篇名 | 使用者生成内容對銷售之影響:以豐田RAV4車頂漏水事件為例 |
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卷期 | 52:2 |
並列篇名 | The Effect of User-Generated Content on Sales: Evidence from the Toyota RAV4 Roof Leak Incident |
作者 | 郭芳彰 、 陳翰陞 |
頁次 | 121-153 |
關鍵字 | 使用者生成內容 、 差異中差異 、 巢狀對數需求 、 user-generated content 、 difference-in-differences 、 nested logit demand 、 EconLit 、 TSSCI |
出刊日期 | 202404 |
DOI | 10.6277/TER.202404_52(2).0001 |
本文利用豐田RAV4車頂漏水事件作爲自然實驗,研究使用者生成內容對相關銷售的影響。透過差異中差異計量方法,我們的實證結果顯示,車頂漏水事件的使用者生成內容導致豐田RAV4的銷售下降超過30%。但是,估計結果可能不僅捕捉到處理效果,還捕捉到銷售的其他均衡效應。因此,我們估計了一個結構化需求模型,並進行了反事實模擬,顯示失去的銷售約爲9,000輛,相當於上一年總銷量的25%。而另一款同品牌的新車推出僅對RAV4的銷售造成大約4%的下降。
This paper studies the effects of user-generated content on relative sales by exploiting the Toyota RAV4 roof leak incident as a natural experiment. Using a reduced-form difference-in-differences approach, our empirical results show that user-generated content from the roof leak incident caused sales of the Toyota RAV4 to fall by more than 30%. However, the estimates may capture not only the treatment effects but also other equilibrium effects on sales. Therefore, we estimate a structural nested logit demand model, and conduct counterfactual simulations showing that lost sales were approximately 9,000, equivalent to 25% of the total sales in the previous year. Cannibalization effects from Toyota Corolla Cross only led to an around 4% decrease in RAV4’s sales.