The Mediating Role of Social Anxiety Cognition on the Relationship between Computer Literacy Skills and Self-Motivation
Authors
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Lorenzo S. Sarmiento Sr. National High School Poblacion, Mawab, Davao De Oro (Philippines)
Article Information
DOI: 10.47772/IJRISS.2026.100300083
Subject Category: Social science
Volume/Issue: 10/3 | Page No: 1162-1197
Publication Timeline
Submitted: 2026-03-02
Accepted: 2026-03-07
Published: 2026-03-26
Abstract
This study examined the mediating role of social anxiety cognition on the relationship between computer literacy skills and self-motivation among Computer System Servicing (CSS) students of Lorenzo S. Sarmiento Sr. National High School. The research aimed to determine the level of computer literacy skills, social anxiety cognition, and self-motivation among the students, as well as the relationships among these variables. A quantitative non-experimental research design using a descriptive-correlational approach was employed. The respondents of the study consisted of 136 Senior High School CSS students selected through stratified random sampling. Data were collected through standardized questionnaires measuring computer literacy skills, social anxiety cognition, and self-motivation. The data were analyzed using the average weighted mean, Spearman’s rho correlation, and multiple regression analysis to determine relationships and mediating effects. The findings revealed that the students demonstrated a highly literate level of computer literacy skills in terms of word processing, spreadsheet use, multimedia presentation, and general computing. Results also showed a high level of social anxiety cognition among the students in terms of self-perception, social skills, emotional control, and cost estimation. Furthermore, the students exhibited a very high level of self-motivation, particularly in personal drive, commitment, initiative, and optimism. The study found significant relationships between computer literacy skills and self-motivation, between social anxiety cognition and self-motivation, and between computer literacy skills and social anxiety cognition. The results of the regression analysis confirmed that social anxiety cognition significantly mediates the relationship between computer literacy skills and self-motivation. The findings suggest that both technical competence and psychological factors play an important role in strengthening students’ motivation to learn. Therefore, educational programs that enhance computer literacy while supporting students’ emotional and social well-being may help improve their overall motivation and academic performance.
Keywords
Computer Literacy Skills, Social Anxiety Cognition, Self-Motivation, Computer System Servicing Students
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References
1. Abdulkadir et al. (2024). Appraisal Of Self-Efficacy in The Use of Microsoft Office Tools For Effective Service Delivery In The Tertiary Institutions Of Katsina State, Nigeria. https://www.seahipublications.org/wpcontent/uploads/2024/01/IJIISTR-M-6-2024.pdf [Google Scholar] [Crossref]
2. Abdulrahaman et al (2020). Multimedia tools in the teaching and learning processes: A systematic review https://pmc.ncbi.nlm.nih.gov/articles/PMC7644889/ [Google Scholar] [Crossref]
3. Abuelmaatti and Vinokur (2023). Enhancing graduate employability through interdisciplinary, work‐based learning. https://files.eric.ed.gov/fulltext/EJ1480556.pdf [Google Scholar] [Crossref]
4. Achim et al (2020). Employee Commitment: Through Training Opportunities and Organization Compensation System. https://doi.org/10.24191/abrij.v6i2.4114 [Google Scholar] [Crossref]
5. Aktaş and Öztürk (2024). You are the company you keep”: A study of peer pressure on driving. https://doi.org/10.1016/j.trf.2024.08.017 [Google Scholar] [Crossref]
6. Alarifi et al. (2024). From self-commitment to career crafting: The mediating role of career adaptability and the moderating role of job autonomy. https://doi.org/10.1016/j.actpsy.2024.104387 [Google Scholar] [Crossref]
7. Ali et al (2025). Effect of Leadership Commitment (Normative Commitment, Continuance Commitment, and Affective Commitment) on ECE Policy Implementation in Somaliland Public Preschools.https://doi.org/10.21203/rs.3.rs7001557/v1?urlappend=%3Futm_source%3Dresearchgate.net%26utm_edium%3Darticle [Google Scholar] [Crossref]
8. Alvi et al. (2022). Social anxiety and behavioral assessments of social cognition: A systematic review. https://doi.org/10.1016/j.jad.2022.04.130 [Google Scholar] [Crossref]
9. Anchieta et al. (2025). Effects of social skills training on social responsiveness of people with autism spectrum disorder: a systematic review with meta-analysis. https://link.springer.com/article/10.1007/s00787-025-02697-7 [Google Scholar] [Crossref]
10. Ayed et al. (2024). Relationship Between Social Anxiety and Self‑esteem Among Undergraduate Nursing Students. https://doi.org/10.1177/00469580241276146 [Google Scholar] [Crossref]
