在线平台用户画像对品牌依恋的影响

黎小林; 徐苏; 王海忠

在线平台用户画像对品牌依恋的影响

1.
广东财经大学工商管理学院，广东广州 510320
2.
中山大学管理学院, 广东广州 510275

基金项目:

2019年广东大学生科技创新培育专项资金重点项目 pdjh2019a0198

国家自然基金重大项目 71832015

详细信息

作者简介:
黎小林(1972-), 男, 湖南耒阳人, 广东财经大学工商管理学院副教授

徐苏(1993-), 男, 江苏淮安人, 广东财经大学工商管理学院研究生

王海忠(1966-), 男, 重庆奉节人, 中山大学中国战略品牌研究中心主任, 管理学院教授, 博士生导师

中图分类号: F273.2;F713.55
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- 文章访问数: 187
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- 被引次数: 0
出版历程
- 收稿日期: 2019-06-11
- 网络出版日期: 2021-05-22
- 刊出日期: 2019-10-28

The effect of User's Profile of Online Platform on Brand Attachment

1.
School of Business Administration, Guangdong University of Finance & Economics, Guangzhou 510320, China
2.
Business School, Sun Yat-sen University, Guangzhou 510275, China

摘要

摘要: 大数据的产生给品牌营销及媒介投放带来了新的机遇。以往的研究将用户画像作为辅助企业进行精准营销的工具, 但不少企业的实例都说明用户画像本身也可以作为影响消费者心理的营销工具。研究表明, 向用户推荐基于其行为轨迹生成的画像报告正向影响了品牌依恋, 这一过程受到了积极怀旧与消极怀旧的部分中介作用, 且积极怀旧的中介作用要大于消极怀旧的中介作用。同时, 当画像报告采用拟人化语言风格时, 积极怀旧对品牌依恋的影响显著上升, 但拟人化在消极怀旧对品牌依恋的影响中则没有起到调节作用。研究拓展了用户画像的应用范围, 对企业利用用户画像开展新型关系营销具有一定的启示作用。
- 用户画像 /
- 怀旧 /
- 品牌营销 /
- 品牌依恋 /
- 拟人化 /
- 关系营销 /
- 在线平台
Abstract: The emergence of big data brings new opportunities to brand marketing and media delivery.Previous studies regard user's profile as a tool to assist enterprises in precise marketing. However, nowadays, many cases of enterprises show that user's profile can also be used as a marketing tool to influence consumers' psychology. Three studies shows that profile reports based on their behavioral trajectories recommended to users have a positive impact on brand attachment, and the process is partly mediated by positive nostalgia and negative nostalgia, in which the mediating effect of positive nostalgia is greater than that of negative nostalgia. In addition, when the profiles adopt anthropomorphic style, the effect of positive nostalgia on brand attachment is significantly stronger, but anthropomorphism has no moderating effect in the influence of negative nostalgia on brand attachment. The research expands the application scope of user's profile, and gives some inspiration to enterprises to make use of user's profiles for new relationship marketing.
- user's profile /
- nostalgia /
- brand marketing /
- brand attachment /
- anthropomorphism /
- relationship marketing /
- online platform

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图 1 用户画像对品牌依恋影响机制的研究模型

下载: 全尺寸图片幻灯片

图 2 拟人化对积极怀旧与品牌依恋关系的调节作用

下载: 全尺寸图片幻灯片

图 3 拟人化对消极怀旧与品牌依恋关系的调节作用

下载: 全尺寸图片幻灯片

表 1 用户画像对品牌依恋的影响

	Mean	SD	SE	T-value	df	Sig.
LM—TM	-168.435	306.992	64.012	-2.631	22	0.015^*
注：^*表示P < 0.05，LM代表画像推送前一月APP使用人数，TM代表画像推送当月APP使用人数。

下载: 导出CSV

表 2 各变量均值、标准差及相关系数(N=342)

