Linganisha mbinu

	Utafiti wa Mwenendo	Utafiti wa Panel
Nyanja	Muundo wa Utafiti	Muundo wa Utafiti
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	Mid-20th century (formalised in social science methodology ~1950s–1960s)	1970s-1980s (econometric formalization); earlier social survey use from 1940s
Mwanzilishi	Earl Babbie and survey research tradition	Social science and econometric traditions; systematized by Cheng Hsiao and others from the 1970s-1980s
Aina	Quantitative longitudinal research design	Quantitative longitudinal observational design
Chanzo asilia	Creswell, J. W. (2014). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (4th ed.). Sage. ISBN: 978-1452226101	Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717
Majina mbadala	trend study, trend survey, longitudinal trend study, time-series survey	panel study, panel survey, longitudinal panel, repeated-measures panel
Zinazohusiana	4	3
Muhtasari	Trend research is a longitudinal quantitative design that tracks changes in a characteristic of a general population over time by surveying different, independently drawn samples at two or more time points. Unlike panel studies, the same individuals are not followed; rather, each wave draws a fresh sample from the same population, allowing researchers to detect population-level shifts in attitudes, behaviours, or conditions while avoiding the attrition and panel conditioning problems of repeated-measures designs.	Panel research is a quantitative longitudinal design in which the same individuals, organizations, or other units are measured repeatedly across two or more time points. Unlike cross-sectional surveys that capture a single snapshot, a panel tracks change within units, enabling researchers to separate genuine within-unit change from between-unit differences and to model causal dynamics over time.