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Productivity as a result of individual developers' contributions is an important aspect for software companies to maintain their competitiveness in the market. However, there is no consensus in the literature on how to measure productivity or developer contribution. While some repository mining-based metrics have been proposed, they lack validation in terms of their applicability and usefulness from the individuals who will use them to assess developer contribution: team and project leaders. Indoi:10.1109/icsm.2015.7332509 dblp:conf/icsm/LimaTFK15 fatcat:fffjgnlypzgddl4l6zsp2wcsgu