Overall our model explains 80 percent of the variation in attendance at minor league baseball games for 27 teams over the 1973-77 seasons. This is a remarkable proportion of the variance to be explained by a pooled cross-section-time-series model with 86 observations. Demmert's model explained 58 percent of the variation in per capita attendance in major league baseball over the 1951-69 period. Noll's model explained 69 percent of the variation in absolute attendance at major league baseball games during 1970-71. The F-ratio indicates that our overall model is statistically significant.

Our empirical estimation of the demand for minor league baseball attendance supports the general hypotheses one derives from the theory of consumer demand. As expected, the quantity demanded is negatively related to price; the elasticity of demand is less than one. Per capita income has little effect on attendance, but the quality and excitement of play seem to be important to fans. Surprisingly, winning has no effect on attendance. Promotional efforts appear to be effective in generating attendance, but paid advertising seems to be wholly ineffective.

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