IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v184y2022ics0040162522005182.html
   My bibliography  Save this article

Impact of the perceived risk in influencers' product recommendations on their followers' purchase attitudes and intention

Author

Listed:
  • Cabeza-Ramírez, L. Javier
  • Sánchez-Cañizares, Sandra M.
  • Santos-Roldán, Luna M.
  • Fuentes-García, Fernando J.

Abstract

The impact of the use of influencers in recommending certain products to the audience has been highlighted in recent literature on social media marketing. However, this literature has barely considered the possible perception of risk associated with these recommendations on the part of consumers or the involvement of users with the product in their purchase intention. This paper fills this gap in the literature by analysing the possible interconnection between observational learning, product involvement and perceived risk on the effectiveness of influencers' recommendations. To this end, we propose a new exploratory model applying an approach grounded in observational learning and an extension of the theory of planned behaviour, analysed by means of PLS-SEM in a sample of 948 followers of influencers who recommend fashion products. The results have new implications for influencer marketing research by reporting the impact of risk on product attitude and purchase intention, although their predictive power was lower than expected. Furthermore, perceived authenticity of the message exerted the highest positive effect on attitude, and it was established as a significant mitigator of user-perceived risk. Finally, product involvement, a construct unexplored in previous studies, revealed a considerable influence on both perceived authenticity of the message and attitude.

