Education · Literature

Research papers on Online learning outcomes

Recent and highly-cited academic work on online learning outcomes, gathered from Semantic Scholar, CrossRef and OpenAlex.

1. Academic outcomes of flipped classroom learning: a meta‐analysis

   Kuo-Su Chen, Lynn Valerie Monrouxe, Yi‐Hsuan Lu, et al. · 2018 · Medical Education · 348 citations

   CONTEXT: The flipped classroom (FC), reversing lecture and homework elements of a course, is popular in medical education. The FC uses technology-enhanced pre-class learning to transmit knowledge, incorporating in-class interaction to enhance higher cognitive learning. However, the FC model is expensive and research on its effectiveness remains inconclusive. The aim of this study was to compare the efficacy of the FC model over traditional lecture-based (LB) learning by meta-analysis. METHODS: We systematically searched MEDLINE, PubMed, ERIC, CINAHL, EMBASE, reference lists and Association for Medical Education in Europe (AMEE) conference books. Controlled trials comparing academic outcomes

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2. Comparing the Effectiveness of Online Learning Approaches on CS1 Learning Outcomes

   Michael Jongseon Lee, Amy J. Ko · 2015 · 109 citations

   People are increasingly turning to online resources to learn to code. However, despite their prevalence, it is still unclear how successful these resources are at teaching CS1 programming concepts. Using a pretest-posttest study design, we measured the performance of 60 novices before and after they used one of the following, randomly assigned learning activities: 1) complete a Python course on a website called Codecademy, 2) play through and finish a debugging game called Gidget, or 3) use Gidget's puzzle designer to write programs from scratch. The pre- and post-test exams consisted of 24 multiple choice questions that were selected and validated based on data from 1,494 crowdsourced respo

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3. The Costs of Online Learning: Examining Differences in Motivation and Academic Outcomes in Online and Face-to-Face Community College Developmental Mathematics Courses

   Michelle K. Francis, Stephanie V. Wormington, Chris S. Hulleman · 2019 · Frontiers in Psychology · 96 citations

   Although online courses are becoming increasingly popular in higher education, evidence is inconclusive regarding whether online students are likely to be academically successful, and what might account for differences in academic outcomes. In this study, we documented online and face-to-face students’ outcomes in community college mathematics courses, and whether differential outcomes could be explained as a function of students’ motivation or student characteristics (i.e., gender, underrepresented ethnic/racial minority status, first-generation college status, and adult learner status). Over 2,400 developmental mathematics students reported on their math motivation and perceptions of instr

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4. Increasing Access to Teacher Preparation: The Effectiveness of Traditional Instructional Methods in an Online Learning Environment

   Steven B. Smith, Sean J. Smith, Randall Boone · 2000 · Journal of Special Education Technology · 91 citations

   Distance education via the World Wide Web is currently being examined as a method to provide special and general education instruction in teacher preparation programs. The purpose of this study was to compare the effectiveness of traditional instructional methods in an online learning environment. Results of this study revealed that overall there were no significant differences between learning under the two conditions. That is, student academic outcomes were the same when instruction was delivered in a traditional classroom or through an online learning environment. Some advantage was found to online discussions in contrast to face-to-face discussions. Traditional instructional methods, suc

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5. The evaluation of synchronous and asynchronous online learning: student experience, learning outcomes, and cognitive load

   Chih-Tsung Hung, Shou-Le Wu, Yi-Hsien Chen, et al. · 2024 · BMC Medical Education · 68 citations

   The abrupt onset of the COVID-19 pandemic compelled universities to swiftly establish online teaching and learning environments that were not only immediately deployable but also conducive to high-quality education. This study aimed to compare the effectiveness of the online synchronous and asynchronous teaching formats in the dermatology lecture for undergraduate medical students, including academic performance, self-efficacy, and cognitive load. A total of 170 fourth-year undergraduate medical students attending the dermatology lecture were included. The lecture was delivered using both the synchronous method (live online lecture via Webex meeting) and the asynchronous method (lecture vide

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6. The Effectiveness of Hybrid Learning in Enhancing Academic Mindfulness and Deeper Learning of University Students

   Eman Khaled Essa · 2023 · International Journal of Research in Education and Science · 23 citations

   With the escalation of the Covid-19 crisis, many educational institutions have turned to distance education, especially universities and higher education institutions, which may affect the quality of learning outcomes especially those related to deeper learning and academic mindfulness. The present study aimed at investigating the effectiveness of hybrid learning in developing academic mindfulness and enhancing deeper learning of a sample of university students, in addition to shedding the light on the relationship among the study variables. The research sample consists of 350 university students from both humanities and scientific majors at two faculties in a university in Egypt during the

