth C. Wilbur, 2018. "Advertising and Brand Attitudes: Evidence from 575 Brands over Five Years," Papers 1810.07783, arXiv.org.
  99. Matthew Chesnes & Weijia (Daisy) Dai & Ginger Zhe Jin, 2014. "Banning Foreign Pharmacies from Sponsored Search: The Online Consumer Response," NBER Working Papers 20088, National Bureau of Economic Research, Inc.
  100. Weijia Dai & Hyunjin Kim & Michael Luca, 2016. "Which Firms Gain from Digital Advertising? Evidence from a Field Experiment," Harvard Business School Working Papers 17-025, Harvard Business School, revised Jan 2023.
  101. Patrick Winter & Paul Alpar, 2020. "Effects of search engine advertising on user clicks, conversions, and basket choice," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(4), pages 837-862, December.
  102. Anoek Castelein & Dennis Fok & Richard Paap, 2019. "Dynamics in clickthrough and conversion probabilities of paid search advertisements," Tinbergen Institute Discussion Papers 19-056/III, Tinbergen Institute.
  103. Joseph Golden & John Joseph Horton, 2021. "The Effects of Search Advertising on Competitors: An Experiment Before a Merger," Management Science, INFORMS, vol. 67(1), pages 342-362, January.
  104. Garrett Johnson & Julian Runge & Eric Seufert, 2022. "Privacy-Centric Digital Advertising: Implications for Research," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 9(1), pages 49-54, June.
  105. Shunyao Yan & Klaus M. Miller & Bernd Skiera, 2020. "How Does the Adoption of Ad Blockers Affect News Consumption?," Papers 2005.06840, arXiv.org, revised Aug 2021.
  106. Yoshimoto, Hisayuki & Nakabayashi, Jun, 2019. "Search and resale frictions in a two-sided online platform: A case of multi-use assets," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 85-105.
  107. Ron Berman, 2018. "Beyond the Last Touch: Attribution in Online Advertising," Marketing Science, INFORMS, vol. 37(5), pages 771-792, September.
  108. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2022. "The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs," Papers 2206.10214, arXiv.org.
  109. George Z. Gui, 2020. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Papers 2010.05117, arXiv.org, revised Dec 2023.
  110. John H. Roberts, 2018. "Practice Prize Report: The 2016 ISMS Gary Lilien Practice Prize Competition," Marketing Science, INFORMS, vol. 37(5), pages 685-687, September.
  111. Brett R. Gordon & Robert Moakler & Florian Zettelmeyer, 2022. "Close Enough? A Large-Scale Exploration of Non-Experimental Approaches to Advertising Measurement," Papers 2201.07055, arXiv.org, revised Oct 2022.
  112. Matthew Chesnes & Weijia (Daisy) Dai & Ginger Zhe Jin, 2017. "Banning Foreign Pharmacies from Sponsored Search: The Online Consumer Response," Marketing Science, INFORMS, vol. 36(6), pages 879-907, November.
  113. Anja Lambrecht & Avi Goldfarb & Alessandro Bonatti & Anindya Ghose & Daniel Goldstein & Randall Lewis & Anita Rao & Navdeep Sahni & Song Yao, 2014. "How do firms make money selling digital goods online?," Marketing Letters, Springer, vol. 25(3), pages 331-341, September.
  114. Michael Thomas, 2020. "Spillovers from Mass Advertising: An Identification Strategy," Marketing Science, INFORMS, vol. 39(4), pages 807-826, July.
  115. Justin M. Rao & Andrey Simonov, 2019. "Firms’ reactions to public information on business practices: The case of search advertising," Quantitative Marketing and Economics (QME), Springer, vol. 17(2), pages 105-134, June.
  116. Raghav Singal & Omar Besbes & Antoine Desir & Vineet Goyal & Garud Iyengar, 2022. "Shapley Meets Uniform: An Axiomatic Framework for Attribution in Online Advertising," Management Science, INFORMS, vol. 68(10), pages 7457-7479, October.
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