簡易檢索 / 詳目顯示

研究生: 張芷瑄
Chang, Chih-Hsuan
論文名稱: YouTuber與產品形象一致性、YouTuber業配廣告揭露類型與產品屬性描述對消費者行為之影響
The Effect of YouTuber-Product Image Congruency, YouTubers’ Disclosing Sponsored Advertisement Type, and Product Attribute Description on Consumer Behavior
指導教授: 林慧斐
Lin, Hui-Fei
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: 2020
畢業學年度: 108
語文別: 中文
論文頁數: 217
中文關鍵詞: 社群影響者YouTuber業配揭露說服知識模型產品屬性描述YouTuber與產品形象一致性來源可信度擬社會互動
英文關鍵詞: Social influencers, YouTuber, Sponsorship disclosure, Persuasion Knowledge Model, Product attribute description, YouTuber-product image congruency, Source Credibility, Parasocial Interaction
DOI URL: http://doi.org/10.6345/NTNU202000453
論文種類: 學術論文
相關次數: 點閱:464下載:94
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 社群媒體的崛起,改變現今傳遞訊息的方式,使得品牌與消費者間的交流模式更多樣化。並且隨著人們網路使用行為的改變,品牌投資於社群行銷的範圍也跟著擴大,也開始在YouTube影音平台上與新型態的社群影響者——YouTuber進行商業合作,成為推廣產品或品牌的行銷策略之一,藉著業配的形式打動更多不同的消費族群。因此本研究欲以YouTube影音平台作為研究背景,採2(YouTuber與產品形象一致性:一致vs.不一致)x2(YouTuber業配廣告揭露類型:簡單業配廣告揭露vs.誠實意見業配廣告揭露)x2(產品屬性描述:實用屬性描述vs.享樂屬性描述)的三因子組間實驗設計,探討上述變項在消費者觀看YouTube影音平台上的業配影片後對消費者行為的影響,以及擬社會互動對自變項(YouTuber與產品形象一致性、YouTuber業配廣告揭露類型、產品屬性描述)與依變項(品牌回憶、廣告態度、產品態度、購買意願)之間的中介效果。
    本研究結果證實:(1)在業配影片中,相較於YouTuber與產品形象不一致,YouTuber與產品形象一致會使消費者產生較佳的消費者行為;(2)當YouTuber與產品形象一致時,相較於享樂屬性描述,使用實用屬性描述的方式呈現會使消費者產生較佳消費者行為;(3)當YouTuber與產品形象一致且搭配誠實意見業配廣告揭露時,相較於享樂屬性描述,使用實用屬性描述的方式呈現會使消費者產生較佳的消費者行為;(4)當YouTuber與產品形象不一致搭配誠實意見業配廣告揭露時,相較於實用屬性描述,使用享樂屬性描述的方式呈現會使消費者產生較佳的消費者行為;(5)擬社會互動在YouTuber與產品形象一致性、產品屬性描述與消費者行為之間具有中介效果,在YouTuber業配廣告揭露類型之間則無。

    The rise of social media has changed the ways to deliver messages, which makes the network of information communication between brands and consumers more diverse. With the behavior of internet utilization evolving, the scope of the brand investment in social marketing has also expanded. Companies have begun commercial cooperation with YouTuber, a new type of social influencer on the YouTube, which has become one of the marketing strategies to promote products or brands, and attract more attention from different consumer groups through sponsored videos. Therefore, this research intends to use YouTube as the research background, a two (YouTuber-product image Congruency : congruence vs. non-congruence) x two (YouTubers’ disclosing sponsored advertisement type: simple sponsorship disclose vs. honest Opinions Sponsorship disclosure) x two (product attribute description: Utilitarian attribute description vs. hedonic attribute description) , three factors of between-subject design was conducted. The aim is to observe if the compatibility among YouTuber-product image Congruency, YouTubers’ disclosing sponsored type and product attribute description could affect consumer behavior. In addition, tested to see the mediating effect of parasocial interaction between independent variables (YouTuber-Product image Congruency, YouTubers Disclosing Sponsored Type, and product attribute description) and dependent variables (attitude toward brand recall, advertising attitude, product attitude and purchase intention).
    This study reveals that, (1) in sponsored videos, compared to YouTuber-product image non-congruence, YouTuber-product image congruence leads to better consumer behavior; (2) when YouTuber is congruent with the product image, compared to the hedonic attribute description, the use of the utilitarian attribute description leads to better consumer behavior; (3) when the YouTuber is congruent with the product image and is disclosed with honest opinions sponsorship, compared to the hedonic attribute description, the use of the utilitarian attribute description will have better consumer behavior; (4) when the YouTuber is non-congruent with the product and is disclosed with honest opinions sponsorship, compared to the utilitarian attribute description, the use of hedonic attribute description will have better consumer behavior; (5) parasocial interaction is a significant factor in not only mediating the relationship between YouTuber-product image congruence and the consumer behavior, but also between the product attribute description and the consumer behavior. However, it is not a significant factor in resolving the relationship between the YouTubers’ Disclosing Sponsored Type with consumer behavior.

    目次 謝辭 I 摘要 III ABSTRACT IV 目次 IV 表目錄 XII 圖目錄 XVII 第壹章 緒論 1 第一節、研究背景與目的 1 第二節、研究問題 6 第貳章 文獻探討 7 第一節、社群媒體 7 一、社群媒體定義與發展 7 二、YouTube影音平台的發展與現況 9 三、小結 13 第二節、社群影響者與影響者行銷 15 一、社群影響者定義與發展 15 二、YouTuber 16 三、臺灣YouTuber發展至今 17 四、影響者行銷定義與發展 20 五、小結 21 第三節、代言人與產品一致性 23 一、名人代言人定義與發展 23 二、代言人與產品形象一致性定義與發展 24 三、來源可信度 25 四、小結 26 第四節、業配揭露 27 一、業配定義與發展 27 二、業配揭露定義與相關行銷研究 28 三、說服知識模型(Persuasion Knowledge Model) 31 四、小結 32 第五節、產品屬性描述 33 一、產品屬性描述定義與發展 33 二、小結 34 第六節、擬社會互動 35 一、擬社會互動定義與發展 35 二、小結 36 第七節、假設推導 37 一、YouTuber與產品形象一致性與品牌回憶、廣告態度、產品態度以及購買意願的關係 37 二、YouTuber業配廣告揭露類型與品牌回憶、廣告態度、產品態度以及購買意願的關係 39 三、產品屬性描述與品牌回憶、廣告態度、產品態度以及購買意願的關係 41 四、YouTuber與產品形象一致性和YouTuber業配廣告揭露類型之交互作用 42 五、YouTuber與產品形象一致性和產品屬性描述之交互作用 44 六、YouTuber業配廣告揭露類型和產品屬性描述之交互作用 45 七、YouTuber與產品形象一致性、YouTuber業配廣告揭露類型和產品屬性之交互作用 46 八、擬社會互動之中介效果 47 第參章 研究方法 50 第一節、研究架構 50 第二節、實驗設計與刺激物 51 一、實驗設計 51 二、自變項之定義與操弄 52 第三節、前測:自變項操弄檢定 54 一、自變項操弄問項 54 二、前測 57 第四節、依變項與中介變項測量 73 一、依變項 73 二、中介變項 76 第五節、主實驗刺激物與實驗程序 78 一、主實驗刺激物之呈現 78 二、實驗程序 81 第肆章 研究結果 82 第一節、樣本結構與敘述統計 82 第二節、信度分析 85 第三節、正式實驗之操弄檢定 86 一、YouTuber與產品形象一致性操弄檢定結果 86 二、YouTuber業配廣告揭露類型操弄檢定結果 88 三、產品屬性描述操弄檢定結果 88 第四節、研究假設之驗證 90 一、YouTuber與產品形象一致性對消費者行為之影響 92 二、YouTuber業配廣告揭露類型對消費者行為之影響 94 三、產品屬性描述對消費者行為之影響 97 四、YouTuber與產品形象一致性、YouTuber業配廣告揭露類型對消費者行為之影響 99 五、YouTuber與產品形象一致性、產品屬性描述對消費者行為之影響 105 六、YouTuber業配廣告揭露類型、產品屬性描述對消費者行為之影響 109 七、YouTuber與產品形象一致性、YouTuber業配廣告揭露類型和產品屬性描述對消費者行為之影響 113 八、中介效果 116 第五節、研究假設檢定結果 133 第伍章 結論與建議 136 第一節、研究發現與討論 136 一、「YouTuber與產品形象一致」比「YouTuber與產品形象不一致」更能引發較正面的廣告態度、較佳的產品態度以及較強的購買意願 136 二、YouTuber業配廣告揭露類型對消費者行為之影響 137 三、YouTuber與產品形象一致性、YouTuber業配廣告揭露類型對消費者行為之影響 138 四、當「YouTuber與產品形象一致」時,搭配「實用屬性描述」會產生較正面的廣告態度、較佳的產品態度以及較強的購買意願 140 五、以「簡單業配揭露」的方式搭配「實用屬性描述」能引發較佳的消費者行為 141 六、YouTuber與產品形象一致性、YouTuber業配廣告揭露類型以及產品屬性描述對消費者行為的交互作用影響 142 七、擬社會互動在「YouTuber與產品形象一致性」及「產品屬性描述」對消費者行為的影響中具有中介效果,但在「YouTuber業配廣告揭露類型」之中則無 143 八、小結 145 第二節、學術貢獻與實務建議 146 一、學術貢獻 146 二、實務建議 146 三、小結 147 第三節、研究限制 148 一、實驗進行過程之限制 148 二、素人YouTuber之限制 148 三、YouTuber業配廣告揭露類型之限制 149 四、產品屬性描述之限制 149 五、拍攝及剪輯業配影片之限制 150 第四節、未來研究方向與建議 151 一、產品屬性描述之建議 151 二、探討加入其他類別對業配廣告揭露影片是否會有不同影響 151 三、加入影響消費者情緒感染變項進行研究探討 152 參考文獻 153 英文文獻 153 中文文獻 188 附錄一:前測一問卷 190 附錄二:前測二問卷 196 附錄三:前測三問卷 199 附錄四:前測四問卷 207 附錄五:主實驗問卷 213

    英文文獻
    Abidin, C. (2016). Aren’t These Just Young, Rich Women Doing Vain Things Online?. Influencer Selfies as Subversive Frivolity. Social Media + Society, 2(2), 205630511664134. doi:10.1177/2056305116641342
    Adeleke, B. L., Yahya, W. B., & Usman, A. (2015) . A comparison of some test statistics for multivariate analysis of variance model with non-normal responses. Journal of Natural Sciences Research, 5(15), 1–9.
    Aggarwal, P. (2004). The effects of brand relationship norms on consumer attitudes and behavior. J. Consum. Res.,31, 87–101.
    Ahmad, Irfan. (2018). The influencer marketing revolution. Social Media Today, February 16, Retrieved from https://www.socialmediatoday.com/news/the-influencer-marketing-revolutioninfographic/517146/
    Akbari, M. (2015). Different Impacts of Advertising Appeals on Advertising Attitude for High and Low Involvement Products. Global Business Review, 16(3), 478–493. doi:10.1177/0972150915569936
    Alalwan, A. A., Rana, N. P., Dwivedi, Y. K., & Algharabat, R. (2017). Social media in marketing: A review and analysis of the existing literature. Telematics and Informatics, 34(7), 1177–1190.
