When firms tap external knowledge sources, they risk spillovers of their own internal knowledge. If the value of this potential loss and the imitation capabilities of neighboring organizations are high, fear of imitation might overshadow the benefits of openness. In such situations, firms might voluntarily reduce their use of external sources, relative to knowledge available internally. Data pe…