世界地理研究 ›› 2020, Vol. 29 ›› Issue (6): 1125-1135.DOI: 10.3969/j.issn.1004-9479.2020.06.2019216
收稿日期:
2019-05-16
修回日期:
2020-07-25
出版日期:
2020-11-16
发布日期:
2021-01-12
通讯作者:
张振克
作者简介:
王贤(1993-),男,硕士研究生,主要从事城市与区域经济、战略与区域发展研究,E-mail:993346275@qq.com。
基金资助:
Xian WANG1,2(), Binglin LIU1,2, Zhenke ZHANG1,2()
Received:
2019-05-16
Revised:
2020-07-25
Online:
2020-11-16
Published:
2021-01-12
Contact:
Zhenke ZHANG
摘要:
基于2006—2017年非洲52个国家FDI数据以及其经济、政治、资源等数据,运用泰尔指数和面板数据固定效应模型对非洲外商直接投资的时空变化与影响因素进行研究。研究结果表明:1)非洲FDI流入量整体呈现出波动上升的趋势,其中北非呈现下降趋势,西非和中非呈现出波动上升的趋势,东非的上升趋势相对稳定且强势,南部非洲地区波动变化显著,趋势不明显;随着非洲经济发展,五大区域中北非和西非的FDI流入量最多,呈现出“两强三弱”的区域分布格局。2)非洲FDI总体差异呈现出缓慢上升趋势,年际变化呈现出“减—增—减”的波动;影响FDI总体差异的主要因素是区域内部差异,西非、南部非洲和中非区域内部的差异尤为明显,其中西非内部差异贡献最大。3)经济社会环境因素整体上对非洲FDI影响有限,但局部对西非影响较大;经济发展水平对东非、南非的外资流入起着积极作用,而对西非起着抑制作用;对外开放度对西非起着消极影响;聚集效应对西非、中非、北非的作用有限。政治制度因素整体上对非洲外资具有显著的作用,但局部对北非和东非作用有限。资源禀赋因素总体上是外企对非洲区位选择的决定性因素,但局部对北非和东非影响不大。基础设施因素总体上对非洲大陆FDI的流入量影响不大,但对南部非洲地区除外。
王贤, 刘柄麟, 张振克. 非洲外商直接投资的时空变化与影响因素[J]. 世界地理研究, 2020, 29(6): 1125-1135.
Xian WANG, Binglin LIU, Zhenke ZHANG. Analysis of the spatio-temporal distribution of Foreign Direct Investment in Africa and its influencing factors[J]. World Regional Studies, 2020, 29(6): 1125-1135.
变量 | 指标 | 均值 | 最大值 | 最小值 | 标准差 | 数据来源 | |
---|---|---|---|---|---|---|---|
解释变量 | 经济社会环境因素 | 经济发展水平lnGDP | 7.18 | 10.27 | 5.06 | 1.10 | 2006—2018非洲统计年鉴 |
对外开放度lnOPEN | 3.66 | 5.35 | 2.37 | 0.44 | 联合国统计司 | ||
聚集效应CFDI | 13.22 | 16.45 | -7.51 | 0.13 | 2018—2007全球投资报告 | ||
经济自由度lnFREE | 3.96 | 4.34 | 3.06 | 0.17 | 美国传统基金会 | ||
营商便利度lnBUSI | 4.85 | 5.25 | 2.83 | 0.43 | 全球营商环境报告 | ||
政治制度因素 | 清廉指数lnCPI | 3.38 | 4.17 | 0.69 | 0.35 | 透明国际组织 | |
民主权利VA 政治稳定性PS 政府效率GE 监督质量RQ 法制程度RL 腐败控制CC | -0.59 0.58 -0.74 -0.68 -0.67 -0.62 | 0.99 1.20 1.04 1.12 1.00 1.04 | -2.22 -2.70 -1.89 -2.27 -1.85 -1.83 | 0.73 0.87 0.60 0.60 0.60 0.61 | 世界银行WGI数据库* | ||
资源禀赋 | 劳动力禀赋lnLAB | 3.68 | 4.49 | 2.26 | 0.46 | 世界银行 | |
自然资源禀赋lnRENT | 2.06 | 4.15 | -6.77 | 1.59 | 世界银行 | ||
基础设施 | 电信lnTELE | 0.22 | 3.49 | -5.12 | 1.56 | 国际电信联盟 | |
被解释变量 | 人均外商直接投资FDI | 6.52 | 11.12 | 4.78 | 1.32 | 2007—2018非洲统计年鉴 |
表1 模型变量及数据来源
Tab.1 Model variables and data sources
变量 | 指标 | 均值 | 最大值 | 最小值 | 标准差 | 数据来源 | |
---|---|---|---|---|---|---|---|
解释变量 | 经济社会环境因素 | 经济发展水平lnGDP | 7.18 | 10.27 | 5.06 | 1.10 | 2006—2018非洲统计年鉴 |
对外开放度lnOPEN | 3.66 | 5.35 | 2.37 | 0.44 | 联合国统计司 | ||
聚集效应CFDI | 13.22 | 16.45 | -7.51 | 0.13 | 2018—2007全球投资报告 | ||
经济自由度lnFREE | 3.96 | 4.34 | 3.06 | 0.17 | 美国传统基金会 | ||
营商便利度lnBUSI | 4.85 | 5.25 | 2.83 | 0.43 | 全球营商环境报告 | ||
政治制度因素 | 清廉指数lnCPI | 3.38 | 4.17 | 0.69 | 0.35 | 透明国际组织 | |