    Alba, J. W., & Hutchinson, J. W. (1987). Dimensions of consumer expertise. Journal of Consumer Research, 13(4), 411–454.
    Alba, W.J. & Hasher, L. (1983). Is memory schematic?. Psychological Bulletin,93(2), 203-231.
    Alexa.(2019). The top 500 sites on the web. Retrieved from https://www.alexa.com/topsites
    Ali, M. S.,Gjylbegaj, V., & Balfagieh, M. (2017). The Effect of Using Social Media Celebrities for Product Endorsements.International Journal of Arts & Sciences,10(1),339–350.
    Alvarez, E. (2017). YouTube stars are blurring the lines between content and ads. Engadget. Retrieved from https://www.engadget.com/2017/07/25/youtube-influencers-spon sored-videos/
    Amazeen, M. A., & Wojdynski, B. W. (2018). The effects of disclosure format on native advertising recognition and audience perceptions of legacy and online news publishers. Journalism. https://doi.org/10.1177/1464884918754829
    Amos, Clinton & Holmes, Gary & Strutton, David. (2008). Exploring the relationship between celebrity endorser effects and advertising effectiveness: A quantitative synthesis of effect size. International Journal of Advertising,27(2), 209-234.
    Angulo, N. (2016). Brand marketers see higher engagement with micro-influencers: Survey. Retrieved from http://www.marketingdive.com/news/brand-marketers-see-higherengagement-with-micro-influencers-survey/418109/
    Ashley, C., & T. Tuten. (2015). Creative strategies in social media marketing: An exploratory study of branded social content and consumer engagement. Psychology and Marketing, 32(1), 15–27.
    Atkin C., & Block, M. P.(1983). Effectiveness of Celebrity Endorsers. Journal of Advertising Research, 23, 57-61.
    Balasubramanian, S. (1994). Beyond Advertising and Publicity: Hybrid Messages and Public Policy Issues. Journal of Advertising, 23(4), 29-46. Retrieved from www.jstor.org/stable/4188949
    Ballantine, P. W., & Au Yeung, C. (2015). The effects of review valence in organic versus sponsored blog sites on perceived credibility, brand attitude, and behavioural intentions. Marketing Intelligence & Planning, 33(4), 508–521. doi:10.1108/mip-03-2014-0044
    Balog, K., M. D. Rijke, & W. Weerkamp. (2008). Bloggers as experts: Feed distillation using expert retrieving models. In Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval, ed. Syung Hyon Myaeng, Douglas W. Oard, Fabrizio Sebastiani, Tat-Seng Chua, and Mun-Kew Leong, 753–54. New York: ACM.
    Bambauer-Sachse, S., & Mangold, S. (2013). Do consumers still believe what is said in online product reviews? A persuasion knowledge approach. Journal of Retailing and Consumer Services, 20(4), 373–381. doi:10.1016/j.jretconser.2013.03.004.
    Bansal, H. S., & Voyer, P. A. (2000). Word-of-Mouth Processes within a Services Purchase Decision Context. Journal of Service Research, 3(2), 166–177. doi:10.1177/109467050032005
    Batra, R., & Ahtola, O. T. (1991). Measuring the Hedonic and Utilitarian Sources of Consumer Attitudes. Marketing Letters, 2(2), 159–170. doi:10.1007/BF00436035
    Belch, G. E., & Belch, M. A. (2004). Advertising and promotion: An integrated marketing communications perspective. Boston: McGraw-Hill.
    Berg, M. (2016). The Highest-Paid YouTube Stars 2016: PewDiePie Remains No. 1 With $15 Million. Retrieved from https://www.forbes.com/sites/maddieberg/2016/12/05/the-highest-paid-youtube-stars-2016-pewdiepie-remains-no-1-with-15-million/#5e742ebb7713
    Bergkvist, L., & Zhou, K. Q. (2016). Celebrity Endorsements: A Literature Review and Research Agenda. International Journal of Advertising, 4(35), 642–63.
    Bergkvist, L., & Zhou, K. Q. (2016). Celebrity endorsements: a literature review and research agenda. International Journal of Advertising, 35(4), 642-663. DOI: 10.1080/02650487.2015.1137537
    Bergkvist, L., Hjalmarson, H., & Magi, A. W. (2016). A new model of how celebrity endorsements work: Attitude toward the endorsement as a mediator of celebrity source and endorsement effects. International Journal of Advertising, 35(2), 171-184.
    Berthon, P. R., Pitt, L. F., Plangger, K., & Shapiro, D. (2012). Marketing meets Web 2.0, social media, and creative consumers: Implications for international marketing strategy. Business Horizons, 55(3), 261–271. doi:10.1016/j.bushor.2012.01.007
    Besharat, A., & R. Langan. (2013). Towards the formation of consensus in the domain of co-branding: Current fndings and future priorities. Journal of Brand Managemen,21(2), 112–132.
    Bettman, J. R., & Park, C. W. (1980). Effects of prior knowledge and experience and phase of the choice process on consumer decision processes. Journal of Consumer Research, 7(3), 234–248.
    Biswas, D., Grewal, D., & Roggeveen, A. (2010). How the Order of Sampled Experiential Products Affects Choice. Journal of Marketing Research, 47(3), 508.
    Boerman, S. C. (2019). The effects of the standardized instagram disclosure for micro- and meso-influencers. Computers in Human Behavior,103,199-207 doi:10.1016/j.chb.2019.09.015
    Boerman, S. C., & Kruikemeier, S. (2016). Consumer responses to promoted tweets sent by brands and political parties. Computers in Human Behavior, 65, 285–294.
    Boerman, S. C., & Van Reijmersdal, E. A. (2016). Informing consumers about “hidden” advertising: A literature review of the effects of disclosing sponsored content. Advertising in new formats and media: Current research and implications for marketers,115-146.
    Boerman, S. C., van Reijmersdal, E. A., & Neijens, P. C. (2012). Sponsorship Disclosure: Effects of Duration on Persuasion Knowledge and Brand Responses. Journal of Communication, 62(6), 1047–1064. doi:10.1111/j.1460-2466.2012.01677.x
    Boerman, S. C., van Reijmersdal, E. A., & Neijens, P. C. (2015). How audience and disclosure characteristics influence memory of sponsorship disclosures. International Journal of Advertising, 34(4), 576–592. doi:10.1080/02650487.2015.1009347
    Boerman, S. C., Willemsen, L. M., & Van Der Aa, E. P. (2017). “This Post Is Sponsored.” Effects of Sponsorship Disclosure on Persuasion Knowledge and Electronic Word of Mouth in the Context of Facebook. Journal of Interactive Marketing, 38, 82–92. doi:10.1016/j.intmar.2016.12.002
    Bouhlel, O., Mzoughi, N., Ghachem, M. S., Negra, A. (2010). Online Purchase Intention, Understanding the Blogosphere Effect. International Journal of e-Business Management, 4(2), 37-51.
    Brossard, D. (2013). New media landscapes and the science information consumer. Proceedings of the National Academy of Sciences, 110, 14096–14101. doi:10.1073/pnas.1212744110
    Brown, Duncan & Nick Hayes. (2008). Influencer Marketing: Who Really Influences Your Customers? Oxford, United Kingdom: Butterworth-Heinemann.
    Bucher, T. (2017). The Algorithmic Imaginary: Exploring the Ordinary Affects of Facebook Algorithms. Information, Communication & Society, 20 (1), 30–44. doi:10.1080/1369118X.2016.1154086.
    Burgess, Jean, & Joshua Green. (2009). YouTube: Online Video and Participatory Culture. Malden: Polity Press.
    Burmann, C. & Arnhold, U. (2009). User Generated Branding: State of the Art of Research. Germany: Lit, Munster.
    Campbell, C., & Marks, L. J. (2015). Good native advertising isn’t a secret. Business Horizons, 58(6), 599–606. doi:10.1016/j.bushor.2015.06.003
    Campbell, M. C., & Kirmani, A. (2000). Consumers’ Use of Persuasion Knowledge: The Effects of Accessibility and Cognitive Capacity on Perceptions of an Influence Agent. Journal of Consumer Research, 27(1), 69–83. doi:10.1086/314309
    Campbell, M. C., Mohr, G. S., & Verlegh, P. W. J. (2013). Can disclosures lead consumers to resist covert persuasion? The important roles of disclosure timing and type of response. Journal of Consumer Psychology, 23, 483-495.
    Carlson, B. D., Donavan, D. T., Deitz, G. D., Bauer, B. C., & Lala, V. (2020). A customer-focused approach to improve celebrity endorser effectiveness. Journal of Business Research, 109, 221–235. doi:10.1016/j.jbusres.2019.11.048
    Carr, C. T., & Hayes, R. A. (2014). The effect of disclosure of third-party influence on an opinion leader's credibility and electronic word of mouth in two-step flow. Journal of Interactive Advertising, 14(1), 38–50.
    Chamberlain, D. (2010). YouTube: Online Video and Participatory Culture, by Jean Burgess and Joshua Green. Popular Communication, 1(8), 96-98. doi: 10.1080/15405700903502312
    Chandy, R. K., Tellis, G. J., Macinnis, D. J., & Thaivanich, P. (2001). What to Say When: Advertising Appeals in Evolving Markets. Journal of Marketing Research, 38(4), 399–414. doi:10.1509/jmkr.38.4.399.18908
    Chang, Y., & Ko, Y. J. (2018). The effects of association strength on attention and product evaluation. European Journal of Marketing, 52(5-6), 1257–1279. doi:10.1108/ejm-05-2016-0261
    Chaudhuri, A., & Ligas, M. (2006). The role of emotion and reason in brand attitude formation. AMA Winter Educators’ Conference Proceedings, 17, 195–201.
    Cheema, A., & Papatla, P. (2010). Relative importance of online versus offline information for Internet purchases: Product category and Internet experience effects. Journal of Business Research, 63(9/10), 979–985. doi:10.1016/j.jbusres.2009.01.021
    Chen, C.P. (2016). Forming digital self and parasocial relationships on YouTube. Journal of Consumer Culture, 16(1), 232–254. doi:10.1177/1469540514521081
    Chen, C.Y., Lin, Y.H., & Claussen, C. L. (2012). Celebrity endorsement for sporting events using classical conditioning. International Journal of Sports Marketing and Sponsorship, 13(3), 46–56. doi:10.1108/ijsms-13-03-2012-b005
    Chen, Y., & Xie, J. (2008). Online consumer review: Word-of-mouth as a new element of marketing communication mix. Management Science, 54(3), 477–491.
    Chernev, A. (2004). The goal-attribute compatibility in consumer choice. Journal of Consumer Psychology, 14(1-2), 141–50.
