IDEAS home Printed from https://ideas.repec.org/a/eee/jomega/v89y2019icp136-150.html
   My bibliography  Save this article

Targeted advertising by asymmetric firms

Author

Listed:
  • Zhang, Jianqiang
  • He, Xiuli

Abstract

In competitive businesses, weak firms that incur high costs may have an “advantage of the weak” when competing against strong firms that spend low costs. They could deploy strategies that are not so appealing to strong firms, thereby getting benefits from competition. This paper investigates whether this “advantage of the weak” works in the advertising market. We develop a duopoly model where two firms compete on informative advertising. While endowed with asymmetric costs, the two firms endogenously choose between mass advertising and targeted advertising. Using a game theoretic method, we find that targeted advertising implies less wastage, more flexible decision, and less fierce competition. However, targeted advertising indirectly closes the gap between the costs of the two firms. As a result, targeted advertising may benefit the high-cost firm at the expense of the low-cost firm. We also analyze the case of imperfect targeting and predict that imperfection of targeted advertising tends to restore the low-cost firm’s cost advantage, thereby making the low-cost firm better off. By extending the model to incorporate targeted pricing and various cost functions, we check the robustness of the model and get more insights about asymmetric competition on targeted advertising. Overall, this paper claims that new technologies on targeting provide the less efficient firm opportunities to catch up with its competitor.

