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Reka Bentuk Kausal-Perbandingan Multivariat×Reka Bentuk Kausal-Perbandingan×
BidangReka Bentuk PenyelidikanReka Bentuk Penyelidikan
KeluargaProcess / pipelineProcess / pipeline
Tahun asalMid-20th century onward; multivariate extension systematized 1970s–1990s1964
PengasasExtension of causal-comparative tradition (cf. Chapin, 1947; Gay, Mills & Airasian)Fred N. Kerlinger
JenisQuantitative non-experimental comparative designNon-experimental quantitative research design
Sumber perintisFraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2019). How to Design and Evaluate Research in Education (10th ed.). McGraw-Hill. ISBN: 978-1260085594Kerlinger, F. N. (1964). Foundations of Behavioral Research. Holt, Rinehart and Winston. link ↗
Aliasmultivariate causal-comparative design, MANOVA causal-comparative study, multi-outcome ex post facto research, multivariate ex post facto designex post facto research, causal-comparative design, retrospective causal study, CCR
Berkaitan63
RingkasanMultivariate causal-comparative research is a quantitative, non-experimental design that investigates whether pre-existing group differences (defined by a naturally occurring categorical variable) are associated with differences across multiple outcome variables considered simultaneously. By extending the classic causal-comparative framework to several dependent variables at once, it reduces Type I error inflation and captures the correlated structure of outcomes that univariate comparisons would miss.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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ScholarGateBandingkan kaedah: Multivariate Causal-Comparative Research · Causal-Comparative Research. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare