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İSTATİSTİĞE YÖNELİK ÖZ-YETERLİK ÖLÇEĞİNİN GELİŞTİRİLMESİ

DEVELOPMENT OF SELF-EFFICACY SCALE TOWARDS STATISTICS

Journal Name:

  • Kastamonu Üniversitesi Kastamonu Eğitim Dergisi

Publication Year:

  • 2013

Key Words:

Keywords (Original Language):

Author NameUniversity of AuthorFaculty of Author
Abstract (2. Language): 
In this study, a five item Likert type scale to measure the teacher trainees’ self-efficacy perception towards statistics was aimed. As the result of the exploratory factor analysis done on the sample of 214 teacher trainees a 48 item Self-Efficacy towards Statistics Scale with a 0,94 Cronbach Alfa coefficient. The 48 items in the scale has been gathered in 7 factors without constituting a logical problem. These factors were named as General Statistics Skills (Cronbachalfa = 0,93), Research Skills (Cronbachalfa = 0,88), SPSS Skills (Cronbachalfa = 0,85), Time Management and Lecture Study Behaviours (Cronbachalfa = 0,82), Computer Usage Skills (Cronbachalfa = 0,79), Mathematics Skills (Cronbachalfa = 0,74) and Lecture Listening Skills (Cronbachalfa = 0,81). As a result, the scale has been identified as reliable for usage to evaluate the teacher trainees’ self-efficacy towards statistics and some suggestions were offered.
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Abstract (Original Language): 
Bu çalışmada, öğretmen adaylarının istatistiğe yönelik öz-yeterlik algılarını ölçmek için 5’li Likert tipi bir ölçek geliştirilmesi amaçlanmıştır. 214 öğretmen adayından oluşan örneklem üzerinde yapılan açımlayıcı faktör analizi sonucunda Cronbach alfa katsayısı 0,94 olan 48 maddelik İstatistiğe Yönelik Öz-Yeterlik Ölçeği geliştirilmiştir. Ölçekte bulunan 48 madde herhangi bir mantıksal problem teşkiletmeden 7 faktörde toplanmıştır. Bu faktörlersırasıylaGenel İstatistik Becerileri (Cronbachalfa = 0,93), Araştırma Becerileri (Cronbachalfa = 0,88), SPSS Becerileri (Cronbachalfa = 0,85), Zaman Yönetimive Ders Çalışma Davranışları (Cronbachalfa = 0,82), Bilgisayar Kullanma Becerileri (Cronbachalfa = 0,79), Matematik Becerileri (Cronbachalfa = 0,74) ve Ders Dinleme Becerileri (Cronbachalfa = 0,81) olarakadlandırılmıştır. Sonuç olarak, ölçeğin, öğretmen adaylarının istatistiğe yönelik öz-yeterliklerinin belirlenmesinde güvenle kullanılabileceği tespitedilmiş ve ölçekle ilgili bazı öneriler sunulmuştur.
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  • 2
759-776
  • Turkish

REFERENCES

References: 

