研究生: |
陳心月 Chen, Sin-Yue |
---|---|
論文名稱: |
探討Instagram贊助廣告中廣告格式、廣告版位與個人化程度對消費者行為之影響 The Effects of Advertising Format, Advertisement Placement, and Personalization on Consumer Behavior on Instagram Sponsored Advertisements |
指導教授: |
林慧斐
Lin, Hui-Fei |
口試委員: |
蔣旭政
Chiang, Hsu-Cheng 游婉雲 Yu, Wan-Yun 林慧斐 LIN, Hui-Fei |
口試日期: | 2023/05/30 |
學位類別: |
碩士 Master |
系所名稱: |
大眾傳播研究所 Graduate Institute of Mass Communication |
論文出版年: | 2023 |
畢業學年度: | 111 |
語文別: | 中文 |
論文頁數: | 183 |
中文關鍵詞: | Instagram 、贊助廣告 、廣告格式 、廣告版位 、個人化 、自我參照 、社群媒體 、廣告效果 |
英文關鍵詞: | Instagram, sponsored advertisements, advertising format, advertisement placement, personalization, self-reference, social media, advertising effect |
研究方法: | 實驗設計法 |
DOI URL: | http://doi.org/10.6345/NTNU202301204 |
論文種類: | 學術論文 |
相關次數: | 點閱:282 下載:92 |
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數位時代的快速革新不斷影響資訊傳遞與接收的方式,品牌與消費者之間的互動模式亦趨多元,而在廣大的社群媒體類型中,Instagram強調視覺展現的特性使其在社群行銷領域佔有一席之地,更在推出商家廣告服務後,從提供無償參與的社群媒體平台,逐步轉為結合電商銷售的平台。因此本研究以Instagram社群媒體平台作為研究背景,採2(廣告格式:圖像vs.影片)x 2(廣告版位:動態消息vs. Reels)x 2(廣告個人化程度:個人化vs.非個人化)的三因子組間實驗設計,探討三者在消費者觀看Instagram贊助廣告後,對消費者產生的廣告效果影響。
本研究結果證實:(1)影片相較於圖像廣告格式更能引發消費者較佳之廣告注意力;(2)Reels相較於動態消息廣告版位更能引發消費者較佳之廣告注意力與廣告態度以及購買意願;(3)Instagram個人化廣告相較於非個人化廣告更能引發消費者較佳之廣告注意力與購買意願;(4)當觀看Reels廣告時,相較於圖像廣告格式,影片廣告格式更能引起消費者較佳之廣告態度與購買意願;(5)當Reels廣告版位搭配影片廣告格式時,相較於非個人化廣告,使用個人化廣告文案標語會引發消費者較佳的廣告注意力。
The rapid innovation in the digital age affects how people send and receive information continuously, and the interaction modes between brands and consumers also turn more diverse. Among various social media, with the feature that emphasizes visual presentation, Instagram makes it more popular in social marketing. After the launch of merchant advertising services, Instagram gradually transforms from a social media platform that provides free participation to a platform with a combination of e-commerce sales.
Based on the features of Instagram mentioned above, this study aims to take Instagram as the research background, adopting a two (advertising format: image vs. video) x two (advertisement placement: feed vs. Reels) x (advertising personalization degree: personalized vs. non-personalized) three-factor between-subject experimental design to explore the effect of the three factors on consumers' advertising effects after watching Instagram sponsored advertisements.
The results of this study showed that: (1) Compared with image advertising, videos advertising generated more favorable advertising attention in consumers; (2) compared with advertising placement, Reels stimulated better advertising attention, attitude, and purchase intention in consumers; (3) compared with non-personalized advertisements, Instagram personalized advertising stimulated better advertising attention and purchase intentions in consumers; (4) when viewing Reels advertising, compared with image advertising, the video advertising stimulated better advertising attitude and purchase intention in consumers; (5) when Reels advertising matches the video advertising, compared with non-personalized advertising, the use of personalized advertising stimulated better advertising attention in consumers.
