Cultivating distance learning: Developing and validating online teacher engagement scale using Rasch model

Kristiana, I. F., Simanjuntak, E., Sumintono, B., Prihatsanti, U., & Shofiefany, C. N. (2026). Cultivating distance learning: Developing and validating online teacher engagement scale using Rasch model. Jurnal Psikologi, 25(2), 176-193. https://doi.org/10.14710/jp.25.2.176-193

 

Abstract

Background: Teacher engagement plays a crucial role in determining the success of online learning, particularly as digital education becomes increasingly prevalent. However, instruments to accurately assess teachers’ engagement in online learning contexts remain limited.

Purpose: This study aimed to develop and validate a measurement scale to assess teacher engagement in online learning.

Method: The study involved 411 teachers from elementary to middle schools across various regions in Indonesia. The initial version of the Online Teacher Engagement Scale (OTES) consisted of 40 items measured using a five-point Likert scale. Data were analyzed using the Rasch model.

Findings: The analysis demonstrated that the OTES possessed strong psychometric properties, with a person reliability index of .89 and an item reliability index of .99. The 32 items were valid after passed some item tests criteria in the Rasch analysis. The explained raw variance of 38% suggested that the OTES measured the intended construct adequately, although five items displayed gender-based DIF, leading to their exclusion.

Implication: OTES has broad potential as an evaluation instrument for schools, universities, and teacher training institutions in monitoring the level of teacher involvement during online learning.


Beyond ritual compliance: Rethinking religious education in an Islamic boarding school

Maulana, M., Al Faruqi, M. I. H., & Ganiswari, S. (2026). Beyond ritual compliance: Rethinking religious education in an Islamic boarding school. British Journal of Religious Education, 1–18. https://doi.org/10.1080/01416200.2026.2734383

 

 

 

ABSTRACT

Islamic boarding schools are designed to provide holistic education integrating intellectual, moral and spiritual development, with religious education positioned at the core of daily life to cultivate spiritually conscious students (insan kamil). However, in practice, religious education within the dormitory setting is often perceived by students as routine obligations rather than meaningful formative process. This study explores how students perceive religious education in an Islamic boarding school and how these perceptions shape their motivation and engagement in religious practices. Employing a qualitative reflective–interpretive design, data were collected through participant observation of religious learning and worship activities, in-depth interviews with eight students, and researchers’ reflexive field notes as insider educators. Thematic analysis revealed that religious education is largely experienced as formalistic and compliance-driven. Students’ participation in religious activities is predominantly motivated by extrinsic factors, particularly institutional rules and disciplinary sanctions, rather than intrinsic spiritual awareness. Moreover, religious education is perceived as less legitimate and less consequential than formal academic schooling. These conditions constrain the transformative potential of Islamic education. The study calls for reorientation towards dialogical and reflective pedagogies that prioritise meaning-making and the internalisation of spiritual values, enabling boarding schools to more effectively nurture holistic and spiritually grounded students.

 


Assessing Teacher Competency Disparities Through Rasch and DIF Analysis

Rahim, M., Laliyo, L. A. R., Sumintono, B., & Lakadjo, Moh. A. (2026). Assessing Teacher Competency Disparities Through Rasch and DIF Analysis. The International Journal of Assessment and Evaluation. https://doi.org/10.18848/2327-7920/cgp/a182

 

 

Abstract: Mapping disparities in teacher competencies is essential for advancing equitable education quality in Indonesia. This study investigates the psychometric quality of three teacher competency instruments—the Questionnaire on Teacher Interaction (QTI), Teacher Reflective Practice Questionnaire (TRPQ), and Teacher Knowledge Creation Questionnaire (TKCQ)—and examines competency disparities across teacher demographic groups with explicit attention to measurement fairness. A cross-sectional quantitative survey was conducted with 511 elementary and junior high school teachers in Gorontalo Province. Data were analyzed using the Rasch Measurement Model to evaluate model fit, item and person reliability, unidimensionality, rating scale functioning, and Differential Item Functioning (DIF). The results indicate that all three instruments demonstrated good overall fit to the Rasch model, with very high item reliability (≥0.97) and person reliability ranging from moderate (QTI = 0.68) to very good (TKCQ = 0.86). The rating scales functioned optimally, and item–person targeting was particularly strong for the QTI and TRPQ instruments. DIF analysis revealed meaningful disparities in teacher competencies associated with certification status, teaching experience, and school location, indicating structural inequities rather than measurement bias. These findings confirm the validity and fairness of the instruments and underscore the importance of Rasch–DIF-based analyses for diagnosing competency gaps. The study recommends the implementation of tiered, data-driven professional development (PD) programs to support equitable and targeted teacher competency enhancement.


