Olympic medals and demo-economic factors: Novel predictors, the ex-host effect, the exact role of team size, and the “population-GDP” model revisited
The present study revisited the problem of estimating Olympic success by critical demo-economic indicators. The sample consisted of the 75 winner countries at the Athens 2004 Olympic Games (not previously analyzed). Medal totals were log-linearly regressed on land, population, GDP, urban population, inflation, growth rate, unemployment, labor force, health expenditures, ex-host, and team size. Multiple regression assumptions were tested with proper diagnostics including collinearity. Olympic team size was the best single predictors of Olympic medals (R2=0.690, p<0.001), and as an alternative criterion variable was significantly regressed on population, growth rate, health expenditure, and unemployment (R2=0.563, p<0.001). Medal totals were significantly regressed on population, ex-host, health expenditure, growth rate, and unemployment (R2=0.541, p<0.001). The classical population-GDP model extracted only 28% of the variance in total medals (R2=0.277, p<0.001), and this was slightly improved when combined with unemployment (R2=0.365, p<0.001). It appears that the size of the Olympic team plays the role of transmitting the composite impact of a country's size and economy to the end-phase of Olympic success. Winning Olympic medals depends on the combined potential of population, wealth, growth rate, unemployment, ex-host, and social-sport expenditures. Larger and wealthier countries win more medals by “producing” larger Olympic teams as a result of possessing more athletic talents and better support for social and sport related activities.
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Volume (Year): 15 (2012)
Issue (Month): 2 ()
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- Imad A. Moosa & Lee Smith, 2004. "Economic Development Indicators as Determinants of Medal Winning at the Sydney Olympics: An Extreme Bounds Analysis," Australian Economic Papers, Wiley Blackwell, vol. 43(3), pages 288-301, 09.
- Barro, R.J., 1989.
"Economic Growth In A Cross Section Of Countries,"
RCER Working Papers
201, University of Rochester - Center for Economic Research (RCER).
- Frank Butter & Casper Tak, 1995. "Olympic medals as an indicator of social welfare," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 35(1), pages 27-37, May.
- Robert Pollin & Andong Zhu, 2006. "Inflation and economic growth: a cross-country nonlinear analysis," Journal of Post Keynesian Economics, M.E. Sharpe, Inc., vol. 28(4), pages 593-614, July.
- W. Robert & J. Alexander, 1997. "Inflation and economic growth: evidence from a growth equation," Applied Economics, Taylor & Francis Journals, vol. 29(2), pages 233-238.
- Stefan Szymanski, 2000. "The Market for Olympic Gold Medals," World Economics, World Economics, Economic & Financial Publishing, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 1(4), pages 207-214, October.
- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2003.
"Leading Indicators for Euro Area Inflation and GDP Growth,"
CEPR Discussion Papers
3893, C.E.P.R. Discussion Papers.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2005. "Leading Indicators for Euro-area Inflation and GDP Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 785-813, December.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2003. "Leading Indicators for Euro-area Inflation and GDP Growth," Working Papers 235, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Evan Osborne, 2006. "The Sources Of Growth At Different Stages Of Development," Contemporary Economic Policy, Western Economic Association International, vol. 24(4), pages 536-547, October.
- Shughart, William F, II & Tollison, Robert D, 1993. "Going for the Gold: Property Rights and Athletic Effort in Transitional Economies," Kyklos, Wiley Blackwell, vol. 46(2), pages 263-272.
- Daniel K. N. Johnson & Ayfer Ali, 2004. "A Tale of Two Seasons: Participation and Medal Counts at the Summer and Winter Olympic Games," Social Science Quarterly, Southwestern Social Science Association, vol. 85(4), pages 974-993.
- Mark Baimbridge, 1998. "Outcome uncertainty in sporting competition: the Olympic Games 1896-1996," Applied Economics Letters, Taylor & Francis Journals, vol. 5(3), pages 161-164.
- Andrew B. Bernard & Meghan R. Busse, 2004. "Who Wins the Olympic Games: Economic Resources and Medal Totals," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 413-417, February.
- Hon-Kwong Lui & Wing Suen, 2008. "Men, Money, And Medals: An Econometric Analysis Of The Olympic Games," Pacific Economic Review, Wiley Blackwell, vol. 13(1), pages 1-16, 02.
- Joachim H. Spangenberg, 2004. "Reconciling sustainability and growth: criteria, indicators, policies," Sustainable Development, John Wiley & Sons, Ltd., vol. 12(2), pages 74-86.
- Sandeep Gupta & Paul Sommers, 1999. "A simple cross-section model of economic growth stands the test of time," Applied Economics Letters, Taylor & Francis Journals, vol. 6(9), pages 601-603.
- Grier, Kevin B. & Tullock, Gordon, 1989. "An empirical analysis of cross-national economic growth, 1951-1980," Journal of Monetary Economics, Elsevier, vol. 24(2), pages 259-276, September.
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