Real-time incentivizing survey completion with game-based rewards in experience sampling research may increase data quantity, but reduces data quality.
Egon DejonckheereStijn VerdonckJoren AndriesNatalie RöhrigMaarten PiotGhijs KilaniMerijn MestdaghPublished in: Comput. Hum. Behav. (2024)
Keyphrases
- data quality
- data sets
- real time
- data collection
- data reduction
- original data
- data privacy
- data warehouse
- data transformation
- training data
- poor quality
- data cleaning
- knowledge discovery
- data analysis
- high dimensional data
- privacy preservation
- database
- quality management
- information loss
- data processing
- data mining techniques
- data sources
- xml documents
- reinforcement learning
- real world