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Meta-Analysis of the Impact of the STEAM Approach on Science Learning Wijaya, Edo; Haka, Nukhbatul Bidayati; Oktafiani, Raicha
Ensiklopedia: Jurnal Pendidikan dan Inovasi Pembelajaran Saburai Vol 5, No 02 (2025): ENSIKLOPEDIA: Jurnal Pendidikan dan Inovasi Pembelajaran
Publisher : Universitas Sang Bumi Ruwa Jurai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24967/esp.v5i02.4272

Abstract

The STEAM approach (Science, Technology, Engineering, Arts, and Mathematics) has emerged as a widely adopted instructional strategy aimed at developing essential 21st-century competencies such as critical thinking, creativity, collaboration, and scientific literacy. Numerous studies have explored the implementation of STEAM in science education, yet the results remain inconsistent due to variations in context, research variables, and educational levels. This inconsistency highlights the need for a comprehensive review that consolidates previous findings. Meta-analysis is a suitable method for this purpose, as it enables the calculation of the overall magnitude of STEAM’s impact. This study aims to examine the overall effect of the STEAM approach in science education. The analysis is categorized by educational level, research variables, and instructional models integrated with STEAM. A quantitative meta-analysis method was employed. Data were collected using Publish or Perish software with sources from Google Scholar and Scopus. The selection process followed PRISMA guidelines. From an initial pool of 1,197 articles, 12 studies met the inclusion criteria and were further analyzed using JASP software version 0.19.3.0.The results indicate that the STEAM approach has a positive influence on science learning. The overall effect size was 0.213, which falls within the moderate category. When analyzed by educational level, the effect size was 0.200 (low category); by research variable, 0.221 (moderate category); and by instructional model, 0.234 (moderate category). These findings suggest that STEAM is an effective approach for enhancing the quality of science education and holds considerable potential as a pedagogical strategy across diverse learning contexts.
Hubungan Kemampuan Representasi Visual Dan Pengetahuan Faktual Mahasiswa Pada Materi Anatomi Tumbuhan Hidayah, Nur; Bidayati Haka, Nukhbatul; Handoko, Akbar; Puspita, Laila; Reza Ningrum, Ayu; Suryani, Yani
Jurnal Biogenerasi Vol. 10 No. 3 (2025): Volume 10 no 3 tahun 2025 terbit september
Publisher : Universitas Cokroaminoto Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30605/biogenerasi.v10i3.7047

Abstract

During practical work, students tend to have difficulty describing the objects they are observing. This research aims to analyze the relationship between visual representation and students' factual knowledge on plant anatomy material. This type of research is descriptive correlational. The sample in this study included 33 students from a biology education study program at one of the universities in Bandung. The instruments used in this research include image analysis rubrics and tests. The image analysis rubric instrument is used to obtain data related to image representation abilities, while the test instrument is used to obtain data on students' factual knowledge. Before the correlation test is carried out, a prerequisite test is carried out first to obtain normal distribution results and linear regression. Based on the results of the correlation test, results were obtained with a significance of 0.031 < 0.05. Based on these results it can be concluded that there is a relationship between the two variables, namely between visual representation and factual knowledge. Furthermore, an r value of 0.377 was obtained, indicating that the relationship between visual representation and students' factual knowledge was categorized as low
Implementation and Constraints of Diagnostic Assessment in the Independent Curriculum Towards Deep Learning-Based Biology Learning in High Schools Haka, Nukhbatul Bidayati; Masya, Hardiyansyah; Rakhmawati, Ismi; Puspita, Laila; Jamaludin, Didi Nur; Oktafiani, Raicha
SAKAGURU: Journal of Pedagogy and Creative Teacher Vol 2 No 2 (2025): November 2025 | SAKAGURU: Journal of Pedagogy and Creative Teacher
Publisher : Wise Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70211/sakaguru.v2i2.270

