2964-6804 Formosa Journal of Science and Technology (FJST) 2964-6804 Formosa Journal of Science and Technology (FJST) 10.55927/fjst.v5i6.81 The Influence of Self-Efficacy, Technology Support, Learning Motivation, Learning Environment, and Digital Literacy on the Pedagogical Readiness of PGMI Students at IAIN Curup Guntur Gunawan Yuyun Yumiarty

Corresponding author: Guntur Gunawan gunturgunawan@iaincurup.ac.id

5 6 1603 1628 27 04 2026 29 05 2026 30 06 2026

This study aimed to examine the effects of self-efficacy, technology support, learning motivation, learning environment, and digital literacy on the pedagogical readiness of students in the Primary Teacher Education Program (PGMI) at IAIN Curup. A quantitative survey design was employed, involving 408 students selected through stratified random sampling. Data were collected using a structured questionnaire and analyzed through Structural Equation Modeling-Partial Least Squares (SEM-PLS). The results indicated that all constructs met the required validity and reliability criteria.

Hypothesis testing revealed that self-efficacy, technology support, learning motivation, learning environment, and digital literacy each had a positive and significant effect on students' pedagogical readiness. Among these factors, learning motivation emerged as the strongest predictor, followed by learning environment, self-efficacy, technology support, and digital literacy. The findings further demonstrated that the proposed model possessed substantial explanatory power, with an R² value of 0.787, indicating that 78.7% of the variance in pedagogical readiness was explained by the five predictor variables, while the remaining variance was attributable to factors outside the model. The study concludes that pedagogical readiness is shaped by the interaction of psychological, environmental, and technological factors. These findings provide important implications for developing more comprehensive and adaptive teacher education programs to meet the demands of twenty-first-century education.

Pedagogical Readiness Self-Efficacy Technology Support Learning Motivation Learning Environment Digital Literacy
INTRODUCTION

Pedagogical readiness is one of the fundamental competencies that preservice teachers must possess to meet the increasingly complex and technology-driven demands of 21st-century education. Pedagogical readiness extends beyond mastery of learning theories and encompasses the ability to understand learners' characteristics, design instruction, select appropriate teaching strategies and media, utilize technology, conduct assessments, and reflect on the teaching and learning process.

The shift toward technology-enhanced and digitally mediated learning has transformed the role of teachers from information providers into learning facilitators. This transformation requires students enrolled in teacher education programs to develop pedagogical competencies that are not only conceptually sound but also responsive to technological advancements.

One factor that is expected to influence pedagogical readiness is self-efficacy. Within teacher education, self-efficacy plays a critical role in shaping preservice teachers' confidence in managing learning activities, completing academic tasks, and addressing professional challenges.

In addition to self-efficacy, technology support has become an increasingly important factor. It includes the availability of technological devices, internet access, ease of technology use, perceived usefulness, and comfort in utilizing technological resources.

Another important factor is learning motivation. It represents the internal drive that encourages students to actively engage in learning activities, maintain persistence, and achieve academic goals. Furthermore, the learning environment also contributes substantially, characterized by positive interactions, peer support, and a conducive academic climate.

Finally, digital literacy is a critical competency in modern education, enabling educators to access, evaluate, process, and utilize digital information critically and ethically.

LITERATURE REVIEW

Self-efficacy refers to individuals' beliefs in their ability to perform tasks and achieve specific goals. In higher education, it encourages preservice teachers to develop greater confidence in designing and managing learning processes.

Technology support encompasses infrastructure, access, and institutional support. It is essential for educators to overcome digital divides and implement innovative instructional strategies.

Learning motivation is a psychological factor that fosters self-directed learning and commitment to high-quality teaching practices. It facilitates readiness to adapt to pedagogical changes.

The learning environment provides the social and experiential support necessary to develop teaching competencies. It fosters reflection and collaboration.

Digital literacy supports the development of innovative and learner-centered instruction. It is a prerequisite for effective integration of the Technological Pedagogical Content Knowledge (TPACK) framework.

METHODOLOGY

This study employed a quantitative approach with an explanatory research design to examine causal relationships among the variables. The population consisted of 408 active PGMI students at IAIN Curup selected via stratified random sampling. Data were collected using a structured five-point Likert scale questionnaire.

Analysis was performed using Structural Equation Modeling-Partial Least Squares (SEM-PLS) via SmartPLS software. Evaluation included measurement model assessment (validity and reliability) and structural model assessment (R², effect size, and hypothesis testing via bootstrapping).

