世界地理研究 ›› 2024, Vol. 33 ›› Issue (6): 116-127.DOI: 10.3969/j.issn.1004-9479.2024.06.20220196
• 城市与产业 • 上一篇
收稿日期:
2022-03-22
修回日期:
2022-10-10
出版日期:
2024-06-15
发布日期:
2024-06-28
作者简介:
康江江(1989—),男,助理研究员,博士,研究方向为城市地理与地方产业发展,E-mail:jjkang@sass.org.cn。
基金资助:
Jiangjiang KANG1(), Yuemin NING2
Received:
2022-03-22
Revised:
2022-10-10
Online:
2024-06-15
Published:
2024-06-28
摘要:
以长三角地区三省一市312个县域单元为研究对象,利用专业化集聚指数分析了纺织业、汽车制造业以及电子信息制造业三大主导产业空间集聚特征与变化趋势,并利用空间面板数据模型分析其影响因素,最后提出区域产业协同发展的对策建议。结论如下:首先,长三角地区主导产业集聚中心主要位于苏南-上海-浙东北地区且变化较小,苏北和浙西南地区主要处于次边缘,安徽则处于边缘位置。其中,以电子信息制造业表现的“核心-边缘”空间集聚特征最为明显,纺织业和汽车制造业虽有所不同,但均可佐证这种空间非均衡分布特征。其次,土地和劳动力成本优势会吸引主导产业空间集聚。市场规模的扩大会对电子信息制造业的集聚产生不利影响。省级以上开发区的建设会对纺织业和电子信息制造业的集聚产生相反的作用。再次,城市化水平提升和城市规模增长会对汽车和电子信息制造业集聚产生促进作用,而不利于纺织业集聚水平的提升。第四,外资进入和出口增加均会提升长三角地区主导产业专业化集聚水平。最后,从推动专业化产业集聚、促进区域内部产业有序分工等方面提出了推动产业协同发展的对策建议。
康江江, 宁越敏. 长三角地区主导产业专业化集聚演变与影响因素[J]. 世界地理研究, 2024, 33(6): 116-127.
Jiangjiang KANG, Yuemin NING. The evolution and influencing factors of specialized agglomeration of leading industries in the Yangtze River Delta region[J]. World Regional Studies, 2024, 33(6): 116-127.
变量类型 | 变量名称 | 定义/ 单位 | 最大值 | 最小值 | 均值 | |
---|---|---|---|---|---|---|
因变量 | Ln(SCI) | 专业化集聚指数 | 6.17 | -20.72 | -7.06 | |
自变量 | 地方化 变量 | Ln(Market size) | 消费品零售总额/10亿元 | 7.32 | 0.14 | 3.57 |
Ln(Wage) | 在岗职工平均工资/元 | 11.28 | 8.26 | 9.95 | ||
Ln(Land price) | 招标、拍卖或挂牌出售土地的平均价格/ (万元/公顷) | 9.07 | -0.13 | 6.4 | ||
SEDZ | 省级以上开发区数量/个 | 2 | 0 | 0.12 | ||
城市化变量 | Ln(Urban size) | 户籍城镇人口规模/万人 | 5.530 | -0.003 | 2.740 | |
Urbanization rate | 非农人口总数/人口总数/% | 100 | 4.31 | 40.20 | ||
全球化变量 | Forcapital | 外资企业资产/总资产/% | 100 | 0 | 6.39 | |
Exports proportion | 出口交货值/销售总产值/% | 100 | 0 | 18.81 | ||
控制变量 | Ln(GDP) | 国内生产总值/亿元 | 8.77 | 0.23 | 4.51 | |
Ln(Investment) | 固定资产投资/亿元 | 7.43 | -20.72 | 3.69 | ||
Ln(MED) | 制造业从业人口数量/县域行政区划面积/ (人/km2) | 8.75 | -1.22 | 3.85 | ||
Ln(MS) | 县域制造业从业人数/企业数量 | 7.49 | 3.79 | 5.40 |
表1 主要变量特征
Tab.1 Description of major variables
变量类型 | 变量名称 | 定义/ 单位 | 最大值 | 最小值 | 均值 | |
---|---|---|---|---|---|---|
因变量 | Ln(SCI) | 专业化集聚指数 | 6.17 | -20.72 | -7.06 | |
自变量 | 地方化 变量 | Ln(Market size) | 消费品零售总额/10亿元 | 7.32 | 0.14 | 3.57 |
Ln(Wage) | 在岗职工平均工资/元 | 11.28 | 8.26 | 9.95 | ||
Ln(Land price) | 招标、拍卖或挂牌出售土地的平均价格/ (万元/公顷) | 9.07 | -0.13 | 6.4 | ||
SEDZ | 省级以上开发区数量/个 | 2 | 0 | 0.12 | ||
城市化变量 | Ln(Urban size) | 户籍城镇人口规模/万人 | 5.530 | -0.003 | 2.740 | |
Urbanization rate | 非农人口总数/人口总数/% | 100 | 4.31 | 40.20 | ||
全球化变量 | Forcapital | 外资企业资产/总资产/% | 100 | 0 | 6.39 | |
Exports proportion | 出口交货值/销售总产值/% | 100 | 0 | 18.81 | ||
控制变量 | Ln(GDP) | 国内生产总值/亿元 | 8.77 | 0.23 | 4.51 | |
Ln(Investment) | 固定资产投资/亿元 | 7.43 | -20.72 | 3.69 | ||
Ln(MED) | 制造业从业人口数量/县域行政区划面积/ (人/km2) | 8.75 | -1.22 | 3.85 | ||
Ln(MS) | 县域制造业从业人数/企业数量 | 7.49 | 3.79 | 5.40 |
模型/自变量 | SAR model | SEM model | ||||
---|---|---|---|---|---|---|
