[1] |
Anselin L, 1988. Spatial Econometrics: Methods and Models. Dordrecht: Kluwer. |
[2] |
Arntz M, 2010. What attracts human capital? Understanding the skill composition of interregional job matches in Germany. Regional Studies, 44(4): 423–441. doi: 10.1080/00343400802663532 |
[3] |
Breznitz D, Murphree M, 2011. Run of the Red Queen: Government, Innovation, Globalization, and Economic Growth in China. London: Yale University Press. |
[4] |
Cameron A C, Trivedi P K, 2013. Regression Analysis of Count Data (Vol. 53). Cambridge: Cambridge University Press. |
[5] |
Casado-Díaz J M, Martínez-Bernabéu L, Rowe F, 2017. An evolutionary approach to the delimitation of labour market areas: an empirical application for Chile. Spatial Economic Analysis, 12(4): 379–403. doi: 10.1080/17421772.2017.1273541 |
[6] |
Chun Y, Griffith D A, 2011. Modeling network autocorrelation in space–time migration flow data: an eigenvector spatial filtering approach. Annals of the Association of American Geographers, 101(3): 523–536. doi: 10.1080/00045608.2011.561070 |
[7] |
Chun Y, 2014. Analyzing space-time crime incidents using eigenvector spatial filtering: an application to vehicle burglary. Geographical Analysis, 46(2): 165–184. doi: 10.1111/gean.12034 |
[8] |
Chi G Q, Zhu J, 2008. Spatial regression models for demographic analysis. Population Research and Policy Review, 27(1): 17–42. doi: 10.1007/s11113-007-9051-8 |
[9] |
Clark T N, Lloyd R, Wong K K et al., 2002. Amenities drive urban growth. Journal of urban affairs, 24(5): 493–515. doi: 10.1111/1467-9906.00134 |
[10] |
Deng Wei, Zhang Shaoyao, Zhou Peng et al., 2020. Spatiotemporal characteristics of rural labor migration in China: evidence from the migration stability under new-type urbanization. Chinese Geographical Science, 30(5): 749–764. doi: 10.1007/s11769-020-1147-7 |
[11] |
Faggian A, Corcoran J, Rowe F, 2016. Evaluating the effects of Australian policy changes on human capital: the role of a graduate visa scheme. Environment and Planning C: Government and Policy, 34(1): 151–170. doi: 10.1177/0263774X-15614755 |
[12] |
Faggian A, Corcoran J, Rowe F, 2017. Special issue on youth and graduate migration. The Annals of Regional Science, 59(3): 571–575. doi: 10.1007/s00168-017-0845-2 |
[13] |
Florida R, 2002. The economic geography of talent. Annals of the Association of American Geographers, 92(4): 743–755. doi: 10.1111/1467-8306.00314 |
[14] |
Florida R, Mellander C, Qian H, 2012. China’s development disconnect. Environment and Planning A, 44(3): 628–648. doi: 10.1068/a44284 |
[15] |
Getis A, Griffith D A, 2002. Comparative spatial filtering in regression analysis. Geographical Analysis, 34(2): 130–140. doi: 10.1111/j.1538-4632.2002.tb01080.x |
[16] |
Glaeser E L, Kolko J, Saiz A, 2001. Consumer city. Journal of Economic Geography, 1(1): 27–50. doi: 10.1093/jeg/1.1.27 |
[17] |
Graves P E, 1976. A reexamination of migration, economic opportunity, and the quality of life. Journal of Regional Science, 16(1): 107–112. doi: 10.1111/j.1467-9787.1976.tb00954.x |
[18] |
Griffith D A, 2003. Spatial Autocorrelation and Spatial Filtering: Gaining Understanding Through Theory and Scientific Visualization. Berlin: Springer Science & Business Media. |
[19] |
Gu H Y, Meng X, Shen T Y et al., 2019a. China’s highly educated talents in 2015: Patterns, determinants and spatial spillover effects. Applied Spatial Analysis and Policy, 1–18. doi: 10.1007/s12061-019-09322-6 |
[20] |
Gu H Y, Liu Z L, Shen T Y et al., 2019b. Modelling interprovincial migration in China from 1995 to 2015 based on an eigenvector spatial filtering negative binomial model. Population, Space and Place, 25(8): e2253. |
[21] |
Gu H Y, Jie Y Y, Li Z T et al., 2020a. What drives migrants to settle in Chinese cities: a panel data analysis. Applied Spatial Analysis and Policy, 1–18. doi: 10.1007/s12061-020-09358-z |
[22] |
Gu H Y, Liu Z L, Shen T Y, 2020b. Spatial pattern and determinants of migrant workers’ interprovincial hukou transfer intention in China: evidence from a national migrant population dynamic monitoring survey in 2016. Population, Space and Place, 26(2): e2250. doi: 10.1002/psp.2250 |
[23] |
Gu H Y, Ling Y K, Shen T Y et al., 2020c. How does rural homestead influence the hukou transfer intention of rural-urban migrants in China? Habitat International, 105: 102267. doi: 10.1016/j.habitatint.2020.102267 |
