Confirmatory Factor Analysis of the Academic Self-Efficacy Scale: An Indonesian Version

Kusumasari Kartika Hima Darmayanti, Erlina Anggraini, Efan Yudha Winata, M. Fariz Fadillah Mardianto

Abstract


Several studies regarding academic self-efficacy are developed in which a valid and reliable measurement is needed. One of the well-known instruments used to measure college students' academic self-efficacy is The Academic Self-Efficacy Scale (TASES). It was designed by Sagone and Caroli (2014), comprising four dimensions, i.e., self-engagement, self-oriented decision-making, others-oriented problem-solving, and interpersonal climate. This instrument contained 30 items at first, but two items were removed after testing the factor analysis, and 28 items remained. This study examined the validity of the adaptation of TASES into the Indonesian version. This scale was adapted into the Indonesian version using confirmatory factor analysis (CFA), involving 166 Indonesian college students studying at universities in Indonesia and abroad. The CFA results showed that the items which were distributed in 4 dimensions in this scale are found to fit except three items of interpersonal climate dimension. Therefore those three items have been eliminated. In addition, the coefficient of Cronbach's Alpha of TASES Indonesian version is highly reliable. Ultimately, the TASES Indonesian version consisting of 25-item within four dimensions has shown to be a reliable and valid measurement for academic self-efficacy in the Indonesian context.

Keywords


confirmatory factor analysis; validation; academic self-efficacy; college students; Indonesian version

References


Akaike, H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19(6), 716–723. https://doi.org/10.1109/TAC.1974.1100705

Anastasi, A., & Urbina, S. (2016). Psychological testing (R. Hariono & Imam, Trans.). Penerbit Indeks (Original work published 1997)

Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioural change. Psychological review, 84(2), 191-215. https://doi.org/10.1037/0033-295X.84.2.191

Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Prentice Hall.

Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational psychologist, 28(2), 117-148. https://doi.org/10.1207/s15326985ep2802_3

Bandura, A. (1997). Self-efficacy: The exercise of control. Freeman.

Barry, C. L., & Finney, S. J. (2009). Can we feel confident in how we measure college confidence? A psychometric investigation of the college self-efficacy inventory. Measurement and Evaluation in Counseling and Development, 42(3), 197-222. https://doi.org/10.1177/0748175609344095

Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2000). Guidelines for the process of cross-cultural adaptation of self-report measures. Spine, 25(24), 3186-3191. https://doi.org/10.1097/00007632-200012150-00014

Bland, J. M., & Altman, D. G. (1997). Statistics notes: Cronbach’s alpha. BMJ, 314(7080), 572. https://doi.org/10.1136/bmj.314.7080.572

Borsa, J. C., Damasio, B. F., & Bandeira, D. R. (2012). Cross-cultural adaptation and validation of psychological instruments: Some consideration. Paideia (Ribeirão Preto), 22(53). http://dx.doi.org/10.1590/S0103-863X2012000300014

Brown, T. A. (2015). Confirmatory factor analysis for applied research (2nd Edition). Guilford Press.

Cohen, R., J., Swerdlik, M., E., & Sturman, E., D. (2013). Psychological testing and assessment: An introduction to tests and measurement (8th Ed). Mc-Graw-Hill.

Cozby, P. C., & Bates, S. C. (2015). Methods in behavioral research. McGraw-Hill Education.

Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. psychometrika, 16(3), 297-334. https://doi.org/10.1007/BF02310555

Garett, R., Liu, S. & Young, S. D. (2017). A longitudinal analysis of stress among incoming college freshmen. Journal of American college health, 65(5), 331-338. https://doi.org/10.1080/07448481.2017.1312413

Gleitman, L., & Papafragou, A. (2012). Language and thought. In K. J. Holyoak & R. G. Morrison (Eds.). The oxford handbook of thinking and reasoning. Oxford University Press.

Gore, P. A. (2006). Academic self-efficacy as a predictor of college outcomes: Two incremental validity studies. Journal of career assessment, 14, 92-115. https://doi.org/10.1177/1069072705281367

Graham, D. J., & Midgley, N. G. (2000). Technical Communication-Graphical Representation of Particle Shape using Triangular Diagrams: An Excel Spreadsheet Method. Earth Surface Processes and Landforms, 25(13), 1473-1478. https://doi.org/10.1002/1096-9837(200012)25:13<1473::AID-ESP158>3.0.CO;2-C

Gravetter, F. J., & Forzano, L. A. B. (2018). Research methods for the behavioral sciences. Cengage Learning.

Hinton, P. R., McMurray, I., & Brownlow, C. (2004). SPSS explained. Routledge.

Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural equation modeling: a multidisciplinary journal, 6(1), 1-55. https://doi.org/10.1080/10705519909540118

Kementerian Riset, Teknologi, dan Pendidikan Tinggi. (2015). Statistika pendidikan tinggi 2014/2015. Jakarta: Kemenristek Dikti.

King, L. (2017). The science of psychology. McGraw-Hill Education International Edition.

Lacobucci, D. (2010). Structural equations modeling: Fit indices, sample size, and advanced topics. Journal of Consumer Psychology, 20(1), 90-98. https://doi.org/10.1016/j.jcps.2009.09.003

Li, L. K. (2012). A study of the attitude, self-efficacy, effort and academic achievement of CityU students towards research methods and statistics. Discovery–SS Student E-Journal, 1(54), 154-183. Citing internet sources URL https://pdfs.semanticscholar.org/b0a9/188bb5f66783c09624db8ca7b96922523ab5.pdf.

