Profile of Students Collaboration Skills, Critical Thinking, and Cognitive Learning Outcomes
DOI:
10.29303/jpm.v20i3.8886Published:
2025-05-20Issue:
Vol. 20 No. 3 (2025): May 2025 (in Progress)Keywords:
Collaboration; Critical Thinking; Cognitive Learning OutcomesArticles
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Abstract
Undergraduate graduates must achieve the Indonesian National Qualifications Framework level 6. The graduate profile can be accomplished by enhancing 21st-century competencies, namely collaboration, critical thinking, and cognitive learning outcomes. This study aimed to examine the profile of students’ collaboration, critical thinking skills, and cognitive learning outcomes. This study included 73 students majoring in Biology from the Faculty of Mathematics and Natural Sciences at the State University of Malang. The study employed a quantitative descriptive. The method used was a survey. The instruments used were questionnaires for collaboration skills and tests for critical thinking and cognitive learning outcomes. Data analysis was accomplished by computing the average value of the indicators. The computation results were then applied to the criterion table and categorized accordingly. The results showed that students' collaboration skills were characterized as very good, with more than 75% of students scoring excellent or good on each criteria. Students' critical thinking skills remained moderate, with more than 75% of students scoring moderately on application, analysis, and evaluation markers. Students' cognitive learning outcomes were still classed as moderate, with the majority of students scoring moderately on all indicators. İt can be concluded that student collaboration skills are categorized as excellent, students' critical thinking skills are categorized as intermediate, and students' cognitive learning outcomes remain moderate.
References
T. K. B. Dikti, “Capaian Pembelajaran Lulusan Program Studi,” 2014.
J. R. Honra and S. L. C. Monterola, “Fostering cognitive flexibility of students through design thinking in biology education,” Cogent Education, vol. 11, no. 1, 2024, doi: 10.1080/2331186X.2024.2415301.
H. Herlinawati, M. Marwa, N. Ismail, Junaidi, L. O. Liza, and D. D. B. Situmorang, “The integration of 21st century skills in the curriculum of education,” Heliyon, vol. 10, no. 15, Aug. 2024, doi: 10.1016/j.heliyon.2024.e35148.
J. U. Ama and U. G. Emetarom, “European Journal of Education Studies Equipping Higher Education Students with The 21 St Century Skills beyond Computer and Technological Skills for Future Effective Participation in The Global Economy,” 2020, doi: 10.5281/zenodo.2588851.
M. E. Bakay, “21st Century Skills for Higher Education Students in EU Countries: Perception of Academicians and HR Managers,” International Education Studies, vol. 15, no. 2, p. 14, Feb. 2022, doi: 10.5539/ies.v15n2p14.
P. Häkkinen, S. Järvelä, K. Mäkitalo-Siegl, A. Ahonen, P. Näykki, and T. Valtonen, “Preparing teacher-students for twenty-first-century learning practices (PREP 21): a framework for enhancing collaborative problem-solving and strategic learning skills,” Teachers and Teaching: Theory and Practice, vol. 23, no. 1, pp. 25–41, Jan. 2017, doi: 10.1080/13540602.2016.1203772.
Y. Kong and C. Wang, “The effects of self-efficacy on the use of self-regulated learning strategies and project-based writing performance,” International Journal of English for Academic Purposes: Research and Practice, vol. 2022, no. Spring, pp. 21–39, Mar. 2022, doi: 10.3828/ijeap.2022.3.
D. W. Johnson and R. T. Johnson, “An educational psychology success story: Social interdependence theory and cooperative learning,” Educational Researcher, vol. 38, no. 5, pp. 365–379, Jun. 2009, doi: 10.3102/0013189X09339057.
N. Wengrowicz, W. Swart, R. Paul, K. Macleod, D. Dori, and Y. J. Dori, “Students’ Collaborative Learning Attitudes and Their Satisfaction with Online Collaborative Case-Based Courses,” American Journal of Distance Education, vol. 32, no. 4, pp. 283–300, Oct. 2018, doi: 10.1080/08923647.2018.1511509.