SIC-17 | SIC-36 | SIC-39 | SIC-17 | SIC-36 | SIC-39 | |
Ln(Market size) | -0.240 (-0.56) | 0.445 | -1.224** | 0.383 | 0.437 | -1.216** |
(0.82) | (-2.27) | (0.85) | (0.81) | (-2.24) | ||
Ln(Wage) | -0.875* | -0.323 | 0.206 | -0.414 | -0.341 | 0.107 |
(-1.61) | (-0.47) | (0.30) | (-0.67) | (-0.49) | (0.15) | |
Ln(Land price) | -0.100 | -0.435** | -0.479** | -0.161 | -0.444** | -0.456** |
(-0.58) | (-1.99) | (-2.17) | (-0.68) | (-2.00) | (-1.98) | |
SEDZ | 1.336** | -0.460 | -1.137** | 1.290** | -0.451 | -1.101** |
(2.29) | (-0.74) | (-2.36) | (2.22) | (-0.72) | (-2.27) | |
Urban rate | -0.039* | -0.022 | 0.088*** | -0.0344 | -0.022 | 0.087*** |
(-1.85) | (-0.81) | (3.25) | (-1.59) | (-0.80) | (3.19) | |
Ln(Urbanization size) | -0.551 | 2.501** | -0.670 | -0.615 | 2.461** | -0.686 |
(-0.64) | (2.28) | (-0.61) | (-0.72) | (2.24) | (-0.63) | |
Forcapital | 0.016* | 0.022** | 0.010 | 0.024*** | 0.022** | 0.009 |
(1.96) | (2.03) | (1.24) | (2.98) | (2.01) | (1.15) | |
Exports proportion | 0.029*** | 0.052*** | 0.035*** | 0.028*** | 0.052*** | 0.035*** |
(3.76) | (3.83) | (3.41) | (3.71) | (3.83) | (3.40) | |
Ln(GDP) | 0.051 | -1.222*** | -0.163 | -0.377 | -1.204*** | -0.175 |
(0.14) | (-2.75) | (-0.36) | (-1.01) | (-2.70) | (-0.39) | |
Ln(Investment) | -0.031 | -0.099 | -0.379** | 0.003 | -0.091 | -0.363** |
(-0.26) | (-0.65) | (-2.46) | (0.02) | (-0.59) | (-2.35) | |
Ln(MED) | 3.543*** | 3.191*** | 3.771*** | 3.621*** | 3.227*** | 3.896*** |
(12.19) | (9.01) | (10.64) | (11.68) | (9.03) | (10.57) | |
Ln(MS) | -0.802*** | -1.267*** | 0.099 | -1.770*** | -1.298*** | 0.020 |
(-2.71) | (-3.36) | (0.26) | (-3.99) | (-3.38) | (0.05) | |
rho | 0.398*** | 0.018 | 0.031 | |||
(0.03) | (0.043) | (0.73) | ||||
lambda | 0.455 | 0.03 | 0.070 | |||
(0.037) | (0.045) | (1.54) | ||||
Log-likelihood | -3 435.35 | -3 709.25 | -3 712.62 | -3 447.44 | -3 709.1 | -3 711.72 |
AIC | 6 898.70 | 7 446.5 | 7 553.25 | 6 922.88 | 7 446.2 | 7 451.43 |
BIC | 6 970.51 | 7 518.3 | 7 525.06 | 6 994.69 | 7 518.0 | 7 523.24 |
r2 | 0.29 | 0.13 | 0.16 | 0.23 | 0.13 | 0.16 |
表2 基于空间面板数据模型的主导行业估计结果
Tab.2 The estimation results of leading manufacturing based on Spatial Panel Data Model
模型/自变量 | SAR model | SEM model | ||||
---|---|---|---|---|---|---|
SIC-17 | SIC-36 | SIC-39 | SIC-17 | SIC-36 | SIC-39 | |
Ln(Market size) | -0.240 (-0.56) | 0.445 | -1.224** | 0.383 | 0.437 | -1.216** |
(0.82) | (-2.27) | (0.85) | (0.81) | (-2.24) | ||
Ln(Wage) | -0.875* | -0.323 | 0.206 | -0.414 | -0.341 | 0.107 |
(-1.61) | (-0.47) | (0.30) | (-0.67) | (-0.49) | (0.15) | |
Ln(Land price) | -0.100 | -0.435** | -0.479** | -0.161 | -0.444** | -0.456** |
(-0.58) | (-1.99) | (-2.17) | (-0.68) | (-2.00) | (-1.98) | |
SEDZ | 1.336** | -0.460 | -1.137** | 1.290** | -0.451 | -1.101** |
(2.29) | (-0.74) | (-2.36) | (2.22) | (-0.72) | (-2.27) | |