11. Ayeras et al. (2024). Too Anxious to Speak: Assessing the Impact of Social Anxiety on High School Students’ Self-Esteem, Academic Performance, and Coping Strategies. https://doi.org/10.69569/jip.2024.0169 [Google Scholar] [Crossref]
12. Balasubramanian (2024). The Future of Education: Integrating AI in the Classroom https://www.researchgate.net/publication/384771372_The_Future_of_Edcation_Integrating_AI_in_the_Classroom [Google Scholar] [Crossref]
13. Balderas‑Solís et al. (2021). Experiences of undergraduates’ emergency remote education in Mexico. https://www.tandfonline.com/doi/full/10.1080/2331186X.2021.2000846 [Google Scholar] [Crossref]
14. Bandhu et al. (2024). Theories of motivation: A comprehensive analysis of human behavior drivers. https://www.sciencedirect.com/science/article/pii/S0001691824000544 [Google Scholar] [Crossref]
15. Bandura (1998). Social Cognitive Theory. https://www.simplypsychology.org/social-cognitive-theory.html [Google Scholar] [Crossref]
16. Bayog and Nabe (2023). The Mediating Effect of Emotional Intelligence on the Relationship between Self-Motivation and Teaching Competencies of Criminology Instructors in Region XII: Basis for a Proposed Intervention Scheme. https://dx.doi.org/10.47772/IJRISS.2023.70947 [Google Scholar] [Crossref]
17. Bureau (2021). Pathways to Student Motivation: A Meta-Analysis of Antecedents of Autonomous and Controlled. Motivations. https://selfdeterminationtheory.org/wpcontent/uploads/2021/0 2021_PathwaystoStudentMotiv_BureaHowardEtal.pdf [Google Scholar] [Crossref]
18. Begum & Rahman (2025). Management accounting practices towards financial performance in manufacturing companies, Bangladesh: Mediating role of rationalized managerial decisions. https://doi.org/10.1016/j.ssaho.2025.102138 [Google Scholar] [Crossref]
19. Bhandari (2023). Correlational Research | When & How to Use. https://www.scribbr.com/methodology/correlational-research/ [Google Scholar] [Crossref]
20. Bietenbeck et al. (2022). Tuition fees and educational attainment. https://files.eric.ed.gov/fulltext/ED622196.pdf [Google Scholar] [Crossref]
21. Bolton et al (2025). Firm Commitments. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3840813 [Google Scholar] [Crossref]
22. Burkhardt et al. (2023). Social relationships, interactions and learning in early childhood – theoretical approaches, empirical findings and challenges. https://doi.org/10.1080/03004430.2023.2260976 [Google Scholar] [Crossref]
23. Cadiz-Gabejan and Takenaka (2021). Students’ Computer Literacy and Academic Performance. https://doi.org/10.32996/jweep.2021.3.6.4 [Google Scholar] [Crossref]
24. Capunitan et al. (2023). Motivational Factors in Science Learning, Learner's Satisfaction and Learning Outcomes of Pre-Service Teachers. http://doi.org/10.37502/IJSMR.2023.6504 [Google Scholar] [Crossref]
25. Celeste and Nimfa (2024). Challenges and Implementation of Technology Integration: Basis for Enhanced Instructional Program. https://doi.org/10.54536/ajahs.v3i2.2656 [Google Scholar] [Crossref]
26. Cernat and Moldovan (2013). The relationship between emotional regulation and perseverance in academic tasks. https://doi.org/10.1016/j.sbspro.2013.04.163 [Google Scholar] [Crossref]
27. Chen (2024). Cognitive Biases and Test Anxiety: The Impact of Negative Thinking Patterns on Academic Performance. https://doi.org/10.54254/27537048/67/20251005 [Google Scholar] [Crossref]
28. Cheng et al. (2021). The Impact of Collaborative Learning and Personality on Satisfaction in Innovative Teaching Context. https://doi.org/10.3389/fpsyg.2021.713497 [Google Scholar] [Crossref]
29. Chen and Macleod (2021). Effectiveness of Digital Tools to Support Pupils' Reading in Secondary School: A Systematised Review [Google Scholar] [Crossref]
30. https://www.researchgate.net/publication/350560278_Effectiveness_of_Dgital_Tools_to_Support_Pupils'_Reading_in_Secondary_School_A_Systematised_Review [Google Scholar] [Crossref]
31. Clark and Wells (1995). A cognitive model of social phobia. https://psycnet.apa.org/record/1995-98887-004 [Google Scholar] [Crossref]
32. Coffin and McIntyre (2019). Motivational influences on computer-related affective states. https://doi.org/10.1016/S0747-5632(99)00036-9 [Google Scholar] [Crossref]
33. Coesel et al. (2024). A theoretical review of the Proteus effect: understanding the underlying processes. https://doi.org/10.3389/fpsyg.2024.1379599 [Google Scholar] [Crossref]
34. Consoli et al (2024). Quality of technology integration matters: Positive associations with students’ behavioral engagement and digital competencies for learning [Google Scholar] [Crossref]
35. https://pmc.ncbi.nlm.nih.gov/articles/PMC12003552/ [Google Scholar] [Crossref]
36. Coughlan-Hopkins and Martinelli (2025). Social rejection sensitivity and its role in anorexia nervosa: a systematic review of experimental literature. https://jeatdisord.biomedcentral.com/articles/10.1186/s40337-025-01261-7 [Google Scholar] [Crossref]
37. Cristache et al. (2025). The influence of knowledge management on innovation and organizational performance. https://doi.org/10.1016/j.jik.2025.100793 [Google Scholar] [Crossref]
38. Csernoch (2025). Lean digital education to resolve the paradox of the illusion of digital prosperity [Google Scholar] [Crossref]
