Content Validity Ratio (CVR), Content Validity Index (CVI) and Confirmatory Factor Analysis (CFA) in Mathematics Learning Independence Instruments

Irfan Wahyu Prananto, Yeni Rakhmawati, Tubagus Pamungkas

Abstract


Learning independence is one of the essential things in the learning process. The demand for independent learning is enormous in the learning process at school, especially in mathematics. If responded to appropriately, these demands can help future students' psychological development. The purpose of this study was to measure the content validity of the mathematics learning independence scale to obtain instruments that are right on target. This study uses a type of quantitative research. A sample of one hundred and twenty-six students was obtained from public elementary schools in Tlogowungu District, Pati Regency. Data analysis uses the equation CVR (Content Validity Ratio), CVI (Content Validity Index), and CFA (Confirmatory Factor Analysis). The results showed that 26 of 30 items were declared valid and had a CVI value of 0.911. In contrast, for CFA, the relationship for the three indicators of learning independence was relatively high,> 0.5. This indicates that the three indicators are related; they can both measure the learning independence variable. So, the three indicators can measure learning independence variables well.

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Abrams, A. N., Hazen, E. P., & Penson, R. T. (2007). Psychosocial issues in adolescents with cancer. Cancer Treatment Reviews, 33(7), 622–630.

Afrianti, A. D. (2021). Motivation and Learning Independence of Junior High School Students in Mathematics Learning in the Pandemic Time Covid-19. Jurnal Pendidikan Matematika.

Arafah, K. (2015). PENDETEKSIAN PELAKSANAAN SUPERVISI AKADEMIK PENGAWAS SEKOLAH PADA SMA NEGERI DI KOTA BAUBAU MELALUI ANALISIS FAKTOR KONFIRMATORI (CFA). Prosiding Konferensi Ilmiah Tahunan “Peranan Asesmen Dan Ujian Dalam Peningkatan Mutu Pendidikan Nasional,†126–138.

Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238.

Castro, W. F., Durango-Urrego, J. H., & Pino-Fan, L. R. (2021). Preservice Teachers’ Argumentation and Some Relationships to Didactic-Mathematical Knowledge Features. Eurasia Journal of Mathematics, Science and Technology Education, 17(9), em2002. https://doi.org/10.29333/ejmste/11139

Comrey, A. L., & Lee, H. B. (1992). A First Course in Factor Analysis (2nd ed.). Lawrence Earlbaum Associates.

Doveyâ€Pearce, G., Doherty, Y., & May, C. (2007). The influence of diabetes upon adolescent and young adult development: A qualitative study. British Journal of Health Psychology, 12(1), 75–91.

Fajrin, N. I. (2015). Hubungan antara kemandirian dengan intensi berwirausaha pada mahasiswa Fakultas Psikologi Universitas Islam Negeri Maulana Malik Ibrahim Malang. Universitas Islam Negeri Maulana Malik Ibrahim.

Fitriasari, S., & Fauzi, A. (2022). Independent Learning in the Covid-19 Pandemic. Annual Civic Education Conference (ACEC 2021), 523–528.

Gök, M., & Akbas, E. E. (2019). Examining the Attitude Change of Pre-Service Elementary School Teachers towards a Course of Mathematics Education within the Framework of Theory of Didactical Situations. International Online Journal of Education and Teaching, 6(4), 879–904.

Gow, L., & Kember, D. (1990). Does higher education promote independent learning? Higher Education, 19(3), 307–322.

Hartini, T. (2017). Upaya Mengembangkan Kemandirian Emosi dan Sosial Siswa Melalui Layanan Konseling di Sekolah/Madrasah. SAINTIFIKA ISLAMICA: Jurnal Kajian Keislaman, 2(01), 87–96.

Herrenkohl, L. R., Napolitan, K., Herrenkohl, T. I., Kazemi, E., McAuley, L., & Phelps, D. (2019). Navigating fragility and building resilience: A school–university partnership to support the development of a full-service community school. Teachers College Record, 121(12), 1–40.

Hidayat, D. R., Rohaya, A., Nadine, F., & Ramadhan, H. (2020). Kemandirian belajar peserta didik dalam pembelajaran daring pada masa pandemi COVID-19. Perspektif Ilmu Pendidikan, 34(2), 147–154.

Hu, L., & 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.

Ismail, R. N., Fauzan, A., Yerizon, & Arnawa, I. M. (2021). Analysis of Student Learning Independence as the Basis for the Development of Digital Book Creations Integrated by Realistic Mathematics. Journal of Physics: Conference Series, 1742, 012041. https://doi.org/10.1088/1742-6596/1742/1/012041

Isnaini, J. F., & Azhar, E. (2021). Mathematics learning independence: The relationship of youtube as a media for mathematics learning. Desimal: Jurnal Matematika, 4(2), 177–184.

