Application of correlation analysis in psychology

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Abstract

The article describes the use of correlation analysis in psychology. Concept of correlation relationship and its main characteristics are described. The main hypotheses used when applying correlation analysis are discussed. Possibilities of the correlation coefficients application according to the type of scale that was used to measure variables are presented.

General Information

Keywords: correlation, Pearson correlation coefficient, Spearman correlation coefficient, correlation coefficient Kendall, private correlation, biserial correlation coefficient, rank-biserial correlation coefficient

Journal rubric: Interdisciplinary Researches

For citation: Shishlyannikova L.M. Application of correlation analysis in psychology. Psikhologicheskaya nauka i obrazovanie = Psychological Science and Education, 2009. Vol. 14, no. 1, pp. 98–107. (In Russ., аbstr. in Engl.)

References

    1. Bushov Yu. V., Nesmelova N. N. Zavisimost' tochnosti ocenki i vosproizvedeniya dlitel'nosti zvukovyh signalov ot individual'nyh osobennostei cheloveka // Voprosy psihologii. 1996. № 3.
    2. Byuyul' A., Cefel' P. SPSS: Iskusstvo obrabotki informacii. M., 2002.
    3. Glass J., Stanley G. Statisticheskie metody v pedagogike i psihologii. M., 1976.
    4. Ermolaev O. Yu. Matematicheskaya statistika dlya psihologov. M., 2003.
    5. Kalinin S. I. Komp'yuternaya obrabotka dannyh dlya psihologov. SPb., 2004.
    6. Kaplunovich I. Ya. Soderzhanie myslitel'nyh operacii v strukture prostranstvennogo myshleniya // Voprosy psihologii. 1987. № 6.
    7. Lavochkina I. A. Psihofizicheskie osobennosti muzykal'no odarennyh podrostkov // Voprosy psihologii. 1988. № 4.
    8. Nasledov A. D. Matematicheskie metody psihologicheskogo issledovaniya. Analiz i interpretaciya dannyh. SPb., 2004.
    9. Rabinovich P. D, Nuzhdina M. P. Zavisimost' uspevaemosti studentov ot ih haraktelogicheskih osobennostei // Voprosy psihologii. 1987. № 6.
    10. Romanko V. K. Kurs teorii veroyatnostei i matematicheskoi statistiki dlya psihologov. M., 2000.
    11. Sidorenko E. V. Metody matematicheskoi obrabotki v psihologii. SPb., 2001.
    12. Solso R. L., Johnson H. H., Beal M. K. Eksperimental'naya psihologiya: prakticheskii kurs. SPb., 2001.

Information About the Authors

Liubov M. Shishlyannikova, Education contents specialist at the Educational Operating Laboratory of Mathematical Models in Psychologyand Education, Moscow State University of Psychology and Education, Moscow, Russia, e-mail: Sh-lyubov@yandex.ru

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