39. https://www.sciencedirect.com/science/article/pii/S2444569X25000265 [Google Scholar] [Crossref]
40. Cummings (2023). Writing Processes in the Digital Age: A Networked Interpretation. https://www.researchgate.net/publication/373938708_Writing_Processesn the Digital Age A Networked Interpretation [Google Scholar] [Crossref]
41. Curtiss et al. (2021). Cognitive-Behavioral Treatments for Anxiety and Stress Related Disorders. https://doi.org/10.1176/appi.focus.20200045 [Google Scholar] [Crossref]
42. Dakkalirad et al. (2023). Anxiety, self-efficacy, and their determinants in school students during the COVID‑19 pandemic: a survey in Southeastern Iran. https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s128880205252 [Google Scholar] [Crossref]
43. Daniel et al. (2024). Trait Social Anxiety Moderates the Relationship Between Emotion-Regulation Strategy Switching and State Anxiety in Daily Life. https://doi.org/10.1177/21677026241249192 [Google Scholar] [Crossref]
44. Deci and Ryan (1985). Intrinsic motivation and self-determination in human behavior. https://selfdeterminationtheory.org/theory/ [Google Scholar] [Crossref]
45. Delice (2010). The Sampling Issues in Quantitative Research. https://files.eric.ed.gov/fulltext/EJ919871.pdf [Google Scholar] [Crossref]
46. Destika and Dewi (2019). IMPROVING STUDENTS’ SELF-ESTEEM IN SPEAKING PRACTICE BY USING PEER TUTORING STRATEGY (Classroom Action Research at Fifth Grade Students of SD IT- Alhasanah Kota Bengkulu in Academic Year 2018/2019). http://repository.iainbengkulu.ac.id/id/eprint/2680 [Google Scholar] [Crossref]
47. Devi et al. (2023). Application of Correlational Research Design in Nursing and Medical Research. https://www.researchgate.net/publication/368958213_APPLICATION_O ORRELATIONAL_RESEARCH_DESIGN_IN_NURSING_AND_MEDICL RESEARCH [Google Scholar] [Crossref]
48. Dewi et al (2021). The Effectiveness of Using Multimedia in Improving the Students’ Reading Comprehension in English Text. https://www.researchgate.net/publication/360430956 The Effectivenessof Using_Multimedia_In_Improving the_Students'_Reading Comprehension in English_Text [Google Scholar] [Crossref]
49. Ding et al (2024). Enhancing Teacher AI Literacy and Integration through Different Types of Cases in Teacher Professional Development. https://www.researchgate.net/publication/393064997 Enhancing_teacheAI_literacy_and_integration_through_different_types_of_cases_in_teacher_professional_development [Google Scholar] [Crossref]
50. Dominguez-Perez et al. (2025). Neural Mechanisms of Cognitive Behavioral Therapy Efficacy in Anxiety Disorders: A Scoping Review of fMRI-Based Studies That Tested the Dual Model. https://doi.org/10.3390/life15030493 [Google Scholar] [Crossref]
51. Erlangga (2022). The impact of internet connectivity and teacher interaction on student motivation in online learning environments. https://doi.org/10.1007/s11528-02200712-3 [Google Scholar] [Crossref]
52. Escomes et al. (2021). Challenges and motivational factors of distance learning among secondary school students in Sultan Kudarat, Philippines. https://doi.org/10.1016/j.ijer.2021.101782 [Google Scholar] [Crossref]
53. Esponilla II et al (2025). Digital Literacy Skills and Academic Performance on Online Learning Environments of State Universities and Colleges in the Philippines. https://www.researchgate.net/publication/398488358_Digital_Literacy_Skills_and_Academic_Performance_on_Online_Learning_Environments_of State_Universities_and_Colleges_in_the_Philippines [Google Scholar] [Crossref]
54. Fang et al. (2024). Digital divide in students' online learning during the COVID-19 pandemic. https://doi.org/10.4324/9781003396284-12 [Google Scholar] [Crossref]
55. Ferrando et al. (2019). The relationship between trait emotional intelligence, creativity, and academic performance in Spanish secondary school students. https://doi.org/10.3389/fpsyg.2019.01531 [Google Scholar] [Crossref]
56. Furimizu and Ichihashi (2025). Making a difference through presentations: Let’s speak, communicate, and connect. https://www.researchgate.net/publication/396599940 Making_a_differene through presentations_Let's_speak_communicate_and_connect [Google Scholar] [Crossref]
57. Gaber (2023). Improving the Reading and Writing Skills of Students with Mild Intellectual Disability: The Effectiveness of Infographics. https://www.ijlter.org/index.php/ijlter/article/view/8990 [Google Scholar] [Crossref]
58. Garcia & Uy Jr. (2025). LIVED EXPERIENCES OF IRREGULAR STUDENTS IN PRIVATE HIGHER EDUCATION INSTITUTION. https://www.researchgate.net/publication/391596298 LIVED_EXPERIECES_OF_IRREGULAR_STUDENTS_IN_PRIVATE_HIGHER_EDUCATIN_INSTITUTION [Google Scholar] [Crossref]
59. Galioto et al. (2025). University, social media, and student engagement: the challenge of “trust” in organizational communication. A voice from European university researchers to foster inclusion in higher education. https://doi.org/10.3389/fcomm.2025.1546333 [Google Scholar] [Crossref]