Adsupervisor (2022年1月18日)。社交網絡最佳發帖時間懶人包。Adsupervisor。https://reurl.cc/pLzaob。
AsiaPac(2022年4月29日)。2022年旅遊業的數位行銷策略:在後疫情時代中將強勁復甦。AsiaPac。https://reurl.cc/qknE1n。
Chen C. (2023年1月10日)。2023 年必須知道的 Instagram 統計數據。Hububble。https://reurl.cc/zApn6a。
Chen, O.(2021年7月30日)。Advertising Strategies | Instagram廣告格式全攻略。adHub。https://reurl.cc/k1N84x。
ClaireC(2022年9月30日)。每個網站都要你接受 Cookie,Cookie 是什麼?同意了又會發生什麼。電腦王阿達。https://www.kocpc.com.tw/archives/461832。
Frier S.(2020)。Instagram崛起的內幕與代價:以及它如何改變了文化、商業、科技、媒體,與我們每一個人〔余韋達譯〕。臉譜。(原著出版年:2020)
Instagram Business團隊(2018年6月21日)。每用戶如何看待及使用Instagram Stories和動態消息。2023 Meta。https://reurl.cc/b7LWxX。
Kao S.(2022年11月2日)。Cookie退場!2024年全面進入Cookieless,品牌該如何佈局「後」精準行銷世代。EasyStore。https://reurl.cc/Ge9nDx。
Meta(n.d.)。關於Instagram廣告格式。2023 Meta。2023年4月9日。https://reurl.cc/NqbKq6。
Meta(n.d.)。關於Instagram廣告版位。2023 Meta。2023年4月9日。https://reurl.cc/d7147M。
MIC(2021年11月29日)。【社群與通訊消費者調查系列一】「限動」最吸引網友 行銷掌握黃金1分鐘原則 網友起床優先看Line群組 年輕族群更愛看IG。資策會產業情報研究所。https://reurl.cc/eXeMaW。
Su, J. (2021年11月26日)。IG 加強推廣貼文到底好不好?Instagram 加強推廣常見疑問總整理。adHub。https://reurl.cc/ZAa2aa。
Su, J. (2022年5月11日)。Instagram Reels 連續短片正式登台!品牌如何把握 IG 流量紅利新功能,搶佔社群短影音廣告新戰場。adHub。https://reurl.cc/WD50WD。
Yahoo(2022年9月26日)。2022程序化購買研究洞察。Yahoo。https://bit.ly/2022dspsurvey。
余淑吟(2019)。以PLS-SEM模式探討中高齡者在社群網路的使用強度與自我揭露對網路社會支持與自尊感的關係。國立臺灣科技大學人文社會學報。15(1),1-29。
冏(2022年1月19日)。【IG廣告】一次搞懂Instagram廣告的各大版位與投放步驟。數位馬克町。https://reurl.cc/zApnla。
李幸珊(2020)。以眼動儀方法研究行動裝置上橫幅廣告之盲點效應。國立中山大學資訊管理研究所碩士論文。
李家得(2003)。個人化行動廣告效果之研究-以無線簡訊服務為例。嘉義大學管理研究所碩士論文。
林慧斐(2014)。客製化與互動性多媒體簡訊行動廣告效果。行銷評論。11(1),1-28。
張庭瑋(2022年4月7日)。Cookieless 時代正式來臨!3 策略思維引領數位廣告的轉型之路。FC未來商務。https://fc.bnext.com.tw/articles/view/2120。
陳欣宜(2003)。網路書店個人化服務使用意向研究。國立中山大學傳播管理研究所碩士論文。
葉子華(2016)。行動廣告形式對使用者接受度與廣告價值之影響-以 Instagram 官方廣告為例。淡江大學大眾傳播學系碩士班學位論文。
董和昇(2002)。網站使用者資訊獲取策略之研究。國立中山大學資訊管理學系研究所博士論文。
蘇柔郡、吳筱玫(2018)。高中女生使用Instagram之日常美學:符擔性觀點。新聞學研究。135,139-191。
Abboud, D. G. (2021). Factors driving higher engagement rates of digital video advertising. Journal of Architecture, Arts and Humanistic Sciences, 6, 620-631.
Advertiser Perceptions. (2022, April 14). Third Party Data Declines As Advertisers Try New Targeting Strategies. Advertiser Perceptions. https://www.advertiserperceptions.com/cookieless-future-blog/
Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211.
Alba, J. W., & Hutchinson, J. W. (1987). Dimensions of Consumer Expertise. Journal of Consumer Research, 13(4), 411-454.
Amâncio, M. (2017). “Put it in your Story”: Digital Storytelling in Instagram and Snapchat Stories. Master Thesis, Uppsala Universitet.
Anand, B. N., & Shachar, R. (2009). Targeted advertising as a signal. Quantitative Marketing and Economics, 7(3), 237-266.
Bang, H., & Wojdynski, B. W. (2016). Tracking users’ visual attention and responses to personalized advertising based on task cognitive demand. Computers in Human Behavior, 55, 867-876.
Belanche, D., Cenjor, I. and Pérez-Rueda, A. (2019). Instagram Stories versus Facebook Wall: an advertising effectiveness analysis. Spanish Journal of Marketing - ESIC, 23(1), 69-94.
Bellman, S., Nenycz-Thiel, M., Kennedy, R., Hartnett, N., & Varan, D. (2019). Best measures of attention to creative tactics in TV advertising: when do attention-getting devices capture or reduce attention? Journal of Advertising Research, 59(3), 295-311.
Benway, J. P., & Lane, D. M. (1998). Banner blindness: Web searchers often miss “obvious” links. Itg Newsletter, 1(3), 1-22.
Bhatti, A., & Rahman, S. U. (2019). Perceived benefits and perceived risks effect on online shopping behavior with the mediating role of consumer purchase intention in Pakistan. International Journal of Management Studies, 26(1), 33-54.
Blackshaw, P., & Nazarro, M. (2006). Consumer-generated media (CGM) 101: Word-of mouth in the age of the web-fortified consumer. New York, NY: Nielsen Buzz Metrics.
Blunt W. (2022, June 2). 6 Awe-Inspiring Examples of Instagram Marketing for Travel Companies. Shortstack. https://reurl.cc/lvN1VQ
Bragge, J., Sunikka, A., & Kallio, H. (2013). An exploratory study on customer responses to personalized banner messages in the online banking context. Journal of Information Technology Theory and Application (JITTA), 13(3), 5-18.
Bruner II, G. C., & Kumar A. (2000). Web commercials and advertising hierarchy of effects. Journal of Advertising Research, 40(1-2), 35-42.
Bullmore, J. (2016, November 29). What is advertising? Advertising Association. https://adassoc.org.uk/credos/what-is-advertising/
Burke, M., Hornof, A., Nilsen, E., & Gorman, N. (2005). High-cost banner blindness: Ads increase perceived workload, hinder visual search, and are forgotten. ACM Transactions on Computer-Human Interaction, 12, 423-445.
