Access the full text.
Sign up today, get DeepDyve free for 14 days.
Loading next page...
/lp/springer-journals/exploring-the-spatially-varying-effects-of-human-capital-on-urban-kfoHqox02h
References (106)
-
T. Makkonen, T. Inkinen (2013)
Innovative Capacity, Educational Attainment and Economic Development in the European Union: Causal Relations and Geographical VariationsEuropean Planning Studies, 21
-
A. Fotheringham, Wenbai Yang, Wei Kang (2017)
Multiscale Geographically Weighted Regression (MGWR)Annals of the American Association of Geographers, 107
-
V. Balasubramanyam, M. Salisu, D. Sapsford (1996)
Foreign Direct Investment and Growth in EP and IS CountriesThe Economic Journal, 106
-
X Sun (2020)
10.1016/j.chieco.2019.101388China Economic Review, 59
-
C. Fang, Hai-long Ma, Zhen-bo Wang, Guangdong Li (2014)
The sustainable development of innovative cities in China: Comprehensive assessment and future configurationJournal of Geographical Sciences, 24
-
Jinwon Kim, Seongsoo Jang, Sanghoon Kang, Seunghyun Kim (2020)
Why are hotel room prices different? Exploring spatially varying relationships between room price and hotel attributesJournal of Business Research
-
Yu-fen Chen (2007)
Impact of Foreign Direct Investment on Regional Innovation Capability: A Case of ChinaJournal of Data Science
-
Ren Yuan (2010)
RESEARCH ON SPATIAL SYSTEM OF INNOVATION IN THE CITIES OF GUANGDONG PROVINCEEconomic Geography
-
N. Crespo, M. Fontoura (2007)
Determinant Factors of FDI Spillovers – What Do We Really Know?World Development, 35
-
L. Bottazzi, G. Peri (2002)
Innovation and Spillovers in Regions: Evidence from European Patent DataEuropean Economics eJournal
-
G. Grossman, E. Helpman (1990)
Trade, Knowledge Spillovers, and Growth -
S. Goetz, Yicheol Han (2020)
Latent innovation in local economiesResearch Policy, 49
-
B. Asheim, H. Smith, C. Oughton (2011)
Regional Innovation Systems: Theory, Empirics and PolicyRegional Studies, 45
-
C. Brunsdon, Download Here, David Mermin (2002)
Geographically Weighted Regression: The Analysis of Spatially Varying Relationships -
Jie Guo, Xin Lao, T. Shen (2019)
Location-Based Method to Identify Industrial Clusters in Beijing-Tianjin-Hebei Area in ChinaJournal of Urban Planning and Development
-
Edinaldo Tebaldi, Bruce Elmslie (2013)
Does institutional quality impact innovation? Evidence from cross-country patent grant dataApplied Economics, 45
-
Jiejing Wang (2020)
Urban government capacity and economic performance: An analysis of Chinese citiesEnvironment and Planning A: Economy and Space, 52
-
R. Crescenzi, A. Rodríguez‐Pose (2017)
The Geography of Innovation in China and IndiaInternational Journal of Urban and Regional Research, 41
-
(2018)
From factors driven to innovation driven: Switch of economic growth impe -
(2010)
Principles of Economics:(Vol -
Ronald White (2007)
SUBSCRIBE NOW AND RECEIVE A FREE BOOK! -
Seongsoo Jang, Jinwon Kim (2018)
Remedying Food Policy Invisibility with Spatial Intersectionality: A Case Study in the Detroit Metropolitan AreaJournal of Public Policy & Marketing, 37
-
P. Hodges, S. Carson (2012)
The Triumph of the City: How our Greatest Invention Makes us Richer, Smarter, Greener, Healthier, and HappierThe Social Science Journal, 49
-
(2012)
Transition of urbanization from factor-driven to innovation-driven pattern -
EL Glaeser (2001)
10.1093/jeg/1.1.27Consumer city. Journal of economic geography, 1
-
Masahisa Fujita (2007)
Towards the new economic geography in the brain power societyRegional Science and Urban Economics, 37
-
D. Maillat (1998)
Innovative milieux and new generations of regional policiesEntrepreneurship and Regional Development, 10
-
G Carlino (2015)
10.1016/B978-0-444-59517-1.00006-4Handbook of regional and urban economics, 5