Abstract

The implementation of diagnostic assessments in the Independent Curriculum is a crucial step in mapping students' initial abilities and designing appropriate learning strategies. This study aims to identify obstacles to the implementation of diagnostic assessments in deep learning-based biology learning in public senior high schools in Bandar Lampung City, encompassing the planning, implementation, and follow-up stages. The study used a descriptive qualitative approach with a purposive sampling technique. The sample consisted of three public senior high schools, four biology teachers, and 69 tenth-grade students studying Biodiversity. Data were obtained through interviews, observations, questionnaires, and documentation. Data were analyzed through data reduction, data presentation, and conclusion drawing. The results showed that the implementation of diagnostic assessments was not optimal. Only two schools had implemented cognitive and non-cognitive diagnostic assessments, while one school had not implemented them at all. The main obstacles lay in limited school facilities and the low level of socialization regarding the Independent Curriculum, particularly the implementation of diagnostic assessments in innovative, deep learning-oriented biology learning. However, limited understanding and institutional support remained a significant obstacle. This study recommends improving teacher training, providing supporting facilities, and implementing more systematic assessment follow-up policies
Dari Ecoliteracy Menuju Ecoaction: Pemberdayaan Masyarakat Melalui Inovasi Produk Ramah Lingkungan untuk Keberlangsungan Bumi Haka, Nukhbatul Bidayati; Masya, Hardiyansyah; Citrainingrum, Mivtha
SAKALIMA: Pilar Pemberdayaan Masyarakat Pendidikan Vol. 2 No. 2 (2025): SAKALIMA: Pilar Pemberdayaan Masyarakat Pendidikan
Publisher : WISE Pendidikan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70211/sakalima.v2i2.269

Abstract

Environmental degradation driven by low community awareness and limited sustainable practices poses a critical challenge for local development. This community engagement program aims to bridge the gap between environmental knowledge (eco-literacy) and practical action (eco-action) by empowering residents to innovate environmentally friendly products. Specifically, the program integrates eco-literacy training with hands-on technical skills in ecoprint production and the conversion of used cooking oil into eco-friendly candles. The activities, conducted in Paya Village, Pesawaran Regency, involved 60 participants, including fifth-grade elementary students, housewives, and village youth groups. A participatory action approach was implemented through three main stages: (1) socialization to enhance eco-literacy, (2) direct training on eco-product innovation, and (3) mentoring and evaluation of product quality and sustainability impact. The outcomes demonstrate a significant improvement in participants’ eco-literacy and technical competence in creating value-added eco-products, utilizing leaf and flower waste for ecoprint designs and used cooking oil for aromatic candles. Beyond waste reduction, the initiative fostered alternative income opportunities and reinforced intergenerational collaboration between youth and adults. The novelty of this program lies in its dual integration of eco-literacy education and product innovation through intergenerational learning, advancing previous community service models that typically focused on either environmental education or product-based empowerment. This approach highlights the transformative potential of linking environmental awareness with entrepreneurial sustainability and recommends replication in other community-based economic–ecological resilience programs.
Analysis Of HOTS And Learning Independence : Learning of Biology 10th Grade Using Multiple Representation Model Sari, Eka Puspita; Haka, Nukhbatul Bidayati; Supriyadi, Supriyadi
IJIS Edu : Indonesian Journal of Integrated Science Education Vol 4, No 2 (2022): July 2022
Publisher : UIN Fatmawati Sukarno Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29300/ijisedu.v4i2.6524

Abstract

The application of learning models that are not in accordance with the abilities and intellectual background of students makes learning activities not optimal so as to make Higher Order Thinking Skills and learning independence of students low. The effort made is to apply a model that presents a variety of representations so that students can be given the opportunity to receive information according to their abilities, namely the Multiple Representation model. This study aims to determine the effect of the Multiple Representation model on HOTS and the learning independence of grade 10 students in Biology at SMA Muhammadiyah 2 Bandar Lampung. Data collection techniques include essay questions, questionnaires, and documentation. The results showed that the students' HOTS Posttest scores were in the good category with an average N-gain for the experimental class of 0.63 and an average N-gain for the control class of 0.35. The same is true for the posttest scores of students' learning independence with an average N-gain for the experimental class of 0.54 and an average N-gain for the control class of 0.15. The results of data analysis show that the data is normal and homogeneous. The results of hypothesis calculations with the Manova test show that the Sig value is 0.000 <0.05, then H0 is rejected and H1 is accepted. It can be concluded that there is an effect of the Multiple Representation model on HOTS and Learning Independence of 10th grade students in Biology at SMA Muhammadiyah 2 Bandar Lampung.
HOTS Analysis and Learning Independence: Class 10 Biology Learning Using Multiple Representation Models Sari, Eka Puspita; Haka, Nukhbatul Bidayati; Supriyadi, Supriyadi
IJIS Edu : Indonesian Journal of Integrated Science Education Vol 4, No 2 (2022): July 2022
Publisher : UIN Fatmawati Sukarno Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29300/ijisedu.v4i2.6479