    Chia, A. (2012). Welcome to me-mart: The politics of user-generated content in personal blogs. American Behavioral Scientist, 56, 421-438. doi:10.1177/0002764211429359
    Childers, C. C., Lemon, L. L., & Hoy, M. G. (2018). #Sponsored #Ad: Agency Perspective on Influencer Marketing Campaigns. Journal of Current Issues & Research in Advertising, 1–17. doi:10.1080/10641734.2018.1521113
    Childers, C. C., Lemon, L. L., & Hoy, M. G. (2019). #Sponsored #Ad: Agency Perspective on Influencer Marketing Campaigns. Journal of Current Issues & Research in Advertising, 40(3), 258-274. doi:10.1080/10641734.2018.1521113
    Chitturi, R., Raghunathan, R., & Mahajan, V. (2007). Form Versus Function: How the Intensities of Specific Emotions Evoked in Functional Versus Hedonic Trade-Offs Mediate Product Preferences. Journal of Marketing Research, 44 (4), 702–14.
    Choi, S. M., & Rifon, N. J. (2012). It Is a Match: The Impact of Congruence between Celebrity Image and Consumer Ideal Self on Endorsement Effectiveness. Psychology & Marketing, 29(9), 639–650. doi:10.1002/mar.20550
    Choi, W., & Lee, Y. (2019). Effects of fashion vlogger attributes on product attitude and content sharing. Fashion and Textiles, 6(1). doi:10.1186/s40691-018-0161-1
    Christodoulides, G., N. Michaelidou, & N.T. Siamagka(2013). A Typology of Internet Users Based on Comparative Affective States: Evidence from Eight Countries. European Journal of Marketing 47(1), 153–173.
    Chu, D. (2009). Collective behavior in YouTube: A case study of “Bus Uncle” online videos. Asian Journal of Communication, 19(3), 337–353.
    Chung, H. W., & Shim, S. W. (2017). A study on the video-type native advertising effect according to the advertising appeal, involvement and persuasion knowledge. Korean Advertising and PR Practitional Soceity, 10(4), 222–254.
    Chung, S., & H. Cho. (2017). Fostering parasocial relationships with celebrities on social media: Implications for celebrity endorsement. Psychology & Marketing, 34(4), 481–495.
    Colliander, J. & Dahlén, M. (2011). Following the fashionable friend: the power of social mediaweighing publicity effectiveness of blogs versus online magazines. Journal of Advertising Research, 51(1), 313-320.
    Colliander, J., & Erlandsson, S. (2013). The blog and the bountiful: Exploring the effects of disguised product placement on blogs that are revealed by a third party. Journal of Marketing Communications, 21(2), 110–124. doi:10.1080/13527266.2012.730543
    Colliander, J., & Erlandsson, S. (2015). The blog and the bountiful: Exploring the effects of disguised product placement on blogs that are revealed by a third party. Journal of Marketing Communications, 21, 110-124. doi:10.1080/13527266.2012.730543
    Colliander, J., Dahlén, M., & Modig, E. (2015). Twitter for two: investigating the effects of dialogue with customers in social media. International Journal of Advertising, 34(2), 181–194. doi:10.1080/02650487.2014.996197
    Cooley, D., & Parks-Yancy, R. (2019). The Effect of Social Media on Perceived Information Credibility and Decision Making. Journal of Internet Commerce, 1–21. doi:10.1080/15332861.2019.1595362
    Cooper, M. (1984). Can Celebrities Really Sell Products. Marketing and Media Decisions, 19 (3), 64.
    Cowley, E., & C. Barron. (2008). When product placement goes wrong: The efects of program liking and placement prominence. Journal of Advertising, 37(1), 89–98.
    Crowley, A. E., Spangenberg, E. R., & Hughes, K. R. (1992). Measuring the hedonic and utilitarian dimensions of attitudes toward product categories. Marketing Letters, 3, 239-249. doi:10.1007/BF00994132.
    Cunningham, N, & Laura, F. B. (2012). The Tweet Is in Your Court: Measuring Attitude Towards Athlete Endorsements in Social Media. International Journal of Integrated Marketing Communications, 4 (2), 73-87.
    Dabner, N. (2012). ‘Breaking Ground’ in the use of social media: A case study of a university earthquake response to inform educational design with Facebook. The Internet and Higher Education, 15(1), 69–78.
    Das, G., Mukherjee, A., & Smith, R. J. (2018). The Perfect Fit: The Moderating Role of Selling Cues on Hedonic and Utilitarian Product Types. Journal of Retailing, 94(2), 203–216. doi:10.1016/j.jretai.2017.12.002
    Davies, F., & Slater, S. (2015). Unpacking celebrity brands through unpaid market communications. Journal of Marketing Management. 31(5/6). 1-20. 10.1080/0267257X.2014.1000941.
    De Bérail, P., Guillon, M., & Bungener, C. (2019). The relations between YouTube addiction, social anxiety and parasocial relationships with YouTubers: A moderated-mediation model based on a cognitive-behavioral framework. Computers in Human Behavior, 99, 190–204. doi:10.1016/j.chb.2019.05.007
    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, 106342. doi:10.1016/j.chb.2020.106342
    De Veirman, M., & Hudders, L. (2019). Disclosing sponsored Instagram posts: the role of material connection with the brand and message-sidedness when disclosing covert advertising. International Journal of Advertising, 1–37. doi:10.1080/02650487.2019.1575108
    De Veirman, M., & Hudders, L. (2019). Disclosing sponsored Instagram posts: the role of material connection with the brand and message-sidedness when disclosing covert advertising. International Journal of Advertising, 1-37. doi:10.1080/02650487.2019.1575108
    De Veirman, M., Cauberghe, V., & Hudders, L. (2016). Marketing through instagram influencers: impact of number of followers and product divergence on brand attitude. 15th International Conference on Research in Advertising. Presented at the 15th International Conference on Research in Advertising.
    De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828.
    Dekker K, & Van Reijmersdal EA. (2013). Brand placement disclosures to mitigate persuasion: The role of celebrity endorsement and disclosure type. Journal of Promotion Management,19(2), 224–240. doi: 10.1080/10496491.2013.769473.
    Dens, N., & De Pelsmacker, P. (2010). Consumer response to different advertising appeals for new products: The moderating influence of branding strategy and product category involvement. Journal of Brand Management, 18(1), 50–65. doi:10.1057/bm.2010.22
    Dhar, R. & Wertenbroch, K. (2000). Consumer choice between hedonic and utilitarian goods. Journal of Marketing Research, 37 (1), 60-71.
    Dibble, J.L., T. Hartmann, & S.F. Rosaen. (2016). Parasocial interaction and parasocial relationship: Conceptual clarification and a critical assessment of measures. Human Communication Research, 42(1), 21–44.
    Djafarova, E., & Rushworth, C. (2017). Exploring the credibility of online celebrities' instagram profiles in influencing the purchase decisions of young female users. Computers in Human Behavior,68, 1–7.
    Dodds, W.B., Monroe, K.B. & Grewal, D. (1991). Effects of price, brand, and store information on buyers’ product evaluations. Journal of Marketing Research (JMR), 28(3),307–319. doi:10.1177/1354856517736977.
    Duan, W., B. Gu, & A. B. Whinston (2008). “Do Online Reviews Matter? An Empirical Investigation of Panel Data.” Decision Support Systems 45 (4), 1007– 1016.
    Ducoffe, R. (1996). Advertising value and advertising on the web. Journal of Advertising Research, 36(5), 21–35. doi:10.1080/135272600750036364
    Duffy, B. E., & Hund, E. (2015). “Having it All” on social media: Entrepreneurial femininity and selfbranding among fashion bloggers. Social Media+ Society, 1(2), 1-5.
    Dwivedi, A., Johnson, L.W., & McDonald, R.E. (2015). Celebrity endorsement, self-brand connection and consumer-based brand equity. Journal of Product & Brand Management, 24 (5), 449-461.
    Dwivedi, Y. K., Kapoor, K. K., & Chen, H. (2015). Social media marketing and advertising. The Marketing Review, 15(3), 289–309.
    endorsement advertisements. European Journal of Marketing, 38(11-12), 1509–1526.
    Erdogan, B. Z. (1999). Celebrity Endorsement: A Literature Review. Journal of Marketing Management, 15(4), 291-314. doi: 10.1362/026725799784870379
    Escobedo, J. (2017). How Singapore’s Most Popular YouTubers Promote and Monetize Their YouTube Channel. Retrieved from https://www.forbes.com/sites/joeescobedo/2017/03/01/how-singapores-most-popular-youtubers-promote-and-monetize-their-youtube-channel/#5c85e357ce50
    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.
    Fang, X. & Hu, P.J. (2018). Top persuader prediction for social networks. MIS Quarterly,42(1),63–82.
    Fazio, Russell H. & Richard E. Petty. (2007). Attitudes: Their Structure, Function, and Consequences. New York: Psychology Press.
    Federal Trade Commission (FTC). (2017a). The FTC’s endorsement guides: What people are asking. (Last update September 2017). Retrieved from https://www.ftc.gov/tips-advice/business-center/guidance/ftcs-endorsement-guideswhat-people-are-asking
    Federal Trade Commission (FTC). (2017b). FTC staff reminds influencers and brands to clearly disclose relationship. Retrieved from https://www.ftc.gov/news-events/press-releases/2017/04/ftc-staffreminds-influencers-brands-clearly-disclose
    Federal Trade Commission (FTC). (2017c). CSGO lotto owners settle FTC’s first-ever complaint against individual social media influencers. Retrieved from https://www.ftc.gov/news-events/pressreleases/2017/09/csgo-lotto-owners-settle-ftcs-first-ever-complaint-against
    Federal Trade Commission (FTC). (2017d). Tweet sent on September 20, 2017: “The same applies to built-in Instagram tool. #Influencers101.” Retrieved from https://twitter.com/FTC/status/910599444143452160
    Federal Trade Commission(FTC). ( 2015). Native advertising: A guide for businesses. Retrieved from https://www. ftc.gov/tips-advice/business-center/guidance/native-advertising-guide-businesses.
    Ferchaud, A., Grzeslo, J., Orme, S., & LaGroue, J. (2018). Parasocial attributes and YouTube personalities: Exploring content trends across the most subscribed YouTube channels. Computers in Human Behavior, 80, 88–96. doi:10.1016/j.chb.2017.10.041
    Ferguson, R. (2008). Word of mouth and viral marketing: Taking the temperature of the hottest trends in marketing. Journal of Consumer Marketing, 25(3), 179–182.
    Ferris, K.O.,(2007). The sociology of celebrity. Sociology Compass, 1 (1), 371–384.
    Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117–40.
    Fink, J., G. Cunningham, & L.J. Kensicki. (2004). Utilizing athletes as endorsers to sell women’s sport: Attractiveness versus expertise. Journal of Sport Management 18(4), 350–67.
    Folkvord, F., Bevelander, K., Rozendaal, E., & Hermans, R. (2019). Children’s bonding with popular YouTube vloggers and their attitudes toward brand and product endorsements in vlogs: an explorative study. Young Consumers,20(2). https://doi.org/10.1108/YC-12-2018-0896
    Freberg, K., Graham, K., McGaughey, K., & Freberg, L. A. (2011). Who are the social media influencers? A study of public perceptions of personality. Public Relations Review, 37(1), 90–92. doi:10.1016/j.pubrev.2010.11.001
    Frederick, E.L., C.H. Lim, G. Clavio, & P. Walsh. (2012). Why we follow: An examination of parasocial interaction and fan motivations for following athlete archetypes on Twitter. International Journal of Sport Communication, 5(4), 481–502.