RESULTS

The measurement model evaluation confirmed that all indicators were valid and reliable. All constructs achieved Average Variance Extracted (AVE) values exceeding 0.50, and discriminant validity was established using the HTMT criterion.

Structural model evaluation showed that all five hypotheses were supported. Learning motivation had the largest contribution (β=0.301), followed by learning environment (β=0.247), self-efficacy (β=0.176), technology support (β=0.159), and digital literacy (β=0.132). The model reached an R² of 0.787, indicating high explanatory power.

DISCUSSION

The findings confirm that pedagogical readiness is a multidimensional construct shaped by psychological, environmental, and technological factors. Learning motivation emerged as the strongest predictor, highlighting the necessity for student-centered instructional strategies.

The study provides empirical evidence that integrated development strategies—combining self-efficacy enhancement, adequate technology infrastructure, and conducive learning environments—are essential for preparing future elementary teachers.

CONCLUSION AND RECOMMENDATIONS

The study concludes that self-efficacy, technology support, learning motivation, learning environment, and digital literacy significantly influence the pedagogical readiness of PGMI students. Recommendations include strengthening learning motivation through interactive strategies, improving institutional digital infrastructure, and integrating digital literacy across the teacher education curriculum.

References AbdullahN. HassanS. S. S. AbdelmagidM. AliS. N. M. 2020 Learning From the Perspectives of Albert Bandura and Abdullah Nashih Ulwan: Implications Towards the 21st Century Education Dinamika Ilmu 199 218 10.21093/di.v20i2.2423 AjaniO. A. 2024 Enhancing Problem-Solving Skills Among Pre-Service Teachers in Higher Education: A Systematic Literature Review Journal of Pedagogical Sociology and Psychology 10.33902/jpsp.202424002 AkhyarM. HidayatiW. SuharnoS. RantoR. 2024 The Influence of Industrial Internship and Self-Efficacy on Teaching Readiness of Mechanical Engineering Education Graduates Al-Ishlah Jurnal Pendidikan 16 1 220 233 10.35445/alishlah.v16i1.4296 AliM. I. 2024 Bridging the Gap: Integrating Flipped Classrooms into Legal Education in Pakistan Journal of Legal Studies 33 47 79 98 10.2478/jles-2024-0005 AljZ. BouayadA. 2024 The Impact of Motivation on MOOC Retention Rates: A Systematic Review Emerging Science Journal 8 118 146 10.28991/esj-2024-sied1-08 AlkasasbehW. J. AmawiA. T. 2024 Elevating Physical Education Teacher Through Technology Integration International Journal of Interactive Mobile Technologies (IJIM) 18 02 16 26 10.3991/ijim.v18i02.43669 Al-ShehhiH. R. EryılmazN. 2025 Technologies in Context: Examining the Pedagogical and Relational Dimensions of Laptop Use in Abu Dhabi 10.21203/rs.3.rs-7044573/v1 AmemasorS. K. OppongS. O. GhansahB. BenuwaB. AgbekoM. 2025 The Influence of Digital Professional Development and Professional Learning Communities in the Relationship Between School Digital Preparedness and Digital Instructional Integration PLoS ONE 20 7 e0328883 10.1371/journal.pone.0328883 AslanN. 2023 Classroom Climate in Early Childhood Education: A Conceptual Framework for Effective Classroom Management Üniversitepark Bülten 12 2 10.22521/unibulletin.2023.122.3 BatiT. B. WorknehA. 2020 Evaluating Integrated Use of Information Technologies in Secondary Schools of Ethiopia Using Design-Reality Gap Analysis: A School-Level Study The Electronic Journal of Information Systems in Developing Countries 87 1 10.1002/isd2.12148 BeB. 2024 Assessing Teacher Readiness for Online Teaching in Cambodian Higher Education Using Structural Equation Modeling 10.21203/rs.3.rs-5355552/v1 BrowneM. RockloffM. RawatV. 2018 An SEM Algorithm for Scale Reduction Incorporating Evaluation of Multiple Psychometric Criteria Sociological Methods & Research 47 4 812 836 10.1177/0049124116661580 CavenderR. 