60. Gebre et al. (2025). Academic engagement and autonomous motivation: a study in South Ethiopia, secondary schools. https://doi.org/10.1080/2331186X.2025.2564256 [Google Scholar] [Crossref]
61. Gebre et al., (2025). The impact of teacher socio-emotional competence on student engagement: a meta-analysis. https://doi.org/10.3389/fpsyg.2025.1526371 [Google Scholar] [Crossref]
62. Gao et al. (2025). Correlational research on college students’ physical exercise behavior, academic engagement, and self-efficacy. https://doi.org/10.3389/fpsyg.2025.1428365 [Google Scholar] [Crossref]
63. Goel et al. (2024). The Power of Psychological Capital: A Comprehensive Review of Data on Resilience, Hope, Optimism, and Efficacy. https://africanjournalofbiomedicalresearch.com/index.php/AJBR [Google Scholar] [Crossref]
64. Gross (2019). Emotion regulation: Taking stock and moving forward. https://doi.org/10.1037/emo0000640 [Google Scholar] [Crossref]
65. Grover et al. (2020). Defining social skills. https://doi.org/10.1016/B978-0-12 817752-5.00001-9 [Google Scholar] [Crossref]
66. Guardian (2020). Multimedia. https://www.collinsdictionary.com/dictionary/english/multimedia [Google Scholar] [Crossref]
67. Haleem et al. (2022). Understanding the role of digital technologies in education: A review. https://doi.org/10.1016/j.susoc.2022.05.004 [Google Scholar] [Crossref]
68. Hammoda & Foli (2024). A digital competence framework for learners (DCFL): A conceptual framework for digital literacy. https://doi.org/10.34105/j.kmel.2024.16.02 [Google Scholar] [Crossref]
69. Hammond et al (2020). Implications for educational practice of the science of learning and development. https://doi.org/10.1080/10888691.2018.1537791 [Google Scholar] [Crossref]
70. Hartini et al. (2025). The role of the habituation curriculum in encouraging the improvement of students’ social skills in the digital era. https://doi.org/10.64014/jik.v22i3.117 [Google Scholar] [Crossref]
71. Hartmann et al. (2024). The influence of adolescents’ self-perception of social relationships on personality functioning in the context of inclusive education. https://doi.org/10.3389/fpsyg.2024.1279623 [Google Scholar] [Crossref]
72. Havidz and Muzakiah (2023). The Effect of Learning Environment on Student Motivation and Student Achievement (Literature Review Study). https://doi.org/10.38035/ijphs.v1i1.86 [Google Scholar] [Crossref]
73. Heilmann (2023). The Beginnings of Word Processing: A Historical Account [Google Scholar] [Crossref]
74. https://www.researchgate.net/publication/373931783_The_Beginnings_of Word_Processing_A_Historical_Account [Google Scholar] [Crossref]
75. Hermanto-putri et al. (2021). Learning Ability and Supporting Capacity of Online Learning In Students during Covid-19 Pandemic. https://iopscience.iop.org/article/10.1088/1755-1315/747/1/012080/pdf [Google Scholar] [Crossref]
76. Holt-Lunstad (2024). Social connection as a critical factor for mental and physical health: evidence, trends, challenges, and future implications. https://doi.org/10.1002/wps.21224 [Google Scholar] [Crossref]
77. Idulsa Jr. and Luzano (2024). Students’ Motivation and Academic Engagement in the Alternative Learning System. https://doi.org/10.47191/ijmra/v7-i03-21 [Google Scholar] [Crossref]
78. Ilyka et al. (2021). Infant social interactions and brain development: A systematic review. https://doi.org/10.1016/j.neubiorev.2021.09.001 [Google Scholar] [Crossref]
79. Islam et al. (2025). Effectiveness of Blended Learning in Facilitating Employability Skills Among Tertiary-Level Students: A Proposed Model. https://doi.org/10.1177/2158244025137937 [Google Scholar] [Crossref]
80. Ismail et al. (2022). Exploration on the Understanding of Organ Donation Activities Among Muslims in Kuantan. file:///C:/Users/Administrator/Downloads/1136.pdf [Google Scholar] [Crossref]
81. Jassim et al. (2025). A model for preliminary cost estimation in buildings construction projects. https://doi.org/10.3389/fbuil.2025.1359777 [Google Scholar] [Crossref]
82. Kadhim (2024). Digital Literacy and Its Importance in the Modern Workforce. https://www.researchgate.net/publication/382641453_Digital_Literacy an Its Importance in_the Modern Workforce [Google Scholar] [Crossref]
83. Kaufman (2025). Validation of the Indonesian Version College Student's Self Actualization Scale to Counseling Psychology Development. https://doi.org/10.17066/tpdrd.1512654 [Google Scholar] [Crossref]
84. Korkmaz et al., (2022). About and beyond leading uniqueness and belongingness: A systematic review of inclusive leadership research. https://doi.org/10.1016/j.hrmr.2022.100894 [Google Scholar] [Crossref]
85. Kothari and Cowan (2023). Anxiety. https://www.sciencedirect.com/science/ article/ abs/pii/B97803239570210 3 [Google Scholar] [Crossref]
86. Kuo et al. (2019). Examining low and non-low achievers’ motivation towards science learning under inquiry-based instruction. https://doi.org/10.1007/s10763-018-9908-9 [Google Scholar] [Crossref]
87. Kozubal et al. (2023). Emotional regulation strategies in daily life: the intensity of emotions and regulation choice. https://pmc.ncbi.nlm.nih.gov/articles/PMC10460911/ [Google Scholar] [Crossref]