民主权利VA 政治稳定性PS 政府效率GE 监督质量RQ 法制程度RL 腐败控制CC | -0.59 0.58 -0.74 -0.68 -0.67 -0.62 | 0.99 1.20 1.04 1.12 1.00 1.04 | -2.22 -2.70 -1.89 -2.27 -1.85 -1.83 | 0.73 0.87 0.60 0.60 0.60 0.61 | 世界银行WGI数据库* | ||
资源禀赋 | 劳动力禀赋lnLAB | 3.68 | 4.49 | 2.26 | 0.46 | 世界银行 | |
自然资源禀赋lnRENT | 2.06 | 4.15 | -6.77 | 1.59 | 世界银行 | ||
基础设施 | 电信lnTELE | 0.22 | 3.49 | -5.12 | 1.56 | 国际电信联盟 | |
被解释变量 | 人均外商直接投资FDI | 6.52 | 11.12 | 4.78 | 1.32 | 2007—2018非洲统计年鉴 |
年份 | 区域内部差异贡献率 | 区域间差异贡献率 |
---|---|---|
2006 | 67.50% | 32.50% |
2007 | 85.68% | 14.32% |
2008 | 98.69% | 1.31% |
2009 | 93.10% | 6.90% |
2010 | 78.95% | 21.05% |
2011 | 88.03% | 11.97% |
2012 | 95.67% | 4.33% |
2013 | 96.89% | 3.11% |
2014 | 94.64% | 5.36% |
2015 | 89.58% | 10.42% |
2016 | 93.93% | 6.07% |
2017 | 89.05% | 10.95% |
表2 区域内与区域间差异贡献率
Tab.2 Intra-regional and inter-regional contribution rate
年份 | 区域内部差异贡献率 | 区域间差异贡献率 |
---|---|---|
2006 | 67.50% | 32.50% |
2007 | 85.68% | 14.32% |
2008 | 98.69% | 1.31% |
2009 | 93.10% | 6.90% |
2010 | 78.95% | 21.05% |
2011 | 88.03% | 11.97% |
2012 | 95.67% | 4.33% |
2013 | 96.89% | 3.11% |
2014 | 94.64% | 5.36% |
2015 | 89.58% | 10.42% |
2016 | 93.93% | 6.07% |
2017 | 89.05% | 10.95% |
年份 | 北非 | 西非 | 中非 | 东非 | 南部非洲 |
---|---|---|---|---|---|
2006 | 20.52% | 38.45% | 15.64% | 4.24% | 21.14% |
2007 | 17.69% | 47.22% | 15.03% | 4.11% | 15.94% |
2008 | 9.23% | 59.80% | 19.63% | 8.40% | 2.94 % |
2009 | 5.05% | 70.66% | 10.09% | 7.44% | 6.77 % |
2010 | 1.72% | 62.13% | 7.18% | 3.04% | 25.93% |
2011 | 16.74% | 53.72% | 5.02% | 2.01% | 22.51% |
2012 | 1.90% | 62.64% | 4.14% | 1.61% | 29.70% |
2013 | 2.67% | 65.53% | 0.79% | 0.69% | 30.32% |
2014 | 3.40% | 70.86% | 5.73% | 0.96% | 19.06% |
2015 | 6.76% | 60.41% | 8.92% | 1.21% | 22.71% |
2016 | 2.84% | 67.58% | 11.38% | 3.11% | 15.08% |
2017 | 6.71% | 61.22% | 3.59% | 2.59% | 25.90% |
表3 各区域内部差异对非洲总体区域差异的贡献率
Tab.3 Contribution rate of intra-regional differences to regional differences in Africa
年份 | 北非 | 西非 | 中非 | 东非 | 南部非洲 |
---|---|---|---|---|---|
2006 | 20.52% | 38.45% | 15.64% | 4.24% | 21.14% |
2007 | 17.69% | 47.22% | 15.03% | 4.11% | 15.94% |
2008 | 9.23% | 59.80% | 19.63% | 8.40% | 2.94 % |
2009 | 5.05% | 70.66% | 10.09% | 7.44% | 6.77 % |
2010 | 1.72% | 62.13% | 7.18% | 3.04% | 25.93% |
2011 | 16.74% | 53.72% | 5.02% | 2.01% | 22.51% |
2012 | 1.90% | 62.64% | 4.14% | 1.61% | 29.70% |
2013 | 2.67% | 65.53% | 0.79% | 0.69% | 30.32% |
2014 | 3.40% | 70.86% | 5.73% | 0.96% | 19.06% |
2015 | 6.76% | 60.41% | 8.92% | 1.21% | 22.71% |
2016 | 2.84% | 67.58% | 11.38% | 3.11% | 15.08% |
2017 | 6.71% | 61.22% | 3.59% | 2.59% | 25.90% |
变量 | 北非 | 东非 | 南非 | 西非 | 中非 | 非洲 |
---|---|---|---|---|---|---|
CFDI | -0.00171** | -0.00002 | 0.000371 | 0.00053* | 0.0025* | 0.0001 |