Burnkrant, R. E., & Unnava, H. R. (1995). Effects of self-referencing on persuasion. Journal of Consumer Research, 22(1), 17-26.
Burns, K. S., & Lutz, R. J. (2006). The function of format: Consumer responses to six on-line advertising formats. Journal of Advertising, 35(1), 53-63.
Campbell, C., & Marks, LJ. (2015). Good native advertising is not a secret. Business Horizons, 58(6), 599-606.
Campbell, D. E., & Wright, R. T. (2008). Shut-up I don’t care: Understanding the role of relevance and interactivity on customer attitudes toward repetitive online advertising. Journal of Electronic Commerce Research, 9(1), 62-76.
Carah, N., & Shaul, M. (2015). Brands and Instagram: Point, tap, swipe, glance. Mobile Media & Communication, 4(1), 69-84.
Carah, N., Brown, M. G., & Hickman, S. (2022). Optimizing Looking and Buying on Instagram: Tracing the Platformization of Advertising and Retail on Mobile Social Media. Television & New Media, 0(0).
Carroll, A., Barnes, S. J., & Scornavacca, E. (2005). Unwired Business: Cases in Mobile Business, (In S. Barnes Ed.). Consumer perceptions and attitudes towards mobile marketing (pp.109-121). Hershey, PA: IRM Press.
Chang, Y., & Thorson, E. (2004). Television and web advertising synergies. Journal of Advertising, 33, 75-84.
Chatterjee, P. (2008). Are unclicked ads wasted? Enduring effects of banner and pop- up ad exposures on brand memory and attitudes. Journal of Electronic Commerce Research, 9(1), 56-61.
Chen, H. (2018). College-aged young consumers' perceptions of social media marketing: The story of Instagram. Journal of Current Issues & Research in Advertising, 39(1), 22-36.
Chen, P. T., & Hsieh, H. P. (2012). Personalized mobile advertising: Its key attributes, trends, and social impact. Technological Forecasting & Social Change ,79(3), 543-557.
Ching, R. K., Tong, P., Chen, J. S., & Chen, H. Y. (2013). Narrative online advertising: identification and its effects on attitude toward a product. Internet Research, 23(4), 414-438.
Constine J. (2018). Instagram launches IGTV app for creators, 1-hour video uploads. TechCrunch. https://techcrunch.com/2018/06/20/igtv/
Coyle, J. R., & Thorson, E. (2001). The effects of progressive levels of interactivity and vividness in Web marketing sites. Journal of Advertising, 30(3), 65-77.
Davenport, T. H., & Beck, J. (2001). The attention economy: Understanding the new currency of business (2nd ed.). Harvard Business Review Press, 37-53.
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. Computers in Human Behavior, 109, 106342.
De Keyzer, F., Dens, N., & De Pelsmacker, P. (2015). Is this for me? How Consumers Respond to Personalized Advertising on Social Network Sites. Journal of Interactive Advertising, 15(2), 124-134.
De Keyzer, F., Dens, N., & De Pelsmacker, P. (2022). How and When Personalized Advertising Leads to Brand Attitude, Click, and WOM Intention. Journal of Advertising, 51(1), 39-56.
De Veirman, M., & Hudders, L. (2020). Disclosing sponsored Instagram posts: the role of material connection with the brand and message-sidedness when disclosing covert advertising. International Journal of Advertising, 39(1), 94-130.
De Vries, E. (2019). When more likes is not better: the consequences of high and low likes-to-followers ratios for perceived account credibility and social media marketing effectiveness. Marketing Letters, 30(4), 275-291.
Decker, A. (2020, January 10). Images, GIFs or video: which perform best on Instagram. HubSpot. https://blog.hubspot.com/marketing/images-gifs-video-best-on-instagram
Delozier, M. W. (1976). Marketing communications process. New York, McGraw-Hill, 41.
Dijkstra, A. (2008). The psychology of tailoring-ingredients of computer-tailored persuasion. Personality and Social Psychology Compass, 2, 765-784.
Dijkstra, A. & Ballast, K. (2012). Personalization and perceived personal relevance in computer-tailored persuasion in smoking cessation. British Journal of Health Psychology, 17(1), 60-73.
Dolnicar, S., & Jordaan, Y. (2007). A market-oriented approach to responsibly managing information privacy concerns in direct marketing. Journal of Advertising, 36(2), 123-149.
Donnelly, G. (2022, June 3). Everything You Need to Know About Instagram Story Ads. https://www.wordstream.com/blog/ws/2018/08/07/instagram-story-ads
Ducoffe, R. H. (1996). Advertising value and advertising on the web. Journal of Advertising Research, 36(5), 21-35.
Ebrahim, R., Ghoneim, A., Irani, Z., & Yan, F. (2016). A brand preference and repurchase intention model: the role of consumer experience. Journal of Marketing Management, 32(13-14), 1230-1259.
Ellison, N. B., Steinfield, C., & Lampe, C. (2007). The benefits of Facebook "friends:" Social capital and college students' use of online social network sites. Journal of Computer-Mediated Communication, 12(4), 1143-1168.
Erkan, I. and Evans, C. (2016). The Influence of eWOM in Social Media on Consumers’ Purchase Intentions: An Extended Approach to Information Adoption. Computers in Human Behavior, 61, 47-55.
Evans, N. J., Phua, J., Lim, J., & Jun, H. (2017). Disclosing Instagram influencer advertising: The effects of disclosure language on advertising recognition, attitudes, and behavioral intent. Journal of Interactive Advertising, 17(2), 138-149.
