Bite Off What You Can Chew? Knowledge Acquisition Strategy and the Evolution of Absorptive Capacity

Wendy Ham
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Abstract

I present a computational study to examine a common assumption in organizational learning, that an exploitative knowledge acquisition strategy will accumulate less diverse knowledge than an explorative strategy. I show that this is not always the case: When taking into account factors that influence the ease of knowledge acquisition, such as sensitivity of absorptive capacity to knowledge distance, requirement for repeated engagements with particular knowledge, and depreciation of knowledge due to forgetting, sometimes an exploitative strategy can outperform an explorative strategy both in terms of acquisition success rate and diversity of the resulting knowledge stock.
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咬掉你能嚼的东西?知识获取策略与吸收能力演化
我提出了一项计算研究来检验组织学习中的一个常见假设,即利用性知识获取策略将比探索性策略积累较少的多样化知识。我表明,情况并非总是如此:当考虑到影响知识获取难易程度的因素时,例如吸收能力对知识距离的敏感性,对特定知识的重复接触的要求,以及由于遗忘而导致的知识贬值,有时利用策略在获取成功率和由此产生的知识储备的多样性方面都优于探索策略。
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