Kirkpatick, S. A., & Locke, E. A. (1991). Leadership: do traits matter? Academy of Management Perspectives, 5(2), 48–60.

Kumalasari, I. (2014). Hubungan antara self-efficacy dengan kemandirian belajar pada siswa SMPN 2 Randuagung Lumajang. Universitas Islam Negeri Maulana Malik Ibrahim.

Kusuma, D. A. (2020). Dampak penerapan pembelajaran daring terhadap kemandirian belajar (self-regulated learning) mahasiswa pada mata kuliah geometri selama pembelajaran jarak jauh di masa pandemi covid-19. Teorema: Teori Dan Riset Matematika, 5(2), 169–175.

Lee, C., & Ward-Penny, R. (2022). Agency and fidelity in primary teachers’ efforts to develop mathematical resilience. Teacher Development, 26(1), 75–93. https://doi.org/10.1080/13664530.2021.2006768

McComas, W. F. (2014). Programme for International Student Assessment (PISA). In The Language of Science Education (pp. 79–79). SensePublishers. https://doi.org/10.1007/978-94-6209-497-0_69

Meyer, B., Haywood, N., Sachdev, D., & Faraday, S. (2008). What is independent learning and what are the benefits for students. Department for Children, Schools and Families Research Report, 51, 1–6.

Moore, M. G. (1973). Toward a theory of independent learning and teaching. The Journal of Higher Education, 44(9), 661–679.

Mulyono, D., Asmawi, M., & Nuriah, T. (2018). The Effect of Reciprocal Teaching, Student Facilitator and Explaining and Learning Independence on Mathematical Learning Results by Controlling the Initial Ability of Students. International Electronic Journal of Mathematics Education, 13(3). https://doi.org/10.12973/iejme/3838

Nurfadilah, S., & Hakim, D. L. (2019). Kemandirian belajar siswa dalam proses pembelajaran matematika. Prosiding Seminar Nasional Matematika Dan Pendidikan Matematika Sesiomadika, 1214–1223.

Nurmi, J.-E. (1993). Adolescent development in an age-graded context: The role of personal beliefs, goals, and strategies in the tackling of developmental tasks and standards. International Journal of Behavioral Development, 16(2), 169–189.

Nuryanto, A., & Ramadani, R. (2022). Learning independence and teacher teaching skills: Does it affect learning outcomes when face-to-face learning is limited. Jurnal Pendidikan Vokasi, 12(2), 110–116. https://doi.org/10.21831/jpv.v12i2.50603

Putri, S. K., Hasratuddin, H., & Syahputra, E. (2019). Development of Learning Devices Based on Realistic Mathematics Education to Improve Students’ Spatial Ability and Motivation. International Electronic Journal of Mathematics Education, 14(2). https://doi.org/10.29333/iejme/5729

Rakhmawati, Y., & Mustadi, A. (2019). Self-efficacy in Primary Schools Students as Potential Characters: From the Perspective of Students’ Self-ability and Interest. Mimbar Sekolah Dasar, 6(1), 55. https://doi.org/10.17509/mimbar-sd.v6i1.15221

Respati, W. S., Yulianto, A., & Widiana, N. (2006). Perbedaan konsep diri antara remaja akhir yang mempersepsi pola asuh orang tua authoritarian, permissive, dan authoritative. Jurnal Psikologi, 4(2), 119–138.

Retnawati, H. (2016a). Analisis Kuantitatif Instrumen Penelitian (Panduan Peneliti, Mahasiswa, dan Psikometrian). Parama Publishing.

Retnawati, H. (2016b). Validitas reliabilitas dan karakteristik butir. Yogyakarta: Parama Publishing.

Saputra, E., & Fahrizal, E. (2019). The Development of Mathematics Teaching Materials through Geogebra Software to Improve Learning Independence. Malikussaleh Journal of Mathematics Learning (MJML), 2(2). https://doi.org/10.29103/mjml.v2i2.1860

Satorra, A., & Bentler, P. M. (2001). A scaled difference chi-square test statistic for moment structure analysis. Psychometrika, 66(4), 507–514.

Sheerin, S. (2014). An exploration of the relationship between self-access and independent learning. In Autonomy and independence in language learning (pp. 54–65). Routledge.

Sipayung, T. N., Imelda, I., Siswono, T. Y. E., & Masriyah, M. (2021). The significant relationship between independent and student’s motivation on online-based mathematics learning. Malikussaleh Journal of Mathematics Learning (MJML), 4(2), 137. https://doi.org/10.29103/mjml.v4i2.5608




DOI: http://dx.doi.org/10.30659/kontinu.6.2.116-132

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