Publication: 日本職棒打者表現與年齡分析
| dc.contributor.advisor | 張振崗 | |
| dc.contributor.advisor | Chang, Chen-Kang | |
| dc.creator | 劉必然 | |
| dc.creator | Liu, Pi-Lan | |
| dc.date | 2012 | |
| dc.date.accessioned | 2017-02-27T07:38:59Z | |
| dc.date.accessioned | 2025-07-30T15:31:09Z | |
| dc.date.available | 2017-02-27T07:38:59Z | |
| dc.date.issued | 2017-02-27T07:38:59Z | |
| dc.description | 學位類別:碩士 | |
| dc.description | 校院名稱:國立臺灣體育運動大學 | |
| dc.description | 系所名稱:運動管理學系碩士班 | |
| dc.description | 學號:19805001 | |
| dc.description | 畢業學年度:100年 | |
| dc.description | 論文頁數:123頁 | |
| dc.description.abstract | 職業球團與球員簽訂合約的金額與年限,以及球員交易,都需要預測球員未來的表現。目前職業球團普遍使用的方法,是根據該球員前幾年的表現,因此需要更明確的評估方式,用來預測球員未來的表現。已有數個研究針對美國職棒大聯盟,探討球員表現隨年齡的變化,但仍缺乏日本職棒相關研究,且台灣球員與日本球員體型、人種較接近,日本之情況可做為台灣參考。本研究目的為根據日本職棒打者四項修正後的數據:打擊率、純長打率、三壘安打率及二壘加三壘安打率,以及未修正之四壞球保送率,探討日本職棒打者生涯表現隨年齡改變的趨勢。研究對象為日本職棒1980至2010年間,每年球季至少累積擁有200打席,並且至少出賽8年以上的打者。為了將不同年代打者的表現都放在同一基準點做比較,本研究以日本職棒上述各項成績根據當年的聯盟平均數據標準化後,分析各項數據隨年齡改變的趨勢。結果發現,打擊率的生涯顛峰年齡位於26至29歲;四壞球保送率位於31歲;純長打率位於26至28歲;三壘安打率位於26至27歲;二壘加三壘安打率位於26至28歲。日本職棒高打擊率的打者,通常會附帶著較佳的純長打率、三壘安打率及二壘加三壘安打率,生涯表現也相對穩定;四壞球保送率方面,選球能力好的打者,會伴隨較佳的打擊率、純長打率及二壘加三壘安打率;純長打率方面,並不因年齡的增長而衰退,反而呈現上升的現象,具有純長打能力的打者,大都具備著優異的打擊率、四壞球保送率及二壘加三壘安打率;三壘安打率方面,具有速度的打者,在打擊率與二壘加三壘安打率的表現上佔有優勢;二壘加三壘安打率方面,高於聯盟平均的打者,在各方面的表現都比較出色。而兼具兩種能力的打者,通常在各方面的表現都不錯。透過本研究,希望可更客觀的評估日本職棒球員年齡與各項表現的關係,提供球團在簽訂球員合約,以及進行球員交易的參考,同時可做為台灣棒球發展的參考。 | |
| dc.description.abstract | The prediction of performance for professional baseball players is required in determining the length and the amount of contracts and trades. The method which teams generally use at present is based on the player’s performance in previous years. Therefore, a more reliable method is required to predict the future performance of the players. There are several studies investigating the performance changes with age in Major League Baseball. There is no study examining the aging effect in performance in Nippon Professional Baseball. The baseball players in Japan and Taiwan have similar body type and genetic background. Therefore, the results from, Nippon Professional Baseball could be used as a reference for Chinese Professional Baseball League. The purpose of this research is to analyze the trend of career performance changes with age in Nippon Professional Baseball. This study used four adjusted statistics: batting average, isolated power, triples percentage, and doubles plus triples percentage, and unadjusted base on balls percentage as the indicators for performance. The subjects included Nippon Professional Baseball hitters who have played at least eight years and had 200 or more plate appearances in each year. In order to compare the hitters from different era, this study normalized the yearly numbers to the league average of that category in the specific year. The results showed that the highest batting average occurred between 26 to 29 years old; the highest base on balls percentage occurred in 31 years old; the best isolated power occurred between 26 to 28 years old; the highest triples percentage occurred between 26 to 27 years old; and highest doubles plus triples percentage occurred between 26 to 28 years old. The hitters with high batting average also showed good isolated power, triples percentage and doubles plus triples percentage. The players with good base on balls percentage also showed high batting average, isolated power and doubles plus triples percentage. The hitters with good isolated power also showed high batting average, base on balls percentage, and doubles plus triples percentage. The hitter with high triples percentage also showed high batting average and doubles plus triples percentage. The players with high doubles plus triples percentage showed higher performance in all other categories. The hitters with high performance in two categories were also good at other categories. The results of this study could provide a more objective prediction of aging effect in hitting performance in Nippon Professional Baseball. These information can be used in contract negotiations and served as the reference for the development of professional baseball in Taiwan. | |
