從過去到現在動作片一直是好萊塢電影產業熱門的片種之一，也不斷著刷新戲院 票房收入的歷史佳績，隨著近十幾年來科技不斷的進步，特效也越做越真實，觀眾 也越來越喜愛逼真的動作場景以及精彩的聲光特效，因此觀眾也更有意願買票進 戲院消遣放鬆，也促進票房收益的增長，然而票房收益的果實需要靠完整緊密的電 影產業鏈來完成，在生產者這端，需要專業的水平分工以及垂直下放，並且透過宣 傳造勢活動以及部門間互相協調統整來推動整個電影產業鏈。但是在消費者這端， 伴隨著行動網路的普及以及新網路時代的來臨，社群媒體快速竄起並且引領著時 下潮流，其中，越來越多網友會觀看專業的電影評論家以及其他網友在知名電影評 論平台給的評分以及觀賞心得，所以口碑效果的傳遞是否會影響觀眾進戲院支持 電影是個值得探討的重點。 因此本研究收集近十年的好萊塢動作片中每年前二十大動作片票房、資金、卡司陣 容、MPAA評級、上映院數、上映天數以及美國知名電影評分網站的評分以及評論 資料並透過最小平方法迴歸來分析影響票房有哪些可能因素。另外，透過續集以及 非續集類別動作片的分類，分別使用迴歸來探究不同型態的的動作片票房分別對 哪些可能因素產生偏好影響。期望可以幫助製片商在製作動作片前，可以將這些策 略因素分析納入拍攝考量。 研究結果顯示，續集相較於非續集電影有助於票房收益更加的成長，另外口碑效果 對票房對票房收益有顯著正向關係，由此可見，網路聲量對票房至關重要，而資金 和卡司指數對票房收益沒有顯著影響。希冀本研究的實證結果可以有助於電影產 業鏈來達到有效的資源配置，並且能讓該產業的經營持續蓬勃發展。

From the past to the present, action movies have been one of the hottest film genres in the Hollywood film industry, and their box office revenue continue to hit new high. With the advancement of technology in the past ten years, people love for realistic action scenes and wonderful special effects, so audiences are willing to buy tickets into the theater to relax, which also increase the box office revenue. However, good box office revenue requires a complete film industry chain to shoot good works. On the producer side, professional horizontal division of labor and vertical decentralization are required, and the entire film industry chain is promoted through inter-departmental coordination and integration. But on the consumer side, with the convenience of mobile networks, social media has rapidly grown up and lead the current trend. Most netizens watch professional movie critics and audience comments on famous movie platforms. Therefore, whether the transmission of word-of-mouth effects will affect the audience go to the theater to support the movie is an issue that needs to be discussed.
This research collects the box office, funding, cast , MPAA, number of theaters, number of days in theaters, and ratings and reviews of well-known film rating websites in the United States of Hollywood's top 20 action films in the past ten years, then returns them through the ordinary least square. Analyze the possible factors affect the box office. In addition, through the classification of sequel and non-sequel action movies, regression is used to explore the possible factors that different types of action movies have preference influence on the box office. The results show that shooting a sequel movie helps to increase the box office revenue. In addition, the ratings of the audience or the film review and the number of comments have a positive correlation with the box office. It can be seen that the volume of online voice is very important to the box office. Others such as The fund and cast index have no significant impact on box office returns.

參考文獻
李達義 (2000)。 好萊塢電影夢工場。揚智文化事業股份有限公司。
李怡靜 (2007)。 電影發行者的時間決策分析。 臺灣大學經濟學研究所學位論文, 台北市。
李天鐸 (2011)。 文化創意產業讀本: 創意管理與文化經濟。 遠流出版社。
吳坤宗 (2010)。 影評對電影續集票房影響之研究-以美國電影為研究對象。 國立暨南國際大學高階經營管理碩士學位學程學位論文, 南投市。
高立翰, 沈大白、鄭惠如 (2013)。 台灣電影票房績效模型影響因素之研究。 東吳經濟商學學報, 82, 59-92。
孫蓉萍 (2011)。 總體經濟對美國好萊塢票房的影響。世新大學財務金融學研究所碩士論文, 台北市。
曾羨書 (2007)。 美國電影票房績效研究: 從口碑, 影評, 卡司與電影類型角度觀之。臺灣大學國際企業學研究所學位論文, 台北市。
曾郁茹 (2008)。 口碑效果之異質性分析-以美國電影為例。 臺灣大學國際企業學研究所學位論文, 台北市。
顏志龍 (2007)。 美國電影在台灣。 臺灣大學經濟學研究所學位論文, 台北市。
溫福星, 邱皓政 (2009)。 組織研究中的多層次調節式中介效果: 以組織創新氣氛, 組織承諾與工作滿意的實證研究為例。 管理學報, 26(2), 189-211。
Arndt, J. (1967). Role of product-related conversations in the diffusion of a new product. Journal of marketing Research, 4(3), 291-295.
