释放数据要素价值是推动数字经济高质量发展的关键。通过系统性文献回顾，可以识别当前研究进展与薄弱环节，为未来研究提供参考。文章基于扎根理论，运用内容分析法发现：当前我国数据要素价值研究展现出形成机理、影响因素与实现路径3大主题。在形成机理方面，重在解构数据要素价值类型与演进过程；影响因素研究着重考虑数据要素主体、客体与环境3个维度。因此，强化数据要素主体能力、重视数据要素资源建设以及规范数据要素流通环境3种路径形塑了数据要素价值研究的策论图景。未来需要开展数据要素价值类型学研究、深化数据要素价值演进研究、规范数据要素价值影响因素研究以及拓展数据要素价值实现路径研究。

The release of data factor value is the key to the high-quality development of the digital economy. A systematic literature review can identify the progress and weaknesses, and provides references for future study. Based on the grounded theory, the content analysis shows literature related to data factor value three topics: formation mechanism, influencing factors and implementation path. In terms of formation mechanism, the previous study deconstructs the value type and evolution process of data factor. The study of influencing factors considers three dimensions of data factor: subject, object and environment. Therefore, strengthening the capacity of data factor subject, attaching importance to the construction of data factor resources and regulating the data factor circulation environment forms research landscape on implementation path of data factor value. In the future, it is necessary to carry out the research of data factor value typology, deepen the research of data factor value evolution, standardize the research of data factor value influencing factors and expand research on the implementation path of data factor value.