Abstract

The application of learning models that are not in accordance with the abilities and intellectual background of students makes learning activities not optimal so as to make Higher Order Thinking Skills and learning independence of students low. The effort made is to apply a model that presents a variety of representations so that students can be given the opportunity to receive information according to their abilities, namely the Multiple Representation model. This study aims to determine the effect of the Multiple Representation model on HOTS and the learning independence of grade 10 students in Biology at SMA Muhammadiyah 2 Bandar Lampung. Data collection techniques include essay questions, questionnaires, and documentation. The results showed that the students' HOTS Posttest scores were in the good category with an average N-gain for the experimental class of 0.63 and an average N-gain for the control class of 0.35. The same is true for the posttest scores of students' learning independence with an average N-gain for the experimental class of 0.54 and an average N-gain for the control class of 0.15. The results of data analysis show that the data is normal and homogeneous. The results of hypothesis calculations with the Manova test show that the Sig value is 0.000 <0.05, then H0 is rejected and H1 is accepted. It can be concluded that there is an effect of the Multiple Representation model on HOTS and Learning Independence of 10th grade students in Biology at SMA Muhammadiyah 2 Bandar Lampung.
Analisis Miskonsepsi Materi Fotosintesis Menggunakan Soal Esai Pada Peserta Didik Kelas VIII SMP Haka, Nukhbatul Bidayati; Muriana, Anis; Supriyadi, Supriyadi
Diklabio: Jurnal Pendidikan dan Pembelajaran Biologi Vol 6 No 1 (2022)
Publisher : UNIB Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33369/diklabio.6.1.17-23

Abstract

Penelitian ini bertujuan untuk 1) mengetahui dan mengidentifikasi profil miskonsepsi peserta didik kelas VIII menggunakan soal esai terbatas dengan skoring skala Guttman pada materi fotosintesis di SMP N 1 dan SMP N 2 Sumberejo , 2) untuk mengetahui faktor-faktor yang menyebabkan terjadinya miskonsepsi. Teknik analisis data yang digunakan adalah teknik analisis deskriptif kualitatif. Teknik pengambilan sampel peserta didik dalam penelitian ini adalah Random sampling. Hasil penelitian menunjukkan bahwa  pada materi fotosintesis di SMP N 1 Sumberejo mengalami miskonsepsi dengan persentase 38,33%, paham konsep 37,66% dan tidak paham konsep 24%. Sedangkan di SMP N 2 Sumberejo mengalami miskonsepsi dengan persentase 38,34%, paham konsep 35,83% dan tidak paham konsep 25,83%. Penyebab miskonsepsi yang dialami pada peserta didik SMP N 1 Sumberejo dan SMP N 2 Sumberejo, diperoleh dari hasil wawancara pendidik dan peserta didik. Penyebab miskonsepsi antara lain pengetahuan awal yang dimiliki peserta didik tidak sesuai dengan konsep yang sudah disepakati ahli, penjelasan yang mereka dapat dari internet belum tentu benar, pendidik yang tidak menguasai konsep dengan baik sehingga salah pengertian dan diteruskan kepada peserta didik, peserta didik yang tidak memahami materi yang disampaikan oleh pendidik dalam proses pembelajaran, dan penggunaan bahasa dalam buku pelajaran  tersebut sulit dipahami oleh pendidik dan peserta didik.Keywords: Fotosintesis, Miskonsepsi, Soal Esai
Critical Evaluation of Performance Assessment Implementation in Secondary Schools Biology Learning: Meta-Analysis Study Nur Rohmah, Lulu; Bidayati Haka, Nukhbatul; Oktina Sari Pratama, Anisa
Indonesian Journal of Biology Education Vol. 8 No. 2 (2025): INDONESIAN JOURNAL OF BIOLOGY EDUCATION
Publisher : Universitas Tidar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31002/ijobe.v8i2.2896