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7. The Effectiveness of Online Learning in The Emerging Academic Environment: A Structural Equation Modelling (SEM) Approach

   M. Chaudhary, Surendra Mahato, Madhav Adhikari · 2023 · FIIB Business Review · 12 citations

   This study investigates the mediating influence of perceived ease of use on the relationship among faculty perspective, students’ perspective, technology perspective and the effectiveness of online learning. Employing a causal-comparative research design, data were collected from 390 respondents using a five-point Likert scale. Structural equation modelling through AMOS was employed as the data analysis tool. The research findings reveal that perceived ease of use plays a crucial mediating role in the association among faculty perspective, students’ perspective, technology perspective and the effectiveness of online learning. The results underscore the significance of user experience and the

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8. ASSESSING THE EFFECTIVENESS OF HYBRID PEDAGOGICAL MODELS ON LEARNING OUTCOMES AND STUDENT ENGAGEMENT IN HIGHER EDUCATION INSTITUTIONS

   M.Suresh · 2025 · RCHUB: JOURNAL OF CONTEMPORARY TRENDS IN MANAGEMENT, COMMERCE AND ECONOMICS (JCMCE) · 12 citations

   Abstract: This study evaluates the effectiveness of hybrid pedagogical models on learning outcomes and student engagement in higher education institutions. A survey of 220 students reveals strong positive perceptions of hybrid learning in terms of flexibility, accessibility, and engagement. The findings indicate that blended learning improves academic performance, enhances conceptual understanding, and increases active participation. Students benefit from a combination of online resources and face-to-face instruction, which strengthens learning continuity. The study highlights hybrid pedagogy as an impactful and adaptable educational approach for modern university environments

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9. The effectiveness of traditional instructional methods in an online learning environment

   Steven B. Smith · 2019 · Digital Scholarship - UNLV (University of Nevada Reno) · 11 citations

   For more than a century, the most predominant form of instruction in higher education has been classroom-based and instructor-led. Today, this traditional approach to learning is being challenged by new technologies such as multimedia, telecommunications, and the Internet. It has been suggested that the effectiveness of traditional pedagogical methods in alternative learning environments may be resolved through the creation of a new domain for educational interaction referred to as online education (Harasim, 1990); There has been much research focused on the advantages of teaching university courses online (Davis, Odell, Abbitt, Amos, 1999; Hiltz, 1994; Harasim, 1990). However, there is litt

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10. Detecting Student Engagement in an Online Learning Environment Using a Machine Learning Algorithm

    Youssra Bellarhmouch, Hajar Majjate, Adil Jeghal, et al. · 2025 · Informatics · 10 citations

    This paper examines online learner engagement, a complex concept encompassing several dimensions (behavioral, emotional, and cognitive) and recognized as a key indicator of learning effectiveness. Engagement involves participation, motivation, persistence, and reflection, facilitating content understanding. Predicting engagement, particularly behavioral engagement, encourages interaction and aids teachers in adjusting their methods. The aim is to develop a predictive model to classify learners based on their engagement, using indicators such as academic outcomes to identify signs of difficulty. This study demonstrates that engagement in quizzes and exams predicts engagement in lessons, promo

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11. An analytical model of college students’ self-assessed satisfaction with the effectiveness of online learning: a structural equation model integrating LICE and S-O-R models

    Xin Dai, Rong-Rong Wang, Xue-Feng Huang, et al. · 2024 · Frontiers in Psychology · 7 citations

    Background Nowadays, e-learning significantly affects college students’ academic life. This study aims to examine the factors that influence college students’ satisfaction with online learning outcomes. Method The study population consisted of undergraduate students from Dalian Medical University, with a total of 715 college students participating in the study. Out of these participants, 602 valid questionnaires were obtained. Demographic data was analyzed using SPSS.22, and the data was cleaned and prepared for testing the research hypotheses. The proposed research framework was examined using structural equation modeling (SEM) through Smart-PLS 3.0. Results The results of the study showed

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12. Analysis of the Effectiveness of Online Learning Based on Google Classroom on High School Students' Learning Achievement

    Selvina Doranggi, Ardiana Rizka · 2025 · Indonesian Journal of Education Research (IJoER) · 5 citations

    Purpose of the study: This study employs a qualitative descriptive approach using a systematic literature review. Data were collected from scientific journal articles published between 2020 and 2022. The analysis follows the framework of data reduction, data display, and conclusion drawing to synthesize findings on the impact of Google Classroom on students' learning outcomes. Methodology: This study employs a qualitative descriptive approach using a systematic literature review. Data were collected from scientific journal articles published between 2020 and 2022. The analysis follows the framework of data reduction, data display, and conclusion drawing to synthesize findings on the impact