-
Hengyu Gu, Hanchen Yu, M. Sachdeva, Ye Liu (2020)
Analyzing the distribution of researchers in China: An approach using multiscale geographically weighted regressionGrowth and Change
-
Xiuli Sun, Haizheng Li, Vivek Ghosal (2017)
Firm-Level Human Capital and Innovation: Evidence from ChinaERN: Knowledge Management & Innovation (Topic)
-
M. Fritsch, Viktor Slavtchev (2011)
Determinants of the Efficiency of Regional Innovation SystemsRegional Studies, 45
-
A. Rodríguez‐Pose, Min Zhang (2019)
Government Institutions and the Dynamics of Urban Growth in ChinaERN: Asia
-
X Gao (2015)
Urban Sizes, Human Capital and Innovative Capacities of China CitiesJournal of Social Sciences, 3
-
W. Chi, Xiaoye Qian (2010)
The role of education in regional innovation activities: spatial evidence from ChinaJournal of the Asia Pacific Economy, 15
-
(1998)
How does foreign direct investment affect economic growth -
10.31219/osf.io/4dksb
-
Mark Hamilton, Councilmember Lewis, Councilmember McKibbin, Councilmember Rackley, Lora Butterfield, Bonney Lake (1999)
The city -
M. Fritsch, Grit Franke (2004)
Innovation, regional knowledge spillovers and R&D cooperationResearch Policy, 33
-
RE Park (2019)
10.7208/chicago/9780226636641.001.0001 -
Yanrui Wu (2011)
Innovation and economic growth in China: evidence at the provincial levelJournal of the Asia Pacific Economy, 16
-
A. Kaasa (2015)
Effects of different dimensions of social capital on innovative activity : Evidence from Europe at the regional level -
F. Castellacci, José Natera (2013)
The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacityResearch Policy, 42
-
Richard Shearmur (2012)
Are cities the font of innovation? A critical review of the literature on cities and innovationCities, 29
-
Hanchen Yu, A. Fotheringham, Ziqi Li, Taylor Oshan, Wei Kang, L. Wolf (2019)
Inference in Multiscale Geographically Weighted RegressionGeographical Analysis
-
A. Faggian, P. McCann (2008)
Human Capital, Graduate Migration and Innovation in British RegionsCambridge Journal of Economics, 33
-
R. Florida (2003)
Cities and the Creative ClassCity & Community, 2
-
Yongmin Chen, Thitima Puttitanun, Thitima Puttitanun (2005)
Intellectual property rights and innovation in developing countriesJournal of Development Economics, 78
-
Hengyu Gu, Ziliang Liu, T. Shen (2020)
Spatial pattern and determinants of migrant workers' interprovincial hukou transfer intention in China: Evidence from a National Migrant Population Dynamic Monitoring Survey in 2016Population, Space and Place
-
E. Tan (2014)
Human Capital TheoryReview of Educational Research, 84
-
Hengyu Gu, Yangyang Jie, Zhitao Li, T. Shen (2020)
What Drives Migrants to Settle in Chinese Cities: a Panel Data AnalysisApplied Spatial Analysis and Policy, 14
-
Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations -
Ziliang Liu, Hengyu Gu (2019)
Evolution Characteristics of Spatial Concentration Patterns of Interprovincial Population Migration in China from 1985 to 2015Applied Spatial Analysis and Policy, 13
-
Emanuela Marrocu, Raffaele Paci, S. Usai (2013)
Proximity, networking and knowledge production in Europe: What lessons for innovation policy?Technological Forecasting and Social Change, 80
-
T. Clark, R. Lloyd, Kenneth Wong, Pushpam Jain (2002)
Amenities Drive Urban GrowthJournal of Urban Affairs, 24
-
R. Crescenzi, A. Rodríguez‐Pose, M. Storper (2012)
The Territorial Dynamics of Innovation in China and IndiaEconometric Modeling: International Economics eJournal
-
(2016)
Research on time-space evolution characteristics of China's provincial innovation difference -
Z. Griliches (1979)
Issues in Assessing the Contribution of Research and Development to Productivity Growth -
