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Robust forklarende forskning×Kausal-komparativ forskning – Retrospektiv gruppesammenligningsdesign×
FagfeltForskningsdesignForskningsdesign
FamilieProcess / pipelineProcess / pipeline
Opprinnelsesår1960s–1980s (robust statistics foundations); applied to explanatory research from 1990s onward1964
OpphavspersonPeter J. Huber (robust statistics); applied to explanatory designs via Rand Wilcox and othersFred N. Kerlinger
TypeQuantitative research designNon-experimental quantitative research design
Opprinnelig kildeHuber, P. J. (1981). Robust Statistics. Wiley. ISBN: 978-0471418054Kerlinger, F. N. (1964). Foundations of Behavioral Research. Holt, Rinehart and Winston. link ↗
Aliasrobust causal research, outlier-resistant explanatory design, robust regression-based explanatory studyex post facto research, causal-comparative design, retrospective causal study, CCR
Relaterte43
SammendragRobust explanatory research combines the explanatory goal of identifying why and how variables causally influence one another with robust statistical methods that remain valid when data violate classical assumptions — particularly normality, homoscedasticity, and the absence of influential outliers. Rather than discarding outliers or forcing data to conform to ordinary least squares assumptions, this design applies estimators and inferential procedures that down-weight or resist the distorting influence of extreme observations while preserving the explanatory aim of the study.Causal-comparative research is a non-experimental quantitative design in which the researcher compares two or more groups that already differ on an independent variable — one that was not manipulated — to investigate possible causes or consequences of that difference. Because group membership is pre-existing rather than randomly assigned, the design can suggest causal relationships but cannot establish them with the certainty of a true experiment. It is widely used in education, psychology, and social sciences when experimental manipulation is impractical or unethical.
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ScholarGateSammenlign metoder: Robust Explanatory Research · Causal-Comparative Research. Hentet 2026-06-18 fra https://scholargate.app/no/compare