簡易檢索 / 詳目顯示

研究生: 康寧
Ning Kang
論文名稱: 從社群顧客關係管理之觀點探討品牌粉絲專頁經營對粉絲成長率的影響
Explore the Impact of Brand Facebook Page Management on Fan Growth Rate from the Perspective of Social Customer Relationship Management
指導教授: 朱宇倩
Yu-Qian Zhu
口試委員: 陳正綱
Cheng-Kang Chen
金志聿
Zhi-Yu Jin
學位類別: 碩士
Master
系所名稱: 管理學院 - 資訊管理系
Department of Information Management
論文出版年: 2018
畢業學年度: 106
語文別: 中文
論文頁數: 58
中文關鍵詞: 社群顧客關係管理粉絲成長率Facebook粉絲專頁社群口碑文字探勘
外文關鍵詞: Social Customer Relationship Management, Fan Growth Rate, Facebook Fan Page, Social Word-of-Mouth, Text Mining
相關次數: 點閱:315下載:13
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
  • 本研究以社群顧客關係管理的「顧客維護」與「顧客開發」觀點,探討品牌 粉絲專頁的經營與粉絲成長率。根據統計,目前全球有 7000 萬家企業在 Facebook 上創建粉絲專頁,有超過 5600 萬人連結到一個以上的台灣企業(INSIDE.com.tw, 2017),顯示企業透過粉絲專頁來經營顧客關係已經是一門顯學,而顧客也已熟 悉此種與品牌間的連結方式。過往研究證實了粉絲對品牌的價值,故粉絲成長率 是粉絲專頁經營者的重要關鍵指標。然而,粉絲專頁經營者該發佈那種類型的貼 文以維護既有粉絲?又該操作哪種社群口碑機制以開發新粉絲?本研究歷經三 個月的時間,觀測 211 個台灣品牌 Facebook 粉絲專頁,共搜集 9274 則品牌貼文 與其經營數據,以文字探勘的方式萃取貼文特徵,再使用 SPSS 作為迴歸分析之 工具,以探討品牌粉絲專頁的經營與成效。
    本研究發現在「顧客維護」的面向中,粉絲專頁之互動類貼文數、正向情緒貼文數與粉絲成長率存在邊際顯著的正相關性,然而,資訊類貼文數與負向情緒貼文數與粉絲成長率並沒有相關性,或許是因為資訊的取得相當容易且管道多元,因此消費者會傾向尋找角色中立的管道來獲取品牌、商品資訊,而適當的負面情緒可使得廣告更加吸引人,因此也可能會部份抵消對品牌態度的負向影響。在「顧客開發」的面向中,粉絲專頁之弱連結口碑與強連結口碑皆與粉絲成長率呈顯著的正相關。研究結果建議品牌善用平台的社群口碑機制來創造資訊擴散,社群編輯在構思貼文內容時,可以顧客為中心並使用互動式、正向的方法來表達,以突顯粉絲專頁的獨特與不可取代性。


    This research explores the management and fan growth of brand Facebook Fan Page from the perspective of “customer maintenance” and “customer development” of customer relationship management. According to statistics, there are currently 70 million companies worlwide that create fan pages on Facebook with more than 56 million people connecting to more than one Taiwanese company(INSIDE.com.tw, 2017), showing that managing fan page is already a known technique for business to conduct customers, and customers are familiar with the interaction as well. Past research has proved the value of fans to a brand, so the fan growth rate is an important key indicator of the fan page managers. However, what content should a fan page owner post to maintain existing fans? What kind of community mechanism should be used to develop new fans? In this study, we observe 211 brand Facebook fan pages in Taiwan and collect their data for three months. A total of 9,274 brand posts and their public operating statistics were collected. This research apply text mining method to extract post features and use SPSS as a regression analysis tool to explore management and performance of the brand fan page.
    This study found that the number of positive posts and the number of interactive posts have positive correlation with the fan growth rate in the perspecitve of “customer maintenance”. However, the number of informational posts and the number of negative posts have no correlation with the fan growth rate. Perhaps it’s because information nowadays is easy to retrieve, consumers tend to look for a more neutral platform to get the information they want in terms of brand or product informaiton, besides, sometimes negative emotions can make brand ads more engaging, so as a result, these factors might diminish the negatvie effects on the fan growth rate. In the perspective of “customer development”, online word of mouth(eWOM) contributed by both weak and strong social tie demonstrate positive correlation with fan growth rate. The findings suggest that brands should utilize Facebook social mechanisms to create information spread, and the fan page managers should approach post content with a more customer-oriented, interactive and positive way to highlight the uniqueness and irreplaceability of a fan page.