Urban rate | -0.039* | -0.022 | 0.088*** | -0.0344 | -0.022 | 0.087*** |
(-1.85) | (-0.81) | (3.25) | (-1.59) | (-0.80) | (3.19) | |
Ln(Urbanization size) | -0.551 | 2.501** | -0.670 | -0.615 | 2.461** | -0.686 |
(-0.64) | (2.28) | (-0.61) | (-0.72) | (2.24) | (-0.63) | |
Forcapital | 0.016* | 0.022** | 0.010 | 0.024*** | 0.022** | 0.009 |
(1.96) | (2.03) | (1.24) | (2.98) | (2.01) | (1.15) | |
Exports proportion | 0.029*** | 0.052*** | 0.035*** | 0.028*** | 0.052*** | 0.035*** |
(3.76) | (3.83) | (3.41) | (3.71) | (3.83) | (3.40) | |
Ln(GDP) | 0.051 | -1.222*** | -0.163 | -0.377 | -1.204*** | -0.175 |
(0.14) | (-2.75) | (-0.36) | (-1.01) | (-2.70) | (-0.39) | |
Ln(Investment) | -0.031 | -0.099 | -0.379** | 0.003 | -0.091 | -0.363** |
(-0.26) | (-0.65) | (-2.46) | (0.02) | (-0.59) | (-2.35) | |
Ln(MED) | 3.543*** | 3.191*** | 3.771*** | 3.621*** | 3.227*** | 3.896*** |
(12.19) | (9.01) | (10.64) | (11.68) | (9.03) | (10.57) | |
Ln(MS) | -0.802*** | -1.267*** | 0.099 | -1.770*** | -1.298*** | 0.020 |
(-2.71) | (-3.36) | (0.26) | (-3.99) | (-3.38) | (0.05) | |
rho | 0.398*** | 0.018 | 0.031 | |||
(0.03) | (0.043) | (0.73) | ||||
lambda | 0.455 | 0.03 | 0.070 | |||
(0.037) | (0.045) | (1.54) | ||||
Log-likelihood | -3 435.35 | -3 709.25 | -3 712.62 | -3 447.44 | -3 709.1 | -3 711.72 |
AIC | 6 898.70 | 7 446.5 | 7 553.25 | 6 922.88 | 7 446.2 | 7 451.43 |
BIC | 6 970.51 | 7 518.3 | 7 525.06 | 6 994.69 | 7 518.0 | 7 523.24 |
r2 | 0.29 | 0.13 | 0.16 | 0.23 | 0.13 | 0.16 |
1 | 蒋晓岚, 孔令刚.安徽产业演进机制与区域主导产业成长研究.华东经济管理, 2011, 25(10):18-21. |
JIANG X, KONG L. Analysis on Anhui industry evolution system and the growth of regional leading industry. East China Economic Management, 2011, 25(10):18-21. | |
2 | 贺灿飞, 胡绪千.1978年改革开放以来中国工业地理格局演变.地理学报, 2019, 74(10):1962-1979. |
HE C, HU X. Evolution of Chinese industrial geography since reform and opening-up. Acta Geographica Sinica, 2019, 74(10):1962-1979. | |
3 | 杨帆, 叶嘉安.中国生产性服务业发展与空间分布.热带地理, 2013, 33(2):178-186. |
YANG F, YE J. Growth and spatial development of producer services in China. Tropical Geography, 2013, 33(2):178-186. | |
4 | 张杰, 唐根年. 浙江省制造业空间分异格局及其影响因素.地理科学, 2018, 38(7):1107-1117. |
ZHANG J, TANG G. Spatial differentiation pattern of manufacturing industry in Zhejiang and its influencing factors. Scientia Geographica Sinica, 2018, 38(7): 1107-1117. | |
5 | HE C, WEI Y, XIE X. Globalization, institutional change, and industrial location: Economic transition and industrial concentration in China. Regional Studies, 2008, 42(5):923-945. |
6 | 章屹祯, 曹卫东, 张宇, 等.金融危机以来我国制造业空间格局演变及转移态势研究.长江流域资源与环境, 2019, 28(8):1757-1767. |
ZHANG Y, CAO W, ZHANG Y, et al. Research on the evolution and transfer situation of China's manufacturing industry spatial pattern since the financial crisis. Resources and Environment in the Yangtze Basin, 2019, 28(8):1757-1767. | |
