Under the background of mass entrepreneurship, academic entrepreneurship activities in universities are booming. DEA model is used to analyze the input-output data of academic entrepreneurship in colleges and universities in 2012 and 2016. According to the validity of the input-output data of academic entrepreneurship in different regions, the differences in efficiency between regions are compared and the reasons are analyzed. The research shows that the economic service function of colleges and universities to regional economic and social development is becoming increasingly prominent, resulting in a certain scale effect; the overall development of academic entrepreneurship efficiency, pure technical efficiency, and scale of colleges and universities in various regions is good, showing an upward trend; academic entrepreneurship activities of colleges and universities in different regions show different development trends. The scale efficiency of each region is at a higher level, but we should also actively pay attention to the utilization efficiency of academic entrepreneurship resources in colleges and universities, improve the allocation of resources, and prevent excessive investment in human and financial resources to produce redundancy, so as to achieve scale expansion while improving efficiency.

中文翻译：

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基于区块链的学术创业影响因素分析

在大规模创业的背景下，大学的学术创业活动蓬勃发展。利用DEA模型对2012年和2016年高校学术创业投入产出数据进行分析。根据不同地区学术创业投入产出数据的有效性，比较各地区效率之间的差异，得出区域内效率差异。原因进行了分析。研究表明，高校对区域经济社会发展的经济服务功能日益突出，产生了一定的规模效应。学术创业效率，纯技术效率，各地高校规模总体发展良好，呈现上升趋势。不同地区高校的学术创业活动呈现不同的发展趋势。每个地区的规模效率较高，但也要积极关注高校学术型创业资源的利用效率，改善资源配置，防止过多的人力，财力投资以产生冗余，以便在扩大规模的同时提高效率。