UAT and UEQ Survey Data for Lumora Self-Assessment Learning System
Description
This dataset contains raw survey responses from User Acceptance Testing (UAT) and User Experience Questionnaire (UEQ) evaluations of Lumora, an intelligent self-assessment learning website. Data were collected from 30-32 participants. Related publication: Lumora: Intelligent Self-Assessment Learning Website for Improving Student Learning Independence, ICIMTech 2026.
Files
Steps to reproduce
1. Access the Lumora self-assessment website and create an account. 2. Complete the self-assessment questionnaire consisting of 20 items across four SRL dimensions (Planning, Time Management, Cognitive Strategy, and Reflection) using a 5-point Likert scale. 3. For UAT evaluation: Complete the User Acceptance Testing questionnaire (20 items, 5-point Likert scale) covering Functional Suitability, Usability, Performance & Reliability, and User Satisfaction dimensions. 4. For UEQ evaluation: Complete the User Experience Questionnaire (26 items, 7-point semantic differential scale) covering Attractiveness, Perspicuity, Efficiency, Dependability, Stimulation, and Novelty scales. 5. Raw responses were collected via Google Forms and exported to Excel. Participant names and timestamps were removed and replaced with anonymous IDs (R001–R030 for UAT; R001–R032 for UEQ). 6. UEQ scores were transformed to a −3 to +3 scale following the standard UEQ Data Analysis Tool V14 method. Scale means and variances were computed at the person-level per scale.
Institutions
- Binus UniversityJakarta, Jakarta