广州数据交易所：构建数据交易全链条服务体系 助推金融业高质量发展
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发展新兴数据产业，是发展新质生产力、塑造发展新动能新优势、促进数据要素价值释放的需要。在权属与安全的责任前提下，数据流通一般没有地域限制，数据价值的开发利用也是一种发散而连绵不绝的过程，价值链随着研发、运用的场景变化而不断延伸。数据产业的空间之所以大，也正是因为场景开发可以遍地开花，是一种想象力大爆发带来的数字生产力使然。而场景创新的主要目的，其实是把人、机器、产品、服务以及情感，进行跨领域、跨时空的聚集、融合，从而实现生产流程再造和产业形态重塑，推动资金、人才等传统要素和新兴数据要素价值跃升。
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为破解数据确权与流通的制度性瓶颈，亟需从机制设计层面探索创新路径。在此背景下，推进产权登记实践已成为探索数据确权、建立数据交易、权益分配和治理机制的重要突破口之一。当前，各地先后开展数据产权地方试点工作，为数字经济发展注入新活力，而广州数据交易所作为广东省数据产权登记试点工作首批试点登记机构，通过构建“评估—登记—入表—流通”的数据资产化全链条服务体系，为破解制度性瓶颈提供了实践样本，也为全国范围内数据基础制度建设积累了宝贵经验。
应用潜力指标反映了数据产品适应市场变化的能力以及未来发展空间，得分差异的主要原因是多数产品没有建立适应市场需求变化的灵活应对机制，以及公开交易量、搜索量等客观反馈数据差异。从应用潜力指标细分来看，广州数据交易所得分最高。
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在完成数据产权登记试点的基础上，广州数据交易所依托自身专业服务能力，助力央国企、民营企业规范开展数据资源入表工作，先后参与了多项数据资产化相关研究项目，并通过培训、完善数据资产登记交易机制等措施，深化市场对数据资源入表的理解，助力企业实现数据资源从“无形资产”到“合规资产”的转化，为数据要素市场化配置提供了可复制、可推广的实践经验。
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广州数据交易所副总经理沈海认为，数据交易所承担着包括数据合规交易保障者、数据资源整合者、数据流通与开发利用促进者、数据流通基础设施建设者、数据产业市场认知培育者在内的多重责任，要通过提供安全、高效、合规的数据交易平台，促进数据要素的流通和价值释放。
例如，在肇庆开新区开创性地推出“碳账户”数据产品，通过整合电源侧、电网侧、负荷侧、储能侧资源，动态采集碳排放总量，并全面记录企业在生产经营活动中的碳足迹，结合企业固定资产投资、企业研发经费支出、企业主要污染物排放量、企业用工人数四个维度的单位碳排放强度指标，赋予不同评分权重形成企业碳账户评价得分，辅助金融机构依据碳账户评级为企业靶向配套金融优惠政策，发放绿色金融信贷。
《报告》研究发现，政策因素仍是当前推动各数据交易机构快速发展的关键因素，侧面反映出数据要素市场供需两端未能有效衔接、金融市场尚未做足准备迎接数据时代、数据交易市场机制仍在摸索过河等问题。上述问题将促使我国新一步实现供需双方匹配衔接，不断完善、创新、优化交易机制流程，构建规范化、标准化、透明化的数据要素生态体系，推动我国数字经济持续发展。
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报告通过数据分析发现，数据产品的透明度对综合得分影响显著，尤其是与稳健系数与要素密集度指标之间均存在较为显著的相关性。不过，整体来看，目前数据产品交易市场透明度得分最低，主要原因是价格透明度得分拉低了平均水平，大部分产品没有公开具体的价格，也没有明确的计费标准，信息披露仍需要继续完善。从透明度指标细分来看，上海数据交易所得分最高。
报告建议，数据产品交易市场需要构建市场驱动的透明生态，建立统一规范的基本信息披露标准。各指标之间的相关性表明，在公开交易平台上，越是回归数据要素价值本义的产品，对包括价格在内的信息披露态度会越开放，也更容易寻找到可落地的应用场景和市场空间。在数据交易机构的进场监管下，数据产品均已经过严格的合规审核，进一步规范信息披露机制，有助于与潜在需方达成有效沟通，推动形成“越透明越增值”的正向循环。
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广州数据交易所副总经理沈海认为，数据交易所承担着包括数据合规交易保障者、数据资源整合者、数据流通与开发利用促进者、数据流通基础设施建设者、数据产业市场认知培育者在内的多重责任，要通过提供安全、高效、合规的数据交易平台，促进数据要素的流通和价值释放。
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