IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v227y2015i1p137-15910.1007-s10479-013-1309-4.html
   My bibliography  Save this article

Building a basketball game strategy through statistical analysis of data

Author

Listed:
  • Yiannis Nikolaidis

Abstract

Management practices may be based either on manager’s intuition or on analytical and objective reasoning. Sports and, particularly, basketball can be considered as an indicative field where these differences in decision-making can be met. This paper has been motivated by the statistical analysis that the author conducted in the past in order to support the management of a Greek basketball team and specifically the decision-making process of its coach regarding the team’s strategy during its games. The aim of the paper is on the one hand to present some indicative, simple ideas for the statistical analysis of basketball data, and on the other hand to show that any basketball team can improve significantly its decision-making process if it chooses to be statistically supported. Basketball data is numerous; consequently its elaboration can be extensive and fruitful. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Yiannis Nikolaidis, 2015. "Building a basketball game strategy through statistical analysis of data," Annals of Operations Research, Springer, vol. 227(1), pages 137-159, April.
    • Handle: RePEc:spr:annopr:v:227:y:2015:i:1:p:137-159:10.1007/s10479-013-1309-4
    DOI: 10.1007/s10479-013-1309-4
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10479-013-1309-4
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10479-013-1309-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kubatko Justin & Oliver Dean & Pelton Kevin & Rosenbaum Dan T, 2007. "A Starting Point for Analyzing Basketball Statistics," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 3(3), pages 1-24, July.
    2. Paul Kvam & Joel S. Sokol, 2006. "A logistic regression/Markov chain model for NCAA basketball," Naval Research Logistics (NRL), John Wiley & Sons, vol. 53(8), pages 788-803, December.
    3. James C. Bean & John R. Birge, 1980. "Reducing Travelling Costs and Player Fatigue in the National Basketball Association," Interfaces, INFORMS, vol. 10(3), pages 98-102, June.
    4. Nels Popp & David Pierce & Mary A. Hums, 2011. "A comparison of the college selection process for international and domestic student-athletes at NCAA Division I universities," Sport Management Review, Taylor & Francis Journals, vol. 14(2), pages 176-187, April.
    5. Alan L. Morse & Stephen L. Shapiro & Chad D. McEvoy & Daniel A. Rascher, 2008. "The Effects of Roster Turnover on Demand in the National Basketball Association," International Journal of Sport Finance, Fitness Information Technology, vol. 3(1), pages 8-18, February.
    6. David J. Berri, 1999. "Who is 'most valuable'? Measuring the player's production of wins in the National Basketball Association," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 20(8), pages 411-427.
    7. Zak, Thomas A & Huang, Cliff J & Siegfried, John J, 1979. "Production Efficiency: The Case of Professional Basketball," The Journal of Business, University of Chicago Press, vol. 52(3), pages 379-392, July.
    8. Calori, Roland & Steele, Murray & Yoneyama, Etsuo, 1995. "Management in Europe: Learning from different perspectives," European Management Journal, Elsevier, vol. 13(1), pages 58-66, March.
    9. Avijit Ghosh & Joel H. Steckel, 1993. "Roles in the NBA: There's Always Room for a Big Man, But His Role Has Changed," Interfaces, INFORMS, vol. 23(4), pages 43-55, August.
    10. Popp, Nels & Pierce, David & Hums, Mary A., 2011. "A comparison of the college selection process for international and domestic student-athletes at NCAA Division I universities," Sport Management Review, Elsevier, vol. 14(2), pages 176-187, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Štrumbelj, Erik & Vračar, Petar, 2012. "Simulating a basketball match with a homogeneous Markov model and forecasting the outcome," International Journal of Forecasting, Elsevier, vol. 28(2), pages 532-542.
    2. Fearnhead Paul & Taylor Benjamin Matthew, 2011. "On Estimating the Ability of NBA Players," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 7(3), pages 1-18, July.