    Friestad, M., & Wright, P. (1994). The Persuasion Knowledge Model: How People Cope with Persuasion Attempts. Journal of Consumer Research, 21(1), 1. doi:10.1086/209380
    Gamson J (2011).The unwatched life is not worth living: The elevation of the ordinary in celebrity culture. PMLA, 126(4), 1061–1069.
    Garcia, D. (2017). Social media mavens wield ‘influence,’ and rake in big dollars. CNBC, August 12, Retrieved from https://www.cnbc.com/2017/08/11/social-media-influencers-rake-in-cashbecome-a-billion-dollar-market.html
    Gerhards, C. (2017). Product placement on YouTube: An explorative study on YouTube creators’ experiences with advertisers. Convergence: The International Journal of Research Into New Media Technologies. Advance online publication. doi:10.1177/1354856517736977
    Gerhards, C. (2019). Product placement on YouTube: An explorative study on YouTube creators’ experiences with advertisers. Convergence, 25(3), 516–533. https://doi.org/10.1177/1354856517736977
    Giffin, K (1967). The Contribution of Studies of Source Credibility to a Theory of Interpersonal Trust in the Communication Process. Psychological Bulletin, 68 (2), 104- 119.
    Giles, D.C. (2002). Parasocial interaction: A review of the literature and a model for future research. Media Psychology, 4(3), 279–305.
    Goldsmith, R. E., Lafferty, B. A., & Newell, S. J. (2000). The Impact of Corporate Credibility and Celebrity Credibility on Consumer Reaction to Advertisements and Brands. Journal of Advertising, 29(3), 43-54. doi:10.1080/00913367.2000.10673616
    Gong, W., & Li, X., (2017). Engaging fans on microblog: the synthetic influence of parasocial interaction and source characteristics on celebrity endorsement. Psychol. Mark,. 34 (7), 720–732.
    Greenwood, S., A. Perrin & M. Duggan. (2016). Retrieved from http://www.pewinternet.org/2016/11/11/social-media-update-2016/
    Guido, G., & Peluso, A. M. (2009). When are baby-faced endorsers appropriate? Testing effects on credibility and purchase intention. Journal of Current Issues & Research in Advertising, 31 (2), 67-74.
    Gupta, R. Kishore, N., & Verma, D. (2015). Impact of Celebrity Endorsement on Consumers Purchase Intention: A Study of Indian Consumers. Australian Journal of Business and Management Research,5(3), 103-121.
    Habibi, M., Laroche, M., & Richard, M. (2016). Testing an extended model of consumer behavior in the context of social media-based brand communities. Computers in Human Behavior, 62, 292-302.
    Hair, N., Clark, M., & Shapiro, M. (2010). Toward a Classification System of Relational Activity in Consumer Electronic Communities: The Moderators’ Tale. Journal of Relationship Marketing, 9 (1), 54-65.
    Hajli, N., Shanmugam, M., Papagiannidis, S., Zahay, D., & Richard, M. O. (2017). Branding co-creation with members of online brand communities. Journal of Business Research, 70, 136–144.
    Halamish, V., Liberman, N., Higgins, E. T., & Idson, L. C. (2008). Regulatory Focus Effects on Discounting Over Uncertainty for Losses vs. Gains. Journal of Economic Psychology,29 (5), 654–66.
    Hall, K. (2016). The importance of authenticity in influencer marketing. Sprout Content. Sprout Content, September 30, Retrieved from https://www.sproutcontent.com/blog/the-importance-ofauthenticity-in-influencer-marketing
    Han, B. (2018). Views versus subscriptions: which one matters to a YouTuber’s monetisation success? International Journal of Web Based Communities, 14(4), 325. doi:10.1504/ijwbc.2018.096243
    Han, B., & Windsor, J. (2011). User’s willingness to pay on social network sites. Journal of Computer Information Systems, 51(4), 31–40.
    Haryacha, P. (2014). How to find the right YouTube influencers for your brand. TechCrunch. Retrieved from http://social.techcrunch.com/2014/12/31/how-to-find-the-rightyoutube-influencers-for-your-brand/
    Hass, R. G. (1981). Effects of Source Characteristics on Cognitive Responses and Persuasion In Cognitive Responses in Persuasion, Edited by: Petty, R., Ostrom, T. & Brock, T. NJ: Erlbaum.
    Hayes, A. F. (2013). An introduction to mediation, moderation, and conditional process analysis: A regression‐based approach. New York, NY: Guilford Press.
    Hill, S.R., Troshani, I., & Chandrasekar, D.(2017). Signalling effects of vlogger popularity on online consumers. J. Comput. Inf. Syst., 1–9.
    Hirschman, E.C., & C.J. Thompson. (1997). Why media matter: Toward a richer understanding of consumers’ relationships with advertising and mass media. Journal of Advertising, 26(1), 43–60.
    Hirschman, E.C., & Holbrook, M.B. (1982). Hedonic consumption: emerging concepts, methods and propositions. Journal of Marketing Research, 46 (3), 92–101.
    Hirschman, E. & Holbrook, M. (1982). Hedonic consumption: emerging concepts, methods and propositions. Journal of Marketing, 46 (3), 92-101.
    Holbrook, M. B., & Hirschman, E. C. (1982). The experiential aspects of consumption: Consumer fantasies, feelings, and fun. Journal of Consumer Research, 9(2), 132—140.
    Holmes, E. (2013). The new style infuencers are digital. Wall Street Journal, September 10. Retrieved from https://www.wsj.com/articles/the-newstyle-infuencers-are-digital-1378854156.
    Horton, D., & Richard Wohl, R. (1956). Mass Communication and Para-Social Interaction, Psychiatry, 19(3), 215-229. doi: 10.1080/00332747.1956.11023049
    Hou, M. (2019). Social media celebrity and the institutionalization of YouTube. Convergence, 25(3), 534–553. https://doi.org/10.1177/1354856517750368
    Hovland, Carl I., Irving K. Janis, & Harold H., Kelley (1953). Communication and Persuasion, New Haven, CT: Yale University Press.
    https://doi.org/10.1108/03090560410560218.
    Hughes, C., Swaminathan, V., & Brooks, G. (2019). Driving Brand Engagement Through Online Social Influencers: An Empirical Investigation of Sponsored Blogging Campaigns. Journal of Marketing, 83(5), 78 -96. https://doi.org/10.1177/0022242919854374
    Hwang, K., & Zhang, Q. (2018). Influence of parasocial relationship between digital celebrities and their followers on followers' purchase and electronic word-of-mouth intentions, and persuasion knowledge. Computers in Human Behavior, 87, 155-173.
    Hwang, Y., & Jeong, S.H. (2016). “This is a sponsored blog post, but all opinions are my own”: The effects of sponsorship disclosure on responses to sponsored blog posts. Computers in Human Behavior, 62, 528–535. doi:10.1016/j.chb.2016.04.026
    Hyman, D. A., Franklyn, D. J., Yee, C. E., & Rahmati, M. (2017). Going Native: Can Consumers Recognize Native Advertising? Does it Matter? Instagram Business: Marketing on Instagram | Instagram for Business (n.d.). Retrieved from https://business.instagram.com/
    Ibrahim, B., Aljarah, A., & Ababneh, B. (2020). Do Social Media Marketing Activities Enhance Consumer Perception of Brands? A Meta-Analytic Examination. Journal of Promotion Management, 1–25. doi:10.1080/10496491.2020.1719956
    Iftikhar, H., Shah, P., & Luximon, Y. (2019). Exploring the Balance Between Utilitarian and Hedonic Values of Wearable Products. Advances in Physical Ergonomics and Human Factors, 407–416. doi:10.1007/978-3-030-20142-5_41
    Ikonen, J., Sardini, P., Jokelainen, L., Siitari-Kauppi, M., Martin, A., & Eikenberg, J. (2016). The tritiated water and iodine migration in situ in Grimsel granodiorite. Part I: determination of the diffusion profiles. Journal of Radioanalytical and Nuclear Chemistry, 310(3), 1041–1048. doi:10.1007/s10967-016-4890-6
    Ilicic, J., & Webster, C. M. (2014). Eclipsing: When Celebrities Overshadow the Brand. Psychology & Marketing, 31(11), 1040–1050. doi:10.1002/mar.20751
    Interactive Advertising Bureau (IAB). (2016). IAB Europe Guidance: How to comply with EU rules applicable to online native advertising. Retrieved from https://www.iabeurope.eu/wp-content/uploads/2016/ 12/IAB-Europe-Online-Native-Advertising-Guidance.pdf
    Jackson, D. (2018). Top 8 influencer marketing trends for 2018. Sprout Social. Retrieved from https://sproutsocial.com/insights/influencer-marketing/
    Jerslev, A. (2016). In The Time of the Microcelebrity: Celebrification and the YouTuber Zoella. International Journal of Communication, 10, 5233-5251.
    Jiménez-Castillo, D., & Sánchez-Fernández, R. (2019). The role of digital influencers in brand recommendation: Examining their impact on engagement, expected value and purchase intention. International Journal of Information Management, 49, 366–376. doi:10.1016/j.ijinfomgt.2019.07.009
    Jin, H. S., Suh, J., & Donavan, D. T. (2008). Salient Effects of Publicity in Advertised Brand Recall and Recognition: The List-Strength Paradigm. Journal of Advertising, 37(1), 45–57. doi:10.2753/joa0091-3367370104
    Jin, S., & Muqaddam, A. (2019). Product placement 2.0: “Do Brands Need Influencers, or Do Influencers Need Brands?”. Journal of Brand Management, 26(5), 522-537. https://doi.org/10.1057/s41262-019-00151-z
    Jin, S., Muqaddam, A., & Ryu, E. (2019). Instafamous and social media influencer marketing. Marketing Intelligence and Planning, 37(5), 567-579. https://doi.org/10.1108/MIP-09-2018-0375
    Jung, A.-R., & Heo, J. (2019). Ad Disclosure vs. Ad Recognition: How Persuasion Knowledge Influences Native Advertising Evaluation. Journal of Interactive Advertising,19(1), 1-14. doi: 10.1080/15252019.2018.1520661
    K. Balasubramanian, S., Patwardhan, H., Pillai, D., & K. Coker, K. (2014). Modeling attitude constructs in movie product placements. Journal of Product & Brand Management, 23(7), 516–531. doi:10.1108/jpbm-04-2014-0552
    Kahle, L., & Homer, P.M.,(1985). Physical attractiveness of the celebrity endorser: a social adaptation perspective. J. Consum. Res.,11 (4), 954–962.
    Kamins, M.A., & Gupta, K., (1994). Congruence between spokesperson and product type: a Match-Up hypothesis perspective. Psychol. Mark., 11 (6), 569–586.
    Kamins, M.A.,(1990). An investigation into the “match-up” hypothesis in celebrity advertising: when beauty may be only skin deep. J. Advert., 19 (1), 4–13.
    Kapitan, Sommer & Silvera, David. (2015). From digital media influencers to celebrity endorsers: attributions drive endorser effectiveness. Marketing Letters, 27(3), 10.1007/s11002-015-9363-0.
    Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! the challenges and opportunities of Social Media. Business Horizons, 53(1), 59–68.
    Keel, A., & Nataraajan, R. (2012). Celebrity Endorsements and Beyond: New Avenues for Celebrity Branding. Psychology & Marketing, 29(9), 690–703. doi:10.1002/mar.20555
    Keel, A., & R. Nataraajan. (2012). Celebrity Endorsements and Beyond: New Avenues for Celebrity Branding. Psychology & Marketing,29. doi:10.1002/mar.20555.
    Keller, E., & Berry, J. (2003). The influentials: One American in ten tells the other nine how to vote, where to eat, and what to buy. New York, NY: Simon and Schuster.
    Keller, K.L. (2013). Strategic Brand Management: Building, Measuring, and Managing Brand Equity (4th ed.). Prentice-Hall, London.
    Khajehzadeh, S., Oppewal, H., & Tojib, D. (2014). Consumer Responses to Mobile Coupons: The Roles of Shopping Motivation and Regulatory Fit. Journal of Business Research, 67 (11), 2447–55.
    Khamis, S., Ang, L., & Welling, R. (2016). Self-branding, “micro-celebrity” and the rise of Social Media Influencers. Celebrity Studies, 8(2), 191–208. doi:10.1080/19392397.2016.1218292
    Khan, U., Dhar, R., & Wertenbroch, K. (2005). A behavioral decision theoretic perspective on hedonic and utilitarian choice. In Ratneshwar, S. and Mick, D.G. (Eds), Inside Consumption: Frontiers of Research on Consumer Motives, Goals, and Desires, Routledge, Abingdon,144-165.
    Khatri, P. (2006). Celebrity endorsement: A strategic promotion perspective: Indian Media Studies. Journal, 1(1), 10-47.
    Ki, C., & Kim, Y. (2019). The mechanism by which social media influencers persuade consumers: The role of consumers’ desire to mimic. Psychology & Marketing. 10.1002/mar.21244.
    Kim, D.Y., & Kim, H.Y. (2020). Influencer advertising on social media: The multiple inference model on influencer-product congruence and sponsorship disclosure. Journal of Business Research. doi:10.1016/j.jbusres.2020.02.020
    Kim, E. (Anna), Ratneshwar, S., & Thorson, E. (2017). Why Narrative Ads Work: An Integrated Process Explanation. Journal of Advertising, 46(2). 283-296. 10.1080/00913367.2016.1268984.
    Kim, H., & John, D. R. (2008). Consumer response to brand extensions: Construal level as a moderator of the importance of perceived fit. Journal of Consumer Psychology, 18(2), 116–126.
    Kim, J. (2012). The institutionalization of YouTube: From user-generated content to professionally generated content. Media, Culture & Society, 34(1), 53–67. doi: 10.1177/0163443711427199.
    Kim, K., Lee, S., & Choi, Y. K. (2017). Image proximity in advertising appeals: Spatial distance and product types. Journal of Business Research. doi:10.1016/j.jbusres.2017.08.031
    Kim, M., & Song, D. (2018). When brand-related UGC induces effectiveness on social media: the role of content sponsorship and content type. International Journal of Advertising,37(1), 105-124.
    Kim, Mikyoung, Lee, Jin & Lee, Ki-Young. (2019). Interplay of content type and product type in the consumer response to native advertising on social media. Asian Journal of Communication, 29(6), 464-482. doi: 10.1080/01292986.2019.1679852
    Kim, S. J., Maslowska, E., & Tamaddoni, A. (2019). The paradox of (dis)trust in sponsorship disclosure: The characteristics and effects of sponsored online consumer reviews. Decision Support Systems, 116, 114-124. https://doi.org/10.1016/j.dss.2018.10.014
    Kim, Y.J., & Han, J. (2014). Why smartphone advertising attracts customers: A model of Web advertising, flow, and personalization. Computers in Human Behavior, 33, 256-269.
    Kim, Y.J., & Na, J.H., (2007). Effects of celebrity athlete endorsement on attitude towards the product: the role of credibility, attractiveness and the concept of congruence. Int. J. Sports Mark. Spons.,8 (4), 23–33.
    Kivetz, R., & Simonson, I. (2002). Earning the Right to Indulge: Effort as a Determinant of Customer Preferences toward Frequency Program Rewards. Journal of Marketing Research, 39(2), 155–170. https://doi.org/10.1509/jmkr.39.2.155.19084
    Klein, K., & Melnyk, V. (2014). Speaking to the mind or the heart: effects of matching hedonic versus utilitarian arguments and products. Marketing Letters, 27(1), 131–142. doi:10.1007/s11002-014-9320-3
    Korhonen, P. J., Malo, P., Pajala, T., Ravaja, N., Somervuori, O., & Wallenius, J. (2018). Context matters: The impact of product type, emotional attachment and information overload on choice quality. European Journal of Operational Research, 264(1), 270–279. doi:10.1016/j.ejor.2017.06.060
    Krumm, J., Davies, N., & Narayanaswami, C. (2008). User-Generated Content. IEEE Pervasive Computing, 7(4), 10–11. doi:10.1109/mprv.2008.85
    Kuo, C. (2015). Change of shopping behavior in Taiwanese consumers: examining the AISAS model online consumer behavior. Chinese Journal of Communication Research,27, 139-165.
    Kusumasondjaja, S. (2018). The roles of message appeals and orientation on social media brand communication effectiveness: an evidence from Indonesia. Asia Pacific Journal of Marketing and Logistics, 30 (4),1135-1158.
    Labrecque, L. I. (2014). Fostering Consumer–Brand Relationships in Social Media Environments: The Role of Parasocial Interaction. Journal of Interactive Marketing,28(2),134-148.
    Labrecque, L. I., vor dem Esche, J., Mathwick, C., Novak, T. P., & Hofacker, C. F. (2013). Consumer Power: Evolution in the Digital Age. Journal of Interactive Marketing, 27, 257–269. doi:10.1016/j.intmar.2013.09.002.
    Ladhari, R., Massa, E., & Skandrani, H. (2020). YouTube vloggers’ popularity and influence: The roles of homophily, emotional attachment, and expertise. Journal of Retailing and Consumer Services, 54, 102027. doi:10.1016/j.jretconser.2019.102027
    Ladhari, R., Massa, E., & Skandrani, H. (2020). YouTube vloggers’ popularity and influence: The roles of homophily, emotional attachment, and expertise. Journal of Retailing and Consumer Services, 54, 102027. doi:10.1016/j.jretconser.2019.102027
    Lee, J. K., Lee, S.-Y., & Hansen, S. S. (2016). Source Credibility in Consumer-Generated Advertising in Youtube: The Moderating Role of Personality. Current Psychology, 36(4), 849–860. doi:10.1007/s12144-016-9474-7
    Lee, J.E. & Watkins, B. (2016). YouTube vloggers influence on consumer luxury brand perceptions and intentions. Journal of Business Research, 69(12), 5753–5760.
    Lee, J.-G., & Thorson, E. (2008). The Impact of Celebrity–Product Incongruence on the Effectiveness of Product Endorsement. Journal of Advertising Research, 48(3), 433–449. doi:10.2501/s0021849908080446
    Lee, K., & Koo, D. (2012). Effects of attribute and valence of e-WOM on message adoption: Moderating roles of subjective knowledge and regulatory focus. Computers in Human Behavior, 28, 1974-1984.
    Lee, Y., & Koo, J. (2015). Athlete endorsement, attitudes, and purchase intention: The interaction effect between athlete endorser-product congruence and endorser credibility. Journal of Sport Management, 29 (5), 523-538.
    Leshed, G., & Kaye, J. (2006). Understanding how bloggers feel. CHI ’06 Extended Abstracts on Human Factors in Computing Systems - CHI EA ’06. doi:10.1145/1125451.1125646
    Leshed, Gilly & Kaye, Joseph. (2006). Understanding how bloggers feel: Recognizing affect in blog posts. 1019-1024. 10.1145/1125451.1125646.
    Li, C., & J. Bernoff (2011). Groundswell: Winning in a World Transformed by Social Technologies.Boston M.A.: Harvard Business Review Press.
    Li, F., & Du, T.C. (2011). Who is Talking? An Ontology-based Opinion Leader Identification Framework for Word-of-Mouth Marketing in Online Social Blogs. Decision Support Systems, 51(1), 190-197.
    Li, Feng & Du, Timon. (2011). Who is talking? An ontology-based opinion leader identification framework for word-of-mouth marketing in online social blogs. Decision Support Systems,51,190-197. doi:10.1016/j.dss.2010.12.007.
    Li, H., S.M. Edwards,& J.-H. Lee. (2002). Measuring the intrusiveness of advertisements: Scale development and validation. Journal of Advertising 31(2), 37–47.
    Ligato, L. (2015) .YouTube is Crushing Cable TV, According to Google, Huffingtonpost.com. Retrieved from http://www.huffingtonpost.com/entry/youtube-vs-cable_us_55acf44fe4b0d2ded39f5370 (accessed 1 December 2016)
    Liljander, V., Gummerus, J., & Söderlund, M. (2015). Young consumers’ responses to suspected covert and overt blog marketing. Internet Research, 25(4), 610-632. https://doi.org/10.1108/IntR-02-2014-0041
    Lim, X.J., Radzol, A.R., Cheah, J., & Wong, M.W. (2017). The impact of social media Influencers on purchase intention and the mediation effect of customer attitude. Asian Journal of Business Research, 7, 21–30.
    Lin, H.-C., Bruning, P. F., & Swarna, H. (2018). Using online opinion leaders to promote the hedonic and utilitarian value of products and services. Business Horizons, 61(3), 431–442. doi:10.1016/j.bushor.2018.01.010
    Lin, H.-F., & Shen, F. (2012). Regulatory focus and attribute framing: evidence of compatibility effects in advertising. International Journal of advertising, (1), 169.
    Linqia (2017). The State of Influencer Marketing 2018. research report (accessed May 16, 2019). Retrieved from http://www.linqia.com/wp-content/uploads/2017/12/Linqia-The-State-of-Influencer-Marketing2018.pdf.
    Liu, M. T., Liu, Y., & Zhang, L. L. (2019). Vlog and brand evaluations: the influence of parasocial interaction. Asia Pacific Journal of Marketing and Logistics. doi:10.1108/apjml-01-2018-0021
    Liu, M., Liu, Y., & Zhang, L. (2019). Vlog and brand evaluations: the influence of parasocial interaction. Asia Pacific Journal of Marketing and Logistics, 3 (2), 419-436. https://doi.org/10.1108/APJML-01-2018-0021
    Liu, M.T., Huang, Y.Y., & Jiang, M. (2007). Relations among attractiveness of endorsers, match-up, and purchase intention in sport marketing in China. Journal of Consumer Marketing, 24(6), 358-365.