How organizations learn: investigating boundary crossing activities for redesigning equity-oriented principal preparation programs

Awaludin, A., & Halverson, R. R. (2026). How organizations learn: investigating boundary crossing activities for redesigning equity-oriented principal preparation programs. Cogent Education, 13(1). https://doi.org/10.1080/2331186X.2026.2697539

 

 

 

Abstract

This paper examines how multi-institutional partnerships drive systemic changes in equity-centered principal preparation programs (PPPs). Using a district partnership team (DPT) within the Equity Leadership Pathway (ELP, pseudonym) initiative in the United States as the case study, we apply a multilevel boundary-crossing framework to analyze how organizations learn as universities, districts, and state agencies navigate bureaucratic and cultural friction. Our findings reveal that these discontinuities were not mere barriers, but vital catalysts for ideological negotiation and institutional reforms. Through identification, coordination, reflection, and transformation mechanisms, the stakeholders co-governed the leadership development program to bridge the theory-practice gap. Future research should include longitudinal data to explore how this equity-centered training could impact leadership practices, school environments, and long-term student learning outcomes.


The Development of Sustainability and Education Research in Indonesia: A Systematic Literature Review.

Nurulsari, N., Sumintono, B., & Hariri, H. (2026). The Development of Sustainability and Education Research in Indonesia: A Systematic Literature Review. Education Sciences, 16(7), 1101. https://doi.org/10.3390/educsci16071101  

 

Abstract

The future of the planet depends largely on human beings, who currently occupy a dominant position among living species. This condition highlights the importance of global efforts to ensure that the sustainability of life on Earth remains a central priority, as articulated in the Sustainable Development Goals (SDGs). This paper investigates how sustainability and education have been represented in research publications in Indonesia. This study reviews the development of sustainability and education research in Indonesia using a systematic literature review (SLR) supported by structured content analysis and descriptive mapping. A total of 362 documents were retrieved from the Scopus database using specific keywords. The systematic review reveals an upward trend in publications over the past nine years, with universities in Java playing a dominant role, and a significant acceleration in knowledge production during the last five years. This increase is accompanied by growing diversity in research topics, domains, keywords, and methodological approaches. One of the most notable findings is the prominence of service-based learning (SBL), which appears to be a distinctive feature of higher education pedagogy in Indonesia.

When enjoyment and interest are not enough: Adaptation and psychometric evaluation of the foodie index in Indonesia and contextual variation in food involvement

Rangka, I. B., Hidayah, N., Hanurawan, F., Eva, N., Muslihati, M., Sumintono, B., & Zhang, Q. (2026). When enjoyment and interest are not enough: Adaptation and psychometric evaluation of the foodie index in Indonesia and contextual variation in food involvement. Food Quality and Preference, 106018. https://www.sciencedirect.com/science/article/abs/pii/S0950329326001722

 

 