    3. Jim Lackritz & Ira Horowitz, 2021. "The Value of Statistics Contributing to Scoring in the NBA: A Quantitative Approach," The American Economist, Sage Publications, vol. 66(2), pages 175-189, October.
    4. Kristina Gavin Bigsby & Jeffrey W. Ohlmann & Kang Zhao, 2017. "Online and Off the Field: Predicting School Choice in College Football Recruiting from Social Media Data," Decision Analysis, INFORMS, vol. 14(4), pages 261-273, December.
    5. Stekler, H.O. & Sendor, David & Verlander, Richard, 2010. "Issues in sports forecasting," International Journal of Forecasting, Elsevier, vol. 26(3), pages 606-621, July.
      • Herman O. Stekler & David Sendor & Richard Verlander, 2009. "Issues in Sports Forecasting," Working Papers 2009-002, The George Washington University, Department of Economics, H. O. Stekler Research Program on Forecasting.
    6. José M. Sánchez Santos & Pablo Castellanos García & Jesus A. Dopico Castro, 2006. "The production process in basketball: Empirical evidence from Spanish league," Working Papers 0611, International Association of Sports Economists;North American Association of Sports Economists.
    7. Philip X Fuchs & Mojca Doupona & Kinga Varga & Marta Bon & Cristina Cortis & Andrea Fusco & Loriana Castellani & Niko Niemisalo & Heikki Hannola & Patrice Giron & Jörg Förster & Laura Capranica & Herb, 2021. "Multi-national perceptions on challenges, opportunities, and support structures for Dual Career migrations in European student-athletes," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-18, June.
    8. Matt Ryan Huml & N David Pifer & Caitlin Towle & Cheryl R Rode, 2019. "If we build it, will they come? The effect of new athletic facilities on recruiting rankings for power five football and men's basketball programs," Journal of Marketing for Higher Education, Taylor & Francis Journals, vol. 29(1), pages 1-18, January.
    9. KimMarie McGoldrick & Lisa Voeks, 2005. "“We Got Game!â€," Journal of Sports Economics, , vol. 6(1), pages 5-23, February.
    10. John Robst & Jennifer VanGilder & Corinne E. Coates & David J. Berri, 2011. "Skin Tone and Wages: Evidence From NBA Free Agents," Journal of Sports Economics, , vol. 12(2), pages 143-156, April.
    11. Matthew J. Drake & Serhan Duran & Paul M. Griffin & Julie L. Swann, 2008. "Optimal timing of switches between product sales for sports and entertainment tickets," Naval Research Logistics (NRL), John Wiley & Sons, vol. 55(1), pages 59-75, February.
    12. Andrew W. Nutting, 2010. "Travel Costs in the NBA Production Function," Journal of Sports Economics, , vol. 11(5), pages 533-548, October.
    13. Young Hoon Lee & David Berri, 2008. "A Re‐Examination Of Production Functions And Efficiency Estimates For The National Basketball Association," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(1), pages 51-66, February.
    14. Nikolaos Stavropoulos & Alexandra Papadopoulou & Pavlos Kolias, 2021. "Evaluating the Efficiency of Off-Ball Screens in Elite Basketball Teams via Second-Order Markov Modelling," Mathematics, MDPI, vol. 9(16), pages 1-13, August.
    15. Boon L. Lee & Andrew C. Worthington, 2013. "A note on the ‘Linsanity’ of measuring the relative efficiency of National Basketball Association guards," Applied Economics, Taylor & Francis Journals, vol. 45(29), pages 4193-4202, October.
    16. Robert A. Baade & Victor A. Matheson, 2008. "Research Note: Assessing Household Service Losses with Joint Survival Probabilities," Journal of Forensic Economics, National Association of Forensic Economics, vol. 20(2), pages 187-192, October.
    17. Schmidt, Martin B., 2021. "Risk and uncertainty in team building: Evidence from a professional basketball market," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 735-753.
    18. Erin Lane & Juan Nagel & Janet S. Netz, 2014. "Alternative Approaches to Measuring MRP," Journal of Sports Economics, , vol. 15(3), pages 237-262, June.
    19. Joseph Price & Justin Wolfers, 2010. "Racial Discrimination Among NBA Referees," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1859-1887.
    20. Benjamin Leard & Joanne M. Doyle, 2011. "The Effect of Home Advantage, Momentum, and Fighting on Winning in the National Hockey League," Journal of Sports Economics, , vol. 12(5), pages 538-560, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:annopr:v:227:y:2015:i:1:p:137-159:10.1007/s10479-013-1309-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.