CCSC Central Plains 2026

From Passive to Active: A Real-Time Feedback Application for Japanese Character Retention

Cody Krawczyk (Coe College)

Student Posters at  8:30 ! Livein  O'Reilly Enterprise Center

Acquiring proficiency in Japanese writing presents a significant hurdle for beginners due to the complexity of stroke order, spatial proportions, and character memorization. While many digital tools offer flashcard-style drills, there is a lack of integrated environments that bridge the gap between passive recognition and active production. Beginners often struggle not just with “what” the character is, but the process of “how” to draw it effectively without constant external supervision. We developed an application that runs on an IPad and uses an Apple pencil to allow students to practice drawing Japanese characters. A critical innovation of this project is a “track system” that monitors user input in real-time, providing immediate feedback to reinforce writing skills. The application also provides multi-layered scaffolding tools to help students learn about the active production of the characters. These include mnemonic aids, stroke-order animations, and ghosted character outlines. The project utilizes a human-centered design approach, focusing on the usability of the interface and the clarity of the feedback systems. Evaluation sessions consist of a 10-minute practice period followed by a production test of nine specific characters. Post-session, qualitative and quantitative data are collected through user surveys focusing on tool utility, ease of navigation, and the perceived helpfulness of the mnemonic and animation features. Preliminary findings suggest that users rely heavily on the animations initially before transitioning to the ghosted outline feature. Observations of user interactions and survey outcomes are being used to iteratively refine the application’s front-end UI and underlying logic, ensuring the tool adapts to common user friction points. One major development enhancement that resulted from this process was a guided introductory module that orients the learner to the available support tools before they begin their practice session. While this stage of the project focuses on the iterative design and usability of the application, future research will transition toward a formal evaluation. This will involve studies to measure the long-term effectiveness of the drawing tool compared to traditional paper-and-pencil methods and the impact this tool has on the ability to gain proficiency in Japanese writing.

From Passive to Active: A Real-Time Feedback Application for Japanese Character Retention