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研究生: 謝書昀
Shie, Shu-Yun
論文名稱: 球員選秀順位與未來表現之關聯性分析:以NBA為例
Draft Order and Players' Future Performance: Evidence from the National Basketball Association
指導教授: 陳鎮洲
Chen, Jenn-Jou
口試委員: 郭振雄
Kuo, Jenn-Shyong
陳鎮洲
Chen, Jenn-Jou
羅光達
Lo, Kuang-Ta
學位類別: 碩士
Master
系所名稱: 社會科學學院 - 經濟學系
Department of Economics
論文出版年: 2021
畢業學年度: 109
語文別: 英文
論文頁數: 31
中文關鍵詞: NBA選秀球員表現運動經濟學
外文關鍵詞: NBA draft, Player performance, Sports economics
DOI URL: http://doi.org/10.6814/NCCU202100578
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  • 本研究採用美國籃球聯盟西元 2006 年至 2017 年順利通過兩輪選秀之新秀球員數據資料,以迴歸不連續法,估計球員選秀順位與其未來表現關聯性。實證結果顯示,在前三年的職業生涯中,高選秀順位球員相較於低選秀順位球員,並未擁有較佳表現。在職業生涯第二年,高選秀順位球員相較於低選秀順位球員, 平均每場比賽獲得較多上場時間;然而,此結果並不穩定。去除了同一賽季中,曾有轉換過球隊的球員後,仍獲得類似結果。因此,推斷此不穩定結果現象可能為樣本數不足原因所致。


    The goal of this paper is to examine the correlation between draft order and players’ subsequent performance using draftees’ statistics between 2006 and 2017 from the National Basketball Association (NBA). A regression discontinuity design is applied to capture the effect of draft order. The results show that higher-drafted players are not more productive than lower-drafted players throughout the first three years of their career. Although higher-drafted players have more playing time per game than lower-drafted players in their second year, the results are unstable. In a subgroup analysis, I find similar results. A possible reason for the unexpected results may lie in the inadequacy of the sample size.

    1. Introduction 1
    2. Literature Review 3
    2.1 Determinants of players' future success 3
    2.2 Sunk cost fallacy in professional sport field 4
    2.3 Extension of previous studies 5
    3. Empirical Design 7
    3.1 Data Analysis 7
    3.2 Method 14
    4. Results 15
    4.1 Estimation Results 15
    4.2 Graphical Results 19
    5. Conclusion and discussion 23
    References 25
    Appendix: Supplemental Tables 26

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    Berri, D. J., & Simmons, R. (2011). Catching a draft: On the process of selecting quarterbacks in the National Football League amateur draft. Journal of Productivity Analysis, 35(1), 37-49.

    Borland, J., Lee, L., & Macdonald, R. D. (2011). Escalation effects and the player draft in the AFL. Labour Economics, 18(3), 371-380.

    Camerer, C. F., & Weber, R. A. (1999). The econometrics and behavioral economics of escalation of commitment: A re-examination of Staw and Hoang’s NBA data. Journal of Economic Behavior & Organization, 39(1), 59-82.

    Evans, B. A. (2018). From college to the NBA: what determines a player’s success and what characteristics are NBA franchises overlooking?. Applied Economics Letters, 25(5), 300-304.

    Hinton, A., & Sun, Y. (2020). The sunk-cost fallacy in the National Basketball Association: evidence using player salary and playing time. Empirical Economics, 59(2), 1019-1036.

    Keefer, Q. A. (2017). The sunk-cost fallacy in the National Football League: Salary cap value and playing time. Journal of Sports Economics, 18(3), 282-297.

    Leeds, D. M., Leeds, M. A., & Motomura, A. (2015). Are sunk costs irrelevant? Evidence from playing time in the National Basketball Association. Economic Inquiry, 53(2), 1305-1316.

    Rodenberg, R. M., & Woo Kim, J. (2011). Precocity and labor market outcomes: evidence from professional basketball. Economics Bulletin, 31(3), 2185-2190.

    Staw, B. M., & Hoang, H. (1995). Sunk costs in the NBA: Why draft order affects playing time and survival in professional basketball. Administrative Science Quarterly, 474-494.

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