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American Heart Association

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Final ID: WMP23

Recognition of Modifiable Risk Factors for Dementia and Stroke Risk with Corresponding Health-related Behaviors in a U.S. Cohort: A Cluster and Network Analysis.

Abstract Body: Background: Dementia and stroke are major contributors to mortality and morbidity, largely due to modifiable risk factors. Despite widespread awareness, health-related behaviors that reduce these risks remain suboptimal. This study aims to (i) cluster and characterize subgroups based on their recognition of modifiable risk factors and associated health-related behaviors for dementia and stroke, and (ii) identify the corresponding facilitators and barriers.

Methods: We conducted an online survey of the U.S. population via Prolific. Participants were assessed on their recognitions of the importance of eight modifiable risk factors for maintaining brain health (alcohol, diet, physical activity, smoking, sleep, stress, social relationships, and purpose in life) and the corresponding health behaviors based on international guidelines. Hierarchical cluster analysis was performed to identify clusters, which were then compared based on demographics. A correlation network analysis was conducted to explore relationships between recognitions, health behaviors, facilitators, barriers, and demographics.

Results: Among 1,478 participants (mean age: 45.5y ; 51.8% female), the proportion who perceived a risk factor as important for brain health was higher than the proportion who engaged in the corresponding healthy behaviors across all eight risk factors (Fig 1). Three clusters emerged: (I) high recognition/low health-related behavior, (II) high recognition/high health-related behavior, and (III) lower recognition/low health-related behavior (Fig 2). Individuals in the high recognition/high health-related behavior cluster were significantly older, more educated, and reported fewer barriers, such as financial and time constraints, and more facilitators, including personal motivation and experiences with dementia and stroke. The network analysis revealed that financial barriers had the highest centrality and were strongly correlated with health-related behaviors (Fig 3).

Conclusion: While most participants recognized the importance of modifiable risk factors for brain health, fewer engaged in the corresponding health-related behaviors. The three clusters exhibited varying levels of recognition and healthy behaviors, along with significant differences in demographics, barriers, and facilitators. These findings suggest that targeted interventions should focus on enhancing recognitions in some groups and supporting the translation of recognitions into healthy behaviors in others.
  • Senff, Jasper  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Brouwers, Bart  ( Elizabeth Tweesteden Ziekenhuis , Tilburg , Netherlands )
  • Chemali, Zeina  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Fricchione, Gregory  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Tanzi, Rudolph  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Pouwels, Koen  ( Nuffield Department of Population Health , Oxford , United Kingdom )
  • Rosand, Jonathan  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Yechoor, Nirupama  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Anderson, Christopher  ( Brigham and Women's Hospital , Boston , Massachusetts , United States )
  • Singh, Sanjula  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Tack, Reinier  ( Mass General Hospital , Boston , Massachusetts , United States )
  • Yq Tan, Benjamin  ( National University Health System , Singapore , Singapore )
  • Prapiadou, Savvina  ( Brigham and Women's Hospital , Boston , Massachusetts , United States )
  • Kimball, Tamara  ( Mass General Brigham , Cambridge , Massachusetts , United States )
  • Ng, Sharon  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Duskin, Jonathan  ( Nuffield Department of Population Health , Oxford , United Kingdom )
  • Shah Ostrowski, Mark Jun  ( Nuffield Department of Population Health , Oxford , United Kingdom )
  • Nunley, Courtney  ( Massachusetts General Hospital , Boston , Massachusetts , United States )
  • Author Disclosures:
    Jasper Senff: DO NOT have relevant financial relationships | Bart Brouwers: DO NOT have relevant financial relationships | Zeina Chemali: DO NOT have relevant financial relationships | Gregory Fricchione: No Answer | Rudolph Tanzi: No Answer | Koen Pouwels: DO NOT have relevant financial relationships | Jonathan Rosand: No Answer | Nirupama Yechoor: DO NOT have relevant financial relationships | Christopher Anderson: DO have relevant financial relationships ; Research Funding (PI or named investigator):Bayer AG:Past (completed) ; Other (please indicate in the box next to the company name):Editorial Board, Neurology:Active (exists now) ; Consultant:ApoPharma:Past (completed) ; Research Funding (PI or named investigator):AHA:Active (exists now) | Sanjula Singh: DO NOT have relevant financial relationships | Reinier Tack: DO NOT have relevant financial relationships | Benjamin Yq Tan: DO NOT have relevant financial relationships | Savvina Prapiadou: DO NOT have relevant financial relationships | Tamara Kimball: DO NOT have relevant financial relationships | Sharon Ng: DO NOT have relevant financial relationships | Jonathan Duskin: No Answer | Mark Jun Shah Ostrowski: No Answer | Courtney Nunley: DO NOT have relevant financial relationships
Meeting Info:
Session Info:

Brain Health Moderated Poster Tour

Wednesday, 02/05/2025 , 06:00PM - 07:00PM

Moderated Poster Abstract Session

More abstracts from these authors:
Associations between Food Insecurity and All-Cause Mortality in Stroke Survivors and the General NHANES Study Population

Senff Jasper, Fricchione Gregory, Tanzi Rudolph, Towfighi Amytis, Rosand Jonathan, Yechoor Nirupama, Anderson Christopher, Singh Sanjula, Tack Reinier, Yq Tan Benjamin, Prapiadou Savvina, Kimball Tamara, Ng Sharon, Duskin Jonathan, Brouwers Bart, Chemali Zeina

Associations Between Trust in Health Information Sources and Perceptions on the Modifiability of Stroke and Dementia Risks Using a U.S. Based Cohort

Ng Sharon, Ibrahim Sarah, Towfighi Amytis, Van Duijn Cornelia, Fricchione Gregory, Tanzi Rudolph, Yechoor Nirupama, Anderson Christopher, Rosand Jonathan, Singh Sanjula, Senff Jasper, Maulik Meara, Tack Reinier, Tan Benjamin Yong Qiang, Pouwels Koen, Nunley Courtney, Shah Ostrowski Mark Jun, Pikula Aleksandra

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