

 
	World Regional Studies ›› 2025, Vol. 34 ›› Issue (8): 183-196.DOI: 10.3969/j.issn.1004-9479.2025.08.20240726
					
                            Qin LIU1( ), Chenghao LIU2, Guanghui WANG3(
), Chenghao LIU2, Guanghui WANG3( )
)
						  
						
						
						
					
				
Received:2024-07-26
															
							
																	Revised:2025-01-06
															
							
															
							
																	Online:2025-08-15
															
							
																	Published:2025-09-01
															
						Contact:
								Guanghui WANG   
													通讯作者:
					王光辉
							作者简介:刘勤(1996—),男,博士研究生,研究方向:城市与区域经济,E-mail:2862782251@qq.com。
				
							基金资助:Qin LIU, Chenghao LIU, Guanghui WANG. Analysis of the spatial-temporal patterns and influencing factors of the scientific and technological talents distribution in Chinese cities[J]. World Regional Studies, 2025, 34(8): 183-196.
刘勤, 刘澄浩, 王光辉. 中国城市科技人才分布的时空格局及影响因素分析[J]. 世界地理研究, 2025, 34(8): 183-196.
| 方面 | 维度 | 变量 | 解释 | 
|---|---|---|---|
| 政策环境特征 | 创新环境 | X1 | 省级以上开发区数/个 | 
| X2 | 人均发明专利授权数/(件/人) | ||
| 科技投入 | X3 | 地方财政一般预算内科学研究支出/万元 | |
| 城市经济特征 | 经济水平 | X4 | 人均GDP/元 | 
| 产业结构 | X5 | 产业高级化系数 | |
| 成本支出 | X6 | 人均全社会零售总额/(元/人) | |
| X7 | 平均住宅价格/(元/m2) | ||
| 城市品质特征 | 区位自然条件 | X8 | 海拔/m | 
| X9 | 地形坡度/° | ||
| 基础设施条件 | X10 | 城市建设用地占比/% | |
| X11 | 城市建成区路网密度 | ||
| 公共服务保障 | X12 | 每万人医院(卫生)床位数量/(床/每万人) | |
| X13 | 建成区绿化覆盖率/% | ||
| X14 | 普通高等学校数/所 | ||
| 个体需求 | 个人生活 | X15 | 在岗职工平均收入/(元/人) | 
| 职业需求 | X16 | 规模以上工业企业数/个 | 
Tab.1 Variable selection
| 方面 | 维度 | 变量 | 解释 | 
|---|---|---|---|
| 政策环境特征 | 创新环境 | X1 | 省级以上开发区数/个 | 
| X2 | 人均发明专利授权数/(件/人) | ||
| 科技投入 | X3 | 地方财政一般预算内科学研究支出/万元 | |
| 城市经济特征 | 经济水平 | X4 | 人均GDP/元 | 
| 产业结构 | X5 | 产业高级化系数 | |
| 成本支出 | X6 | 人均全社会零售总额/(元/人) | |
| X7 | 平均住宅价格/(元/m2) | ||
| 城市品质特征 | 区位自然条件 | X8 | 海拔/m | 
| X9 | 地形坡度/° | ||
| 基础设施条件 | X10 | 城市建设用地占比/% | |
| X11 | 城市建成区路网密度 | ||
| 公共服务保障 | X12 | 每万人医院(卫生)床位数量/(床/每万人) | |
| X13 | 建成区绿化覆盖率/% | ||
| X14 | 普通高等学校数/所 | ||
| 个体需求 | 个人生活 | X15 | 在岗职工平均收入/(元/人) | 
| 职业需求 | X16 | 规模以上工业企业数/个 | 
| 作用维度 | 指标维度 | 指标 | 科技人才流动率 | |
|---|---|---|---|---|
| q 统计值 | p 值 | |||
| 政策环境特征 | 创新环境 | X1 | 0.435*** | 0.000 | 
| X2 | 0.643*** | 0.000 | ||
| 人才政策 | X3 | 0.705*** | 0.000 | |
| 城市经济特征 | 经济水平 | X4 | 0.450*** | 0.000 | 
| 产业结构 | X5 | 0.360*** | 0.000 | |
| 成本支出 | X6 | 0.497*** | 0.000 | |
| X7 | 0.504*** | 0.000 | ||
| 城市品质特征 | 区位自然条件 | X8 | 0.197*** | 0.000 | 
| X9 | 0.152*** | 0.000 | ||
| 基础设施条件 | X10 | 0.477*** | 0.000 | |
| X11 | 0.036*** | 0.100 | ||
| 公共服务保障 | X12 | 0.483*** | 0.000 | |
| X13 | 0.181*** | 0.025 | ||
| X14 | 0.466*** | 0.000 | ||
| 个体需求 | 个人生活 | X15 | 0.243*** | 0.048 | 
| 职业需求 | X16 | 0.722*** | 0.000 | |
Tab.2 Detected factors of science and technology talents flow among Chinese cities
| 作用维度 | 指标维度 | 指标 | 科技人才流动率 | |
|---|---|---|---|---|
| q 统计值 | p 值 | |||
| 政策环境特征 | 创新环境 | X1 | 0.435*** | 0.000 | 
| X2 | 0.643*** | 0.000 | ||
| 人才政策 | X3 | 0.705*** | 0.000 | |
| 城市经济特征 | 经济水平 | X4 | 0.450*** | 0.000 | 
| 产业结构 | X5 | 0.360*** | 0.000 | |
| 成本支出 | X6 | 0.497*** | 0.000 | |
| X7 | 0.504*** | 0.000 | ||
| 城市品质特征 | 区位自然条件 | X8 | 0.197*** | 0.000 | 
| X9 | 0.152*** | 0.000 | ||
| 基础设施条件 | X10 | 0.477*** | 0.000 | |
| X11 | 0.036*** | 0.100 | ||
| 公共服务保障 | X12 | 0.483*** | 0.000 | |
| X13 | 0.181*** | 0.025 | ||
| X14 | 0.466*** | 0.000 | ||
| 个体需求 | 个人生活 | X15 | 0.243*** | 0.048 | 
| 职业需求 | X16 | 0.722*** | 0.000 | |
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