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The Online Learning Self-Efficacy Scale: Its Adaptation into Turkish and Interpretation According to Various Variables

Year 2020, Volume: 21 Issue: 1, 31 - 44, 01.01.2020
https://doi.org/10.17718/tojde.674388

Abstract

The aim of this study was to adapt the Online Learning Self-Efficacy Scale (OLSES), developed by Zimmerman and Kulikowich (2016) to determine university students’ self-efficacy perceptions in online learning environments, into Turkish, and to analyse the validity and reliability of the results of the scale. The original form of the scale, which is in English, consists of three factors (learning in the online environment, time management and technology use) and of 22 items. In this process, first of all the Turkish language equivalence of the scale was ensured, and then, in the light of the recommendations of experts in the field, the content validity of the scale was established. Next, to ascertain its construct validity, the scale was applied to 2,087 university students who were taking at least one of the campus-based common compulsory courses via distance learning. According to the results of the analysis performed in adherence with the exploratory factor analysis used in the original scale, one item was removed from the scale since it had a factor loading below 0.40, and a single-dimension scale consisting of 21 items was obtained. The factor loadings of the items in the scale were observed to range between 0.85 and 0.92. The Cronbach’s alpha coefficient of internal consistency calculated for reliability of the scale was determined as 0.987. Consequently, it is considered that inferences and interpretations to be made based on the Online Learning Self-Efficacy Scale consisting of 21 items and a single dimension will be valid and reliable. In the interpretations made of the research data, the variables of gender and school type were examined. No statistically significant difference was found between groups regarding either gender or type of school.