    第一章 緒論...........................................................................................................1 第一節 研究背景與動機.........................................................................................1 第二節 研究問題與目的.........................................................................................2 第三節 論文結構....................................................................................................3 第四節 研究流程....................................................................................................4 第二章 文獻探討.......................................................................................................5 第一節 Facebook 粉絲專頁.................................................................................... 5 第二節 社群顧客關係管理.......................................................................................13 第三章 研究架構與假設............................................................................................19 第一節 研究架構....................................................................................................19 第二節 研究假說.................................................................................................... 23 第四章 研究方法.......................................................................................................28 第一節 資料搜集..................................................................................................... 28 第二節 變數............................................................................................................ 29 第五章 分析與結果....................................................................................................32 第一節 統計資料描述 ................................................................................................32 第二節 信度分析.......................................................................................................33 第三節 複迴歸分析與假說檢定.................................................................................. 34 第六章 結論與建議....................................................................................................36 第一節 研究發現與結論.............................................................................................36 第二節 研究貢獻........................................................................................................39 第三節 研究限制與建議...............................................................................................42

    Ascarza, E., Ebbes, P., Netzer, O., & Danielson, M. (2017). Beyond the Target Customer: Social Effects of Customer Relationship Management Campaigns. Journal of Marketing Research, 54(3), 347-363.
    Ashley, C., & Tuten, T. (2015). Creative strategies in social media marketing: An exploratory study of branded social content and consumer engagement. Psychology & Marketing, 32(1), 15-27.
    Askool, S., & Nakata, K. (2011). A conceptual model for acceptance of social CRM systems based on a scoping study. Ai & Society, 26(3), 205-220.
    Baker, A. M. (2011). How Does Buzz Build Brands? Investigating the Link between Word of Mouth and Brand Performance.
    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.
    Brown, J. J., & Reingen, P. H. (1987). Social ties and word-of-mouth referral behavior. Journal of Consumer research, 14(3), 350-362.
    Carlson, A., & Lee, C. C. (2015). Followership and social media marketing. Academy of Marketing Studies Journal, 19(1), 80.
    Chen, I. J., & Popovich, K. (2003). Understanding customer relationship management (CRM) People, process and technology.Business process management journal, 9(5), 672-688.
    Chu, S. C., & Kim, Y. (2011). Determinants of consumer engagement in electronic word-of-mouth (eWOM) in social networking sites. International journal of Advertising, 30(1), 47-75.

