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AI-Based Mind Mapping in Project-Based Learning: Impact on Students' Collaboration Skills

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Title: AI-Based Mind Mapping in Project-Based Learning: Impact on Students' Collaboration Skills
Language: English
Authors: Miswandi Tendrita, Ully Hidayati
Source: Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia). 2025 11(1):370-377.
Availability: Department of Biology Education, University of Muhammadiyah Malang. Jl. Raya Tlogomas 246 Malang, East Java, Indonesia 65144. Tel: +62-341-464318 ext 120; e-mail: jpbi@umm.ac.id; e-mail: journal.educationalbiology@gmail.com; Web site: https://ejournal.umm.ac.id/index.php/jpbi/index
Peer Reviewed: Y
Page Count: 8
Publication Date: 2025
Document Type: Journal Articles
Reports - Research
Education Level: Higher Education
Postsecondary Education
Descriptors: Cognitive Mapping, Artificial Intelligence, Technology Uses in Education, Student Projects, Active Learning, Cooperative Learning, Educational Technology, 21st Century Skills, Foreign Countries, College Students, Skill Development, Science Education, Biology
Geographic Terms: Indonesia
ISSN: 2442-3750
2527-6204
Abstract: Collaboration skills are essential skills that students must have in the era of higher education, where they must work together to complete complex tasks. This study intends to examine the effectiveness of project-based learning (PjBL) supported by artificial intelligence-driven mind mapping in enhancing the collaboration skills of pre-service biology teachers. The research was conducted in the Biology Education Department at the Sembilanbelas November Kolaka University, involving a student in their sixth semester. A controlled pretest-posttest experimental design was employed, and a collaboration observation sheet was developed based on collaboration skill indicators as the research instrument. Descriptive analysis demonstrated an increase in students' collaboration skills, with the average score improving from 57.99 before treatment to 69.33 after treatment. Furthermore, inferential analysis using a paired sample t-test yielded a significance value of 0.000 < 0.05, indicating a statistically significant difference. These results suggest that implementing PjBL with AI-powered mind mapping contributes to collaboration skills among biology education students.
Abstractor: As Provided
Entry Date: 2025
Accession Number: EJ1468413
Database: ERIC
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  Data: Department of Biology Education, University of Muhammadiyah Malang. Jl. Raya Tlogomas 246 Malang, East Java, Indonesia 65144. Tel: +62-341-464318 ext 120; e-mail: jpbi@umm.ac.id; e-mail: journal.educationalbiology@gmail.com; Web site: https://ejournal.umm.ac.id/index.php/jpbi/index
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  Data: Collaboration skills are essential skills that students must have in the era of higher education, where they must work together to complete complex tasks. This study intends to examine the effectiveness of project-based learning (PjBL) supported by artificial intelligence-driven mind mapping in enhancing the collaboration skills of pre-service biology teachers. The research was conducted in the Biology Education Department at the Sembilanbelas November Kolaka University, involving a student in their sixth semester. A controlled pretest-posttest experimental design was employed, and a collaboration observation sheet was developed based on collaboration skill indicators as the research instrument. Descriptive analysis demonstrated an increase in students&#39; collaboration skills, with the average score improving from 57.99 before treatment to 69.33 after treatment. Furthermore, inferential analysis using a paired sample t-test yielded a significance value of 0.000 &lt; 0.05, indicating a statistically significant difference. These results suggest that implementing PjBL with AI-powered mind mapping contributes to collaboration skills among biology education students.
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RecordInfo BibRecord:
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    Languages:
      – Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 8
        StartPage: 370
    Subjects:
      – SubjectFull: Cognitive Mapping
        Type: general
      – SubjectFull: Artificial Intelligence
        Type: general
      – SubjectFull: Technology Uses in Education
        Type: general
      – SubjectFull: Student Projects
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      – SubjectFull: Active Learning
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      – SubjectFull: Cooperative Learning
        Type: general
      – SubjectFull: Educational Technology
        Type: general
      – SubjectFull: 21st Century Skills
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      – SubjectFull: Foreign Countries
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      – SubjectFull: College Students
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      – SubjectFull: Skill Development
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      – SubjectFull: Science Education
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      – SubjectFull: Biology
        Type: general
      – SubjectFull: Indonesia
        Type: general
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      – TitleFull: AI-Based Mind Mapping in Project-Based Learning: Impact on Students' Collaboration Skills
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            NameFull: Miswandi Tendrita
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            NameFull: Ully Hidayati
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              Y: 2025
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            – TitleFull: Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia)
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