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Biology Learning in the AI Era: Investigating the Effects of Digital Fatigue, Cognitive Load, and Moral Reasoning on Student Outcomes Rizky Aprilliani Nurdin; Andi Mu'nisa; Asham Bin Jamaluddin; Firdaus Daud; Ismail
International Journal of Educational Practice and Policy Vol. 4 No. 2 (2026): June-July 2026
Publisher : PT. Global Research Collaboration

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66314/ijepp.v4i2.966

Abstract

This study aimed to examine the effects of digital fatigue, cognitive load, and moral reasoning on biology knowledge and biology attitudes, as well as the effect of biology knowledge on biology attitudes among senior high school students in Makassar City during the era of Artificial Intelligence (AI). A cross-sectional design was employed involving 500 students from 10 senior high schools in Makassar City. Data were collected through questionnaires and analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS). The results revealed that digital fatigue, cognitive load, and moral reasoning had positive and significant effects on both biology knowledge and biology attitudes (p < 0.05). Biology knowledge also had a positive and significant effect on biology attitudes (β = 0.386, p < 0.05). The R² values indicated that the model explained 69.3% of the variance in biology knowledge and 73.9% of the variance in biology attitudes. These findings suggest that cognitive factors, moral reasoning, and digital learning experiences play important roles in enhancing biology knowledge and shaping students’ attitudes toward biology in the AI era.
The Effect of Socio-Scientific Issue Learning Approach on Problem-Solving Skills, Science Literacy, and Biology Learning Outcomes of Grade XI Students at SMAN 1 Gowa Uki Cahyana; Firdaus Daud; Andi Asmawati Azis; Yusmina Hala; Faisal Sudrajat
International Journal of Educational Practice and Policy Vol. 4 No. 2 (2026): June-July 2026
Publisher : PT. Global Research Collaboration

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66314/ijepp.v4i2.980

Abstract

This study investigates the effect of the Socio-Scientific Issue (SSI) learning approach on problem-solving skills, science literacy, and biology learning outcomes of Class XI students at SMAN 1 Gowa. The decline in students' problem-solving skills and science literacy, evidenced by Indonesia's consistently low scores in international assessments such as PISA, calls for innovative instructional approaches. This quasi-experimental study employed a Non-Equivalent Control Group Design with 72 students divided into an experimental class (SSI approach) and a control class (Scientific Approach/5M). Data were collected using essay tests, multiple-choice tests, and structured observation. Analysis included descriptive and inferential statistics using IBM SPSS version 26. Results showed that the SSI class achieved a higher posttest mean in problem-solving skills (81.03 vs. 79.67), science literacy (83.69 vs. 79.22), and cognitive learning outcomes (87.78 vs. 80.14) compared to the control class. Independent Samples T-Test confirmed significant differences for all three variables (p = 0.000 < 0.05). The SSI approach proved more effective than the Scientific Approach in simultaneously developing students’ 21st-century competencies, particularly through contextual engagement with socio-scientific issues related to the human reproductive system.
DEVELOPMENT OF A DEEP LEARNING BASED E-MODULE INTEGRATED WITH UNIVERSAL DESIGN FOR LEARNING (UDL) ON THE RESPIRATORY SYSTEM Andi papada; Adnan; Faisal; Firdaus Daud; Muhiddin Palennari
SPEKTRA: Jurnal Kajian Pendidikan Sains Vol. 12 No. 1 (2026): SPEKTRA: Jurnal Kajian Pendidikan Sains
Publisher : Physics Education Study Program, Faculty of Education and Teacher Training, UNSIQ

