Ad Blockers and Ad Quality

References

• Aaker DA, Bruzzone DE (1985) Causes of irritation in advertising. J. Marketing 49(2):47–57.Crossref, Google Scholar
• Alwitt LF, Prabhaker PR (1992) Functional and belief dimensions of attitudes to television advertising: Implications for copytesting. J. Advertising Res. 32(5):30–42.Crossref, Google Scholar
• Amaldoss W, Du J, Shin W (2021) Media platforms’ content provision strategies and sources of profits. Marketing Sci. 40(3):527–547.Link, Google Scholar
• An M (2020) Why people block ads (and what it means for marketers and advertisers). HubSpot (January 14), https://blog.hubspot.com/marketing/why-people-block-ads-and-what-it-means-for-marketers-and-advertisers?Google Scholar
• Anderson SP, Gans JS (2011) Platform siphoning: Ad-avoidance and media content. Amer. Econom. J.: Microeconom. 3(4):1–34.Crossref, Google Scholar
• Aseri M, Dawande M, Janakiraman G, Mookerjee VS (2020) Ad-blockers: A blessing or a curse? Inform. Systems Res. 31(2):627–646.Link, Google Scholar
• Athey S, Calvano E, Gans JS (2018) The impact of consumer multi-homing on advertising markets and media competition. Management Sci. 64(4):1574–1590.Link, Google Scholar
• Bauer RA, Greyser SA, Kanter DL, Weilbacher WM, et al. (1968) Advertising in America: The Consumer View (Harvard University, Division of Research, Graduate School of Business Administration, Boston).Google Scholar
• Bhat F (2015) Ad blocking’s unintended consequences. Harvard Bus. Rev. (August 12), https://hbr.org/2015/08/ad-blockings-unintended-consequences.Google Scholar
• Brahim NBE-B, Lahmandi-Ayed R, Laussel D (2011) Is targeted advertising always beneficial? Internat. J. Indust. Organ. 29(6):678–689.Crossref, Google Scholar
• Bruce NI, Krishnamoorthy A, Prasad A (2022) Advertising cycling to manage exclusivity loss in fashion styles. Oper. Res. 70(6):3125–3142.Link, Google Scholar
• Businessgateway (2024) Advertising: The basics. Accessed January 20, 2025, https://www.bgateway.com/resources/advertising-the-basics.Google Scholar
• Casner B, Teh T-H (2023) Content-hosting platforms: Discovery, membership, or both? Working paper, Bureau of Economics, Federal Trade Commission, Washington, DC.Google Scholar
• Chatterjee P, Zhou B (2021) Sponsored content advertising in a two-sided market. Management Sci. 67(12):7560–7574.Link, Google Scholar
• Chen Y, Liu Q (2022) Signaling through advertising when an ad can be blocked. Marketing Sci. 41(1):166–187.Link, Google Scholar
• Chen L, Roels G (2024) Fast or slow? Competing on publication frequency. Manufacturing Service Oper. Management 26(2):431–446.Link, Google Scholar
• Chiang IR, Jhang-Li J-H (2020) Competition through exclusivity in digital content distribution. Production Oper. Management 29(5):1270–1286.Crossref, Google Scholar
• Chiu C-H, Choi T-M, Dai X, Shen B, Zheng J-H (2018) Optimal advertising budget allocation in luxury fashion markets with social influences: A mean-variance analysis. Production Oper. Management 27(8):1611–1629.Crossref, Google Scholar
• Cruz-Eusebio J (2022) Repetition in advertising: The impact of frequency on your marketing strategy. brax (October 14), https://www.brax.io/blog/repetition-in-advertising-the-impact-of-frequency-on-your-marketing-strategy.Google Scholar
• d Johnson L (2021) The state of ad filtering in 2021. admonsters (August 19), https://www.admonsters.com/the-state-of-ad-filtering-in-2021/.Google Scholar
• De Corniere A, Sarvary M (2023) Social media and news: Content bundling and news quality. Management Sci. 69(1):162–178.Link, Google Scholar
• de Haan E (2024) The drivers and consequences of ad blocking: A self-filtering mechanism that increases ad effectiveness. J. Interactive Marketing 59(1):59–75.Crossref, Google Scholar