    Lou, C., & Yuan, S. (2018). Influencer Marketing: How Message Value and Credibility Affect Consumer Trust of Branded Content on Social Media. Journal of Interactive Advertising, 1–45. doi:10.1080/15252019.2018.1533501
    Lou, C., Xie, Q., Feng, Y. & Kim, W. (2019). Does non-hard-sell content really work? Leveraging the value of branded content marketing in brand building. Journal of Product & Brand Management, 28(7),773-786. https://doi.org/10.1108/JPBM-07-2018-1948
    Lu, L.C., Chang, W.P., & Chang, H.H. (2014). Consumer attitudes toward blogger’s sponsored recommendations and purchase intention: The effect of sponsorship type, product type, and brand awareness. Computers in Human Behavior, 34, 258–266. doi:10.1016/j.chb.2014.02.007
    Lueck, Jennifer A. (2015). Friend-zone with Benefits: The Parasocial Advertising of Kim Kardashian. Journal of Marketing Communications, 21(2), 91–109.
    Lutz, R. (1975). Changing Brand Attitudes Through Modification of Cognitive Structure. Journal of Consumer Research, 1(4), 49–59.
    Lynch, J., Schuler, D., (1994). The Match-Up effect of spokesperson and product congruency: a schema theory interpretation. Psychol. Mark., 11 (5), 417–445.
    MacInnis, D. J., & Jaworski, B. J. (1989). Information processing from advertisements: toward an integrative framework. Journal of Marketing, 53(4), 1–23.
    MacInnis, D. J., Rao, A. G., & Weiss, A. M. (2002). Assessing When Increased Media Weight of Real-World Advertisements Helps Sales. Journal of Marketing Research, 39(4), 391–407. doi:10.1509/jmkr.39.4.391.19118
    Mackenzie, S. B., & R. J. Lutz. (1989). An Empirical Examination of the Structural Antecedents of Attitude Toward the Ad in an Advertising Pre-Testing Context. Journal of Marketing 53 (2),48–56.
    Madzharov, A. V., Ramanathan, S., & Block, L. G. (2016). The Halo Effect of Product Color Lightness on Hedonic Food Consumption. Journal of the Association for Consumer Research, 1(4), 579–591. doi:10.1086/688221
    Main, S. (2017). Micro-influencers are more effective with marketing campaigns than highly popular accounts. AdWeek. Retrieved from http://www.adweek.com/digital/micro-influencers-are-more-effective-with-marketing-campaigns-than-highly-popular-accounts/
    Malodia, S., Singh, P., Goyal, V., & Sengupta, A. (2017). Measuring the impact of brand-celebrity personality congruence on purchase intention. Journal of Marketing Communications, 23(5), 493–512. doi:10.1080/13527266.2017.1322125
    Marcoux, T., Agarwal, N., Adewale, O., Hussain, M. N., Galeano, K. K., & Al-Khateeb, S. (2019). Understanding Information Operations using YouTubeTracker. IEEE/WIC/ACM International Conference on Web Intelligence on - WI ’19 Companion,709-712. doi:10.1145/3358695.3360917
    Marshall, C. (1987). It Seemed like a Good Idea at the Time.Forbes, December 28 ,140, 98–100.
    Martins, J., Costa, C., Oliveira, T., Gonçalves, R., & Branco, F. (2018). How smartphone advertising influences consumers' purchase intention. Journal of Business Research. 10.1016/j.jbusres.2017.12.047.
    Marwick, A.E. (2015). Instafame: Luxury selfies in the attention economy. Public Culture, 27(175), 137–60.
    McAlone, N. (2016). Meet the YouTube Millionaires: These Are the Highest-paid YouTube Stars of2016. Retrieved from http://www.businessinsider.com/youtube-stars-who-makethe-most-money-in-2016-2016-12/#no-9-tie-colleen-ballinger-5-million-1
    McCole, P., & Palmer, A. (2002). Transaction frequency and trust in internet buying behavior. Irish Marketing Review, 15(2), 35–51.
    McCormick, K. (2016). Celebrity endorsements: Influence of a product-endorser match on Millennials attitudes and purchase intentions. Journal of Retailing and Consumer Services, 32, 39–45. doi:10.1016/j.jretconser.2016.05.012
    McCormick, K. (2016). Celebrity endorsements: Influence of a product-endorser match on Millennials attitudes and purchase intentions. Journal of Retailing and Consumer Services, 32, 39–45. doi:10.1016/j.jretconser.2016.05.012
    McCracken, G. (1989). Who is the celebrity endorser? Cultural foundations of the endorsement process. Journal of Consumer Research,16(3), 310–321.
    McGee, T. (2017). The rise of the millennial. Journal of Retailing and Consumer Services, (32),39–45.
    McGuire, William J. (1985). Attitudes and Attitude Change. in Handbook of Social Psychology,2, Gardner Lindzey, and Elliot Aronson, eds. New York: Random House, 233-346.
    Mediakix (2018). The 2018 influencer marketing industry ad spend. Retrieved from http://mediakix.com/2018/03/influencer-marketing-industry-ad-spend-chart/
    Melati, I., Indira Budiwan, T., & Sarjono, H. (2018). The Influence of Celebrity Endorsement on Consumer’s Attitude: A Study Case of Smartphone Brands in Jakarta, Indonesia. International Journal of Engineering & Technology, 7(4/4), 30-32. doi:10.14419/ijet.v7i4.4.19602
    Merrill, K.C., & Rubenking, B. (2019). Go Long or Go Often: Influences on Binge Watching Frequency and Duration among College Students.
    Micu, C. C., Sciandra, M. R., & Micu, A. (2019). Understanding Social Media: The Effect of Belief Type and Product Type on Consumers’ Social Media Use. Journal of Marketing Theory and Practice, 27(1), 55–66. doi:10.1080/10696679.2018.1534212
    Miller, F.M., & C.T. Allen. (2012). How does celebrity meaning transfer? Investigating the process of meaning transfer with celebrity afliates and mature brands. Journal of Consumer Psychology, 22(3), 443–452.
    Minol, K., Spelsberg, G., Schulte, E., & Morris, N.J. (2007). Portals, blogs and co.: the role of the Internet as a medium of science communication. Biotechnology journal, 2(9), 1129-40 .
    Misra, S., & Beatty, S.E.,(1990). Celebrity spokesperson and brand congruence. An assessment of recall and affect. J. Bus. Res, 21 (2), 159–173.
    Moe W, Fader PS.(2001). Modeling hedonic portfolio products: a joint segmentation analysis of music. J Mark Re,38(3),376–85.
    Momtaz, N. J., Aghaie, A., & Alizadeh, S. (2011). Social networks for marketing: Benefits and challenges. Paper presented at the 5th Symposium on Advances in Science and Technology, Mashhad, Iran.
    Munnukka, J., Maity, D., Reinikainen, H., & Luoma-aho, V. (2019). “Thanks for Watching.” The Effectiveness of YouTube vlogendorsements. Computers in Human Behavior, 93 (April), 226-234. doi:10.1016/j.chb.2018.12.014
    Mutum, D. S., & Wang, Q. (2010). Consumer generated advertising in blogs. In M. S. Eastin, T. Daugherty, & N. M. Burns (Eds.), Handbook of Research on Digital Media and Advertising: User Generated Content Consumption,1, 248-261. doi:10.4018/978-1-60566-792-8.ch013
    Nathaniel J. Evans, Bartosz W. Wojdynski., & Mariea Grubbs Hoy. (2019). How sponsorship transparency mitigates negative effects of advertising recognition. International Journal of Advertising, 38(3), 364-382. DOI: 10.1080/02650487.2018.1474998
    Nelson, M. R. (2002). Recall of Brand Placements in Computer/Video Games. Journal of Advertising Research, 42(2), 80-92. doi: 10.2501/JAR-42-2-80-92
    Nelson, M.R. (2018). Research on children and advertising then and now: challenges and opportunities for future research. Journal of Advertising,47(4),301-308.
    Newman JW, & Staelin R.(1973). Information sources for durable goods. J Advert Res ,9,249–57.
    Nguyen, L. (2016). The impact of Social Media Engagement on Customer Brand Perception: The Mediating Effect of electronic Word-of-Mouth. Retrieved from https://anzmac.wildapricot.org/resources/Pictures/ANZMAC%20proceedings%202016.pdf
    O’Connor, C. (2018). Forbes Top Influencers: Instagram 'It' Girl Chiara Ferragni On Building A Fashion Empire. Retrieved from https://www.forbes.com/sites/clareoconnor/2017/09/26/forbes-top-influencers-instagram-it-girl-chiara-ferragni-on-building-a-fashion-empire/#19b912813001
    Ohanian, R. (1990). Construction and Validation of a Scale to Measure Celebrity Endorsers’ Perceived Expertise, Trustworthiness, and Attractiveness. Journal of Advertising, 19( 3), 39–52.
    Okada, EM (2005). Justification effects on consumer choice of hedonic and utilitarian goods. J Mark Res,42,43–53.
    Okazaki, S. (2005). Searching the web for global brands: how American brands standardise their web sites in Europe. European Journal of Marketingl, 39 (1/2), 87-109. https://doi.org/10.1108/03090560510572034
    Ouirdi, M. E., El Ouirdi, A., Segers, J., & Henderickx, E. (2014). Social Media Conceptualization and Taxonomy. Journal of Creative Communications, 9(2), 107–126. doi:10.1177/0973258614528608
    Pancer, E., Chandler, V., Poole, M., & Noseworthy, T. J. (2018). How Readability Shapes Social Media Engagement. Journal of Consumer Psychology,29(2),262-270. doi:10.1002/jcpy.1073
    Pandey, A., Sahu, R., & Dash, M. K. (2018). Social media marketing impact on the purchase intention of millennials. International Journal of Business Information Systems, 28(2), 147. doi:10.1504/ijbis.2018.091861
    Pappu, R., & Cornwell, T. B. (2014). Corporate sponsorship as an image platform: understanding the roles of relationship fit and sponsor–sponsee similarity. Journal of the Academy of Marketing Science, 42(5), 490–510. doi:10.1007/s11747-014-0373-x
    Park, C. W., Jaworski, B. J., & MacInnis, D. J. (1986). Strategic Brand Concept-Image Management. Journal of Marketing, 50(4), 135–145. https://doi.org/10.1177/002224298605000401
    Park, H. J., & Lin, L. M. (2020). The effects of match-ups on the consumer attitudes toward internet celebrities and their live streaming contents in the context of product endorsement. Journal of Retailing and Consumer Services, 52, 101934. doi:10.1016/j.jretconser.2019.101934
    Paul, J., & Bhakar, S. (2017). Does Celebrity Image Congruence Influences Brand Attitude and Purchase Intention? Journal of Promotion Management, 24(2), 153–177. doi:10.1080/10496491.2017.1360826
    Pedroni, M. (2016). Meso-celebrities, fashion and the media: How digital influencers struggle for visibility. Film, Fashion and Consumption, 5(1), 103-121.
    Pera, R., & Viglia, G. (2016). Exploring How Video Digital Storytelling Builds Relationship Experiences. Psychology & Marketing, 33(12), 1142-1150. doi:10.1002/mar.20951
    Petty, R. D., & Andrews, J. C. (2008). Covert Marketing Unmasked: A Legal and Regulatory Guide for Practices that Mask Marketing Messages. Journal of Public Policy & Marketing, 27(1), 7–18. https://doi.org/10.1509/jppm.27.1.7
    Petty, R. E., & Wegener, D. T. (1998). Matching versus mismatching attitude functions: implications for scrutiny of persuasive messages. Personality and Social Psychology Bulletin, 24(3), 227–240.