Austin, B. A. (1980). The influence of the MPAA's film-rating system on motion picture attendance: A pilot study. The Journal of Psychology, 106(1), 91-99.
Alvarez, M. J. (1994). Big Names Look For Bright Lights in Videoland. Chicago Tribune, 30.
Bansal, H. S., & Voyer, P. A. (2000). Word-of-mouth processes within a services purchase decision context. Journal of service research, 3(2), 166-177.
Barranco, R. E., Rader, N. E., & Smith, A. (2017). Violence at the box office: Considering ratings, ticket sales, and content of movies. Communication Research, 44(1), 77-95.
Basuroy, S., Chatterjee, S., & Ravid, S. A. (2003). How critical are critical reviews? The box office effects of film critics, star power, and budgets. Journal of marketing, 67(4), 103-117.
Basuroy, S., & Chatterjee, S. (2008). Fast and frequent: Investigating box office revenues of motion picture sequels. Journal of Business Research, 61(7), 798-803.
Brewer, S. M., Kelley, J. M., & Jozefowicz, J. J. (2009). A blueprint for success in the US film industry. Applied Economics, 41(5), 589-606.
Chang, B.-H. and E.-J. J. J. o. M. E. Ki (2005). Devising a practical model for predicting theatrical movie success: Focusing on the experience good property. Journal of Media Economics, 18(4), 247-269.
De Vany, A., & Walls, W. D. (1999). Uncertainty in the movie industry: Does star power reduce the terror of the box office?. Journal of cultural economics, 23(4), 285-318.
De Zoysa, R., & Newman, O. (2002). Globalization, soft power and the challenge of Hollywood. Contemporary politics, 8(3), 185-202.
Einav, L. (2007). Seasonality in the US motion picture industry. The Rand journal of economics, 38(1), 127-145.
Fu, P., & Desser, D. (Eds.). (2002). The cinema of Hong Kong: History, arts, identity. Cambridge University Press.
Hunter III, S. D., Smith, S., & Singh, S. (2016). Predicting box office from the screenplay: A text analytical approach. Journal of Screenwriting, 7(2), 135-154.
Jayakar, K. P., & Waterman, D. (2000). The economics of American theatrical movie exports: An empirical analysis. The journal of media economics, 13(3), 153-169.
Kessler, J. A. (1999). The North American Free Trade Agreement, emerging apparel production networks and industrial upgrading: the Southern California/Mexico connection. Review of International Political Economy, 6(4), 565-608.
Liu, T., Ding, X., Chen, Y., Chen, H., & Guo, M. (2016). Predicting movie box-office revenues by exploiting large-scale social media content. Multimedia Tools and Applications, 75(3), 1509-1528.
Leone, R., & Houle, N. (2006). 21st century ratings creep: PG-13 and R. Communication Research Reports, 23(1), 53-61.
Litman, B. R. (1983). Predicting success of theatrical movies: An empirical study. Journal of popular culture, 16(4), 159.
Miller, D., & Shamsie, J. (1996). The resource-based view of the firm in two environments: The Hollywood film studios from 1936 to 1965. Academy of management journal, 39(3), 519-543.
Ma, J., Huang, D., Markovitch, D. G., & Ratchford, B. (2018). High or low season? Contrasting launch timing considerations for big-budget and low-budget entertainment products. European Journal of Marketing.
Panaligan, R., & Chen, A. (2013). Quantifying movie magic with google search. Google Whitepaper—Industry Perspectives+ User Insights.
Peng, F., Kang, L., Anwar, S., & Li, X. (2019). Star power and box office revenues: evidence from China. Journal of Cultural Economics, 43(2), 247-278.
Ravid, S. A. (1999). Information, blockbusters, and stars: A study of the film industry. The Journal of Business, 72(4), 463-492.
Richins, M. L., & Root-Shaffer, T. (1988). The role of evolvement and opinion leadership in consumer word-of-mouth: An implicit model made explicit. ACR North American Advances.
