Insights from scientometrics and text analysis on the management of inclusive education in higher education
DOI:
https://doi.org/10.32674/gwyp3m17Keywords:
Inclusive education, scientometrics, publication analysis, accessibility, collaborationAbstract
This study employs scientometric and text-analytic approaches to map the management of inclusive education, encompassing a review of scientific publications from 1997 to 2024. The data show significant publication growth, with an annual growth rate of 19.02%, and 736 documents published by 1,934 authors across 736 sources. The analysis results showed an average citation per document of 7,876, reflecting the field’s high impact. The annual scientific production chart shows a stable initial phase through 2010, followed by a significant increase after 2016, peaking in 2023. An analysis based on Bradford’s law revealed that most articles originated from a small number of core journals. In contrast, network analysis identified relationships between key topics such as “inclusive education,” “students,” and “technology.”
References
Afanasyeva, Y., Bratkova, M., Galoyan, D., Rzanova, S. and Bombieri, L. (2024), “The impact of interactive touchscreen images on the well-being of schoolchildren in the context of inclusive education”, Education and Information Technologies, Springer, doi: 10.1007/s10639-024-12608-z.
Ainscow, M. (2005), “Developing inclusive education systems: What are the levers for change?”, Journal of Educational Change, Vol. 6 No. 2, pp. 109–124, doi: 10.1007/s10833-005-1298-4.
Ainscow, M., Dyson, A. and Weiner, S. (2013), “From exclusion to inclusion: A review of international literature on ways of responding to students with special education needs in schools”, International Journal of Inclusive Education, Vol. 17 No. 4, pp. 471–487.
Al-Hendawi, M. and Alodat, A.M. (2023a), “Inclusive education of refugee students with disabilities in higher education: a comparative case study”, Humanities and Social Sciences Communications, Springer Nature, Vol. 10 No. 1, doi: 10.1057/s41599-023-02410-6.
Al-Hendawi, M. and Alodat, A.M. (2023b), “Inclusive education of refugee students with disabilities in higher education: a comparative case study”, Humanities and Social Sciences Communications, Springer US, Vol. 10 No. 1, p. 942, doi: 10.1057/s41599-023-02410-6.
Al-Korbi, H., Al-Hamdani, M.A., Ghareeb, A., Al-Asmakh, M. and Abdallah, A.M. (2024), “Facilitating inclusive education: Assessing faculty awareness and attitudes towards students with special educational needs at Qatar university”, Heliyon, Elsevier Ltd, Vol. 10 No. 10, doi: 10.1016/j.heliyon.2024.e31076.
Alhammadi, M.M. (2024), “Assessing the efficiency of teacher education program in Emirati university for preparing pre-service teachers for inclusive education”, Cogent Education, Cogent, Vol. 11 No. 1, p. , doi: 10.1080/2331186X.2024.2369966.
Alves, I., Christodoulidis, A., Carpenter, J. and Hogg, V.M. (2024), “Practitioner Enquiry as Lifelong Teacher Education for Inclusion”, Education Sciences, Vol. 14 No. 3, p. 268, doi: 10.3390/educsci14030268.
Aria, M. and Cuccurullo, C. (2017), “bibliometrix : An R-tool for comprehensive science mapping analysis”, Journal of Informetrics, Elsevier Ltd, Vol. 11 No. 4, pp. 959–975, doi: 10.1016/j.joi.2017.08.007.
Avramidis, E. and Norwich, B. (2002), “Teachers’ attitudes towards integration/inclusion: A review of the literature”, European Journal of Special Needs Education, Vol. 17 No. 2, pp. 129–147, doi: 10.1080/08856250210129056.
Azorín, C. and Martínez, C. (2023), “Inclusive education in times of pandemic”, Revista Complutense de Educación, Vol. 34 No. 1, pp. 57–67, doi: 10.5209/rced.76761.
Begidova, T.P., Begidov, M.V., Mukina, E.Y. and Loseva, A.S. (2024), “Inclusive education in a sports-oriented higher education institution”, in E.E., A., R.K., K. and V.N., K. (Eds.), BIO Web of Conferences, Vol. 120, EDP Sciences, doi: 10.1051/bioconf/202412001006.
Bhawana, T., Muzamil, M.R., Ali, T., Iftikhar, M. and Ashraf, I. (2024), “Investigating Factors Affecting Teacher Training in Classroom Management at Primary Schools in”, Vol. 13 No. 1, pp. 654–665.
Boardman, A.G., Schwarz, V.S. and Sollenberger, L. (2024), “Integrating disability into equity-focused general education teacher preparation”, Frontiers in Education, Frontiers Media SA, Vol. 9, doi: 10.3389/feduc.2024.1372380.