    Phan, M., Thomas, R., & Heine, K. (2011). Social media and luxury brand management: the case of Burberry. Journal of Global Fashion Marketing,2(4), 213-222.
    Phua, J., Jin, S. V., & Kim, J. J. (2017). Uses and gratifications of social networking sites for bridging and bonding social capital: A comparison of Facebook, twitter, Instagram, and snapchat. Computers in Human Behavior, 72, 115–122.
    Potvin Kent, M., Pauze´, E., Roy, E.A., de Billy, N., & Czoli, C. (2019). Children and adolescents’ exposure to food and beverage marketing in social media apps. Pediatric Obesity,1e12508.
    Priester, Joseph R., Dhananjay Nayakankuppam, Monique A. Fleming, and John Godek (2004). The A2SC2 Model: The Influence of Attitudes and Attitude Strength on Consideration and Choice. Journal of Consumer Research, 30(4), 574–87.
    Rad, A.A., & Benyoucef, M. (2012) .Measuring propagation in online social networks: the case of YouTube. Journal of Information Systems Applied Research,5(1),26–35.
    Raghunathan, R., Naylor, R. W., & Hoyer, W. D. (2006). The Unhealthy = Tasty Intuition and Its Effects on Taste Inferences, Enjoyment, and Choice of Food Products. Journal of Marketing, 70(4), 170–184. https://doi.org/10.1509/jmkg.70.4.170
    Rebecca B. Rubin & Michael P. McHugh (1987) .Development of parasocial interaction relationships. Journal of Broadcasting & Electronic Media, 31(3), 279-292. DOI: 10.1080/08838158709386664
    Rempel, J.K., Holmes, J.G. & Zanna, M.P. (1985). Trust in Close Relationships. Journal of Personality and Social Psychology, 49, 95-112. http://dx.doi.org/10.1037/0022-3514.49.1.95
    Ren, J., & Nickerson, J. V. (2018). Arousal, valence, and volume: how the influence of online review characteristics differs with respect to utilitarian and hedonic products. European Journal of Information Systems, 1–19. doi:10.1080/0960085x.2018.1524419
    Rifon, N. J., Choi, S. M., Trimble, C. S., & Li, H. (2004). CONGRUENCE EFFECTS IN SPONSORSHIP: The Mediating Role of Sponsor Credibility and Consumer Attributions of Sponsor Motive, Journal of Advertising, 33(1), 30-42. DOI: 10.1080/00913367.2004.10639151
    Robinson, P. (1995). Attention, Memory, and the “Noticing” Hypothesis. Language Learning, 45,283-331. doi:10.1111/j.1467-1770.1995.tb00441.x
    Rocamora, A. (2018). The labour of fashion blogging. In L. Armstrong, & F.
    Rockney, E. A., & W. F. Greene. (1979). Celebrities in TV Commercials: Do They Pay Their Way? In Advertising Research Foundation 25th Annual Conference, October.
    Rosario, A. B., Sotgiu, F., Valck, K. D., & Bijmolt, T. H. (2016). The effect of electronic word of mouth on sales: A meta-analytic review of platform, product, and metric factors. Journal of Marketing Research, 53, 297–318.
    Rotfeld, H. J. (2008). The Stealth Influence of Covert Marketing and Much Ado about what May be Nothing. Journal of Public Policy & Marketing, 27(1), 63–68. https://doi.org/10.1509/jppm.27.1.63
    Roy, R., & Ng, S. (2011). Regulatory focus and preference reversal between hedonic and utilitarian consumption. Journal of Consumer Behaviour, 11(1), 81–88. doi:10.1002/cb.371
    Russell, C. A., & Rasolofoarison, D. (2017). Uncovering the power of natural endorsements: a comparison with celebrity-endorsed advertising and product placements. International Journal of Advertising, 36(5), 761–778. doi:10.1080/02650487.2017.1348033
    Schivinski, B., & Dabrowski, D. (2014). The effect of social media communication on consumer perceptions of brands. Journal of Marketing Communications, 22(2), 189–214. doi:10.1080/13527266.2013.871323
    Schouten, A. P., Janssen, L., & Verspaget, M. (2019). Celebrity vs. Influencer endorsements in advertising: the role of identification, credibility, and Product-Endorser fit. International Journal of Advertising, 1–24. doi:10.1080/02650487.2019.1634898
    Schouten, A. P., Janssen, L., & Verspaget, M. (2019). Celebrity vs. Influencer endorsements in advertising: the role of identification, credibility, and Product-Endorser fit. International Journal of Advertising, 1–24. doi:10.1080/02650487.2019.1634898
    Schwemmer, C., & Ziewiecki, S. (2018). Social Media Sellout: The Increasing Role of Product Promotion on YouTube. Social Media + Society, 4(3), 205630511878672. doi:10.1177/2056305118786720
    Scott, D. M. (2015), The New Rules of Marketing and PR: How to Use Social Media, Online Video, Mobile Applications, Blogs, News Releases, and Viral Marketing to Reach Buyers Directly, Hoboken, NJ: John Wiley & Sons, Inc.
    Seno, D., & Lukas, B. A. (2007). The Equity Effect of Product Endorsement by Celebrities: A Conceptual Framework from a co-Branding Perspective. European Journal of Marketing. 41(1/2), 121-134. 10.1108/03090560710718148.
    Shao, G. (2009). Understanding the appeal of user‐generated media: a uses and gratification perspective. Internet Research, 19(1), 7–25. doi:10.1108/10662240910927795
    Shiau, W. L., Dwivedi, Y. K., & Lai, H. H. (2018). Examining the core knowledge on facebook. International Journal of Information Management, 43, 52–63.
    Silvera, D. H., & Austad, B. (2004). Factors predicting the effectiveness of celebrity publishers. Journalism, 1464884918754829.
    Smith, A.N., Fischer, E. and Chen, Y. (2012). How does brand-related user-generated content differ across YouTube, Facebook, and Twitter?. Journal of Interactive Marketing, 26(2), 102–113.
    Smith, D. (2014). Charlie is so “English”-like: Nationality and the branded celebrity person in the age of YouTube. Celebrity Studies, 5(3), 256–274.
    Sokolova, K., & Kefi, H. (2019). Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. Journal of Retailing and Consumer Services,53. doi:10.1016/j.jretconser.2019.01.011
    Spilski, A., & Gröppel-Klein, A., & Gierl, H. (2018). Avoiding Pitfalls in Experimental Research in Marketing. Marketing ZFP - Journal of Research and Management,40, 58-94. 10.15358/0344-1369-2018-2-58.
    Statista (2018). YouTube: most subscribed channels 2018. Retrieved from www.statista.com/statistics/277758/most-popular-youtube-channels-ranked-by-subscribers/
    Statista (2019). YouTube usage penetration in the United States 2019. Retrieved from https://www.statista.com/statistics/296227/us-youtube-reach-age-gender/.
    Stefanone, M.A., Lackaff, D. & Rosen, D. (2010). The relationship between traditional mass media and ‘social media’: reality television as a model for social network site behavior. Journal of Broadcasting & Electronic Media,54(3), 508-525.
    Stewart, K., Kammer-Kerwick, M., Auchter, A., Koh, H., Dunn, M. & Cunningham, I. (2019). Examining digital video advertising (DVA) effectiveness. European Journal of Marketing, 53 (11),2451-2479. doi:10.1108/EJM-11-2016-0619
    Stubb, C., Nyström, A. & Colliander, J. (2019). “Influencer marketing”. Journal of Communication Management, 23(2), 109-122. doi:10.1108/JCOM-11-2018-0119
    Tan, S. J., & Chia, L. (2007). Are we measuring the same attitude? Understanding media effects on attitude towards advertising. Marketing Theory, 7, 353–377.
    Teixeira, T., Picard, R., & el Kaliouby, R. (2014). Why, When, and How Much to Entertain Consumers in Advertisements? A Web-Based Facial Tracking Field Study. Marketing Science, 33(6),809-827. https://doi.org/10.1287/mksc.2014.0854
    Tessitore, T., & Geuens, M. (2013). PP for 'product placement' or 'puzzled public'? The effectiveness of symbols as warnings of product placement and the moderating role of brand recall. International Journal of Advertising, 32(3), 419-442.
    Thwaites, D., Lowe, B., Monkhouse, L. L., & Barnes, B. R. (2012). The Impact of Negative Publicity on Celebrity Ad Endorsements. Psychology & Marketing, 29(9), 663–673. doi:10.1002/mar.20552
    Thwaites, D., Lowe, B., Monkhouse, L.L., & Barnes, B.R., (2012). The impact of negative publicity on celebrity ad endorsements. Psychol. Mark, 29 (9), 663–673.
    Till, B. & Busler, M., (1998). The Match-Up Hypothesis: physical attractiveness, expertise, and the role of fit on brand attitude, purchase intent and brand beliefs. J. Advert, 29 (3), 1–13.
    Till, B. & Busler, M., (2000). Matching products with endorsers: attractiveness versus expertise. J. Consum. Mark., 15 (6), 576–586.
    Till, B. D. & Busler, M. (2000). The match-up hypothesis: physical attractiveness, expertise and the role of fit on brand attitude, purchase intent and brand beliefs. Journal of Advertising, 27(1), 67-82.
    Till, B. D., & Baack, D. W. (2005). RECALL AND PERSUASION: Does Creative Advertising Matter? Journal of Advertising, 34(3), 47–57. doi:10.1080/00913367.2005.10639201
    Tormala, Z. L., Briñol, P., & Petty, R. E. (2007). Multiple roles for source credibility under high elaboration: it’s all in the timing. Social Cognition, 25(4), 536–552.
    Torres, P., Augusto, M., & Matos, M. (2019). Antecedents and outcomes of digital influencer endorsement: An exploratory study. Psychology & Marketing, 36(12). 10.1002/mar.21274.
    Tran, G.A. & Strutton, D. (2014). Has reality television come of age as a promotional platform? Modeling the endorsement effectiveness of celebreality and reality stars. Psychology &Marketing,31(4), 294-305.
    Tsao, W., & Mau, T. (2019). "Ethics in social media marketing", Aslib Journal of Information Managemen., 71 (2), 195-216. https://doi.org/10.1108/AJIM-04-2018-0080
    Tseng, T. H., & Lee, C. T. (2018). Facilitation of consumer loyalty toward branded applications: The dual-route perspective. Telematics and Informatics, 35(5), 1297–1309. doi:10.1016/j.tele.2018.03.002
    Turner, G. (2010). Ordinary People and the Media: The Demotic Turn. London: Sage Publications.
    Tutaj, K., & van Reijmersdal, E. A. (2012). Effects of online advertising format and persuasion knowledge on audience reactions. Journal of Marketing Communications, 18(1), 5–18. doi:10.1080/13527266.2011.620765
    Uzunoğlu, E., & Kip, S. M. (2014). Brand communication through digital influencers: Leveraging blogger engagement. International Journal of Information Management, 34(5), 592-602.
