Analyzing Gender and Cultural Disparities in Science Literacy and Numeracy: Socioeconomic, Linguistic, and Educational Perspectives
(1) Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Latansa Mashiro, Indonesia
(2) Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Latansa Mashiro, Indonesia
Abstract
The current research examines differences between genders and cultures concerning scientific literacy and numeracy skills of Indonesian secondary school students residing in Sundaland, Indonesia. This quantitative study used hierarchical linear modeling (HLM) and analyzed results from literacy tests, questionnaires, and interviews conducted among the stratified sample. According to the analysis, Javanese students achieved the best results in the test; Balinese respondents scored the lowest due to unequal infrastructure and limited access to technology. Moreover, males showed greater results in numeracy, whereas females demonstrated their advantage in scientific literacy. In addition, the use of the mother tongue helped students achieve a better understanding of the concepts; Batak and Minangkabau respondents with long-standing cultural learning traditions showed higher results. Thus, this paper supports the idea that inclusive educational policy is a key factor for closing the literacy gap in ethnically diverse countries. Ethnomathematics and multicultural education practices should be used more often for improving academic performance in Indonesia. Even though this work has some limitations, including the geographic location of respondents and the lack of longitudinal studies, the author managed to conduct a valuable study on the issue under consideration. It will contribute to the development across diverse populations.
Keywords
Full Text:
PDFReferences
Akbar, W. K., Yuhelna, Y., & Rahmadani, S. (2021). The Dilemma of Islamic Education and Prostitution Life. JESS (Journal of Education on Social Science), 5(1), 1.
Alifah, L. (2023). Integration of 21st Century Skills in Thematic Learning in Elementary School. Jurnal Ilmiah Sekolah Dasar, 7(1), 168–175.
Amador, V., Ge, S., Santamaría, P. G., Guardavaccaro, D., & Pagano, M. (2007). APC/CCdc20 Controls the Ubiquitin-Mediated Degradation of p21 in Prometaphase. Molecular Cell, 27(3), 462–473.
Anwar, M. (2021). Analysis of Vocational Interests and Student’s Perception of Work-Based on Society 5.0 Towards Learning Outcomes. JPPI (Jurnal Penelitian Pendidikan Indonesia), 7(1), 57–64.
Armando, M., Ochs, M., & Régner, I. (2022). The Impact of Pedagogical Agents’ Gender on Academic Learning: A Systematic Review. Frontiers in Artificial Intelligence, 5.
Badan Pusat Statistik. (2023). Statistik Pendidikan 2023. BPS-Statistics Indonesia.
Balducci, M. (2023). Linking Gender Differences With Gender Equality: A Systematic-Narrative Literature Review of Basic Skills and Personality. Frontiers in Psychology, 14.
Barone, C., & Assirelli, G. (2020). Gender Segregation in Higher Education: An Empirical Test of Seven Explanations. Higher Education, 79(1), 55–78.
Basri, H. (2015). Conceptualizing Islamic Based Education: An Attempt Toward Islamization of Educational System in Aceh. Jurnal Ilmiah Didaktika, 15(2), 123.
Bassett, M., & Macnaught, L. (2024). Embedded Approaches to Academic Literacy Development: A Systematic Review of Empirical Research About Impact. Teaching in Higher Education, 1–19.
Bermejo, V., Ester, P., & Morales, I. (2021). How the Language of Instruction Influences Mathematical Thinking Development in the First Years of Bilingual Schoolers. Frontiers in Psychology, 12.
Borgonovi, F., & Greiff, S. (2020). Societal Level Gender Inequalities Amplify Gender Gaps in Problem Solving More Than in Academic Disciplines. Intelligence, 79, 101422.
Breda, T., & Napp, C. (2019). Girls’ Comparative Advantage in Reading Can Largely Explain the Gender Gap in Math-Related Fields. Proceedings of the National Academy of Sciences, 116(31), 15435–15440.
Bussell, H. (2021). Gender Is a Variable of Interest for Information Literacy Instruction. Evidence Based Library and Information Practice, 16(1), 101–103.
Cahill, J., & Bostic, J. (2025). Influence of Language on Multilingual Middle Grades Learners’ Mathematical Problem-Solving Outcomes. Journal of Urban Mathematics Education, 17(2), 11–42.
Chalkiadaki, A. (2018). A Systematic Literature Review of 21st Century Skills and Competencies in Primary Education. International Journal of Instruction, 11(3), 1–16.
