Addressing Online Users’ Suspicion of Sponsored Search Results: Effects of Informational Cues

References

• Adomavicius G, Bockstedt JC, Curley SP, Jingjing Z (2019) Reducing recommender systems biases: An investigation of rating display designs. Management Inform. Systems Quart. 43(4):1321–1341.Crossref, Google Scholar
• Amiot CE, Sansfaçon S, Louis WR, Yelle M (2012) Can intergroup behaviors be emitted out of self-determined reasons? Testing the role of group norms and behavioral congruence in the internalization of discrimination and parity behaviors. Personality Soc. Psych. Bull. 38(1):63–76.Crossref, Google Scholar
• Animesh A, Ramachandran V, Viswanathan S (2010) Quality uncertainty and the performance of online sponsored search markets: An empirical investigation. Inform. Systems Res. 21(1):190–201.Link, Google Scholar
• Animesh A, Viswanathan S, Agarwal R (2011) Competing “creatively” in sponsored search markets: The effect of rank, differentiation strategy, and competition on performance. Inform. Systems Res. 22(1):153–169.Link, Google Scholar
• Bhattacherjee A (2002) Individual trust in online firms: Scale development and initial test. J. Management Inform. Systems 19(1):211–241.Crossref, Google Scholar
• Bloch PH, Richins ML (1983) Shopping without purchase: An investigation of consumer browsing behavior. Advances Consumer Res. 10(1):389–393.Google Scholar
• Bobko P, Barelka AJ, Hirshfield LM (2014a) The construct of state-level suspicion: A model and research agenda for automated and information technology (IT) contexts. Human Factors 56(3):489–508.Crossref, Google Scholar
• Bobko P, Barelka AJ, Hirshfield LM, Lyons JB (2014b) The construct of suspicion and how it can benefit theories and models in organizational science. J. Bus. Psych. 29(3):335–342.Crossref, Google Scholar
• Bond GD (2012) Focus on basic cognitive mechanisms and strategies in deception research (and remand custody of ‘wizards’ to Harry Potter movies). J. Appl. Res. Memory Cognition 1(2):128–130.Crossref, Google Scholar
• Boulding W, Kirmani A (1993) A consumer-side experimental examination of signaling theory: Do consumers perceive warranties as signals of quality? J. Consumer Res. 20(1):111–123.Crossref, Google Scholar
• Brown SA, Sias RW (2023) The fault in our stars: Molecular genetics and information technology use. Management Inform. Systems Quart. 47(2):483–510.Crossref, Google Scholar
• Burke M, Hornof A, Nilsen E, Gorman N (2005) High-cost banner blindness: Ads increase perceived workload, hinder visual search, and are forgotten. ACM Trans. Comput. Human Interactions 12(4):423–445.Crossref, Google Scholar
• Campbell MC, Kirmani A (2000) Consumers’ use of persuasion knowledge: The effects of accessibility and cognitive capacity on perceptions of an influence agent. J. Consumer Res. 27(1):69–83.Crossref, Google Scholar
• Campbell MC, Kirmani A (2008) I know what you’re doing and why you’re doing it: The use of the persuasion knowledge model in consumer research. Hugvstedt C, Herr PM, Kardes FR, eds. The Handbook of Consumer Psychology (Psychology Press, Mahwah, NJ), 549–575.Google Scholar
• Chaiken S, Maheswaran D (1994) Heuristic processing can bias systematic processing: Effects of source credibility, argument ambiguity, and task importance on attitude judgment. J. Personality Soc. Psych. 66(3):460–473.Crossref, Google Scholar
• Cheng N, Zhiqiang Z, Sarkar S (2022) Competing with the sharing economy: Incumbents’ reaction on review manipulation. Management Inform. Systems Quart. 46(3):1573–1602.Google Scholar
• Cho CH, Cheon HJ (2004) Why do people avoid advertising on the internet? J. Advertising 33(4):89–97.Crossref, Google Scholar
• Cohen J (1988) Statistical Power Analysis for the Behavioral Sciences (Lawrence Erlbaum Associates, Hillsdale, NJ).Google Scholar
• Costello JP, Malkoc SA (2022) Why are donors more generous with time than money? The role of perceived control over donations on charitable giving. J. Consumer Res. 49(4):678–696.Crossref, Google Scholar
• Currim IS, Sarin RK (1984) A comparative evaluation of multiattribute consumer preference models. Management Sci. 30(5):543–561.Link, Google Scholar
• Cyr D, Head M, Larios H, Pan B (2009) Exploring human images in website design: A multi-method approach. Management Inform. Systems Quart. 33(3):539–566.Crossref, Google Scholar
