An Exploration of Students Anxiety in Mathematics Online Learning using Augmented Reality at Junior High School: A Rasch Model Construct
DOI:
https://doi.org/10.47750/pegegog.14.01.21Keywords:
anxiety, Rasch model, Augmented reality,, Learning Mathematics,, StudentsAbstract
Learning mathematics has been a fundamental subject for students. The sample will be restricted to students in junior high school who had studied in learning mathematics using augmented reality. The population was derived from private and public junior high school in various provinces. Data was collected using an online survey to reach large audiences from different provinces. Data analysis using RASH Model. The results were used to classify the level of students’ anxiety. Students from public junior high school of education were more anxious than private school to solve mathematical problems.
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Aarnos, E., and P. Perkkilä. 2012. “Early Signs of Mathematics Anxiety?” Procedia - Social and Behavioral Sciences 46(2003):1495–99.
Alves, Manuela, Cristina S. Rodrigues, Ana Maria A. C. Rocha, and Clara Coutinho. 2016. “Self-Efficacy, Mathematics’ Anxiety and Perceived Importance: An Empirical Study with Portuguese Engineering Students.” European Journal of Engineering Education 41(1):105–21.
Amir, Mohammad Faizal, Niko Fediyanto, Hendra Erik Rudyanto, Dian Septi Nur Afifah, and Hasan Said Tortop. 2020. “Elementary Students’ Perceptions of 3Dmetric: A Cross-Sectional Study.” Heliyon 6(6):e04052.
Ashcraft, M.H. 2002. “Math Anxiety: Personal, Educational, and Cognitive Consequences.” Current Directions in Psychological Science 11(1):181–85.
Ashcraft, Mark H. 2002. “Math Anxiety: Personal, Educational, and Cognitive Consequences.” Current Directions in Psychological Science 11(5):181–85.
Ashcraft, Mark H., and Elizabeth P. Kirk. 2001. “The Relationships among Working Memory, Math Anxiety, and Performance.” Journal of Experimental Psychology: General 130(2):224–37.
Astuti, Sri, Diki Rukmana, Puri Pramudiani, and Zulherman Zulherman. 2022. “The Role of Teachers and Parents to Improve Children’s Motivational Learning in Pandemic Situation.” International Journal of Evaluation and Research in Education (IJERE) 11(3):1162.
Axelsson, Gun B. M. 2009. “Mathematical Identity in Women: The Concept, Its Components and Relationship to Educative Ability, Achievement and Family Support.” International Journal of Lifelong Education 28(3):383–406.
Bai, Haiyan, Ls Wang, Wei Pan, and Mary Frey. 2009. “Measuring Mathematics Anxiety: Psychometric Analysis of a Bidimensional Affective Scale.” Journal of Instructional Psychology.
Barry, Ashley-anne. 2017. “Alleviating Math Anxiety through the Integration of Teacher Beliefs in Senior School.” Journal Basic of Education 3(April):335–42.
Batchelor, John. 2015. “Effects of Clicker Use on Mathematics Students’ Mathematics Anxiety.” Primus 25(5):453–72.
Bishara, Saied. 2018. “Active and Traditional Teaching, Self-Image, and Motivation in Learning Math among Pupils with Learning Disabilities.” Cogent Education 5(1).
Borromeo Ferri, Rita. 2010. “On the Influence of Mathematical Thinking Styles on Learners’ Modeling Behavior.” Journal Für Mathematik-Didaktik 31(1):99–118.
Brennan, Robert W., and Ronald J. Hugo. 2016. “A Self-Efficacy Survey for Engineering Graduate Attributes Assessment.” Pp. 1–13 in Proceedings of the 13th International CDIO Conference, Junior High School of Calgary, Calgary.
Brown, Jennifer L., and Lucía Macías Sifuentes. 2016. “Validation Study of the Abbreviated Math Anxiety Scale: Spanish Adaptation.” Journal of Curriculum and Teaching 5(2).
Cipora, Krzysztof, Monika Szczygiel, Klaus Willmes, and Hans Christoph Nuerk. 2015. “Math Anxiety Assessment with the Abbreviated Math Anxiety Scale: Applicability and Usefulness: Insights from the Polish Adaptation.” Frontiers in Psychology 6(NOV):1–16.
