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The Zero-Inflated ordered probit approach to modelling sports participation
Authors:Paul Downward  Fernando Lera-Lopez  Simona Rasciute
Institution:aInstitute of Sport and Leisure Policy, School of Sport and Exercise Sciences, Loughborough University, UK;bDepartment of Economics, Public University of Navarra, Campus Arrosadía s/n 31006, Pamplona, Spain;cDivision of Economics, School of Business and Economics, Loughborough University, UK
Abstract:This paper investigates the determinants of the frequency and the probability of sports participation in Spain by applying the Zero-Inflated Ordered Probit (ZIOP) model. The ZIOP model allows to account for excessive zero observations and differentiate between genuine ‘non-participants’ and individuals who did not participate at a time but would do so if the circumstances were different. The results show that the decision to participate in sports or not and the frequency of sports participation are driven by different factors.
Keywords:JEL classification: C25  C35  D12  D19
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