• De Jans S, Van de Sompel D, De Veirman M, Hudders L (2020) #Sponsored! How the recognition of sponsoring on Instagram posts affects adolescents’ brand evaluations through source evaluations. Comput. Human Behav. 109:106342.Crossref, Google Scholar
• DeCarlo TE (2005) The effects of sales message and suspicion of ulterior motives on salesperson evaluation. J. Consumer Psych. 15(3):238–249.Crossref, Google Scholar
• Deng H, Wang W, Lim KH (2022a) Repairing integrity-based trust violations in ascription disputes for potential customers in e-commerce. Management Inform. Systems Quart. 46(4):1983–2013.Crossref, Google Scholar
• Deng H, Wang W, Li S, Lim KH (2022b) Can positive online cues always reduce user avoidance of sponsored research results? Management Inform. Systems Quart. 46(1):35–70.Crossref, Google Scholar
• Dimoka A, Hong Y, Pavlou PA (2012) On product uncertainty in online markets: Theory and evidence. Management Inform. Systems Quart. 36(2):395–426.Crossref, Google Scholar
• Dou W, Lim KH, Su C, Zhou N, Cui N (2010) Brand positioning strategy using search engine marketing. Management Inform. Systems Quart. 34(2):261–279.Crossref, Google Scholar
• Elliott RH, Rosenbaum-Elliott R, Percy L, Pervan S (2015) Strategic Brand Management (Oxford University Press, Oxford, UK).Google Scholar
• Erdem T, Swait J (2004) Brand credibility, brand consideration, and choice. J. Consumer Res. 31(1):191–198.Crossref, Google Scholar
• Feldman JM, Lynch JG (1988) Self-generated validity and other effects of measurement on belief, attitude, intention, and behavior. J. Appl. Psych. 73(3):421–435.Crossref, Google Scholar
• Ferran C, Watts S (2008) Videoconferencing in the field: A heuristic processing model. Management Sci. 54(9):1565–1578.Google Scholar
• Ford GT, Smith DB, Swasy JL (1990) Consumer skepticism of advertising claims: Testing hypotheses from economics of information. J. Consumer Res. 16(4):433–441.Crossref, Google Scholar
• Geng X, Lin L, Whinston AB (2009) Effects of organizational learning and knowledge transfer on investment decisions under uncertainty. J. Management Inform. Systems 26(2):123–145.Crossref, Google Scholar
• Gifford WE, Bobbitt HR, John W, Slocum J (1979) Message characteristics and perceptions of uncertainty by organizational decision makers. Acad. Management J. 22(3):458–481.Crossref, Google Scholar
• Golman R, Hagmann D, Loewenstein G (2017) Information avoidance. J. Econom. Lit. 55(1):96–135.Crossref, Google Scholar
• Hardisty DJ, Pfeffer J (2017) Intertemporal uncertainty avoidance: When the future is uncertain, people prefer the present, and when the present is uncertain, people prefer the future. Management Sci. 63(2):519–527.Link, Google Scholar
• Hayes AF, Rockwood NJ (2017) Regression-based statistical mediation and moderation analysis in clinical research: Observations, recommendations, and implementation. Behav. Res. Therapy 98:39–57.Crossref, Google Scholar
• Hess MF, Cottrell JH (2016) Fraud risk management: A small business perspective. Bus. Horizons 59(1):13–18.Crossref, Google Scholar
• Hilton JL, Fein S, Miller DT (1993) Suspicion and dispositional inference. Personality Soc. Psych. Bull. 19(5):501–512.Crossref, Google Scholar
• Hou J-R, Zhang J, Zhang K (2023) Pictures that are worth a thousand donations: How emotions in project images drive the success of online charity fundraising campaigns? An image design perspective. Management Inform. Systems Quart. 47(2):535–583.Crossref, Google Scholar
• Hubbard TD, Pollock TG, Pfarrer MD, Rindova VP (2018) Safe bets or hot hands? How status and celebrity influence strategic alliance formations by newly public firms. Acad. Management J. 61(5):1976–1999.Google Scholar
• Im I, Dunn BK, Lee DI, Galletta DF, Jeong S-O (2019) Predicting the intent of sponsored search users: An exploratory user session-level analysis. Decision Support Systems 121:25–36.Crossref, Google Scholar
• Isaac MS, Grayson K (2017) Beyond skepticism: Can accessing persuasion knowledge bolster credibility? J. Consumer Res. 43(6):895–912.Google Scholar
• Kelman HC (1961) Processes of opinion change. Public Opinion Quart. 25(1):57–78.Crossref, Google Scholar
• Kent RJ, Allen CT (1994) Competitive interference effects in consumer memory for advertising: The role of brand familiarity. J. Marketing 58(3):97–105.Crossref, Google Scholar