7 | 李燕, 贺灿飞,朱彦刚.我国劳动密集型产业地理分布研究.地理与地理信息科学, 2010, 26(1):66-72. |
LI Y, HE C, ZHU Y. An empirical research on the geographical distribution of labor-intensive industries in China. Geography and Geo-Information Science, 2010, 26(1):66-72. | |
8 | 曹宗平, 朱勤丰. 广东省制造业集聚与转移及其影响因素.经济地理, 2017, 37(9):111-117. |
CAO Z, ZHU Q. Manufacturing agglomeration and transfer in Guangdong Province from 2006 to 2015: Path differences and influencing factors. Economic Geography, 2017, 37(9):111-117. | |
9 | 牛鸿蕾, 江可申.我国纺织业集聚分布格局及其影响因素的空间面板数据分析.数理统计与管理, 2011, 30(4):571-584. |
NIU H, JIANG K. Empirical study on the distribution pattern and influencing factors of textile industry agglomeration: Based on spatial panel data models. Journal of Applied Statistics and Management, 2011, 30(4):571-584. | |
10 | 赵浚竹, 孙铁山, 李国平.中国汽车制造业集聚与企业区位选择.地理学报, 2014, 69(6):850-862. |
ZHAO J, SUN T, LI G. Agglomeration and firm location choice of China's automobile manufacturing industry. Acta Geographica Sinica, 2014, 69(6):850-862. | |
11 | 高菠阳.中国重点工业行业空间变化特征.经济地理, 2012, 32(3):82-88. |
GAO B. The geography of the pillar manufacturing industry in China. Economic Geography, 2012, 32(3):82-88. | |
12 | 安树伟, 张晋晋. 2000年以来我国制造业空间格局演变研究.经济问题, 2016(9):1-6. |
AN S, ZHANG J. Research on the evolution of the spatial pattern of manufacturing industry in China since 2000. Economic Problems, 2016(9): 1-6. | |
13 | 康江江. 长江三角洲城市群地区制造业专业化与集聚演变研究.上海:华东师范大学, 2020. |
KANG J. Dynamic manufacturing regional specialization and agglomeration in the territorial mega-city conglomeration of the Yangtze River Delta. Shanghai: East China Normal University, 2020. | |
14 | 徐维祥, 张筱娟, 刘程军. 长三角制造业企业空间分布特征及其影响机制研究:尺度效应与动态演进. 地理研究, 2019, 38(5):1236-1252. |
XU W, ZHANG X, LIU C. Spatial distribution pattern and influencing factors of manufacturing enterprises in Yangtze River Delta: Scale effects and dynamic evolution. Geographical Research, 2019, 38(5):1236-1252. | |
15 | 王仲智, 孟浩, 华瑾,等.泛长三角地区纺织业的集聚与转移. 世界地理研究, 2015, 24(2):123-130. |
WANG Z, MENG H, HUA J, et al. The agglomeration and transferring of Pan-Yangtze River Delta's textile industry. World Regional Studies, 2015, 24(2):123-130. | |
16 | 潘峰华, 贺灿飞, 彭思源. 全球化背景下的广东省制造业地理集中研究.人文地理, 2011, 26(4):91-98. |
PAN F, HE C, PENG S. Agglomeration of manufacturing industries in Guangdong Province. Human Geography, 2011, 26(4):91-98. | |
17 | PELEGRIN A, BOLANCE C. Regional foreign direct investment in manufacturing: Do agglomeration economies matter? Regional Studies, 2008, 42(4):505-522. |
18 | 尹希果, 刘培森. 城市化、交通基础设施对制造业集聚的空间效应.城市问题, 2014(11):13-20. |
YIN X, LIU P. Spatial effects of urbanization and transportation infrastructure on manufacturing agglomeration. Urban Problem, 2014(11):13-20. | |
19 | 郑敏.长三角制造业集聚度演进态势及其特征——基于1988—2009年的实证研究.华东经济管理, 2012, 26(5):37-44. |