Booth, T. and Ainscow, M. (2002), Index for Inclusion: Developing Learning and Participation in Schools, the Centre for studies on Inclusive Education (CSIE), Bristol.
Bornmann, L. (2020), “How can citation impact in bibliometrics be normalised? A new approach combining citing-side normalisation and citation percentiles”, Quantitative Science Studies, Vol. 1 No. 4, pp. 1553–1569, doi: 10.1162/qss_a_00089.
Corcoran, T., Whitburn, B. and McCandless, T. (2024), “Making Inherent Requirements Coherent: Anticipating a Means to Inclusive Education”, Scandinavian Journal of Disability Research, Stockholm University Press, Vol. 26 No. 1, pp. 272 – 285, doi: 10.16993/sjdr.1141.
Corcoran, T., White, J. and Whitburn, B. (2015), Disability Studies: Educating for Inclusion, Disability Studies: Educating for Inclusion, Sense Publishers.
Cotán, A., Carballo, R. and Spinola-Elias, Y. (2024), “Giving a voice to the best faculty members: benefits of digital resources for the inclusion of all students in Arts and Humanities”, International Journal of Inclusive Education, Routledge, Vol. 28 No. 7, pp. 1240 – 1257, doi: 10.1080/13603116.2021.1991492.
Dyliaeva, K., Rothman, S.B. and Ghotbi, N. (2024), “Challenges to Inclusive Education for Students With Disabilities in Japanese Institutions of Higher Education”, Higher Learning Research Communications, Walden University, Vol. 14 No. 1, pp. 1 – 18, doi: 10.18870/hlrc.v14i1.1453.
Ebersold, S. (2015), “Accessibility, inclusive education policies and right to education: Conceptual and methodological thoughts; [Accessibilité, politiques inclusives et droit à l’éducation: considérations conceptuelles et méthodologiques]”, Alter, Elsevier Masson SAS, Vol. 9 No. 1, pp. 22 – 33, doi: 10.1016/j.alter.2014.06.001.
Fernández-Cerero, J., Montenegro-Rueda, M. and Fernández-Batanero, J.M. (2023), “Impact of University Teachers’ Technological Training on Educational Inclusion and Quality of Life of Students with Disabilities: A Systematic Review”, International Journal of Environmental Research and Public Health, MDPI, Vol. 20 No. 3, doi: 10.3390/ijerph20032576.
Florian, L. (2008), “INCLUSION: Special or inclusive education: future trends”, British Journal of Special Education, Vol. 35 No. 4, pp. 202–208, doi: 10.1111/j.1467-8578.2008.00402.x.
Florian, L. and Black-Hawkins, K. (2011), “Exploring inclusive pedagogy”, British Educational Research Journal, Vol. 37 No. 5, pp. 813–828, doi: 10.1080/01411926.2010.501096.
Florian, L. and Spratt, J. (2013), “Enacting inclusion: a framework for interrogating inclusive practice”, European Journal of Special Needs Education, Vol. 2 No. 28, pp. 119–135.
Gandarillas, M.A., Elvira-Zorzo, M.N. and Rodríguez-Vera, M. (2024), “The impact of parenting practices and family economy on psychological wellbeing and learning patterns in higher education students”, Psicologia: Reflexao e Critica, Springer Science and Business Media Deutschland GmbH, Vol. 37 No. 1, doi: 10.1186/s41155-024-00291-5.
Hehir, T. and Katzman, L.I. (2012), Effective Inclusive Schools: Designing Successful Schoolwide Programs, Jossey-Bass, San Francisco.
Horlin, C., Hronska, B. and Nordmann, E. (2024), “I can be a ‘normal’ student: the role of lecture capture in supporting disabled and neurodivergent students’ participation in higher education”, Higher Education, Springer Science and Business Media B.V., doi: 10.1007/s10734-024-01201-5.
Kokhan, S., Vlasava, S., Eshiev, A., Kozhomberdieva, K. and Zhakypova, N. (2023), “Inclusive higher education as a factor of socio-psychological adaptation of special students”, in I., T. and T., D. (Eds.), E3S Web of Conferences, Vol. 402, EDP Sciences, doi: 10.1051/e3sconf/202340208011.
Korthals Altes, T., Willemse, M., Goei, S.L. and Ehren, M. (2024), “Higher education teachers’ understandings of and challenges for inclusion and inclusive learning environments: A systematic literature review”, Educational Research Review, Elsevier Ltd, Vol. 43 No. March, p. 100605, doi: 10.1016/j.edurev.2024.100605.