• Kim K, Siva V (2019) The experts in the crowd: The role of reputable investors in a crowdfunding market. MIS Quart. 43(2):347–372.Google Scholar
• Kim PH, Ferrin DL, Cooper CD, Dirks KT (2004) Removing the shadow of suspicion: The effects of apology versus denial for repairing competence-versus integrity-based trust violations. J. Appl. Psych. 89(1):104–118.Crossref, Google Scholar
• Kim J, Lee HW, Gao H, Johnson RE (2021) When ceos are all about themselves: Perceived ceo narcissism and middle managers’ workplace behaviors amid the Covid-19 pandemic. J. Appl. Psych. 106(9):1283–1298.Google Scholar
• Kirmani A (1997) Advertising repetition as a signal of quality: If it’s advertised so much, something must be wrong. J. Advertising 26(3):77–86.Crossref, Google Scholar
• Kirmani A, Rao AR (2000) No pain, no gain: A critical review of the literature on signaling unobservable product quality. J. Marketing 64(2):66–79.Crossref, Google Scholar
• Kirmani A, Zhu R (2007) Vigilant against manipulation: The effect of regulatory focus on the use of persuasion knowledge. J. Marketing Res. 44(4):688–701.Crossref, Google Scholar
• Krosgaard MA, Brodt SE, Whitener EM (2002) Trust in the face of conflict: The role of managerial trustworthy behavior and organizational context. J. Appl. Psych. 87(2):312–319.Google Scholar
• Kuan KK, Zhong Y, Chau PY (2014) Informational and normative social influence in group-buying: Evidence from self-reported and EEG data. J. Management Inform. Systems 30(4):151–178.Crossref, Google Scholar
• Lam CK, Huang X, Janssen O (2010) Contextualizing emotional exhaustion and positive emotional display: The signaling effects of supervisors’ emotional exhaustion and service climate. J. Appl. Psych. 95(2):368–376.Google Scholar
• Lee J, Britt BC, Kanthawala S (2023) Taking the lead in misinformation-related conversations in social media networks during a mass shooting crisis. Internet Res. 33(2):638–663.Crossref, Google Scholar
• Lei Z, Yin D, Zhang H (2021) Focus within or on others: The impact of reviewers’ attentional focus on review helpfulness. Inform. Systems Res. 32(3):801–819.Link, Google Scholar
• Levine TR, McCornack SA (1991) The dark side of trust: Conceptualizing and measuring types of communicative suspicion. Comm. Quart. 39(4):325–340.Crossref, Google Scholar
• Li X, Hitt LM (2010) Price effects in online product reviews: An analytical model and empirical analysis. Management Inform. Systems Quart. 34(4):809–831.Crossref, Google Scholar
• Liang C, Hong Y, Chen P-Y, Shao BBM (2022) The screening role of design parameters for service procurement auctions in online service outsourcing platforms. Inform. Systems Res. 33(4):1324–1343.Google Scholar
• Lim KH, Sia CL, Lee MKO, Benbasat I (2006) Do I trust you online, and if so, will I buy? An empirical study of two trust-building strategies. J. Management Inform. Systems 23(2):233–266.Crossref, Google Scholar
• Liu BQ, Goodhue DL (2012) Two worlds of trust for potential e-commerce users: Humans as cognitive misers. Inform. Systems Res. 23(4):1246–1262.Link, Google Scholar
• Long F, Jerath K, Sarvary M (2022) Designing an online retail marketplace: Leveraging information from sponsored advertising. Marketing Sci. 41(1):115–138.Link, Google Scholar
• Main KJ, Dahl DW, Darke PR (2007) Deliberative and automatic bases of suspicion: Empirical evidence of the sinister attribution error. J. Consumer Psych. 17(1):59–69.Crossref, Google Scholar
• Mishra S, Umesh U, Stem DE Jr (1993) Antecedents of the attraction effect: An information-processing approach. J. Marketing Res. 30(3):331–349.Crossref, Google Scholar
• Moravec PL, Kim A, Dennis AR (2020) Appealing to sense and sensibility: System 1 and system 2 interventions for fake news on social media. Inform. Systems Res. 31(3):987–1006.Link, Google Scholar
• Nadkarni S, Gupta R (2007) A task-based model of perceived website complexity. MIS Quart. 31(3):501–524.Google Scholar
• Netemeyer RG, Krishnan B, Pullig C, Wang G, Yagci M, Dean D, Ricks J, Wirth F (2004) Developing and validating measures of facets of customer-based brand equity. J. Bus. Res. 57(2):209–224.Crossref, Google Scholar
• Newell SJ, Goldsmith RE (2001) The development of a scale to measure perceived corporate credibility. J. Bus. Res. 52(3):235–247.Crossref, Google Scholar