Conrad, Megan O. 2020. “Online Design Critiques Encourage Student Interaction in the Virtual Classroom.” Biomedical Engineering Education.
Cropp, Imogen. 2017. “Using Peer Mentoring to Reduce Mathematical Anxiety.” Research Papers in Education 32(4):481–500.
Cuthrell, Kristen, and Anna Lyon. 2007. “Instructional Strategies : What Do Online Students Prefer ?” Journal of Online Learning and Teaching.
Dranitsaris, George, and Mario E. Lacouture. 2014. “Development of Prediction Tools for Diarrhea and Rash in Breast Cancer Patients Receiving Lapatinib in Combination with Capecitabine.” 631–38.
Dyrberg, Nadia Rahbek, Alexander H. Treusch, and Claudia Wiegand. 2017. “Virtual Laboratories in Science Education: Students’ Motivation and Experiences in Two Tertiary Biology Courses.” Journal of Biological Education 51(4):358–74.
Ellis, Timothy J., and Maxine S. Cohen. 2005. “Building the Better Asynchronous Computer Mediated Communication System for Use in Distributed Education.” in Proceedings - Frontiers in Education Conference, FIE.
Faustino, Bruno, Paulo Lopes, Jorge Oliveira, Giulia Campaioli, and Jorge Oliveira. 2019. “Psychometric and Rash Analysis of the UCLA Loneliness Scale-16 in a Portuguese Sample of Older Adults.” Psychological Studies 64(2):140–46.
Ferrer-Torregrosa, Javier, Miguel Ángel Jiménez-Rodríguez, Javier Torralba-Estelles, Fernanda Garzón-Farinós, Marcelo Pérez-Bermejo, and Nadia Fernández-Ehrling. 2016. “Distance Learning Ects and Flipped Classroom in the Anatomy Learning: Comparative Study of the Use of Augmented Reality, Video and Notes.” BMC Medical Education 16(1):1–9.
Furner, Joseph M., and Barbara T. Berman. 2003. “Review of Research: Math Anxiety: Overcoming a Major Obstacle to the Improvement of Student Math Performance.” Childhood Education.
Gautreau, Cynthia, Michelle Vander Veldt Brye, and Christina Lunceford. 2016. “Mathematics-Related Anxiety and Attitudes: Examining the Impact among Latina Preservice Teachers.” Journal of Latinos and Education 15(1):26–38.
Godino, Juan D., Universidad De Granada, and Vicenç Font. 2006. “Análisis De Procesos De Instrucción Basado En El Enfoque Ontológico - Semiótico De La Cognición Matemática.” Recherches En Didactiques Des Mathematiques 1(26):39–88.
Hanna, Donncha, and Martin Dempster. 2009. “The Effect of Statistics Anxiety on Students’ Predicted and Actual Test Scores.” Irish Journal of Psychology 30(3–4):201–9.
Huu Can, Nguyen. 2020. “Inventor Motivation Insight in the Developing Country: It’s Not Desire, but Effort to Invent.” Technology Analysis and Strategic Management 32(10):1129–41.
Ironsmith, Marsha, Jennifer Marva, Beverly Harju, and Marion Eppler. 2003. “Motivation and Performance in College Students Enrolled in Self-Paced versus Lecture-Format Remedial Mathematics Courses.” Journal of Instructional Psychology.
Istikomah, Endang, and Astri Wahyuni. 2018. “Student’s Mathematics Anxiety on The Use of Technology in Mathematics Learning.” JRAMathEdu (Journal of Research and Advances in Mathematics Education).
Karimi, Ayatollah, and S. Venkatesan. 2009. “Mathematics Anxiety, Mathematics Performance and Academic Hardiness in High School Students.” International Journal of Educational Sciences 1(1):33–37.
Lo, Chung Kwan, and Khe Foon Hew. 2017. “A Critical Review of Flipped Classroom Challenges in K-12 Education: Possible Solutions and Recommendations for Future Research.” Research and Practice in Technology Enhanced Learning 12(1):4.
