Linganisha mbinu

	Utafiti wa Panel	Utafiti wa Utafiti
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	Late 19th century; methodologically systematised 1940s–1960s
Mwanzilishi	Social science and econometric traditions; systematized by Cheng Hsiao and others from the 1970s-1980s	Francis Galton, Charles Booth, and early social statisticians; systematised by Paul Lazarsfeld and colleagues at Columbia in the 1940s
Aina	Quantitative longitudinal observational design	Quantitative (and mixed) non-experimental design
Chanzo asilia	Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717	Fowler, F. J. (2014). Survey Research Methods (5th ed.). Sage Publications. ISBN: 978-1452259000
Majina mbadala	panel study, panel survey, longitudinal panel, repeated-measures panel	survey methodology, questionnaire research, survey design, survey study
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.	Survey research is a quantitative (and sometimes mixed-methods) design in which a researcher collects standardised self-report data from a sample drawn from a defined population, using a questionnaire or structured interview. It is the dominant non-experimental strategy for describing population characteristics, estimating prevalence, mapping attitude distributions, and testing bivariate or multivariate associations across social, behavioural, and health sciences.