Research in the field of preventive medicine will increasingly focus o
n the role of genetic susceptibility in disease etiology. Epidemiology
plays an important role in identifying which diseases are good candid
ates for such research activity. Computerized population registries of
unstable partner relationships and change in environmental exposure s
ettings may provide new tools for research. We illustrate these tools
using facial cleft defects as an example. The design is based upon com
puterized and stored data from large population samples. Data on chang
e of partner or environment between births are used to learn about the
recurrence risks for diseases that were present in the first child. T
he study focused on a susceptible subgroup of the population who previ
ously had had an affected child. Thus, by definition, these couples ha
d a sufficient set of causes to initiate the disease and an increased
risk of recurrence if relevant genetic or environmental factors remain
ed unchanged. When considering recurrence risks after changes in possi
ble genetic or nongenetic risk factors, etiologically important clues
may emerge. The example confirms that genetic factors play a major rol
e in facial cleft defects.