Sciences in Cold and Arid Regions ›› 2016, Vol. 8 ›› Issue (2): 163-176.doi: 10.3724/SP.J.1226.2016.00163

• ARTICLES • Previous Articles    

Measurement for coordinated development of "four modernizations" and its efficiency of prefecture level cities or above in China

JingHu Pan, YanXing Hu   

  1. College of Geography and Environment Science, Northwest Normal University, Lanzhou, Gansu 730070, China
  • Received:2015-08-17 Revised:2015-11-20 Published:2018-11-23
  • Contact: JingHu Pan E-mail:panjh_nwnu@nwnu.edu.cn
  • Supported by:
    This work was supported by the National Natural Science Foundation of China(No.41361040) and the Fundamental Research Funds for the Provincial Universities of Gansu Province(No.2014-63).

Abstract: The efficient and coordinated development of industrialization,urbanization,informatization and agricultural modernization(so called "Sihua Tongbu" in China,and hereinafter referred to as "four modernizations") is not only a practical need but also an important strategic direction of integrating urban-rural development and regional development in recent China.This paper evaluated the comprehensive,coupling and coordinated developmental indices of "four modernizations" of China's 343 prefecture-level administrative units,and calculated their efficiency of "four modernizations" in 2001 and 2011.The efficiency evaluation index system was established.The efficiencies and their changing trend during the period 2001-2011 were investigated using the data envelopment analysis(DEA) model.Spatial-temporal pattern of the efficiency of China's prefecture-level units was explored by using exploratory spatial data analysis(ESDA).Finally,the main influencing factors were revealed with the aid of geographically weighted regression(GWR) model.Results indicate that the comprehensive,coupling and coordinated developmental indices and efficiency of "four modernizations" of China's prefecture-level administrative units have obvious spatial differences and show diverse regional patterns.Overall,the efficiency is relatively low,and only few units with small urban populations and economic scale are in DEA efficiencies.The efficiency changing trends were decreasing during 2001-2011,with a transfer of high efficiency areas from inland to eastern coastal areas.The difference between urban and rural per capita investment in fixed assets boasts the greatest influence on the efficiency.

Key words: coordinated development, four modernizations, efficiency, influencing factor, geographically weighted regression model, China

