Effect of Blended Learning on Students' Learning Outcomes: A Meta-Analysis

Abstract: Effect of Blended Learning on Students’ Learning Outcomes: A Meta-analysis. Objective: This research aims to determine the effect of blended learning implementation in Indonesia between 2016-2020. Methods: This is a meta-analysis study and 27 articles met the criteria analyzed by Revman 5.4. This study reported effect size of blended learning on learning outcomes consisting of subgroups of education levels (elementary school, junior high school, senior high school, vocational education, and college) and subgroups of learning outcomes (knowledge, thinking ability, and attitude). Findings: The theoretical effect size score of Standard Mean Difference or SMD = 1.01 (95% CI [0.802– 1.20). P < 0.00001) for blended learning compared to conventional. Subgroup analysis obtained a high category effect size for Blended Learning’s application according to the level of education and learning achievement. Except for the effect size for attitudes belongs to the moderate category. Conclusion: This study concluded that Blended Learning positively affects knowledge mastery, thinking ability, motivation, and learning independence at all levels of education. Keywords: blended learning, learning outcomes, education level. Abstrak: Pengaruh Blended Learning Terhadap Hasil Belajar Siswa: Suatu Meta Analisis. Tujuan: Penelitian ini bertujuan untuk mengetahui pengaruh penerapan blended learning di Indonesia antara tahun 2016–2020. Metode: Penelitian ini merupakan penelitian meta-analisis dan 27 artikel telah memenuhi kriteria setelah dianalisis dengan menggunakan Revman 5.4. Dalam penelitian ini dilaporkan effect size dari blended learning terhadap hasil belajar yang terdiri atas subgroup jenjang pendidikan (SD, SMP, SMA, SMK dan Perguruan tinggi) dan subgroup hasil belajar (pengetahuan, kemampuan berpikir, dan sikap). Temuan: Skor effect size teoritik standar mean difference atau SMD = 1.01 (95% CI [0.802– 1.20). P < 0.00001) untuk blended learning dibandingkan dengan metode pembelajaran konvensional. Analisis subgrup diperoleh informasi bahwa effect size berkategori tinggi untuk penerapan blended learning sesuai jenjang pendidikan dan hasil belajar. Kecuali effect size untuk sikap masuk ke dalam kategori sedang. Kesimpulan: Penelitian ini menyimpulkan bahwa Blended Learning memberi pengaruh positif terhadap penguasaan pengetahuah. kemampuan berpikir. motivasi dan kemandirian belajar di semua jenjang pendidikan. Kata kunci: blended learning, hasil belajar, tingkat pendidikan. DOI: http://dx.doi.org/10.23960/jpp.v11.i2.202113

[1]  Calvin E. J. Mamahit PENGARUH PEMBELAJARAN JARAK JAUH MODEL BAURAN TERHADAP HASIL BELAJAR DAN PERSEPSI MAHASISWA [THE EFFECT OF THE BLENDED LEARNING MODEL ON STUDENT LEARNING OUTCOMES AND PERCEPTIONS] , 2021 .

[2]  Ganjar Susilo,et al.  Kemandirian Belajar Mahasiswa Melalui Blended Learning Mata Kuliah Kalkulus Lanjut Era Pandemi Covid-19 , 2020, JKPM (Jurnal Kajian Pendidikan Matematika).

[3]  Mulyono Mulyono,et al.  PERBEDAAN KEMANDIRIAN BELAJAR SISWA ANTARA MODEL BLENDED LEARNING BERBASIS MASALAH DAN KONVENSIONAL DI SMP , 2020, Paradikma: Jurnal Pendidikan Matematika.

[4]  Ermila Mahariyanti,et al.  Efektivitas Penggunaan Blended Learning dengan Platform Quipper School terhadap Hasil Belajar Peserta Didik Mata Pelajaran Biologi Kelas XI MIPA di SMAN 2 SELONG. , 2020 .

[5]  Putri Sukma Dewi,et al.  Online Learning & Blended Learning: Perbandingan Hasil Belajar Metode Daring Penuh dan Terpadu , 2020 .

[6]  Dodik Arwin Dermawan,et al.  STUDI LITERATUR MODEL BLENDED LEARNING PADA BERBAGAI E-LEARNING DALAM MENINGKATKAN HASIL BELAJAR PENDIDIKAN VOKASI/KEJURUAN , 2020 .

[7]  Arina Luthfini Lubis,et al.  Blended Learning as Instructional Model in Vocational Education: Literature Review , 2020 .

[8]  Titik Sudiatmi,et al.  STUDI PENGARUH DARING LEARNING TERHADAP HASIL BELAJAR MATEMATIKA KELAS IV , 2020 .

