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Improving data quality with dynamic forms

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6 Author(s)
Kuang Chen ; Comput. Sci. Div., Univ. of California at Berkeley, Berkeley, CA, USA ; Chen, H. ; Conway, N. ; Dolan, H.
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Organizations in developing regions want to efficiently collect digital data, but standard data gathering practices from the developed world are often inappropriate. Traditional techniques for form design and data quality are expensive and labour-intensive. We propose a new data-driven approach to form design, execution (filling) and quality assurance. We demonstrate USHER, an end-to-end system that automatically generates data entry forms that enforce and maintain data quality constraints during execution. The system features a probabilistic engine that drives form-user interactions to encourage correct answers.

Published in:

Information and Communication Technologies and Development (ICTD), 2009 International Conference on

Date of Conference:

17-19 April 2009