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Analysis of Items with Item Response Theory (IRT) Approach on Final Assessment for Al-Quran Hadith Subjects
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Abstract
Measurement in the field of education, especially the teaching and learning process can be done with measuring tools in the form of tests and non-tests. Islamic Religious Education is considered the same as other subjects. to realize student success is also measured through evaluation, which is a systematic process to obtain information about the effectiveness of teaching and learning activities. In addition, it can also assist teachers in achieving learning objectives and describe student achievement in accordance with predetermined criteria. This study aims to analyze the Year-End Assessment of MAN 2 Bantul for the 2020/2021 academic year consisting of 25 multiple-choice questions. The items analyzed in the report have a total number of responses of 265 students. Item analysis using analysis with modern test theory ( Item Response Theory ). The results showed that the results of the model fit test showed that the instrument fit on the 2 PL model (Logistics parameter) with the lowest AIC value, namely 4874.85. The results of the parameter analysis of the level of difficulty indicate that there are 4 questions that are categorized as very easy, 4 easy questions, 15 moderate questions, 1 difficult question, and 1 very difficult question. This shows that the distribution of the difficulty level parameters is quite balanced. The results of the analysis of the different power parameters show that there are 23 good questions, 1 fairly good question, and 1 bad question. This shows that the different power level parameters are quite good. The results of the estimation of students' abilities with the MLE estimator showed that there were no students who had abilities below -4. There are 15 students with abilities above 2.00. There are 165 students who fall into the good category (ability -2 to 2 and 9 students who have abilities below -2. Based on the plot of the information function, it can be concluded that the optimal test if given to individuals with low abilities is around -1.2. Accurate questions to measure students' abilities with a range of -2.5 to 1.2.
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References
Abdullah, M. Q., T. R. Ramalis, and ... 2019. “Karakteristik Tes Keterampilan Berpikir Kreatif Pada Mata Pelajaran Fisika SMA Materi Fluida Statis Melalui Analisis Teori Respon Butir.” … (Wahana Pendidikan Fisika ….
Ahmad, Iqbal Faza, and Sukiman Sukiman. 2019. “Analisis Higher Order Thinking Skills (HOTS) Pada Soal Ujian Akhir Siswa Kelas 6 KMI Dalam Kelompok Mata Pelajaran Dirosah Islamiyah Di Pondok Modern Tazakka Batang.” Jurnal Pendidikan Agama Islam 16(2):137–64. doi: 10.14421/jpai.2019.162-02.
Alifa, Tasya Fitria, Taufik Ramlan Ramalis, and Unang Purwana. 2018. “Karakteristik Tes Penalaran Ilmiah Siswa SMA Materi Mekanika Berdasarkan Analisis Tes Teori Respon Butir.” Jurnal Inovasi Dan Pembelajaran Fisika 5(1):80–89.
Andayani, Asri, Purwanto, and Taufik Ramlan Ramalis. 2019. “Kajian Implementasi Teori Respon Butir Dalam Menganalisis Instrumen Tes Materi Fisika.” Seminar Nasional Fisika 1(1):37–42.
Anisa, Anisa. 2013. “Perbandingan Penskoran Dikotomi Dan Politomi Dalam Teori Respon Butir Untuk Pengembangan Bank Soal Matakuliah Matematika Dasar.” Jurnal Matematika, Statistika Dan Komputasi 9(2):95–113. doi: 10.20956/jmsk.v9i2.3402.
Arlinwibowo, Janu, Samsul Hadi, and Eric Maurteen Firdaus. 2020. “Validasi Persepsi Siswa Terhadap Pembelajaran Sains Dengan Teori Respon Butir Multidimensi.” Jurnal Ilmu Komputer Dan Matematika 1(1):7–14.
Azizah, Nur, and Muhammad Zainudin. 2020. “Evaluasi Pembelajaran Pendidikan Agama Islam (Studi Di SMK Muhammadiyah 1 Dan SMK Muhammadiyah 2 Kota Palembang).” Edification Journal: Pendidikan Agama Islam 2(2):133–43. doi: 10.37092/ej.v1i2.139.
Balsis, Steve, Tabina K. Choudhury, Lisa Geraci, Jared F. Benge, and Christopher J. Patrick. 2018. “Alzheimer’s Disease Assessment: A Review and Illustrations Focusing on Item Response Theory Techniques.” Assessment 25(3):360–73. doi: 10.1177/1073191117745125.
Darmawan, M. D., D. E. Tarigan, and A. F. C. Wijaya. n.d. “Karakteristik Tes Keterampilan Proses Sains Siswa Pada Materi Fluida Statis Berdasarkan Analisis Teori Respon Butir.” WaPFi (Wahana Pendidikan ….
Fitriani, Lani, Taufik Ramlan Ramalis, and Ridwan Efendi. 2019. “Karakterisasi Tes Keterampilan Proses Sains Materi Fluida Statis Berdasarkan Teori Respon Butir.” Omega: Jurnal Fisika Dan Pendidikan Fisika 5(2):27–27. doi: 10.31758/omegajphysphyseduc.v5i2.27.
Foster, Garett C., Hanyi Min, and Michael J. Zickar. 2017. “Review of Item Response Theory Practices in Organizational Research: Lessons Learned and Paths Forward.” Organizational Research Methods 20(3):465–86. doi: 10.1177/1094428116689708.
Halijah. 2018. “Kualitas Soal Ujian Sekolah Berstandar Nasional Mata Pelajaran Matematika Tingkat SMA Berdasarkan Teori Tes Klasik Dan Teori Respon Butir.” masters, Universitas Negeri Makassar.