Suggested Citation

  • Zhang, Jianqiang & He, Xiuli, 2019. "Targeted advertising by asymmetric firms," Omega, Elsevier, vol. 89(C), pages 136-150.
  • Handle: RePEc:eee:jomega:v:89:y:2019:i:c:p:136-150
    DOI: 10.1016/j.omega.2018.10.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305048318305784
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.omega.2018.10.007?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jianqiang Zhang & Weijun Zhong & Shue Mei, 2012. "Competitive effects of informative advertising in distribution channels," Marketing Letters, Springer, vol. 23(3), pages 561-584, September.
    2. Varian, Hal R, 1980. "A Model of Sales," American Economic Review, American Economic Association, vol. 70(4), pages 651-659, September.
    3. Greg Shaffer & Z. John Zhang, 2002. "Competitive One-to-One Promotions," Management Science, INFORMS, vol. 48(9), pages 1143-1160, September.
    4. Avi Goldfarb & Catherine Tucker, 2011. "Online Display Advertising: Targeting and Obtrusiveness," Marketing Science, INFORMS, vol. 30(3), pages 389-404, 05-06.
    5. Fare, Rolf & Grosskopf, Shawna & Seldon, Barry J. & Tremblay, Victor J., 2004. "Advertising efficiency and the choice of media mix: a case of beer," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 503-522, April.
    6. Ireland, Norman J, 1993. "The Provision of Information in a Bertrand Oligopoly," Journal of Industrial Economics, Wiley Blackwell, vol. 41(1), pages 61-76, March.
    7. Yuxin Chen & Ganesh Iyer, 2002. "Research Note Consumer Addressability and Customized Pricing," Marketing Science, INFORMS, vol. 21(2), pages 197-208, November.
    8. Poulin, Marc & Montreuil, Benoit & Martel, Alain, 2006. "Implications of personalization offers on demand and supply network design: A case from the golf club industry," European Journal of Operational Research, Elsevier, vol. 169(3), pages 996-1009, March.
    9. Bert de Reyck & Zeger Degraeve, 2003. "Broadcast Scheduling for Mobile Advertising," Operations Research, INFORMS, vol. 51(4), pages 509-517, August.
    10. Ganesh Iyer & David Soberman & J. Miguel Villas-Boas, 2005. "The Targeting of Advertising," Marketing Science, INFORMS, vol. 24(3), pages 461-476, May.
    11. Avi Goldfarb & Catherine Tucker, 2011. "Rejoinder--Implications of "Online Display Advertising: Targeting and Obtrusiveness"," Marketing Science, INFORMS, vol. 30(3), pages 413-415, 05-06.
    12. Narasimhan, Chakravarthi, 1988. "Competitive Promotional Strategies," The Journal of Business, University of Chicago Press, vol. 61(4), pages 427-449, October.
    13. Lola Esteban & Agustín Gil & Jose M. Hernández, 2001. "Informative Advertising and Optimal Targeting in a Monopoly," Journal of Industrial Economics, Wiley Blackwell, vol. 49(2), pages 161-180, June.
    14. Peitz, Martin & Valletti, Tommaso M., 2008. "Content and advertising in the media: Pay-tv versus free-to-air," International Journal of Industrial Organization, Elsevier, vol. 26(4), pages 949-965, July.
    15. David A. Soberman, 2004. "Research Note: Additional Learning and Implications on the Role of Informative Advertising," Management Science, INFORMS, vol. 50(12), pages 1744-1750, December.
    16. Nada Ben Elhadj-Ben Brahim & Rim Lahmandi-Ayed & Didier Laussel, 2014. "Is Targeted Advertising always Beneficial?," World Scientific Book Chapters, in: Kaddour Hadri & William Mikhail (ed.), Econometric Methods and Their Applications in Finance, Macro and Related Fields, chapter 20, pages 551-585, World Scientific Publishing Co. Pte. Ltd..
    17. Deane, Jason & Agarwal, Anurag, 2012. "Scheduling online advertisements to maximize revenue under variable display frequency," Omega, Elsevier, vol. 40(5), pages 562-570.
    18. Stahl II Dale O., 1994. "Oligopolistic Pricing and Advertising," Journal of Economic Theory, Elsevier, vol. 64(1), pages 162-177, October.
    19. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, December.
    20. Rosa Branca Esteves, 2009. "Customer Poaching And Advertising," Journal of Industrial Economics, Wiley Blackwell, vol. 57(1), pages 112-146, March.
    21. Justin P. Johnson, 2013. "Targeted advertising and advertising avoidance," RAND Journal of Economics, RAND Corporation, vol. 44(1), pages 128-144, March.
    22. Rosa-Branca Esteves & Joana Resende, 2016. "Competitive Targeted Advertising with Price Discrimination," Marketing Science, INFORMS, vol. 35(4), pages 576-587, July.
    23. Shen, Yuelin, 2018. "Pricing contracts and planning stochastic resources in brand display advertising," Omega, Elsevier, vol. 81(C), pages 183-194.
    24. John Turner, 2012. "The Planning of Guaranteed Targeted Display Advertising," Operations Research, INFORMS, vol. 60(1), pages 18-33, February.
    25. Dirk Bergemann & Alessandro Bonatti, 2011. "Targeting in advertising markets: implications for offline versus online media," RAND Journal of Economics, RAND Corporation, vol. 42(3), pages 417-443, September.
    26. Esteban, Lola & Gil, Agustin & Hernandez, Jose M, 2001. "Informative Advertising and Optimal Targeting in a Monopoly," Journal of Industrial Economics, Wiley Blackwell, vol. 49(2), pages 161-180, June.
    27. Yongmin Chen, 1997. "Paying Customers to Switch," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 6(4), pages 877-897, December.
    28. Gene M. Grossman & Carl Shapiro, 1984. "Informative Advertising with Differentiated Products," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(1), pages 63-81.
    29. Anthony Dukes & Yunchuan Liu, 2010. "In-Store Media and Distribution Channel Coordination," Marketing Science, INFORMS, vol. 29(1), pages 94-107, 01-02.
    30. Tripathi, Arvind K. & Nair, Suresh K., 2007. "Narrowcasting of wireless advertising in malls," European Journal of Operational Research, Elsevier, vol. 182(3), pages 1023-1038, November.
    31. Jehoshua Eliashberg & Richard Steinberg, 1991. "Competitive Strategies for Two Firms with Asymmetric Production Cost Structures," Management Science, INFORMS, vol. 37(11), pages 1452-1473, November.
    32. Deza, Antoine & Huang, Kai & Metel, Michael R., 2015. "Chance constrained optimization for targeted Internet advertising," Omega, Elsevier, vol. 53(C), pages 90-96.
    33. Jeffrey D. Shulman & Xianjun Geng, 2013. "Add-on Pricing by Asymmetric Firms," Management Science, INFORMS, vol. 59(4), pages 899-917, April.