	M	SD	1	2	3	4	5	6	7	8	9	10	11	12	13
用户画像	0.56	0.50	0.20^***	0.20^***	0.18^**	0.08	0.04	0.22^***	-0.04	-0.06	-0.01	-0.03	0.04	-0.03	0.01
积极怀旧	4.74	1.32	1	-0.05	0.26^***	-0.06	-0.06	0.08	-0.07	0.06	-0.11	0.01	0.12^*	-0.10^*	-0.01
消极怀旧	4.64	1.15		1	-0.11^*	0.12^*	-0.03	0.04	-0.01	0.02	-0.03	-0.08	0.03	0.07	-0.03
品牌依恋	4.70	1.26			1	-0.09	-0.05	0.06	0.04	-0.11^*	0.02	0.05	0.06	-0.11^*	0.03
熟悉度	5.04	1.10				1	0.09	0.03	0.03	-0.07	0.003	-0.04	-0.01	0.03	-0.01
性别	0.51	0.50					1	0.01	0.03	-0.05	-0.02	0.04	-0.06	-0.01	0.03
年龄1	0.15	0.36						1	-0.36^***	-0.31^**	-0.08	0.20^***	-0.02	-0.06	-0.10
年龄2	0.43	0.50							1	-0.64^***	-0.16^**	-0.06	0.07	0.04	0.02
年龄3	0.35	0.48								1	-0.13^*	-0.07	-0.02	0.08	0.09
年龄4	0.03	0.18									1	-0.01	-0.08	-0.08	-0.04
教育背景1	0.20	0.40										1	-0.33^***	-0.42^***	-0.12^*
教育背景2	0.30	0.46											1	-0.54^***	-0.16^**
教育背景3	0.40	0.49												1	-0.20^***
教育背景4	0.06	0.23													1
注：^*表示P＜0.001，^表示P＜0.01，^*表示P＜0.05。

下载: 导出CSV

表 3 实验分析一线性回归结果

	品牌依恋	积极怀旧	消极怀旧	品牌依恋
	Model 1	Model 2	Model 3	Model 4
用户画像	0.51^**(0.14)	0.53^**(0.15)	0.43^**(0.13)	0.46^**(0.14)
积极怀旧				0.20^***(0.05)
消极怀旧				-0.12^*(0.06)
熟悉度	-0.12(0.06)	-0.08(0.06)	0.11(0.06)	-0.09(0.06)
性别	-0.14(0.13)	-0.15(0.14)	-0.10(0.12)	-0.12(0.13)
年龄1	-0.76(0.44)	0.16(0.46)	0.19(0.40)	-0.77(0.42)
年龄2	-0.71(0.40)	-0.03(0.42)	0.16(0.37)	-0.69(0.39)
年龄3	-0.96^*(0.41)	0.20(0.42)	0.23 (0.37)	-0.97^*(0.39)
年龄4	-0.46(0.50)	-0.83(0.53)	0.12(0.46)	-0.28(0.49)
教育背景1	0.52(0.48)	-0.20(0.50)	0.04 (0.44)	0.57(0.49)
教育背景2	0.47(0.47)	-0.04(0.50)	0.22(0.43)	0.51(0.46)
教育背景3	0.26(0.47)	-0.42(0.50)	0.27(0.43)	0.38(0.46)
教育背景4	0.62(0.55)	-0.35(0.57)	0.03(0.50)	0.70(0.53)
R²	0.076	0.083	0.062	0.134
F	2.471^**	2.697^**	1.981^*	3.926^***
N	342	342	342	342
注：^*表示P < 0.001，^表示P < 0.01，^*表示P < 0.05，括号中数值为标准误。

下载: 导出CSV

参考文献(42)