J. Voogt, O. Erstad, C. Dede, and P. Mishra, “Challenges to learning and schooling in the digital networked world of the 21st century,” J Comput Assist Learn, vol. 29, no. 5, pp. 403–413, Oct. 2013, doi: 10.1111/jcal.12029.
S. Li, J. Pöysä-Tarhonen, and P. Häkkinen, “Students’ collaboration dispositions across diverse skills of collaborative problem solving in a computer-based assessment environment,” Computers in Human Behavior Reports, vol. 11, Aug. 2023, doi: 10.1016/j.chbr.2023.100312.
D. Kuhn, “Thinking Together and Alone,” Educational Researcher, vol. 44, no. 1, pp. 46–53, 2015, doi: 10.3102/0013189X15569530.
A. A. Gokhale, “Collaborative Learning Enhances Critical Thinking,” Journal of Technology Education, vol. 7, no. 1, pp. 22–30, 1995, doi: 10.21061/jte.v7i1.a.2.
L. Aldieri, M. Kotsemir, and C. P. Vinci, “The impact of research collaboration on academic performance: An empirical analysis for some European countries,” Socioecon Plann Sci, vol. 62, pp. 13–30, Jun. 2018, doi: 10.1016/j.seps.2017.05.003.
P. Ellerton, “On critical thinking and content knowledge: a critique of the assumptions of cognitive load theory ‘Thinking is the method of intelligent learning,’” 2010.
L. M. Murawski, “Critical Thinking in the classroom... and beyond,” Journal of Learning in Higher Education, vol. 10, no. 1, pp. 25–30, 2014.
B. Thornhill-Miller et al., “Creativity, Critical Thinking, Communication, and Collaboration: Assessment, Certification, and Promotion of 21st Century Skills for the Future of Work and Education,” Mar. 01, 2023, MDPI. doi: 10.3390/jintelligence11030054.
K. Michaelowa, “Primary Education Quality in Francophone Sub-Saharan Africa: Determinants of Learning Achievement and Eciency Considerations.” [Online]. Available: www.elsevier.com/locate/worlddev
Y. Shi, Y. Ma, J. MacLeod, and H. H. Yang, “College students’ cognitive learning outcomes in flipped classroom instruction: a meta-analysis of the empirical literature,” Journal of Computers in Education, vol. 7, no. 1, pp. 79–103, Mar. 2020, doi: 10.1007/s40692-019-00142-8.
X. F. Lin, S. Y. Wong, W. Zhou, W. Shen, W. Li, and C. C. Tsai, “Undergraduate Students’ Profiles of Cognitive Load in Augmented Reality–Assisted Science Learning and Their Relation to Science Learning Self-efficacy and Behavior Patterns,” Int J Sci Math Educ, vol. 22, no. 2, pp. 419–445, Feb. 2024, doi: 10.1007/s10763-023-10376-9.
M. A. F. I. Q. As-Syauqi, F. Rachmadiarti, R. Raharjo, and M. Budiyanto, “Profile of College Students’ Critical Thinking Skills Assisted by Problem-Based Learning Models on Electromagnetic Material,” IJORER : International Journal of Recent Educational Research, vol. 5, no. 1, pp. 168–181, Jan. 2024, doi: 10.46245/ijorer.v5i1.543.
S. Lv, C. Chen, W. Zheng, and Y. Zhu, “The Relationship Between Study Engagement and Critical Thinking Among Higher Vocational College Students in China: A Longitudinal Study,” Psychol Res Behav Manag, vol. 15, pp. 2989–3002, 2022, doi: 10.2147/PRBM.S386780.
M. N. Aufa et al., “Profile of students’ critical thinking, creativity, and collaboration skills on environmental pollution material,” in Journal of Physics: Conference Series, IOP Publishing Ltd, Jan. 2021. doi: 10.1088/1742-6596/1760/1/012027.
D. Rulia Sitepu and K. Afni, “Designing general biology practicum e-modules using canva to enhance science process skills of pre-service teachers,” Jurnal Biolokus: Jurnal Penelitian Pendidikan Biologi dan Biologi, vol. 7, no. 2, 2024.