Chistyakov, A. A., Zhdanov, S. P., Avdeeva, E. L., Dyadichenko, E. A., Kunitsyna, M. L., & Yagudina, R. I. (2023). Exploring the Characteristics and Effectiveness of Project-Based Learning for Science and STEAM Education. Eurasia Journal of Mathematics, Science and Technology Education, 19(5), em2256.
Co?kun, S., Kay?kc?, Y., & Gençay, E. (2019). Adapting Engineering Education to Industry 4.0 Vision. Technologies, 7(1), 10.
Creswell, J.W. & Creswell, J.D. (2018) Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. Sage.
Daly, K., Carter, E., & Sabates, R. (2023). Silenced by an Unknown Language? Exploring Language Matching During Transitions From Complementary Education to Government Schools in Ghana. Compare: A Journal of Comparative and International Education, 53(4), 585–602.
Dilekçi, A., & Karatay, H. (2023). The Effects of the 21st Century Skills Curriculum on the Development of Students’ Creative Thinking Skills. Thinking Skills and Creativity, 47, 101229.
Driscoll, A. M., Suresh, R., Popa, G., Berglund, L., Azer, A., ... & McGrath, A. (2024). Do Educational Interventions Reduce the Gender Gap in Communication Skills? A Systematic Review. BMC Medical Education, 24(1), 827.
Faiziyah, N., Sutama, S., Sholihah, I., Wulandari, S., & Yudha, D. A. (2020). Enhancing Creativity Through Ethnomathematics. Universal Journal of Educational Research, 8(8), 3704–3710.
Fraenkel, J. R., & Wallen, N. E. (2019). How to Design and Evaluate Research in Education (7th ed.). McGraw Hill Higher Education.
Francis, N., Chireac, S. M., & McClure, J. (2023). Cross-Cultural Language Awareness: Contrasting Scenarios of Literacy Learning. Journal of Cognition and Culture, 23(3–4), 357–377.
Goldstein, C., Woods, N., MacKinnon, R., Fazelzad, R., Gill, B., ... & Papadakos, J. (2024). Numeracy Education for Health Care Providers: A Scoping Review. Journal of Continuing Education in the Health Professions, 44(1), 35–43.
González-Salamanca, J. C., Agudelo, O. L., & Salinas, J. (2020). Key Competences, Education for Sustainable Development and Strategies for the Development of 21st Century Skills: A Systematic Literature Review. Sustainability, 12(24), 10366.
Hadyaoui, A., & Cheniti?Belcadhi, L. (2024). Exploring the Effects of Gender in Skills Acquisition in Collaborative Learning Based on the Ontological Clustering Model. Journal of Computer Assisted Learning, 40(6), 2484–2495.
Hafni, N., & Aiyub, A. (2021). Collaboration of Educational Actors in Formulating Integrated Curriculum Based on Islamic Values in Aceh. Malikussaleh Social and Political Reviews, 2(1), 20–32.
Hamudy, M. I. A., & Rifki, M. S. (2024). Literacy Development in Kalimantan, Indonesia. Jurnal Kajian Informasi & Perpustakaan, 12(1), 155–168.
Hanebuth, T. J. J., & Stattegger, K. (2003). The Stratigraphic Evolution of the Sunda Shelf During the Past Fifty Thousand Years. In Tropical Deltas of Southeast Asia (pp. 189–200).
Harahap, I. H., Restuati, M., & Hasairin, A. (2020). Analysis of Students’ Critical Thinking Skills, Scientific Literacy and Scientific Attitude in Ecosystem Materials. Proceedings of the 5th Annual International Seminar on Transformative Education and Educational Leadership (AISTEEL 2020), 93–96.
Haviz, M., Maris, I. M., Anwar, A., Bakar, L., Aziz, D., & Fudholi, A. (2020). Assessing Pre-Service Teachers Perception on 21st Century Skills in Indonesia. Journal of Turkish Science Education.
Herbaut, E., & Barone, C. (2021). Explaining Gender Segregation in Higher Education: Longitudinal Evidence on the French Case. British Journal of Sociology of Education, 42(2), 260–286.
Irwanto, I., Cahyana, U., Ayuni, N. P. S., & Wijayako, R. S. (2024). Exploring High School Students’ Attitudes Towards Digital Game-Based Learning: A Perspective From Indonesia. Journal of Education and e-Learning Research, 11(1), 1–7.
Indonesia, Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi. (2023). Peraturan Menteri Pendidikan, Kebudayaan, Riset, dan Teknologi Nomor 22 Tahun 2023 tentang Standar Sarana dan Prasarana pada Pendidikan Anak Usia Dini, Jenjang Pendidikan Dasar, dan Jenjang Pendidikan Menengah.
