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Analysis of High-Tech Industry’s Development in Shandong Province Based on PLS# Analysis of High-Tech Industry’s Development in Shandong Province Based onPLS * Xu Yang * Xing-yuan WangConference paperFirst Online: 07 January 2015Part of the Proceedings of the International Conference on IndustrialEngineering and Engineering Management book series (PICIEEM)## AbstractFrom the perspective of high-tech industry’s development in Shandong province,this paper firstly identifies the influencing factors of high-tech industry’sdevelopment in Shandong province. Then those factors and the process ofdevelopment in 16 years (1997-2012) are analyzed by clustering analysis usingthe data from the statistical yearbook. Moreover, this paper creates a modelto predict the trend of high-tech industry’s development in Shandong provinceby partial least squares (PLS) regression. After the analysis of regressioncoefficient by clustering analysis, importance of each factor is gained, andbased on the result we can forecast the tendency of high-tech industry’sdevelopment in Shandong province in the future. Ultimately, the researchresults can be the decision basis to promote the development of high-techindustry in Shandong province rapidly.## KeywordsHigh-tech industry Influencing factors Partial least squares regressionShandong provinceThis is a preview of subscription content,log into check access.## References 1. 1.Han-hui Hu, Lang-feng Wang. Ecology investigation on China’s high-techindustries and manufacturing industries evolution law [J]. Studies in Scienceof Science, 2009, 27(10): 1523-1527. (Chinese)Google Scholar 2. 2.Shi Dan, Xiao-bin Li. Factors analysis and data test on high-tech industrydevelopment [J]. China Industrial Economics, 2004, (12):32-39. (Chinese)Google Scholar 3. 3.Yu-lin Zhao, Cui-hong Ye. Empirical analysis on the growth stage and itstransition of high-tech industries [J]. Science of Science and Management ofS.&T., 2011, 32(5): 92-101. (Chinese)Google Scholar 4. 4.Hai-yan Shi, Gen-nian Tang. The agglomeration of high-tech industry and itseffectiveness in the eastern coastal area [J]. R&D Management, 2013, 25(2):22-28. (Chinese)Google Scholar 5. 5.Choi B. High technology development in regional economic growth [M]. England:Ashgate Publihing Company, 2003.Google Scholar 6. 6.Xiao-li Li, Lian-cai Hao, Hong Rong. Study on human resources of high-techindustry in Shandong Province [J]. Science & Technology Information, 2012(35):96-97. (Chinese)Google Scholar 7. 7.Gu Jing, Wei-xian Xue. Study on collaborative innovation of the high-techindustry [J]. Science & Technology Progress and Policy, 2012, 29(22):84-89.(Chinese)Google Scholar 8. 8.Fu-qian Fang, Zhang Ping. Analyzing input-output efficiency of the high-techindustries based on DEA [J]. China Soft Science, 2009(7): 48-56. (Chinese)Google Scholar 9. 9.Hui-wen Wang. Partial least-squares regression-method [M]. Beijing, NationalDefense Industry Press, 1999. (Chinese)Google Scholar 10. 10.National Bureau of Statistics. China statistics yearbook on high-tech industry2002-2012 [M]. Beijing: China Statistics Press, 2002-2012. (Chinese)Google Scholar 11. 11.Shandong Provincial Bureau of Statistics. Shandong statistics yearbook2002-2012 [M]. Beijing: China Statistics Press, 2002-2012. (Chinese)Google Scholar 12. 12.Qi-yi Tang, Ming-guang Feng. DPS data processing system [M]. Beijing: SciencePress, 2007. (Chinese)Google Scholar## Copyright information© Atlantis Press and the authors 2015## Authors and Affiliations 1. 1.School of ScienceShandong Jianzhu UniversityJinanP. R. China 2. 2.School of ManagementShandong UniversityJinanP. R. China

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