Hullin, CL, F. Drasgow, and CK Parsons. 1983. “Item Response Theory.” Homewood, Illinois: Dow Jones-Irwin.
Ishak. 2019. “Analisis Kualitas Soal Ujian Sekolah Berbasis Nasional Mata Pelajaran IPA SMP Negeri Di Kabupaten Luwu Timur Berdasarkan Teori Respon Butir.” masters, Universitas Negeri Makassar.
Istiyono, Edi. 2020. Pengembangan Instrumen Penilaian Dan Analisis Hasil Belajar Fisika Dengan Teori Tes Klasik Dan Modern. Yogyakarta: UNY Press.
Kurniawan, Devi Dwi. 2015. “Analisis Kualitas Soal Ujian Akhir Semester Matematika Berdasarkan Teori Respon Butir.”
Kurniawati, Indah Rizqi, Purwo Susongko, and Paridjo. 2017. “Penyusunan Instrumen Tes Diagnostik Materi Ajar Operasi Hitung Aljabar dengan Pemodelan Teori Respon Butir (Studi Pengembangan pada Pembelajaran Matematika di SMP Negeri 1 Adiwerna Tahun Ajaran 2016/2017).” JPMP (Jurnal Pendidikan MIPA Pancasakti) 1(1). doi: 10.24905/jpmp.v1i1.784.
Linden, Ariel. 2018. “Review of Tenko Raykov and George Marcoulides’s a Course in Item Response Theory and Modeling with Stata.” Stata Journal 18(2):485–88. doi: 10.1177/1536867x1801800213.
Malatesta, Jaime, and Won-Chan Lee. 2019. “Software Review of IRTEQ, STUIRT, and POLYEQUATE for Item Response Theory Scale Linking and Equating.” Measurement: Interdisciplinary Research and Perspectives 17(1):48–59. doi: 10.1080/15366367.2018.1539558.
Mardapi, Djemari. 2012. “Pengukuran Penilaian Dan Evaluasi Pendidikan.” Yogyakarta: Nuha Medika 45.
Matondang, Panyahuti, Nizwardi Jalinus, and Ambiyar Ambiyar. 2020. “Analisis Pemetaan Kemampuan Numerik Siswa SMK Model Teori Respon Butir.” INVOTEK: Jurnal Inovasi Vokasional Dan Teknologi 20(3):11–22. doi: 10.24036/invotek.v20i3.640.
McGrory, Sarah, Jason M. Doherty, Elizabeth J. Austin, John M. Starr, and Susan D. Shenkin. 2014. “Item Response Theory Analysis of Cognitive Tests in People with Dementia: A Systematic Review.” BMC Psychiatry 14(1). doi: 10.1186/1471-244X-14-47.
Mulyani, S., R. Efendi, and T. R. Ramalis. 2021. “Karakterisasi Tes Keterampilan Pemecahan Masalah Fisika Berdasarkan Teori Respon Butir.” JURNAL Pendidikan Dan ….
Parmaningsih, Triwik Jatu, and Dewi Retno Sari Saputro. 2021. “Rasch Analysis on Item Response Theory: Review of Model Suitability.” AIP Conference Proceedings 2326. doi: 10.1063/5.0040305.
Rahmaini, Anida, and Aditya Nur Taufiq. 2018. “Analisis Butir Soal Pendidikan Agama Islam Di SMK N 1 Sedayu Tahun Ajaran 2017/2018.” Jurnal MUDARRISUNA: Media Kajian Pendidikan Agama Islam 8(1):1–24. doi: 10.22373/jm.v8i1.2787.
Rahman, Aulia. 2021. “Analisis Karakteristik Tes Higher Order Thinking Skills (HOTS) Pada Materi Momentum Dan Impuls Menggunakan Teori Respon Butir.” other, Universitas Pendidikan Indonesia.
Rusmayani, Rusmayani. 2020. “Analisis Butir Soal Penilaian Akhir Semester Genap Mata Pelajaran Pendidikan Agama Islam Di SMP Bintang Persada Tabanan-Bali.” Widya Balina 5(9):42–49.
Sainuddin, Syamsir. 2018. “Analisis Karakteristik Butir Tes Matematika Pada Tes Buatan MGMP Matematika Kota Makassar berdasarkan Teori Moderen (Teori Respon Butir).” Proximal: Jurnal Penelitian Matematika dan Pendidikan Matematika 1(1).
Sarea, Muh Syahrul. 2018. “Karakteristik Soal Ujian Akhir Semester Pendidikan Agama Islam Dan Budi Pekerti Tingkat Sekolah Dasar.” An-Nahdhah 11(2):303–18.
Sarea, Muh Syahrul, and Samsul Hadi. 2015. “Analisis Kualitas Soal Ujian Akhir Semester Mata Pelajaran Kimia SMA Di Kabupaten Gowa.” Jurnal Evaluasi Pendidikan 3(1):35–43.
Snipes, Michael, and D. Christopher Taylor. 2014. “Model Selection and Akaike Information Criteria: An Example from Wine Ratings and Prices.” Wine Economic and Policy 1. doi: http://dx.doi.org/10.1016/j.wep.2014.03.001.
Sugiarto, Muh. 2018. “Analisis Kualitas Soal Ujian Sekolah Berstandar Nasional Mata Pelajaran Fisika Kelas XII IPA SMA Negeri Kabupaten Enrekang.” masters, Universitas Negeri Makassar.
Syam, Aldo Redho. 2019. “Guru dan Pengembangan Kurikulum Pendidikan Agama Islam di Era Revolusi Industri 4.0.” TADRIS: Jurnal Pendidikan Islam 14(1):1–18. doi: 10.19105/tjpi.v14i1.2147.
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