[9]  Hana Lestari,et al.  LITERASI SAINS SISWA MELALUI PENERAPAN MODEL PEMBELAJARAN BLENDED LEARNING DENGAN BLOG , 2020 .

[10]  Aditya Nur Cahyo,et al.  Development of Moodle-based Learning Media using Blended Learning Methods in Graphic Design Subject , 2020 .

[11]  J. Nieuwoudt Investigating synchronous and asynchronous class attendance as predictors of academic success in online education , 2020, Australasian Journal of Educational Technology.

[12]  N. Nurhayati,et al.  KEMANDIRIAN BELAJAR MAHASISWA MELALUI BLENDED LEARNING PADA MATA KULIAH MATEMATIKA EKONOMI , 2019, Jurnal Ilmiah Pendidikan Matematika Al Qalasadi.

[13]  Elok Dyah Pitaloka,et al.  Keefektifan Blended - Problem Based Learning terhadap Pemecahan Masalah pada Materi Ekologi , 2019, Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan.

[14]  Hena Dian Ayu,et al.  Pengaruh Model Blended Learning menggunakan Schoology Terhadap Prestasi Belajar ditinjau Dari Kemandirian Belajar Siswa , 2019, RAINSTEK : Jurnal Terapan Sains & Teknologi.

[15]  Melly Novalia,et al.  Penerapan e-Learning pada Pembelajaran Komunikasi dalam Jaringan dengan Metode Blended learning Bagi Siswa SMK , 2019 .

[16]  Andrés Lucero,et al.  Technologies for Enhancing Collocated Social Interaction: Review of Design Solutions and Approaches , 2019, Computer Supported Cooperative Work (CSCW).

[17]  Hosam Al-Samarraie,et al.  Blended learning: Investigating the influence of engagement in multiple learning delivery modes on students' performance , 2018, Telematics Informatics.

[18]  Pei-Di Shen,et al.  Investigating the effects of ubiquitous self-organized learning and learners-as-designers to improve students’ learning performance, academic motivation, and engagement in a cloud course , 2018, Universal Access in the Information Society.

[19]  Hosam Al-Samarraie,et al.  A review of brainstorming techniques in higher education , 2018 .

[20]  Joke Voogt,et al.  Teachers’ conceptualization and enactment of twenty-first century competences: exploring dimensions for new curricula , 2018 .

[21]  Bram De Wever,et al.  Four key challenges to the design of blended learning: A systematic literature review , 2017 .

[22]  H. Kashefi,et al.  Teaching and Learning Theories Applied in Mathematics Classroom among Primary School Teachers , 2017, 2017 7th World Engineering Education Forum (WEEF).

[23]  Chang Zhu,et al.  The effect of blended learning on student performance at course-level in higher education: A meta-analysis , 2017 .

[24]  Veysel Karani Ceylan,et al.  Effect of blended learning to academic achievement , 2017 .

[25]  I Gusti Putu Sudiarta,et al.  PENGARUH MODEL BLENDED LEARNING BERBANTUAN VIDEO ANIMASI TERHADAP KEMAMPUAN PEMECAHAN MASALAH DAN PEMAHAMAN KONSEP SISWA , 2016 .

[26]  M. Brown,et al.  Blended instructional practice: A review of the empirical literature on instructors' adoption and use of online tools in face-to-face teaching , 2016, Internet High. Educ..

[27]  S. Syamsuri,et al.  MODEL BLENDED LEARNING DI PROGRAM STUDI PENDIDIKAN MATEMATIKA UNTIRTA , 2016, CP 2016.

[28]  Wannachai Wannasawade,et al.  Development of Blended Learning Model with Virtual Science Laboratory for Secondary Students , 2016 .

[29]  Amri Yusoff,et al.  Engaging Vocational College Students through Blended Learning: Improving Class Attendance and Participation☆ , 2015 .

[30]  Chin-Chung Tsai,et al.  Assessing multidimensional students’ perceptions of twenty-first-century learning practices , 2015, Asia Pacific Education Review.

[31]  Susan Patrick,et al.  Maximizing Competency Education and Blended Learning: Insights from Experts. CompetencyWorks Issue Brief. , 2015 .

[32]  Tatiana Krasnova,et al.  A Paradigm Shift: Blended Learning Integration in Russian Higher Education , 2015 .

[33]  Arthur Tatnall,et al.  A framework for investigating blended learning effectiveness , 2014 .

[34]  Richard F. Schmid,et al.  A meta-analysis of blended learning and technology use in higher education: from the general to the applied , 2014, Journal of Computing in Higher Education.

[35]  Richard Procter,et al.  Research and teacher education in the UK: Building capacity , 2009 .

[36]  Norah Jones,et al.  Critical Review of the Blended Learning Models Based on Maslow's and Vygotsky's Educational Theory , 2008, ICHL.