地理科学 ›› 2014, Vol. 34 ›› Issue (5): 522-530.doi: 10.13249/j.cnki.sgs.2014.05.522
收稿日期:
2013-03-26
修回日期:
2013-12-26
出版日期:
2014-05-10
发布日期:
2014-05-10
作者简介:
作者简介:刘建国(1980-),男,内蒙赤峰人,博士后,讲师,主要从事区域经济与经济地理研究。E-mail:
基金资助:
Jian-guo LIU1,2(), Wen-zhong ZHANG2(
)
Received:
2013-03-26
Revised:
2013-12-26
Online:
2014-05-10
Published:
2014-05-10
摘要:
运用空间计量模型对1990~2011年中国全要素生产率进行研究,发现:此间中国省域全要素生产率在大部分年份呈现了空间自相关性,表明这22 a间中国省域全要素生产率并不是完全的随机状态,受其它区域的影响。进一步运用空间计量经济模型从空间维度探究了区域全要素生产率的影响因素,研究表明:经济的集聚水平越高,全要素生产率会得到显著改善;人力资本对经济增长与效率的提升有着显著地积极作用,并表现一定程度的溢出;政府干预和产业结构对全要素生产率的影响为负,说明政府部门要减少对经济的干预;同时表明了中国的产业结构可能存在不合理的地方;信息化水平、基础设施水平对全要素生产率的影响为正,但基础设施水平在统计学意义上并不显著;民营化所占比重的提升对全要素生产率的改进是显著的,因为私有化致使企业的权力下放有助于提高技术效率;经济开放水平显著提升了中国的区域全要素生产率;中国部分省份土地投入规模过大而出现规模不经济的问题。从全要素生产率在各个地区间溢出的证据出发,各个地方政府在统筹区域经济发展的过程中不仅需要考虑本地区经济发展的实际,需要打破目前行政区经济的界限,实现跨区域的协调与合作,实现共赢,最终实现所有地区全要素生产率的提高。
中图分类号:
刘建国, 张文忠. 中国区域全要素生产率的空间溢出关联效应研究[J]. 地理科学, 2014, 34(5): 522-530.
Jian-guo LIU, Wen-zhong ZHANG. The Spatial Spillover Effects of Regional Total Factor Productivity in China[J]. SCIENTIA GEOGRAPHICA SINICA, 2014, 34(5): 522-530.
表2
中国省域全要素生产率影响因素ML估计结果(固定效应)"
被解释变量 | lnTFP | |||||||
---|---|---|---|---|---|---|---|---|
估计方法 | SLPDM | SEPDM | ||||||
模型 | Ⅰ | Ⅱ | Ⅲ | Ⅳ | Ⅴ | Ⅵ | Ⅶ | Ⅷ |
WlnTFP | 0.110(2.87)*** | 0.125(2.86)*** | 0.118(2.81)*** | 0.110(2.81)*** | 0.445(2.31)** | 0.298(2.18)** | 0.391(2.18)** | 0.246(2.19)** |
L-lnTFP | 0.745(10.34)*** | 0.734(12.42)*** | 0.682(11.39)*** | 0.725(18.46)*** | 0.867(12.65)*** | 0.845(9.69)*** | 0.816(11.47)*** | 0.835(13.62)*** |
C | 1.262(1.34) | 0.039(0.35) | -0.031(0.35) | 2.338(4.71)*** | -0.347(0.38) | -0.413(1.51) | -0.630(1.32) | -0.949(1.28) |
lnAgg | 0.069(4.06)*** | 0.061(4.23)*** | 0.003(2.25)** | 0.002(2.34)** | ||||
lnGov | -0.019(2.75)** | -0.018(2.60)** | -0.021(2.66)*** | -0.021(2.45)** | ||||
lnHum | 0.072(2.65)** | 0.076(4.41)*** | 0.075(4.39)*** | 0.068(3.58)*** | ||||
lnIndus | -0.043(5.52)*** | -0.039(2.34)** | -0.106(2.11)** | -0.075(2.35)** | ||||
lnInfor | 0.215(9.58)*** | 0.235(10.46)*** | 0.041(5.30)*** | 0.047(5.29)*** | ||||
lnInfra | 0.029(0.66) | 0.013(0.34) | 0.011(0.63) | 0.011(0.55) | 0.024(0.71) | 0.008(0.54) | 0.024(0.58) | 0.023(0.57) |
lnIns | 0.021(2.78)*** | 0.020(4.46)*** | 0.045(5.70)*** | 0.046(5.65)*** | 0.045(5.53)*** | 0.046(2.78)*** | 0.052(2.76)*** | 0.051(2.76)*** |
lnOpen | -0.006(0.41) | 0.004(2.34)** | 0.016(3.00)*** | -0.018(0.20) | 0.019(0.91) | 0.020(2.85)*** | 0.021(2.51)** | 0.019(2.73)*** |
lnLS | -0.017(2.55)** | -0.234(2.73)*** | -0.198(2.36)** | -0.246(2.79)*** | -0.210(2.25)** | -0.236(2.35)** | -0.266(2.70)*** | -0.220(2.58)** |
统计检验 | ||||||||
R2 | 0.265 | 0.198 | 0.192 | 0.196 | 0.221 | 0.198 | 0.196 | 0.201 |
LogL | 16.865 | 8.365 | 9.126 | 8.298 | 9.167 | 8.388 | 9.034 | 8.374 |
LR | 6.584 | 5.628 | 6.563 | 6.354 | 2.387 | 1.798 | 2.183 | 2.076 |
AIC | -18.354 | -16.184 | -18.386 | -16.143 | -14.129 | -13.257 | -13.964 | -13.463 |
SC | -7.844 | -6.921 | -7.289 | -6.542 | -6.968 | -6.814 | -6.856 | -6.832 |
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