P. Harris, THE EFFECT OF CLUSTERING ON COSTS AND SAMPLING ERRORS OF RANDOM SAMPLES (REPRINTED FROM JOURNAL-OF-THE-MARKET-RESEARCH-SOCIETY, VOL 19, 1977), Journal of the Market Research Society, 39(1), 1997, pp. 41-51
This paper first reviews briefly the theory associated with clustering
used in the design of random samples. A further section deals with so
me particular intra-class correlation coefficients calculated from var
ious town surveys, where different degrees of clustering were employed
. These calculated coefficients are summarised and an attempt made to
assess their effect when used on national samples. Costs for such nati
onal studies are estimated and some compromise sampling solutions sugg
ested. The effect of changing the number of interviews in each cluster
is investigated.