Principal Component Analysis on Human Development Indicators of China

In this study, we used the weightedprincipal component analysis to measure and analyzethe progress of human development inChinese provinces since 1990. The trends of thehuman development in the period of markettransition in several provincesof China were discussed in terms of the impact on public health as well aseconomic development. The associationof the main principal component obtained from our studyand the human development indexreported by the United Nations Development Programme was estimated by theSpearman's rank correlation coefficient.

[1]  T. W. Anderson An Introduction to Multivariate Statistical Analysis , 1959 .

[2]  F. Carlucci,et al.  A multiattribute measure of human development , 1995 .

[3]  Calyampudi R. Rao The use and interpretation of principal component analysis in applied research , 1964 .

[4]  3-Decade Trend in Human Development Index in India and Its Major States , 1999 .

[5]  D. Lai Statistical analysis on spatial and temporal patterns of the Chinese elderly population. , 1999, Archives of gerontology and geriatrics.

[6]  T. N. Srinivasan,et al.  Human Development: A New Paradigm or Reinvention of the Wheel? , 1994 .

[7]  Mark McGillivray,et al.  The Human Development Index: Yet Another Redundant Composite Development Indicator? , 1991 .

[8]  J. Church Human Development Report , 2001 .

[9]  Willem F.M. Vries Meaningful Measures: Indicators on Progress, Progress on Indicators , 2001 .

[10]  Farhad Noorbakhsh,et al.  The human development index: some technical issues and alternative indices , 1998 .

[11]  N. Lind A compound index of national development , 1993 .

[12]  Martin Ravallion,et al.  Good and bad growth: The human development reports , 1997 .

[13]  Farhad Noorbakhsh,et al.  A Modified Human Development Index , 1998 .

[14]  Allen C. Kelley,et al.  The Human Development Index: "Handle with Care" , 1991 .

[15]  Dejian Lai,et al.  Temporal Analysis of Human Development Indicators: Principal Component Approach , 2000 .

[16]  A. Sagar,et al.  The human development index: a critical review , 1998 .

[17]  N. Lind Some thoughts on the human development index , 1992 .

[18]  Lukas Menkhoff,et al.  Chaotic signals from HDI measurement , 2000 .

[19]  Wim Heijman,et al.  Multidimensional Analysis of Regional Inequality: The case of Hungary , 2001 .

[20]  K. Tang Social development in China: progress and problems. , 1999, Journal of contemporary Asia.