    Valos, M.J., Maplestone, V.L., Polonsky, M.J., & Ewing, M. (2017). Integrating social media within an integrated marketing communication decision-making framework. Journal of Marketing Management, 33(17), 1522-1558.
    Van der Goot, M. J., Rozendaal, E., Opree, S. J., Ketelaar, P. E., & Smit, E. G. (2016). Media generations and their advertising attitudes and avoidance: a six-country comparison. International Journal of Advertising, 37(2), 289–308. doi:10.1080/02650487.2016.1240469
    Van Doorn, J., & Verhoef, P. C. (2011). Willingness to Pay for Organic Products: Differences Between Virtue and Vice Foods. International Journal of Research in Marketin,. 28, 167-180. doi:10.1016/j.ijresmar.2011.02.005.
    van Es, K. (2020). YouTube’s Operational Logic: “The View” as Pervasive Category. Television & New Media, 21(3), 223–239. doi:10.1177/1527476418818986
    van Reijmersdal, E. A., Fransen, M. L., van Noort, G., Opree, S. J., Vandeberg, L., Reusch, S., van Lieshout, F., & Boerman, S. C. (2016). Effects of disclosing sponsored content in blogs: How the use of resistance strategies mediates effects on persuasion. American Behavioral Scientist, 60(12), 1458–1474. https://doi.org/10.1177/0002764216660141
    Voss, K. E., Spangenberg, E. R., & Grohmann, B. (2003). Measuring the Hedonic and Utilitarian Dimensions of Consumer Attitude. Journal of Marketing Research, 40(3), 310–320. https://doi.org/10.1509/jmkr.40.3.310.19238
    Vranica, S. (2016) . Interpublic to Shift $250 Million in TV Ad Spending to YouTube, WSJ.com. Retrieved from http://www.wsj.com/articles/interpublic-to-shift-250-million-in-tv-ad-spending-toyoutube-1462359623 (accessed 20 December 2016).
    Wagner, A. (2017). Are you maximizing the use of video in your content marketing strategy? Retrieved from www.forbes.com/sites/forbesagencycouncil/2017/05/15/are-you-maximizing-theuse-of-video-in-your-content-marketing-strategy/#6a6e806735
    Webster, J.G. (2014). The Marketplace of Attention: How Audiences Take Shape in a Digital Age. Cambridge, MA: The MIT Press.
    Wei, M., Fischer, E., & Main, K. J. (2008). An examination of the effects of activating persuasion knowledge on consumer response to brands engaging in covert marketing. Journal of Public Policy & Marketing, 27(1), 34–44.
    Welbourne, D. J., & Grant, W. J. (2015). Science communication on YouTube: Factors that affect channel and video popularity. Public Understanding of Science, 25(6), 706–718. doi:10.1177/0963662515572068
    Wells, J.D., Valacich, J.S., & Hess, T.J. (2011) . What signal are you sending? How website quality influences perceptions of product quality and purchase intentions. MIS Quarterly, 35(2), 373–396.
    Wen, C & Tan, B., & Chang, K. (2009). Advertising Effectiveness on Social Network Sites: An Investigation of Tie Strength, Endorser Expertise and Product Type on Consumer Purchase Intention. ICIS 2009 Proceedings - Thirtieth International Conference on Information Systems. 151.
    Willemsen, L. M., Neijens, P. C., Bronner, F., & De Ridder, J. A. (2011).“Highly recommended!” The content characteristics and perceived usefulness of online consumer reviews. Journal of Computer‐Mediated Communication, 17(1), 19–38.
    Wimmer, R. D., & Dominick, J. R. (2000). Mass media research: An introduction Wadsworth. Belmont, CA.
    Woisetschläger, D. M., Backhaus, C., & Cornwell, T. B. (2017). Inferring corporate motives : How deal characteristics shape sponsorship perceptions. Journal of Marketing, 81(5), 121–141.
    Wojdynski, B. W., & Evans, N. J. (2016). Going native: Effects of disclosure position and language on the recognition and evaluation of online native advertising. Journal of Advertising, 45(2), 157-168.
    Wojdynski, B. W., Bang, H., Keib, K., Jefferson, B. N., Choi, D., & Malson, J. L. (2017). Building a better native advertising disclosure. Journal of Interactive Advertising, 17(2), 150-161.
    Wojdynski, B. W., Evans, N. J., & Hoy, M. G. (2017). Measuring Sponsorship Transparency in the Age of Native Advertising. Journal of Consumer Affairs, 52(1), 115–137. doi:10.1111/joca.12144
    Wojdynski, B., & Evans, N. (2016). Going native: Effects of disclosure position and language on the recognition and evaluation of online native advertising. Journal of Advertising, 45(2), 157–168.
    Wood, N. T., & Janée N. B. (2014). Tweet This, Not That: A Comparison Between Brand Promotions in Microblogging Environments Using Celebrity and Company-generated Tweets. Journal of Marketing Communications, 20 (1–2), 129–46.
    Wu, K. (2016). YouTube marketing: Legality of sponsorship and endorsements in advertising. Journal of Law, Business, and Ethics, 22, 59–91.
    Xiao, M., Wang, R., & Chan-Olmsted, S. (2018). Factors affecting YouTube influencer marketing credibility: a heuristic-systematic model. Journal of Media Business Studies, 1–26. doi:10.1080/16522354.2018.1501146
    Yodel, Global (2017). “What is influencer marketing?” Huffpost, July 6. Retrieved from http://www.huffingtonpost.com/global-yodel/what-is- influcnermarketing_b_10778128.html
    Yoganarasimhan, H. (2012). Impact of social network structure on content propagation: a study using YouTube data. Quantitative Marketing and Economics, 10(1), 111–150.
    Yoo, J.W., & Jin, Y.J., (2015). Reverse transfer effect of celebrity-product congruence on the celebrity's perceived credibility. J. Promot. Manag., 21 (6), 666–684.
    Yoon, D., & Kim, Y.-K. (2015). The Roles of a Spokesperson and Brand-Message Congruity in Advertising Effectiveness of Coffeehouse Brands. Journal of Quality Assurance in Hospitality & Tourism, 16(4), 347–368. doi:10.1080/1528008x.2014.988778
    YouTube (2018). Lesson: Earn Money with YouTube . Retrieved from https://creatoracademy.youtube.com/page/lesson/revenue-basics#yt-creators-strategies-1
    YouTube (2018). Paid product placements and endorsements.Retrieved September 26, from https://support.google.com/youtube/answer/154235
    Yu, X. & Yuan, C. (2019). How consumers' brand experience in social media can improve brand perception and customer equity. Asia Pacific Journal of Marketing and Logistics, ahead-of-print. doi: 10.1108/APJML-01-2018-0034.
    Zablocki, A., Makri, K., & Houston, M. J. (2019). Emotions Within Online Reviews and their Influence on Product Attitudes in Austria, USA and Thailand. Journal of Interactive Marketing, 46, 20-39. doi: 10.1016/j.intmar.2019.01.001.
    Zhang, Y., Chen, K., Sloan, S. A., Bennett, M. L., Scholze, A. R., O'Keeffe, S., Phatnani, H. P., Guarnieri, P., Caneda, C., Ruderisch, N., Deng, S., Liddelow, S. A., Zhang, C., Daneman, R., Maniatis, T., Barres, B. A., & Wu, J. Q. (2014). An RNA-sequencing transcriptome and splicing database of glia, neurons, and vascular cells of the cerebral cortex. The Journal of neuroscience : the official journal of the Society for Neuroscience, 34(36), 11929–11947. https://doi.org/10.1523/JNEUROSCI.1860-14.2014
    Zimmer, B. (2016). The growing infuence of ‘Infuencer’; A social media byword goes back to Chaucer’s Era. Wall Street Journa . Retrieved from https://search-proquest-com.proxy1.cl.msu.edu/docview/1784932200.


    中文文獻
    Google(2018)。2018 YouTube 熱門影片排行榜揭曉。取自:https://taiwan.googleblog.com/2018/12/2018-youtube.html
    Inside(2018)。更沒耐性卻越來越黏!國人每天平均花 2.5 小時看 YouTube。取自:https://www.inside.com.tw/article/14150-taiwanese-loves-youtube
    Inside(2019)。YouTuber 行銷有用嗎?調查:55% 觀眾受影響 直接購買平均年度花費近 2800 元。取自:https://www.inside.com.tw/article/18043-pilotpr-youtuber
    Noxinfluencer(2019)。全球領先的YouTube網紅行銷服務平臺。取自:https://tw.noxinfluencer.com/
    Urcosme(@cosme TAIWAN)(2019)。網友評鑑推薦「洗面乳」排行榜。取自:https://www.urcosme.com/tags/63/ranking
    YouTube 使用行為大調查(2018)。台灣人首選的影音平台是什麼?。取自:https://www.ipsos.com/sites/default/files/ct/publication/documents/2019-10/n108_bht_taiwanese_turn_to_youtube_for_online_video_content.pdf
    YouTube(2017)。影音廣告格式。取自:https://support.google.com/youtube/answer/2375464?hl=zh-Hant
    公平交易委員會(2018)。公平交易委員會對於薦證廣告之規範說明。台北:公平交易委員會。取自:https://www.ftc.gov.tw/internet/main/doc/docDetail.aspx?uid=165&docid=13021
    天下雜誌(2019)。【奧美觀點】超越業配!進擊YouTuber的5大致勝關鍵。取自:https://www.cw.com.tw/article/article.action?id=5096906
    王毓莉(2014)。臺灣新聞記者對「業配新聞」的馴服與抗拒。新聞學研究,119,45-79。
    財團法人台灣網路資訊中心(2019)。2018年台灣網路報告。取自:https://report.twnic.tw/2018/OverviewOfInternetServiceApplications.html
    動腦新聞(2019)。網紅市場邁向區隔性 五大類型YouTuber分眾揭曉 影響力一見高下。取自:https://www.brain.com.tw/news/articlecontent?ID=48290#ZVJtgekn
    張彥輝、陳福文(2018)。社交廣告類型在社交廣告知覺對消費行為意圖影響之差異探討-以網路紅人廣告資訊為例。商管科技季刊,19(3),257-282。
    凱絡媒體週報(2019)。從0到100萬觀看數的YouTube影片行銷。取自:https://twncarat.wordpress.com/2019/07/04/%E5%BE%9E0%E5%88%B0100%E8%90%AC%E8%A7%80%E7%9C%8B%E6%95%B8%E7%9A%84youtube%E5%BD%B1%E7%89%87%E8%A1%8C%E9%8A%B7/
    創世際市場研究顧問(2019)。2019年家用寬頻網路使用行為與滿意度調查。取自:https://www.ixresearch.com/news/news_11_14_19
    楊運秀、郭芳伃(2017)。網紅業配文的說服效果:懷疑人格、熟悉度及專業性的影響。行銷評論,14(2),163-189。
    資策會產業情報研究所(2017)。自媒體產業鏈漸成熟 內容專業化成發展焦點。取自:https://mic.iii.org.tw/industry.aspx?id=251&list=109
    網路溫度計(2019)。年紀最小才20歲!揭密台灣20大「最具領袖價值」YouTuber。取自:https://dailyview.tw/Daily/2019/12/05

    下載圖示
    QR CODE