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32699/5ms6xm18

Abstract

The rapid advancement of education has led to a shift toward more flexible and student-centered learning. However, instructional materials used in schools are still largely conventional and lack interactivity, which may reduce student engagement and limit conceptual understanding. Therefore, integrating deep learning approaches with Universal Design for Learning (UDL) principles into digital teaching materials is considered important to promote meaningful and inclusive learning. This study focuses on developing an e-module on the respiratory system based on a deep learning approach integrated with UDL principles, as well as evaluating its validity, practicality, and effectiveness. This research adopts a research and development (R&D) approach using the ADDIE model. The study was conducted at SMAN 6 Sinjai, involving 30 students as participants. Data were collected through expert validation sheets, practicality questionnaires completed by teachers and students, and learning outcome tests. Data analysis was carried out using Aiken’s V to assess validity, percentage analysis to evaluate practicality, and N-Gain to measure effectiveness. The developed e-module incorporates meaningful, conscious, and enjoyable learning activities, contextual problem-solving tasks, and multiple forms of representation, engagement, and expression to accommodate diverse learners. The results show that the e-module has high validity, is practical for classroom implementation, and is effective in improving students’ conceptual understanding, as indicated by the N-Gain results. These findings imply that the developed e-module can facilitate more meaningful, inclusive, and effective biology learning, particularly in enhancing students’ understanding of the respiratory system.
Deep learning in biotechnology: Comparing PjBL and direct instruction on students’ critical and creative thinking skills Isrul, Muhammad; Azis, Andi Asmawati; Nurhayati, B.; Daud, Firdaus; Palennari, Muhiddin
Edubiotik : Jurnal Pendidikan, Biologi dan Terapan Vol. 11 No. 01 (2026): May
Publisher : Biology Education Department, Universitas Insan Budi Utomo, Malang, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33503/ebio.v11i01.3140

Abstract

Developments in 21st-century education highlight critical and creative thinking as essential competencies that must be strengthened in biology learning, especially in biotechnology, which requires analysis, problem-solving, and science-based decision-making. However, empirical evidence on the integration of deep learning approaches into project-based learning (PjBL) and direct instruction models in biotechnology learning remains limited. This study aimed to analyze the effect of integrating deep learning approaches into PjBL and direct instruction on students’ critical and creative thinking skills. A quasi-experimental non-randomized pretest–posttest control group design was employed. The participants were 72 twelfth-grade students from State High School 3 Makassar, equally assigned to two groups. The experimental group learned through PjBL integrated with deep learning, whereas the control group learned through direct instruction integrated with deep learning. Data were collected using critical and creative thinking skills tests and analyzed using ANCOVA. The results showed that the instructional model significantly affected students’ critical thinking skills, with p-value = 0.005 (p < 0.05), and creative thinking skills, with p-value = 0.018 (p < 0.05). Students taught through PjBL integrated with deep learning obtained higher scores than those taught through direct instruction. Therefore, this model is more effective for biotechnology learning overall.
Free nutritious meal program and healthy eating behavior: The mediating roles of knowledge and awareness Masdar, Rinaldi; Taiyeb, A. Mushawwir; Jamaluddin, Asham Bin; Daud, Firdaus; Syamsiah
Edubiotik : Jurnal Pendidikan, Biologi dan Terapan Vol. 11 No. 01 (2026): May
Publisher : Biology Education Department, Universitas Insan Budi Utomo, Malang, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33503/ebio.v11i01.3182

Abstract

The Free Nutritious Meal Program (FNMP), known in Indonesia as Makan Bergizi Gratis (MBG), is a government initiative designed to improve students' nutritional status and promote healthy eating behavior. However, evidence regarding how the program influences students’ eating behavior remains limited. This study examined the effect of FNMP implementation on healthy eating behavior, digestive system knowledge, and nutritional awareness, as well as the mediating roles of knowledge and awareness. A cross-sectional survey was conducted among 622 eleventh-grade students from five public senior high schools in Makassar, Indonesia, selected through multistage sampling. Data were collected using questionnaires and multiple-choice tests and subsequently analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results showed that the FNMP implementation had a significant positive effect on healthy eating behavior (β = 0.089, p = 0.043). However, the FNMP implementation did not significantly affect digestive system knowledge or nutritional awareness. Consequently, neither variable mediated the relationship between FNMP implementation and healthy eating behavior. These findings indicate that the FNMP directly improves healthy eating behavior through school-based interventions. Integrating nutrition education into the program may strengthen its effectiveness in promoting sustainable healthy eating practices among students.
THE INFLUENCE OF PHENOMENON BASED LEARNING ON CREATIVE THINKING AND COLLABORATION SKILLS Khusnul Khatimah; Adnan Adnan; A. Mu&#039;nisa; Firdaus Daud; Nurhayati B
JURNAL EDUSCIENCE Vol 13, No 2 (2026): Jurnal Eduscience (JES), (Authors from Malaysia and Indonesia)
Publisher : Universitas Labuhanbatu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36987/jes.v13i2.9072

