Browse > Article
http://dx.doi.org/10.14400/JDC.2016.14.6.167

The Study on Comparative Analysis of the Same Data through Regression Analysis Model and Structural Equation Model  

Choi, Chang Ho (Dept. of Knowledge Service & Consulting, Hansung University)
You, Yen Yoo (Dept. of Knowledge Service & Consulting, Hansung University)
Publication Information
Journal of Digital Convergence / v.14, no.6, 2016 , pp. 167-175 More about this Journal
Abstract
This study analyzed empirically the same data through SPSS statistic(regression analysis) and AMOS program(structural equation model) used for cause and effect analysis. The result of empirical analysis was as follows. The different outcome of coefficients and p-values were deducted. Especially, in the mediated effect testing, meanwhile, SPSS statistic(regression analysis) pictured mediated effect, AMOS program(structural equation model) did not picture mediated effect on the reject zone of null hypothesis(absolute t-value and C.R.-value were nearby 1.96). Eventually, this study showed that what program used determined the outcomes of coefficients and p-values(In particular, the outcomes were differentiated further in the increasing measurement error) though using the same data.
Keywords
Same data; SPSS statistic(regression analysis); Structural equation model; AMOS program; Mediated effect;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 Wright, S, "On the nature of size factors", Genetics, Vol. 3, pp. 367-374, 1918.
2 Wright, S, "Correlation and causation", Journal of Agriculture Research, Vol. 20, pp. 557-585, 1921.
3 Wright, S, "The method of path coefficients, Annals of Mathematical Statistics, Vol. 5 , No. 3, pp. 161-215, 1934.   DOI
4 Anderson, T.W., & Rubin,H, "Statistical inference in factor analysis", Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, Berkeley: University of California Press, 1956.
5 Joreskog, K.S, "A general approach to confirmatory maximum likelihood factor analysis", Psychometrika, Vol. 34, No.3, pp. 443-482, 1969.
6 Jorescog, K.S, "A general method for estimating a linear structural equation system", In A.S.Goldberger & O.D.Duncan(Eds.), Structural equation models in the social sciences, pp. 85-112, NY:Seminar Press, 1973.
7 Keesling, J.W, "Maximum likelihood approaches to casual analysis", P.D.diss, University of Chicago, 1972.
8 Wiley ,D.E, "The identification problem for structural equation models with unmeasured variables", In A.S.Goldberger & O.D.Duncan(Eds.), Structural equation models in the social sciences, pp. 85-112, NY:Seminar Press, 1973.
9 Stapleton, C.D, "Basic concepts and procedures of confirmatory factor analysis", Paper presented at the annual meeting of the Southwest Educational Research Association, Austin,TX, January, pp. 23-25, 1997.
10 Baron, R.M., & Kenny, D.A, "The moderator-mediator variables distiction in social psychological research: conceptual, strategic, and statistical consideration", Journal of Personality and Social Psychology, Vol. 51, No. 6, pp. 1173-1182.   DOI
11 Efron, B, "Nonparametic estimates of standard error: the jackknife, the bootstrap, and other method", Biometrica, Vol. 63, No. 3, pp. 589-599, 1981.
12 Fishbein, I., & Ajzen, M, "Understanding Attitude and Predicting Social Behavior", Englewood Cliffs, N.J.:Prentice Hall, 1980.
13 S. C. Kang, "A study on the impact of consultant's capability on the performance of management consulting for small-medium sized business", Master dissertation, Hansung University, 2014.
14 Hyeon Young Kim, Myung-Seong Yim, "A Study on the Effect of Convergence Career Management System on Job Engagement and Career Commitment", Journal of the Korea Convergence Society, Vol. 6, No. 5, pp. 23-31, 2015.   DOI
15 Dong-Il, Tag, "A Study on The Influence of Convergence Benefit of Facebook Fan Page in Brand Attachment and Brand Commitment", Journal of the Korea Convergence Society, Vol. 6, No. 5, pp. 199-206, 2015.   DOI