• Porck JP, Matta FK, Hollenbeck JR, Oh JK, Lanaj K, Lee SM (2019) Social identification in multiteam systems: The role of depletion and task complexity. Acad. Management J. 62(4):1137–1162.Google Scholar
• Preacher KJ (2015) Advances in mediation analysis: A survey and synthesis of new developments. Annual Rev. Psych. 66(1):825–852.Crossref, Google Scholar
• PriceWaterhouseCoopers (2022) Internet advertising revenue report: Full year 2021. https://www.iab.com/wp-content/uploads/2022/04/IAB_Internet_Advertising_Revenue_Report_Full_Year_2021.pdf.Google Scholar
• Roth PL, Bobko P, Shan G, Roth R, Ferrise E, Thatcher JB (2024) Doxing, political affiliation, and type of information: Effects on suspicion, perceived similarity, and hiring related judgements. J. Appl. Psych. 109(5):730–754.Crossref, Google Scholar
• Salovaara A, Lyytinen K, Penttinen E (2019) High reliability in digital organizing: Mindlessness, the frame problem, and digital operations. Management Inform. Systems Quart. 43(2):555–578.Crossref, Google Scholar
• Shadish WR, Cook TD, Campbell DT (2002) Experimental and Quasi-Experimental Designs for Generalized Causal Inference (Houghton Mifflin, Boston).Google Scholar
• Sinaceur M (2010) Suspending judgment to create value: Suspicion and trust in negotiation. J. Experiment. Soc. Psych. 46(3):543–550.Crossref, Google Scholar
• Sundar SS, Xu Q, Oeldorf-Hirsch A (2009) Authority vs. peer: How interface cues influence users. CHI ‘09 Extended Abstracts Human Factors Comput. Systems (ACM, New York), 4231–4236.Google Scholar
• Tan X, Wang Y, Tan Y (2019) Impact of live chat on purchase in electronic markets: The moderating role of information cues. Inform. Systems Res. 30(4):1248–1271.Google Scholar
• Turel O, Osatuyi B (2021) Biased credibility and sharing of fake news on social media: Considering peer context and self-objectivity state. J. Management Inform. Systems 38(4):931–958.Crossref, Google Scholar
• Urbany JE, Dickson PR, Wilkie WL (1989) Buyer uncertainty and information search. J. Consumer Res. 16(2):208–215.Crossref, Google Scholar
• Venkatesh V, Thong JYL, Chan FKY, Hu PJH (2016) Managing citizens’ uncertainty in e-government services: The mediating and moderating roles of transparency and trust. Inform. Systems Res. 27(1):87–111.Link, Google Scholar
• Walker HJ, Feild HS, Bernerth JB, Becton JB (2012) Diversity cues on recruitment websites: Investigating the effects on job seekers’ information processing. J. Appl. Psych. 97(1):214–224.Google Scholar
• Wang W, Wang M (2019) Effects of sponsorship disclosure on perceived integrity of biased recommendation agents: Psychological contract violation and knowledge-based trust perspectives. Inform. Systems Res. 30(2):507–522.Link, Google Scholar
• Wang W, Xu J, Wang M (2018a) Effects of recommendation neutrality and sponsorship disclosure on trust vs. distrust in online recommendation agents: Moderating role of explanations for organic recommendations. Management Sci. 64(11):5198–5219.Link, Google Scholar
• Wang A, Zhang M, Hann I-H (2018b) Socially nudged: A quasi-experimental study of friends’ social influence in online product ratings. Inform. Systems Res. 29(3):641–655.Link, Google Scholar
• Wang H, Du R, Shen W, Qiu L, Fan W (2022) Product reviews: A benefit, a burden, or a trifle? How seller reputation affects the role of product reviews. MIS Quart. 46(2):1243–1272.Google Scholar
• Wells JD, Valacich JS, Hess TJ (2011) What signals are you sending? How website quality influences perceptions of product quality and purchase intentions. MIS Quart. 35(2):373–396.Google Scholar
• Xiao B, Benbasat I (2011) Product-related deception in e-commerce: A theoretical perspective. Management Inform. Systems Quart. 35(1):169–196.Crossref, Google Scholar
• Yi C, Jiang Z, Benbasat I (2017) Designing for diagnosticity and serendipity: An investigation of social product search mechanisms. Inform. Systems Res. 28(2):413–429.Link, Google Scholar
• Yi C, Jiang Z, Li X, Lu X (2019) Leveraging user-generated content for product promotion: The effects of firm-highlighted reviews. Inform. Systems Res. 30(3):711–725.Link, Google Scholar
• Yu T, Marakas G (2019) How people perceive sponsored search ads: Toward a unified research model. Proc. 25th Americas Conf. Inform. Systems (Association for Information Systems, Atlanta).Google Scholar