• Deeney J (2023) Ad rotation. Lunio (May 2), https://www.lunio.ai/glossary/ad-rotation.Google Scholar
• Despotakis S, Ravi R, Srinivasan K (2021) The beneficial effects of ad blockers. Management Sci. 67(4):2096–2125.Link, Google Scholar
• Dukes A, Liu Q (2024) The consumption of advertising in the digital age: Attention and ad content. Management Sci. 70(4):2086–2106.Link, Google Scholar
• Dukes A, Liu Q, Shuai J (2022) Skippable ads: Interactive advertising on digital media platforms. Marketing Sci. 41(3):528–547.Link, Google Scholar
• Edwards J (2015) Publishers need to stop whining about ad blocking. Bus. Insider (September 9), https://www.businessinsider.com/publishers-stop-whining-about-ad-blocking-if-youre-not-actually-doing-anything-about-it-2015-9?r=US\&IR=T.Google Scholar
• Fou A (2021) Why is ad tech targeting so bad? Forbes (May 5), https://www.forbes.com/sites/augustinefou/2021/05/05/why-is-ad-tech-targeting-so-bad/.Google Scholar
• Gardner MP (1983) Advertising effects on attributes recalled and criteria used for brand evaluations. J. Consumer Res. 10(3):310–318.Crossref, Google Scholar
• Geyser W (2024) How much do YouTube ads cost? Influencer Marketing Hub (September 20), https://influencermarketinghub.com/how-much-do-youtube-ads-cost/.Google Scholar
• Goldstein DG, Suri S, McAfee RP, Ekstrand-Abueg M, Diaz F (2014) The economic and cognitive costs of annoying display advertisements. J. Marketing Res. 51(6):742–752.Crossref, Google Scholar
• Gould J (2014) Don’t sell, entertain: The effectiveness of entertaining ads. LT (May 14), https://www.laneterralever.com/blog/dont-sell-entertain-the-effectiveness-of-entertaining-ads#gref.Google Scholar
• Gritckevich A, Katona Z, Sarvary M (2022) Ad blocking. Management Sci. 68(6):4703–4724.Link, Google Scholar
• Grover V (2018) What are ad blockers and how do they impact advertisers? spiceworks (June 26), https://www.spiceworks.com/marketing/advertising/articles/what-are-ad-blockers-and-how-do-they-impact-advertisers/.Google Scholar
• Guo L, Meng X (2015) Digital content provision and optimal copyright protection. Management Sci. 61(5):1183–1196.Link, Google Scholar
• Guo H, Zhao X, Hao L, Liu D (2019) Economic analysis of reward advertising. Production Oper. Management 28(10):2413–2430.Crossref, Google Scholar
• Hann I-H, Hui K-L, Lee S-YT, Png IP (2008) Consumer privacy and marketing avoidance: A static model. Management Sci. 54(6):1094–1103.Link, Google Scholar
• Hiebert P (2024) People want ads that make them laugh, research shows. AdWeek (June 18), https://www.adweek.com/creativity/people-want-funny-ads-cannes-lions-humor/.Google Scholar
• Hootsuite (2022) The global state of digital 2022. Accessed January 20, 2025, https://www.hootsuite.com/resources/digital-trends.Google Scholar
• Huang E (2009) The causes of youths’ low news consumption and strategies for making youths happy news consumers. Convergence 15(1):105–122.Crossref, Google Scholar
• Indeed (2022) What is the importance of advertising? (plus definition and tips). Accessed January 20, 2025, https://www.indeed.com/career-advice/career-development/importance-of-advertising.Google Scholar
• Indeed (2024) 6 key strengths of informative advertising (with examples). Accessed January 20, 2025, https://ca.indeed.com/career-advice/career-development/informative-advertising/.Google Scholar
• Ipate D (2022) 8 factors that influence your CPM. Impulse Anal. (March 28), https://www.impulse-analytics.com/en/8-factors-that-influence-your-cpm/.Google Scholar
• Jain S, Qian K (2021) Compensating online content producers: A theoretical analysis. Management Sci. 67(11):7075–7090.Link, Google Scholar
