This paper attempts to construct a research framework for the coupling between human capital and economic development under the "middle-income trap" crisis. The framework draws on the coupling model to calculate the coupling coordination degree between economic development and human capital in 34 prefecture-level cities in Northeast China from 2004 to 2018,and discusses the characteristics and driving mechanism of its spatio-temporal evolution. The results show that: 1) The high-value regions of human capital mainly distribute in the Harbin-Dalian urban agglomeration and most areas of the middle and south Liaoning urban agglomeration,with a significant spatial agglomeration feature. The economic development level presents a "dual-core and periphery" distribution feature around Shenyang and Harbin. 2) The coupling coordination level between human capital and economic development in Northeast China fluctuates from 2004 to 2018,but the increase is limited,and the basic imbalance areas always take the dominate roles. In terms of spatial distribution,the coupling coordination degree shows a characteristic of core-periphery spatial distribution. Shenyang,Dalian,Changchun and Harbin show obvious advantages in coordination and interaction between human capital and economic development,and the four cities' coordination level dominates the overall systematic coordination and interaction level. 3) From the perspective of driving factors of system coupling coordination,the positive driving effect of demographic dividend is significantly higher than other factors,which indicates that the demographic dividend window of Northeast China is not closed,sustainable economic growth needs to change from the past pursuit of demographic dividend to human capital dividend. In addition,science expenditure,real estate investment and the proportion of added value of tertiary industry can also promote the positive interaction between systems,but the effect intensity is small.
[1] 韩文龙,李梦凡,谢璐. “中等收入陷阱”:基于国际经验数据的描述与测度[J]. 中国人口·资源与环境,2015,25(11):160-168.
[2] 代谦,别朝霞. FDI、人力资本积累与经济增长[J]. 经济研究,2006(4):15-27.
[3] Zhao G Q,Zhang Z Y.Uncovering the relationship between FDI,human capital and technological progress in Chinese high-technology industries[J]. China & World Economy,2010,18(1):82-98.
[4] 孙早,侯玉琳. 政府培训补贴、企业培训外部性与技术创新——基于不完全劳动力市场中人力资本投资的视角[J]. 经济与管理研究,2019,40(4):47-64.
[5] Madsen J B.Human capital and world technology frontier[J]. Review of Economics and Statistics,2014,96(4):676-692.
[6] Mallick L,Das P K,Pradhan K C.Impact of educational expenditure on economic growth in major Asian countries:Evidence from econometric analysis[J]. Theoretical and Applied Economics,2016,23(2):173-186.
[7] Liu Z Q.The external returns to education:Evidence from Chinese cities[J]. Journal of Urban Economics,2007,61(3):542-564.
[8] Csaba C,Badulescu A.Education and human capital as engines for economic growth:A literature review[J]. Annals of the University of Oradea Economic Sciences,2015,34(2):665-673.
[9] Benos N,Mylonidis N,Zotou Z.Estimating production functions for the US states:The role of publican human capital[J]. Empirical Economics,2017,52(2):691-721.
[10] Klenow P J,Bils M.Does schooling cause growth?[J]. The American Economic Review,2000,90(5):1160-1183.
[11] Ljungberg J,Nilsson A.Human capital and economic growth,Sweden 1870-2000[J]. Cliometrica,2009,3(1):71-95.
[12] 刘伟宏. 人力资本、R&D投入与经济增长——财政科教兴国的实证分析[J]. 财政研究,2009(7) :50-53.
[13] 杜伟,杨志江,夏国平. 人力资本推动经济增长的作用机制研究[J]. 中国软科学,2014(8):173-183.
[14] Baumol W J.Macroeconomics of unbalanced growth:The Anatomy of Urban Crisis[J]. American Economic Review,1967,57(3):415-426.
[15] Zon A V,Muysken J.Health and endogenous growth[J]. Journal of Health Economics,2001(20):169-185.
[16] 王弟海,龚六堂,李宏毅. 健康人力资本、健康投资和经济增长——以中国跨省数据为例[J]. 管理世界,2008(3):27-39.
[17] Zon A V,Muysken J.Health as a Principal Determinant of Economic Growth[R]. MERIT-Infonomics Research Memorandum Working Paper,2003.
[18] 余静文,苗艳青. 健康人力资本与中国区域经济增长[J]. 武汉大学学报:社会科学版,2019,72(5):161-175.
[19] 骆永民,樊丽明. 中国农村人力资本增收效应的空间特征[J]. 管理世界,2014(9):58-76.
[20] 陈建军,杨飞. 人力资本异质性与区域产业升级:基于前沿文献的讨论[J]. 浙江大学学报:人文社会科学版,2014,44(5):149-160.
[21] Che Sulaiman N F,Saputra J,Muhamad S. Effects of human capital and innovation on economic growth in selected ASEAN countries:Evidence from panel regression approach[J]. Journal of Asian Finance,Economics and Business,2021,8(7):43-54.
