Academic Motivation Scale’s psychometric attribute: analysis using Rasch measurement model

Julianto, V., Sumintono, B., Almakhi, N.P.Z. et al. Academic Motivation Scale’s psychometric attribute: analysis using Rasch measurement model. (2025). Current Psychology 44, 114-124. https://doi.org/10.1007/s12144-024-07142-7

 

Abstract

In an academic context, it is important to measure students’ academic motivation, which is closely related to learning improvement. One popular and widely used instrument to measure academic motivation is the 28-items Academic Motivation Scale (AMS) from Vallerand et al. (1989). This study aimed to evaluate the psychometric properties of the Indonesian version of AMS using the Rasch model measurement approach. A total of 1,193 Indonesian secondary school students participated in the study, and their self-reports were used to check instrument quality, including reliability, validity at the instrument level as well as at the item level. The findings showed that AMS Indonesia has adequate psychometric properties. However, four unfavorable items in one construct detected that they came from other dimensions, the rating scale used needs to be shortened, and a few items need to be revised because they have different item functioning. Further testing and refinement of the scale should be conducted


Local Wisdom-Based Multicultural Education: Muhammadiyah Experience

Mu’ti, A., & Amirrachman, A. (2025). Local Wisdom-Based Multicultural Education: Muhammadiyah Experience. Intellectual Discourse33(Special Issue 1). https://doi.org/10.31436/id.v33iSpecial Issue 1.2241

Local Wisdom-Based Multicultural Education: Muhammadiyah Experience

Abstract

Local wisdom plays a role in helping to face every day challenges. Indonesia’s society is multicultural and has a variety of local wisdom. Local wisdom is a product of thoughts, views of life, behavior, habits, and other elements produced by certain communities that show the identity and uniqueness of that community. The diversity of local wisdom can be accessed and cultivated through education because education is a place for the nation's future generations to learn and be guided as citizens and leaders. Through its network of members spread across various parts of the country, Muhammadiyah has established a large number of educational institutions from early childhood to tertiary institutions spread across the archipelago. The motivation is the da'wah of Islam through educational institutions. At the same time, Muhammadiyah carries the spirit of inclusivity as it has organised education for all. It can be said that Muhammadiyah adjusts itself to the local wisdom by accepting students regardless of religious, ethnic, citizenship and economic background. This inclusivity of Muhammadiyah educational institutions is proven by the fact that it is mostly Christian students who attend many Muhammadiyah schools and universities in the eastern parts of Indonesia. The teachers play the most important role in ensuring that a democratic, peaceful and enriching schooling eco-system comes into existence. The training of the teachers and support staff can be perceived as emphasising on three major parts: awareness, knowledge, and skills.

Keywords: local wisdom, multicultural education, inclusivity, teachers


Examining Educational Equity in Indonesia through Student Performance in the Certified Emancipated Learning Internship Program

Hakim, L., Winarti, D., Kayen, H., Numan, M., Buana, I., & Barliana, D. (2024). Examining Educational Equity in Indonesia through Student Performance in the Certified Emancipated Learning Internship Program. Aspirasi: Jurnal Masalah-masalah Sosial, 15(2), 143–157. doi:https://doi.org/10.46807/aspirasi.v15i2.4389


Changes in Students’ Socioscientific Reasoning in an Environmental Chemistry Class: Application of Multi-Facet Rasch Model

Laliyo, L., Sumintono, B., La Kilo, J., and Panigoro, C.. (2024). Changes in Students’ Socioscientific Reasoning in an Environmental Chemistry Class: Application of Multi-Facet Rasch Model. The International Journal of Assessment and Evaluation 32 (1): 49-75. doi:10.18848/2327-7920/CGP/v32i01/49-75. URL: https://cgscholar.com/bookstore/works/changes-in-students-socioscientific-reasoning-in-an-environmental-chemistry-class?category_id=cgrn 