Abstract

The Foodie Index (TFI) has been extensively validated in the Global North, but evidence from the Global South remains limited. This raises questions about whether food enjoyment and involvement are expressed similarly across cultures. We conducted two complementary studies. Study 1 (n = 617; M = 34.55, SD = 14.24) translated and psychometrically evaluated an Indonesian TFI (ID-TFI). Results showed strong internal consistency and adequate Rasch measurement properties. However, Item 1 (“I like food”) exhibited a low factor loading, an AVE below the threshold, and substantial differential item functioning, leading to its removal. The resulting 11-item ID-TFI exhibited item-level properties more characteristic of a food-involvement measure than of a general food-liking measure. Using the adapted scale, Study 2 examined response heterogeneity among 2980 participants (M = 37.30, SD = 15.22) via the Rasch Rating Scale Tree in a large convenience sample drawn from across Indonesia. Findings indicate that enjoyment and interest are the most inclusive and least resource-demanding domains of food involvement, whereas items reflecting sustained investment of time, money, and knowledge were endorsed primarily by the foodie group. We identified gender, age, and food neophobia as highly stable sources of heterogeneity. Conversely, economic status was a context-dependent modifier, shifting endorsement thresholds only for monetary-investment items. Overall, the 11-item ID-TFI provides a structurally coherent and internally consistent measure of food enjoyment and involvement for research purposes in the Indonesian context; its suitability for applied uses such as consumer profiling or programme evaluation awaits criterion-related validation.

Keywords

Food involvement; Foodie Index; Rasch model; Rasch tree; Differential item functioning; Cross-cultural adaptation; Psychometric evaluation;
Indonesian context

Multi-rater assessment in systematic reviews: A methodological innovation in forest higher education literature

Larasatie, P., Sumintono, B., Rodríguez-Piñeros,S., Zamora-Cristales, R., Biju, A., & Chamlagain, K. (2026). Multi-rater assessment in systematic reviews: A methodological innovation in forest higher education literature. BioProducts Business, 11, 3 pp 35-46. https://biobus.swst.org/index.php/bpbj/issue/view/201

 

Abstract:

Systematic literature reviews (SLRs) are essential for synthesizing evidence in forest higher education, yet the reliability of article selection often hinges on subjective expert judgment. As forest education evolves to meet global challenges, such as climate change, digitalization, and market dynamics, educators must navigate an overwhelming volume of
literature to identify high-quality science that fosters critical thinking and holistic understanding. This study introduces the Many Facet Rasch Model (MFRM) as a methodological innovation for evaluating multi-rater assessments of the forest higher education literature, offering a transparent and replicable framework for evidence synthesis. Five experts, who served as raters, assessed ten articles using six calibrated criteria (originality, comprehensiveness of literature review, methodology, scientific value of findings, related issues with forest higher education, and quality of analysis). The results demonstrate that MFRM can identify psychometrically sound evaluations, rank article quality, and diagnose criteria, particularly in comprehensiveness of the literature review and difficulty, most notably in literature review comprehensiveness and methodological rigor. This research provides practical guidance for forest higher education practitioners seeking to select pedagogically valuable resources. By enhancing transparency and reproducibility in literature evaluation, MFRM strengthens forest higher education’s capacity to train future foresters with precision, integrity, and relevance


Scoping Review Using VOSviewer on Research of Socio-Scientific Issues in Education

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Winarti, D.W., Rosyada, M.N., Krisnawati, N.M. et al. Scoping Review Using VOSviewer on Research of Socio-Scientific Issues in Education. Can. J. Sci. Math. Techn. Educ. 26, 63 (2026). https://doi.org/10.1007/s42330-026-00490-5

 

Abstract

Socio-scientific issues (SSI) are complex real-world problems that gain lots of attention not only from researchers and policy makers but also educators considering the global challenges. Along with this increasing attention, various literature studies have been conducted, including those employing bibliometric approaches using VOSviewer, which have provided valuable insights into publication trends and research productivity. However, these studies still offer limited insight into the educational dimensions of SSI. To address this gap, this article seeks to map existing research on SSI in the field of education by providing a more comprehensive overview of the scope and breadth of the literature, particularly through an education-focused interpretation that captures the thematic structure, cross-contextual integration, and evolving global dimensions of SSI. VOSviewer was used as a tool to analyse the metadata from articles in the Scopus database. Four hundred and twenty articles written in English were gathered from the search process by using the keyword of “socioscientific issues”. The analysis results show various emerging topics in relation with socio-scientific issues. The development of integration of SSI in education is mostly found in science education and science, technology, engineering, and mathematics (STEM) education as well as in teacher training, particularly for science teachers. In addition, we also observe from the data analysis that sustainability and sustainable development, climate change, and social justice are those evolving SSIs.