Abstract

Purpose – This study aimed to investigate the effect of PhBL learning applied with three variations of PhBL (direct phenomenon, indirect phenomenon, and combined phenomenon) on students' creative thinking and collaboration skills.Methodology – This study used a quasi-experimental, pretest–posttest control-group design. Participants were drawn from all Grade XI students, with four classes serving as the research sample. Creative thinking skills were measured through open-ended questions, while collaboration skills were assessed via observation sheets administered before and after PhBL. The collected data were then analyzed using both descriptive and inferential statistical methods.Findings – Results revealed that PhBL affected creative thinking and collaboration skills. Although no significant differences were observed among the three experimental groups in creative thinking, each experimental group differed significantly from the control group. Similarly, for collaboration skills, experimental groups did not differ significantly from one another. However, significant differences from the control group were observed only in experimental groups 1 and 2, whereas experimental group 3 showed no significant differences.Contribution – This study shows that PhBL can be applied in the learning process to improve students' creative thinking and collaboration skills.
Development and Evaluation of a Biology Learning Module Integrating Microlearning Videos for Teaching the Human Immune System Andi Tirta Angraeni; Ismail Ismail; Faisal Faisal; Firdaus Daud; Rachmawaty Rachmawaty
Jurnal Pendidikan Terapan Vol 4, No 3 July (2026)
Publisher : Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/jupiter.v4i3.1542

Abstract

Purpose: This study was done to create and check a Biology learning module that uses videos to teach people about the human immune system. The goal was to see if this module is really good if it is useful and if it actually works. The study looked at the Biology learning module and the immune system to find this out. Methods: This study employed the ADDIE development model, consisting of Analysis, Design, Development, Implementation, and Evaluation. The research was conducted with Grade XI students at SMA Negeri 4 Bulukumba, Indonesia. The module was validated by two experts and evaluated for practicality through questionnaires completed by two biology teachers and 23 students. Its effectiveness was assessed with 41 students (23 in the experimental class and 18 in the control class). Data were analyzed using Gregory’s validity coefficient, descriptive percentage analysis, and normalized gain (N-gain). The ADDIE model provided a systematic framework for developing a valid, practical, and effective biology learning module integrated with microlearning videos. Findings : T he developed module achieved a Gregory validity coefficient of 1.00, indicating very high validity. Teacher and student practicality scores reached 91.88% and 80%, respectively, indicating that the module is practical for classroom use. Furthermore, the experimental class achieved a higher N-gain score (0.72, high) than the control class (0.49, moderate), demonstrating that integrating microlearning videos into the Biology module effectively improved students' learning outcomes on the human immune system. Research Implications: The findings suggest that the developed module can serve as an effective instructional resource for teaching abstract Biology concepts while supporting independent and technology-enhanced learning in senior high schools. Originality: Unlike previous studies that primarily examined microlearning videos as standalone instructional media, this study integrates microlearning videos into a systematically developed Biology learning module and comprehensively evaluates its validity, practicality, and effectiveness, thereby contributing to the development of innovative Biology teaching materials for senior high school education.
Strategi Refleksi: Solusi Integratif Berpikir Analisis dan Komunikasi Ilmiah Siswa SMAN 1 Campalagian dalam Pembelajaran Fisika Nurbayatia Nurbayatia; Firdaus Daud; Muhammad Arsyad
Reslaj: Religion Education Social Laa Roiba Journal Vol. 8 No. 8 (2026): RESLAJ: Religion Education Social Laa Roiba Journal
Publisher : Intitut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/reslaj.v8i8.12881

