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Matthew Katz, Bob Heere and E. Nicole Melton

larger one’s egocentric consumption network, the more likely he or she is to renew season tickets: H1a: Season-ticket holders with larger egocentric networks will be more likely to renew their season tickets. Beyond ego network size, the second category of analysis is ego network composition. Network