Strategic leadership behaviours in Chinese schools: a Rasch model analysis.

Jiang, N., Deng, R., Perera, C. J., Sumintono, B., & Zainuddin, Z. (2026). Strategic leadership behaviours in Chinese schools: a Rasch model analysis. Asia Pacific Journal of Education, 1–25. https://doi.org/10.1080/02188791.2026.2659133

 

ABSTRACT

This study examines the strategic leadership behaviours of secondary school principals in China, where centralized governance and cultural traditions shape leadership practices. Drawing on a cross-sectional survey of 895 principals, this research adopts Pisapia’s theory of strategic leadership, which delineates five core leadership influence actions, transforming, managing, bonding, bridging, and bartering, to investigate how school leaders navigate complex educational challenges. Using the Strategic Leadership Questionnaire (SLQ) and applying the Rasch Measurement Model, this study provides a rigorous psychometric evaluation of these leadership behaviours. Findings reveal that transforming, bonding, and bartering emerge as the most dominant behaviours, highlighting the importance of proactive change, relationship-building, and negotiation in school leadership. Conversely, managing and bridging behaviours were less frequently observed, suggesting a shift away from traditional hierarchical administration towards adaptive leadership strategies emphasizing operational stability and stakeholder engagement. This study advances existing scholarship by addressing geographical and methodological gaps. While prior research in China has predominantly focused on instructional leadership, this study systematically measures strategic leadership behaviours through Rasch-based psychometric validation. The findings offer new insights into culturally responsive leadership practices and provide evidence-based recommendations to improve leadership assessments, thereby strengthening the global discourse on effective school leadership in diverse educational contexts.


The Well-Being of Early Childhood Teachers in Indonesia: Promoting Empathy to Mitigate Burnout

Rizkyanti, C.A., Mufiedatussalam, S. (2026). The Well-Being of Early Childhood Teachers in Indonesia: Promoting Empathy to Mitigate Burnout. In: Amzat, I.H., Khalifa, M. (eds) Handbook of Teachers’ Voices in the Global South. Springer International Handbooks of Education. Springer, Singapore. https://doi.org/10.1007/978-981-95-2423-5_1

 

Abstract

The well-being of teachers in the early childhood education (ECE) is a critical determinant of a high-quality learning environment. Nevertheless, burnout has been identified as a significant challenge due to the emotional demands inherent in the teaching profession. While extensive research has examined teacher burnout, the mediating role of empathy in mitigating its impact on well-being remains underexplored, especially in the Indonesian context. Therefore, this study aims to examine empathy as the mediator to reduce burnout and enhance well-being among ECE teachers in Indonesia. A quantitative research approach was utilized, employing a cross-sectional survey distributed to 526 early childhood teachers from diverse age groups and educational backgrounds in Indonesia. Data were collected using standardized instruments to assess well-being, burnout, and empathy and were subsequently analyzed using descriptive statistics and linear regression analysis through the PROCESS mediation tool. The findings from the descriptive analysis indicated that early childhood teachers exhibited high levels of well-being and empathy, whereas burnout levels were relatively low. It also demonstrated that burnout significantly predicted well-being both directly and indirectly. However, the presence of empathy was found to enhance teacher well-being, suggesting its critical role in buffering the negative effects of burnout. This study underscores the importance of empathy in mitigating the adverse consequences of burnout among early childhood teachers in Indonesia. By incorporating empathy-building initiatives into teacher training programs and institutional support systems, policymakers and educational stakeholders can formulate more sustainable strategies to enhance teacher well-being and cultivate a healthier educational environment.


