Linganisha mbinu

	Utafiti wa Panel	Utafiti wa Mwenendo
Nyanja	Muundo wa Utafiti	Muundo wa Utafiti
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	1970s-1980s (econometric formalization); earlier social survey use from 1940s	Mid-20th century (formalised in social science methodology ~1950s–1960s)
Mwanzilishi	Social science and econometric traditions; systematized by Cheng Hsiao and others from the 1970s-1980s	Earl Babbie and survey research tradition
Aina	Quantitative longitudinal observational design	Quantitative longitudinal research design
Chanzo asilia	Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717	Creswell, J. W. (2014). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (4th ed.). Sage. ISBN: 978-1452226101
Majina mbadala	panel study, panel survey, longitudinal panel, repeated-measures panel	trend study, trend survey, longitudinal trend study, time-series survey
Zinazohusiana	3	4
Muhtasari	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.	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.