But there is little strong scientific evidence that taking multivitamins in tablet form prevents ill health.
The latest study, one of the largest to date, was by scientists from Harvard Medical School in the US and the Karolinska Institute in Stockholm, Sweden.
Researchers tracked 21,442 men and women in their 60s over five years, putting half on a multivitamin and the rest on a dummy pill.
They found little difference between the two groups in the risk of developing cancer or heart disease.
Almost the same number developed breast, bowel or prostate cancer – 518 in the multivitamin group and 535 in the placebo group.
The same pattern was seen in the number who suffered heart attacks, which was 96 in multivitamin takers and 93 placebo takers, and also in stroke cases – at 121 and 116 respectively.
Mortality rates barely differed either, with deaths from all cancers totalling 116 in the multivitamin group and 109 in those who were given placebos.
However, a daily multivitamin did appear to lower the chances of lung cancer by almost 40 per cent, compared with taking a placebo.
In a report on the findings, published in the American Journal of Clinical Nutrition, scientists said individual vitamins and minerals consumed as part of a healthy diet may well protect against cancer and cardiovascular disease.
But taking them as an all-in-one pill did not seem to be the answer.
‘A multivitamin cannot replicate the natural interactions of vitamins, minerals and bioactive components in foods,’ they wrote.
‘These findings do not support the regular use of multivitamins for cancer or heart disease prevention among healthy men and women.’
The Health Food Manufacturers’ Association said it was unable to comment on the latest findings.