Faelens, L., Hoorelbeke, K., Cambier, R., van Put, J., van de Putte, E., de Raedt, R., & Koster, E.H. (2021). The relationship between Instagram use and indicators of mental health: A systematic review. Computers in Human Behavior Report, 4(4), 100121.
Fairbrother, P. (2019, December). Image vs. video vs. carousel: which is the best Facebook ad format? (a $1,000 experiment). Hootsuite. https://adespresso.com/blog/best-facebook-ad-format-experiment/
Feng, X., Fu, S., & Qin, J. (2016). Determinants of consumers’ attitudes toward mobile advertising: The mediating roles of intrinsic and extrinsic motivations. Computers in Human Behavior, 63, 334-341.
Forest, A. L., & Wood, J. V. (2012). When social networking is not working: Individuals with low self-esteem recognize but do not reap the benefits of self-disclosure on Facebook. Psychological science, 23(3), 295-302.
Frier, Sarah, & Nico Grant. (2020, February 25). Instagram Brings in More Than a Quarter of Facebook Sales. Bloomberg Technology. https://www.bloomberg.com/news/articles/2020-02-04/instagram-generates-more-than-a-quarter-of-facebook-s-sales#xj4y7vzkg
Gaber, H. R., Wright, L. T., & Kooli, K. (2019). Consumer attitudes towards Instagram advertisements in Egypt: The role of the perceived advertising value and personalization. Cogent Business & Management, 6(1), 1618431.
Ge, J., Sui, Y., Zhou, X., & Li, G. (2021). Effect of short video ads on sales through social media: the role of advertisement content generators. International Journal of Advertising, 40(6), 870-896.
Gerlitz, C., & Anne, H. (2013). The Like Economy: Social Buttons and the Data-Intensive Web. New Media & Society, 15(8), 1348-1365.
Geyser W. (2023, January 4). Increase Your Reach with New Instagram Ad Features. Influencermarketinghub. https://influencermarketinghub.com/instagram-ad-features/
Goldhaber, M. (1997). The attention economy and the net. First Monday, 2(4).
Goldstein, D.G., McAfee, R.P., & Suri, S. (2011). The effects of exposure time on memory of display advertisements. ACM Conference on Economics and Computation.
Ha, L. (1996). Observations: advertising clutter in consumer magazines: Dimensions and effects. Journal of Advertising Research, 36(4), 76-84.
Hamilton, M., Kaltcheva, V.D. & Rohm, A.J. (2016). Social media and value creation: the role of interaction satisfaction and interaction immersion. Journal of Interactive Marketing, 36, 121-133.
Hannah, M. (2023, February 13). 8-Step Guide to Using Instagram Ads [2023 Edition]. Hootsuite. https://blog.hootsuite.com/instagram-ads-guide/
Harms, B., Bijmolt, T. H., & Hoekstra, J. C. (2017). Digital native advertising: practitioner perspectives and a research agenda. Journal of Interactive Advertising, 17(2), 80-91.
Hawkins, R. P., Kreuter, M., Resnicow, K., Fishbein, M., & Dijkstra, A. (2008). Understanding tailoring in communicating about health. Health Education Research, 23(3), 454-466.
Hellier, P. K., Geursen, G. M., Carr, R. A., & Rickard, J.A. (2003). Customer repurchase intention: A general structural equation model. European Journal of Marketing, 37(11-12), 1762-1800.
Hinterstein, A.-L. (2020). The Effects of social media on the online consumer behaviour of University Students. Treballs Finals Del Grau d’Empresa Internacional, Facultat d’Economia i Empresa, Universitat de Barcelona. http://hdl.handle.net/2445/169770
Howard, J. A., & Sheth, J. N. (1969). The Theory of Buyer Behavior. John Wiley & Sons, New York, 12-15.
Hsieh, Y. C., & Chen, K. H. (2011). How different information types affect viewer's attention on internet advertising. Computers in Human Behavior, 27(2), 935-945.
Hu, Y., Manikonda, L., & Kambhampati, S. (2014). What We Instagram: A First Analysis of Instagram Photo Content and User Types. Proceedings of the International AAAI Conference on Web and Social Media, 8(1), 595-598.
Huang Y. T. (2018). The female gaze: Content composition and slot position in personalized banner ads, and how they influence visual attention in online shoppers. Computers in Human Behavior, 82, 1-15.
Hyejin B., Dongwon C., Bartosz W. W., & Yen-I L. (2019). How the level of personalization affects the effectiveness of personalized ad messages: the moderating role of narcissism. International Journal of Advertising, 38(8), 1116-1138.
Jacobson, J., Hodson, J., & Mittelman, R. (2022). Pup-ularity contest: The advertising practices of popular animal influencers on Instagram. Technological Forecasting and Social Change, 174(C).
Jai, T. M. C., Burns, L. D., & King, N. J. (2013). The effect of behavioral tracking practices on consumers' shopping evaluations and repurchase intention toward trusted online retailers. Computers in Human Behavior, 29(3), 901-909.
Jessen, T. L., & Rodway, P. (2010). The effects of advertisement location and familiarity on selective attentions. Perceptual and Motor Skills, 110(3), 941-960.
Jin, S. V., & Muqaddam, A. (2019). Product placement 2.0: “Do brands need influencers, or do influencers need brands? Journal of Brand Management, 26(5), 522-537.
Johnson, B. K., Potocki, B., & Veldhuis, J. (2019). Is that my friend or an advert? The effectiveness of Instagram native advertisements posing as social posts. Journal of Computer-Mediated Communication, 24, 108-125.