2022 The Impact of Instructional Effectiveness on Soft Skills Development Among College Students: Mediating and Moderating Mechanisms Journal of Textile Science & Fashion Technology 10 1 10.33552/jtsft.2022.10.000727 ChamaA. SubaveerapandiyanA. 2023 Digital Literacy Skills of Teachers: A Study on ICT Use and Purposes SSRN Electronic Journal 10.2139/ssrn.4492414 DaviesM. G. 2021 Student Agency in Translator Training: Setting a Framework for Good Practices Research in Language 19 2 117 133 10.18778/1731-7533.19.2.02 DawadiM. P. 2022 Community College Teachers’ Perceptions and Practices of ICT Integrated Teaching Journal of Bhuwanishankar 1 1 1 22 10.3126/jobs.v1i1.49490 DuncheonJ. C. HornbeckD. SagaraR. 2023 Culturally Relevant Approaches to Fostering Postsecondary Readiness in the Dual Credit English Classroom English Teaching Practice & Critique 22 3 313 326 10.1108/ETPC-09-2022-0128 EtheN. 2025 Digital Divides and Learning Outcomes in Online Education Efficacy for Bridging Socioeconomic Gaps in Delta Central Senatorial District During COVID-19 10.21203/rs.3.rs-7089766/v1 FanX. 2022 The Development of EFL Learners’ Willingness to Communicate and Self-Efficacy: The Role of Flipped Learning Approach with the Use of Social Media Frontiers in Psychology 13 10.3389/fpsyg.2022.1001283 FerranteL. VenuleoC. SternativoG. A. RolloS. CheahJ. SalvatoreS. CiavolinoE. 2022 Relationship Between View of Context, Psychosocial Malaise and Problematic Internet Use: Mediation Analysis Using Partial Least Squares Structural Equation Modelling BJPsych Open 8 4 10.1192/bjo.2022.517 HaatainenO. PernaaJ. PesonenR. HalonenJ. AkselaM. 2024 Supporting the Teacher Identity of Pre-Service Science Teachers Through Working at a Non-Formal STEM Learning Laboratory Education Sciences 14 6 649 10.3390/educsci14060649 HadadS. WattedA. BlauI. 2023 Cultural Background in Digital Literacy of Elementary and Middle School Students: Self‐appraisal Versus Actual Performance Journal of Computer Assisted Learning 39 5 1591 1606 10.1111/jcal.12820 HanY. WangY. 2021 Investigating the Correlation Among Chinese EFL Teachers’ Self-Efficacy, Work Engagement, and Reflection Frontiers in Psychology 12 10.3389/fpsyg.2021.763234 HavryshkivO. 2020 The Issue of Readiness for Professional Activity: Theoretical Aspects Polonia University Scientific Journal 38 1-2 133 143 10.23856/3858 HusainS. AliM. A. SaifiM. A. HabibS. KhanM. A. 2023 Teachers’ Readiness and Usage of Online Teaching Practices in the Kingdom of Saudi Arabia: An Empirical Investigation Journal of Education and E-Learning Research 10 4 855 867 10.20448/jeelr.v10i4.5270 IbrahemU. M. AbdelfatahH. M. KedwanyD. M. AlmankoryA. Z. DiabI. M. KaderR. A. A. 2023 The Drivers of Change for Future Learning: How Teachers Were Taught in the COVID-19 Crisis and What Will Come Next? Sustainability 15 20 14766 10.3390/su152014766 IgweP. A. MadichieN. O. ChukwuemekaO. RahmanM. OchinanwataN. UzuegbunamI. 2022 Pedagogical Approaches to Responsible Entrepreneurship Education Sustainability 14 15 9440 10.3390/su14159440 IqbalP. 2021 Effect of Organizational Climate on Secondary School Teacher’s Competence: A Gender, Locale, Qualification and Experience Base Study Pakistan Social Sciences Review 5 II 446 461 10.35484/pssr.2021(5-ii)36 KeskinS. ÇınarM. DemirÖ. 2021 A Quantitative Content Analysis of Turkish State Universities’ Official Websites in Terms of Their Preparedness and Actions During Emergency Distance Education in the Early Phase of the COVID-19 Pandemic Period Education and Information Technologies 27 1 493 523 10.1007/s10639-021-10744-4 KoltayT. Szőke-MilinteE. 2020 Complex Interdisciplinary Approach to Modelling Information Literacy Education Zagadnienia Informacji Naukowej - Studia Informacyjne 58 1A(115A) 43 56 10.36702/zin.724 KormosE. 