Sawhney, M. S., & Eliashberg, J. (1996). A parsimonious model for forecasting gross box-office revenues of motion pictures. Marketing Science, 15(2), 113-131.
Sharda, R., & Delen, D. (2006). Predicting box-office success of motion pictures with neural networks. Expert Systems with Applications, 30(2), 243-254.
Simonoff, J. S., & Sparrow, I. R. (2000). Predicting movie grosses: Winners and losers, blockbusters and sleepers. Chance, 13(3), 15-24.
Terry, N., Butler, M., & De’Armond, D. A. (2011). The determinants of domestic box office performance in the motion picture industry. Southwestern Economic Review, 32, 137-148.
Valicha, K. (1999). The moving image: A study of Indian cinema. Orient Blackswan.
Wang, Q. (2010). Box office drivers of motion picture sequels (Doctoral dissertation), Concordia University, Montreal.
Wang, X. (2011). Technological advance and international movie genre production. In The 2011 Maui International Academic Conference (pp. 3-5).

網路文獻
Anders, C. J. (2012, September 4). What's the next technology that will change the way you watch . movies.io9. Retrieved from https://gizmodo.com/whats-the-next-technology-that-will-change-the-way-you-5940385
Broeske, P. H. (1993, January 10). FILM; Wanted: New Action Stars. The New York Times. Retrieved from https://www.nytimes.com/1993/01/10/movies/film-wanted-new-action-stars.html
Frater, P. (2017, June 22). Hollywood blockbusters drive china’s box office as local fare stumbles. Variety. Retrieved from https://variety.com/2017/film/news/hollywood-blockbusters-china-box-office-1202473286/
Greydanus, S. D. (2017, September 6). Die hard. Decent Films. Retrieved from http://www.decentfilms.com/reviews/diehard
Robbins, S. (2013, February 4). Why Action Franchises Really Do Die Hard. Box office : The Business of the Movies. Retrieved from https://web.archive.org/web/20130508062414/http://www.boxoffice.com/articles/2013-02-number-crunch-the-fiscal-opportunity-beyond-trilogies
Rainer, P. (1993, June 27). The American action-fantas epic is in danger of becoming terminally musclebound and knuckle-headed. The Los Angeles Times. Retrieved from http://articles.latimes.com/1993-06-27/entertainment/ca-7586_1_action-hero
Sager, D. (2013, May 9). What The Film!? - RAIDERS OF THE LOST ARK. Under The Gun Review. Retrieved from https://web.archive.org/web/20130609055024/http://www.underthegunreview.net/2012/09/03/what-the-film-raiders-of-the-lost-ark/
Shone, Tom (2013, July 19 ). How Die Hard set the stage for 25 years of action films. Guardian. Retrieved from https://www.theguardian.com/film/filmblog/2013/jul/19/die-hard-25th-anniversary-action-film
Statistic (2020, May) Most popular movie genres in North America by box office market share from 2010 to 2019.Retrieved from https://www.statista.com/statistics/271856/global-box-office-revenue/
Scott, M. (2020, October 7). Every Marvel And DC Comics Superhero Movie Arriving Between 2020 And 2023. The Forbes. Retrieved from https://www.forbes.com/sites/scottmendelson/2020/10/07/every-marvel-and-dc-comics-superhero-movie-opening-between-2020-and-2023/?sh=3d5abf717680
Tyler, C. (2017, June 6). The top 20 best action movies of the 1990s. The Young Folks. Retrieved from https://www.theyoungfolks.com/review/104222/lights-camera-90s-action-the-top-20-best-action-movies-of-the-1990s/
Thrift, M. (2020, April 9). Ten great spy films. BFI. Retrieved from https://www.bfi.org.uk/lists/10-great-spy-films
Volodzko, D. (2015, June 13). 30 years later, this chinese film still echoes in hollywood. The Diplomat. Retrieved from https://thediplomat.com/2015/06/30-years-later-this-chinese-film-still-echoes-in-hollywood/
Webster, A. (2013, January 18). Action Star With Savoir-Faire and a Killer Kick. New York Times. Retrieved from https://www.nytimes.com/2013/01/20/movies/jason-statham-action-star-with-savoir-faire-and-a-killer-kick.html
Winfrey, G. (2017,May 2). How Akira Kurosawa's masterpiece continues to influence filmmakers today — Watch. Indie Wire. Retrieved from https://www.indiewire.com/2017/05/seven-samurai-akira-kurosawa-masterpiece-influence-filmmakers-mad-max-fury-road-1201811690/