Jerry J. Wang,Kevin K. Byon,James J. Zhang,安俊英
Jerry J. Wang,Kevin K. Byon,James J. Zhang,AN Junying

• 1:美国西佐治亚大学 体育管理、健康与教育系，佐治亚州 卡罗顿 30116
• 2:美国印第安纳大学 运动学系，印第安纳州 伯明顿 47405
• 3:美国佐治亚大学 国际体育管理研究中心，佐治亚州 雅典 30602
• 4:上海体育学院 经济管理学院，上海 200438

摘要(Abstract)：

介绍互依变量分析的统计程序与技术及其在体育管理研究中的应用，包括聚类分析、探索性因子分析、验证性因子分析，并结合实证研究的设计逐步进行说明，为体育管理研究者提供"即学即用"的研究方法指南。
The current article aims to introduce a comprehensive set of statistical procedures and techniques of conducting interdependence analysis in the context of sport management.As three major types,interdependence analysis,cluster analysis,exploratory factor analysis,and confirmatory factor analysis are presented and discussed respectively,combined with the research design of empirical studies,as well as the step by step analytical instructions,which provides sport management researchers with the read-to-use guidance in research practice.

关键词(KeyWords)： 体育管理;类别分析;因子效度;建构效度;互依变量分析;聚类分析;探索性因子分析;验证性因子分析
sport management;classification analysis;factor validity;construct validity;interdependent variable analysis;cluster analysis;exploratory factor analysis;confirmatory factor analysis

Abstract:

Keywords:

基金项目(Foundation):

作者(Author): Jerry J. Wang,Kevin K. Byon,James J. Zhang,安俊英
Jerry J. Wang,Kevin K. Byon,James J. Zhang,AN Junying

参考文献(References)：

• [1] Hair J F,Black W,Babin B J,et al.Multivariate data analysis[M].Upper Saddle River,N J:Pearson Prentice Hall,2010:89-470
  [2] Basilevsky A T.Statistical factor analysis and related methods:Theory and applications[M].Hoboken,N J:Wiley,2009:1-36
  [3] Everitt B,Landau S,Leese M.Cluster analysis[M].London:Arnold,2001:10-89
  [4] Jain A K,Murty M N,Flynn P J.Data clustering:A review[J].Acm Computing Surveys,1999,31(3):264-323
  [5] Kaufman L,Rousseeuw P J.Finding groups in data:An introduction to cluster analysis[M].Hoboken,N J:Wiley,1990:37-49
  [6] Li H,Mao L L,Zhang J J,et al.Classifying and profiling sports lottery gamblers:A cluster analysis approach[J].Social Behavior & Personality:An International Journal,2015,43(8):1299–1318
  [7] Li H,Mao L L,Zhang J J,et al.Dimensions of problem gambling behavior associated with purchasing sports lottery[J].Journal of Gambling Studies,2012,28(1):47-68
  [8] Gorsuch R.Factor Analysis[M].Hillsdale,N J:Erlbaum,1983:1-65
  [9] Fabrigar L R,Wegener D T,MacCallum R C,et al.Evaluating the use of exploratory factor analysis in psychological research[J].Psychological Methods,1999,4(3):272-299
  [10] Pett M A,Lackey N R,Sullivan J J.Making sense of factor analysis :The use of factor analysis for instrument development in health care research[M].Sage Publications,2003:85-164
  [11] Gerbing D W,Hamilton J G.Viability of exploratory factor analysis as a precursor to confirmatory factor analysis[J].Structural Equation Modeling:A Multidisciplinary Journal,1996,3(1):62-72
  [12] Byon K K,Zhang J J,Connaughton D P.Dimensions of general market demand associated with professional team sports:Development of a scale[J].Sport Management Review,2010,13(13):142-157
  [13] Stevens J.Applied multivariate statistics for the social sciences[M].Mahwah,N J:Lawrence Erlbaum,1996:325-381
  [14] Hendrickson A E,White P O.Promax:A quick method for rotation to oblique simple structure[J].British Journal of Mathematical and Statistical Psychology,1964,17(1):65-70
  [15] Kaiser H F.An index of factorial simplicity[J].Psychometrika,1974,39(1):31-36
  [16] Nunnally J C,Bernstein I H.Psychometric theory[M].New York:McGraw-Hill,1994:23-98
  [17] Cattell R B.The scree test for the number of factors[J].Multivariate Behavioral Research,1966,1(2):245-276
  [18] Kline R B.Principles and practice of structural equation modeling[M].New York:Guilford,2005:7-25
  [19] Hu L T,Bentler P M.Cutoff criteria for fit indexes in covariance structure anaysis:Conventional criteria versus new alternatives [J].Structural Equation Modeling:A Multidisciplinary Journal,1999,6(1):1-55
  [20] MacCallum R C,Browne M W,Sugawara H M.Power analysis and determination of sample size for covariance structure modeling[J].Psychological Methods,1996,1(2)(2):130-149
  [21] Bentler P M.Comparative fit indexes in structural models[J].Psychological Bulletin,1990,107(2):238-246
  [22] Campbell D T,Fiske D W.Convergent and discriminant validation by the multitrait-multimethod matrix[J].Psychological Bulletin,1959,56(2):81-105
  [23] Fornell C,Larcker D.Evaluating structural equation models with unobservable variables and measurement error[J].Journal of Marketing Research,1981,18(1):39-50
  [24] Churchill G A.Marketing research:Methodological foundations[M].Chicago,IL:Dryden,1995:51-121
  [25] Cronbach L J.Coefficient alpha and the internal structure of tests[J].Psychometrika,1951,16(3):297-334
  [26] Tabachnick B G,Fidell,L S.Using multivariate statistics[M].New York:Harper Collins,2001:628-675
  [27] Anderson D R,Gerbing D W.Structural equation modeling in practice:A review and recommended two-step approach[J].Psychological Bulletin,1988,103(3):411-423
  [28] MacCallum R C,Roznowski M,Necowitz L B.Model modifications in covariance structure analysis:The problem of capitalization on chance[J].Psychological Bulletin,1992,111(3):490-504
  [29] Williams L J.Covariance structure modeling in organizational research:Problems with the method versus applications of the method[J].Journal of Organizational Behavior,1995,16(3):225-233
  [30] Braunstein J R,Zhang J J,Trail G T,et al.Dimensions of market demand associated with pre-season training:Development of a scale for major league baseball spring training[J].Sport Management Review,2005,8(3):271-296