Mechanisms for Value Realization of Data Elements:Core Logic,Influencing Factors,and Implementation Strategies
In the current wave of digital transformation,data has emerged as a crucial and dynamic factor of production,playing an increasingly significant role in driving high-quality economic and social development.The comprehensive exploration and unlocking of the potential value of data elements have become a pivotal topic in both academia and industry.This study concentrates on three primary data categories:government data,enterprise data,and personal data.It begins by analyzing the internal mechanisms behind the value realization of these major data elements.Subsequently,from the perspective of data ecology,it systematically examines the com-mon and distinct factors that influence the value realization of these data types.Finally,the study employs the progressive theoretical model of"resourcization-assetization-capitalization"to detail the entire process by which data elements transition from initial resources to assets,ultimately achieving capitalization and value enhancement.Through a comprehensive review of the basic logic,influencing factors and implementation paths of data elements,this study aims to provide a theoretical basis and practical reference for the realiza-tion of the value of three types of data elements.
government dataenterprise datapersonal datadata elementsvalue of data elements