88. Kruse and Rapp (2023). Word Processing Software: The Rise of MS Word https://link.springer.com/chapter/10.1007/978-3-031-36033-6_2 [Google Scholar] [Crossref]
89. Lee and kim (2023). Effect of the Employees’ Mental Toughness on Organizational Commitment and Job Satisfaction: Mediating Psychological Well-Being https://doi.org/10.3390/ admsci13050133?urlappend=%3Futm_source%3 researchgate.net%26utm_medium%3Darticle [Google Scholar] [Crossref]
90. Lee (2022). Rethinking creativity: creative industries, AI and everyday creativity. [Google Scholar] [Crossref]
91. https://www.researchgate.net/publication/359074890_Rethinking_creativiy_creative_industries_AI_and_everyday_creativity#:~:text=As%20digital 20technology%20has%20 become,as%20a%20 core%20 component%20... [Google Scholar] [Crossref]
92. Lee (2023). The Perceptions of PsyCap Growth Among College Student Leaders Who Mentor. https://digitalcommons.unl.edu/aglecdiss [Google Scholar] [Crossref]
93. Li (2025). Impact of Proficiency and Visual Complexity on Learners’ Reliance on Captions https://pmc.ncbi.nlm.nih.gov/articles/PMC12024247/ [Google Scholar] [Crossref]
94. Lipalam et al (2023). Grammar Checkers to Boost Students' Academic Writing Proficiency in English. https://www.researchgate.net/publication/373734344_Grammar_Checker to_Boost Students'_Academic_Writing_Proficiency_in_English [Google Scholar] [Crossref]
95. Lisbona et al. (2021). Initiative in Work Teams: Lever between Authentic Leadership and Results. https://doi.org/10.3390/ijerph18094947 [Google Scholar] [Crossref]
96. Lai et al. (2023). Relationship between Social Media Use and Social Anxiety in College Students: Mediation Effect of Communication Capacity. https://doi.org/10.3390/ijerph20043657 [Google Scholar] [Crossref]
97. Langreo (2023). Digital Distractions in Class Linked to Lower Academic Performance. https://www.edweek.org/leadership/digital-distractions iclass-linked-to-lower-academic performance/ 2023/12 [Google Scholar] [Crossref]
98. León and Martínez (2021). Impact of the provision of PowerPoint slides on learning https://www.sciencedirect.com/science/article/abs/pii/S03601315210016 3 [Google Scholar] [Crossref]
99. Loan (2020). The influence of organizational commitment on employees’ job performance: The mediating role of job satisfaction. https://doi.org/10.5267/j.msl.2020.6.007 [Google Scholar] [Crossref]
100. Ma et al. (2023). The “sense” behind proactive behaviors: Feedback seeking, meaningfulness, and personal initiative. https://doi.org/10.1016/j.jvb.2023.103896 [Google Scholar] [Crossref]
101. Maghaydah et al (2024). Factors affecting metaverse adoption in education: A systematic review, adoption framework, and future research agenda. https://doi.org/10.1016/j.heliyon.2024.e28602 [Google Scholar] [Crossref]
102. Manninen and Piipari (2022). Self-determination theory based instructional interventions and motivational regulations in organized physical activity: A systematic review and multivariate meta-analysis. https://doi.org/10.1016/j.psychsport.2022.102248 [Google Scholar] [Crossref]
103. Mahn et al. (2024). The optimism effect on country productivity and innovation activities. https://doi.org/10.1016/j.jik.2024.100565 [Google Scholar] [Crossref]
104. Mazzei (2022). Spreadsheet. https://www.ebsco.com/research-starters/computer science/spreadsheet [Google Scholar] [Crossref]
105. Mese and Sevilen (2021). Factors influencing EFL students’ motivation in online learning: A qualitative case study. Journal of Educational Technology and Online Learning. https://files.eric.ed.gov/fulltext/EJ1286748.pdf [Google Scholar] [Crossref]
106. Mifflin (2023). Initiative. https://www.dictionary.com/browse/initiative [Google Scholar] [Crossref]
107. Mindo and Paglinawan (2025). The relationship between the classroom environment and learners’ motivation in science. International Journal of Research in Science and Society. https://doi.org/10.47772/IJRISS.2024.8120088 [Google Scholar] [Crossref]
108. Minihan et al. (2023). Social rejection sensitivity and its role in adolescent emotional disorder symptomatology. https://capmh.biomedcentral.com/articles/10.1186/s13034-022-00555-x [Google Scholar] [Crossref]
109. Mishra and Koehler (2006). The Technological Pedagogical Content Knowledge Framework for Teachers and Teacher Educators. https://www.researchgate.net/ publication/267028784 The Technological Pedagogical_Content_Knowledge_Framework_for_Teachers_and_Teacer Educators [Google Scholar] [Crossref]
110. Merritt and Smith (2023). An investigation of self-reported computer literacy: Is it reliable? https://www.researchgate.net/publication/242099512_An investigation_o self reported_computer literacy Is_it_reliable [Google Scholar] [Crossref]
111. Mohebi and Bailey (2020). Exploring Bem’s Self Perception Theory in Educational Context. https://doi.org/10.6092/issn.1825-8670/9891 [Google Scholar] [Crossref]
112. Moreno and Jurado (2024). Social Skills and Creativity as Elements That Enhance Resilience in Adolescence. https://doi.org/10.3390/bs14121158 [Google Scholar] [Crossref]