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13. Online assessments and their impact on student’s academic performance and learning outcomes: A case of South African University of Technology

    Radiakga Thabang Molokomme, Mpho Gift Motebe · 2025 · Journal of Infrastructure, Policy and Development · 5 citations

    This study explores the impact of online assessments on students’ academic performance and learning outcomes at the University of Technology in South Africa. The research problem addresses the effectiveness and challenges of digital assessment platforms in higher education (HE), particularly their influence on student engagement, feedback quality, and academic integrity. A qualitative case study approach was employed, involving semi-structured interviews with ten undergraduate and postgraduate students from diverse academic backgrounds. The findings reveal that while online assessments provide flexibility and immediate feedback, they also pose challenges related to technical issues, feedback

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14. The Impact of Dyslexia on the Effectiveness of Online Learning: A Systematic Literature Review

    Ting-Lei Liu, F. De Costa, M. Al Imran Yasin · 2023 · Studies in Media and Communication · 2 citations

    Dyslexia can have an impact on online learning outcomes. However, few studies have examined the association between dyslexia and online learning effectiveness. This systematic review focused on the effects of dyslexia on online learning effectiveness to conduct research in three major categories: analysis of impact, analysis of dyslexia on online learning, and analysis of interventions. A screening of two bibliographic databases identified 37 articles that met the inclusion criteria. The study determined that dyslexic learners are uncomforted with online learning and suffer from frustrated self-confidence and decreased academic performance in the learning process. It even affects the learner

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15. A Systematic Literature Review on the Impact of Digital Literacy on Online Learning Effectiveness

    E. Risdianto, K. Y. Sari, Hamed Barjesteh, et al. · 2025 · Journal of Studies in Science and Engineering · 1 citations

    This study integrates bibliometric analysis and a systematic literature review (SLR) to examine the role of digital literacy in enhancing the effectiveness of online learning and its influence on educational outcomes. Although research on digital literacy in online learning has increased, many studies remain limited to isolated analyses without presenting global publication trends or addressing contextual challenges across different regions. Through bibliometric analysis of 266 Scopus-indexed documents published between 2015 and 2025, this study revealed a significant upward trend in research focusing on the integration of digital skills and technological tools to support quality education.

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16. The Effectiveness of Online Learning Based on Learning Outcomes in the Mathematics Course during the Covid-19 Pandemic Period

    Farida Tuahuns, Fitri Savitri, Alifa Sabrina · 2022 · Jurnal Pendidikan Matematika · 1 citations

    The implementation of online learning due to the COVID-19 pandemic by the Indonesian government through the Ministry of Education has led to changes in the condition of the lecture system in public and private universities. This study aimed to determine the effectiveness of online learning in the mathematics course at STIKes IKIFA in the Pharmacy Study Program during the 2020/2021 academic year using a quantitative descriptive method. Student learning outcomes from pretest and posttest were compared to find the differences before and after treatment during online learning. A total of 95 students were recruited as sample through total sampling. The measurement of the effectiveness of online l

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17. Protocol: Effectiveness of Online Distance Education on Learning Outcomes Among K-12 Students: A Systematic Review

    Junjie Ren, Zhipeng Wei, Chun-Yan Liu, et al. · 2026 · Campbell Systematic Reviews · 1 citations

    This is the protocol for a Campbell systematic review. The objectives are as follows: To evaluate the effectiveness of online distance education compared to other approaches on K-12 students’ academic performance; to evaluate the effectiveness of online distance education compared to other approaches on K-12 students’ non-academic performance, including classroom participation, learning interest, learning pressure, social skills and social isolation, and; to evaluate the potential moderators between online distance education and students’ performance and other outcomes, such as grade, country, subject, study duration, teaching content and methods, and family circumstances.

