The risk was highest at the beginning of drug use and remained increased in long-term use, researchers found.
Use of two or more antipsychotic drugs simultaneously was associated with almost two times higher risk of mortality than monotherapy, they said.
Researchers at the University of Eastern Finland compared the risk of mortality between the most commonly used antipsychotic drugs.
Haloperidol was associated with highest risk of mortality, and the use of higher doses of haloperidol and risperidone were associated with an increased risk of mortality compared with low-dose risperidone use.
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Out of 57,755 people, 27 per cent started antipsychotic drug use during the follow-up.
The register-based study was restricted to persons who did not use antipsychotics during the year preceding the start of follow-up, did not have history of a psychiatric disorder, and did not have active cancer at the start of follow-up.
The study confirmed current recommendations that antipsychotic drugs should be used only for the most difficult behavioural symptoms of dementia, such as agitation and aggression, and the duration of use should be limited.
The study was published in the Journal of Alzheimer's Disease.