Long, Taotao, John Cummins, and Michael Waugh. 2017. “Use of the Flipped Classroom Instructional Model in Higher Education: Instructors’ Perspectives.” Journal of Computing in Higher Education 29(2):179–200.
Mailizar, Abdulsalam Almanthari, Suci Maulina, and Sandra Bruce. 2020. “Secondary School Mathematics Teachers’ Views on e-Learning Implementation Barriers during the COVID-19 Pandemic: The Case of Indonesia.” Eurasia Journal of Mathematics, Science and Technology Education 16(7).
Mamaril, Natasha A., Ellen L. Usher, Caihong R. Li, D. Ross Economy, and Marian S. Kennedy. 2016. “Measuring Undergraduate Students’ Engineering Self-Efficacy: A Validation Study.” Journal of Engineering Education 105(2):366–95.
Mulyono, Herri, Gunawan Suryoputro, and Shafa Ramadhanya Jamil. 2021. “The Application of WhatsApp to Support Online Learning during the COVID-19 Pandemic in Indonesia.” Heliyon 7(8):e07853.
NIESS, Margaret L. 2006. “Guest Editorial : Preparing Teachers to Teach Mathematics With Technology.” Contemporary Issues in Technology and Teacher Education.
Núñez-Peña, M. I., M. Suárez-Pellicioni, and R. Bono. 2013. “Effects of Math Anxiety on Student Success in Higher Education.” International Journal of Educational Research 58:36–43.
Oktawirawan, Dwi Hardani. 2020. “Faktor Pemicu Kecemasan Siswa Dalam Melakukan Pembelajaran Daring Di Masa Pandemi Covid-19.” Jurnal Ilmiah Universitas Batanghari Jambi 20(2):541.
Østerlie, Ove, Audhild Løhre, Gørill Haugan, and Sammy King Fai Hui. 2019. “The Situational Motivational Scale (SIMS) in Physical Education: A Validation Study among Norwegian Adolescents.” Cogent Education 6(1).
Özcan, Zeynep Çiğdem. 2016. “The Relationship between Mathematical Problem-Solving Skills and Self-Regulated Learning through Homework Behaviours, Motivation, and Metacognition.” International Journal of Mathematical Education in Science and Technology 47(3):408–20.
Peker, Murat. 2009. “Students Teachers’ Teaching Anxiety about Mathematics and Their Learning Styles.” Eurasia Journal of Mathematics, Science and Technology Education 5(4):335–45.
Pelz, Bill. 2010. “(MY) Three Principles of Effective Online Pedagogy.” Journal of Asynchronous Learning Network.
Prahmana, Rully Charitas Indra, Dody Hartanto, Dian Artha Kusumaningtyas, Raden Muhammad Ali, and Muchlas. 2021. “Community Radio-Based Blended Learning Model: A Promising Learning Model in Remote Area during Pandemic Era.” Heliyon 7(7):e07511.
Queiroz, Vera, and Rosângela Agnoletto. 2020. “COVID-19 and the Challenges in Education (PREPRINT).” The Centro de Estudos Sociedade e Tecnologia (CEST) 5(March).
Rayford, Celes Raenee. 2010. “Reflective Practice : The Teacher in the Mirror.” Graduate College Junior High School of Nevada, Las Vegas.
Sahin, Ismail. 2007. “Predicting Student Satisfaction in Distance Education and Learning Environments.” Turkish Online Journal of Distance Education.
Septiany, V., S. E. Purwanto, and K. Umam. 2015. “Influence of Learning on Realistic Mathematics ICT-Assisted Mathematical Problem Solving Skills Students.” in Work-In-Progress Poster - Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015.
Sidney, Pooja G., Rajaa Thalluri, Morgan L. Buerke, and Clarissa A. Thompson. 2019. “Who Uses More Strategies? Linking Mathematics Anxiety to Adults’ Strategy Variability and Performance on Fraction Magnitude Tasks.” Thinking and Reasoning 25(1):94–131.
Stent, Angela. 1977. “Can Math Anxiety Be Conquered?” Change: The Magazine of Higher Learning 9(1):40–43.