| dc.description.tableofcontents | 目 次 第壹章 緒論…………………………………………………………1 第一節 研究背景與動機…………………………………………1 第二節 研究目的…………………………………………………3 第三節 研究對象與範圍…………………………………………3 第四節 本研究相關之棒球統計數據名詞解釋…………………4 第貳章 文獻回顧……………………………………………………12 第一節 日本職棒(NPB)歷史發展與演進過程………………12 第二節 棒球統計數據分析發展史與應用之介紹………………17 第三節 適合評估打者表現的方法之相關研究…………………24 第四節 打者生涯的成熟與衰退…………………………………33 第五節 球場因素(park factor)的影響………………………39 第六節 球員表現與合約相關性之研究…………………………44 第參章 研究方法……………………………………………………49 第肆章 結果與討論…………………………………………………53 第一節 結果………………………………………………………53 第二節 討論………………………………………………………61 第伍章 結論與建議…………………………………………………72 第一節 結論………………………………………………………72 第二節 建議………………………………………………………73 | |
| dc.format.extent | 5545938 bytes | |
| dc.format.mimetype | application/pdf | |
| dc.identifier.uri | https://ir.ntus.edu.tw/handle/987654321/71133 | |
| dc.language | zh-TW | |
| dc.publisher | 運動管理學系碩士班 | |
| dc.relation.isbasedon | 日本職棒促進會(2010) プロ野球平均年俸推移&各種年俸うンク【部落格文字資料】。取自:http://npb.club.tw/index.php 邱光宗(2005年4月11日)。「進階紀錄」名詞簡介【部落格文字資料】。取自:http://twbaseball.info/column.php?column_no=126 高正源(2004)。日本職棒發展史。臺北市:聯經。 陳冠良、張振崗(2007年12月)。台灣及美國職棒個人成績年度相關性研究(摘要)。全國體育運動學術團體聯合年會暨學術研討會口頭發表之論文,臺北市。 陳俊璋(2006)。中華職棒外籍球員來台前後成績之分析(碩士論文)。取自全國博碩士論文系統。(系統編號094NTCP5421001) 曾韋翔、張振崗(2007年12月)。美國職棒和中華職棒球隊得失分與投打數據之相關研究(摘要)。全國體育運動學術團體聯合年會暨學術研討會口頭發表之論文,臺北市。 曾韋翔(2008)。職棒球員生涯表現分析(未出版之碩士論文)。國立台灣體育大學,臺中市。 Albert, J. (2004). A batting average: Does it represent ability or luck?. Retrieved from http://bayes.bgsu.edu/papers/paper_bavg.pdf Albert, J., & Bennett, J. M. (2001). Curve ball: Baseball, statistics, and the role of chance in the game. New York, NY: Copernicus. Albert, J. & Stotz, J. M. (2002). Curve ball: Baseball, statistics, and the role of chance in the game: Measuring offensive performance. New York, NY: Copernicus. Berna Demiralp & Christopher Colburn & James V. Koch (2010). The effects of age, experience and managers upon baseball performance. Journal of Economics and Finance,JEL Classification J44. D23. dol: 10.1007/s12197-010-9141-z Bickel, J. E., & Stotz, D. (2003). Batting average by count and pitch type. The Baseball Research Journal, 31, 29-34. Bradbury, J. C. (2009). Peak athletic performance and ageing: Evidence from baseball. Journal of Sports Sciences, 27: 6, 599-610 Click, J. (2004). Statistical consistency, baseball prospectus basics, Retrieved from http://www.baseballprospectus.com/article.php?articleid Chimkin, Frank M. (2004). Another Look at Runs Created. The Baseball Research Journal, 32, 117-122. Cramer, D. (2003). Preventing base hits. Evidence that fielders are more important than pitchers. The Baseball Research Journal, 31, 88-92. ESPN. (2011). Park Factor【Description of from】. Retrieved from http://sports.espn.go.com/mlb/stats/parkfactor Furtado, J. (1999). Introducing XR. Retrieved from http://www.baseballthinkfactory.org/btf/scholars/furtado/articles/IntroducingXR.htm Hanraham, T. (2004). Highest future value. The Baseball Research Journal, 32, 74-76. Jahn K. Hakes and Raymond D. Sauer (2006). An Economic Evaluation of the Moneyball Hypothesis. Journal of Economic Perspectives, 20(3), 173−85. James, B. (1977). Baseball Abstract. New York, NY: Ballantine Books. James, B. (1986). Bill James historical baseball abstract. New York, NY: Villard. Johnson, G. (2006). Evaluation and Ranking of Minor-League Hitters Using a Statistical Model. Un published doctoraldissertation, Kansas State University, Manhattan, Kansas. Keri, Jonah (EDT), Click, James, Davenport, Clay & Demause, Neil. (2006) .Baseball between the numbers: Why everything you know about the game is wrong. New York, NY: Perseus Books Group. Lewis, M. (2004). Moneyball: The art of winning an unfair game. New York, NY: W. W. Norton. Maxcy, J., Fort, R., & Krautmann, A.