X. F. Lin, S. Y. Wong, W. Zhou, W. Shen, W. Li, and C. C. Tsai, “Undergraduate Students’ Profiles of Cognitive Load in Augmented Reality–Assisted Science Learning and Their Relation to Science Learning Self-efficacy and Behavior Patterns,” Int J Sci Math Educ, vol. 22, no. 2, pp. 419–445, Feb. 2024, doi: 10.1007/s10763-023-10376-9.
L. Greenstein, Assessing 21st Century Skills: A Guide to Evaluating Mastery and Authentic Learning. California: Corwin, 2012.
Kementerian Pendidikan dan Kebudayaan. Peraturan Menteri Pendidikan dan Kebudayaan Nomor 81A Tahun 2023 tentang Implementasi Kurikulum. 2013.
S. Li, J. Pöysä-Tarhonen, and P. Häkkinen, “Students’ collaboration dispositions across diverse skills of collaborative problem solving in a computer-based assessment environment,” Computers in Human Behavior Reports, vol. 11, Aug. 2023, doi: 10.1016/j.chbr.2023.100312.
C. Newell and A. Bain, “Academics’ perceptions of collaboration in higher education course design,” Higher Education Research and Development, vol. 39, no. 4, pp. 748–763, Jun. 2020, doi: 10.1080/07294360.2019.1690431.
H. Le, J. Janssen, and T. Wubbels, “Collaborative learning practices: teacher and student perceived obstacles to effective student collaboration,” Cambridge Journal of Education, vol. 48, no. 1, pp. 103–122, Jan. 2018, doi: 10.1080/0305764X.2016.1259389.
J. Daryanto, M. Wiraman, T. Budiharto, and A. Yahya, “The profile of compromise skills in collaborative learning environments in elementary schools,” vol. 11, no. 2, pp. 71–78, 2024, doi: 10.26555/jpsd.v11i2.a30299.
S. S and K. Moghadam, “Relationship between Achievement Goals and Academic Self-Efficacy; Mediation Role of Academic Engagement,” Bimonthly of Education Strategies in Medical Sciences, vol. 6, no. 8, pp. 13–0, 2016.
T. L. Xu, J. N. Zhao, Y. Y. Zhang, and G. L. Jing, “Correlation among academic self-efficacy, professional identity, and professional attitude of higher vocational nursing students,” Frontiers of Nursing, vol. 8, no. 1, pp. 43–47, Mar. 2021, doi: 10.2478/fon-2021-0005.
A. Muhlisin, H. Susilo, M. Amin, and F. Rohman, “Improving critical thinking skills of college students through RMS model for learning basic concepts in science,” 2016.
B. Golden, “Enabling critical thinking development in higher education through the use of a structured planning tool,” Irish Educational Studies, vol. 42, no. 4, pp. 949–969, 2023, doi: 10.1080/03323315.2023.2258497.
M. H. Yee, J. Md. Yunos, W. Othman, R. Hassan, T. K. Tee, and M. M. Mohamad, “Disparity of Learning Styles and Higher Order Thinking Skills among Technical Students,” Procedia Soc Behav Sci, vol. 204, pp. 143–152, Aug. 2015, doi: 10.1016/j.sbspro.2015.08.127.
E. S. Kurniawan, Mundilarto, and E. Istiyono, “Improving student higher order thinking skills using Synectic-HOTS-oriented learning model,” International Journal of Evaluation and Research in Education , vol. 13, no. 2, pp. 1132–1140, Apr. 2024, doi: 10.11591/ijere.v13i2.25002.
M. A. Qureshi, A. Khaskheli, J. A. Qureshi, S. A. Raza, and S. Q. Yousufi, “Factors affecting students’ learning performance through collaborative learning and engagement,” Interactive Learning Environments, vol. 31, no. 4, pp. 2371–2391, 2023, doi: 10.1080/10494820.2021.1884886.
Author Biographies
Lianto Lianto, Department of Biology Education, University of Mataram
Sri Rahayu Lestari, Department of Biology, 3State University of Malang
Hendra Susanto, Department of Biology, 3State University of Malang
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Copyright (c) 2025 Lianto Lianto, Sri Rahayu Lestari, Hendra Susanto

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