H. Dolk et al., A STANDARDIZATION APPROACH TO THE CONTROL OF SOCIOECONOMIC CONFOUNDING IN SMALL-AREA STUDIES OF ENVIRONMENT AND HEALTH, Journal of epidemiology and community health, 49, 1995, pp. 9-14
Objective - To assess how effectively a routine adjustment can be made
for socioeconomic confounding in small area studies of environment an
d health using indirect standardisation and small area deprivation ind
ices, including analysis of the appropriate size of population unit on
which to base the deprivation index and the importance of region and
urban/rural status as axes of stratification. Method - Standardised mo
rbidity ratios were calculated for cancers in Great Britain for 1981 a
nd standardised mortality ratios for all cause mortality in Great Brit
ain between 1982 and 1985. Deprivation indices were calculated for enu
meration districts and wards from 1981 small area census statistics. C
ancers and deaths were allocated to enumeration districts via their po
stcode. Standardised morbidity and mortality ratios were calculated by
quintile of enumeration district according to the deprivation index.
Standardised mortality ratios were further analysed by deprivation of
ward, region, and urban/rural status. Results - Strong relationships w
ere found between all cause mortality and the incidence of selected ca
ncers and deprivation quintile - there was up to a twofold difference
in lung cancer incidence between the highest and lowest quintile. The
deprivation index can be used to measure gradients of deprivation acco
rding to the distance from industrial sites. The deprivation index for
enumeration districts showed similar discrimination of mortality as t
he index for wards. There is some interaction between deprivation and
region in their effect on the standardised mortality ratios, leading t
o a small bias in the estimation of expected numbers if this is not ta
ken into account. The relationship between deprivation, urban/rural st
atus, and mortality is complex and confounded by region, but mortality
tends to be higher in urban than in rural areas within quintiles of d
eprivation. Discussion - Whether calculated for enumeration districts
or wards, the main problems in the interpretation of the deprivation i
ndex may be its limited correlation with the risk factors of interest
and its concentration on present rather than past socioeconomic status
. Indirect standardisation based on stratification for deprivation and
other variables involves a trade off between bias and precision in de
termining the fineness and the number of axes of stratification. Some
bias may occur due to interaction between region and deprivation and t
he effects of urban/rural status. Complementary approaches including m
odelling and proportional mortality or morbidity analyses may be neede
d and the possibility of residual socioeconomic confounding must alway
s be considered. Conclusion - There is potential for important socioec
onomic confounding in small area studies of environmental pollution an
d health where the health outcome under examination has a strong relat
ionship to socioeconomic status and where the putative excess risk due
to pollution may be small. One method of controlling for confounding
is to use an ecological measurement of deprivation in small areas, and
to adjust for deprivation by indirect standardisation. However, resid
ual socioeconomic confounding can be expected, which may seriously com
plicate the interpretation of small area studies.