113. Mulang (2021). The Effect of Competences, Work Motivation, Learning Environment on Human Resource Performance. https://doi.org/10.52970/grhrm.v1i2.52 [Google Scholar] [Crossref]
114. Muñoz et al (2021). Positive emotions, engagement, and objective academic performance: A weekly diary study. https://www.sciencedirect.com/science/article/abs/pii/S10416080210012 2 [Google Scholar] [Crossref]
115. Murad (2020). Social Anxiety in Relation to Self-Esteem among University Students in Jordan. https://doi.org/10.5539/ies.v13n2p96 [Google Scholar] [Crossref]
116. Muzsnay (2025). Retrieval Practice—A Tool to Narrow the Achievement Gap in Learning Higher Mathematics. https://link.springer.com/article/10.1007/s10763-025-10607-1 [Google Scholar] [Crossref]
117. Navarez (2025). Enhancing College Students’ Optimism and Perseverance through Positive Psychology Group Intervention. https://dx.doi.org/10.47772/IJRISS.2025.917PSY0022 [Google Scholar] [Crossref]
118. Nayak (2025). The Role of Data Visualization Tools in Financial Decision-Making: A Comparative Analysis of Tableau, Power BI, and SSRS. https://esj.eastasouth institute.com/index.php/esaf/article/view/697 [Google Scholar] [Crossref]
119. Namazi & Zare (2021). Calculation of the Cost of Student Education: A Case Study of Shiraz Medical School. https://doi.org/10.30476/jamp.2020.86837.1271 [Google Scholar] [Crossref]
120. Ngubane and Tapamo (2024). TableExtractNet: A Model of Automatic Detection and Recognition of Table Structures from Unstructured Documents https://www.researchgate.net/publication/ 385255874 TableExtractNet_AModel_of_Automatic Dtectionand_Recognition of_Table_Structures from Unstructured Documents [Google Scholar] [Crossref]
121. Nie et al. (2024). Motivation and self-regulated learning profiles: A person centered perspective of English learning and achievement in an Asia context. https://doi.org/10.1016/j.system.2024.103448 [Google Scholar] [Crossref]
122. Nikolić (2020). Social emotions and social cognition in the development of social anxiety disorder. https://doi.org/10.1080/17405629.2020.1722633 [Google Scholar] [Crossref]
123. Nordahl et al. (2019). Predictors of Biased Self-perception in Individuals with High Social Anxiety: The Effect of Self-consciousness in the Private and Public Self Domains. https://doi.org/10.3389/fpsyg.2017.01126 [Google Scholar] [Crossref]
124. O'Day and Heimberg (2021). Social media use, social anxiety, and loneliness: A systematic review. https://doi.org/10.1016/j.chbr.2021.100070 [Google Scholar] [Crossref]
125. Oktafien and Santoso (2025). The effect of high organizational commitment on increasing employee performance. https://doi.org/10.24123/mabis.v24i1.723 [Google Scholar] [Crossref]
126. Osman et al. (2022). The use of PowerPoint in developing multimedia-based teaching and learning materials for learning Arabic Language. https://files.eric.ed.gov/fulltext/EJ1325762.pdf [Google Scholar] [Crossref]
127. Palenzuela-Luis et al. (2022). International Comparison of Self-Concept, Self Perception and Lifestyle in Adolescents: A Systematic Review. https://doi.org/10.3389/ijph.2022.1604954 [Google Scholar] [Crossref]
128. Paja et al. (2020). Technology‑enhanced learning and student motivation in secondary schools of Davao del Norte, Philippines. https://doi.org/10.1080/15332845.2020.1765432 [Google Scholar] [Crossref]
129. Pei et al (2025). The Influence of Job Satisfaction, Organisational Commitment, Work-Life Balance and Pay and Reward Towards Employees' Turnover Intention in Food and Beverage Industry Malaysia https://doi.org/10.63332/joph.v5i4.1170 [Google Scholar] [Crossref]
130. Perera and DiGiacomo (2020). The role of emotional intelligence in teacher student relationships and academic outcomes. https://doi.org/10.1037/edu0000386 [Google Scholar] [Crossref]
131. Perez-Echeverria et al. (2025). The use of ICT in classrooms: The effect of the pandemic. https://doi.org/10.1007/s10639-024-13124-w [Google Scholar] [Crossref]
132. Perry and Linnenbrink-Garcia (2022). Emotion regulation and learning: How emotional control influences academic success. https://doi.org/10.1080/00461520.2021.1974241 [Google Scholar] [Crossref]
133. Plooy et al (2024). Personalized adaptive learning in higher education: A scoping review of key characteristics and impact on academic performance and engagement. https://doi.org/10.1016/j.heliyon.2024.e39630 [Google Scholar] [Crossref]
134. Porque and Napil (2022). Digital Readiness, Academic Motivation, Learning Strategies: A Structural Approach to Motivation in Writing Performance of Freshmen College Students. https://doi.org/10.9734/ajess/2022/v34i3734. [Google Scholar] [Crossref]
135. Pouragha et al. (2020). Cost analysis of education for students in the School of Health of Alborz University of Medical Sciences: An application of activity-based costing technique. https://pmc.ncbi.nlm.nih.gov/articles/PMC7482637/ [Google Scholar] [Crossref]
136. Purisima et al. (2025). Exploring through Implications of Professional Development Activities in Implementing Students’ 21st-Century Learning Skills. https://doi.org/10.69569/jip.2025.477 [Google Scholar] [Crossref]