ZHENG M. The evolving trend and character of Yangtze Delta Area's manufacturing industrial agglomeration degree—based on the empirical study from 1988 to 2009. East China Economic Management, 2012, 26(5):37-44. | |
20 | 李健, 宁越敏, 石崧.长江三角洲城市化发展与大都市圈圈层重构.城市规划学刊, 2006(3):16-21. |
LI J, NING Y, SHI S. Urbanization development of the Yangtze River Delta and reconstruction of metropolitan circle layer. Urban Planning Forum, 2006(3):16-21. | |
21 | 宁越敏, 李健. 泛长三角地区城镇化的机制、模式与战略.南京社会科学, 2009(5):8-14. |
NING Y, LI J. Mechanism, mode and strategy of urbanization in the Pan-Yangtze River Delta. Nanjing Journal of Social Sciences, 2009(5):8-14. | |
22 | 孙桂英. 长三角主导产业的空间结构演化研究.哈尔滨:哈尔滨工业大学, 2014. |
SUN G. Spatial structure evolution of leading industries in the Yangtze River Delta. Harbin: Harbin Institute of Technology, 2014. | |
23 | WU J, WEI Y D, LI Q, et al. Economic transition and changing location of manufacturing industry in China: A study of the Yangtze River Delta. Sustainability, 2018, 3899(10):2624-2651. |
24 | STERNBERG R, LITZNBERGER T. Regional clusters in Germany: Their geography and their relevance for entrepreneurial activities. European Planning Studies, 2004, 12(6):767-791. |
25 | 陈强. 高级计量经济学及Stata应用(第二版).北京:高等教育出版社, 2014. |
CHEN Q. Advanced Econometrics and Stata Applications (2nd edition). Beijing: Higher Education Press, 2014. | |
26 | KANG J, XU W, YU L, et al. Localization, urbanization and globalization: Dynamic manufacturing specialization in the territorial mega-city conglomeration of the Yangtze River Delta, China. Cities, 2020, 99(4):102641. |
27 | 毕秀晶, 宁越敏.长三角大都市区空间溢出与城市群集聚扩散的空间计量分析.经济地理, 2013, 33(1):46-53. |
BI X, NING Y. Empirical research on spatial spillover of metropolitan and the spatial agglomeration and dispersion in Yangtze River Delta urban agglomeration. Economic Geography, 2013, 33(1):46-53. | |
28 | 孟浩, 王仲智, 李建豹,等. 基于加工产业链的泛长三角纺织业空间格局演化.经济地理, 2017, 37(6):107-113. |
MENG H, WANG Z, LI J, et al. Evolvement of spatial pattern of textile in Pan-Yangtze River Delta at processing industry Chain. Economic Geography, 2017, 37(6):107-113. | |
29 | 朱华晟, 王缉慈.论产业群内地方联系的影响因素——以东莞电子信息产业群为例.经济地理,2002, 22(4):385-389. |
ZHU H, WANG J. Local linkage in industrial clusters: The case of the industrial cluster of information technology in Dongguan. Economic Geography, 2002, 22(4):385-389. | |
30 | 唐珏岚.长三角城市群协同发展的实践探索与政策建议.上海行政学院学报, 2020, 21(2):86-94. |
TANG J. Practical experiences and policy suggestions of coordinated development of the Yangtze River Delta urban agglomeration. The Journal of Shanghai Administration Institute, 2020, 21(2):86-94. | |
31 | 宁越敏. 长江三角洲市场机制和全域一体化建设.上海交通大学学报(哲学社会科学版), 2020, 28(131):53-57. |
NING Y. Construction of market mechanism and entire regional integration in the Yangtze River Delta. Journal of SJTU(Philosophy and Social Sciences), 2020, 28(131):53-57. |
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