Abstract

The primary aim of this research is to evaluate the quality of change in socioscientific reasoning (SSR) among students through the application of the multi-facet Rasch model (MFRM) within a quasi-experimental quantitative research design. The study involved thirty-one students. All participants completed a ten-item test with open-ended questions. Student responses were assessed by five raters using a rubric, and the data were analyzed using the MFRM stacking technique. The analysis revealed that the data aligned with the MFRM measurements, and there were variations in students’ SSR scores between T1, T2, and T3. The postintervention change (T1–T2) demonstrated a positive shift, indicating the effectiveness of the intervention. However, postretention changes (T2–T3) showed a negative trend, suggesting a weakening of the intervention’s meaningfulness. When examining the nature of postintervention and postretention changes together, it became apparent that a significant proportion of students (71%) exhibited weak and inconsistent changes in their SSR, with some students experiencing anomalous shifts. Importantly for the accuracy of the MFRM measure, although the intervention initially resulted in positive changes, these changes did not persist in the postretention period. This suggests there is room for improvement in the long-term impact of the intervention on students’ SSR.


Intolerance of Uncertainty Predicts Happiness of Young Adults in Post COVID-19 Pandemic

Sriyanto, A.S., Hakim, L.N. Intolerance of Uncertainty Predicts Happiness of Young Adults in Post COVID-19 Pandemic. BiopsikososialJurnal Ilmiah Psikologi Fakultas Psikologi Universitas Mercubuana Jakarta, v. 8, n. 2, p. 95-104, oct. 2024. ISSN 2598-4918. Available at: https://publikasi.mercubuana.ac.id/index.php/biopsikososial/article/view/30945/8969.  doi: http://dx.doi.org/10.22441/biopsikososial.v8i2.30945.


Debunking disinformation on YouTube: a fact check on the 2024 Indonesian election

Alamsyah, P., Hakim, L. N., Wijaya, G., & Wicaksono, A. (2024). Debunking disinformation on YouTube: a fact check on the 2024 Indonesian election. Jurnal Studi Komunikasi8(3), 547 – 560. https://doi.org/10.25139/jsk.v8i3.8348 


Longitudinal Study of School Climate Instrument with Secondary School Students: Validity and Reliability Analysis with the Rasch Model

Zynuddin, S.N. & Sumintono, B. (2024).Longitudinal Study of School Climate Instrument with Secondary School Students: Validity and Reliability Analysis with the Rasch Model. Malaysian Online Journal of Educational Management, 12(4), 24-41. https://mojem.um.edu.my/index.php/MOJEM/article/view/55629

 

 

Abstract

The school climate plays a pivotal role in students’ outcomes. Previous literature has highlighted several methodological approaches employed in the school climate domain, including longitudinal studies. However, little is known about the validity and reliability of school climate instruments for longitudinal studies using Rasch analysis. Rasch model is a powerful approach to validate assessment on both item and test levels. Rasch model is coined from the probability of each response and includes item difficulty parameters to characterize the measured items. Moreover, the score represents the item and the person involved with the assessment.   Thus, the current study aimed to validate school climate instruments for longitudinal studies with a six-month gap within the context of secondary school students by utilising Rasch analysis. This study evaluated aspects of reliability and validity, such as unidimensionality, rating scale analysis, item fit statistics, item targeting, and differential item functioning. A total of 1,495 secondary school students from public schools in Selangor, Malaysia, completed a 28-item Malay version of the school climate survey at Time-1 and Time-2, with a six-month gap. The results of the Rasch analysis indicated that the instrument had excellent reliability and separation indices, excellent unidimensionality and construct validity, a functional rating scale, good item-person targeting, and good item fit statistics. The current findings provided valid and reliable insights pertinent for policymakers to strategise interventions and initiatives to enhance the quality of school climate and overall education, particularly in the Asian context.


