Pd. Sasieni et J. Adams, Analysis of cervical cancer mortality and incidence data from England and Wales: evidence of a beneficial effect of screening, J ROY STA A, 163, 2000, pp. 191-209
Citations number
22
Categorie Soggetti
Economics
Journal title
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
Incidence and mortality rates for invasive cervical cancer in England and W
ales have changed considerably since records began in the 1950s. It is well
known that cervical cancer rates show substantial birth cohort effects and
these make the interpretation of secular trends difficult. Here incidence
data (from 1971) and mortality data (from 1950) are analysed by using gener
alized additive models. The goodness of fit is evaluated by using residual
plots and scaled changes in deviance. The incidence of squamous cell and ad
enocarcinoma of the cervix were analysed separately after making an adjustm
ent for those with unknown histology. Although the age and cohort model pro
vides an adequate description of the data up to the mid-1980s, additional t
erms are required to model the more recent data. Reasonable fits are obtain
ed by adding functions of calendar year since 1978 in each of three age ban
ds. Estimates of the cohort effects obtained from the incidence of squamous
cancer and mortality data are remarkably similar and fit with hypothesized
effects of changing sexual norms on cervical cancer rates. Secular trends
suggest that cervical screening had little effect on cervical cancer rates
before the mid-1980s and that since then the effect on mortality and incide
nce of squamous cell carcinoma of the cervix has been substantial whereas t
he effect on the incidence of adenocarcinoma of the cervix has been modest.
Secular trends are greatest in younger women. They are minimal in women ag
ed 70 years and over. If the secular trends are attributed to cervical scre
ening, the models estimate that, as a result of screening, approximately 60
00 fewer deaths occurred between 1991 and 1997 and that approximately 4000
fewer squamous cancers were diagnosed between 1989 and 1992.