Utilization of Case Study Learning Based on Data Analysis in Economics Subjects to Improve Students' Critical Thinking Skills: Article Review
Keywords:
Digital Learning Innovation, data analysis, Socio-economics, creative thinkingAbstract
Utilization of Case Study Learning Based on Data Analysis in Economics Subjects to Improve Students' Critical Thinking Skills: Article Review
References
Abbas, J. R., Chu, M. M. H., Jeyarajah, C., Isba, R., Payton, A., McGrath, B., Tolley, N., & Bruce, I. (2023). Virtual reality in simulation-based emergency skills training: A systematic review with a narrative synthesis. Resuscitation Plus, 16(June), 100484. https://doi.org/10.1016/j.resplu.2023.100484
Abdurrahman, A., Maulina, H., Nurulsari, N., Sukamto, I., Umam, A. N., & Mulyana, K. M. (2023). Impacts of integrating engineering design process into STEM makerspace on renewable energy unit to foster students' system thinking skills. Heliyon, 9(4), e15100. https://doi.org/10.1016/j.heliyon.2023.e15100
Ali, N., Ghazal, T. M., Ahmed, A., Abbas, S., Khan, M. A., Alzoubi, H. M., Farooq, U., Ahmad, M., & Khan, M. A. (2022). Fusion-based supply chain collaboration using machine learning techniques. Intelligent Automation and Soft Computing, 31(3), 1671–1687. https://doi.org/10.32604/IASC.2022.019892
Aljaber, N., Alsaidan, J., Shebl, N., & Almanasef, M. (2023). Flipped classrooms in pharmacy education: A systematic review. Saudi Pharmaceutical Journal, 31(12), 101873. https://doi.org/10.1016/j.jsps.2023.101873
Almusharraf, N. M., & Khahro, S. H. (2020). Students' Satisfaction with Online Learning Experiences during the COVID-19 Pandemic. International Journal of Emerging Technologies in Learning, 15(21), 246–267. https://doi.org/10.3991/ijet.v15i21.15647
Annamalai, N., Eltahir, M. E., Zyoud, S. H., Soundrarajan, D., Zakarneh, B., & Al Salhi, N. R. (2023). Exploring English language learning via Chabot: A case study from a self determination theory perspective. Computers and Education: Artificial Intelligence, 5(February), 100148. https://doi.org/10.1016/j.caeai.2023.100148
Asaithambi, S., Ravi, L., Devarajan, M., Almazyad, A. S., Xiong, G., & Mohamed, A. W. (2024). Enhancing enterprises trust mechanism through integrating blockchain technology into e-commerce platform for SMEs. Egyptian Informatics Journal, 25(August 2023), 100444. https://doi.org/10.1016/j.eij.2024.100444
Barta, A., Fodor, L. A., Tamas, B., & Szamoskozi, I. (2022). The development of students critical thinking abilities and dispositions through the concept mapping learning method – A meta-analysis. Educational Research Review, 37(June 2021), 100481. https://doi.org/10.1016/j.edurev.2022.100481
Biancolin, M., & Rotaris, L. (2024). Environmental impact of business-to-consumer e-commerce: Does it matter to consumers? Research in Transportation Business and Management, 52(December 2023). https://doi.org/10.1016/j.rtbm.2023.101087
Coppe, T., Parmentier, M., Kelchtermans, G., Raemdonck, I., März, V., & Colognesi, S. (2024). Beyond traditional narratives about teacher professional development: A critical perspective on teachers' working life. Teaching and Teacher Education, 139(December 2023). https://doi.org/10.1016/j.tate.2023.104436
Cortés Loyola, C., Adlerstein Grimberg, C., & Bravo Colomer, Ú. (2020). Early childhood teachers making multiliterate learning environments: The emergence of a spatial design thinking process. Thinking Skills and Creativity, 36(November 2019), 100655. https://doi.org/10.1016/j.tsc.2020.100655
Daryanes, F., Ririen, D., Fikri, K., & Sayuti, I. (2023). Improving Students' Critical Thinking Through the Learning Strategy "Students as Researchers": Research Based Learning. Jurnal Penelitian Pendidikan IPA, 9(5), 2374–2382. https://doi.org/10.29303/jppipa.v9i5.2345
del Val Núñez, M. T., de Lucas Ancillo, A., Gavrila Gavrila, S., & Gómez Gandía, J. A. (2024). Technological transformation in HRM through knowledge and training: Innovative business decision making. Technological Forecasting and Social Change, 200(January). https://doi.org/10.1016/j.techfore.2023.123168
Dimitrijević, M. S. (2023). Technological progress in the function of productivity and sustainability of agriculture: The case of innovative countries and the Republic of Serbia. Journal of Agriculture and Food Research, 14(November). https://doi.org/10.1016/j.jafr.2023.100856