Ismawati, E., Hersulastuti, H., Amertawengrum, I. P., & Anindita, K. A. (2023). Portrait of Education in Indonesia: Learning From PISA Results 2015 to Present. International Journal of Learning, Teaching and Educational Research, 22(1), 321–340.
Iswara, H. S., Ahmadi, F., & Ary, D. D. (2022). Numeracy Literacy Skills of Elementary School Students Through Ethnomathematics-Based Problem Solving. Interdisciplinary Social Studies, 2(2), 1604–1616.
Jabeen, S., Haq, S., Jameel, A., Hussain, A., Asif, M., ... & Jabeen, A. (2020). Impacts of Rural Women’s Traditional Economic Activities on Household Economy: Changing Economic Contributions Through Empowered Women in Rural Pakistan. Sustainability, 12(7), 2731.
Kamarulzaman, N. S. B., Phon, D. N. E., & Baharuddin, M. S. (2021). A Mathematical Educational Game Application for Primary School Slow Learner. In Proceedings - 2021 International Conference on Software Engineering and Computer Systems, 348–353.
Kartal, B. (2020). Pre-Service Science and Mathematics Teachers’ Teaching Efficacy Beliefs and Attitudes Toward Teaching: A Partial Correlation Research. Australian Journal of Teacher Education, 45(9), 42–61.
Kim, J., & Park, C. (2020). Education, Skill Training, and Lifelong Learning in the Era of Technological Revolution: A Review. Asian-Pacific Economic Literature, 34(2), 3–19.
Konopko, J. (2015). Unlocking the Potential of the Smart Grid. AIP Conference Proceedings, 1702.
Lachmann, T., & Bergström, K. (2023). The Multiple-Level Framework of Developmental Dyslexia: The Long Trace From a Neurodevelopmental Deficit to an Impaired Cultural Technique. Journal of Cultural Cognitive Science, 7(2), 71–93.
Larasati, S., & Al Mighwar, M. (2023). History of the Development of Education in Indonesia. HISTORICAL: Journal of History and Social Sciences, 2(3), 142–150.
Lee, J., Alonzo, D., Beswick, K., Abril, J. M. V., Chew, A. W., & Oo, C. Z. (2024). Dimensions of Teachers’ Data Literacy: A Systematic Review of Literature From 1990 to 2021. Educational Assessment, Evaluation and Accountability, 36(2), 145–200.
Lee, J., & Stankov, L. (2018). Non-Cognitive Predictors of Academic Achievement: Evidence From TIMSS and PISA. Learning and Individual Differences, 65, 50–64.
Lidinillah, D. A. M., Rahman, R., Wahyudin, W., & Aryanto, S. (2022). Integrating Sundanese Ethnomathematics Into Mathematics Curriculum and Teaching: A Systematic Review From 2013 to 2020. Infinity Journal, 11(1), 33–54.
Lieskovský, J., & Sunyík, V. (2022). How to Enhance Scientific Literacy? Review of Interventions Focused on Improving High School Students’ Scientific Reasoning Skills and Attitudes Toward Science. Ceskoslovenska Psychologie, 66(1), 30–45.
Malik, A., & Ubaidillah, M. (2021). Multiple Skill Laboratory Activities: How to Improve Students’ Scientific Communication and Collaboration Skills. Jurnal Pendidikan IPA Indonesia, 10(4), 585–595.
Mariane, I., Sariningsih, Y., Buanawaty, R. A., & Azis, H. A. (2023). Improving Digital Literacy Skills for Youth Karang Taruna, Cigadung Village, Cibeunying Kaler District, Bandung City. KAIBON ABHINAYA: Jurnal Pengabdian Masyarakat, 5(1), 91–99.
Martawijaya, M. A., Rahmadhanningsih, S., Swandi, A., Hasyim, M., & Sujiono, E. H. (2023). The Effect of Applying the Ethno-STEM-Project-Based Learning Model on Students’ Higher-Order Thinking Skill and Misconception of Physics Topics Related to Lake Tempe, Indonesia. Jurnal Pendidikan IPA Indonesia, 12(1), 1–13.
Ongesa, C. M. (2020). Critical Thinking Skill Gap in the Kenyan Education Curriculum. Journal of Interdisciplinary Studies in Education, 9(SI), 178–191.
OECD. (2023). PISA 2022 Assessment and Analytical Framework. OECD Publishing.
OECD. (2023). PISA 2022 Results (Volume I): The State of Learning and Equity in Education. OECD Publishing.
Prieto-Rodriguez, E., Sincock, K., & Blackmore, K. (2020). STEM Initiatives Matter: Results From a Systematic Review of Secondary School Interventions for Girls. International Journal of Science Education, 42(7), 1144–1161.
