김혜진 교수
Hyejin Kim
KAIST 기술경영학부 · 사회과학
연구실 소개
김혜진 교수의 연구실은 소비자 행동과 마케팅 전략 분야에서 디지털 미디어 및 디지털 데이터 기반의 소비자 인사이트를 탐구합니다. 특히 온라인 리뷰, 전자어휘(е-WОМ), TV 드라마 시청률 등 다양한 디지털 데이터의 볼륨과 정서적 성향이 소비자 반응에 미치는 영향을 분석하며, 모바일 기기 사용이 리뷰 품질에 미치는 영향 등 실생활 소비 행동의 디지털 전환을 연구합니다. 또한 소비자 선호도 형성에 영향을 미치는 개인, 제품, 타인의 영향을 통합적으로 고려하는 'PIE' 프레임워크 개발 등 소비자 의사결정의 복합적 요인을 분석하는 데도 기여하고 있습니다.
연구 현황
연구 성과 추이
표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.
주요 논문
15Purpose – The advancement of multimedia technology has spurred the use of multimedia in business practice. The adoption of audio and visual data will accelerate as marketing scholars become more aware of the value of audio and visual data and the technologies required to reveal insights into marketing problems. This chapter aims to introduce marketing scholars into this field of research.Design/methodology/approach – This chapter reviews the current technology in audio and visual data analysis a
Purpose The purpose of this paper is to investigate the relation between average ratings (viewership) and the volume and valence of electronic word of mouth (e-WOM) for early episodes of TV shows. Design/methodology/approach Linear regression was performed in which the dependent variable is average TV ratings and main independent variables are volume and valence of e-WOM. The study used a Breusch–Pagan test to detect heteroscedasticity. Accordingly, the model is analyzed using heteroscedasticity
Extant preference measurement research, including conjoint analysis, has been silent on the explicit influence of others in the formation of consumer preferences. This article proposes a new holistic framework of preference, “PIE,” as well as a measurement method to remedy this problem. The new paradigm posits that consumers evaluate products on the basis of different “needs” determined by three sources: (1) P, the physical attributes of the product; (2) I, the individual characteristics of the
Purpose The purpose of this study is to examine how the usage of mobile devices influences text-posting behavior in the online review-generation process. This study attempts to improve the understanding of the negative impacts of mobile channels on the quality of online reviews. Design/methodology/approach The authors develop a series of hypotheses to investigate the text-posting behaviors with mobile device usage. To examine the authors' hypotheses, the authors collect online reviews posted in
Purpose Social media (e.g., e-WOM) and traditional media (e.g., media coverage) serve different roles in a firm's marketing activities and also interact with each other, which in turn affect the market outcome. In addition, how market outcome affects the two types of media in turn has not been examined, which brings the need for a holistic framework. The rare study that examines this relation mostly relies on the volume of media rather than the valence. This study examines the interdependent rel
대표 연구 분야
김혜진 교수의 연구를 Nubint에서 더 깊이 살펴보세요
이 연구실의 논문을 앱에서 열어 AI와 함께 읽고, 핵심을 요약하고, 내 글에 인용하세요.