• Jain T, Hazra J, Cheng TE (2020) Illegal content monitoring on social platforms. Production Oper. Management 29(8):1837–1857.Crossref, Google Scholar
• Jiang B, Tian L, Zhou B (2019) Competition of content acquisition and distribution under consumer multipurchase. J. Marketing Res. 56(6):1066–1084.Crossref, Google Scholar
• Jiang Z-Z, Cui S, He N, Li K, Tian L (2023) Contract selection and piracy surveillance for video platforms in the age of social media. Production Oper. Management, ePub ahead of print March 14, https://doi.org/10.1111/poms.13990.Crossref, Google Scholar
• Johnson JP (2013) Targeted advertising and advertising avoidance. RAND J. Econom. 44(1):128–144.Crossref, Google Scholar
• Karlovitch S (2022) Consumers are looking for humor but brands aren’t delivering, survey says. MarketingDive (June 15), https://www.marketingdive.com/news/happiness-marketing-brand-consumer-oracle/625554/.Google Scholar
• Kelly-Gagnon M, Chassin Y (2011) The influence of advertising on consumption. Report, Montreal Economic Institute, Montreal.Google Scholar
• Kenton W (2024) Cost per thousand (CPM) definition and its role in marketing. Investopedia (August 26), https://www.investopedia.com/terms/c/cpm.asp.Google Scholar
• Kieu H (2024) YouTube ad benchmarks by industry: Measure campaigns in 2024. Mega Digital (December 22), https://megadigital.ai/en/blog/youtube-ad-benchmarks/.Google Scholar
• Kumar S, Tan Y, Wei L (2020) When to play your advertisement? Optimal insertion policy of behavioral advertisement. Inform. Systems Res. 31(2):589–606.Link, Google Scholar
• Lin S (2020) Two-sided price discrimination by media platforms. Marketing Sci. 39(2):317–338.Link, Google Scholar
• Liu Y, Feng J (2021) Does money talk? The impact of monetary incentives on user-generated content contributions. Inform. Systems Res. 32(2):394–409.Link, Google Scholar
• Liu Y, Yildirim P, Zhang ZJ (2022) Implications of revenue models and technology for content moderation strategies. Marketing Sci. 41(4):831–847.Link, Google Scholar
• Maynard M (2020) Blog about ad blocker. Napier (April 8), https://www.napierb2b.com/2020/04/ad-blocking-how-does-it-work-and-what-should-publishers-do-about-it/.Google Scholar
• Mayzlin D, Shin J (2011) Uninformative advertising as an invitation to search. Marketing Sci. 30(4):666–685.Link, Google Scholar
• Mediatool (2023) Product advertising: The blueprint for effective digital storytelling. camphouse (November 21), https://mediatool.com/blog/product-advertising.Google Scholar
• Mialki S (2024) How to avoid intrusive advertising & deliver better ads. Accessed January 20, 2025, https://instapage.com/blog/intrusive-advertising/.Google Scholar
• Morrissey B (2015) Forbes starts blocking ad-block users. Digiday (December 21), https://digiday.com/media/forbes-ad-blocking/.Google Scholar
• Nancholas B (2024) The effects of advertising on consumer behaviour. North Wales Management School (March 19), https://online.wrexham.ac.uk/the-effects-of-advertising-on-consumer-behaviour/.Google Scholar
• Nelson P (1974) Advertising as information. J. Political Econom. 82(4):729–754.Crossref, Google Scholar
• PageFair (2022) 2022 PageFair adblock report, PageFair, Dublin, Ireland, https://blockthrough.com/blog/2022-pagefair-adblock-report/.Google Scholar
• Pollay RW, Mittal B (1993) Here’s the beef: Factors, determinants, and segments in consumer criticism of advertising. J. Marketing 57(3):99–114.Crossref, Google Scholar
• Popescu DG, Crama P (2016) Ad revenue optimization in live broadcasting. Management Sci. 62(4):1145–1164.Link, Google Scholar
• Qian K, Jain S (2024) Digital content creation: An analysis of the impact of recommendation systems. Management Sci. 70(12):8668–8684.Link, Google Scholar