Psaki, S., Haberland, N., Mensch, B., Woyczynski, L., & Chuang, E. (2022). Policies and Interventions to Remove Gender?Related Barriers to Girls’ School Participation and Learning in Low? and Middle?Income Countries: A Systematic Review of the Evidence. Campbell Systematic Reviews, 18(1).
Qiao, C., Chen, Y., Guo, Q., & Yu, Y. (2024). Understanding Science Data Literacy: A Conceptual Framework and Assessment Tool for College Students Majoring in STEM. International Journal of STEM Education, 11(1), 25.
Rapp, J., & Borgonovi, F. (2019). La Brecha de Género en Matemáticas y en Lectura: La Perspectiva del Estudiante. Journal of Supranational Policies of Education (JoSPoE), 9, 6.
Reilly, D., Neumann, D. L., & Andrews, G. (2019). Gender Differences in Reading and Writing Achievement: Evidence From the National Assessment of Educational Progress (NAEP). American Psychologist, 74(4).
Reyna, V. F., & Brainerd, C. J. (2023). Numeracy, Gist, Literal Thinking and the Value of Nothing in Decision Making. Nature Reviews Psychology, 2(7), 421–439.
Sahoo, S., & Klasen, S. (2021). Gender Segregation in Education: Evidence From Higher Secondary Stream Choice in India. Demography, 58(3), 987–1010.
Sartono, S., Triswandari, R., Nisa, S., Safitri, S., Ariani, Y., ... & Helsa, Y. (2024). Analysis of Students’ Learning Loss in Math in Padang City, Indonesia. Jurnal Pendidikan Matematika, 18(3), 431–446.
Stehle, S. M., & Peters-Burton, E. E. (2019). Developing Student 21st Century Skills in Selected Exemplary Inclusive STEM High Schools. International Journal of STEM Education, 6(1), 39.
Suardana, I. K., Sukarlinawati, W., & Suwendra, I. W. (2023). The Importance of Hinduism and Cultural Education Role Through Customary Village-Based Non-Formal Education to Maintain the Integrity of Bali. International Journal of Multidisciplinary Sciences, 1(4), 403–414.
Takyi, S. A., Amponsah, O., Asibey, M. O., & Ayambire, R. A. (2021). An Overview of Ghana’s Educational System and Its Implication for Educational Equity. International Journal of Leadership in Education, 24(2).
Thornhill-Miller, B., Camarda, A., Mercier, M., Burkhardt, J. M., Morisseau, T., ... & Lubart, T. (2023). Creativity, Critical Thinking, Communication, and Collaboration: Assessment, Certification, and Promotion of 21st Century Skills for the Future of Work and Education. Journal of Intelligence, 11(3), 54.
van Laar, E., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2020). Determinants of 21st-Century Skills and 21st-Century Digital Skills for Workers: A Systematic Literature Review. Sage Open, 10(1).
Verdugo-Castro, S., García-Holgado, A., & Sánchez-Gómez, M. C. (2022). The Gender Gap in Higher STEM Studies: A Systematic Literature Review. Heliyon, 8(8), e10300.
Walker, T., Liyanage, I., Madya, S., & Hidayati, S. (2019). Media of Instruction in Indonesia: Implications for Bi/Multilingual Education (pp. 209–229). Springer.
Wulandari, N. F., & Jailani, J. (2017). Mathematics Skill of Fifteen Years Old Students in Yogyakarta in Solving Problems Like PISA. Journal on Mathematics Education, 9(1), 129–144.
Yoda, I. K. (2017). The Development of Cooperative Learning Model Based on Local Wisdom of Bali for Physical Education, Sport and Health Subject in Junior High School. IOP Conference Series: Materials Science and Engineering, 180, 012166.
Yulianto, D., Umami, M. R., Anwar, S., Juniawan, E. A., & Junaedi, Y. (2024). The Influence of Project-Based Mathematics Learning on 21st Century Skills (4C’s) Considering Students’ Learning Styles and Teachers’ Instructional Methods. AXIOM: Jurnal Pendidikan dan Matematika, 13(2), 153.
Yulianto, D., Umami, M. R., & Mony, R. S. (2024). Fostering Critical Thinking and Self-Efficacy in Mathematics Students. Union: Jurnal Ilmiah Pendidikan Matematika, 12(1), 116–133.
Zein, S. (2019). English, Multilingualism and Globalisation in Indonesia. English Today, 35(1), 48–53.
Refbacks
- There are currently no refbacks.
View My Stats