References

  • Akkoyunlu, B., & Orhan, F. (2003). Bilgisayar ve ogretim teknolojileri egitimi (BOTE) bolumu ogrencilerinin bilgisayar kullanma oz yeterlik inanci ile demografik ozellikleri arasindaki iliski [English title is not avaliable in the orginal manuscript]. The Turkish Online Journal of Educational Technology, 2(3), 86-93. Alivernini, F., & Lucidi, F. (2011). Relationship between social context, self-efficacy, motivation, academic achievement, and intention to drop out of high school: A longitudinal study. The Journal of Educational Research, 104(4), 241-252. https://doi.org/10.1080/00220671003728062 Alqurashi, E. (2016). Self-efficacy in online learning environments: A literature review. Contemporary Issues in Education Research, 9(1), 45-52. https://doi.org/10.19030/cier.v9i1.9549 Askar, P. ve Umay, A. (2001). Ilkogretim matematik ogretmenligi ogrencilerinin bilgisayarla ilgili oz-yeterlik algisi [Perceived computer self-efficacy of the students in the elementary mathematics teaching programme]. Hacettepe University Journal of Education, 21, 1-8. Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behaviour change. Psychological Review, 84, 191-215. http://dx.doi.org/10.1037/0033-295X.84.2.191 Boone, H. N., & Boone, D. A. (2012). Analyzing likert data. Journal of Extension, 50(2), 1-5. Buyukozturk, S., Kilic-Cakmak, E., Akgun, O.E., Karadeniz, S. ve Demirel, F. (2010). Bilimsel Arastirma Yontemleri [Scientific Research Method] (6th Edition). Ankara: Pegem Akademi. Chang, C. S., Liu, E. Z. F., Sung, H. Y., Lin, C. H., Chen, N. S., & Cheng, S. S. (2014). Effects of online college student’s Internet self-efficacy on learning motivation and performance. Innovations in education and teaching international, 51(4), 366-377. https://doi.org/10.1080/14703297.2013. 771429 Cokluk, O., Sekercioglu, G., & Buyukozturk, S. (2010). Sosyal bilimler icin cok degiskenli istatistik: SPSS ve Lisrel uygulamalari [Multivariate statistics for social sciences: SPSS and Lisrel applications]. Ankara: Pegem Akademi. Ergul, H. (2004). Relationship between student characteristics and academic achievement in distance education and application on students of Anadolu University. Turkish Online Journal of Distance Education-TOJDE, 5(2), 81-90. Field, A. (2009). Discovering statistics using SPSS. London: Sage Publications. Hodges, C. B. (2008). Self-efficacy in the context of online learning environments: A review of the literature and directions for research. Performance Improvement Quarterly, 20 (3–4), 7–25. https://doi. org/10.1002/piq.20001 42 Horzum, M. B., & Cakir, O. (2009). Cevrim ici teknolojilere yonelik oz-yeterlik algisi olcegi Turkce formunun gecerlik ve guvenirlik calismasi [Validity and reliability study of the turkish version of the online technologies self-eficacy scale]. Educational Sciences: T eory & Practice, 9(3), 1327-1356. Hung, M. L., Chou, C., Chen, C. H., & Own, Z. Y. (2010). Learner readiness for online learning: Scale development and student perceptions. Computers & Education, 55(3), 1080-1090. https://doi. org/10.1016/j.compedu.2010.05.004 Karasar, N. (2003). Bilimsel Arastirma Yontemi [Scientific Research Method]. Ankara: Nobel Yayinevi. Kuo, Y. C., Walker, A. E., Schroder, K. E., & Belland, B. R. (2014). Interaction, Internet self-efficacy, and self-regulated learning as predictors of student satisfaction in online education courses. The Internet and Higher Education, 20, 35-50. https://doi.org/10.1016/j.iheduc.2013.10.001 Lim, C. K. (2001). Computer self‐efficacy, academic self‐concept, and other predictors of satisfaction and future participation of adult distance learners. American Journal of Distance Education, 15(2), 41- 51. https://doi.org/10.1080/08923640109527083 Miltiadou, M., & Yu, C.H. (2000). Validation of the online technologies self-efficacy survey (OTSES). Association for Educational Communications and Technology (AECT) International Convention. (ERIC Document Reproduction Service No. ED. 445672). https://files.eric.ed.gov/fulltext/ ED445672.pdf Nahm, E. S., & Resnick, B. (2008). Development and testing of the Web-Based Learning Self-Efficacy Scale (WBLSES) for older adults. Ageing International, 32(1), 3-14. https://doi.org/10.1007/s12126- 008-9003-6 Onal, N., & Ibili, E. (2017). E-ogrenme ortamlari [E-learning environment]. In S. Sahin & C. Uluyol (Eds.), Egitimde Bilisim Teknolojileri [Information Technology in Education] (520-538). Ankara: Pegem Akademi. Ozturk, P. (2015). Yetiskin egitiminde kullanilan bir cevrimici ogrenme ortaminin, cevrimici oz yeterlik algisi ve akademik basariya etkisinin incelenmesi [Investigation of effects on online self–efficacy perception and academic achievement of an online learning enviroment used in adult education]. (Master’s dissertation). Yildiz Technical University Graduate School of Sciences, Istanbul, Turkey. Available from the Council of Higher Education, National Dissertation Center, Dissertation ID: 414230. Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of educational research, 66(4), 543-578. Puzziferro, M. (2008). Online technologies self-efficacy and self-regulated learning as predictors of final grade and satisfaction in college-level online courses. The American Journal of Distance Education, 22(2), 72-89. https://doi.org/10.1080/08923640802039024 Randall, F. A. (2001). Factor analysis of online instruction self-efficacy using the Tennessee online instruction survey. (Doctoral dissertation). University of Tennessee, Knoxville. Available from https://trace. tennessee.edu/utk_graddiss/2649/ Shen, D., Cho, M. H., Tsai, C. L., & Marra, R. (2013). Unpacking online learning experiences: Online learning self-efficacy and learning satisfaction. The Internet and Higher Education, 19, 10-17. https://doi.org/10.1016/j.iheduc.2013.04.001 Stevens, J. (1996). Applied multivariate statistics for the social science (3rd ed.). Mahwah, NJ: Erlbaum. Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics. Needham Heights MA: Allyn & Bacon. Taipjutorus, W., Hansen, S., & Brown, M. (2012). Improving Learners’ Self-efficacy in a learner-controlled online learning environment: a correlational study. M. Brown, M. Harnett & T. Stewart (Ed.) Future Challenges, sustainable futures. Proceedings ASCILITE Wellington. 907-911. Turan, I., Simsek, U., & Aslan, H. (2015). Egitim arastirmalarinda likert olcegi ve likert-tipi sorularin kullanimi ve analizi [The use and analysis of likert scales and likert-type items in educational research]. Sakarya Universitesi Egitim Fakultesi Dergisi, (30), 186-203. 43 Zhang, J., Li, F., Duan, C., & Wu, G. (2001). Research on self-efficacy of distance learning and its influence to learners’ attainments. In C. H. Lee (Ed.), Proceedings of the International Conference on Computers in Education (ICCE)/SchoolNet 2001 (pp. 1510–1517). Incheon, South Korea: Incheon National University of Education. Zimmerman, B. J. (1995). Self-efficacy and educational development. In A. Bandura (Ed.). Self-efficacy in changing socities. New York: Cambridge University Press (pp. 202-231). https://doi.org/10.1017/ cbo9780511527692.009 Zimmerman, W. A., & Kulikowich, J. M. (2016). Online learning self-efficacy in students with and without online learning experience. American Journal of Distance Education, 30(3), 180-191. https://doi.or g/10.1080/08923647.2016.1193801
Year 2020, Volume: 21 Issue: 1, 31 - 44, 01.01.2020
https://doi.org/10.17718/tojde.674388