Suggested Citation

  • Cabeza-Ramírez, L. Javier & Sánchez-Cañizares, Sandra M. & Santos-Roldán, Luna M. & Fuentes-García, Fernando J., 2022. "Impact of the perceived risk in influencers' product recommendations on their followers' purchase attitudes and intention," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  • Handle: RePEc:eee:tefoso:v:184:y:2022:i:c:s0040162522005182
    DOI: 10.1016/j.techfore.2022.121997
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162522005182
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2022.121997?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. Ringle, Christian M. & Götz, Oliver & Wetzels, Martin & Wilson, Bradley, 2009. "On the Use of Formative Measurement Specifications in Structural Equation Modeling: A Monte Carlo Simulation Study to Compare Covariance-Based and Partial Least Squares Model Estimation Methodologies," MPRA Paper 15390, University Library of Munich, Germany.
    2. Schade, Michael & Hegner, Sabrina & Horstmann, Florian & Brinkmann, Nora, 2016. "The impact of attitude functions on luxury brand consumption: An age-based group comparison," Journal of Business Research, Elsevier, vol. 69(1), pages 314-322.
    3. Forsythe, Sandra M. & Shi, Bo, 2003. "Consumer patronage and risk perceptions in Internet shopping," Journal of Business Research, Elsevier, vol. 56(11), pages 867-875, November.
    4. Shin, Eonyou & Lee, Jung Eun, 2021. "What makes consumers purchase apparel products through social shopping services that social media fashion influencers have worn?," Journal of Business Research, Elsevier, vol. 132(C), pages 416-428.
    5. Wang, Yichuan & Yu, Chiahui, 2017. "Social interaction-based consumer decision-making model in social commerce: The role of word of mouth and observational learning," International Journal of Information Management, Elsevier, vol. 37(3), pages 179-189.
    6. Das, Gopal & Wiener, Hillary J.D. & Kareklas, Ioannis, 2019. "To emoji or not to emoji? Examining the influence of emoji on consumer reactions to advertising," Journal of Business Research, Elsevier, vol. 96(C), pages 147-156.
    7. Femke Hilverda & Margôt Kuttschreuter, 2018. "Online Information Sharing About Risks: The Case of Organic Food," Risk Analysis, John Wiley & Sons, vol. 38(9), pages 1904-1920, September.
    8. Kim, Do Yuon & Kim, Hye-Young, 2021. "Trust me, trust me not: A nuanced view of influencer marketing on social media," Journal of Business Research, Elsevier, vol. 134(C), pages 223-232.
    9. Campbell, Colin & Farrell, Justine Rapp, 2020. "More than meets the eye: The functional components underlying influencer marketing," Business Horizons, Elsevier, vol. 63(4), pages 469-479.
    10. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    11. Braojos-Gomez, Jessica & Benitez-Amado, Jose & Javier Llorens-Montes, F., 2015. "How do small firms learn to develop a social media competence?," International Journal of Information Management, Elsevier, vol. 35(4), pages 443-458.
    12. Sokolova, Karina & Perez, Charles, 2021. "You follow fitness influencers on YouTube. But do you actually exercise? How parasocial relationships, and watching fitness influencers, relate to intentions to exercise," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    13. Imran Rahman, 2018. "The Interplay of Product Involvement and Sustainable Consumption: An Empirical Analysis of Behavioral Intentions Related to Green Hotels, Organic Wines and Green Cars," Sustainable Development, John Wiley & Sons, Ltd., vol. 26(4), pages 399-414, July.
    14. Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
    15. Bugshan, Hatem & Attar, Razaz Waheeb, 2020. "Social commerce information sharing and their impact on consumers," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    16. Arora, Anuja & Bansal, Shivam & Kandpal, Chandrashekhar & Aswani, Reema & Dwivedi, Yogesh, 2019. "Measuring social media influencer index- insights from facebook, Twitter and Instagram," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 86-101.
    17. Luis Javier Cabeza-Ramírez & Fernando J. Fuentes-García & Guzmán A. Muñoz-Fernandez, 2021. "Exploring the Emerging Domain of Research on Video Game Live Streaming in Web of Science: State of the Art, Changes and Trends," IJERPH, MDPI, vol. 18(6), pages 1-27, March.
    18. Abdul Bashiru Jibril & Michael Adu Kwarteng & Miloslava Chovancova & Michal Pilik, 2019. "The impact of social media on consumer-brand loyalty: A mediating role of online based-brand community," Cogent Business & Management, Taylor & Francis Journals, vol. 6(1), pages 1673640-167, January.
    19. Tafesse, Wondwesen & Wood, Bronwyn P., 2021. "Followers' engagement with instagram influencers: The role of influencers’ content and engagement strategy," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    20. Huang, Ching-Yuan & Chou, Chia-Jung & Lin, Pei-Ching, 2010. "Involvement theory in constructing bloggers' intention to purchase travel products," Tourism Management, Elsevier, vol. 31(4), pages 513-526.
    21. Barcelos, Renato Hübner & Dantas, Danilo C. & Sénécal, Sylvain, 2018. "Watch Your Tone: How a Brand's Tone of Voice on Social Media Influences Consumer Responses," Journal of Interactive Marketing, Elsevier, vol. 41(C), pages 60-80.
    22. Hajli, Nick, 2015. "Social commerce constructs and consumer's intention to buy," International Journal of Information Management, Elsevier, vol. 35(2), pages 183-191.
    23. Sokolova, Karina & Kefi, Hajer, 2020. "Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    24. Lertwannawit, Aurathai & Mandhachitara, Rujirutana, 2012. "Interpersonal effects on fashion consciousness and status consumption moderated by materialism in metropolitan men," Journal of Business Research, Elsevier, vol. 65(10), pages 1408-1416.
    25. Zaichkowsky, Judith Lynne, 1985. "Measuring the Involvement Construct," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(3), pages 341-352, December.
    26. Coltman, Tim & Devinney, Timothy M. & Midgley, David F. & Venaik, Sunil, 2008. "Formative versus reflective measurement models: Two applications of formative measurement," Journal of Business Research, Elsevier, vol. 61(12), pages 1250-1262, December.
    27. Alalwan, Ali Abdallah & Dwivedi, Yogesh K. & Rana, Nripendra P. & Algharabat, Raed, 2018. "Examining factors influencing Jordanian customers’ intentions and adoption of internet banking: Extending UTAUT2 with risk," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 125-138.
    28. Zhu, Wenlong & Mou, Jian & Benyoucef, Morad, 2019. "Exploring purchase intention in cross-border E-commerce: A three stage model," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 320-330.
    29. Wu He & Feng-Kwei Wang & Yong Chen & Shenghua Zha, 2017. "An exploratory investigation of social media adoption by small businesses," Information Technology and Management, Springer, vol. 18(2), pages 149-160, June.
    30. Yuan, Chun Lin & Moon, Hakil & Kim, Kyung Hoon & Wang, Shuman, 2021. "The influence of parasocial relationship in fashion web on customer equity," Journal of Business Research, Elsevier, vol. 130(C), pages 610-617.
    31. Pittman, Matthew & Abell, Annika, 2021. "More Trust in Fewer Followers: Diverging Effects of Popularity Metrics and Green Orientation Social Media Influencers," Journal of Interactive Marketing, Elsevier, vol. 56(C), pages 70-82.
    32. Xu, Yingjiao & Summers, Teresa A. & Belleau, Bonnie D., 2004. "Who buys American alligator?: Predicting purchase intention of a controversial product," Journal of Business Research, Elsevier, vol. 57(10), pages 1189-1198, October.
    33. Petrescu, Maria & O’Leary, Kathleen & Goldring, Deborah & Ben Mrad, Selima, 2018. "Incentivized reviews: Promising the moon for a few stars," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 288-295.
    34. Boulding, William & Kirmani, Amna, 1993. "A Consumer-Side Experimental Examination of Signaling Theory: Do Consumers Perceive Warranties as Signals of Quality?," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(1), pages 111-123, June.
    35. Masuda, Hisashi & Han, Spring H. & Lee, Jungwoo, 2022. "Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    36. Dash, Ganesh & Paul, Justin, 2021. "CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    37. Lin, Hsin-Chen & Swarna, Hepsi & Bruning, Patrick F., 2017. "Taking a global view on brand post popularity: Six social media brand post practices for global markets," Business Horizons, Elsevier, vol. 60(5), pages 621-633.
    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. Prabarani Palma Pramita & Tuning Rahayu & Chindira Kusvirgianie Diono & Evelyn Hendriana, 2023. "Effect of Psychological Factors on Investment Decisions of Millennial Investors in an Emerging Country," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 15(11), pages 1-83, November.

