온라인 추천정보와 선호 유사성의 역할: 2단계 구매 의사 결정 모델을 중심으로
The Role of Online Social Recommendation and Similarity of Preferences: In Two Stage Purchase Decision Making Process
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In this study, we try to understand the role of online social recommendation and the similarity of preferences between the recommender and the recommendee on consumer decisions in the framework of the two stage purchase decision-making process. Applying construal level theory to our context, we expect that the role of social recommendation and the similarity of preferences would vary over the stages in the two-stage decision making process. To test our hypotheses, we collected the data through an incentive compatible experiment, and analyzed the data with nested logit model. As a result, we found that the role of online social recommendation varies over the stages. Consumers take recommendation from similar others at the stage of consideration set formation, but no longer consider it at the stage of final choice. Consumers take recommendation from dissimilar others at the stage of consideration set formation. At the stage of final choice, however, consumers avoid choosing the option recommended by dissimilar others. The results of our study enrich the understanding about the role of social recommendation, and have implication to marketing practitioners who attempt to make online social recommendation system more efficient.
Abstract
In this study, we try to understand the role of online social recommendation and the similarity of preferences between the recommender and the recommendee on consumer decisions in the framework of the two stage purchase decision-making process. Applying construal level theory to our context, we expect that the role of social recommendation and the similarity of preferences would vary over the stages in the two-stage decision making process. To test our hypotheses, we collected the data through an incentive compatible experiment, and analyzed the data with nested logit model. As a result, we found that the role of online social recommendation varies over the stages. Consumers take recommendation from similar others at the stage of consideration set formation, but no longer consider it at the stage of final choice. Consumers take recommendation from dissimilar others at the stage of consideration set formation. At the stage of final choice, however, consumers avoid choosing the option recommended by dissimilar others. The results of our study enrich the understanding about the role of social recommendation, and have implication to marketing practitioners who attempt to make online social recommendation system more efficient.
참고문헌 (48)
- 김보현, "소셜네트워크 텍스트 기반 감정분석 및 추천 시스템", 2014 한국정보과학회 제41회 정기총회 및 동계학술발표회, pp.1543~1544 (2014)
- 노승의, "소셜미디어 환경에서 온라인구전(eWOM)에 영향을 미치는 요인 연구", 지식경영연구, 14(1), pp.1~20 (2013), 한국지식경영학회
- 신찬호, "메시지 프레이밍과 제품 유형 및 시간적 거리감이 소비자 태도에 미치는 영향", 소비자학연구, 25(1), pp.1~30 (2014), 한국소비자학회
- 양윤, "비교초점, 사회적 거리, 소비자 독특성 욕구가 제품선호에 미치는 영향: 동화 대 대조", 한국심리학회지: 소비자·광고, 14(1), pp.69~85 (2013), 한국소비자·광고심리학회
- 장해, "온라인 평화 평점 네트워크 분석 및 영화 추천", 한국정보과학회 2012가을 학술발표논문집, 39(2), pp.256~258 (2012)
- 정남호, "소셜 네트워크 사이트에서 온라인 관계를 통한 지식공헌: 개인관계이론 관점", 지식경영연구, 12(5), pp.25~40 (2011), 한국지식경영학회
- 조은영, "소셜미디어 마케팅 실패사례 분석을 통한 소셜미디어 마케팅 전략 연구", 지식경영연구, 16(2), pp.91~111 (2015), 한국지식경영학회[DOI]
- 최재원, "개인화 추천시스템에서 고객 제품 리뷰가 사회적 실재감에 미치는 영향", 지능정보연구, 17(3), pp.115~130 (2011), 한국지능정보시스템학회
- 한상만, "가격할인이 고려상표군의 형성에미치는 영향에 관한 연구", 마케팅연구, 11(2), pp.183~203 (1996)
- Anderson, M,, "Learning from the Crowd : Regression Discontinuity Estimates of the E!ects of an Online Review Database", The Economic Journal, 122(563), pp.957~989 (2012)
- Amit, E., "Distance-Dependent Processing of Pictures a nd Words", Journal of Experimental Psychology : General, 138(3), pp.400~415 (2009)
- Banerjee, A. V., "A Simple Model of Herd Behavior", The Quarterly Journal of Economics, 107(3), pp.797~817 (1992)
- Bettman, J. R., "Memory Factors in Consumer Choice : A Review", The Journal of Marketing, 43(2), pp.37~53 (1979)
- Bronnenberg, B. J., "Limited Choice Sets, Local Price Response and Implied Measures of Price Competition", Journal of Marketing Research, 33(2), pp.163~173 (1996)
- Centola, D., "An Experimental Study of Homophily in the Adoption of Health Behavior", Science, 334(6060), pp.1269~1272 (2011)
- Chakravarti, A., "The Neglect of Prescreening Information", Journal of Marketing Research, 43(4), pp.642~653 (2006)
