关键词: 企业数字化转型, 统计测度, 成熟度模型, 文本分析, 数字化无形资产

Abstract: Digital transformation is an important driver of the digital economy, and a road that enterprises must take to achieve the goal of “improving quality, reducing cost and increasing efficiency” and to discover and create new value. Statistical measurements with high quality are the basis for studying the role of digital transformation. At present, the academic community and the industry have formed three main technical routes on this issue, i.e. maturity model, text analysis, and the proportion of digital intangible assets. Government departments have also made contributions to the construction of indicator systems. This paper first introduces the concepts and attributes of digital transformation, then systematically summarizes the three technical routes of statistical measurement, evaluates their respective strengths and weaknesses from the perspectives of measurement framework and data sources, selects the preferred route, and finally proposes subsequent improvement ideas to the academic community, the industry, and official statistical departments. This paper attempts to make theoretical contributions in improving the quality of the statistical measurement of enterprise digital transformation, with a view to providing support for subsequent research on enterprise digital transformation.

Key words: Enterprise Digital Transformation, Statistical Measurement, Maturity Model, Text Analysis, Digital Intangible Assets