Abstract

References

  • Akkoyunlu, B., & Orhan, F. (2003). Bilgisayar ve ogretim teknolojileri egitimi (BOTE) bolumu ogrencilerinin bilgisayar kullanma oz yeterlik inanci ile demografik ozellikleri arasindaki iliski [English title is not avaliable in the orginal manuscript]. The Turkish Online Journal of Educational Technology, 2(3), 86-93. Alivernini, F., & Lucidi, F. (2011). Relationship between social context, self-efficacy, motivation, academic achievement, and intention to drop out of high school: A longitudinal study. The Journal of Educational Research, 104(4), 241-252. https://doi.org/10.1080/00220671003728062 Alqurashi, E. (2016). Self-efficacy in online learning environments: A literature review. Contemporary Issues in Education Research, 9(1), 45-52. https://doi.org/10.19030/cier.v9i1.9549 Askar, P. ve Umay, A. (2001). Ilkogretim matematik ogretmenligi ogrencilerinin bilgisayarla ilgili oz-yeterlik algisi [Perceived computer self-efficacy of the students in the elementary mathematics teaching programme]. Hacettepe University Journal of Education, 21, 1-8. Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behaviour change. Psychological Review, 84, 191-215. http://dx.doi.org/10.1037/0033-295X.84.2.191 Boone, H. N., & Boone, D. A. (2012). Analyzing likert data. Journal of Extension, 50(2), 1-5. Buyukozturk, S., Kilic-Cakmak, E., Akgun, O.E., Karadeniz, S. ve Demirel, F. (2010). Bilimsel Arastirma Yontemleri [Scientific Research Method] (6th Edition). Ankara: Pegem Akademi. Chang, C. S., Liu, E. Z. F., Sung, H. Y., Lin, C. H., Chen, N. S., & Cheng, S. S. (2014). Effects of online college student’s Internet self-efficacy on learning motivation and performance. Innovations in education and teaching international, 51(4), 366-377. https://doi.org/10.1080/14703297.2013. 771429 Cokluk, O., Sekercioglu, G., & Buyukozturk, S. (2010). Sosyal bilimler icin cok degiskenli istatistik: SPSS ve Lisrel uygulamalari [Multivariate statistics for social sciences: SPSS and Lisrel applications]. Ankara: Pegem Akademi. Ergul, H. (2004). Relationship between student characteristics and academic achievement in distance education and application on students of Anadolu University. Turkish Online Journal of Distance Education-TOJDE, 5(2), 81-90. Field, A. (2009). Discovering statistics using SPSS. London: Sage Publications. Hodges, C. B. (2008). Self-efficacy in the context of online learning environments: A review of the literature and directions for research. Performance Improvement Quarterly, 20 (3–4), 7–25. https://doi. org/10.1002/piq.20001 42 Horzum, M. B., & Cakir, O. (2009). Cevrim ici teknolojilere yonelik oz-yeterlik algisi olcegi Turkce formunun gecerlik ve guvenirlik calismasi [Validity and reliability study of the turkish version of the online technologies self-eficacy scale]. Educational Sciences: T eory & Practice, 9(3), 1327-1356. Hung, M. L., Chou, C., Chen, C. H., & Own, Z. Y. (2010). Learner readiness for online learning: Scale development and student perceptions. Computers & Education, 55(3), 1080-1090. https://doi. org/10.1016/j.compedu.2010.05.004 Karasar, N. (2003). Bilimsel Arastirma Yontemi [Scientific Research Method]. Ankara: Nobel Yayinevi. Kuo, Y. C., Walker, A. E., Schroder, K. E., & Belland, B. R. (2014). Interaction, Internet self-efficacy, and self-regulated learning as predictors of student satisfaction in online education courses. The Internet and Higher Education, 20, 35-50. https://doi.org/10.1016/j.iheduc.2013.10.001 Lim, C. K. (2001). Computer self‐efficacy, academic self‐concept, and other predictors of satisfaction and future participation of adult distance learners. American Journal of Distance Education, 15(2), 41- 51. https://doi.org/10.1080/08923640109527083 Miltiadou, M., & Yu, C.H. (2000). Validation of the online technologies self-efficacy survey (OTSES). Association for Educational Communications and Technology (AECT) International Convention. (ERIC Document Reproduction Service No. ED. 