Disli, M., Aysan, A. F., & Abdelsalam, O. (2023). Favoring the small and the plenty: Islamic banking for MSMEs. Economic Systems, 47(1), 101051. https://doi.org/10.1016/j.ecosys.2022.101051
Dreyweish, A. Ei. Al, Aljafari, R., & Alrashidi, S. N. (2024). Unveiling the relationship between psychological adaptation and problem-solving skills in gifted intermediate school students: A Saudi Arabian perspective. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), 100253. https://doi.org/10.1016/j.joitmc.2024.100253
Flegr, S., Kuhn, J., & Scheiter, K. (2023). How to foster STEM learning during Covid-19 remote schooling: Combining virtual and video experiments. Learning and Instruction, 86(January 2022), 101778. https://doi.org/10.1016/j.learninstruc.2023.101778
Hagen, D., Spierings, B., Weltevreden, J., Risselada, A., & Atzema, O. (2024). What drives consumers to use local online retail platforms? The influence of non-place-specific and place-specific motives. Journal of Retailing and Consumer Services, 77(November 2023), 103649. https://doi.org/10.1016/j.jretconser.2023.103649
HARDIANTI, A., SUHARTI, S., & PURNAMAWATI, P. (2022). Pentingnya Manajemen Pembelajaran Critical Thingking Skill Pada Sekolah Menengah Kejuruan (SMK). VOCATIONAL: Jurnal Inovasi Pendidikan Kejuruan, 2(2), 106–115. https://doi.org/10.51878/vocational.v2i2.1159
Ibrahim, E., Khraisat, Q., Alghizzawi, M., Omain, S. Z., Humaid, A. M., & Ismail, N. B. (2023). The Impact of Outsourcing Model on Supply Chain Efficiency and Performance in Smes: A Case of the Hospitality Industry. International Journal of Professional Business Review, 8(6), e03224. https://doi.org/10.26668/businessreview/2023.v8i6.3224
Imjai, N., Aujirapongpan, S., & Mahadi, N. (2023). The interplay of digital and management accounting competency to competitive performance in the open innovation era: A case of Thai micropreneurs. Journal of Open Innovation: Technology, Market, and Complexity, 9(4), 100167. https://doi.org/10.1016/j.joitmc.2023.100167
Jodoi, K., Takenaka, N., Uchida, S., Nakagawa, S., & Inoue, N. (2021). Developing an active-learning app to improve critical thinking: item selection and gamification effects. Heliyon, 7(11), e08256. https://doi.org/10.1016/j.heliyon.2021.e08256
Jurkowski, S., Mundelsee, L., & Hänze, M. (2024). Strengthening collaborative learning in secondary school: Development and evaluation of a lesson-integrated training approach for transactive communication. Learning and Instruction, 92(May). https://doi.org/10.1016/j.learninstruc.2024.101934
Khan, Z., Rao-Nicholson, R., Akhtar, P., Tarba, S. Y., Ahammad, M. F., & Vorley, T. (2019). The role of HR practices in developing employee resilience: a case study from the Pakistani telecommunications sector. International Journal of Human Resource Management, 30(8), 1342–1369. https://doi.org/10.1080/09585192.2017.1316759
Laguna-Sánchez, P., Segovia-Pérez, M., de la Fuente-Cabrero, C., & Vargas-Pérez, A. M. (2021). A collaborative model for leadership education in high-potential university women students. Journal of Open Innovation: Technology, Market, and Complexity, 7(2). https://doi.org/10.3390/joitmc7020138
Lan, M., & Huang, Q. (2023). Clustering digital learning pathway preferences from the perspectives of epistemic justification on self-regulated learning, social presence, and resources. Heliyon, 9(9), e20038. https://doi.org/10.1016/j.heliyon.2023.e20038
Li, X., Ma, L., Ruman, A. M., Iqbal, N., & Strielkowski, W. (2023). Impact of natural resource mining on sustainable economic development: The role of education and green innovation in China. Geoscience Frontiers, xxxx, 101703. https://doi.org/10.1016/j.gsf.2023.101703
Luz, E., Silva, P., Silva, R., Silva, L., Guimarães, J., Miozzo, G., Moreira, G., & Menotti, D. (2022). Towards an effective and efficient deep learning model for COVID-19 patterns detection in X-ray images. Research on Biomedical Engineering, 38(1), 149–162. https://doi.org/10.1007/s42600-021-00151-6
Marnewick, C. (2023). Student experiences of project-based learning in agile project management education. Project Leadership and Society, 4(August), 100096. https://doi.org/10.1016/j.plas.2023.100096
Mathieu, A. (2024). Bibliometric dataset (1995–2022) on green jobs: A comprehensive analysis of scientific publications. Data in Brief, 52, 109845. https://doi.org/10.1016/j.dib.2023.109845
