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ERIC Number: EJ1359170
Record Type: Journal
Publication Date: 2022
Pages: 24
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1364-5579
EISSN: EISSN-1464-5300
Available Date: N/A
RAT-RS: A Reporting Standard for Improving the Documentation of Data Use in Agent-Based Modelling
International Journal of Social Research Methodology, v25 n4 p517-540 2022
This article describes and justifies a reporting standard to improve data use documentation in Agent-Based Modelling. Following the development of reporting standards for models themselves, empirical modelling has now developed to the point where these standards need to take equally effective account of data use (which previously has tended to be an afterthought to model description). It is particularly important that a standard should allow the reporting of the "different" uses to which data may be put (specification, calibration and validation), but also that it should be compatible with the integration of different "kinds" of data (for example, survey, ethnographic and experimental) sometimes known as mixed methods research. The article motivates the need for standards generally, and positions the distinctive contribution of the RAT-RS reporting standard. It describes how the standard was developed to ensure its usability, presents and explains it, and describes possibilities for future development.
Routledge. Available from: Taylor & Francis, Ltd. 530 Walnut Street Suite 850, Philadelphia, PA 19106. Tel: 800-354-1420; Tel: 215-625-8900; Fax: 215-207-0050; Web site: http://www.tandf.co.uk/journals
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: N/A