{"title":"A Panel Data Analysis of Using Multiple Content Modalities during Adaptive Learning Activities","authors":"","doi":"10.1007/s11162-024-09784-9","DOIUrl":null,"url":null,"abstract":"<h3>Abstract</h3> <p>This study investigates the effect of offering multiple means of representing content, one aspect of Universal Design for Learning (UDL). Students across the full range of the dis/ability spectrum all too often struggle to achieve course success. UDL-based course design promises to help students with disabilities (whether disclosed or not) as well as help all students, but research is needed to verify UDL’s specific benefits for student learning outcomes. This study aims to better understand the efficacy of representing course content using multiple means, which is one aspect of UDL pertaining to perception. Data were gathered from over 50 online courses in 14 subjects across the undergraduate curriculum taught with an adaptive learning system at a women’s institution. A panel data analysis with almost 200,000 cases of student learning activities investigated the effect of representing content in multiple ways (i.e., text, video, audio, interactive, or mixed content presentation format). When students used multiple modalities, a positive effect was found on student learning measures of knowledge gained within the adaptive system. The results have implications for future UDL-related research, as well as faculty development and curricular design.</p>","PeriodicalId":48200,"journal":{"name":"Research in Higher Education","volume":"14 1","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in Higher Education","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1007/s11162-024-09784-9","RegionNum":3,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0
Abstract
This study investigates the effect of offering multiple means of representing content, one aspect of Universal Design for Learning (UDL). Students across the full range of the dis/ability spectrum all too often struggle to achieve course success. UDL-based course design promises to help students with disabilities (whether disclosed or not) as well as help all students, but research is needed to verify UDL’s specific benefits for student learning outcomes. This study aims to better understand the efficacy of representing course content using multiple means, which is one aspect of UDL pertaining to perception. Data were gathered from over 50 online courses in 14 subjects across the undergraduate curriculum taught with an adaptive learning system at a women’s institution. A panel data analysis with almost 200,000 cases of student learning activities investigated the effect of representing content in multiple ways (i.e., text, video, audio, interactive, or mixed content presentation format). When students used multiple modalities, a positive effect was found on student learning measures of knowledge gained within the adaptive system. The results have implications for future UDL-related research, as well as faculty development and curricular design.
期刊介绍：
Research in Higher Education publishes studies that examine issues pertaining to postsecondary education. The journal is open to studies using a wide range of methods, but has particular interest in studies that apply advanced quantitative research methods to issues in postsecondary education or address postsecondary education policy issues. Among the topics of interest to the journal are: access and retention; student success; equity; faculty issues; institutional productivity and assessment; postsecondary education governance; curriculum and instruction; state and federal higher education policy; and financing of postsecondary education. The journal encourages submissions from scholars in disciplines outside of higher education, and studies from outside the United States that address issues that are of interest to the readership. The journal will on occasion publish short notes of a methodological nature, literature reviews of topics pertaining to postsecondary research, and “research and practice” studies illustrating how postsecondary research can inform decision making.
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