Linganisha mbinu

	Jaribio la Shamba la Vipofu Mara Mbili	Jaribio la Kigezo cha Shamba
Nyanja	Muundo wa Majaribio	Muundo wa Majaribio
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	1960s onward (field experiment tradition); double-blind controls applied from 1970s in social and policy field trials	1920s–1935 (Fisher's foundational work); widely applied through 20th century
Mwanzilishi	Fisher, R. A. (randomized field trials); double-blind practice traced to 19th-century clinical research, formalized for field settings by Campbell & Stanley (1963)	Ronald A. Fisher (factorial principle); extended to field settings in agricultural and social sciences
Aina	Experimental design	Experimental design
Chanzo asilia	Gerber, A. S., & Green, D. P. (2012). Field Experiments: Design, Analysis, and Interpretation. W. W. Norton. ISBN: 978-0393979954	Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd.
Majina mbadala	double-masked field trial, double-blind naturalistic experiment, blinded field study, DB field experiment	factorial design in the field, field factorial design, multi-factor field trial, factorial field trial
Zinazohusiana	5	5
Muhtasari	A double-blind field experiment combines the high external validity of a real-world field setting with double-blind masking, in which neither the participants nor the personnel delivering the treatment know who has been assigned to the treatment or control condition. This design controls simultaneously for participant expectation effects and for experimenter/enumerator demand effects, making it one of the most rigorous tools available for causal inference outside the laboratory.	A factorial field experiment applies factorial experimental design — simultaneously manipulating two or more independent factors across all combinations of their levels — in a real-world field setting rather than a controlled laboratory. It allows researchers to estimate both main effects and interaction effects of multiple factors on an outcome under ecologically valid conditions, making findings directly relevant to practice.