[1]	VIKTOR MAYER-SCHÖNBERGER, KENNETH CUKIER. Big data: a revolution that will transform how we live, work, and think[M]. New York: Houghton Mifflin Harcourt, 2013.
[2]	郭倩.数字经济时代下的数字劳动与受众商品化---以支付宝年度账单及2017年账单"被同意"事件为例[J].海南大学学报:人文社会科学版, 2018(4): 39-43. doi: 10.3969/j.issn.1004-1710.2018.04.006
[3]	LAMBRECHT ANJA, CATHERINE TUCKER. "When Does Retargeting Work?"Information specificity in online advertising[J]. Journal of marketing research, 2013, 50(10): 561-576. http://papers.ssrn.com/abstract=1795105
[4]	SUMMERS C A, SMITH R W, WALKER RECZEK R. An audience of one: behaviorally targeted ads as implied social labels[J]. Journal of consumer research, 2016, 43(1): 156-178. doi: 10.1093/jcr/ucw012
[5]	刘海鸥, 孙晶晶, 苏妍嫄, 等.国内外用户画像研究综述[J].情报理论与实践, 2018(11): 155-160. https://www.cnki.com.cn/Article/CJFDTOTAL-QBLL201811028.htm
[6]	郭光明.基于社交大数据的用户信用画像方法研究[D].合肥: 中国科学技术大学, 2017.
[7]	李斌, 马红宇, 李爱梅, 等.怀旧的触发、研究范式及测量[J].心理科学进展, 2015(7): 1289-1298. https://www.cnki.com.cn/Article/CJFDTOTAL-XLXD201507019.htm
[8]	FOURNIER S, YAO J. Reviving brand loyalty: a reconceptualization within the framework of consumer-brand relationships[J]. International journal of research in marketing, 1997, 14(5): 451-472. doi: 10.1016/S0167-8116(97)00021-9
[9]	WILDSCHUT T, SEDIKIDES C, ARNDT J, et al. Nostalgia: content, triggers, functions[J]. Journal of personality & social psychology, 2006, 91(5): 975-993. http://www.ncbi.nlm.nih.gov/pubmed/17059314
[10]	HUDSON S, HUANG L, ROTH M S, et al. The influence of social media interactions on consumer brand relationships: a three-country study of brand perceptions and marketing behaviors[J]. International journal of research in marketing, 2016, 33(1): 27-41. doi: 10.1016/j.ijresmar.2015.06.004
[11]	王凌霄, 沈卓, 李艳.社会化问答社区用户画像构建[J].情报理论与实践, 2018(1): 129-134. https://www.cnki.com.cn/Article/CJFDTOTAL-QBLL201801024.htm
[12]	IGLESIAS J A, ANGELOV P, LEDEZMA A, et al. Creating evolving user behavior profiles automatically[J]. IEEE transactions on knowledge and data engineering, 2012, 24(5): 854-867. doi: 10.1109/TKDE.2011.17
[13]	PAZZANIMJ, BILLSUSD. Content-based recommendation system[M]. Berlin: Springer, 2007: 325-341.
[14]	ABEL F, GAO Q, HOUBEN G J, et al. Analyzing user modeling on twitter for personalized news recommendations[C]. International Conference on User Modeling, Adaptation, and Personalization, 2011: 1-12.
[15]	SCHIAFFMO S, AMANDI A. Intelligent user profiling[M]. Berlin: Springer, 2009: 193-216.
[16]	林燕霞, 谢湘生.基于社会认同理论的微博群体用户画像[J].情报理论与实践, 2018(3): 142-148. https://www.cnki.com.cn/Article/CJFDTOTAL-QBLL201803027.htm
[17]	PARK C W, MACINNIS D J, PRIESTER J. Beyond attitudes: attachment and consumer behavior[J]. Seoul journal of business, 2006, 12(2): 3-35.
[18]	PARK C W, MACINNIS D J, PRIESTER J, et al. Brand attachment and brand attitude strength: conceptual and empirical differentiation of two critical brand equity drivers[J]. Journal of marketing, 2010, 74(6): 1-17. doi: 10.1509/jmkg.74.6.1
[19]	COLLINS ALLAN M, ELIZABETH F. LOFTUS. A spreading activation theory of semantic processing[J]. Psychological review, 1975, 82(11): 407-428. http://www.sciencedirect.com/science/article/pii/B9781483214467500157
[20]	王财玉.消费者自我-品牌联结的内涵、形成机制及影响效应[J].心理科学进展, 2013(5): 922-933. https://www.cnki.com.cn/Article/CJFDTOTAL-XLXD201305023.htm
[21]	ROBERTS-LOMBARD M, PETZER D J. Customer satisfaction/delight and behavioural intentions of cell phone network customers-an emerging market perspective[J]. European business review, 2018, 30(4): 427-445. doi: 10.1108/EBR-03-2017-0061
[22]	KAPLAN H A. The psychopathology of nostalgia[J]. Psychoanalytic review, 1987, 74: 465-486. http://www.ncbi.nlm.nih.gov/pubmed/3124149