Exploring Interactive Read Aloud Literacy Learning and Quality Books in the Merdeka Curriculum

Durriyah, T. L., Niasari, C., & Afriyanti , I. (2024). Exploring Interactive Read Aloud Literacy Learning and Quality Books in the Merdeka Curriculum. Pedagogia: Jurnal Pendidikan, 13(2), 306-319. https://pedagogia.umsida.ac.id/index.php/pedagogia/article/view/1718


Measuring the Impact of Islamic Values-Based Scientific Literacy on Scientific Competency of Madrasah Teachers

Asiyah, Febrini, D., Topano, A., Mustamin, A.A, and Hakim, M.A.R. (2024).  Measuring the Impact of Islamic Values-Based Scientific Literacy on Scientific Competency of Madrasah Teachers. International Journal of Learning, Teaching and Educational Research. Vol 23 (4), 476-496. https://doi.org/10.26803/ijlter.23.4.25 https://www.ijlter.org/index.php/ijlter/article/view/10068


Unleashing the potential: spatializing middle school mathematics for enhanced learning

Winarti, D.W., Patahuddin, S.M. & Lowrie, T. Unleashing the potential: spatializing middle school mathematics for enhanced learning. Educ Stud Math (2024). https://doi.org/10.1007/s10649-024-10343-3  

 

Abstract

This study assessed the effectiveness of a spatialized mathematics intervention on the mathematical performance and spatial visualization skills of students from an underprivileged Indonesian community. Grade 8 students (N = 407) were assigned to one of twelve experimental classes, receiving the spatial mathematics intervention, or one of seven control classes, continuing with the standard mathematics curriculum. Prior to and following the intervention, a pre-test and post-test design was administered. The data were analyzed using Analysis of Covariance to ascertain the effect of the intervention. Results revealed that the students in the experimental group exhibited significant improvements in spatial visualization skills and mathematics performance (including both spatial and non-spatial competencies), compared to the control group. Importantly, the findings provide evidence that the transfer effects of the spatialized curriculum occur differentially for students of varying ability levels. The findings highlight the importance of spatial intervention in enhancing mathematics performance and spatial visualization skills. The study suggests potential avenues for a paradigm shift in mathematics education that recognizes and embraces the profound influence of spatial thinking.
Keywords
Spatializing mathematicsGeometryMathematics performanceSpatial visualization skills