Abstract

This study aims to investigate the effect of applying reflective methods on students' scientific communication skills and analytical thinking abilities at SMAN 1 Campalagian in the context of physics teaching. The approach used is quantitative with a quasi-experimental design, and the design applied is a Pretest-Posttest Control Group. The sample in this study consists of two groups: the experimental group using the reflective method and the control group following conventional learning methods. Data on scientific communication skills were collected through observation sheets, while analytical thinking abilities were measured with essay tests. Data analysis was conducted using descriptive and inferential statistics through an independent sample t-test. The results show that the average scientific communication ability of students in the experimental group reached 71.21, which is higher compared to the control group, which scored 68.82. with a difference of 2.39 points. On the other hand, the average analytical thinking ability of students in the experimental group was 73.11, while the control group scored 60.12, with a difference of 12.99 points. The hypothesis test showed a significance value of 0.001 (< 0.05) for both variables. Thus, it can be concluded that applying the reflection method has a positive and significant impact on students' scientific communication skills as well as their analytical thinking skills in learning physics.
Enhancing students’ communication and collaboration skills through project-based learning in biology Muhammad Isrul; Andi Asmawati Azis; Nurhayati B; Firdaus Daud; Muhiddin Palennari
JPBIO (Jurnal Pendidikan Biologi) Vol 11, No 1 (2026): April 2026
Publisher : STKIP Persada Khatulistiwa Sintang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31932/jpbio.v11i1.6356

Abstract

Biology learning requires mastery of concepts as well as communication and collaboration skills relevant to the 21st century. This study aims to analyze the effect of implementing deep learning-based Project-Based Learning (PjBL) compared to deep learning-based Direct Instruction (DI) on students’ communication and collaboration skills. The study employed a quasi-experimental method using a pretest-posttest nonequivalent control group design. The sample consisted of two 12th-grade classes at State High School 3 Makassar, selected through purposive sampling. The instruments consisted of validated questionnaires on communication and collaboration skills. Data were analyzed using ANCOVA at a significance level of 0.05. The results showed that the learning model had a significant effect on communication skills (F=53.59; p<0.05) and collaboration skills (F=8.89; p<0.05) after controlling for initial ability. The posttest average for communication in the PjBL class (84.81) was higher than that in the DI class (70.60), as was the case for collaboration (81.26 vs. 74.00). This study concludes that the deep learning-based PjBL model is more effective than the deep learning-based DI model in improving students’ communication and collaboration skills in biotechnology learning.
The Effect of Learning Motivation and Science Literacy Skills on The Higher-Order Thinking Skills of High School Students in Maros District Marwah Mahmud; Firdaus Daud; Muhammad Junda; Syamsiah; Yusminah Hala
International Journal of Educational Practice and Policy Vol. 4 No. 2 (2026): June-July 2026
Publisher : PT. Global Research Collaboration