Abstract

Biology learning in secondary schools still faces various challenges, particularly related to poor conceptual understanding, limited scientific skills, and declining student motivation. One major issue is the dominance of conventional assessment techniques that emphasize memorization rather than demonstrating real ability through performance. This study aims to determine the magnitude of the influence of the use of performance assessment in biology learning in secondary schools by considering moderator variables such as geographic area, teaching materials, and implementation success. The study was conducted based on the PRISMA guidelines for systematic reviews and meta-analyses, and used JASP-0.19.3.0 software for data analysis. The results showed that performance assessment has a statistically significant influence on biology learning with a medium effect size on the variables of geographic area (0.585), teaching materials (0.552), and implementation success (0.552). These findings confirm that the use of performance assessment contributes positively to improving students’ conceptual mastery, scientific skills, and learning motivation. Therefore, performance assessment can be recommended as a relevant and effective evaluation strategy to overcome the limitations of traditional assessments and improve the quality of biology learning in secondary schools.
Creative Thinking And Collaboration Skills: Improved Learning With The CORE Model Of Biology Subjects haka, nukhbatul bidayati; Arifiana, Mifta; Ningrum, Mivtha Citra; Astuti, Yuni; Hidayah, Nur
Phenomenon : Jurnal Pendidikan MIPA Vol. 12 No. 2 (2022): Jurnal Pendidikan MIPA
Publisher : Faculty of Science and Technology, Universitas Islam Negeri Walisongo Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/phen.2022.12.2.12359

Abstract

This study aims to determine the improvement of creative thinking skills and collaboration skills by using the Connecting, Organizing, Reflecting, and Extending learning model in class XI IPA SMAN 1 Sukoharjo students. This research is quasi-experimental research using a pretest-posttest control group design. Collecting data using creative thinking and collaboration skills tests for students of class XI IPA SMAN 1 Sukoharjo. Samples were taken using the Cluster Random Sampling technique consisting of class XI IPA 2 and XI IPA 3. This study was tested using the MANOVA test. Data analysis shows significant results which means that there is an increase in creative thinking skills and collaboration using the Connecting, Organizing, Reflecting, and Extending learning model I in biology subjects
Educative Web-Based Virtual as a Learning Media For Training Scientific Attitude In High School Student Haka, Nukhbatul Bidayati; Sari, Maycha Erliana; Masya, Hardiyansyah; Rakhmawati, Ismi
Phenomenon : Jurnal Pendidikan MIPA Vol. 14 No. 1 (2024): Jurnal Pendidikan MIPA
Publisher : Faculty of Science and Technology, Universitas Islam Negeri Walisongo Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/phen.2024.14.1.20511