Johnson, E. K., & Hong, S. C. (2020). Instagramming social presence: A test of social presence theory and heuristic cues on Instagram sponsored posts. International Journal of Business Communication, 0(0).
Jung, A.R. (2017). The influence of perceived ad relevance on social media advertising: an empirical examination of a mediating role of privacy concern. Computers in Human Behavior, 70, 303-309.
Kaspar, K., Weber, S. L., & Wilbers, A.-K. (2019). Personally relevant online advertisements: Effects of demographic targeting on visual attention and brand evaluation. PLOS One, 14(2), 1-18.
Kayla Lee. (2019, December 3). The Complete List of Instagram Features for Marketing Experts. Sprout Social. https://sproutsocial.com/insights/instagram-features/
Kemp S. (2023, January 26). Digital 2023: Global Overview Report. DataReportal. https://datareportal.com/reports/digital-2023-global-overview-report
Kuncoro, Atika Rusy. (2022). How to Improve Instagram Reels Engagement? An empirical investigation of content strategies. [Unpublished master’s thesis]. University of Lund. http://lup.lub.lu.se/student-papers/record/9084630
Laczniak, R. N., & Muehling, D. D. (1993). Toward a better understanding of the role of advertising message involvement in ad processing. Psychology & Marketing, 10(4), 301-319.
Lambrecht, A., & Tucker, C. (2013). When Does Retargeting Work? Information Specificity in Online Advertising. Journal of Marketing Research, 50(5), 561-576.
Lavidge, R. J., & Steiner, G. A. (1961). A model for predictive measurements of advertising effectiveness. Journal of Marketing, 25(6), 59-62.
Law, T. J. (2020, November 3). 10 Vital Strategies to Use When Marketing to Generation Z. Oberlo. https://www.oberlo.com/blog/marketing-strategies-generation-z
Lee, C. K. C., Fernandez, N., & Martin, B. A. (2002). Using self-referencing to explain the effectiveness of ethnic minority models in advertising. International Journal of Advertising, 21(3), 367-379.
Lee, E., Lee, J. A., Moon, J. H., & Sung, Y. (2015). Pictures Speak Louder than Words: Motivations for Using Instagram. Cyberpsychology, Behavior, and Social Networking, 18(9), 552-556.
Leong, L. Y., Jaafar, N. I., & Ainin, S. (2018). The Effects of Facebook Browsing and Usage Intensity on Impulse Purchase in f-Commerce. Computers in Human Behavior, 78, 160-173.
Leppäniemi, M., & Karjaluoto, H. (2008). Exploring the effects of gender, age, income and employment status on consumer response to mobile advertising campaigns. Journal of Systems and Information Technology, 10(3), 251-265.
Lewis, E. S. E. (1899). Side talks about advertising. The Western Druggist, 21(2), 65-66.
Li, C. (2016). When does web-based personalization really work? The distinction between actual personalization and perceived personalization. Computers in Human Behavior, 54, 25-33.
Li, H., & Bukovac, J. L. (1999). Cognitive Impact of Banner Ad Characteristics: An Experimental Study. Journalism & Mass Communication Quarterly, 76(2), 341-353.
Lim, Y., Chung, Y., & Weaver, P. A. (2012). The impact of social media on destination branding: Consumer-generated videos versus destination marketer-generated videos. Journal of Vacation Marketing, 18(3), 197-206.
Lim, Y.J., Osman, A., Salahuddin, S.N., Romle, A.R., & Abdullah, S. (2016). Factors Influencing Online Shopping Behavior: The Mediating Role of Purchase Intention. Procedia Economics and Finance, 35(5), 401-410.
Liu, Y., Jiang, Z., & Chan, H. C. (2019). Touching products virtually: Facilitating consumer mental imagery with gesture control and visual presentation. Journal of Management Information Systems, 36(3), 823-54.
Lombard, M., & Snyder-Duch, J. (2001). Interactive advertising and presence: A framework. Journal of Interactive Advertising, 1(2), 56-65.
Luarn, P., Lin, Y., & Chiu, Y. (2015). Influence of Facebook brand-page posts on online engagement. Online Information Review, 39(4), 505-519.
Lup, K., Trub, L., & Rosenthal, L. (2015). Instagram #Instasad?: Exploring Associations Among Instagram Use, Depressive Symptoms, Negative Social Comparison, and Strangers Followed. Cyberpsychology, behavior and social networking, 18(5), 247-252.
MacKenzie, S. B., & Lutz, R. J. (1989). An empirical examination of the structural antecedents of attitude toward the ad in an advertising pretesting context. Journal of Marketing, 53(2), 48-65.
Malheiros, M., Jennett, C., Patel, S., Brostoff, S., & Sasse, M. A. (2012). Too close for comfort: A study of the effectiveness and acceptability of rich-media personalized advertising. Paper presented at the Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 579-588.
Mancas, M., Ferrera, V.P. (2016). How to Measure Attention? In Mancas, M., Ferrera, V., Riche, N., Taylor, J. G. (Eds.), From Human Attention to Computational Attention (pp. 21-38). Springer, New York, NY. https://doi.org/10.1007/978-1-4939-3435-5_3
Mangold, W.G., & Faulds, D.J. (2009). Social media: the new hybrid element of the promotion mix. Business Horizons, 52(4), 357-365.
Maslowska, E., Smit, E. G., & van den Putte, B. (2016). It is all in the name: A study of consumers' responses to personalized communication. Journal of Interactive Advertising, 16(1), 74-85.
