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To identify factors associated with mental health of older adults during the pandemic and to provide strategies to mitigate their psychosocial impact in the elderly. An integrative text mining analysis in Medline was performed to identify studies on the mental health of older adults during the pandemic. Subsequently, statistical topic modeling was performed to identify the most prevalent terms and topics discussed in included studies. A total of 29 studies were retrieved until July 1st 2020, including a majority of letters (12 studies)