Masahisa Fujita, Jacques-François Thisse (2013)
Economics of Agglomeration: Cities, Industrial Location, and Globalization -
T. Schultz (1960)
Capital Formation by EducationJournal of Political Economy, 68
-
B. Asheim, M. Gertler (2006)
The Geography of Innovation: Regional Innovation Systems -
Cassandra Wang, G. Lin (2013)
Dynamics of innovation in a globalizing china: regional environment, inter-firm relations and firm attributesJournal of Economic Geography, 13
-
E Borensztein (1998)
10.1016/S0022-1996(97)00033-0Journal of international Economics, 45
-
Guo Fei, Zhang Zhan-xin (2012)
The urban labor market status of China’s floating population: a three-group approachPopulation Research, 36
-
A Niebuhr (2010)
10.1111/j.1435-5957.2009.00271.xPapers in Regional Science, 89
-
L Bottazzi (2003)
10.1016/S0014-2921(02)00307-0European economic review, 47
-
Dongwoo Kang, S. Dall’erba (2016)
Exploring the spatially varying innovation capacity of the US counties in the framework of Griliches’ knowledge production function: a mixed GWR approachJournal of Geographical Systems, 18
-
Mourad Dakhli, Dirk Clercq (2004)
Human capital, social capital, and innovation: a multi-country studyEntrepreneurship & Regional Development, 16
-
Seongsoo Jang, Jinwon Kim, M. Zedtwitz (2017)
The importance of spatial agglomeration in product innovation: A microgeography perspectiveJournal of Business Research, 78
-
Gerald Carlino, W. Kerr (2014)
Agglomeration and InnovationSPGMI: Compustat Fundamentals (Topic)
-
(2018)
Natural Resources , Human Capital and Regional Innovation Capacity : based on the Analysis of Spatial Panel Data Econometric Model -
C Tao, Y Peng (2018)
From factors driven to innovation driven: Switch of economic growth impetus and selection of pathway based on the perspective of insitutional quality[J]The Journal of Quantitative&Technical Economics, 35
-
P. Cheshire, E. Mills (1987)
Handbook of Regional and Urban Economics, 2
-
D. Audretsch, M. Feldman (2004)
Knowledge spillovers and the geography of innovationHandbook of Regional and Urban Economics, 4
-
P. Romer (1987)
Growth Based on Increasing Returns Due to SpecializationThe American Economic Review, 77
-
10.22215/timreview933
-
C. Brunsdon, S. Fotheringham, M. Charlton (2010)
Geographically Weighted Regression: A Method for Exploring Spatial NonstationarityGeographical Analysis, 28
-
10.1017/CBO9780511805660
-
Jingyuan Zeng, Ye Liu, Ruoyu Wang, Peiyu Zhan (2019)
Absorptive Capacity and Regional Innovation in China: an Analysis of Patent Applications, 2000–2015Applied Spatial Analysis and Policy, 12
-
P. Romer (1986)
Increasing Returns and Long-Run GrowthJournal of Political Economy, 94
-
(2018)
Human capital and regional innovation : An empirical study based on Spatial Durbin Model -
Chengqi Wang, M. Kafouros (2009)
What factors determine innovation performance in emerging economies? Evidence from ChinaInternational Business Review, 18
-
Emanuela Marrocu, Raffaele Paci, S. Usai (2011)
Proximity, Networks and Knowledge Production in EuropeEuropean Economics: Labor & Social Conditions eJournal
-
K. Cheung, P. Lin (2003)
Spillover Effects of FDI on Innovation in China: Evidence from the Provincial DataIO: Productivity
-
KY Cheung (2004)
10.1016/S1043-951X(03)00027-0China economic review, 15
-
B Fleisher (2010)
10.1016/j.jdeveco.2009.01.010Journal of development economics, 92
-
Taina Tukiainen, S. Leminen, M. Westerlund (2015)
Cities as Collaborative Innovation PlatformsTechnology Innovation Management Review, 5
-
(2007)
Performance Analysis of R&D Capital Input and Output in Chinese Independent Innovation: with Discussion of the Effects of Human Capital and Intellectual Property Rights Protection -
N. Lee (2015)
