Data was compiled from several sources, including the European Club Association’s “Study on the Transfer System in Europe”, the Union of European Football Associations' “European Club Licensing Benchmark Report”, as well as data from www.transfermarkt.de (an online website that posts changes in a player’s market value on a weekly basis as well as transfer fees paid for players) and several other sources that publish data relevant to the determination of a player’s market value and marginal revenue product. In 2016 the “net transfer” (transfer expenditures – transfer income for the 18 Bundesliga clubs) was 48.26 million euros.
Comparing the transfer money paid for players that were bought by the clubs at the beginning of the 2016/17 season with the estimated market value of the players at the end of the season, and also taking into account the club’s success in the league as well as various other competitions they participated in (German Cup, Union of European Football Associations Champions League) allows us to determine how successful a particular club was in the transfer market that proceeded the season. In particular we calculate both the marginal cost and the marginal revenue product for individual players as well as for each of the 18 Bundesliga clubs. Comparing the two allows us to evaluate how successful a club was in the transfer market.