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Volume 58 Issue 7
July 2026
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Citation: RAN Gaoran. The Evolution and Game of Property Systems——On the Paradigm Choice for Data Property[J]. Academic Monthly, 2026, 58(7): 117-128. shu

The Evolution and Game of Property Systems——On the Paradigm Choice for Data Property

  • At its core, a property system constitutes an institutional arrangement achieved through game equilibrium to address resource governance needs within specific societal contexts. Its evolution is shaped by dual game mechanisms:externally, through interactions with the institutional environment manifested as technological innovations, shifting economic conditions, and evolving resource values-factors that propel the expansion of property objects from tangible to intangible forms; internally, through the dynamic equilibrium among the triadic elements of 'subject (quantity)- object (characteristics)-rights (strategies)' within the property structure. Confronting the challenges of data propertization, traditional physicalist and absolutist paradigms reveal fundamental limitations. As a form of property, data is characterized by uncertainties, including non-rivalry, fluidity, and scale-dependency, while its propertization involves collective participation of multiple stakeholders in value creation. Consequently, a governance paradigm should be adopted for data propertization:replacing the single-owner model with stakeholder collaboration, substituting exclusive entitlements for dynamic use-right configurations, and establishing an open, flexible property governance system responsive to changes in data morphology, scale, and scarcity. Maximizing data value necessitates implementing trusted circulation mechanisms.
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      XIONG Changkun ,  ZHANG Ziyuan . Multi-party Game and Informal Governance in Central-Local Fiscal Relations——Focusing on the Yinhao Reform of Guangdong Salt Tax in the Early Republic of China. Academic Monthly, 2026, 58(5): 198-210.

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      HE Jun . Confucius's Paradigm Shaping of Chinese Philosophy. Academic Monthly, 2026, 58(8): 56-69.

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      LI Ting . From The Reproductive Institution to the Fertility Transition in Contemporary China. Academic Monthly, 2026, 58(7): 143-156.

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      XIN Fangkun . Agile Governance for Grassroots Cross-boundary Challenges. Academic Monthly, 2026, 58(3): 91-101.

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      SUO Liming ,  WEI He'ning . Platform Transition: The Re-Evolution of Network Governance Model. Academic Monthly, 2026, 58(7): 90-103.

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      XU Yong . Community Consolidation through Institutions: An Analysis of the Micro-institutions of Small-Scale Groups. Academic Monthly, 2026, 58(3): 77-90.

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      XIE Yue . How State Capacity Is Generated in Practice——A Dynamic Equilibrium Model of Governance. Academic Monthly, 2026, 58(8): 106-117.

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      ZHANG Jun ,  FANG Hongsheng . Intergovernmental Fiscal Relations and Economic Growth. Academic Monthly, 2026, 58(8): 70-90.

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      DING Huiping . Invisible Governance and the Rebuilding of Local Social Order: A Historical Sociology Analysis of Qi Biaojia's Famine Relief Action in Late Ming Dynasty. Academic Monthly, 2026, 58(3): 143-154.

    11. [11]

      ZHAO Lin ,  ZHANG Boyu ,  LIANG Hua . The Relationship Between Monopoly and Innovation in Information Product Markets——A Growth Network Perspective. Academic Monthly, 2026, 58(7): 64-76.

    12. [12]

      LIU Fengjie . “The Flower's Color Become Lucid Immediately”——The Aesthetic Implications and Modern Reverberations of Wang Yangming's “Mind-Thing Relationship”. Academic Monthly, 2026, 58(1): 180-193.

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        The Evolution and Game of Property Systems——On the Paradigm Choice for Data Property

        Abstract: At its core, a property system constitutes an institutional arrangement achieved through game equilibrium to address resource governance needs within specific societal contexts. Its evolution is shaped by dual game mechanisms:externally, through interactions with the institutional environment manifested as technological innovations, shifting economic conditions, and evolving resource values-factors that propel the expansion of property objects from tangible to intangible forms; internally, through the dynamic equilibrium among the triadic elements of 'subject (quantity)- object (characteristics)-rights (strategies)' within the property structure. Confronting the challenges of data propertization, traditional physicalist and absolutist paradigms reveal fundamental limitations. As a form of property, data is characterized by uncertainties, including non-rivalry, fluidity, and scale-dependency, while its propertization involves collective participation of multiple stakeholders in value creation. Consequently, a governance paradigm should be adopted for data propertization:replacing the single-owner model with stakeholder collaboration, substituting exclusive entitlements for dynamic use-right configurations, and establishing an open, flexible property governance system responsive to changes in data morphology, scale, and scarcity. Maximizing data value necessitates implementing trusted circulation mechanisms.

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