    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. Belanche, Daniel & Casaló, Luis V. & Flavián, Marta & Ibáñez-Sánchez, Sergio, 2021. "Building influencers' credibility on Instagram: Effects on followers’ attitudes and behavioral responses toward the influencer," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    2. Cheung, Man Lai & Leung, Wilson K.S. & Aw, Eugene Cheng-Xi & Koay, Kian Yeik, 2022. "“I follow what you post!†: The role of social media influencers’ content characteristics in consumers' online brand-related activities (COBRAs)," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    3. Barta, Sergio & Belanche, Daniel & Fernández, Ana & Flavián, Marta, 2023. "Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experience," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    4. Sharma, Manisha & Banerjee, Subhojit & Paul, Justin, 2022. "Role of social media on mobile banking adoption among consumers," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    5. Belanche, Daniel & Casaló, Luis V. & Flavián, Marta & Ibáñez-Sánchez, Sergio, 2021. "Understanding influencer marketing: The role of congruence between influencers, products and consumers," Journal of Business Research, Elsevier, vol. 132(C), pages 186-195.
    6. Hsieh, Jung-Kuei, 2023. "The impact of influencers' multi-SNS use on followers’ behavioral intentions: An integration of cue consistency theory and social identity theory," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    7. Tafesse, Wondwesen & Dayan, Mumin, 2023. "Content creators' participation in the creator economy: Examining the effect of creators’ content sharing frequency on user engagement behavior on digital platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    8. Jinjie Li & Jiayin Qi & Lianren Wu & Nan Shi & Xu Li & Yuxin Zhang & Yinyin Zheng, 2021. "The Continued Use of Social Commerce Platforms and Psychological Anxiety—The Roles of Influencers, Informational Incentives and FoMO," IJERPH, MDPI, vol. 18(22), pages 1-19, November.
    9. Odou, Philippe & Schill, Marie, 2020. "How anticipated emotions shape behavioral intentions to fight climate change," Journal of Business Research, Elsevier, vol. 121(C), pages 243-253.
    10. Lu, Hsiao-Han & Chen, Ching-Fu & Tai, Yi-Wen, 2024. "Exploring the roles of vlogger characteristics and video attributes on followers’ value perceptions and behavioral intention," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    11. Kareem M. Selem & Muhammad Haroon Shoukat & Syed Asim Shah & Marianny Jessica Brito Silva, 2023. "The dual effect of digital communication reinforcement drivers on purchase intention in the social commerce environment," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    12. Li, Wenting & Zhao, Fang & Lee, Ji Min & Park, Jiwoon & Septianto, Felix & Seo, Yuri, 2024. "How micro- (vs. mega-) influencers generate word of mouth in the digital economy age: The moderating role of mindset," Journal of Business Research, Elsevier, vol. 171(C).
    13. Aw, Eugene Cheng-Xi & Chuah, Stephanie Hui-Wen, 2021. "“Stop the unattainable ideal for an ordinary me!” fostering parasocial relationships with social media influencers: The role of self-discrepancy," Journal of Business Research, Elsevier, vol. 132(C), pages 146-157.
    14. Zhao, Xiaowen & Zhu, Zhenzhong & Shan, Minghui & Cao, Rui & Chen, Haipeng (Allan), 2024. "“Informers†or “entertainers†: The effect of social media influencers on consumers' green consumption," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    15. Lu, Chih-Cheng & Wu, Ing-Long & Hsiao, Wei-Hung, 2019. "Developing customer product loyalty through mobile advertising: Affective and cognitive perspectives," International Journal of Information Management, Elsevier, vol. 47(C), pages 101-111.
    16. Jin, S. Venus & Ryu, Ehri, 2020. "“I'll buy what she's #wearing†: The roles of envy toward and parasocial interaction with influencers in Instagram celebrity-based brand endorsement and social commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    17. Philippe Odou & Marie Schill, 2020. "How anticipated emotions shape behavioral intentions to fight climate change," Post-Print hal-02929920, HAL.
    18. Ooi, Keng-Boon & Lee, Voon-Hsien & Hew, Jun-Jie & Leong, Lai-Ying & Tan, Garry Wei-Han & Lim, Ai-Fen, 2023. "Social media influencers: An effective marketing approach?," Journal of Business Research, Elsevier, vol. 160(C).
    19. Peng, Yi & Lu, Liling, 2024. "Untangling influence: The effect of follower-followee comparison on social media engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    20. Edar Añaña & Belem Barbosa, 2023. "Digital Influencers Promoting Healthy Food: The Role of Source Credibility and Consumer Attitudes and Involvement on Purchase Intention," Sustainability, MDPI, vol. 15(20), pages 1-18, October.

    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:tefoso:v:184:y:2022:i:c:s0040162522005182. 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.sciencedirect.com/science/journal/00401625 .

    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.