近年来，广东省“金科产”融合发展取得了较好成效，但在金融资源配置结构、使用效率以及规模效益等方面还存在问题。运用DEA方法构建多个模型进行比较分析，整体表明“金科产”融合发展的金融资本支持效率受到经济环境、金融资本形态、技术创新阶段等因素的影响，并呈现不同程度的问题。因此，深化金融领域供给侧，进一步推进“金科产”融合发展，关注金融资本总量供给的同时，更应当关注不同金融资本形态在技术创新阶段各环节配置结构的优化、使用效率的提升以及规模的合理性。

In recent years, the integrated development of “Finance-Technology-Industry” in Guangdong province has achieved good results, but there are still problems in financial resource allocation structure, efficiency and scale efficiency. Makes an empirical analysis using DEA method, the whole show integrated development efficiency is the economic environment, technological innovation, financial capital form phase, the influence of such factors as and the present different problems. Therefore, deepen the supply side; to further promote the integrated development of “Finance-Technology-Industry”, focus on financial capital total supply at the same time, more should focus on different forms of financial capital in technology innovation phase configuration of the structure of the optimization, to promote the efficiency of use, and the rationality of the scale.

国家自然科学基金项目“新型研发机构的形成机理、治理机制和政策研究：创新价值链视角”（71673062）；广东省软科学研究计划项目“广东省‘金科产 ’融合创新网络的协同演化与治理研究”（2015A070704064）；广东省高等学校优秀青年教师培养计划项目“商业生态系统构建、运行及治理研究——基于广东省‘金科产’融合的实践与创新（YQ2015169）；国家社会科学基金重点项目“供给侧改革背景下中国先进制造业集聚区全球影响力培育路径研究”（批准号15AZD073）。