Migrant and ethnic diversity, cities and innovation: Firm effects or city effects?Journal of Economic Geography, 15
-
F. Cai (2021)
From the Demographic Dividend to the Reform Dividend -
H. Groot, G. Marlet, C. Teulings, W. Vermeulen (2015)
The consumer city -
A. Teixeira (2005)
Measuring aggregate human capital in Portugal: 19602001Portuguese Journal of Social Science, 4
-
Hengyu Gu, Xin Meng, T. Shen, Luge Wen (2019)
China’s Highly Educated Talents in 2015: Patterns, Determinants and Spatial Spillover EffectsApplied Spatial Analysis and Policy, 13
-
Haizheng Li, Min Zhao (2007)
Human capital , economic growth , and regional inequality in China -
A. Agrawal, I. Cockburn, Carlos Rosell (2009)
Not Invented Here? Innovation in Company TownsERN: Analytical Models (Topic)
-
Annekatrin Niebuhr (2006)
Migration and Innovation - Does Cultural Diversity Matter for Regional R&D Activity? -
Shaoming Cheng, Huaqun Li (2011)
Spatially Varying Relationships of New Firm Formation in the United StatesRegional Studies, 45
-
Lingyun Huang, Xiaming Liu, Lei Xu (2012)
Regional Innovation and Spillover Effects of Foreign Direct Investment in China: A Threshold ApproachRegional Studies, 46
-
Jun Chen, Jinhua Cheng, Sheng Dai (2017)
Regional eco-innovation in China: An analysis of eco-innovation levels and influencing factorsJournal of Cleaner Production, 153
-
(1995)
Empirical studies of innovative activity ( in P . Stoneman -
X Qian, W Chi, B Li (2010)
The role of human capital in regional innovation activities and economic growth: Spatial econometric study [J]The Journal of Quantitative & Technical Economics, 4
-
Xiaolan Fu, C. Pietrobelli, L. Soete (2011)
The Role of Foreign Technology and Indigenous Innovation in the Emerging Economies: Technological Change and Catching-upWorld Development, 39
-
Xin Lao, Hengyu Gu (2020)
Unveiling various spatial patterns of determinants of hukou transfer intentions in China: A multi‐scale geographically weighted regression approachGrowth and Change, 51
-
Sam Lee, R. Florida, G. Gates (2010)
Innovation, Human Capital, and CreativityInternational Review of Public Administration, 14
-
R. Florida, C. Mellander, Kevin Stolarick (2008)
Inside the Black Box of Regional Development - human capital, the creative class and toleranceJournal of Economic Geography, 8
-
L. Ning, Fan Wang, Jian Li (2016)
Urban innovation, regional externalities of foreign direct investment and industrial agglomeration: Evidence from Chinese citiesResearch Policy, 45
-
R. Lucas (1988)
On the Mechanics of Economic Development
- Publisher
- Springer Journals
- Copyright
- Copyright © The Author(s), under exclusive licence to Springer Nature B.V. 2021
- ISSN
- 1874-463X
- eISSN
- 1874-4621
- DOI
- 10.1007/s12061-021-09380-9
- Publisher site
- See Article on Publisher Site
Abstract
This study employs city-level data from China to examine the spatially-varying effects of human capital on urban innovation, applying the multi-scale geographically weighted regression model to the knowledge production function. The results demonstrate that the effects of various determinants-including human capital, industrial structures, research and development investment, environmental quality, economic development levels-on innovation prompt different spatial patterns and ranges of influence, among which human capital significantly enhances the level of innovation with the strongest scale effects. Hence different policies should be formulated in cities of diverse conditions that are sensitive to their contexts.
Journal
Applied Spatial Analysis and Policy – Springer Journals
Published: Dec 1, 2021
Keywords: Human capital; Innovation; Spatially-varying effects; Multi-scale geographically weighted regression; Knowledge production function