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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Cancer-related cognitive impairment: a mixed methods evaluation of a standard factsheet
Chloe Yi Shing Lim1,2, Sharon He1,3, Joanne Shaw1,3
1School of Psychology, Faculty of Science, The University of Sydney, Sydney, NSW, 2006, Australia.
Purpose:
To understand the impact of cancer survivors accessing a standard factsheet regarding cancer-related cognitive impairment (CRCI), publicly available to the Australian public via Cancer Council Australia's websites.
Methods:
Twenty-three cancer survivors completed a questionnaire assessing pre-factsheet knowledge of CRCI. Semi-structured interviews were conducted to explore participants' experiences of CRCI and perceptions of the factsheet. Interviews were analysed via thematic analysis using a framework approach. Finally, participants completed another questionnaire assessing post-factsheet change in knowledge of CRCI.
Results:
Pre- and post-factsheet questionnaire change scores indicated increased knowledge and greater confidence about CRCI. Interview data resulted in five themes: generally positive perceptions of the factsheet's layout and wording; survivors, regardless of treatments received, experienced CRCI symptoms, with some having strong negative emotional responses to their symptoms; perceptions of the factsheet's strategies to manage CRCI ranged from relevant and useful, to impractical or unrealistic if symptoms were too severe; interactions with healthcare system influenced survivors' perceptions of help-seeking, with negative healthcare experiences a major barrier; and generally positive impacts of the factsheet, with survivors praising the factsheet's ability to validate the CRCI experience, increase CRCI knowledge, influence health beliefs, and prompt help-seeking.
Conclusion:
The factsheet presentation and wording were acceptable to participants. Its ability to normalise and raise awareness for CRCI validated participants' symptoms. The factsheet's potential as a first-line intervention in a stepped-care approach was identified, with participants finding the suggested self-management strategies practical. The factsheet may overcome barriers to self-reporting by encouraging patients to talk with HCPs about CRCI.
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