Menon, D. (2022). Factors influencing Instagram Reels usage behaviours: An examination of motives, contextual age and narcissism. Telematics and Informatics Reports, 5, 100007.
Mollen, A., & Wilson, H. (2010). Engagement, telepresence and interactivity in online consumer experience: reconciling scholastic and managerial perspectives. Journal of Business Research, 63(9), 919-925.
Moore, R. S., Stammerjohan, C. A., & Coulter, R. A. (2005). Banner advertiser-web site context congruity and color effects on attention and attitudes. Journal of Advertising, 34(2), 71-84.
Muk, A. (2007). Consumers’ intentions to opt in to SMS advertising: a cross-national study of young Americans and Koreans. International Journal of Advertising, 26(2), 177-198.
Nelson, D. L., Reed, V. S., & Walling, J. R. (1976). Pictorial superiority effect. Journal of Experimental Psychology: Human Learning and Memory, 2(5), 523-528.
Neumann, D., Huddleston, P., & Behe, B. (2021). Fear of Missing Out as motivation to process information: How differences in Instagram use affect attitude formation online. New Media & Society, 25(1).
Nisbett, R.E., & Ross, L. (1980). Human Inference: Strategies and Shortcomings of Social Judgment. Englewood Cliffs, NJ: Prentice-Hall.
Nobre, A. C., & Kastner, S. (2014). The Oxford handbook of attention. Oxford University Press.
Norris, C., & Colman, A. (1992). Context effects on recall and recognition of magazine advertisements. Journal of Advertising, 21, 1-13.
Nunnally, J.C. (1978). Psychometric Theory. New York: McGraw-Hill.
O’Reilly, Lara. (2014, April 30). Marketers Must Use Instagram Now Before Engagement Rates fall. Marketing Week. https://www.marketingweek.com/marketers-must-use-instagram-now-before-engagement-rates-fall/
Paige, S. R., Stellefson, M., Chaney, B. H., Chaney, J. D., Alber, J. M., Chappell, C., & Barry, A. E. (2017). Examining the Relationship between Online Social Capital and eHealth Literacy: Implications for Instagram Use for Chronic Disease Prevention among College Students. American journal of health education, 48(4), 264-277.
Palacios-Marqués, D., Merigó, J. M., & Soto-Acosta, P. (2015). Online social networks as an enabler of innovation in organizations. Management Decision, 53(9), 1906-1920.
Park, E., & Ohm, J. (2014). The impacts of media type, placement and exposure type on attitudes towards advertisements on mobile devices. International Journal of Mobile Communications, 12(2), 160-176.
Partin, W. C. (2020). Bit by (Twitch) Bit: “Platform Capture” and the Evolution of Digital Platforms. Social Media + Society, 6(3), 1-12.
Perea, D., Bonson, E., & Bednárová, M. (2021). Citizen reactions to municipalities’ Instagram communication. Government Information Quarterly, 38(3), 101579.
Perez, D., & Steinhart, Y. (2014). Not so personal: The benefits of social identity ad appeals with activation in advertising. Social Influence, 9(3), 224-241.
Perry, S.D., Jenzowsky, S.A., & King, C.M. (1997). Using humorous programs as a vehicle for humorous commercials. Journal of Communication, 47(1), 20-39.
Pfiffelmann, J., Dens, N., & Soulez, S. (2020). Personalized advertisements with integration of names and photographs: An eye-tracking experiment. Journal of Business Research, 111, 196-207.
Phua, J., Jin, S., & Kim, J. (2017). Gratifications of using Facebook, Twitter, Instagram, or Snapchat to follow brands: The moderating effect of social comparison, trust, tie strength, and network homophily on brand identification, brand engagement, brand commitment, and membership intention. Telematics and Informatics, 34(1), 412-424.
Pieters, R., Warlop, L., & Wedel, M. (2002). Breaking through the clutter: Benefits of advertisement originality and familiarity for brand attention and memory. Management Science, 48, 765-781.
Pieters, R., & Wedel, M. (2004). Attention capture and transfer in advertising: Brand, pictorial, and text-size effects. Journal of Marketing, 68(2), 36-50.
Pikas, B., & Sorrentino, G. (2014). The Effectiveness of Online Advertising: Consumer’s Perceptions of Ads on Facebook, Twitter and YouTube. Journal of Applied Business and Economics, 16, 70-81.
Pittman, Matthew & Reich, Brandon. (2016). Social media and loneliness: Why an Instagram picture may be worth more than a thousand Twitter words. Computers in Human Behavior, 62, 155-167.
Pletikosa Cvijikj, I., & Michahelles, F. (2013). Online engagement factors on Facebook brand pages. Social Network Analysis and Mining, 3(4), 843-861.
Prendergast, G., Ko, D., & Yuen, S. Y. V. (2010). Online word of mouth and consumer purchase intentions. International Journal of Advertising: The Quarterly Review of Marketing Communications, 29(5), 687-708.
René, C. (2022, December 30). Video content gets the most engagement on Instagram. Mention. https://mention.com/en/blog/video-engagement-instagram/
Rewick, J. (2001). Choices, Choices: A Look at the Pros and Cons of Various Types of Web Advertising. Wall Street Journal, 23, 12.
Ridgway, J.L., & Clayton, R.B. (2016). Instagram Unfiltered: Exploring Associations of Body Image Satisfaction, Instagram #Selfie Posting, and Negative Romantic Relationship Outcomes. Cyberpsychology, behavior and social networking, 19(1), 2-7.
