PEMODELAN STRUCTURAL EQUATION MODELING (SEM) PADA MEKANISME DISTRESS MAHASISWA NON-SAINS TERHADAP MATA KULIAH STATISTIKA

Ervin Abdillah, Erni Septianawati

Abstract


ABSTRAK

Penelitian ini bertujuan untuk menjelaskan apakah academic help-seeking dapat menjadi faktor mitigasi atau memediasi antara sikap terhadap statisika dan distress, dalam konteks kapasitas belajar (faktor non-kognitif) pada mahasiswa ilmu sosial di perguruan tinggi. Menggunakan teori keseimbangan disonansi dari Cooper & Smith (2001), penelitian ini akan menjelaskan bagaimana academic help-seeking sebagai variabel mediator atau yang dapat memitigasi dinamika hubungan antara sikap terhadap statistika dengan distress. Survey dilakukan yang berisi instrument dan serangkaian analisa psikometri (analisis faktor: validitas dan reliabilitas) untuk mahasiswa psikologi yang mengambil mata kuliah statistika tahun akademik ganjil 2023/2024. Menggunakan structural equaiton modeling (SEM), hubungan antara sikap terhadap statistika dengan distress; dan apakah tingkat academic help-seeking menjadi mediator. Hasil penelitian mengindikasikan bahwa ada hubungan negatif yang signifikan antara sikap terhadap statisik dengan distress. Academic help-seeking dinyatakan memediasi antara sikap terhadap statistika dengan distress, artinya hubungan negatif yang signifikan dengan academic help-seeking dan hubungan negatif signifikan antara academic help-seeking dengan distress. Implikasi dari penelitian ini bagi program studi dan dosen, pentingya tingkat academic help-seeking mahasiswa sebagai strategi coping untuk melawan distress ketika mempelajari mata kuliah satatistika atau mata kuliah lainnya. Ini dapat mempersiapkan mahasiswa mencapai kesuksesan akademik.   

Kata Kunci: Sikap, Academic help-seeking, distress, mediator, Structural equation Modeling (SEM).

Keywords


Sikap, Academic help-seeking, distress, mediator, Structural equation Modeling (SEM).

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References


Abdillah, E.; Septianawati, E. 2023. Pemodelan Structural Equation Modeling (SEM) pada Mekanisme Sikap Mahasiswa non-sains terhadap Mata Kuliah Statistika.

Aleven, V., Stahl, E., Schworm, S., Fischer, F., & Wallace, R. (2003). Help-seeking and help design in interactive learning environments. Review of Educational Research, 73(3), 277–320.

Althubaiti, A. 2021. Attitudes of Medical Students toward Statistics in Medical Research: Evidence from Saudi Arabia. Journal of Statistics and Data Science Education, Vol. 29, p. 115-121.

Bordens, K.S.; Abbot, B.B. 2008. Research Design and Methods: A Process Approach Eight Edition. New York: McGraw-Hill.

Byrne, Barbara M. 2010. Structural equation modeling with AMOS: basic concepts, applications, and programming 2nd ed. New York: Routledge Taylor & Francis Group.

Cooper, J.; Carlsmith, K.M. 2001. Cognitif Dissonance. International Encyclopedia of the social & Behavioral Sciences.

Creswell, J.W.; Guetterman 2019. Educational Research : planning, conducting, and evaluating quantitative and qualitative research. New Jersey: Pearson.

Festinger, L. 1957. A Theory Of Cognitive Dissonance. Stanford, CA: Stanford University Press.

Friedenberg, Lisa. 1995. Psychological Testing: Design, analysis and use. Massachusetts: Allyn & Bacon.

Gal, Iddo. 2000. Adult Numeracy Development: Theory, Research, Practice. Cresskill NJ: Hampton Press.

Hoyle, Rick H. 2012. Structural Equation Modeling. New York: the Guilford Press.

Keinan, G., & Malach-Pines, A. (2007). Stress and burnout among prison personnel: Sources,outcomes, and intervention strategies. Criminal Justice and Behavior, 34(3), 380-398.

Kerlinger, F.N. ; Lee, B.H. 2000. Foundation of Behavioral Research. Orlando: Harcourt Inc.

Liau, A. K. ; Kiat, J.M. 2014. Investigating the Pedagogical Approaches Related to Changes in Attitudes Toward Statistics in A Quantitative Methods Course for Psychology Undergraduate Students. The Asia-Pacific Education Researcher 24(2).

Lomax, R.G; Hahs-Vaughn, D.L. 2011. An Introduction to Statistical Concepts 3rd ed. New York: Routledge Taylor & Francis Group.

Marczyk, G.; DeMatteo, D.; Festinger, D. 2005. Essentials of Research Design and Methodology. New Jersey: John Wiley & Son.

McKinnon, D.P. 2008. Introduction to Statistical Mediation Analysis. New York: Lawrence Erlbaum Associates.

Mensah, J. K., Okyere, M., & Kuranchie, A. (2013). Student Attitude towards Mathematics and Performance: Does the Teacher Attitude Matter? Journal of Education and Practice, 4, 132-139.

Myers, Anne and Hansen, Christine. 2011. Experimental Psychology, Seventh ed. Belmont: Wadsworth.

Naz, B.A.; Iqbal, J.; Bakhsh, K.; Ilahi, K. 2020. Effect of Academic Distress on Academic Performance of Undergraduate Students. International Journal of Innovation, Creativity and Change. Volume 14, Issues 9.

Newman, R. S. (1994). Adaptive help seeking: A strategy of self-regulated learning. In D. H. Schunk, & B. J. Zimmerman (Eds.), Self-regulation of learning and performance: Issues and educational applications, (pp. 283–301). Hillsdale: Erlbaum.

Prodi Psikologi Islam IAIN Kediri. 2022. Kartu Hasil Studi.

Saidi, S.S.; Siew, N.M. 2019. Investigating the Validity and Reliability of Survey Attitude towares Statistics Instrument among Rural Secondary School Students. International Journal of Education Methodology. Volume 5 Issue 4, P. 651-661.




DOI: http://dx.doi.org/10.30984/jiva.v4i2.2848

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