• Qian K, Xie Y (2022) The power of star creators: Evidence from the live streaming industry. Working paper, University of Massachusetts Amherst, Amherst, MA.Google Scholar
• Ray A, Ghasemkhani H, Kannan KN (2017) Ad-blockers: Extortionists or digital age robin hoods? Working paper, George Mason University, Fairfax, VA.Google Scholar
• Ren Q (2024a) Advertising and content creation on digital content platforms. Marketing Sci. 43(4):734–750.Link, Google Scholar
• Ren Q (2024b) Navigating the creator economy: An analysis of content promotion and view allocation policies on digital content platforms. Marketing Sci. 44(3):671–690.Link, Google Scholar
• Shen H, Li Y, Chen Y, Pan K (2021) Integrated ad delivery planning for targeted display advertising. Oper. Res. 69(5):1409–1429.Link, Google Scholar
• Shiller B, Waldfogel J, Ryan J (2018) The effect of ad blocking on website traffic and quality. RAND J. Econom. 49(1):43–63.Crossref, Google Scholar
• Siltanen R (2014) Yes, a Super Bowl ad really is worth $4 million. Forbes (January 29), https://www.forbes.com/sites/onmarketing/2014/01/29/yes-a-super-bowl-ad-really-is-worth-4-million/?sh=6e30fc7862e9.Google Scholar
• Singh N, Vives X (1984) Price and quantity competition in a differentiated duopoly. RAND J. Econom. 15(4):546–554.Crossref, Google Scholar
• Siu E (2024) Repetition in advertising: Why we keep repeating the same things. Single Grain (September 4), https://www.singlegrain.com/blog/ms/repetition-in-advertising/.Google Scholar
• Softcube (2020) 42 best Facebook video ad examples for 2020. Softcube Blog (February 7), https://softcube.com/best-facebook-video-ad-examples-2019/.Google Scholar
• Staff R (2018) German Supreme Court rules ad blockers legal, in defeat for Springer. Reuters (April 19), https://www.reuters.com/article/us-germany-trial-adblocking/german-supremecourt-rules-ad-blockers-legal-in-defeat-for-springeridUSKBN1HQ277.Google Scholar
• Statista (2023a) Cost-per-mille (CPM) of ads on selected social media platforms worldwide as of October 2021. Accessed January 20, 2025, https://www.statista.com/statistics/1273359/social-media-advertising-cpm/.Google Scholar
• Statista (2023b) Digital advertising in the United States - statistics & facts. Accessed January 20, 2025, https://www.statista.com/topics/1176/online-advertising/#topicOverview.Google Scholar
• Statista (2024) Number of adblock users worldwide in selected quarters from 2013 to 2023. Accessed January 20, 2025, https://www.statista.com/statistics/435252/adblock-users-worldwide/.Google Scholar
• The Guardian (2015) City AM becomes first UK newspaper to ban ad blocker users. Guardian (October 20), https://www.theguardian.com/media/2015/oct/20/city-am-ban-ad-blocker-users.Google Scholar
• Todri V (2022) Frontiers: The impact of ad-blockers on online consumer behavior. Marketing Sci. 41(1):7–18.Link, Google Scholar
• Villas-Boas JM, Yao Y (2021) A dynamic model of optimal retargeting. Marketing Sci. 40(3):428–458.Link, Google Scholar
• Wang C, Zhou B, Joshi YV (2024) Endogenous consumption and metered paywalls. Marketing Sci. 43(1):158–177.Link, Google Scholar
• Wei Y, Tian L, Jiang B (2023) Advertising format and content provision on revenue-sharing content platforms. Working paper, Shanghai University of Finance and Economics, Shanghai, China.Google Scholar
• Wilbur KC (2008) A two-sided, empirical model of television advertising and viewing markets. Marketing Sci. 27(3):356–378.Link, Google Scholar
• Wu Z, Zhu W, Crama P (2011) The newsvendor problem with advertising revenue. Manufacturing Service Oper. Management 13(3):281–296.Link, Google Scholar
• YouTube Help (2024) Advertiser-friendly content guidelines. Accessed January 20, 2025, https://support.google.com/youtube/answer/6162278?hl=en/.Google Scholar