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Princess Mengembangkan Material Menggunakan Procedural Reflectance LayersRepresentasi RTP Mengembangkan Visualisasi Menggunakan Bayesian Density EstimationRestrukturisasi Sweet Bonanza Mengintegrasikan Animation Layers dengan Event State TrackingSinkronisasi Mahjong Wins 3 dan Sweet Bonanza Mengembangkan Gerakan InteraktifAdaptasi Antarmuka Game Mobile Memanfaatkan Predictive Interaction LayoutBarometer Kualitas Game Mobile Mengintegrasikan Input Responsiveness BenchmarkingEksplorasi Game Mobile Menghadirkan Kontrol Berbasis Multimodal Gesture FusionInstrumentasi Pemrosesan Data RTP Live Memanfaatkan Event Stream PartitioningKasino Online Mengoptimalkan Distribusi Konten Melalui Predictive Edge PrefetchingStrategi Pertumbuhan Game Digital Mengoptimalkan Monetisasi Melalui Personalized Offer TimingTinjauan Monetisasi Game Progresif Mengembangkan Pendapatan Berbasis Subscription FlexibilityTransformasi Mahjong Ways Mengembangkan Respons Sentuhan Menggunakan Input Phase DetectionVirtualisasi Kasino Online Memanfaatkan Edge Execution untuk Pemrosesan PermintaanVisualisasi Scatter Hitam Menghadirkan Efek Menggunakan Screen Space Light Scattering
Edukasi Risiko Judi Online Membahas Risk Compensation melalui Perilaku Pemain Mahjong WaysProspect Theory Membantu Menjelaskan Perbedaan Respons terhadap Untung dan Rugi dalam Permainan Mahjong WaysFenomena Break-Even Effect pada Mahjong Ways Menjelaskan Risiko Keinginan Mengembalikan KerugianEscalation of Commitment pada Mahjong PG Soft Menjadi Contoh Perilaku Bertahan dalam Aktivitas BerisikoRecency Bias pada Mahjong Ways Menjelaskan Mengapa Hasil Terakhir Sering Memengaruhi Keputusan PemainRisk Perception Gap pada Mahjong Ways Menjadi Materi Edukasi Mengenai Perbedaan Risiko Nyata dan PersepsiReward Prediction Error pada Mahjong Ways Menjelaskan Pengaruh Hasil Tidak Terduga terhadap IngatanAnticipatory Emotion pada Mahjong PG Soft Menjelaskan Respons Emosional Menjelang Hasil PermainanVariable Reward pada Mahjong Ways Menjadi Contoh Mekanisme Psikologis dalam Mempertahankan PerhatianDopamine Anticipation pada Mahjong Ways Menjelaskan Perbedaan Harapan Hadiah dan KepuasanReward Salience pada Mahjong PG Soft Menjelaskan Mengapa Animasi Kemenangan Lebih Mudah DiingatKonsep Modular Architecture pada Mahjong Ways 2 Menjadi Referensi Pembelajaran Pengembangan Aplikasi DigitalTeknik Asset Bundling pada Mahjong PG Soft Memberikan Gambaran tentang Optimalisasi Pemuatan AplikasiDeterministic State Management pada Mahjong Digital Menjelaskan Pentingnya Konsistensi Antarmuka AplikasiPemanfaatan API pada Mahjong Online Menjadi Studi Kasus Integrasi Antarmuka dan Sistem BackendPengujian Otomatis Mahjong Wins 3 Menjadi Contoh Penerapan Quality Assurance dalam Pengembangan Perangkat LunakTeknik Texture Atlas pada Mahjong Ways Menjelaskan Optimalisasi Rendering dan Penggunaan MemoriAudit Integritas Data pada Mahjong Digital Menjadi Studi Kasus Pentingnya Keamanan Sistem InformasiVersion Control dan Cache Invalidation pada Mahjong Online Menjadi Contoh Pengelolaan Aset DigitalLiterasi Digital