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ResearchPaper
2019
Data quality and information loss in standardised interpolated path analysis : quality measures and guidelines
Data quality and information loss in standardised interpolated path analysis : quality measures and guidelines
Abstract (English)
Standardised interpolated path analysis (SIPA) is a method to
investigate negotiation processes making different negotiation histories
comparable. Due to its interpolation approach, researchers employing SIPA must
take data quality and potential information loss into account to maximise the
method’s explanatory power. This paper presents quality measures and applies
them to two negotiation datasets for deriving meaningful boundaries. Using these
quality measures enables researchers to compare SIPA across segmentations,
variables, and datasets also providing outlier analysis.
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Publication series
Hohenheim discussion papers in business, economics and social sciences; 2019,08
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Faculty
Faculty of Business, Economics and Social Sciences
Institute
Institute of Interorganizational Management & Performance
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Language
English
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Classification (DDC)
330 Economics