- Chevalier, J. A., "The Effect of Word of Mouth on Sales : Online Book Reviews", Journal of Marketing Research, 43(3), pp.345~354 (2006)
- Dhar, R., "Seeing the Forest or the Trees : Implications of Construal Level Theory for Consumer Choice", Journal of Consumer Psychology, 17(2), pp.96~100 (2007)
- Ding, M., "An Incentive-A ligned Mechanism for Conjoint Analysis", Journal of Marketing Research, 44(2), pp.214~223 (2007)
- Feick, L., "The E!ects of Preference Heterogeneity and Source Cha racter ist ics on Ad P rocessing a nd Judgements about Endorsers", Journal of Advertising, 21(2), pp.9~24 (1992)
- Fujita, K., "Construal Levels and Self-Control", Journal of Personality and Social Psychology, 90(3), pp.351~367 (2006)
- Godes, D., "Using Online Conversations to Study Word-of-Mouth Communication", Marketing Science, 23(4), pp.545~560 (2004)
- Godes, D., "The Firm’s Management of Social Interactions", Marketing Letters, 16(3-4), pp.415~428 (2005)
- Goel, S., "Predicting Individual Behavior with Social Networks", Marketing Science, 33(1), pp.82~93 (2013)
- Granovetter, M. S., "The strength of weak ties", American journal of sociology, pp.1360~1380 (1973)
- Häubl, G., "Consumer De c ision Ma k i ng i n On l i ne Shoppi ng Environments : The Effects of Interactive Decision Aids", Marketing Science, 19(1), pp.4~21 (2000)
- Hauser, J. R., "An Evaluation Cost Model of Consideration Sets", Journal of Consumer Research, 16(4), pp.393~408 (1990)
- Hoch, S. J., "The Variety of an Assortment", Marketing Science, 18(4), pp.527~546 (1999)
- Huang, J., "Social Recommendation with Interpersonal Influence", In ECAI, 10, pp.601~606 (2010)
- Johnson, E. J., "Compensatory Choice Models of Noncompensatory Processes : The Effect of Varying Context", Journal of Consumer Research, 11(1), pp.528~541 (1984)
- Kardes, F. R., "Brand Retrieval, Consideration Set Composition, Consumer Choice, and the Pioneering Advantage", Journal of Consumer Research, 20(1), pp.62~75 (1993)
- Consumer Search and the Structure of Personal Networks, "Lee, J. Y.", Yonsei School of Business, ~ (2015)
- Liberman, N., "The Role of Feasibility and Desirability Considerations in Near and Distant Future Decisions : a Test of Temporal Construal Theory", Journal of Personality and Social Psychology, 75(1), pp.5~18 (1998)
- Liberman, N., "Construal Level Theory and Consumer Behavior", Journal of Consumer Psychology, 17(2), pp.113~117 (2007)
- Liviatan, I., "Interpersonal Similarity as a Social Distance Dimension : Implications for Perception of Others’ Actions", Journal of Experimental Social Psychology, 44(5), pp.1256~1269 (2008)
- McPherson, M., "Birds of a Feather : Homophily in Social Networks", A nnual Review of Sociology, 18(4), pp.415~444 (2001)
- Mehta, N., "Price Uncertainty and Consumer Search : A Structural Model of Consideration Set Formation", Marketing science, 22(1), pp.58~84 (2003)
- Roberts, J. H., "Development and Testing of a Model of Consideration Set Composition", Journal of Marketing Research, 28(4), pp.429~440 (1991)
- Schmitt, P., "Referral Programs and Customer Value", Journal of Marketing, 75(1), pp.46~59 (2011)
- Schrift, R. Y., "Complicating Choice", Journal of Marketing Research, 48(2), pp.308~326 (2011)
- Shocker, A. D., "Consideration Set Influences on Consumer Decision-Making and Choice : Issues, Models, and Suggestions", Marketing Letters, 2(3), pp.181~197 (1991)
- Tang, J., "Social Recommendation : a Review", Social Network Analysis and Mining, 3(4), pp.1113~1133 (2013)
- Train, K. E., "Discrete choice methods with simulation" (2009), Cambridge university press
- Trope, Y., "Temporal Construal", Psychological Review, 110(3), pp.403~421 (2003)
- Trope, Y., "Construal-Level Theory of Psychological Distance", Psychological Review, 117(2), pp.440~463 (2010)
- Trope, Y., "Construal Levels and Psychological Distance : Effects on Representation, Prediction, Evaluat ion, and Behavior", Journal of Consumer Psychology : the O$cial Journal of the Society for Consumer Psychology, 17(2), pp.83~95 (2007)
- Urban, G. L., "Premarket Forecasting for New Consumer Durable Goods : Modeling Categorization, Elimination, and Consideration Phenomena", The Journal of Marketing, 57(2), pp.47~63 (1993)
- Wei, D., "E!ective Mechanism for Social Recommendation of News", Physica A : Statistical Mechanics and its Applications, 390(11), pp.2117~2126 (2011)