[24] |
Harris J R, Todaro M P, 1970. Migration, unemployment & development: a two-sector analysis. American Economic Review, 60(1): 126–142. |
[25] |
Hausman J, Hall B H, Griliches Z, 1984. Econometric models for count data with an application to the patents-R&D relationship. Econometrica, 52(4): 909–938. doi: 10.2307/1911191 |
[26] |
Henderson, J V, 2007. Understanding knowledge spillovers. Regional Science and Urban Economics, 37(4): 497–508. doi: 10.1016/j.regsciurbeco.2006.11.010 |
[27] |
Hong E, Sun L X, 2011. Foreign direct investment and total factor productivity in China: a spatial dynamic panel analysis. Oxford Bulletin of Economics and Statistics, 73(6): 771–791. doi: 10.1111/j.1468-0084.2011.00672.x |
[28] |
Hu Huanyong, 1935. The distribution of population in China, with statistics and maps. Acta Geographica Sinica, 2(2): 33–74. (in Chinese) |
[29] |
Knapp T A, Gravest P E, 1989. On the role of amenities in models of migration and regional development. Journal of regional science, 29(1): 71–87. doi: 10.1111/j.1467-9787.1989.tb01223.x |
[30] |
Lao X, Gu H Y, 2020. Unveiling various spatial patterns of determinants of hukou transfer intentions in China: a multi-scale geographically weighted regression approach. Growth and Change, 1–17. doi: 10.1111/grow.12429 |
[31] |
Lewis W A, 1954. Economic development with unlimited supplies of labour. The Manchester School, 22(2): 139–191. doi: 10.1111/j.1467-9957.1954.tb00021.x |
[32] |
Li Hongsheng, Wang Yingjie, Han Jiafu, 2012. Origin distribution patterns and floating population modeling: Yiwu City as a destination. Chinese Geographical Science, 22(3): 367–380. doi: 10.1007/s11769-012-0534-0 |
[33] |
Li Q, Xie Z, 2020. Spatial distribution of floating young talents and influencing factors of their settlement intention-based on the dynamic monitoring data of the national floating population in 2017. Economic Geography, 40(9): 27–34. (in Chinese) |
[34] |
Liu Y, Shen J F, 2014. Jobs or amenities? Location choices of interprovincial skilled migrants in China, 2000−2005. Population, Space and Place, 20(7): 592–605. doi: 10.1002/psp.1803 |
[35] |
Liu Y, Shen J F, 2017. Modelling skilled and less-skilled interregional migrations in China, 2000−2005. Population, Space and Place, 23(4): e2027. doi: 10.1002/psp.2027 |
[36] |
Liu Y, Shen J F, Xu W et al., 2017. From school to university to work: migration of highly educated youths in China. The Annals of Regional Science, 59(3): 651–676. doi: 10.1007/s00168-016-0753-x |
[37] |
Liu Y, Xu W, 2017. Destination choices of permanent and temporary migrants in China, 1985−2005. Population, Space and Place, 23(1): e1963. doi: 10.1002/psp.1963 |
[38] |
Lucas Jr R E, 1988. On the mechanics of economic development. Journal of Monetary Economics, 22(1): 3–42. doi: 10.1016/0304-3932(88)90168-7 |
[39] |
Miguélez E, Moreno R, Suriñach J, 2010. Inventors on the move: tracing inventors’ mobility and its spatial distribution. Papers in Regional Science, 89(2): 251–274. doi: 10.1111/j.1435-5957.2010.00280.x |
[40] |
National Bureau of Statistics of China, 2001. Tabulation on the 2000 Population Census of the People’s Republic of China by County. Beijing: China Statistics Press. |
[41] |
National Bureau of Statistics of China, 2006. Tabulation on the 2005 1% National Population Sample Survey of the People’s Republic of China. Beijing: China Statistics Press. |
[42] |
National Bureau of Statistics of China, 2011. Tabulation on the 2010 Population Census of the People’s Republic of China by County. Beijing: China Statistics Press. |
[43] |
National Bureau of Statistics of China, 2016. Tabulation on the 2015 1% National Population Sample Survey of the People’s Republic of China. Beijing: China Statistics Press. |
[44] |
National Bureau of Statistics of China, 2000, 2005, 2010, 2015. China City Statistical Yearbook in 1999, 2004, 2009, 2014. Beijing: China Statistics Press. |
[45] |
Nie Jingxin, Liu Helin, 2018. Spatial pattern and the resulting characteristics of talent Flows in China. Scientia Geographica Sinica, 38(12): 1979–1987. (in Chinese) |
[46] |
Partridge M D, 2010. The duelling models: NEG vs amenity migration in explaining US engines of growth. Papers in Regional Science, 89(3): 513–536. doi: 10.1111/j.1435-5957.2010.00315.x |
