Linganisha mbinu

	Uundaji wa Kipimo cha Muda Mrefu	Uchanganuzi wa Kielelezo cha Uhakiki wa Muda Mrefu
Nyanja	Saikometriki	Saikometriki
Familia	Latent structure	Latent structure
Mwaka wa asili	1990s–2000s	1970s–1990s
Mwanzilishi	Meredith, Millsap, and colleagues	Karl Jöreskog (CFA framework); longitudinal extension by Wheaton, Muthén, and Alwin in the 1970s–1990s
Aina	Scale construction framework	Longitudinal latent variable / measurement model
Chanzo asilia	Millsap, R. E. (2011). Statistical Approaches to Measurement Invariance. Routledge. ISBN: 978-0805864311	Widaman, K. F. & Reise, S. P. (1997). Exploring the measurement invariance of psychological instruments: Applications in the substance use domain. In K. J. Bryant, M. Windle & S. G. West (Eds.), The science of prevention: Methodological advances from alcohol and substance abuse research (pp. 281–324). American Psychological Association.
Majina mbadala	LSD, longitudinal measurement development, repeated-measures scale construction, scale development with panel data	longitudinal CFA, repeated-measures CFA, longitudinal measurement model, panel CFA
Zinazohusiana	6	6
Muhtasari	Longitudinal scale development is the systematic process of constructing and validating a measurement instrument using data collected at multiple time points. It extends classical scale development by additionally testing whether the scale measures the same construct in the same metric across occasions, enabling valid tracking of change over time.	Longitudinal confirmatory factor analysis (longitudinal CFA) applies a theoretically specified measurement model to data collected at two or more time points. Its primary purpose is to verify that a scale measures the same latent construct in the same way over time — a prerequisite for drawing valid conclusions about change from repeated-measures data.