137. Rand et al (2020). Hope and optimism as predictors of academic performance and subjective well being in college students. https://www.researchgate.net/publication/342337366 Hope_and optimim_as_predictors_of_acad mic_pe formance_and_subjective_wellbeing_in_college_students [Google Scholar] [Crossref]
138. Rebman Jr. (2023). An Industry Survey of Analytics Spreadsheet Tools Adoption: Microsoft Excel vs Google Sheets. https://isedj.org/; https://iscap.info [Google Scholar] [Crossref]
139. Rone et al. (2023). Students’ lack of interest, motivation in learning, and classroom participation: How to motivate them? https://doi.org/10.5281/zenodo.7749977 [Google Scholar] [Crossref]
140. Ross (2023). Computer Literacy Skills for Success. https://www.ebsco.com/blogs/ebscopost/2525500/top-10computerliteracy skills-success [Google Scholar] [Crossref]
141. Rum et al. (2024). Social Motivation Differentiates Social Anxiety and Depression: A Daily Diary Study. https://doi.org/10.1016/j.beth.2023.11.004 [Google Scholar] [Crossref]
142. Rustham et al. (2025). The Effect of Social Problem-Solving Skills on Reducing Social Anxiety in Medical Students. https://pmc.ncbi.nlm.nih.gov/articles/PMC12238865/ [Google Scholar] [Crossref]
143. Sackl-Pammer et al. (2019). Social anxiety disorder and emotion regulation problems in adolescents. https://capmh.biomedcentral.com/articles/10.1186/s13034-019-0297-9 [Google Scholar] [Crossref]
144. Saks (2024). The effect of self-efficacy and self-set grade goals on academic outcomes. https://doi.org/10.3389/fpsyg.2024.1324007 [Google Scholar] [Crossref]
145. Salem Al-Mamary (2022). Understanding the use of learning management systems by undergraduate university students using the UTAUT model: Credible evidence from Saudi Arabia. https://doi.org/10.1016/j.jjimei.2022.100092 [Google Scholar] [Crossref]
146. Schneider and Alt (2025). Health management students perceived soft skills acquisition and university commitment. https://doi.org/10.1186/s12909-025-07127-5 [Google Scholar] [Crossref]
147. Sen (2024). Effective Communication in the Workplace 2026 | Benefits and Tips https://prezentium.com.workplace-co [Google Scholar] [Crossref]
148. Sen (2025). Effective Listening Skills: Master Active Listening at the Workplace https://prezentium.com/effective-listening/ [Google Scholar] [Crossref]
149. Sen (2024). Engaging the Audience: What Is a Multimedia Presentation https://prezentium.com/what-is-a-multimedia-presentation/ [Google Scholar] [Crossref]
150. Sen (2025). Multimodal Presentations: Using Visual and Text Formats to Engage https://prezentium.com/multimodal-presentations/ [Google Scholar] [Crossref]
151. Simoes et al. (2022). Influence of computers on students’ academic achievement. https://doi.org/10.1016/j.heliyon.2022.e09004 [Google Scholar] [Crossref]
152. Singarimbun et al. (2025). Resilience can Predict the Increase in the Influence of Job Satisfaction on each Individual's Work Performance. https://doi.org/10.61194/ijss.v6i3.1719 [Google Scholar] [Crossref]
153. Silveira-Zaldivar (2020). Developing Social Skills and Social Competence in Children with Autism. https://files.eric.ed.gov/fulltext/EJ1297844.pdf [Google Scholar] [Crossref]
154. Sitopu et al., (2021). The Influence of Motivation, Work Discipline, and Compensation on Employee Performance. https://doi.org/10.52970/grhrm.v1i2.79 [Google Scholar] [Crossref]
155. Skinner (2020). Conceptualizing emotion regulation in educational contexts. https://doi.org/10.1080/00461520.2020.1784010 [Google Scholar] [Crossref]
156. Stavropoulou et al. (2025). Exploring the Interplay of Motivation, Self-Efficacy, Critical Thinking, and Self-Regulation in Predicting Academic Achievement Among University Students. https://doi.org/10.12688/f1000research.161821.2 [Google Scholar] [Crossref]
157. Sterpu et al. (2025). The cost-analysis of Team-Based Learning versus small group interactive learning in undergraduate medical education. https://doi.org/10.1186/s12909-025-07844-x [Google Scholar] [Crossref]
158. Swift et al. (2024). Cognitive processing biases of social anxiety in adults who do and do not stutter. https://doi.org/10.1016/j.jcomdis.2024.106472 [Google Scholar] [Crossref]
159. Tamar et al (2020). Does Optimism Predict Academic Performance? Exploring the Moderating Roles of Conscientiousness and Gender https://eric.ed.gov/?id=EJ1246160 [Google Scholar] [Crossref]
160. Tang et al (2025). Five Decades of Teacher Commitment: Lessons From the Research Frontier. https://doi.org/10.1002/fer3.70011 [Google Scholar] [Crossref]
161. Tarbiyati and Riady (2025). The Role of Information Literacy in Improving Students' Abilities in the Digital Era. https://doi.org/10.55927/fjst.v4i9.226 [Google Scholar] [Crossref]
162. Temirkhanova et al. (2024). Enhancing digital literacy skills among teachers for effective integration of computer science and design education: a case study at Astana International School, Kazakhstan. https://doi.org/10.3389/feduc.2024.1408512 [Google Scholar] [Crossref]
163. Thelma et al. (2024). Digital Literacy in Education: Preparing Students for the Future Workforce. HTTPS://DOI.ORG/10.5281/ZENODO.13347718 [Google Scholar] [Crossref]