Abstract

Media is important in learning, especially with the development of science and technology. This study aims to design and develop a virtual laboratory based on web education as a learning media and to train the scientific attitudes of high school students. The type of research used in Research and Development (R&D) refers to the nine stages of Borg and Gall. The feasibility test of web education uses a validation questionnaire of material experts, language experts, media experts, and educator response questionnaires. The study results showed that material experts comprised 87.5%, language experts comprised 94%, media experts comprised 91.5%, and educator response questionnaires comprised 85.33%. So, web-educative biology is a very feasible category. The effectiveness of the media in training scientific attitudes is known to have an average n-gain value of 0.59 (moderate) for the experimental class and 0.39 (moderate) for the control class. Based on the results of the t-independent test, a sig of 0.00 <α value (0.05) was obtained, which means that H1 is accepted and H0 is rejected. It is concluded that the web-based educational Virtual Laboratory is effective in training the scientific attitudes of high school students and is suitable for use as a biology learning medium.
Co-Authors Abdul Hamid Abdul Hamid ABDUL HAMID Adinda, Fatria Dara Ady Purwoto Agus Pahrudin Ahmad Rafi Indrawan Ahmad Shahroni Ahman Ahman, Ahman Akbar Handoko Alek Pratama Haryanto Andi Asyhari Andri Jaya Kesuma Anggun Fransiska Anindea Nurrurohmah Anisa Oktina Sari Pratama Apriani Herni Rophi Apriyanti, Clara Arifiana, Mifta Arum, Cintia Puspa Aryani Dwi Kesumawardani Aryani Dwi Kesumawardhani Ashari, Nila Asih, Nurul Aulia Novitasari Aulia Novitasari Ayu Oqtafiani Sari Ayu Reza Ningrum Ayu Shafa Salsabila Baehaqi Bambang Sri Anggoro Berlianda, Achmad Daffa Berliyanto, Refo Betti Widiasari Citraningrum, Mivtha Darmayanti, Heti Dea Chrestella Deri Firmansah Desi Asmarita Destia, Nita Desty Wulansari Devi Wahyu Ningsing Dewi Nurmayanti Dewi, Gustianti Diamah Adilah Djukri Djukri Edo Wijaya Eka Puspita Sari Eka Puspita Sari Eka Wulandari Emawati, Desi Emilya Majid Erly Intan Safitri Ermalia Ermalia Ermalia, Ermalia Fauzan Kurniawan Fauzan Kurniawan* Febriyana, Anggun Febtiana, Dwi Fikri, Achmad Ali Fransisca Sudargo Fredi Ganda Putra Gelar Rista Guswita, Serly Haliza, Natasya Wanda Handayani, Putri Wiwin Hardiyansyah Masya Hardiyansyah Masya Hardiyansyah Masya Hardiyansyah Masya Harisah Justin Hawani Hawani Icha Dwi Tiara Indriyani, Zalfiana Intan Agustin intan, Supriyadi raden Iqlima Amelia Ismi Rakhmawati Ismi Rakhmawati Ismi Rakhmawati Kesumawardhani, Aryani Dwi Khairun Nisa Laila Puspita Laila Puspita, Laila Lara Dwi Lestari Leni Rosida Lenny Irmawaty Sirait Leoninda, Alfiyani Lestari, Myrna Lestari, Riski Ayu Lidya Betty Setiyaningsih Lilis Kusuma Sari Liza Anggita M Marzuki Mahmud Rudhini Mai Sari Mailinda Suri Mardiyah Mauliana, Luckyta Mayken, Mayken Mazalena Mazalena Mazalena, Mazalena Mega Octamelia Meita Dwi Solviana Meita Dwi Solviana Mirani, Elsa Hesty Mivtha Citrainingrum Mivtha Citraningrum Mivtha Citraningrum Muriana, Anis Muttaqien, Muhammad Aditya Nazmi Nazmi Ningrum, Mivtha Citra Nining Kurniasih Nining Kurniasih, Nining Novi Eka Lestari Nur Hidayah Nur Hidayah Nur Hidayah Nur Hidayah Nur Hidayah Nur Hidayah Nur Karisma Dewi Nur Rohmah, Lulu Nurhadi Nurhidayah Nurhidayah Nurrurohmah, Anindea Nusa Intan Asy Syifa Octaviani, Yiyin Nur Oktafiani, Raicha Oktina Sari Pratama, Annisa Pratiwi, Vanny Dhea PUJI LESTARI Putri Ayu Suryaasih Putri Wiwin Handayani Rahayu, Anggun Septi Raicha Oktafiani Raicha Oktafiani Raicha Oktaviani Rakhmawati, Ismi Ramadani, Desta Suci Ranti Anda Riski Raudhatul Munawarah Reni Nur Rohmah Reni Salsa Bilah Resti, Reni Prima Riandi Riandi Risa Selvia Riska Gusti Yani Riski, Ranti Anda Rizka Yohana Rohmah, Reni Nur Roniawati Rosida, Leni Rudhini, Mahmud Sagita Nia Marfuah Santi Nurafiani Sari, Mai Sari, Maycha Erliana Satitiningrum, Yuni Satiyo Putri, Bella Selvia, Risa Serly Guswita Shella Oktaviana Sherly Qhotifa Shintia Ambarwati Sinta Yulianti Siti Makrupah Sofyan Ansori Suhanda Suhanda Sulasfiana Alfi Raida Sulistyawati, Ayu Supriyadi Supriyadi Supriyadi Suroso Adi Yudianto Syalhafiz, Muhammad Thariq Tengku Idris Toni, Toni Efriyandika Topik Hidayat Uswatun Hasanah Uswatun Hasanah Vanny Dhea Pratiwi Winarni Wulan Ayu Damayanti Wulandari Wulandari Wulansari, Desty Yani Suryani Yaumil Fauziah YAYAN SANJAYA Yuni Astuti Yuni Astuti Yuni Fitriani Yuspita Leni