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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Information avoidance is associated with lower willingness to be screened for dementia
Heather Orom1, Natasha C Allard1
1Department of Community Health and Health Behavior, University at Buffalo, Buffalo, NY, USA.
Fear of Alzheimer's disease can lead to avoiding dementia information and reduce screening willingness. Lower self-efficacy is linked to greater information avoidance, suggesting interventions to boost confidence may help.
Area of Science:
- Gerontology and Public Health
- Cognitive Impairment and Dementia Studies
Background:
- Fear of developing Alzheimer's disease (AD) and other dementias can trigger defensive avoidance of related information.
- This avoidance may extend to public health messages and reduce willingness for crucial dementia screening or diagnostic testing.
Purpose of the Study:
- To determine the prevalence of dementia information avoidance.
- To assess the association between dementia information avoidance and willingness for dementia screening.
- To investigate if lower generalized self-efficacy correlates with increased dementia information avoidance.
Main Methods:
- A survey was administered to 285 participants recruited online.
- Measures included dementia information avoidance tendencies, generalized self-efficacy, screening willingness, perceived risk, worry, preventability, and knowledge.
- Statistical analyses examined associations between variables.
Main Results:
- Nearly half of respondents perceived a likelihood of developing dementia; a quarter expressed worry.
- While overall screening willingness was high (91.9%), a subgroup (9.5%) avoiding dementia information showed reduced screening willingness.
- Lower generalized self-efficacy was significantly associated with higher dementia information avoidance.
Conclusions:
- Dementia information avoidance is linked to reduced screening willingness, particularly among those with lower self-efficacy.
- Public health communication strategies should consider enhancing self-efficacy to mitigate defensive avoidance of dementia information.
- Interventions focused on building agency beliefs may improve engagement with dementia prevention and screening efforts.
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