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66314/ijepp.v4i2.1001

Abstract

The ability to think critically, analyze information, and solve problems has become an important aspect of learning in the 21st century. However, students’ Higher Order Thinking Skills (HOTS) are not developed solely through classroom instruction and may be influenced by other factors, including learning motivation and scientific literacy. This research examined the contribution of learning motivation and scientific literacy to the HOTS of Grade XII students in public senior high schools in Maros Regency. An ex post facto design with a quantitative approach was employed. Data were collected using a learning motivation questionnaire, a scientific literacy test, and a HOTS test. The data were subsequently analyzed through descriptive statistics and multiple linear regressions. The analysis showed that learning motivation, scientific literacy, and HOTS were generally at a moderate level. Regression testing demonstrated that learning motivation and scientific literacy jointly contributed significantly to HOTS. Similar results were obtained from the partial analysis, where each variable showed a positive and significant contribution. Among the two predictors, scientific literacy accounted for a greater contribution to students’ HOTS. These results suggest that strengthening students’ scientific literacy alongside maintaining their learning motivation may support the development of higher-order thinking skills in science learning.
Co-Authors A Aida Ariya A. Mu&#039;nisa A. Mushawwir Taiyeb A. Mushawwir Taiyeb A. Mushawwir Taiyeb A. Mushawwir Taiyeb A. Mushawwir Taiyeb, A. Mushawwir A. S. Muhammad Arhamar Adinda Maharani Adnan Adnan Adnan Adnan Adnan Adnan Adnan Adnan Afni, Andi Nur Agustina Agustina Ahmad, Ammar Faris Ainun Mardia HM Akbar, Muh Syaiful Alexander Lado Wungubelen Alifya Suci Poetry Naf'an Alimuddin Alimuddin Ali Alimuddin Ali Alimuddin Ali Alimuddin Ali Alimuddin Ali Alimuddin Ali Amiruddin, Ilhamsyah Andi Anisa Oktobianti Andi Asmawati Azis Andi Asmawati Azis Andi Asmawati Azis Andi Asmawati Azis Andi Asmawati Azis Andi Asmawati Azis Andi Asmawati Azis Andi Asmawati Azis Andi Asmawati Azis Andi Citra Pratiwi Andi Citra Pratiwi Andi Citra Pratiwi Andi Faridah Arsal Andi Ferawati Andi Hasnah Andi Martiani Andi Mu&#039;nisa Andi Mu&#039;nisa Andi Mu'nisa Andi Mu’nisa Andi Mu’nisa Andi Nurfaizah Yusuf Andi papada Andi Ririn Puspitasari Andi Tirta Angraeni Anna Fadhilah Salam Annisa Paramaswary Aslam Annisa Tri Damayanti Anugrah Yusuf Anwar, Alya Fikriyah Ariaty B, Eka Arifa Novia Arifin Arifah Novia Arifin, Arifah Novia Arini Rahmadana, Arini Arma Arna Ningsih Arsad Bahri Arsad Bahri Arsad Bahri Arsad Bahri Arsyad, Miftahul Jannah Asham Bin Jamaluddin Askar, Asriani Askarmis Rudini Aslam, Annisa Paramaswary Asmawati Asmawati Asmawaty Azis Atirah, Nur Aziz, Andi Asmawati Azmi Fathin Eka Nugraha Besse Khalidatunnisa Budi Setiawan Carlina, Rini Chatrina Sinambela citra pratiwi, andi Citra Sakinah Cut Ratna Dewi D. A. Rahmawati, D. Darnawati Darnawati Darnawati, Darnawati Dewi Permata Ayu Dewi Yuyun Dian Aswita, Dian Dian Dwi Lestari Diandara Oryza Diffia Ilham Dinda Marzuki Dinipatriany, Andi Dwi Candra Setiawan Elli Epit H. Magai Era Fasira Ermy Amelia Fadhilah H.M, Nurul Fadhilah Utami A Fadil Muhammad Faisal Faisal Faisal Faisal Faisal Faisal Faisal