Masyarakat Membahas Fitur Tumble Mahjong Ways 2 dan Cara Kerja Permainan SlotEdukasi Risiko Judi Online Mengulas Fitur Multiplier Gates of Olympus dan Persepsi Peluang MenangMengenal Perbedaan Animasi PG Soft dan Pragmatic Play melalui Kajian Desain Permainan DigitalEdukasi Literasi Digital Menjelaskan Mengapa Jam Gacor Slot Online Tidak Menentukan Hasil RNGPengaruh Efek Visual Starlight Princess terhadap Perhatian Pengguna Menjadi Bagian dari Literasi Game DigitalFitur Tumble Sweet Bonanza Menjadi Contoh Pembelajaran Mengenai Desain dan Mekanisme Permainan DigitalFenomena Dua Scatter Mahjong Ways Menjelaskan Persepsi Hampir Menang dalam Psikologi PerjudianPersaingan Provider Slot dalam Industri Game Digital dan Pengawasan PemerintahanPerbedaan Strategi PG Soft dan Pragmatic Play dalam Ekonomi Digital PemerintahanKlaim Jam Gacor Slot Online Belum Terbukti dalam Edukasi Digital PemerintahanPertumbuhan Bisnis Hiburan Digital dan Perlindungan Data dalam Tata Kelola Pemerintahan
Detail Ornamen Mahjong Ways dan Perannya dalam Membangun Pengalaman Visual InteraktifPerbandingan Desain Mahjong Ways dan Starlight Princess dalam Industri Hiburan DigitalJewels of Ra dan Representasi Mitologi Mesir dalam Desain Permainan Digital ModernKiller Night dalam Kajian Tren Tema Horor dan Estetika Hiburan InteraktifChronos Sands of Eternity dan Penggunaan Konsep Waktu sebagai Elemen Narasi DigitalDouble Mummys Jewels 1000 dan Cara Angka Digunakan dalam Komunikasi Fitur GameBig Bass Christmas Blast 1000 dan Pengaruh Tema Musiman terhadap Identitas Visual GameSweet Bonanza 1000 dan Tantangan Menyampaikan Informasi Fitur melalui Simbol InteraktifGates of Olympus dan Pentingnya Transparansi Pembayaran dalam Ekosistem Hiburan DigitalRepresentasi Zeus dalam Gates of Olympus Memperlihatkan Adaptasi Mitologi ke Animasi ModernMahjong Wins 3 dan Penggunaan Animasi untuk Mengkomunikasikan Perubahan Hasil PermainanFitur Scatter Mahjong Wins 3 dalam Perspektif Desain Simbol dan Umpan Balik VisualMahjong Ways dan Peran Simbol Emas dalam Membantu Pengguna Mengenali Fitur Free SpinsMahjong Ways 2 dan Tantangan Penyajian Informasi pada Kombinasi Simbol DigitalPengaruh Animasi dan Efek Cahaya Mahjong Ways 2 terhadap Pengalaman Pengguna pada Malam HariTata Letak Mahjong Ways 2 dan Pentingnya Hierarki Visual dalam Desain AntarmukaPenggunaan Efek Perkalian dalam Game Digital dan Cara Desain Membangun Antisipasi PenggunaChests of Cai Shen Infinity dan Inspirasi Budaya Asia dalam Pengembangan Tema Visual GamePerbandingan Desain Mahjong Ways dan Gates of Olympus melalui Pendekatan Estetika DigitalEvolusi Animasi Mahjong PG Soft dan Perubahan Standar Pengalaman Visual PenggunaGates of Olympus dan Pengeluaran Kecil yang Sering Luput dari Perhatian Pengguna DigitalMultiplier x1000 Gates of Olympus Menarik Perhatian tetapi Peluang Menang Tidak Sesederhana AngkanyaViral Cerita Kemenangan Gates of Olympus Mengapa Orang Lebih Mudah Mengingat Jackpot daripada KerugianStarlight Princess Punya Daya Tarik Berbeda Berkat Perpaduan Karakter Anime dan Dunia FantasiDi Tengah Deretan Game Baru Mahjong PG Soft Tetap Dikenali