Bali, G.Ç. (2000). An assessment of the educational statistics courses with respect to certain
student characteristics.(Unpublished doctoral dissertation).Middle East Technical University,
Ankara, Turkey.
Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood
Cliffs, NJ: Prentice Hall.
Bandura, A. (1997). Self-efficacy: The exercise of control. New York: Freeman.
Bandura A. (2006). Guide for constructing self-efficacy scales. In Pajares, F., &Urdan, T.
(Eds.), Self-efficacy beliefs of adolescents (pp. 307-337). Greenwich, CT: Information
Age Publishing.
Büyüköztürk, Ş. (2000).SPSS uygulamalıbilgisayardestekliistatistiköğretimininistatistiğeyöneliktutumlaraveistatistikbaşarısınaetkisi.
EğitimAraştırmalarıDergisi, 1, 13-20.
Büyüköztürk, Ş. (2004).Verianalizi el kitabı. Ankara: Pegem A Yayıncılık.
Carmichael, C., Callingham, R., Hay, I. & Watson J. (2010). Statistical Literacy in the Middle
School: The Relationship Between Interest, Self-Efficacy and Prior Mathematics Achievement.
Australian Journal of Educational & Developmental Psychology,10, 83-93.
Cobb G. W.,& Moore D. S. (1997) Mathematics, Statistics, and Teaching.The American Mathematical
Monthly, 104(9), 801-823.
Costello, Anna B.,& Osborne, Jason W. (2005). Best practices in exploratory factor analysis:
four recommendations for getting the most from your analysis. Practical Assessment Research
& Evaluation, 10(7), 1-9.
Field A. P. (2005). Discovering statistics using SPSS (Second Edition). London: Sage.
Gable, R. K. (1986). Instrument Development in the Affective Domain. Boston: Kluwer-NijhoffPublishing.
Gable, R. K.,& Wolf, M. B. (1993).Instrument Development in the Affective Domain: Measuring
Attitudes and Values in Corporate and School Settings (2nd Ed.). Boston, MA:
Kluwer Academic Publishers.
Hambleton, R. K., (2005). Issues, Designs, and Technical Guidelines for Adapting Tests Into
İstatistiğe Yönelik Öz-Yeterlik Ölçeğinin Geliştirilmesi... 771
May 2013 Vol:21 No:2 Kastamonu Education Journal
Multiple Languages and Cultures. Hambleton, R. K., Merenda, P., &Spielberger, C. D.
(Edt), Adapting educational and psychological tests for cross-cultural assessment (pp.
3-38). Mahwah, NJ: Erlbaum.
Haris, R. J. (2001). A Primer of Multivariate Statistics (3rd Ed.). Mahwah, NJ: Lawrance
Erlbaum Associates.
Lane, A., Hall, R.,& Lane, J. (2002). Development of a measure of self-efficacy specific to
statistics courses in sport. Journal of Hospitality, Leisure, Sport & Tourism Education,
1(2), 47-56.
Lane A., Hall R.,& Lane J. (2004).Self-efficacy and statistics performance among Sport Studies
students.Teaching in Higher Education, 9(4), 435-448.
Mundfrom, D. J., Shaw, D. G.,&Ke, T. L. (2005). Minimum sample size recommendations for
conducting factor analyses.International Journal of Testing, 5(2),159-168.
Nunnally, J. C. (1978). Psychometric theory (2nd ed.). New York: McGraw-Hill.
Pajares F. (1996). Self-Efficacy Beliefs in Academic Settings.Review of Educational Research,
66(4), 543-578.
Pajares F. (2002). Overview of social cognitive theory and of self-efficacy.http://www.emory.
edu/EDUCATION/ mfp/eff.html sitesinden 25 Mart 2010 tarihindealınmıştır.
Peterson, I. (1991). Pick a sample.Science News, 140, 56-58.
Pett M. A., Lackey N. R.,& Sullivan J. J.. (2003). Making sense of factor analysis: The use of
factor analysis for instrument development in health care research (Illustrated Edition).
Sage.
Pintrich, R.R.,&Schunk, D. H. (2002).Motivation in education (2nd ed.). NJ: Prentice Hall.
Reise, S. P., Waller, N. G.,&Comrey, A. L. (2000). Factor analysis and scale revision. Psychological
Assessment,12, 287–297.
Schunk, D. H. (1989).Self-efficacy and cognitive skill learning. In C. Ames & R. Ames (Eds.),
Research on motivation in education:Vol. 3.Goals and cognitions (pp. 13-44). San Diego:
Academic.
Schunk, D. H. (1991).Self-efficacy and academic motivation.Educational Psychologist, 26,
207-231.
Stevens, J. (2002). Applied multivariate statistics for social sciences (Fourth edition). London:
Lawrence Erlbaum Associates, Publishers.
West, S. G.,& Finch, J. F. (1996). Personality measurement: Reliability and validity issues. In
R. Hogan, J. Johnson, & S. Briggs (Eds.), Handbook of personality psychology (pp.143-
164). San Diego, CA: Academic Press.
Zimmerman, B. J. (2000). Self-efficacy: An essential motive to learn. Contemporary Educational
Psychology, 25(1), 82-91.

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