The efficiency of research depends on design and analysis of experimen
ts. Different aspects of this dependence are presented. The use of res
ults of decision theory is demonstrated. Problems of using results of
decision theory are discussed, Experiments with scientific goals and e
xperiments with great economic effects should be designed different. T
he use of existing information on data banks (data collections) for mo
del choice and design of experiments is illustrated.