lewat Identitas Visual KhasnyaDari Permainan Tradisional Tiongkok ke Mahjong PG Soft Ada Perubahan Budaya yang Menarik DitelusuriMusik dan Cahaya dalam Mahjong Ways Ternyata Punya Peran Besar dalam Membentuk Pengalaman PenggunaMengapa Tema Mahjong Terus Digunakan dalam Game Digital Ini Kaitannya dengan Nostalgia dan Budaya PopulerMahjong Wilds Mengandalkan Cluster Pays Begini Perbedaan Cara Penghitungan SimbolnyaGrafis Game Semakin Realistis tetapi Apakah Efek Visual Bisa Membuat Peluang Menang Terasa Lebih BesarGrafik Kemenangan Mahjong Slot Terlihat Naik Turun Mengapa Data Pendek Bisa MenyesatkanDesain Simbol Mahjong Ways dalam Perspektif Literasi Visual dan Pemahaman Pengguna DigitalPerpaduan Unsur Tradisional dan Teknologi Modern dalam Representasi Visual Mahjong WaysBagaimana Identitas Visual Mahjong Ways Membantu Pengguna Mengenali Informasi pada LayarMemahami Perubahan Multiplier Mahjong Ways 2 melalui Pendekatan Literasi NumerikRTP pada Permainan Digital dan Pentingnya Memahami Ekspektasi Statistik Jangka PanjangMengapa Riwayat Hasil Mahjong PG Soft Tidak Dapat Menjadi Dasar Prediksi Putaran BerikutnyaFenomena Jam Hoki Mahjong PG Soft dalam Kajian Probabilitas dan Miskonsepsi StatistikMemahami Perbedaan antara Peluang Matematis dan Cerita Kemenangan pada Mahjong Ways 2Rumor Kode Rahasia Mahjong Ways dan Pentingnya Verifikasi Informasi dalam Ruang DigitalPengaruh Desain Simbol Emas Mahjong PG Soft terhadap Persepsi Nilai dan Pengambilan KeputusanMengapa Hasil Berulang dalam Mahjong PG Soft Dapat Memengaruhi Ekspektasi PenggunaKecenderungan Mengambil Risiko setelah Hasil Positif dalam Perspektif Psikologi PerilakuLiterasi Informasi dalam Menilai Klaim Jackpot Mahjong Ways yang Beredar melalui WhatsAppMemahami Popularitas Mahjong Ways dan Gates of Gatot Kaca melalui Perilaku Pengguna DigitalFenomena Scatter Hitam Mahjong Ways dan Cara Komunitas Membentuk Persepsi terhadap PeluangPerbedaan Mekanisme Mahjong Ways dan Mahjong Wins 2 sebagai Materi Literasi Permainan DigitalMemahami Istilah Cashback dan Maxwin dalam Edukasi Risiko Keuangan Pengguna InternetVerifikasi Klaim Penghasilan dan Aktivitas Perjudian Digital dalam Percakapan Media SosialLiterasi Media dalam Menanggapi Narasi Kemenangan Mahjong Ways Bernilai Ratusan JutaMengapa Istilah Gacor Mahjong Ways Tidak Dapat Dijadikan Bukti Prediksi HasilVolatilitas Permainan Digital dalam Kajian Probabilitas dan Pengelolaan Risiko FinansialKesalahan Memahami Volatilitas dan Dampaknya terhadap Keputusan Finansial PenggunaPenggunaan Data Historis RTP Mahjong Ways dan Batasannya dalam Menafsirkan PeluangMengapa Kemiripan Pola Mahjong Wins 3 dan Gates of Olympus Tidak Membuktikan Hubungan HasilTiga Kesalahan Penalaran Statistik dalam Permainan Mahjong PG Soft yang Perlu DipahamiPengaruh Informasi Multiplier x1000 terhadap Persepsi Risiko pada Gates of OlympusMengidentifikasi Informasi yang Terverifikasi dan Rumor tentang Fitur Game DigitalMengapa Grafik Kemenangan Mahjong Ways Tidak Selalu Mencerminkan Peluang pada Putaran BerikutnyaMemahami Bias Konfirmasi dalam Penafsiran Pola Kemenangan Mahjong Slot di Media Sosial