Robins, F. (2003). The marketing of 3G. Marketing Intelligence & Planning, 21(6), 370-378.
Rogers, T. B., Kuiper, N. A., & Kirker, W. S. (1977). Self-reference and the encoding of personal information. Journal of Personality and Social Psychology, 35(9), 677-688.
Romney, M., & Johnson, R. G. (2018). Show me a story: narrative, image, and audience engagement on sports network Instagram accounts. Information, Communication & Society, 23(1), 94-109.
Rosenberg, M. J., & Hovland, C. I. (1960). Cognitive, Affective and Behavioral Components of Attitudes. In M. J. Rosenberg, & C. I. Hovland (Eds.), Attitude Organization and Change: An Analysis of Consistency among Attitude Components. Yale University Press.
Rouse, M. (2011). What is social media marketing (SMM). TechTarget. http://whatis.techtarget.com/definition/social-media-marketing-SMM
Roland T. R. & Katherine N. L. (2001). E-service and the customer. International Journal of Electronic Commerce, 5(3), 85-101.
Ruby, D. (2023, January 30). Instagram Reels vs Stories: Which One To Use In 2023. Demandsage. https://www.demandsage.com/instagram-reels-vs-stories/
Sabate, F., Berbegal‐Mirabent, J., Cañabate, A., & Lebherz, P. (2014). Factors influencing popularity of branded content in Facebook fan pages. European Management Journal, 32(6), 1001-1011.
Salo, J., & Tähtinen, J. (2005). Retailer use of permission-based mobile advertising. Advances in Electronic Marketing, 139-156.
Santoso, I., Wright, M., Trinh, G., & Avis, M. (2020). Is digital advertising effective under conditions of low attention? Journal of Marketing Management, 36, 1-24.
Schiffman, L. G., & Kanuk, L. L. (2000). Consumer Behavior (7th ed.). NY: Prentice Hall, 15-36.
Schivinski, B., Christodoulides, G., & Dabrowski, D. (2016). Measuring consumers’ engagement with brand-related social-media content: Development and validation of a scale that identifies levels of social-media engagement with brands. Journal of Advertising Research, 56(1), 64-80.
Schroedl, S., Kesari, A., & Neumeyer, L. (2010). Personalized ad placement in web search. Paper presented at the Proceedings of the 4th Annual International Workshop on Data Mining and Audience Intelligence for Online Advertising (AdKDD), Washington USA.
Sehl, K., & Cohen, B. (2021, March 18). Experiment: Do Reels Improve Your Overall Instagram Engagement. Hootsuite. https://blog.hootsuite.com/instagram-reels-experiment/
Shahbaznezhad, H., Dolan, R. & Rashidirad, M. (2021). The role of social media content format and platform in users' engagement behavior. Journal of Interactive Marketing, 53, 47-65.
Sheldon, P., & Bryant, K. (2016). Instagram: Motives for its use and relationship to narcissism and contextual age. Computers in Human Behavior, 58, 89-97.
Sheldon, P., Rauschnabel, P. A., Antony, M. G., & Car, S. (2017). A cross-cultural comparison of Croatian and American social network sites: Exploring cultural differences in motives for Instagram use. Computers in Human Behavior, 75, 643-651.
Shin, J., Chae, H., & Ko, E. (2018). The power of e-WOM using the hashtag: focusing on SNS advertising of SPA brands. International Journal of Advertising, 37(1), 71-85.
Simmons, C. J., & Becker-Olsen, K. L. (2006). Achieving Marketing Objectives through Social Sponsorships. Journal of Marketing, 70(4), 154-169.
Simola, J., Kuisma, J., Oorni, A., Uusitalo, L., & Hyona, J. (2011). The impact of salient advertisements on reading and attention on web pages. Journal of Experimental Psychology, 17(2), 174-190.
Sripada, B., Polepalli, K. R. & Rage, U. K. (2011). Coverage patterns for efficient banner advertisement placement. WWW'11: Proceedings of the 20th international conference companion on World wide web, 131-132. https://doi.org/10.1145/1963192.1963259
Steuer, J. (1992). Defining virtual reality: dimensions determining telepresence. Journal of Communication, 42(4), 73-93.
Strong, E.K. (1925). Theories of selling. Journal of Applied Psychology, 9(1). 75-86.
Sundar, S. (2008). The MAIN model: a heuristic approach to understanding technology effects on credibility. Digital media, youth, and credibility. The MIT Press, Cambridge, MA, 72-100.
Sung, Y., Lee, J.-A., Kim, E., & Choi, S. M. (2016). Why we post selfies: Understanding motivations for posting pictures of oneself. Personality and Individual Differences, 97, 260-265.
Symons, C. S., & Johnson, B. T. (1997). The self-reference effect in memory: A meta-analysis. Psychological Bulletin, 121(3), 371-394.
Tafesse, W. (2015). Content strategies and audience response on Facebook brand pages. Marketing Intelligence & Planning, 33(6), 927-943.
Tafesse, W. (2016). Conceptualization of brand experience in an event marketing context. Journal of Promotion Management, 22(1), 34-48.
Tafesse, W., & Wood, B.P. (2023). Social media influencers’ community and content strategy and follower engagement behavior in the presence of competition: an Instagram-based investigation. Journal of Product & Brand Management, 32(3), 406-419.
Tafesse, W., Wien, A., & Wright, L.T. (2017). A framework for categorizing social media posts. Cogent Business & Management, 4(1).