Mensah, S. L., Frimpong, L. K., Okyere, S. A., Diko, S. K., Enning, S. B., Abunyewah, M., & Attigah, J. M. (2023). A digital turn for urban management? Residents' perception and utilization of the digital property address system in Accra, Ghana. Urban Governance, October 2022. https://doi.org/10.1016/j.ugj.2023.02.005
Mishra, L., Gupta, T., & Shree, A. (2020). Online teaching-learning in higher education during lockdown period of COVID-19 pandemic. International Journal of Educational Research Open, 1, 100012. https://doi.org/10.1016/j.ijedro.2020.100012
Mošková, E., Furiak, K., & Kelíšek, A. (2023). Impact on SMEs during the COVID-19 Pandemic and Importance of Risk Management in the Transport Enterprises. Transportation Research Procedia, 74, 1292–1299. https://doi.org/10.1016/j.trpro.2023.11.274
Muzdalifah, Z., Khasairi, M., & Kholisin, K. (2021). Development of the Arabic Grammar (Nahwu) Textbook Al-Ajurumiyyah Al-Qur'aniyyah based on the Scaffolding-Structure. Izdihar : Journal of Arabic Language Teaching, Linguistics, and Literature, 4(2), 153–164. https://doi.org/10.22219/jiz.v4i2.16229
Namara, C. M., O'Brien, B., & O'Reilly, P. (2023). The learning experiences of student nurses in the perioperative environment: An integrative literature review. Nurse Education Today, 131(October), 105985. https://doi.org/10.1016/j.nedt.2023.105985
Nungu, L., Mukama, E., & Nsabayezu, E. (2023). Online collaborative learning and cognitive presence in mathematics and science education. Case study of university of Rwanda, college of education. Education and Information Technologies, 28(9), 10865–10884. https://doi.org/10.1007/s10639-023-11607-w
Oyler, D. R., & Romanelli, F. (2014). The fact of ignorance revisiting the socratic method as a tool for teaching critical thinking. American Journal of Pharmaceutical Education, 78(7), 144. https://doi.org/10.5688/ajpe787144
Peter, M. K., Kraft, C., & Lindeque, J. (2020). Strategic action fields of digital transformation: An exploration of the strategic action fields of Swiss SMEs and large enterprises. Journal of Strategy and Management, 13(1), 160–180. https://doi.org/10.1108/JSMA-05-2019-0070
Pishchukhina, O., Gordieieva, D., & Rainer, A. (2024). The Journal of Systems & Software Delivering computing module for the large part-time software development class from pre- to post-pandemic : An online learning experience. The Journal of Systems & Software, 210(September 2023), 111959. https://doi.org/10.1016/j.jss.2024.111959
Raji, B. (2019). Significance and challenges of computer assisted education programs in the UAE: A case study of higher learning and vocational education. Education and Information Technologies, 24(1), 153–164. https://doi.org/10.1007/s10639-018-9767-6
Rauch, E., & Brown, C. A. (2020). Teaching Axiomatic Design for a Long-Term Sustainable Introduction of Industry 4.0 in SMEs. Procedia CIRP, 96, 169–174. https://doi.org/10.1016/j.procir.2021.01.155
Rente, D., Cvjetko Bubalo, M., Panić, M., Paiva, A., Caprin, B., Radojčić Redovniković, I., & Duarte, A. R. C. (2022). Review of deep eutectic systems from laboratory to industry, taking the application in the cosmetics industry as an example. Journal of Cleaner Production, 380(February). https://doi.org/10.1016/j.jclepro.2022.135147
Saastamoinen, T., Elomaa-Krapu, M., Härkänen, M., Näslindh-Ylispangar, A., & Vehviläinen-Julkunen, K. (2024). Students' experiences of a computer-based simulation game as a learning method for medication process: A qualitative study. Teaching and Learning in Nursing, 000, 5–11. https://doi.org/10.1016/j.teln.2024.01.009
Sanchis, R., Marcucci, G., Poler, R., & Ciarapica, F. E. (2022). Business Continuity Training: Educational Programme Proposal. IFAC-PapersOnLine, 55(10), 2209–2214. https://doi.org/10.1016/j.ifacol.2022.10.036
Seibert, S. A. (2021). Problem-based learning: A strategy to foster generation Z's critical thinking and perseverance. Teaching and Learning in Nursing, 16(1), 85–88. https://doi.org/10.1016/j.teln.2020.09.002
Setiawan, A., Pulansari, F., & Sumiati. (2020). Pengukuran Kinerja dengan Metode Supply Chain Operations Reference (SCOR) (Studi Kasus PT. XYZ). Jurnal Manajemen Industri Dan Teknologi, I(1), 55–66. http://juminten.upnjatim.ac.id/index.php/juminten
Shahzadi, S., Samikon, S. A., Shahzad, I. A., & Sahzadi, Y. (2023). The Impact Of Human Resources Practices On Organizational Performance : Mediating Role Of Supply Chain Operational Performance Among Pakistani SMES. International Journal of Pr, 8(7), 1–19.
