Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model
In recent years, the number of studies measuring and representing students’ learning and performance has increased. However, there remains a lack of research that represents and measures factors within students’ control and which impact their academic success. For university managers, subject tutors...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2022
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| Online Access: | https://repository.londonmet.ac.uk/7642/1/Visual%20Representation%20of%20the%20Students%E2%80%99%20Controllable%20Factors%2C%20Which%20Affects%20Their%20Performance%2C%20Using%20the%20PS2CLH%20Model.pdf |
| _version_ | 1825625710685847552 |
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| author | Arlindo, Almada Qicheng, Yu Preeti, Pate |
| author_facet | Arlindo, Almada Qicheng, Yu Preeti, Pate |
| author_sort | Arlindo, Almada |
| collection | LMU |
| description | In recent years, the number of studies measuring and representing students’ learning and performance has increased. However, there remains a lack of research that represents and measures factors within students’ control and which impact their academic success. For university managers, subject tutors and academic mentors, it is essential to measure, visually represent, analyse and monitor student performance alongside factors affecting their academic achievement, in order to enhance the student experience. This research evaluates the connection among students’ behaviours and lifestyles, in particular the controllable factors which affect students’ performance. Controllable factors incorporated in our PS2CLH model are the perspectives of Psychology, Self-responsibility, Sociology, Communication, Learning and Health & wellbeing. This paper proposes a visual representation and measure, in three-dimensional space, of a student-controllable learning factor that affects their performance, based on the PS2CLH model. A cluster presentation allows for targeted interventions for students who need additional support, it also indicates clearly where each student stands and the necessary direction each student needs to take to get to the desired cluster. Initial data presents a clear pattern of creating a diagonal of seven clusters or stages from the bottom (0, 0, 0) to the top (100, 100, 100) and leading to the use of filters or queries to better visualisation and understanding of controllable factors such as fear, anxiety, stress and time management. Preliminary results highlight patterns of best-performing students with specific factors located into the highest clusters six and seven. This insight facilitates data-driven decisions and effective student interventions. |
| first_indexed | 2024-07-09T04:04:57Z |
| format | Conference or Workshop Item |
| id | oai:repository.londonmet.ac.uk:7642 |
| institution | London Metropolitan University |
| language | English |
| last_indexed | 2024-07-09T04:04:57Z |
| publishDate | 2022 |
| record_format | eprints |
| spelling | oai:repository.londonmet.ac.uk:76422022-05-16T15:16:04Z https://repository.londonmet.ac.uk/7642/ Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model Arlindo, Almada Qicheng, Yu Preeti, Pate 370 Education In recent years, the number of studies measuring and representing students’ learning and performance has increased. However, there remains a lack of research that represents and measures factors within students’ control and which impact their academic success. For university managers, subject tutors and academic mentors, it is essential to measure, visually represent, analyse and monitor student performance alongside factors affecting their academic achievement, in order to enhance the student experience. This research evaluates the connection among students’ behaviours and lifestyles, in particular the controllable factors which affect students’ performance. Controllable factors incorporated in our PS2CLH model are the perspectives of Psychology, Self-responsibility, Sociology, Communication, Learning and Health & wellbeing. This paper proposes a visual representation and measure, in three-dimensional space, of a student-controllable learning factor that affects their performance, based on the PS2CLH model. A cluster presentation allows for targeted interventions for students who need additional support, it also indicates clearly where each student stands and the necessary direction each student needs to take to get to the desired cluster. Initial data presents a clear pattern of creating a diagonal of seven clusters or stages from the bottom (0, 0, 0) to the top (100, 100, 100) and leading to the use of filters or queries to better visualisation and understanding of controllable factors such as fear, anxiety, stress and time management. Preliminary results highlight patterns of best-performing students with specific factors located into the highest clusters six and seven. This insight facilitates data-driven decisions and effective student interventions. 2022-05-05 Conference or Workshop Item NonPeerReviewed text en https://repository.londonmet.ac.uk/7642/1/Visual%20Representation%20of%20the%20Students%E2%80%99%20Controllable%20Factors%2C%20Which%20Affects%20Their%20Performance%2C%20Using%20the%20PS2CLH%20Model.pdf Arlindo, Almada, Qicheng, Yu and Preeti, Pate (2022) Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model. In: IAFOR Conference on Educational Research & Innovation (ERI2022), 5 - 7 May 2022, Washington DC, Arlington Campus. (Submitted) https://iafor.org/archives/conference-programmes/eri/eri-programme-2022.pdf?t=3 |
| spellingShingle | 370 Education Arlindo, Almada Qicheng, Yu Preeti, Pate Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model |
| title | Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model |
| title_full | Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model |
| title_fullStr | Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model |
| title_full_unstemmed | Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model |
| title_short | Visual representation of the students’ controllable factors, which affects their performance, using the PS2CLH model |
| title_sort | visual representation of the students controllable factors which affects their performance using the ps2clh model |
| topic | 370 Education |
| url | https://repository.londonmet.ac.uk/7642/1/Visual%20Representation%20of%20the%20Students%E2%80%99%20Controllable%20Factors%2C%20Which%20Affects%20Their%20Performance%2C%20Using%20the%20PS2CLH%20Model.pdf |
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