Sudrajat Farhani Islami Fasira, Era Fatmawaty Alimuddin Firdiani, Dian Fitrah Tunnisa Fitrahtunnisa Fitriah Halifah Pagarra Halifah Pagarra Halimah Husain Hamid, Muliana Gunawan Hamidah Samad Hamsina, St Harmini Harmini Hartai Hartati Hartati Hartono Hartono Hartono Hartono Hartono Hartono Hartono Hartono Haryanti Haryanti Hasan, Nurhidayah Haslinar, Haslinar Hasnidah Mulyadi Hastin Indrawati Helmi Abdullah Hiola, Siti Fatmah Husniarti Husnul Syafitra Huznul Amalia Intan Marzuki Ismail Ismail . Ismail Ismail Isnaeni Thahir Jamilatus Sa’diyah Junda, Muh Jusmarini Kadir Kadir, St. Fatima Kartini Ahmad Kasman, Irmawati Khoirunnisa, Araminta Diah Khusnul Khatimah Lisra Pratama Lulu Ulfah Audriansyah Maisarah Muaazarah Zuhri Mar'ah, Zakiyah Martiani, Andi Marwadani T Marwah Mahmud Marwidayanti, Marwidayanti Marzuki, Nur Intan Masdar, Rinaldi Mu'nisa, Andi Muarifah Muarifah muh syaiful akbar Muh. Junda Muh. Junda Muhammad Arsyad Muhammad Arsyad Muhammad Danial Muhammad Danial Muhammad Danial Muhammad Danial Muhammad Danial Muhammad Danial Muhammad Darwis Muhammad Isrul Muhammad Isrul Muhammad Junda Muhammad Junda Muhammad Junda Muhammad Mifta Fausan Muhammad Rizaldi Trias Jaya Putra Nurdin Muhammad Wiharto Muhammad Wiharto Muhiddin Muhiddin Muhiddin Palennari Muhiddin Palennari Muhiddin Palennari Muhiddin Palennari Muhiddin, Muhiddin Mukminati, Sri Mulyati Mulyati Mus, Nurzakiyyah Musfirah Mushawwir Taiyeb Mushawwir Taiyeb Mushawwir Taiyeb Mushawwir Teiyeb Mutmainnah Nur Islamia Nabila Nur Syahirah Nafisah Hanim Nahirah Asse Nahirah, Nahirah Nailasari Nani Kurnia, Nani Nasir, Darmawati Nelly Suryani Basri Nia Febrianti Nihza Zazkiah Yusuf Nikma Amin Nur Aisyah Ainun Nur Haslinar Hasan Nur Hayati Nur Intan Marzuki Nur Khafifah Nur Khairah Sukma Nur Rabiy’atul Awaliyah Nur Rezki Octavia Nur Rezki Octavia nurbaya nurbaya Nurbayatia Nurbayatia Nurfiana Abdullah Nurhayati B Nurhayati B Nurhayati B Nurhayati B Nurhayati B Nurhayati B Nurhayati B. Nurhayati Nurhayati.B Nurheni Arifin Nurhidayah Hasan Nuriani Nuriani, Nuriani Nurinayah, Nurinayah Nurmiati Nurmiati Nurul Arini Oslan Jumadi Oslan Jumadi Padati, Eunike Christy Patongai, Dian Dwi Putri Ulan Sari Pratiwi, Andi Citra Qhadriah Dahrun, Nur Qurniasty Qurniasty Rachamaty Rachmawaty Rachmawaty Rachmawaty Rachmawaty Rachmawaty Rachmawaty Rachmawaty Rachmawaty Rachmawaty Rachmawaty, Rachmawaty Rachmawaty, Rachmawaty Rahmat Saleh, Andi Rahmat, Awal Nur Rahmawati Rahmi Rahmi Reski, Fiska Indah Rezky Awalia Rina Yusrina Rini Nurbayti Risnawati Ristiana, Evi Rizky Aprilliani Nurdin Rosdiana Ngitung Rosmalah Rosmalah Rosmawati Rosmawati Ruslan Ruslan Saenab, Sitti Saleh, Andi Rahmat Saparuddin Saparuddin Saparuddin Saru, Amaliah Amriani Amran Septian Dwi Cahyo Sitti Aisyah Sitti Saenab, Sitti Sitti Zamzam St. Fatima Kadir St. Fatmah Hiola St. Nuryati R Suhaeri Suhaeri Sundariati, Sundariati Surajuddin Sura’, Yoel Syafira Mei Diva Rahman Syamsiah Syamsiah Syamsiah Syamsiah Syamsiah . Syamsiah Syamsiah Syamsiah, Syamsiah Syamsul Rizal Syamsuriyani Syarifah Fadilah Abbas Taiyeb A. Mushawwir Thiara Adzkia Muthmainnah Tri Widya Ramadhani AY Uki Cahyana Ulfa Auliah Dwiyanti Ulviah, Arifah Ummul Mujaahidah Usman K, Rismalasari Warni Warni Warti Nunu Dwi, Warti Widyani Wirna Arsyad YENNI T Tompe Yusmina Hala Yusminah Hala Yusminah Hala Yusminah Hala Yusminah Hala Yusminah Hala Yusril Haq Ismail Yusuf, Andi Yuni Kurnia