Data quality and information loss in standardised interpolated path analysis : quality measures and guidelines

publ-mit-podpubl-mit-podSchoop, MareikeWitt, JosephaSchmid, AndreasMelzer, PhilippKaya, MuhammedLenz, Annika2024-04-082024-04-082019-07-242019https://hohpublica.uni-hohenheim.de/handle/123456789/6411Standardised 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.engElectronic negotiationNegotiation processPhase analysis330PfadanalyseData quality and information loss in standardised interpolated path analysis : quality measures and guidelinesWorkingPaper166994641Xurn:nbn:de:bsz:100-opus-16471