[23]	BAKER S M, KENNEDY P F. Death by nostalgia: a diagnosis of context-specific cases[J]. Advances in consumer research, 1994, 21(1): 169-174. http://dialnet.unirioja.es/servlet/articulo?codigo=384469
[24]	SEDIKIDES C, WILDSCHUT T, ARNDT J, et al. Nostalgia: past, present, and future[J]. Current directions in psychological science, 2008, 17: 304-307. doi: 10.1111/j.1467-8721.2008.00595.x
[25]	BARRETT F S, GRIMM K J, ROBINS R W, et al. Music-evoked nostalgia: affect, memory, and personality[J]. Emotion, 2010, 10(3): 390-403. doi: 10.1037/a0019006
[26]	RYYNÄNEN T, HEINONEN V. From nostalgia for the recent past and beyond: the temporal frames of recalled consumption experiences[J]. International journal of consumer studies, 2018, 42(1): 186-194. doi: 10.1111/ijcs.12398
[27]	杨强, 张康, 孟陆.孤独感对怀旧消费偏好的影响研究[J].珞珈管理评论, 2018(2): 132-146.
[28]	SIEGEL D J. Memory: an overview, with emphasis on developmental, interpersonal, and neurobiological aspects[J]. Journal of the American academy of child adolescent & psychiatry, 2001, 40: 997-1011. http://www.ncbi.nlm.nih.gov/pubmed/11556645
[29]	SCHULTZ S E, KLEINE R E, KERNAN J B. These are a few of my favorite things: toward an explication of attachment as a consumer behavior construct[J]. Advances in consumer research, 1989, 16(1): 359-366. http://www.researchgate.net/publication/235361526_These_Are_a_Few_of_My_Favorite_Things_Toward_an_Explication_of_Attachment_as_a_Consumer_Behavior_Construct
[30]	THOMSON M, MACINNIS D J, PARK C W. The ties that bind: measuring the strength of consumers'emotional attachments to brands[J]. Journal of consumer psychology, 2005, 15(1): 77-91. doi: 10.1207/s15327663jcp1501_10
[31]	LAZARUS R S, FOLKMAN S. Stress, appraisal and coping[M]. Berlin: Springer, 1984.
[32]	张义, 孙明贵.消费者怀旧情感研究评述[J].中国流通经济, 2011(9): 94-99. doi: 10.3969/j.issn.1007-8266.2011.09.018
[33]	EPLEY N, WAYTZ A, CACIOPPO J T. On seeing human: a three-factor theory of anthropomorphism[J]. Psychological review, 2007, 114(4): 864-886. doi: 10.1037/0033-295X.114.4.864
[34]	汪涛, 谢志鹏.拟人化营销研究综述[J].外国经济与管理, 2014(1): 38-45. https://www.cnki.com.cn/Article/CJFDTOTAL-WGJG201401005.htm
[35]	GUPTA S, MELEWAR T C, BOURLAKIS M. A relational insight of brand personification in business-to-business markets[J]. Journal of general management, 2010, 35(4): 65-76. doi: 10.1177/030630701003500411
[36]	AGGARWAL P, MCGILL A L. When brands seem human, do humans act like brands?automatic behavioral priming effects of brand anthropomorphism[J]. Journal of consumer research, 2012, 39(2): 307-323. doi: 10.1086/662614
[37]	ZHOU X, WILDSCHUT T, SEDIKIDES C, et al. Nostalgia: the gift that keeps on giving[J]. Journal of consumer research, 2012, 39(1): 39-50. doi: 10.1086/662199
[38]	KENT R J, ALLEN C T. Competitive interference effects in consumer memory for advertising: the role of brand familiarity[J]. Journal of marketing, 1994, 58(3): 97. doi: 10.1177/002224299405800307
[39]	PASCAL V J, SPROTT D E, MUEHLING D D. The influence of evoked nostalgia on consumers'responses to advertising: an exploratory study[J]. Journal of current issues & research in advertising, 2002, 24(1): 39-47. doi: 10.1080/10641734.2002.10505126
[40]	HART P M, JONES S R, ROYNE M B. The human lens: how anthropomorphic reasoning varies by product complexity and enhances personal value[J]. Journal of marketing management, 2013, 29(1-2): 105-121. doi: 10.1080/0267257X.2012.759993
[41]	PUZAKOVA M, KWAK H, ROCERETO J F. When humanizing brands goes wrong: the detrimental effect of brand anthropomorphization amid product wrongdoings[J]. Journal of marketing, 2013, 77(3): 81-100. doi: 10.1509/jm.11.0510
[42]	HUR J D, KOO M, HOFMANN W. When temptations come alive: how anthropomorphism undermines self-control[J]. Journal of consumer research, 2015, 42(2):340-358. http://jcr.oxfordjournals.org/content/42/2/340