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Updated: Jan 9, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Defining healthy longevity and dementia prevention campaigns have been tied to the ability to work
Bilal Irfan1,2,3,4,5, Roberto Sirvent1,6, Hana Abbasian1,7
1Center for Bioethics, Harvard Medical School, Boston, MA, USA.
Abstract:
Contemporary dementia-prevention campaigns inherit a century-old coupling of health with economic productivity. By framing "healthy longevity" as the capacity to sustain waged labor, they cast risk reduction as a personal duty to insure future workforce participation and overlook the structural inequities-precarious work, environmental hazards, racialized stressors-that shape brain health. We trace this genealogy, critique the individualized cognitive-reserve paradigm, and argue for prevention strategies co-created with cultural interlocutors and paired with material reforms such as fair wages, housing, and caregiver support. Decoupling health from productivity is essential for an ethically coherent dementia-prevention agenda.
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