Author: “Minh Thao Hoang - s4168765”

Date: “2026-06-09”

The AI study companion: What students gain and fear of losing in the age of generative AI ?

Artificial intelligence has become a common part of student learning. Using survey responses from 557 students provided by Mendeley, this article explores how often students use AI, the benefits they experience, the relationship between AI use and academic performance, and concerns about overreliance on AI technologies.

Chart 1 : AI is becoming a core part of student learning

Chart 2 : Do Frequent AI Users Experience Greater Learning Benefits?

Chart 3 : Academic Performance Across Different Levels of AI Usage

Chart 4 : Do AI users still verify AI answers ?

Chart 5 : Ai users also worry about losing independent thinking skill

Dataset used:

Mahfujur, R., Toufik, M., Abdullah, A.K. (2026, May 12).Student Awareness, Cognitive Strain, and Emotional Responses to AI Assistance Dataset (Version 2) [Data set]. Mendeley Data. https://doi.org/10.17632/9v9rtzch8g.2

References:

Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., Dunnington, D., Brand, T.v.d. Construct aesthetic mappings. ggplot2. https://ggplot2.tidyverse.org/reference/aes.html

Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., Dunnington, D., Brand, T.v.d.. Bar charts. ggplot2. https://ggplot2.tidyverse.org/reference/geom_bar.html

Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., Dunnington, D., Brand, T.v.d. Cartesian coordinates with x and y flipped. ggplot2 Reference. https://ggplot2.tidyverse.org/reference/coord_flip.html

Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., Dunnington, D., Brand, T.v.d. Set scale limits. ggplot2 Reference. https://ggplot2.tidyverse.org/reference/lims.html

Wickham, H., François, R., Henry, L., Müller, K.,  Vaughan, D. Group by one or more variables. dplyr. https://dplyr.tidyverse.org/reference/group_by.html

Wickham, H., Vaughan, D., Girlich, M. Pivot data from wide to long. tidyr. https://tidyr.tidyverse.org/reference/pivot_longer.html

Wickham, H., François, R., Henry, L., Müller, K., Vaughan, D. Recode values. dplyr. https://dplyr.tidyverse.org/reference/recode.html

Brand, T. V. D. (2024, February 26). ggplot2 3.5.0 legends. Tidyverse. https://tidyverse.org/blog/2024/02/ggplot2-3-5-0-legends/

Müller, K., Wickham, H. tibble. Tidyverse. https://tibble.tidyverse.org/

Vidhi, C. (2024, July 3). How to Use na.rm to Handle Missing Values in R. datacamp. https://www.datacamp.com/tutorial/na-rm-in-r

Rdocumentation. Paste: Concatenate Strings https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/paste

Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., Dunnington, D., Brand, T.v.d. Complete themes. ggplot2. https://ggplot2.tidyverse.org/reference/ggtheme.html

Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., Dunnington, D., Brand, T.v.d. Create your own discrete scale. ggplot2. https://ggplot2.tidyverse.org/reference/scale_manual.html

Carson, S., Joe, C., Garrick, A., Posit Software. Add a tooltip to a UI element.  Rstudio. https://rstudio.github.io/bslib/reference/tooltip.html