[47] |
Qian H F, 2010. Talent, creativity and regional economic performance: the case of China. The Annals of Regional Science, 45(1): 133–156. doi: 10.1007/s00168-008-0282-3 |
[48] |
Qi Honggang, Qi Wei, Liu Shenghe, 2020. Talents concentration in the Guangdong-Hong Kong-Macao Greater Bay Area, China: Evolution pattern and driving factors. Geographical Research, 39(9): 2000–2014. (in Chinese) |
[49] |
Rodríguez-Pose A, Tselios V, 2011. Mapping the European regional educational distribution. European Urban and Regional Studies, 18(4): 358–374. doi: 10.1177/0969776411399345 |
[50] |
Rowe F, 2013. The geography and determinants of regional human capital in eight Latin American and Caribbean countries. Regional Problems and Policies in Latin America (pp. 379–405). Berlin, Heidelberg: Springer |
[51] |
Rowe F, 2017. The CHilean Internal Migration (CHIM) database: temporally consistent spatial data for the analysis of human mobility. Region, 4(3): 1–6. doi: 10.18335/region.v4i3.198 |
[52] |
Rowe F, Corcoran J, Faggian A, 2013. Mobility patterns of overseas human capital in Australia: the role of a ‘new’graduate visa scheme and rural development policy. Australian Geographer, 44(2): 177–195. doi: 10.1080/00049182.2013.789589 |
[53] |
Scott A J, 2010. Jobs or amenities? Destination choices of migrant engineers in the USA. Papers in Regional Science, 89(1): 43–63. doi: 10.1111/j.1435-5957.2009.00263.x |
[54] |
Shenzhen Municipal Government, 2019. Opinions on the implementation of the ‘Peacock Plan’ for the introduction of high-level overseas talents. Available at: http://www.gd.gov.cn/zwgk/zcfgk/content/post_2531436.html |
[55] |
Sjaastad L A, 1962. The costs and returns of human migration. Journal of Political Economy, 70(5, Part 2): 80–93. Available at: https://www.jstor.org/stable/1829105 |
[56] |
Song H S, Zhang M, Wang R Q, 2016. Amenities and spatial talent distribution: evidence from the Chinese IT industry. Cambridge Journal of Regions, Economy and Society, 9(3): 517–533. doi: 10.1093/cjres/rsw017 |
[57] |
State Council of China, 2010. The National Medium and Long-Term Talent Development Plan (2010−2020). Available at: http://www.gov.cn/jrzg/2010-06/06/content_1621777.htm. (in Chinese) |
[58] |
Tang A Z R, Rowe F, Corcoran J et al., 2014. Where are the overseas graduates staying on? Overseas graduate migration and rural attachment in Australia. Applied Geography, 53: 66–76. doi: 10.1016/j.apgeog.2014.06.004 |
[59] |
Todaro M P, 1969. A model of labor migration and urban unemployment in less developed countries. The American Economic Review, 59(1): 138–148. |
[60] |
Wang Fahui, Liu Cuiling, Xu Yaping, 2019. Analyzing population density disparity in china with GIS-automated regionalization: the Hu line revisited. Chinese Geographical Science, 29(4): 541–552. doi: 10.1007/s11769-019-1054-y |
[61] |
Woodward D, Figueiredo O, Guimaraes P, 2006. Beyond the Silicon Valley: university R&D and high-technology location. Journal of Urban Economics, 60(1): 15–32. doi: 10.1016/j.jue.2006.01.002 |
[62] |
Xu Z B, Ouyang A J, 2018. The factors influencing China’s population distribution and spatial heterogeneity: a prefectural-level analysis using geographically weighted regression. Applied Spatial Analysis and Policy, 11(3): 465–480. doi: 10.1007/s12061-017-9224-8 |
[63] |
Yang Y Z, Feng Z M, Wang L et al., 2014. Research on the suitability of population distribution at the provincial scale in China. Journal of Geographical Sciences, 24(5): 889–906. doi: 10.1007/s11442-014-1127-x |
[64] |
Yu Z L, Zhang H, Tao Z L et al., 2019. Amenities, economic opportunities and patterns of migration at the city level in China. Asian and Pacific Migration Journal, 28(1): 3–27. doi: 10.1177/0117196819832054 |
[65] |
Zhou L, Tian L, Gao Y et al., 2019. How did industrial land supply respond to transitions in state strategy? An analysis of prefecture-level cities in China from 2007 to 2016. Land Use Policy, 87: 104009. doi: 10.1016/j.landusepol.2019.05.028 |
[66] |
Zeng J Y, Liu Y, Wang R Y et al., 2019. Absorptive capacity and regional innovation in China: an analysis of patent applications, 2000−2015. Applied Spatial Analysis and Policy, 12(4): 1031–1049. doi: 10.1007/s12061-019-09300-y |