(2002). The effectiveness of incentive mechanisms in Major League Baseball. Journal of Sports Economics, 3, 245-255. MLB (2011). Colorado.Rockies.Retrieved from http://colorado.rockies.mlb.com/index.jsp?c_id=col Nation, B. (2003). Rockies’ #634: park factors and OBP. Baseball Prospectus. Retrieved from http://www.baseballprospectus.com/article.php?articleid=2005 Perry, D. (2004). Integrating statistics and scouting, Baseball Prospectus Basics, Retrieved from http://www.baseballprospectus.com/article.php?articleid=2652 Perry, D. (2004). Measuring offense, Baseball Prospectus Basics, Retrieved from http://www.baseballprospectus.com/article.php?articleid=2562 Perry, D. (2005). Can of corn: putting the Park Back in park factors. Baseball Prospectus. Retrieved from http://www.baseballprospectus.com/article.php?articleid=4250 Pikul, J., & Mayo, H. (1999). Performance and eligibility for arbitration or free agency and salaries of professional Major League Baseball players, the 1994-1995 experience. Journal of Sport and Social Issues, 23, 353-361. Schell, M. J. (2005). Baseball’s all-time best sluggers. Princeton, N.J: Princeton University Press. Schwarz, A. (2004). The numbers game: Baseball's lifelong fascination with statistics. New York, NY: Thomas Dunne Books. Scully, Gerald W. (1974). Pay and performance in major league baseball. The American Economic Review, 64, 915-930. Schwarz, A. & Gammons, P (2005). The numbers game. New York, NY: T. Dunne Books. Schulz, R., Musa, D., Staszewski, J., & Siegler, R. (1994). The relationship between age and major league baseball performance: Implications for development. Psychology and Aging, 9, 274-286. Schulz, R., & Curnow, C. (1994). Peak performance and age among superathletes: track and field, swimming, baseball, tennis, and golf. Psychology and Aging, 9, 274-286. Spirtes, P., Scheines, R., Meek, C., Richardson, T., Glymour, C., Hoijtink, H. and Boomsma, A. (1996). Tetrad 3: Tools for Causal Modeling, Retrieved from http://www.phil.cmu.edu/tetrad/tet3/master.htm. Stimel, Derek S. (2011). Dependence relationships between on field performance, wins, and payroll in Major League Baseball, Journal of Quantitative Analysis in Sports: Vol. 7(2), Article 6. Silver, N. (2004).The science of forecasting, Baseball Prospectus Basics, Retrieved from http://www.baseballprospectus.com/article.php?articleid=2659 Wikipedia (2011).Runs created, Retrieved from http://en.wikipedia.org/wiki/Runs_created Woolner, K. (2000). Do they peak later,Catcher Career Paths, Retrieved from http://www.baseballprospectus.com/article.php?articleid=569 Woolner, K. (2003). A Big Change for OBP, Aim For The Head, Retrieved from http://www.baseballprospectus.com/article.php?articleid=1759 Zimbalist, A. (1994). Baseball and billions: Aprobing look inside the business of our national pastime (Updated ed.).New York, NY: Basic Books. | |
| dc.subject | 日本職棒;生涯表現;年齡;打擊率;四壞球保送率;純長打率;三壘安打率;二壘加三壘安打率 | |
| dc.subject | Nippon Professional Baseball;career performance;age;batting average;base on balls percentage;isolated power;triple percentage;double plus triples percentage | |
| dc.title | 日本職棒打者表現與年齡分析 | |
| dc.title | THE ANALYSIS OF PERFORMANCE AND AGE IN HITTERS IN NIPPON PROFESSIONAL BASEBALL | |
| dc.type | thesis | |
| dspace.entity.type | Publication |
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