Linganisha mbinu

	Utafiti wa Upimaji wa Kielelezo	Utafiti Mfuatano
Nyanja	Muundo wa Utafiti	Muundo wa Utafiti
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	1970s (Joreskog 1969–1973); widely adopted in social sciences by the 1980s–1990s	Late 19th–early 20th century; methodologically codified through the 20th century
Mwanzilishi	Karl G. Joreskog (SEM/LISREL framework); formalized through structural equation modeling tradition	No single originator; foundational methodological treatments by Stuart Menard and Judith Singer & John Willett
Aina	Confirmatory quantitative research design	Quantitative (or mixed) observational research design
Chanzo asilia	Kline, R. B. (2015). Principles and Practice of Structural Equation Modeling (4th ed.). Guilford Press. ISBN: 978-1462523344	Menard, S. (2002). Longitudinal Research (2nd ed.). Sage Publications. ISBN: 978-0761922841
Majina mbadala	model-based research, structural model testing, theory-testing research, MTR	longitudinal study, longitudinal design, prospective longitudinal study, repeated-measures observational study
Zinazohusiana	5	4
Muhtasari	Model testing research is a confirmatory quantitative design in which the researcher specifies a theoretical model — depicting hypothesized relationships among constructs — and then tests how well that model fits empirical data. Drawing primarily on structural equation modeling (SEM) and confirmatory factor analysis (CFA), it evaluates whether the data-implied covariance structure is consistent with the theoretically derived one, yielding fit indices that indicate model-data correspondence.	Longitudinal research is an observational design in which the same participants, groups, or units are measured repeatedly over an extended period. Rather than capturing a single snapshot, it tracks change, stability, and temporal sequencing of variables — making it the primary non-experimental strategy for studying development, growth, decline, and the unfolding of causal processes across time.