lnRENT | -11.075 | 4.717 | 60.812*** | -5.486 | -33.528* | 15.076*** |
lnLAB | 60.064 | 15.681 | -54.047 | 125.914*** | -70.127 | -49.207** |
lnFREE | 85.402 | -36.122 | 38.155 | -19.016 | -75.186 | -1.697 |
lnCPI | 61.053 | 52.875*** | 56.053* | -25.884*** | -2.467 | 22.594** |
lnGDP | 50.070 | 11.179*** | 50.338*** | -17.251** | 30.690 | 11.723** |
lnOPEN | -45.735 | 9.011 | -3.518 | -24.303*** | -15.957 | 8.030 |
-lnBUSI | 40.799 | -5.982 | -0.764 | -21.029 | -0.196 | -5.640 |
VA | -44.479** | 1.812 | 63.430 | -8.242 | -9.114 | -24.93*** |
PS | 21.611 | -18.224*** | -19.083 | -13.510*** | 16.411 | -6.882*** |
GE | 67.362 | 12.962 | 67.759** | -22.140*** | -68.807 | -3.364*** |
RQ | 1.580 | 26.702 | 72.276** | 15.883 | -45.320 | 19.712*** |
RL | 27.354 | -7.640 | -109.369** | 38.454*** | 28.057 | 49.060*** |
CC | 77.024 | -7.179 | -146.190*** | -9.320 | 75.424** | -14.334** |
lnTELE | 8.912 | 1.490 | 15.897* | -1.045 | 0.463 | 0.1317 |
样本量 | 72 | 120 | 108 | 192 | 120 | 612 |
Adjust R2 | 0.669 | 0.881 | 0.890 | 0.707 | 0.727 | 0.811 |
F统计值 (P值) | 8.182 (0.000) | 37.659 (0.000) | 38.505 (0.000) | 16.329 (0.000) | 14.188 (0.000) | 41.246 (0.000) |
表4 2006—2017年FDI进入非洲的区位影响因素
Tab.4 Location factors affecting FDI entering Africa from 2006 to 20017
变量 | 北非 | 东非 | 南非 | 西非 | 中非 | 非洲 |
---|---|---|---|---|---|---|
CFDI | -0.00171** | -0.00002 | 0.000371 | 0.00053* | 0.0025* | 0.0001 |
lnRENT | -11.075 | 4.717 | 60.812*** | -5.486 | -33.528* | 15.076*** |
lnLAB | 60.064 | 15.681 | -54.047 | 125.914*** | -70.127 | -49.207** |
lnFREE | 85.402 | -36.122 | 38.155 | -19.016 | -75.186 | -1.697 |
lnCPI | 61.053 | 52.875*** | 56.053* | -25.884*** | -2.467 | 22.594** |
lnGDP | 50.070 | 11.179*** | 50.338*** | -17.251** | 30.690 | 11.723** |
lnOPEN | -45.735 | 9.011 | -3.518 | -24.303*** | -15.957 | 8.030 |
-lnBUSI | 40.799 | -5.982 | -0.764 | -21.029 | -0.196 | -5.640 |
VA | -44.479** | 1.812 | 63.430 | -8.242 | -9.114 | -24.93*** |
PS | 21.611 | -18.224*** | -19.083 | -13.510*** | 16.411 | -6.882*** |
GE | 67.362 | 12.962 | 67.759** | -22.140*** | -68.807 | -3.364*** |
RQ | 1.580 | 26.702 | 72.276** | 15.883 | -45.320 | 19.712*** |
RL | 27.354 | -7.640 | -109.369** | 38.454*** | 28.057 | 49.060*** |
CC | 77.024 | -7.179 | -146.190*** | -9.320 | 75.424** | -14.334** |
lnTELE | 8.912 | 1.490 | 15.897* | -1.045 | 0.463 | 0.1317 |
样本量 | 72 | 120 | 108 | 192 | 120 | 612 |
Adjust R2 | 0.669 | 0.881 | 0.890 | 0.707 | 0.727 | 0.811 |
F统计值 (P值) | 8.182 (0.000) | 37.659 (0.000) | 38.505 (0.000) | 16.329 (0.000) | 14.188 (0.000) | 41.246 (0.000) |
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