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18. Student Learning Outcomes in Online Learning Settings

    Ashraf Bany Mohammed, Yaping Zhu, Ra’ed Moh’d Taisir Masa’deh, et al. · 2026 · Journal of Global Information Management · 1 citations

    Online learning has become prevalent across the globe since the COVID-19 pandemic. With this change and continuing growth of online learning, understanding its impact on student learning outcomes is critical. This paper focuses on different learning outcomes in online learning. The authors extend the online learning effectiveness literature by investigating the role of quality on student online learning outcomes. Further, the impact of quality is examined on various dimensions of student outcomes, including cognitive outcomes (engagement), psychological outcomes (flow), affective outcomes (satisfaction), and academic outcomes (learning performance). They conducted an online survey among stud

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19. Student Perceptions of Online Learning Application Effectiveness

    Chairul Fauzi, Ernawati, R. A. Gani · 2025 · Journal Informatic, Education and Management (JIEM)

    This study aims to explore students’ perceptions of the effectiveness of online learning applications in supporting academic learning. The research was conducted using a quantitative descriptive method involving [number] students from [institution or study program], who have used various online learning platforms such as Google Classroom, Zoom, and Moodle during their learning activities. Data were collected through a structured questionnaire focusing on user experience, ease of access, interactivity, and perceived learning outcomes. The results indicate that a majority of students perceive online learning applications as effective in facilitating flexible and accessible learning. However, s

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20. The Impact of Online Learning on Student Learning Outcomes in the Digital Era

    Heti Susanti, AMohd Hafizan Bin Hashim, Rahayu Meliasari, et al. · 2025 · Jurnal Pendidikan Bahasa

    The fast growth of information and communication technology in the digital age has changed how we learn. One change is the rise of Online Learning as a useful option for learning. This study aims to deeply understand how Online Learning affect students' learning results. Using a quantitative approach, we collected data through a questionnaire from students chosen based on their experiences with different Online Learning. The data analysis focused on exploring their experiences, views, and opinions about the effectiveness, challenges, and benefits of online learning for their academic understanding. The results are expected to give clear insights into the role of online learning platforms in

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21. The Online Learning Paradox: Gender and Academic Performance Gaps in EFL Students' Digital Education Preferences

    Amr M. Mohamed, Tahany S. Shaaban, H. Jmaiel, et al. · 2025 · Edutec, Revista Electrónica de Tecnología Educativa

    This study investigates gender- and GPA-based differences in English as a Foreign Language (EFL) students’ perceptions of online learning effectiveness, satisfaction, and preferences in Saudi higher education. A survey of 494 EFL students assessed preferences, satisfaction levels, and perceived effectiveness of online learning modalities. Data were analyzed using t-tests and chi-square tests to examine gender and GPA differences. Significant disparities emerged: male students reported higher preference (M=2.74 vs. 2.53) and satisfaction (M=2.67 vs. 2.52) than females (both p<0.01). Students with lower GPAs (≤3.5) demonstrated more positive attitudes across all dimensions (p<0.001), particula

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22. Perceptions of M.Ed. students on the effectiveness and accessibility of online learning in higher education

    Thamarasseri Ismail, D. Bella · 2025 · i-manager's Journal of Educational Technology

    This study investigates how M.Ed. students observe online education and the usefulness of digital learning systems in higher education. It emphasizes learning results, digital accessibility, academic efficacy, and general satisfaction. Fifty M.Ed. students were given a structured questionnaire through Google Forms that included Likert-scale items. Through pilot testing and expert evaluation, the survey tool was verified. Perceptions were mainly positive, according to descriptive statistics: mean scores for learning outcomes were 16.0, digital accessibility and usability were 16.3, and academic effectiveness was 15.9. On the other hand, pleasure displayed more variation, with a lower mean of

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23. Studying the Effectiveness of the Flipped Classroom Teaching Method for Promoting Education Students' Academic Performance and Learning Outcomes in Saudi Universities (A Comparative Study)

    M. Alsuwaylih · 2024 · Academic Journal of Research and Scientific Publishing

    This study examines whether the flipped classroom teaching method effectively improves the academic performance and learning skills of education students in Saudi universities, unlike traditional lecture-based pedagogies. Guided by constructivist learning theory, the research employs an autoethnographic methodology based on the experiences of the author as a student and educator in Saudi Arabia and Australia. This study examines how flipped classrooms integrate technology, student autonomy, responsibility for learning, engagement, and satisfaction. therefore, the flipped classroom is an educational approach that delivers theoretical content to students via videos or online learning materials

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24. Evaluating Online Learning Management Systems Effectiveness for Student Learning Outcomes in K-12 Education

    LuRuiJing, I. W. S. Warpala, N. N. Parwati · 2026 · Jurnal Paedagogy

    This study aims to examine the effectiveness of Learning Management Systems (LMSs) in relation to student learning outcomes by investigating the relationships among LMS usage, academic achievement, learning engagement, educational disparities, and teacher professional support in K–12 education. A quantitative cross-sectional correlational design was employed, involving 240 participants, comprising 200 students and 40 teachers from public and private schools in Java, Indonesia, who were selected through stratified random sampling. Data were collected using validated five-point Likert-scale questionnaires measuring LMS usage, learning engagement, educational disparities, and teacher profession

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