[22] 何永达. 人力资本、知识创新与服务业空间集聚——基于省际面板数据的计量分析[J]. 经济地理,2015,35(9):120-125.
[23] 刘智勇,李海峥,胡永远,等. 人力资本结构高级化与经济增长——兼论东中西部地区差距的形成和缩小[J]. 经济研究,2018(3):50-63.
[24] 生延超,周玉姣. 适宜性人力资本与区域经济协调发展[J]. 地理研究,2018,37(4):797-813.
[25] 谢呈阳,胡汉辉,周海波. 区域关联视角下的人力资本与地区经济发展[J]. 经济理论与经济管理,2015,34(7):100-112.
[26] Widarni E L,Bawon S Y.Human capital,technology,and economic growth:A case study of Indonesia[J]. Journal of Asian Finance Economics and Business,2021,8(5):29-35.
[27] Walz U.Dynamic effects of economic integration:A survey[J]. Open Economics Review,1997,3(8):309-326.
[28] 傅伯杰. 地理学:从知识、科学到决策[J]. 地理学报,2017,72(11):1923-1932.
[29] Keijiro O,Yuki H,Tetsushi S.Middle-income traps in East Asia:An inquiry into causes for slowdown in income growth[J]. China Economic Review,2017(46):3-16.
[30] 寇宏伟,陈璋. 中等收入陷阱的存在性讨论及跨越机制分析[J]. 科学学研究,2020,38(9):1579-1586,1705.
[31] 蔡昉. 通过改革避免中等收入陷阱[J]. 南京农业大学学报:社会科学版,2013,13(5):1-8.
[32] 范洪敏,穆怀中. 人口老龄化会阻碍中等收入阶段跨越吗?[J]. 人口研究,2018,42(1):31-43.
[33] 董志华. 人力资本与经济增长互动关系研究——基于中国人力资本指数的实证分析[J]. 宏观经济研究,2017 (4):88-98.
[34] 蔡昉. 从中等收入陷阱到门槛效应[J]. 经济学动态,2019(11):3-14.
[35] 蔡昉. 中等收入陷阱的理论、经验与针对性[J]. 经济学动态,2011(12):4-9.
[36] Gökhan Y.Labor productivity in the middle income trap and the graduated countries[J]. Central Bank Review,2016,16(2):73-83.
[37] Lucas R.On the mechanics of economic development[J]. Journal of Monetary Economics,1988,22(1):3-42.
[38] Mankiw N G,David R,David W.A contribution to the empirics of economic growth[J]. Quarterly Journal of Economics,1992,107(2):407-437.
[39] 李苏,尹海涛. 我国各省份绿色经济发展指数测度与时空特征分析——基于包容性绿色增长视角[J]. 生态经济,36(9):44-53.
[40] 张旺,周跃云,胡光伟. 超大城市“新三化”的时空耦合协调性分析——以中国十大城市为例[J]. 地理科学,2013,33(5):562-569.
[41] 吴文恒,牛叔文. 甘肃省人口与资源环境耦合的演进分析[J]. 中国人口科学,2006(2):81-86,96.
[42] 逯进,周惠民. 中国省域人力资本与经济增长耦合关系的实证分析[J]. 数量经济技术经济研究,2019(9):3-19,36.
[43] Mankiw N G,David R,David W.A contribution to the empirics of economic growth[J]. Quarterly Journal of Economics,1992,107(2):407-437.
[44] 余长林. 人力资本投资结构与经济增长——基于包含教育资本、健康资本的内生增长模型理论研究[J]. 财经研究,2006(32):10.
[45] 曹广忠,刘嘉杰,刘涛.空气质量对中国人口迁移的影响[J]. 地理研究,2021,40(1):199-212.
[46] 林光祥,吕韬,彭路. 广西基本公共服务与区域经济协调关系探讨[J]. 地域研究与开发,2017,36(3):22-28.
[47] 李丹,裴育. 城乡公共服务差距对城乡收入差距的影响研究[J]. 财经研究,2019,45(4):111-123,139.
[48] 原新,高瑗,李竞博. 人口红利概念及对中国人口红利的再认识——聚焦于人口机会的分析[J]. 中国人口科学,2017(6):19-31,126.
[49] 于婷婷. 东北地区人口迁移与经济发展研究[D]. 长春:东北师范大学,2017.
[50] 周少甫,王伟,董登新. 人力资本与产业结构转化对经济增长的效应分析——来自中国省级面板数据的经验证据[J]. 数量经济技术经济研究,2013(8):65-77,123.
[51] 刘伟,范新. 中国发展仍处于重要战略期——中国潜在经济增长与增长跨越[J]. 管理世界,2019(1):13-23.