Stern, Martin D. 1990. “Mathematical Motivation through Matrimony.” Mathematics Magazine 63(4):231–33.
Suárez-Pellicioni, Macarena, María Isabel Núñez-Peña, and Àngels Colomé. 2016. “Math Anxiety: A Review of Its Cognitive Consequences, Psychophysiological Correlates, and Brain Bases.” Cognitive, Affective and Behavioral Neuroscience 16(1):3–22.
Tague, Jenna, and Jennifer Czocher. 2016. “A Theoretical Approach to Ensuring Instructional and Curricular Coherence in the Flipped Classroom Model of a Differential Equations Course.” International Journal of Research in Undergraduate Mathematics Education 2(2):223–45.
Umam, K., T. Nusantara, I. N. Parta, E. Hidayanto, and H. Mulyono. 2019. “An Application of Flipped Classroom in Mathematics Teacher Education Programme.” International Journal of Interactive Mobile Technologies 13(3).
Umam, K., Suswandari, N. Asiah, I. T. Wibowo, and S. Rohim. 2017. “The Effect of Think-Pair-Share Cooperative Learning Model Assisted with ICT on Mathematical Problem Solving Ability among Junior High School Students.” in ICCE 2017 - 25th International Conference on Computers in Education: Technology and Innovation: Computer-Based Educational Systems for the 21st Century, Workshop Proceedings.
Umam, Khoerul, Toto Nusantara, I. Nengah Parta, Erry Hidayanto, and Herri Mulyono. 2019. “An Application of Flipped Classroom in Mathematics Teacher Education Programme.” International Journal of Interactive Mobile Technologies (IJIM) 13(03):68.
Visscher, Daniel, and Nina White. 2019. “New Dimensions of Math Anxiety in an RMARS-Addendum.”
Wang, Tianchong. 2017. “Overcoming Barriers to ‘Flip’: Building Teacher’s Capacity for the Adoption of Flipped Classroom in Hong Kong Secondary Schools.” Research and Practice in Technology Enhanced Learning 12(1):6.
Wasserman, Nicholas H., Christa Quint, Scott A. Norris, and Thomas Carr. 2017. “Exploring Flipped Classroom Instruction in Mathematics III.” International Journal of Science and Mathematics Education 15(3):545–68.
Winardi, Monica Priska Aprilia, Halini, and Hamdani. 2019. “Hubungan Kecemasan Matematika Dan Kemampuan Komunikasi Matematis Siswa Kelas IX Pada Materi SPLDV.” Jurnal Pendidikan Dan Pembelajaran Khatulistiwa 8(3).
Young, Kimberly S. 2007. “Cognitive Behavior Therapy with Internet Addicts: Treatment Outcomes and Implications.” CyberPsychology & Behavior 10(5):671–79.
Yung, Benny Hin Wai, Siu Ling Wong, Man Wai Cheng, Ching Sum Hui, and Derek Hodson. 2007. “Tracking Students Teachers’ Changing Conceptions of Good Science Teaching: The Role of Progressive Reflection with the Same Video.” Research in Science Education 37(3):239–59.
Zhang, Qi, and Fati Wu. 2016. “State-of-the-Art and Future Directions of Smart Learning.” Pp. 257–61 in State-of-the-Art and Future Directions of Smart Learning. Singapore: Lecture Notes in Educational Technology.
Zhou, Da, Xiaofeng Du, Kit Tai Hau, Haifeng Luo, Pingting Feng, and Jian Liu. 2020. “Teacher-Student Relationship and Mathematical Problem-Solving Ability: Mediating Roles of Self-Efficacy and Mathematical Anxiety.” Educational Psychology 40(4):473–89.
Zulherman, Farah Mohamad Zain, Darmawan Napitupulu, Siti Nazuar Sailin, and Liszulfah Roza. 2021. “Analyzing Indonesian Students’ Google Classroom Acceptance During COVID-19 Outbreak: Applying an Extended Unified Theory of Acceptance and Use of Technology Model.” European Journal of Educational Research 10(4):1697–1710.
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