    34. Kaifu Zhang & Zsolt Katona, 2012. "Contextual Advertising," Marketing Science, INFORMS, vol. 31(6), pages 980-994, November.
    35. Chen, Bintong & Chen, Jing, 2017. "When to introduce an online channel, and offer money back guarantees and personalized pricing?," European Journal of Operational Research, Elsevier, vol. 257(2), pages 614-624.
    36. Yuxin Chen & Chakravarthi Narasimhan & Z. John Zhang, 2001. "Individual Marketing with Imperfect Targetability," Marketing Science, INFORMS, vol. 20(1), pages 23-41, November.
    37. Esther Gal-Or & Mordechai Gal-Or & Jerrold H. May & William E. Spangler, 2006. "Targeted Advertising Strategies on Television," Management Science, INFORMS, vol. 52(5), pages 713-725, May.
    38. Bagwell, Kyle, 2007. "The Economic Analysis of Advertising," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 28, pages 1701-1844, Elsevier.
    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. Lindo, Jason M. & Pineda-Torres, Mayra, 2021. "New Evidence on the Effects of Mandatory Waiting Periods for Abortion," Journal of Health Economics, Elsevier, vol. 80(C).
    2. Yan Cheng & Shue Mei & Weijun Zhong & Xing Gao, 2023. "Managing consumer privacy risk: The effects of privacy breach insurance," Electronic Commerce Research, Springer, vol. 23(2), pages 807-841, June.
    3. Wang, Guoqiang & Tan, Garry Wei-Han & Yuan, Yunpeng & Ooi, Keng-Boon & Dwivedi, Yogesh K., 2022. "Revisiting TAM2 in behavioral targeting advertising: A deep learning-based dual-stage SEM-ANN analysis," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    4. Li, Sanxi & Sun, Hailin & Yu, Jun, 2023. "Competitive targeted online advertising," International Journal of Industrial Organization, Elsevier, vol. 87(C).
    5. Zhao Jiang & Dan Wu, 2022. "Targeting Precision in Imperfect Targeted Advertising: Implications for the Regulation of Market Structure and Efficiency," SAGE Open, , vol. 12(1), pages 21582440221, March.
    6. Wensheng Yang & Yinyuan Si & Jinxing Zhang & Sen Liu & Andrea Appolloni, 2021. "Coordination Mechanism of Dual-Channel Supply Chains Considering Retailer Innovation Inputs," Sustainability, MDPI, vol. 13(2), pages 1-22, January.
    7. Wu, Xiangxiang & Zha, Yong & Yu, Yugang, 2022. "Asymmetric retailers’ sales effort competition in the presence of a manufacturer’s help," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 159(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. Zhao Jiang & Wu Dan & Liu Jie, 2020. "Distinct role of targeting precision of Internet-based targeted advertising in duopolistic e-business firms’ heterogeneous consumers market," Electronic Commerce Research, Springer, vol. 20(2), pages 453-474, June.
    2. Rosa Branca Esteves, 2009. "Customer Poaching And Advertising," Journal of Industrial Economics, Wiley Blackwell, vol. 57(1), pages 112-146, March.
    3. Zhao Jiang & Dan Wu, 2022. "Targeting Precision in Imperfect Targeted Advertising: Implications for the Regulation of Market Structure and Efficiency," SAGE Open, , vol. 12(1), pages 21582440221, March.
    4. Esteves, Rosa-Branca & Resende, Joana, 2019. "Personalized pricing and advertising: Who are the winners?," International Journal of Industrial Organization, Elsevier, vol. 63(C), pages 239-282.
    5. Zhang, Jianqiang & Liang, Qi & Huang, Jian, 2016. "Forward advertising: A competitive analysis of new product preannouncement," Information Economics and Policy, Elsevier, vol. 37(C), pages 3-12.
    6. Lola Esteban & José Hernández, 2014. "Endogenous direct advertising and price competition," Journal of Economics, Springer, vol. 112(3), pages 225-251, July.
    7. Rosa-Branca Esteves & Joana Resende, 2016. "Competitive Targeted Advertising with Price Discrimination," Marketing Science, INFORMS, vol. 35(4), pages 576-587, July.
    8. Wang, Wei & Li, Gang & Fung, Richard Y.K. & Cheng, T.C.E., 2019. "Mobile Advertising and Traffic Conversion: The Effects of Front Traffic and Spatial Competition," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 84-101.
    9. Esteves, Rosa-Branca & Cerqueira, Sofia, 2017. "Behavior-based pricing under imperfectly informed consumers," Information Economics and Policy, Elsevier, vol. 40(C), pages 60-70.
    10. Li, Changying & Li, Youping & Zhang, Jianhu, 2023. "Targeted advertising with R&D rivalry," Mathematical Social Sciences, Elsevier, vol. 124(C), pages 24-34.
    11. Rosa Brana Esteves & Joana Resende, 2017. "Personalized Pricing with Targeted Advertising: Who are the Winners?," NIPE Working Papers 02/2017, NIPE - Universidade do Minho.
    12. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    13. Flavio Pino, 2022. "The microeconomics of data – a survey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 635-665, September.
    14. Ganesh Iyer & David Soberman & J. Miguel Villas-Boas, 2005. "The Targeting of Advertising," Marketing Science, INFORMS, vol. 24(3), pages 461-476, May.
    15. Zhang, Jianqiang & Cao, Qingning & He, Xiuli, 2020. "Manufacturer encroachment with advertising," Omega, Elsevier, vol. 91(C).
    16. Sridhar Moorthy & Shervin Shahrokhi Tehrani, 2023. "Targeting Advertising Spending and Price on the Hotelling Line," Marketing Science, INFORMS, vol. 42(6), pages 1057-1079, November.
    17. Soberman, David A. & Xiang, Yi, 2022. "Designing the content of advertising in a differentiated market," International Journal of Research in Marketing, Elsevier, vol. 39(1), pages 190-211.
    18. Lola Esteban & José M. Hernández, 2017. "Perfect versus imperfect direct advertising, and market performance," Journal of Economics, Springer, vol. 122(1), pages 1-27, September.
    19. Li, Sanxi & Sun, Hailin & Yu, Jun, 2023. "Competitive targeted online advertising," International Journal of Industrial Organization, Elsevier, vol. 87(C).
    20. Galeotti, Andrea & Moraga-González, José Luis, 2008. "Segmentation, advertising and prices," International Journal of Industrial Organization, Elsevier, vol. 26(5), pages 1106-1119, September.

    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:eee:jomega:v:89:y:2019:i:c:p:136-150. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/375/description#description .

    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.