Privacy Preference Center

Perubahan Pola Interaksi Pengguna Digital Hari Ini Mengungkap Kebiasaan Baru dalam Menikmati Platform ModernLucky Neko Kian Menarik Dicermati setelah Infrastruktur Berbasis AI Membuat Sistemnya Lebih Responsif terhadap Perubahan DigitalPengendalian Emosi Kini Dipandang Kian Penting karena Mempengaruhi Pengambilan Keputusan di Era AIMahjong Ways Kembali Dikaji lewat Distribusi Simbol untuk Menelusuri Evolusi Fitur Interaktif yang Terus BerkembangScatter Wild di Mahjong Ways 2 Kembali Jadi Sorotan setelah Ritme Permainannya Disebut Langsung Melesat Lebih AgresifVariansi RTP Harian Kian Menarik Diteliti setelah Adaptasi Scatter Diamati dalam Sepuluh Siklus AwalMahjong Wins 3 Kian Menarik Diperhatikan setelah Arsitektur Statistik Modernnya Dinilai Memperkuat Stabilitas InfrastrukturMahjong Wins 2 Kembali Dibahas setelah Teknologi Prediksi Aktivitasnya Membentuk Pendekatan Infrastruktur yang Lebih EfisienEvolusi Perilaku Digital Kian Menarik Dikaji setelah Pengguna Dinilai Terus Beradaptasi dengan Perubahan Teknologi ModernMahjong Ways 2 Kembali Jadi Sorotan setelah Variabel Probabilitasnya Dikaitkan dengan Persepsi Keberuntungan PemainBig Data Cerdas Membentuk Arah Baru Platform Digital melalui Analisis Perilaku PenggunaSimulasi Putaran Bertahap Memetakan Karakteristik RTP Adaptif dalam Sistem Digital ModernPhoenix Rises PG Soft dan Strategi Arcade Adaptif Jadi Perbincangan setelah Dana Cepat MasukPerubahan Pola pada Sistem Digital Menjadi Fokus Kajian Berbasis Probabilitas ModernMahjong Ways 2 dan Teknik Baccarat Dikaji lewat Pendekatan Analisis Peluang Berbasis Live RTPScatter Wild Muncul Sekali, Mahjong Ways 2 Langsung Berubah Jadi Sorotan PermainanKemunculan Scatter Hitam Membawa Perubahan Ritme Permainan di Mahjong Wins 3Scatter Hitam Jadi Pusat Perhatian, Mahjong Wins 3 Tampilkan Dinamika Putaran yang BerbedaPenelitian Sistematis Mengungkap Cara Meningkatkan Konsistensi dalam Pengambilan Keputusan AdaptifPerubahan Perilaku Digital Memacu Inovasi Baru pada Sistem Analisis Berbasis AIMahjong Wilds Menghadirkan Inovasi Infrastruktur Berbasis Data untuk Mendukung Sistem Game ModernTeknologi Game Interaktif Terus Berkembang, Pengalaman Bermain Kini Lebih Adaptif dan DinamisPemodelan Probabilistik Modern Digunakan untuk Mengukur Dampak Interval Aktivitas terhadap Sistem DigitalKajian Modern Menyoroti Pentingnya Pengolahan Data dalam Mendukung Evolusi Sistem DigitalAnalisis RTP Harian Melahirkan Pendekatan Baru yang Mengikuti Dinamika Permainan DigitalKepemimpinan Cristiano Ronaldo Kembali Jadi Sorotan setelah Timing Tepat di Ruang Ganti Dinilai MenginspirasiStruktur Varians dan Standar Deviasi di Mahjong Ways 2 Kian Menarik Dikaji lewat Pendekatan Matematika ModernPengganda Nilai di Mahjong Ways Kembali Dibahas setelah Teori Peluang dan Statistik Menyoroti MekanismenyaAkselerasi Platform Mobile Kini Mendorong Revolusi Teknologi yang Kian Pesat di IndonesiaDunia Kasino dan Ekspedisi Fantasi Kian Menarik Dipadukan dalam Pengalaman Digital yang Penuh KejutanObservasi Berkelanjutan Ungkap Timing Terukur yang Menjaga Stabilitas Keputusan DigitalFree Spins Mahjong Ways 2 Jadi Sorotan, Begini Analisis Psikologi di Balik Ekspektasi PemainFenomena Putaran Variatif Mulai Terbaca, Observasi Ini Ungkap Perubahan Perilaku SistemPendekatan Terstruktur Gabungkan Kendali Risiko dan Pola Adaptif untuk Efisiensi DigitalPG Soft Percepat Inovasi Monitoring Digital lewat Teknologi Analitik ModernPerubahan Kebiasaan Pengguna Internet Bentuk Arah Baru Hiburan Digital Berbasis TeknologiAnalisis Data Modern Bantu Membaca Perubahan Tren Digital yang Terus BerkembangTransformasi Teknologi Digital Tunjukkan Arah Baru Platform Interaktif Masa KiniSistem Pengolahan Informasi Berbasis RTP Dorong Performa Game yang Lebih OptimalAnalisis Data Hari Ini Ungkap Faktor yang Mendorong Perkembangan Platform Digital ModernKajian Komprehensif Dampak Sosio Ekonomi Game Online terhadap Pola Pikir Produktif Generasi Muda IndonesiaSistem Statistik Adaptif pada Power of Thor