164. Thyagaraj et al. (2025). Biased information-seeking and information-integration in social anxiety. https://doi.org/10.1016/j.copsyc.2025.102002 [Google Scholar] [Crossref]
165. Tomol et al. (2023). ASSESSMENT OF THE COMPUTER LITERACY SKILLS AMONG ELEMENTARY SCHOOL PUPILS IN ARGAO DISTRICT 1, ARGAO, CEBU, PHILIPPINES. https://www.neliti.com/publications/600017/assessment-of-the computerliteracy-skills-among elementary-school-pupils-in-arg [Google Scholar] [Crossref]
166. Tóth-Király et al. (2024). Self-Determined Profiles of Academic Motivation https://doi.org/10.1007/s11031-021-09918-x [Google Scholar] [Crossref]
167. Tugade & Fredrickson (2023). Resilient responses to stress: Emotion regulation and positive psychology in education. https://doi.org/10.1080/17439760.2022.2025958 [Google Scholar] [Crossref]
168. Ukeh et al (2025). Effect of Mobile Learning Applications on Senior Secondary School Students' Academic Achievement in Word Processing in Bayelsa State, Nigeria. https://www.researchgate.net/ publication/389133104_Effect_of_Mobile_Larning Applications o Senior Secondary School_Students'_Academic Achievement_in_Word_Processing_in_Bayelsa_State_Nigeria [Google Scholar] [Crossref]
169. Usán et al (2022). Self-Efficacy, Optimism, and Academic Performance as Psychoeducational Variables: Mediation Approach in Students. https://pmc.ncbi.nlm.nih.gov/articles/PMC8947550/ [Google Scholar] [Crossref]
170. Velea et al (2021). The Impact of Self-Efficacy, Optimism, Resilience and Perceived Stress on Academic Performance and Its Subjective Evaluation: A Cross-Sectional Study. https://doi.org/10.3390/ijerph18178911 [Google Scholar] [Crossref]
171. Venkatesh et al. (2025). Unified Theory of Acceptance and Use of Technology (UTAUT). https://open.ncl.ac.uk/theories/2/unified-theory-of acceptanceand-use-of-technology/ [Google Scholar] [Crossref]
172. Ventista and Brown (2023). Teachers’ professional learning and its impact on students’ learning outcomes: Findings from a systematic review. https://doi.org/10.1016/j.ssaho.2023.100565 [Google Scholar] [Crossref]
173. Wagner et al., (2023) Sustainable development goals as accountability mechanism? A case study of Dutch infrastructure agencies. https://doi.org/10.1016/j.jrt.2023.100058 [Google Scholar] [Crossref]
174. Warschauer (2019). Motivational Aspects of Using Computers for Writing and Communication. https://nflrc.hawaii.edu/NetWorks/NW01.pdf Weeks et al. (2020). Social anxiety and cognition: A meta-analytic review. https://doi.org/10.1016/j.janxdis.2020.102193 [Google Scholar] [Crossref]
175. Weiler & Murad (2022). Motivational Factors Influencing Learners’ Academic Success in an Australian Enabling Education Setting. https://files.eric.ed.gov/fulltext/EJ1375011.pdf [Google Scholar] [Crossref]
176. Yan et al. (2020). Self-Perception and Relative Increases in Substance Use Problems in Early Adulthood. https://doi.org/10.1177/002204262094181 [Google Scholar] [Crossref]
177. Yang et al. (2025). Self-determination theory and the influence of social support, self-regulated learning, and flow experience on student learning engagement in self-directed e-learning. https://doi.org/10.3389/fpsyg.2025.1545980 [Google Scholar] [Crossref]
178. Zamiri & Esmaeili (2024). Methods and Technologies for Supporting Knowledge Sharing within Learning Communities: A Systematic Literature Review. https://doi.org/10.3390/admsci14010017 [Google Scholar] [Crossref]
179. Zha et al. (2021). Relationship between Social Media Use and Social Anxiety in College Students: Mediation Effect of Communication Capacity. https://doi.org/10.3389/fpsyg.2023.1080099 [Google Scholar] [Crossref]
180. Zha et al. (2023). Synthesizing the customer experience concept: A multimodularity approach. https://doi.org/10.1016/j.jbusres.2023.114185 [Google Scholar] [Crossref]
181. Zhaoyang et al. (2021). Daily social interactions related to daily performance on mobile cognitive tests among older adults. https://doi.org/10.1371/journal.pone.0256583 [Google Scholar] [Crossref]
182. Zhang et al. (2024). A data-driven framework for conceptual cost estimation of infrastructure projects using XGBoost and Bayesian optimization. https://doi.org/10.1080/13467581.2023.2294871 [Google Scholar] [Crossref]
183. Zhang (2025). Exploring the Impacts of Academic Self-Efficacy on Learning Engagement and Academic Success Among Chinese Master’s Students. https://doi.org/10.26803/ijlter.24.4.1 [Google Scholar] [Crossref]
184. Zhang et al. (2025). Emotional regulation, self-efficacy, and impulsivity effects on college students' risk-taking behavior: a cross-sectional study. https://doi.org/10.3389/fpsyg.2025.1566618 [Google Scholar] [Crossref]
185. Zhou (2023). Multimedia Learning and Academic Performance https://www.researchgate.net/ publication/375000032_Multimedia_Learnig_and_Academic_Performance [Google Scholar] [Crossref]
186. Zhu et al. (2024). Self-perception evolution among university student TikTok users: evidence from China. https://doi.org/10.3389/fpsyg.2023.1217014 [Google Scholar] [Crossref]
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