445672). https://files.eric.ed.gov/fulltext/ ED445672.pdf Nahm, E. S., & Resnick, B. (2008). Development and testing of the Web-Based Learning Self-Efficacy Scale (WBLSES) for older adults. Ageing International, 32(1), 3-14. https://doi.org/10.1007/s12126- 008-9003-6 Onal, N., & Ibili, E. (2017). E-ogrenme ortamlari [E-learning environment]. In S. Sahin & C. Uluyol (Eds.), Egitimde Bilisim Teknolojileri [Information Technology in Education] (520-538). Ankara: Pegem Akademi. Ozturk, P. (2015). Yetiskin egitiminde kullanilan bir cevrimici ogrenme ortaminin, cevrimici oz yeterlik algisi ve akademik basariya etkisinin incelenmesi [Investigation of effects on online self–efficacy perception and academic achievement of an online learning enviroment used in adult education]. (Master’s dissertation). Yildiz Technical University Graduate School of Sciences, Istanbul, Turkey. Available from the Council of Higher Education, National Dissertation Center, Dissertation ID: 414230. Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of educational research, 66(4), 543-578. Puzziferro, M. (2008). Online technologies self-efficacy and self-regulated learning as predictors of final grade and satisfaction in college-level online courses. The American Journal of Distance Education, 22(2), 72-89. https://doi.org/10.1080/08923640802039024 Randall, F. A. (2001). Factor analysis of online instruction self-efficacy using the Tennessee online instruction survey. (Doctoral dissertation). University of Tennessee, Knoxville. Available from https://trace. tennessee.edu/utk_graddiss/2649/ Shen, D., Cho, M. H., Tsai, C. L., & Marra, R. (2013). Unpacking online learning experiences: Online learning self-efficacy and learning satisfaction. The Internet and Higher Education, 19, 10-17. https://doi.org/10.1016/j.iheduc.2013.04.001 Stevens, J. (1996). Applied multivariate statistics for the social science (3rd ed.). Mahwah, NJ: Erlbaum. Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics. Needham Heights MA: Allyn & Bacon. Taipjutorus, W., Hansen, S., & Brown, M. (2012). Improving Learners’ Self-efficacy in a learner-controlled online learning environment: a correlational study. M. Brown, M. Harnett & T. Stewart (Ed.) Future Challenges, sustainable futures. Proceedings ASCILITE Wellington. 907-911. Turan, I., Simsek, U., & Aslan, H. (2015). Egitim arastirmalarinda likert olcegi ve likert-tipi sorularin kullanimi ve analizi [The use and analysis of likert scales and likert-type items in educational research]. Sakarya Universitesi Egitim Fakultesi Dergisi, (30), 186-203. 43 Zhang, J., Li, F., Duan, C., & Wu, G. (2001). Research on self-efficacy of distance learning and its influence to learners’ attainments. In C. H. Lee (Ed.), Proceedings of the International Conference on Computers in Education (ICCE)/SchoolNet 2001 (pp. 1510–1517). Incheon, South Korea: Incheon National University of Education. Zimmerman, B. J. (1995). Self-efficacy and educational development. In A. Bandura (Ed.). Self-efficacy in changing socities. New York: Cambridge University Press (pp. 202-231). https://doi.org/10.1017/ cbo9780511527692.009 Zimmerman, W. A., & Kulikowich, J. M. (2016). Online learning self-efficacy in students with and without online learning experience. American Journal of Distance Education, 30(3), 180-191. https://doi.or g/10.1080/08923647.2016.1193801
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Details

Primary Language English
Journal Section Articles
Authors

Nuh Yavuzalp 0000-0001-9275-275X

Eralp Bahçivan 0000-0001-5621-3302

Publication Date January 1, 2020
Submission Date December 30, 2018
Published in Issue Year 2020 Volume: 21 Issue: 1

Cite

APA Yavuzalp, N., & Bahçivan, E. (2020). The Online Learning Self-Efficacy Scale: Its Adaptation into Turkish and Interpretation According to Various Variables. Turkish Online Journal of Distance Education, 21(1), 31-44. https://doi.org/10.17718/tojde.674388

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