Data Processing System for Executive Function Self-Awareness Assessment
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Solution Overview
Problem
Individuals, particularly children, face challenges with executive functions such as time management, planning, multi-tasking, and self-awareness, which are essential for organizational and problem-solving skills, leading to difficulties in impulse control, emotional regulation, and task initiation.
Innovation Solution
A data processing system utilizing a computer processor and memory to facilitate games that gather performance data, assess self-awareness, and provide feedback to users, allowing them to recognize their executive function limitations and improve through self-awareness assessments and training plans.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If traditional methods are used to assess executive function, then manual evaluation is required, but this reduces measurement precision and increases time consumption
Solution Approach 1:
The patent replaces manual mechanical evaluation with automated computer-based assessment systems. The processor automatically collects performance data from game interactions, compares it against difficulty levels, and generates self-awareness scores without human intervention, thereby improving precision while reducing time loss.
Solution Approach 2:
The system creates digital copies of performance data from game interactions and uses these copies for automated analysis. Instead of manual observation, the system copies performance metrics (response times, accuracy, task completion) and processes them algorithmically to assess self-awareness, enabling rapid and precise evaluation.
2Measurement precision
If comprehensive performance data collection is implemented, then assessment accuracy improves, but device complexity increases
Solution Approach 1:
The patent employs a multi-functional game platform that simultaneously serves as both the assessment tool and the data collection mechanism. The same game interface collects diverse performance data (response time, accuracy, task completion, self-rating) while engaging the user, thereby improving assessment precision without proportionally increasing device complexity.
Solution Approach 2:
The system merges the assessment protocol with the game gameplay itself. Performance data collection is integrated into the natural flow of game interactions rather than being a separate procedure. This combination allows comprehensive data gathering while maintaining a simple, unified system architecture.
3Productivity
If automated evaluation is implemented, then productivity increases, but the system requires higher extent of automation which may reduce adaptability
Solution Approach 1:
The patent implements dynamic difficulty adjustment and personalized assessment protocols. The system adapts game difficulty levels based on user performance and adjusts assessment parameters according to individual baseline measurements. This dynamic adaptation maintains high productivity through automation while preserving versatility in accommodating different user needs and abilities.
Solution Approach 2:
The system incorporates continuous feedback loops where automated evaluation results are used to adjust subsequent assessment parameters. The processor analyzes performance data, generates feedback about self-awareness levels, and uses this information to customize future assessment instances, thereby maintaining both high throughput and individual adaptability.
Data Source
AI summary
Data processing systems according to various embodiments are adapted to process data regarding error evaluation for use in the development of a first user's executive function. In various embodiments, the data processing system displays one or more visual representations of an activity being executed (e.g., incorrectly). The system may indicate to the first user that the activity was, or is being, executed by a second user. The system may then prompt the first user for input regarding the second user's performance. The data processing system may gather and process related data and then use this information to assist the first user in improving the first user's executive function skills. In particular embodiments, the visual representations of the activity may show the execution of one or more errors that the first user made previously when executing the activity.