Tam, K. Y., & Ho, S. Y. (2006). Understanding the Impact of Web 90 Personalization on User Information Processing and Decision Outcomes. MIS Quarterly, 30(4), 865-890.
Teo, L.X., Leng, H.K. & Phua, Y.X.P. (2019). Marketing on Instagram: Social influence and image quality on perception of quality and purchase intention. International Journal of Sports Marketing and Sponsorship, 20(2), 321-332.
Ting, H., Ming, W.W.P., Run, E.C., & Choo, S.L.Y. (2015). Beliefs about the use of Instagram: an exploratory study. International Journal of Business and Innovation, 2(2), 15-31.
Tsang, M. M., Ho, S. C. & Liang, T. P. (2004). Consumer attitudes toward mobile advertising: An empirical study. International Journal of Electronic Commerce, 8(3), 65-78.
Turban, E., Lee, J., King, D. & Chung, H.M. (2000). Electronic Commerce: A Managerial Perspective. Prentice-Hall, Upper Saddle River, NJ.
Vakratsas, D., & Ambler, T. (1999). How advertising works: what do we really know. The Journal of Marketing, 26-43.
Victoria, Z. (2022, May 6). The Differences Between Paid And Organic Content On Social Media. Forbes. https://www.forbes.com/sites/forbescommunicationscouncil/2022/05/06/the-differences-between-paid-and-organic-content-on-social-media/
Vincent, O. R., Folorunso, O. & Akinde, A. D. (2009). Agent-based advert placement system for broadcasting stations. Issues in Informing Science and Information Technology, 6, 395-404.
Voorveld, H. A., van Noort, G., Muntinga, D. G., & Bronner, F. (2018). Engagement with social media and social media advertising: The differentiating role of platform type. Journal of Advertising, 47(1), 38-54.
Vollmers, S., & Mizerski, R. (1994). A review and investigation into the effectiveness of product placements in films. The 1994 Conference of the Academy of Advertising, 97-102.
Wahid, R. M., & Wadud, M. (2020). Social media marketing on Instagram: when is the most effective posting timing? EPRA International Journal of Multidisciplinary Research, 6(7), 2455-3662.
Wang, B., Wu, M., Rau, P. L. P., & Gao, Q. (2020). Influence of native video advertisement duration and key elements on advertising effectiveness in mobile feeds. Mobile Information Systems, 2020.
Weinberger, M.G., Swani, K., Yoon, H., & Gulas, C.S. (2017). Understanding responses to comedic advertising aggression: the role of vividness and gender identity. International Journal of Advertising, 36(4), 562-587.
Whittle, C., & Xue, F. (2018). Native Advertising on TV: Effects of Ad Format and Media Context. Online Journal of Communication and Media Technologies, 8(3), 203-214.
Wimmer, R. D., & Dominick, J. R. (2006). Mass Media Research: An Introduction (8th ed.). Thomson Wadsworth Publishing.
Wojdynski, B.W., & Golan, G.J. (2016). Native Advertising and the Future of Mass Communication. Americwan Behavioral Scientist, 60(12), 1403-1407.
Xu, D. J. (2006). The influence of personalization in affecting consumer attitudes toward mobile advertising in China. Journal of Computer Information Systems, 47(2), 9-19.
Xu, D. J., Liao, S. S., & Li, Q. (2008). Combining empirical experimentation and modeling techniques: A design research approach for personalized mobile advertising applications. Decision Support Systems, 44(3), 710-724.
Yang, K., Kim, H. M., & Tanoff, L. (2020). Signaling trust: Cues from Instagram posts. Electronic Commerce Research and Applications, 43, 100998.
Young, J. (2020, July 5). Video Ad Placement: Making the Most of this Powerful Marketing Tool. Bunny Studio. https://bunnystudio.com/blog/video-ad-placement-making-the-most-of-this-powerful-marketing-tool/
Yu J., Cude B. (2009) ‘Hello, Mrs. Sarah Jones! We recommend this product!’ Consumers' perceptions about personalized advertising: comparisons across advertisements delivered via three different types of media. International Journal of Consumer Studies, 33, 503-514.
Yu-Qian Zhu, Jung-Hua Chang. (2016). The key role of relevance in personalized advertisement: Examining its impact on perceptions of privacy invasion, self-awareness, and continuous use intentions. Computers in Human Behavior, 65, 442-447.
Zenetti, G., & Klapper, D. (2016). Advertising Effects Under Consumer Heterogeneity – The Moderating Role of Brand Experience, Advertising Recall and Attitude. Journal of Retailing, 92(3), 352-372.
Zeng, F., Huang, L., & Dou, W. (2009). Social Factors in User Perceptions and Responses to Advertising in Online Social Networking Communities. Journal of Interactive Advertising, 10(1), 1-13.
Zhang, P. (2000). The effects of animation on information seeking performance on the world wide web: Securing attention or interfering with primary tasks? Journal of the Association of Information Systems, 1(1), 1-28.
Zhu, Y. Q., & Chang, J. H. (2016). The key role of relevance in personalized advertisement: Examining its impact on perceptions of privacy invasion, self-awareness, and continuous use intentions. Computers in Human Behavior, 65, 442-447.
Zhu, Z., Wang, J., Wang, X. & Wan, X. (2016). Exploring factors of user’s peer-influence behavior in social media on purchase intention: evidence from QQ. Computers in Human Behavior, 63, 980-987.
Zulli, D. (2018). Capitalizing on the look: insights into the glance, attention economy, and Instagram. Critical Studies in Media Communication, 35(2), 137-150.