2024 Bridging the Gap: Exploring Urban High-Needs Teachers’ Perceptions of Online Teaching Readiness and the Digital Divide Education and Urban Society 56 9 1094 1117 10.1177/00131245241261088 KovalP. КоржоваТ. KyrylenkoN. LebedykL. TyagurR. S. 2024 The Evolution of Digital Literacy of Education Blowers Conhecimento & Diversidade 16 42 463 482 10.18316/rcd.v16i42.11717 KunduA. BejT. 2025 Empowering Students’ Autonomy in EFL Learning: AI Innovations in Schools of the Global South The Electronic Journal of Information Systems in Developing Countries 91 6 10.1002/isd2.70041 LaddT. BachnikK. Nimon-PetersA. ScrocchiS. 2024 A Measure of Pedagogical Self-Efficacy That Predicts Course Evaluations for an International Sample of Management Education Faculty International Journal of Educational Management 38 5 1459 1479 10.1108/IJEM-10-2023-0502 LausaS. M. BalinarioJ. C. ArceñoM. A. T. 2024 Readiness and Exposure to Information and Communication Technology Instructional Resources Among Pre-Service Teachers Journal of Pedagogical Research 10.33902/jpr.202424722 LeijenÄ. PedasteM. BaucalA. Poom‐ValickisK. LeppL. 2024 What Predicts Instructional Quality and Commitments to Teaching: Self-Efficacy, Pedagogical Knowledge or Integration of the Two? Frontiers in Psychology 15 10.3389/fpsyg.2024.1287313 LimbongE. SetiawanI. HamiltonA. 2024 Bridging the Gap: The Reality of Digital Technology Integration by Indonesian Pre-Service EFL Teachers Script Journal: Journal of Linguistic and English Teaching 9 1 58 78 10.24903/sj.v9i1.1524 LiquidoM. G. L. PotaneJ. D. 2023 Investigating the Moderating Effect of Profile on the Relationship Between Pedagogical Knowledge Competence and Organizational Citizenship in the Context of Secondary Teachers International Journal of Membrane Science and Technology 10 2 1033 1049 10.15379/ijmst.v10i2.1409 LohmannJ. HapkeJ. TöpferC. 2023 Health-Related Professional Competence of Physical Education Teachers: Narrative Review and Heuristic Model Swiss Journal of Educational Research 45 2 164 177 10.24452/sjer.45.2.7 MadanatH. RashidR. A. HashmiU. M. AlqaryoutiM. H. MohamedM. Al-SmadiO. A. 2024 Jordanian English Language Educators’ Perceived Readiness for Virtual Learning Environment Heliyon 10 4 e25766 10.1016/j.heliyon.2024.e25766 MekheimerM. A. AbdElaalF. A. 2025 The Efficacy of Digital Inductive Models in Enhancing Linguistic Thinking Among Pre-Service FFL Student-Teachers 10.21203/rs.3.rs-7720531/v1 NdibalemaP. 2022 Constraints of Transition to Online Distance Learning in Higher Education Institutions During COVID-19 in Developing Countries: A Systematic Review E-Learning and Digital Media 19 6 595 618 10.1177/20427530221107510 NiyibiziO. 2025 Understanding Pre-Service Teachers’ Conceptions of Their Teaching Practices Preparedness in the Higher Education Context 10.21203/rs.3.rs-7264852/v1 OffermannM. 2025 The Development of Pre-Service Biology Teachers’ Intention to Use Digital Incremental Scaffolds: Insights from Guided Online Training Frontiers in Psychology 16 10.3389/fpsyg.2025.1656795 ParlakkılıçA. 2025 E-Learning Design Based on E-Learning Readiness European Journal of Education 60 1 10.1111/ejed.12924 PlessisA. E. D. DreyerJ. 2024 Reflections on Initial Teacher Education and Theoretical Framing of Applied Pedagogical Knowledge with a Context-Consciousness: An International Study Education Sciences 14 5 448 10.3390/educsci14050448 PlessisD. 2023 The Preparedness of Student Teachers in Open and Distance Learning Environments for the Classroom Education Sciences 13 9 934 10.3390/educsci13090934 RapantaC. BotturiL. GoodyearP. OrtizL. G. KooleM. 2021 Balancing Technology, Pedagogy and the New Normal: Post-Pandemic Challenges for Higher Education Postdigital Science and Education 3 3 715 742 10.1007/s42438-021-00249-1 ReddyK. G. KhanM. G. M. 2023 Constructing Efficient Strata Boundaries in Stratified Sampling Using Survey Cost Heliyon 9 11 e21407 10.1016/j.heliyon.2023.e21407 ReyesS. M. 2025 Status, Applications, and Prospects of AI in Maritime Education: Basis for Curriculum Planning 10.21203/rs.3.rs-7827795/v1 Reyna-CastilloM. RodríguezM. A. P. Ríos-SernaA. H. SantiagoA. 