Akaike H, 1974. A new look at the statistical model identification.IEEE Transactions on Automatic Control, 19(6):716-723.
Anselin L, 1996. The Moran scatterplot as an ESDA tool to assess local instability in spatial association. In:Fisher M, Scholten HJ, Unwin D(eds.). Spatial Analytical Perspectives on GIS.London:Taylor & Francis, pp. 111-125.
Anselin L, Syabri I, Kho Y, 2006. GeoDa:An introduction to spatial data analysis. Geographical Analysis, 38(1):5-22. DOI:10.1111/j.0016-7363.2005.00671.x.
Assafa A, Matawieb KM, 2010. Improving the accuracy of DEA efficiency analysis:a bootstrap application to the health care foodservice industry. Applied Economics, 42(27):3547-3558.DOI:10.1080/00036840802112497.
Bai XM, Shi PJ, Liu YS, 2014. Realizing China's urban dream.Nature, 509(1799):158-160. DOI:10.1038/509158a.
Chen MX, Liu WD, Tao XL, 2013. Evolution and assessment on China's urbanization 1960-2010:Under-urbanization or over-urbanization? Habitat International, 38:25-33.
Ding ZW, Zhang GS, Wang FZ, 2013. The internal mechanism and quantitative analysis of coordination development of industrialization, urbanization and agricultural modernization of Zhongyuan Economic Region. Scientia Geographica Sinica, 33(4):402-409.
Fang CL, Guan XL, Lu SS, et al., 2013. Input-output efficiency of urban agglomerations in China:An application of data envelopment analysis(DEA). Urban Study, 50(13):2766-2790.DOI:10.1177/0042098013477707.
Fotheringham AS, Brunsdon C, Charlton M, 2002. Geographically Weighted Regression:The Analysis of Spatially Varying Relationships.Chichester:John Wiley and Sons, pp. 34-106.
Getis A, Ord JK, 1992. The analysis of spatial association by the use of distance statistics. Geographical Analysis, 24(3):189-206. DOI:10.1007/978-3-642-01976-0_10.
Hu HY, 1935. The distribution of population in China. Acta Geographica Sinica, 2:33-74.
Hu MG, Li ZJ, Wang JF, et al., 2012. Determinants of the incidence of hand, foot and mouth disease in China using geographically weighted regression models. PLoS ONE, 7:e38978. DOI:10.1371/journal.pone.0038978.
Huang JY, Liu Y, Ma L, et al., 2013. Methodology for the assessment and classification of regional vulnerability to natural hazards in China:the application of a DEA model. Natural Hazards, 65(1):115-134. DOI:10.1007/s11069-012-0348-5.
Li Y, Li Y, Zhou Y, et al., 2012. Investigation of a coupling model of coordination between urbanization and the environment. Journal of Environmental Management, 98(6):127-133. DOI:10.1016/j.jenvman.2011.12.025.
Li YR, Wang J, Liu YS, et al., 2014. Problem regions and regional problems of socio-economic development in China:A perspective from the coordinated development of industrialization, urbanization, informatization and agricultural modernization.Journal of Geographical Sciences, 24(6):1115-1130. DOI:10.1007/s11442-014-1142-y.
Liu YS, Chen CY, Li YR, 2015. Differentiation regularity of urban-rural equalized development at prefecture-level city in China. Journal of Geographical Sciences, 25(9):1075-1088.DOI:10.1007/s11442-015-1220-9.
Liu YS, Hu ZC, Li YH, 2014. Process and cause of urban-rural development transformation in the Bohai Rim Region, China.Journal of Geographical Sciences, 24(6):1147-1160. DOI:10.1007/s11442-014-1144-9.
Liu YS, Li YR, 2010. Spatio-temporal coupling relationship between farmland and agricultural labor changes at county level in China. Acta Geographica Sinica, 65:1062-1612.
Morais P, Camanho AS, 2011. Evaluation of performance of European cities with the aim to promote quality of life improvements.Omega, 39(4):398-409. DOI:10.1016/j.omega.2010.09.003.
National Bureau of Statistics of China, 2002a. China City Statistical Yearbook. Beijing:Chinese Statistical Bureau Press, pp. 168-324.
National Bureau of Statistics of China, 2002b. China Regional Economy Statistical Yearbook. Beijing:Chinese Statistical Bureau Press, pp. 145-299.
National Bureau of Statistics of China, 2012a. China City Statistical Yearbook. Beijing:Chinese Statistical Bureau Press, pp. 174-317.
National Bureau of Statistics of China, 2012b. China Regional Economy Statistical Yearbook. Beijing:Chinese Statistical Bureau Press, pp. 152-301.
Ou J, Liu X, Li X, et al., 2013. Quantifying the relationship between urban forms and carbon emissions using panel data analysis. Landscape Ecology, 28(10):1889-1907. DOI:10.1007/s10980-013-9943-4.
Qian L, Chen ZW, Xiao RQ, 2012. Analysis of coordinated degree of China's regional industrialization, urbanization and agricultural modernization and its influencing factors. Inquiry into Economic Issues, 11:10-17.
Richard TB, George K, Fotis P, 2014. Bandwidth selection by cross-validation for forecasting long memory financial time series. Journal of Empirical Finance, 29(C):129-143. DOI:10.1016/j.jempfin.2014.04.002.
Rushton AB, Fawkes CA, Carnes D, et al., 2014. A modified Delphi consensus study to identify UK osteopathic profession research priorities. Manual Therapy, 19(5):445-452. DOI:10.1016/j.math.2014.04.013.
Wang G, Wang M, Wang J, et al., 2015. Spatio-temporal characteristics of rural economic development in eastern coastal China. Sustainability, 7(2):1542-1557. DOI:10.3390/su7021542.
Wang SJ, Fang CL, Ma HT, et al., 2014. Spatial differences and multi-mechanism of carbon footprint based on GWR model in provincial China. Journal of Geographical Sciences, 24(4):612-630. DOI:10.1007/s11442-014-1109-z.
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