sebagai Pendekatan Baru dalam Membaca Jalur Kombinasi DigitalRekayasa Teknologi Monitoring Berbasis AI di Mahjong Wilds sebagai Pilar Transformasi Digital ModernPenyederhanaan Strategi Digital untuk Meningkatkan Efisiensi Pengambilan Keputusan Secara Lebih TerukurPenelitian Perilaku Digital dalam Menelaah Variabel Penting pada Putaran Adaptif Sistem ModernAnalisis Faktor Perubahan Minat Pemain terhadap Informasi Permainan di Era Komunitas DigitalEvolusi Teknologi Observasi Adaptif pada Mahjong Ways 2 dalam Membentuk Standar Baru Infrastruktur DigitalStrategi Digital RTP Live Mahjong Ways Melalui Pendekatan Sistem Adaptif PG Soft ModernSistem AI Terintegrasi dalam Infrastruktur Kasino Online dan Perubahan Cara Pemain Memahami Informasi DigitalInfrastruktur Digital Modern Melalui Pendekatan Teknologi Adaptif yang Lebih Efisien dan TerukurEksperimen Probabilistik terhadap Pola Bonus Adaptif untuk Memahami Dinamika Sistem DigitalMonitoring Adaptif sebagai Penguat Infrastruktur Kasino Digital dalam Menghadapi Dinamika Sistem ModernPengembangan Teknologi Analitik Infrastruktur pada Mahjong Ways untuk Membangun Solusi Digital yang KonsistenMekanisme Volatilitas Game Online Melalui Pendekatan Matematika dan Teori Peluang BerkalaEksekusi Taktis Analisis Rasio Strategi dan Teknik Sinkronisasi Pola RTP LiveAnalisis Perubahan Cara Pemain Menentukan Keputusan Berdasarkan Informasi Komunitas DigitalDekonstruksi Algoritma RTP Live Mahjong Ways PG Soft dan Roulette dalam Perspektif Strategi ModernIntegrasi Komputasi Cerdas Melalui Mahjong Wins 3 untuk Mendorong Kemajuan Pengelolaan Platform DigitalPrediksi Arah Perkembangan Teknologi Mahjong Melalui Pendekatan Analisis Data yang Lebih AdaptifPendekatan Komputasi Berbasis RTP dalam Meningkatkan Akurasi Analisis Platform Digital ModernMahjong Ways 2 dalam Kajian Preferensi Reward dan Temporal Discounting Pemain ModernEksperimen Kognitif terhadap Pola Adaptif dalam Membaca Efisiensi Aktivitas Digital BerkelanjutanAnatomi Desain Algoritma Permainan Digital dan Implikasinya terhadap Keadilan Distribusi HasilKenaikan Multiplier Menjadi Sorotan Saat Comeback Dramatis Terjadi pada Babak KeduaPendekatan Data RTP Harian untuk Memahami Dinamika Permainan Secara Lebih TerukurPerubahan Cara Pemain Memahami Informasi PG Soft Modern dalam Ekosistem DigitalFaktor yang Membuat Komunitas Permainan Digital Semakin Aktif Bertukar InformasiStruktur Kombinasi Mahjong Ways 2 dalam Pendekatan Analitik yang Menarik untuk DipelajariOptimalisasi Teknologi Pemantauan Cerdas di Mahjong Wins 3 untuk Menjaga Konsistensi Operasional PlatformSelf-Serving Bias di Mahjong Saat Kemenangan Dianggap Skill dan Kekalahan Disalahkan ke Sistem
Evaluasi CIPP Statistik Tim Nasional Sepak Bola Portugal vs Tim Nasional Sepak Bola Kroasia dan MaxwinRevitalisasi Nonton Bola Piala Dunia 2026 memakai Mahjong GameStudi Kasus Luka Modric dengan Dragon TigerRancang Prediksi Skor Swiss vs Aljazair Menggunakan Game ProviderDekonstruksi Portugal vs Kroasia Live menggunakan DominoPertanggungjawaban Skor Akhir Portugal vs Kroasia dengan PGSOFTPengaruh Skor Portugal Kroasia terhadap SportsbookBagaimana Live Streaming Portugal vs Kroasia Mengubah Tren Live SportsIntegrasi Teknologi Cristiano Ronaldo menggunakan Sic BoKonstruksi Susunan Pemain Tim Nasional Sepak Bola Portugal vs Tim Nasional Sepak Bola Kroasia dengan Crash GameRekonstruksi Statistik Tim Nasional Sepak Bola Swiss vs Tim Nasional Sepak Bola Aljazair memakai BaccaratMengapa Statistik Tim Nasional Sepak Bola Portugal vs Tim Nasional Sepak Bola Kroasia Berkaitan dengan Live SportsTransformasi Portugalvs Kroasia dengan Mahjong WaysFaktor Siaran Langsung Piala Dunia 2026 Hari Ini dan SBOKomparasi Streaming Piala Dunia dan Board GamesAnalisis Portugal vs Spanyol Menggunakan Pragmatic GamesEksplorasi Live TVRI Sport Piala Dunia 2026 menggunakan Instant WinFormulasi Hasil Portugal vs Kroasia Piala Dunia 2026 memakai Instant WinMitidasi Live Piala Dunia melalui Scan QRISHubungan Biomekanika Swis vs dengan Entertainment Games