2022 PLS-SEM Validation for Burnout Measures in Latino College Students: A Socially Sustainable Educational Return Sustainability 14 21 14635 10.3390/su142114635 SantosaI. IskandarI. MunawarohL. A. 2024 Assessing Students’ Learning Readiness Toward Student-Centered Learning Journal of English Education and Teaching 8 1 254 268 10.33369/jeet.8.1.254-268 SchuberthF. 2020 Confirmatory Composite Analysis Using Partial Least Squares: Setting the Record Straight Review of Managerial Science 15 5 1311 1345 10.1007/s11846-020-00405-0 SebokaS. NehruJ. SimeT. 2025 Impacts of Design-Based Professional Development on Teacher Educators’ Integration of Google Apps into Course Instruction 10.21203/rs.3.rs-5535965/v1 SedekM. MohdC. K. N. C. K. 2024 Exploring Educators’ Perception of and Readiness for Hybrid Flexible Learning in Technical and Vocational Education and Training (TVET) in Higher Education Humanities and Management Sciences - Scientific Journal of King Faisal University 24 30 10.37575/h/edu/240046 SeetalI. GunnessS. TeeroovengadumV. 2021 Educational Disruptions During the COVID-19 Crisis in Small Island Developing States: Preparedness and Efficacy of Academics for Online Teaching International Review of Education 67 1-2 185 217 10.1007/s11159-021-09902-0 SemeniakoY. MardarovaI. LystopadO. RybakO. P. СамойленкоВ. Г. HrechanovskaO. 2024 Strengthening Students’ Proficiency in Digital Technologies and the SMART Society Revista Romaneasca Pentru Educatie Multidimensionala 16 1 608 622 10.18662/rrem/16.1/840 ShahS. S. ShahA. A. MemonF. KemalA. A. SoomroA. B. 2021 Online Learning During the COVID-19 Pandemic: Applying the Self Determination Theory in the New Normal Revista de Psicodidáctica (English Ed.) 26 2 168 177 10.1016/j.psicoe.2020.12.003 ShrolT. PoliukhovychN. 2021 Features of Formation of Motivation for Online Learning of Students of Pedagogical Specialties ScienceRise Pedagogical Education 4 43 4 11 10.15587/2519-4984.2021.237825 StarkeyA. ShonfeldM. PrestridgeS. CerveraM. G. 2021 Special Issue: Covid-19 and the Role of Technology and Pedagogy on School Education During a Pandemic 10.26686/wgtn.14109866.v1 SuY. YangM. ZhuW. ZhouK. XueD. WangH. XieJ. 2023 Development of Key Technologies for Intelligent Research and Development of New Materials Strategic Study of CAE 25 3 161 10.15302/j-sscae-2023.03.015 SyatrianaE. SyamsuriA. S. JonesE. RatnawatiR. 2025 Bridging Gaps in Media Literacy: A Global Synthesis of Pre-Service Teacher Competency and Educational Integration 10.21203/rs.3.rs-6983381/v1 TimmermansA. 2023 Enhancing Self-Directed Learning Readiness in Entrepreneurship Education Journal of Higher Education Theory and Practice 23 9 10.33423/jhetp.v23i9.6137 UysalF. 2025 The Impact of Extracurricular Activities on Pre-Service Teacher Professional Development: A Structural Equation Modeling Study Journal of Intelligence 13 7 87 10.3390/jintelligence13070087 VoloshynM. BabkinaМ. YaremkoH. 2022 Pedagogical Technologies for the Development of Students’ Professional Competence Revista Tempos e Espaços em Educação 15 34 e16984 10.20952/revtee.v15i34.16984 ZhengS. HeydarnejadT. AberashA. 2022 Modeling the Interplay Between Emotion Regulation, Self-Efficacy, and L2 Grit in Higher Education Frontiers in Psychology 13 10.3389/fpsyg.2022.1013370 ZhuY. SiquanX. 2025 The Impact of Pre-Service Language Teachers’ Basic Psychological Needs on Behavioural Intentions to Utilise Artificial Intelligence (AI) in Teaching: AI Literacy and Self-Efficacy as Mediators European Journal of Education 60 3 10.1111/ejed.70160 КаримоваЛ. Д. BiktagirovaG. F. IsmagilovaL. R. 2020 Developing Self-Efficacy of Future EFL Teachers 10.3897/ap.2.e0919