Lid, I.M., Chalachanová, A., van den Breemer, R. and Raustøl, A. (2024), “Recognising students with intellectual disabilities in higher education”, Nordic Journal of Studies in Educational Policy, Routledge, doi: 10.1080/20020317.2024.2382366.
Lo, N.H.N., Spandagou, I. and Evans, D. (2024), “University pathway teachers’ salient beliefs of inclusive education: an elicitation study of the Theory of Planned Behaviour”, Higher Education Research and Development, Routledge, Vol. 43 No. 6, pp. 1325 – 1340, doi: 10.1080/07294360.2024.2332247.
Lomibao, H.P., Gealone, P.J.N., Barajas, J.R., Hinlo, R.A., Nebres, B.B.B. and Tonga, D. (2024), “An In-Depth Financial Analysis of Cost-Intensive Programs at Bicol University: Pathways to Inclusive Education”, 2024 Systems and Information Engineering Design Symposium, SIEDS 2024, Institute of Electrical and Electronics Engineers Inc., pp. 13 – 17, doi: 10.1109/SIEDS61124.2024.10534717.
Lopatina, H., Tsybuliak, N., Popova, A., Hurenko, O. and Suchikova, Y. (2024), “Inclusive education in higher education institution: Are Ukrainian faculty members’ ready for it?”, Research in Education, SAGE Publications Inc., Vol. 118 No. 1, pp. 49 – 72, doi: 10.1177/00345237231207721.
Loreman, T., Deppeler, J. and Harvey, D. (2011), Inclusive Education A Practical Guide to Supporting Diversity in the Classroom, Routledge, New York.
Madar, N.K. and Danoch, A. (2024), “Inclusive education in Israel: a study of policy impact on access to education”, International Journal of Inclusive Education, Routledge, Vol. 28 No. 1, pp. 78 – 89, doi: 10.1080/13603116.2021.1916109.
Markham, S.K., Kowolenko, M. and Michaelis, T.L. (2015), “Unstructured text analytics to support new product development decisions”, Research Technology Management, Vol. 58 No. 2, pp. 30–38, doi: 10.5437/08956308X5802291.
Mashwama, X.N. and Omodan, B.I. (2024), “Breaking Barriers: A Systematic Review of Inclusive Practices in Higher Education for Engineering Students with Disabilities”, International Journal of Learning, Teaching and Educational Research, Society for Research and Knowledge Management, Vol. 23 No. 7, pp. 228 – 249, doi: 10.26803/ijlter.23.7.12.
Mittler, P. (2000). Working Toward Inclusive Education: Social Contexts, David Fulton Publishers, New York, doi: 10.1352/0047-6765(2001)039<0415:br>2.0.co;2.
Morgado, B., Cortés-Vega, M.D., López-Gavira, R., Álvarez, E. and Moriña, A. (2016), “Inclusive Education in Higher Education?”, Journal of Research in Special Educational Needs, Vol. 16, pp. 639–642, doi: 10.1111/1471-3802.12323.
Morgado, B. and Sánchez-Díaz, M.N. (2024), “Teaching for all: profile of faculty members who facilitate the success and inclusion of students with disability”, European Journal of Special Needs Education, Routledge, Vol. 39 No. 2, pp. 281 – 296, doi: 10.1080/08856257.2023.2207058.
Moriña, A. (2015), “Inclusive university settings? An analysis from the perspective of students with disabilities”, Cultura y Educación, Vol. 27 No. 3, pp. 669–694, doi: 10.1080/11356405.2015.1072361.
Moriña, A., Carballo, R. and Castellano-Beltran, A. (2024), “A Systematic Review of the Benefits and Challenges of Technologies for the Learning of University Students With Disabilities”, Journal of Special Education Technology, SAGE Publications Inc., Vol. 39 No. 1, pp. 41 – 50, doi: 10.1177/01626434231175357.
Moriña, A., Cortés, M.D. and Melero, N. (2014), “Inclusive curricula in Spanish higher education? Students with disabilities speak out”, Disability and Society, Vol. 29 No. 1, pp. 44–57, doi: 10.1080/09687599.2013.769862.
Moriña Díez, A., López, R.G. and Molina, V.M. (2015), “Students with disabilities in higher education: a biographical-narrative approach to the role of lecturers”, Higher Education Research and Development, Vol. 34 No. 1, pp. 147–159, doi: 10.1080/07294360.2014.934329.
Nations, U. (2020), Inequality in a Rapidly Changing World, World Social Report 2020.