    Coursaris, C. K., Van Osch, W., & Balogh, B. A. (2013, June). A Social Media Marketing Typology: Classifying Brand Facebook Page Messages For Strategic Consumer Engagement. In ECIS(p. 46).
    De Vries, L., Gensler, S., & Leeflang, P. S. (2012). Popularity of brand posts on brand fan pages: An investigation of the effects of social media marketing. Journal of interactive marketing, 26(2), 83-91.
    Faase, R., Helms, R., & Spruit, M. (2011). Web 2.0 in the CRM domain: defining social CRM.International Journal of Electronic Customer Relationship Management, 5(1), 1-22.
    Facebook© 2017 : business – Connect with customers. Retrieved Nov 17, 2017, from https://www.facebook.com/business/products/pages#connect-with-customers
    Facebook© 2017: Overview - Graph API - Documentation - Facebook for Developers. Retrieved Oct 25, 2017, from https://developers.facebook.com/docs/graph-api/overview
    Facebook© : Facebook Help Centre | Facebook. Retrieved Oct 26, 2017, from https://www.facebook.com/help/
    Flanagin, A. J., Metzger, M. J., Pure, R., Markov, A., & Hartsell, E. (2014). Mitigating risk in ecommerce transactions: perceptions of information credibility and the role of user-generated ratings in product quality and purchase intention. Electronic Commerce Research, 14(1), 1-23.
    Fredrickson, B. L., Mancuso, R. A., Branigan, C., & Tugade, M. M. (2000). The undoing effect of positive emotions. Motivation and emotion, 24(4), 237-258.
    Gummerus, J., Liljander, V., Weman, E., & Pihlström, M. (2012). Customer engagement in a Facebook brand community.Management Research Review, 35(9), 857-877.
    Harrigan, P., Soutar, G., Choudhury, M. M., & Lowe, M. (2015). Modelling CRM in a social media age. Australasian Marketing Journal (AMJ), 23(1), 27-37.

    Haymarket Media Group Ltd. © : Campaign Asia Top 1000 Brands. Retrieved Oct 26, 2017, from http://www.campaignasia.com/Top1000Brands
    Heath, R., Brandt, D., & Nairn, A. (2006). Brand relationships: Strengthened by emotion, weakened by attention. Journal of advertising research, 46(4), 410-419.
    Heller Baird, C., & Parasnis, G. (2011). From social media to social customer relationship management. Strategy & leadership, 39(5), 30-37.
    Hsu, L. C., Chih, W. H., & Liou, D. K. (2016). Investigating community members’ eWOM effects in Facebook fan page.Industrial Management & Data Systems, 116(5), 978-1004.
    Hu, X., Ha, L., Mo, S., & Xu, Y. (2014). Who are fans of Facebook fan pages? An electronic word-of-mouth communication perspective. International Journal of Cyber Society and Education, 7(2), 125.
    Kang, J., Tang, L., & Fiore, A. M. (2014). Enhancing consumer–brand relationships on restaurant Facebook fan pages: Maximizing consumer benefits and increasing active participation. International Journal of Hospitality Management, 36, 145-155.
    Küpper, T., Jung, R., Lehmkuhl, T., Walther, S., & Wieneke, A. (2014, June). Performance Measures for Social CRM: A Literature Review. In Bled eConference (p. 31).
    Li, T., Berens, G., & de Maertelaere, M. (2013). Corporate Twitter channels: The impact of engagement and informedness on corporate reputation. International Journal of Electronic Commerce, 18(2), 97-126.
    Lipsman, A., Mudd, G., Rich, M., & Bruich, S. (2011). The Power of like: How brands reach and influence fans through social media marketing” comScore White Paper.
    Luarn, P., Lin, Y. F., & Chiu, Y. P. (2015). Influence of Facebook brand-page posts on online engagement. Online Information Review, 39(4), 505-519.

