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Does Story Really Matter In The Movie Industry? : PreProduction Stage Predictive Models

Author

Listed:
  • Krishnan Jeesha

    (Indian Institute of Management Kozhikode)

  • Sumod S D

    (Indian Institute of Management Kozhikode)

  • Prashant Premkumar

    (Indian Institute of Management Kozhikode)

  • Shovan Chowdhury

    (Indian Institute of Management Kozhikode)

Abstract

The objective of the study is to develop a parsimonious model to predict the box office success of a Bollywood movie before its release based on historical data. A movie is considered successful if it is able to generate a ROI (return on investment) higher than the weighted average risk-free rate of return. The performance of a total of 447 movies over a 9 year period were examined. A set of variables that were identified as determinants of a movie’s box office success by previous literature were tested for their applicability in the Indian context. In addition, certain variables that were unique to the Indian movie industry were investigated for their influence on the box office success of movies. The results demonstrate that factors like budget, screen count, genre, and release period all have significant influence on the outcome of a movie at the ticket window. However, contrary to popular belief, the historical box office performance of the lead actor, director or music director, and retelling of an existing narrative in the form of a remake were not found to add footfalls during the release of the movie

Suggested Citation

  • Krishnan Jeesha & Sumod S D & Prashant Premkumar & Shovan Chowdhury, 2018. "Does Story Really Matter In The Movie Industry? : PreProduction Stage Predictive Models," Working papers 284, Indian Institute of Management Kozhikode.
    • Handle: RePEc:iik:wpaper:284
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    References listed on IDEAS

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    1. W. D. Walls & A. DeVany, "undated". "Big budgets, big openings, and legs: Analysis of the blockbuster strategy," Working Papers 2014-57, Department of Economics, University of Calgary, revised 23 Sep 2014.
    2. Jordi McKenzie & W. Walls, 2013. "Australian films at the Australian box office: performance, distribution, and subsidies," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 37(2), pages 247-269, May.
    3. Stephanie Brewer & Jason Kelley & James Jozefowicz, 2009. "A blueprint for success in the US film industry," Applied Economics, Taylor & Francis Journals, vol. 41(5), pages 589-606.
    4. Caroline Elliott & Rob Simmons, 2008. "Determinants of UK Box Office Success: The Impact of Quality Signals," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 33(2), pages 93-111, September.
    5. De Vany, A. & Walls, W.D., 1999. ""Uncertainty in the Movies: Does Star Power Reduce the Terror of the Box Office?"," Papers 98-99-10, California Irvine - School of Social Sciences.
    6. Björn Bohnenkamp & Ann-Kristin Knapp & Thorsten Hennig-Thurau & Ricarda Schauerte, 2015. "When does it make sense to do it again? An empirical investigation of contingency factors of movie remakes," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 39(1), pages 15-41, February.
    7. Eva Deuchert & Kossi Adjamah & Florian Pauly, 2005. "For Oscar Glory Or Oscar Money?," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 29(3), pages 159-176, August.
    8. M. Bagella & L. Becchetti, 1999. "The Determinants of Motion Picture Box Office Performance: Evidence from Movies Produced in Italy," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 23(4), pages 237-256, November.
    9. Arthur De Vany & W. Walls, 1999. "Uncertainty in the Movie Industry: Does Star Power Reduce the Terror of the Box Office?," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 23(4), pages 285-318, November.
    10. Jehoshua Eliashberg & Mohanbir S. Sawhney, 1994. "Modeling Goes to Hollywood: Predicting Individual Differences in Movie Enjoyment," Management Science, INFORMS, vol. 40(9), pages 1151-1173, September.
    11. Mohanbir S. Sawhney & Jehoshua Eliashberg, 1996. "A Parsimonious Model for Forecasting Gross Box-Office Revenues of Motion Pictures," Marketing Science, INFORMS, vol. 15(2), pages 113-131.
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