Customer Satisfaction Analysis by Purpose Types of Purchasing and Using VR Devices from Review Data
Customer Satisfaction Analysis by Purpose Types of Purchasing and Using VR Devices from Review Data
  • 진 미첼 마르티논 고메즈
  • 서종환

초록

The advancement and market activation of VR devices is crucial to opening the era of the Metaverse. To help the VR device industry's development, this study proposed a method that examines consumers' purpose types for purchasing and using VR devices from reviews and investigates their relationship with customer satisfaction. The study contributes to the academic field as it differs from prior studies in that: 1) it collected VR device review data from Amazon.com, and applied text analysis to identify purpose types and measure their propensities in each review; 2) keywords for text analysis were manually selected after keyword extraction using a traditional automatic approach; 3) bigram relationships of lemmas with the selected keywords were used to acquire more keywords for each purpose type; and 4) customer satisfaction on VR devices was represented by review ratings and sentiment, and customer satisfaction differences among purpose types were analyzed. Consequently, the research revealed that purpose types were associated with customer satisfaction in order like “gift” > “workout” > “watch” > “game”. From a practical point of view, this result can help to derive strategies for activating the VR device industry from a consumer perspective by aligning the development of VR device functionalities and software content with consumer demands.

키워드

VR DevicesPurpose TypesReviewsText AnalysisCustomer SatisfactionOne-way ANOVAPanel OLS Regression
제목
Customer Satisfaction Analysis by Purpose Types of Purchasing and Using VR Devices from Review Data
제목 (타언어)
Customer Satisfaction Analysis by Purpose Types of Purchasing and Using VR Devices from Review Data
저자
진 미첼 마르티논 고메즈서종환
발행일
2023-12
저널명
인터넷전자상거래연구
23
6
페이지
247 ~ 258