Little, T. D. (2013). Longitudinal structural equation modeling. Guilford Press.

Lupyan, G. & Lewis, M. (2019). From words-as-mappings to words-as-cues: the role of language in semantic knowledge. Language, cognition, and neuroscience, 34(10). https://doi.org/10.1080/23273798.2017.1404114

Maulida, A. (2012). Gambaran tingkat depresi pada mahasiswa program sarjana yang melakukan konseling di badan konseling mahasiswa universitas Indonesia. Skripsi, Fakultas Ilmu Keperawatan, Universitas Indonesia.

Midgley, C., Maehr, M. L., Hruda, L.Z., & Anderman, E. M. (2000). The patterns of adaptive learning scale (PALS) 2000. University of Michigan

Morton, S., Mergler, A., & Boman, P. (2014). Managing the transition: The role of optimism and self-efficacy for first-year Australian university students. Journal of Psychologists and Counsellors in Schools, 24(1), 90-108. https://doi.org/10.1017/jgc.2013.29.

Muris, P. (2001). A brief questionnaire for measuring self-efficacy in youths. Journal of Psychopathology and Behavioral Assessment, 23(3), 145-149. https://doi.org/10.1023/A:101096111.

Novack, M., & Goldin-Meadow, S. (2015). Learning from gestures: how our hands change our minds. Educational psychology review, 27(3), 405-412. https://doi.org/10.1007/s10648-015-9325-3

Owens, M., Stevenson, J., Hadwin, J. A., & Norgate, R. (2012). Anxiety and depression in academic performance: An exploration of the mediating factors of worry and working memory. School Psychology International, 33(4), 433-449. https://doi.org/10.1177/0143034311427433

Pierceall, E. A. & Keim, M. C. (2007). Stress and coping strategies among community college students. Community college journal of research and practice, 31(9), 703-712. https://doi.org/10.1080/10668920600866579

Pratiwi, P. C., Andayani, T. R., & Karyanta, N. A. (2012). Perilaku Adiksi Game-online Ditinjau dari Efikasi Diri Akademik dan Keterampilan Sosial pada Remaja di Surakarta. Jurnal Ilmiah Psikologi Candrajiwa, 1(2). Citing internet sources URL http://candrajiwa.psikologi.fk.uns.ac.id/index.php/candrajiwa/article/view/27

Prabowo, W., Yusuf, M., & Setyowati, R. (2019). Pengambilan keputusan menentukan jurusan kuliah ditinjau dari student self-efficacy dan persepsi terhadap harapan orang tua. Jurnal Psikologi Pendidikan Dan Konseling: Jurnal Kajian Psikologi Pendidikan Dan Bimbingan Konseling, 5(1), 42-48. https://doi.org/10.26858/jppk.v5i1.7460

Putwain, D., Sander, P., & Larkin, D. (2013). Academic self‐efficacy in study‐related skills and behaviours: Relations with learning‐related emotions and academic success. British Journal of Educational Psychology, 83(4), 633-650. https://doi.org/10.1111/j.2044-8279.2012.02084.x

Sagone, E., & De Caroli, M. E. (2014). Locus of control and academic self-efficacy in university students: The effects of Self-concepts. Procedia-Social and Behavioral Sciences, 114, 222-228. https://doi.org/10.1016/j.sbspro.2013.12.689.

Sander, P., & Sanders, L. (2009). Measuring academic behavioural confidence: the ABC scale revisited. Studies in Higher Education, 34(1), 19-35. https://doi.org/10.1080/03075070802457058

Sharma, B., & Wavare, R. (2013). Academic stress due to depression among medical and para-medical students in an indian medical college: Health initiatives cross sectional study. Journal of Health Sciences, 3(5), 029-038. Citing internet sources URL https://www.researchgate.net/profile/Balkishan_Sharma/publication/237201322_ACADEMIC_STRESS_DUE_TO_DEPRESSION_AMONG_MEDICAL_AND_PARA-MEDICAL_STUDENTS_IN_AN_INDIAN_MEDICAL_COLLEGE_HEALTH_INITIATIVES_CROSS_SECTIONAL_STUDY/links/0046351bab91e156a1000000/ACADEMIC-STRESS-DUE-TO-DEPRESSION-AMONG-MEDICAL-AND-PARA-MEDICAL-STUDENTS-IN-AN-INDIAN-MEDICAL-COLLEGE-HEALTH-INITIATIVES-CROSS-SECTIONAL-STUDY.pdf.

Solberg, V. S., O'Brien, K., Villareal, P., Kennel, R., & Davis, B. (1993). Self-efficacy and Hispanic college students: Validation of the college self-efficacy instrument. Hispanic journal of behavioral sciences, 15(1), 80-95. https://doi.org/10.1177/07399863930151004.

Stinebrickner, T., & Stinebrickner, R. (2012). Learning about academic ability and the college dropout decision. Journal of Labor Economics, 30(4), 707-748. https://doi.org/10.1086/666525

Talar, Y. & Gozaly, J. (2020). Student retention in Indonesian private university. International journal of evaluation and research in Education (IJERE), 9(3), 486-493. Doi: 10.11591/ijere.v9i3.20582

Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics. Allyn & Bacon/Pearson Education.

Yamin, S., & Kurniawan, H. (2019). Structural equation modeling: Belajar lebih mudah teknik analisis data kuesioner dengan lisrel-pls. Salemba Infotek.


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DOI: 10.15408/jp3i.v10i2.19777

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