Pijl, S.J. and J.W.Meijer, C. (1997), “Factors in inclusion: a framework”, in Pijl, S.J., J.W.Meijer, C. and Hegarty, S. (Eds.), Inclusive Education: A Global Agenda, Routledge, New York, pp. 1–195, doi: 10.6033/tokkyou.41.613.
Quintero, R., Pertuz, L., Mosalvo, J., Amador, E., Portnoy, I., Acuña-Rodríguez, M. and Córdova, A. (2024), “Analysis of Self-efficacy and Attitude-mediated Inclusivity in Higher Education: A Case Study on the Colombian North Coast”, in E., S. (Ed.), Procedia Computer Science, Vol. 231, Elsevier B.V., pp. 539 – 544, doi: 10.1016/j.procs.2023.12.247.
Ramirez-Montoya, M.S., Weber, J.C., Cox, G. and Tenorio-Sepulveda, G.C. (2024), “Inclusive Digital Education on Open Platforms: A Case Study of the Complexity of the Future of Education”, Computers in the Schools, Routledge, Vol. 0 No. 0, pp. 1–18, doi: 10.1080/07380569.2024.2322164.
Redshaw, S. and Deehan, J. (2024), “Diversities in higher education: academics’ inclusive views and reported practices in a regional Australian university”, Teaching in Higher Education, pp. 1–18, doi: 10.1080/13562517.2024.2306261.
Ristad, T., Østvik, J., Horghagen, S., Kvam, L. and Witsø, A.E. (2024), “A multi-stakeholder perspective on inclusion in higher education: Ruling on fragile ground”, International Journal of Educational Research Open, Elsevier Ltd, Vol. 6, doi: 10.1016/j.ijedro.2023.100311.
Sánchez Díaz, M.N. and Morgado, B. (2024), “‘With arms wide open’. Inclusive pedagogy in higher education in Spain”, Disability and Society, Routledge, Vol. 39 No. 7, pp. 1800–1820, doi: 10.1080/09687599.2022.2162858.
Serrano Fernández, L. and Viguera Monje, M. (2024), “A Systematic review of the presence and participation of students with intellectual disabilities in Spanish universities”, Journal of Intellectual Disabilities, doi: 10.1177/17446295241246035.
Sholihin, M. (2023), “Islamic rationality of Muslim consumers: new insight from text analytics and Al-Ghazali’s thought”, Journal of Islamic Accounting and Business Research, doi: 10.1108/JIABR-10-2022-0291.
Slee, R. (2011), The Irregular School Exclusion, Schooling and Inclusive Education Foundations and Futures of Education, Routledge, New Jersey and London.
Soriano, A.J.Z.G. de, Montoro, M.A. and Colón, A.M.O. (2024), “Digital Teaching Competence and Educational Inclusion in Higher Education. A Systematic Review”, Electronic Journal of E-Learning, Academic Conferences and Publishing International Limited, Vol. 22 No. 1, pp. 31 – 45, doi: 10.34190/ejel.22.1.3139.
Van Staden-Payne, I. and Nel, M. (2023), “Exploring factors that full-service school teachers believe disable their self-efficacy to teach in an inclusive education system”, Frontiers in Education, Vol. 7 No. January, pp. 1–10, doi: 10.3389/feduc.2022.1009423.
Thomas, M.K.E. and Whitburn, B.J. (2019), “Time for inclusion?”, British Journal of Sociology of Education, Routledge, Vol. 40 No. 2, pp. 159 – 173, doi: 10.1080/01425692.2018.1512848.
Von Ungern-Sternberg, S. (2000), “Bradford’s law in the context of information provision”, Scientometrics, doi: 10.1023/A:1005669410627.
United Nations. (2006), Covention on the Right of Persons with Disabilities and Optional Protocal, New York, doi: 10.1177/0924051917722294.
Vickery, B.C. (1948), “Bradford’s Law of Scattering”, Journal of Documentation, Vol. 4 No. 3, pp. 198–203, doi: 10.1108/eb026133.
Wang, J., Li, M., Skitmore, M. and Chen, J. (2024), “Predicting Construction Company Insolvent Failure: A Scientometric Analysis and Qualitative Review of Research Trends”, Sustainability (Switzerland), Multidisciplinary Digital Publishing Institute (MDPI), Vol. 16 No. 6, doi: 10.3390/su16062290.
Wareing, M. and Ferguson, G. (2024), “Learning environments”, Practice Supervision and Assessment in Nursing, Health and Social Care, pp. 27–39, doi: 10.4324/9781003358602-3.
Xu, X. (2024), “Zero-knowledge proofs in education: a pathway to disability inclusion and equitable learning opportunities”, Smart Learning Environments, Springer, Vol. 11 No. 1, doi: 10.1186/s40561-024-00294-w.
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