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How Do Text- and Video-based Verification Content Mitigate the Cold-Start Problem in Two-Sided Market Platforms?

초록

영어

Information asymmetry in emerging platforms with two-sided markets creates barriers for interactions, especially for products lacking established reputation, termed the reputational cold-start problem. To address the problem, this study explores the roles of platform-initiated contents (PICs). Specifically, this paper examines how inspector-based textual PIC and video-mediated PIC influence consumer demand and subsequent reviews in the accommodation-sharing context. We employ econometric analyses with propensity score weighting and two-stage residual inclusion to address potential endogeneity concerns. We find that (i) both PICs as quality signals enhance the booking rate, and (ii) the positive impact of video-mediated PIC is more pronounced for properties facing the reputational cold-start problem, a nuanced effect not observed for inspector-based PIC. Furthermore, we demonstrate that inspector-based PIC increases subsequent reviews for properties with the cold-start problem while video-mediated PIC has no significant effects on subsequent reviews for those properties. Contribution and practical implications for addressing the cold-start problem in emerging platforms are discussed.

목차

Abstract
Introduction
Theoretical Background
Methodology
Research Context
Data and Variables
Analysis
Results
Effects on Consumer Demand
Spillover Effects on Review Volume
Conclusion
References
APPENDIX A. Additional Table

저자정보

  • 신우식 연세대학교 정보대학원
  • 김희웅 연세대학교 정보대학원

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