Taylor, G., Sala, G., Kolak, J., Gerhardstein, P., & Lingwood, J. (2024). Does adult-child co-use during digital media use improve children's learning aged 0–6 years? A systematic review with meta-analysis. Educational Research Review, 44(September 2023), 100614. https://doi.org/10.1016/j.edurev.2024.100614
Tima, M. T., & Sutrisno, H. (2020). Peningkatan Efikasi Diri Siswa Pada Materi Kesetimbangan Kimia Setelah Dibelajarkan Dengan Problem Solving Berbasis Multiple Representasi. Jurnal Pendidikan Kimia Indonesia, 4(2), 70–77. https://ejournal.undiksha.ac.id/index.php/JPK/index
Tran, T. T., & Herzig, C. (2023). Blended case-based learning in a sustainability accounting course: An analysis of student perspectives. Journal of Accounting Education, 63, 100842. https://doi.org/10.1016/j.jaccedu.2023.100842
Troussas, C., Krouska, A., & Sgouropoulou, C. (2020). Collaboration and fuzzy-modeled personalization for mobile game-based learning in higher education. Computers and Education, 144(September 2019), 103698. https://doi.org/10.1016/j.compedu.2019.103698
Wang, Q., & Huo, B. (2018). The Effect of Intellectual Capital on Supply Chain Integration and Competitive Performance. Academy of Management Proceedings, 2018(1), 18643. https://doi.org/10.5465/ambpp.2018.18643abstract
Widiastuti, T., Mawardi, I., Zulaikha, S., Herianingrum, S., Robani, A., Al Mustofa, M. U., & Atiya, N. (2022). The nexus between Islamic social finance, quality of human resource, governance, and poverty. Heliyon, 8(12), e11885. https://doi.org/10.1016/j.heliyon.2022.e11885
Wirawan, I. M. T. A., & Gading, I. K. (2022). Interactive Powerpoint Learning Media on Science Content for Fifth Grade Elementary School. Journal for Lesson and Learning Studies, 5(2), 190–198. https://doi.org/10.23887/jlls.v5i2.48852
Wiroonrath, S., Phanniphong, K., Somnuk, S., & Na-Nan, K. (2024). Impact of leader support on open innovation: The mediating role of organizational culture, intellectual property, and collaboration. Journal of Open Innovation: Technology, Market, and Complexity, 10(3), 100333. https://doi.org/10.1016/j.joitmc.2024.100333
Xing, C., Sun, Y., & Luo, C. (2023). Opportunity of higher education and the choice of high schools. China Economic Quarterly International, 3(2), 119–131. https://doi.org/10.1016/j.ceqi.2023.05.004
Yousaf, S., & Xiucheng, F. (2018). Halal culinary and tourism marketing strategies on government websites : A preliminary analysis. Tourism Management, 68(February), 423–443. https://doi.org/10.1016/j.tourman.2018.04.006
Zheng, K., Zheng, X., Yang, Y., & Chang, J. (2023). Advancing higher education and its implication towards sustainable development: Moderate role of green innovation in BRI economies. Heliyon, 9(9), e19519. https://doi.org/10.1016/j.heliyon.2023.e19519
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