    Malhotra, A., Malhotra, C. K., & See, A. (2013). How to create brand engagement on Facebook. MIT Sloan Management Review, 54(2), 18.
    Malthouse, E. C., Haenlein, M., Skiera, B., Wege, E., & Zhang, M. (2013). Managing customer relationships in the social media era: introducing the social CRM house. Journal of Interactive Marketing, 27(4), 270-280.
    Mitussis, D., O'Malley, L., & Patterson, M. (2006). Mapping the re-engagement of CRM with relationship marketing. European journal of Marketing, 40(5/6), 572- 589.
    Mohan, S., Choi, E., & Min, D. (2008, August). Conceptual modeling of enterprise application system using social networking and web 2.0 “social CRM system”. InConvergence and Hybrid Information Technology, 2008. ICHIT'08. International Conference on (pp. 237-244). IEEE.
    Orenga-Roglá, S., & Chalmeta, R. (2016). Social customer relationship management: taking advantage of Web 2.0 and Big Data technologies. SpringerPlus, 5(1), 1462.
    Park, J. Y., Sohn, Y., & Moon, S. (2016, March). Power of Earned Advertising on Social Network Services: A Case Study of Friend Tagging on Facebook. In ICWSM (pp. 299-308).
    Rahman, Z., Suberamanian, K., Zanuddin, H., Moghavvemi, S., Hairul, M., & Nasir, N. B. M. (2016). Fanpage KPI Analytics:“Determining the Impact of KPI Metrics on Growth Rate and User Base “. International Journal of Applied Engineering Research, 11(14), 8098-8103.
    Reinhold, O., & Alt, R. (2011, June). Analytical Social CRM: Concept and Tool Support. In Bled eConference (p. 50).
    Sandstrom, G. M., & Dunn, E. W. (2014). Social interactions and well-being: The surprising power of weak ties. Personality and Social Psychology Bulletin, 40(7), 910-922.

    Sook Kwon, E., Kim, E., Sung, Y., & Yun Yoo, C. (2014). Brand followers: Consumer motivation and attitude towards brand communications on Twitter. International Journal of Advertising, 33(4), 657-680.
    Steffes, E. M., & Burgee, L. E. (2009). Social ties and online word of mouth. Internet research, 19(1), 42-59.
    Tafesse, W. (2015). Content strategies and audience response on Facebook brand pages. Marketing Intelligence & Planning, 33(6), 927-943.
    TechCrunch Josh Constine Jun 27, 2017:Facebook now has 2 billion monthly users...and responsibility. Retrieved Nov 17, 2017, from https://techcrunch.com/2017/06/27/facebook-2-billion-users/
    Trainor, K. J., Andzulis, J. M., Rapp, A., & Agnihotri, R. (2014). Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM. Journal of Business Research, 67(6), 1201-1208.
    Trusov, M., Bucklin, R. E., & Pauwels, K. (2009). Effects of word-of-mouth versus traditional marketing: findings from an internet social networking site. Journal of marketing, 73(5), 90-102.
    van Kleef, G. A. (2014). Understanding the positive and negative effects of emotional expressions in organizations: EASI does it. Human Relations, 67(9), 1145-1164.
    Verhoef, P. C. (2003). Understanding the effect of customer relationship management efforts on customer retention and customer share development. Journal of marketing, 67(4), 30-45.
    Wallace, E., Buil, I., de Chernatony, L., & Hogan, M. (2014). Who “likes” you... and why? A typology of Facebook fans. Journal of Advertising Research, 54(1), 92-109.
    Wikipedia® : Tf-idf, Retrieved Oct 26, 2017, from https://zh.wikipedia.org/wiki/Tf-idf
    Yoo, C., & MacInnis, D. (2005). The brand attitude formation process of emotional and informational ads. Journal of Business Research, 58(10), 1397-1406.

    Github - chaoming0625 : SentimentPolarityAnalysis. Retrieved Oct 26, 2017, from https://github.com/chaoming0625/SentimentPolarityAnalysis
    INSIDE 硬塞的網路趨勢觀察:【台灣品牌邁向國際】Facebook 跨境資源助企業計畫,台灣為全球第二個!Retrieved Nov 1st, 2017, from https://www.inside.com.tw/2017/10/17/facebook-made-by-taiwan-launch
    數位時代:小編注意!Facebook 上濫用「讚」、「tag 人」、「分享」將被懲罰降 低 觸 及 Retrieved Dec 30th, 2017, from https://www.bnext.com.tw/article/47490/facebook-fights-engagement-baiting-spam-in-your-news-feed?utm_campaign=4759864&utm_source=SendPulse&utm_medium=push&utm_content=20171211

    QR CODE