Exploring the links between social connection and physical functioning among older Adults: A network analysis
Chuwen Zhong1, Linh Dang1,2, Aparna Ananthasubramaniam3,4
1Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, United States of America.
Social connection and physical functioning in older adults are linked, with balance impairment acting as a key bridge. Network analysis revealed this multifaceted relationship, highlighting balance as a critical indicator.
Area of Science:
- Gerontology
- Social Epidemiology
- Network Science
Background:
- Social connection is vital for health in older adults.
- Physical functioning declines with age, impacting independence.
- Understanding the interplay between social ties and physical health is crucial for interventions.
Purpose of the Study:
- To visualize and characterize the association between social connection and physical functioning using network analysis.
- To identify key indicators that bridge social connection and physical functioning in older adults.
Main Methods:
- Utilized data from the 2014/2016 Health and Retirement Study (N=7,270, mean age=67.3).
- Employed network analysis with regularized partial correlation to map relationships between objective and subjective measures of social connection and physical functioning.
- Applied assortativity, community detection, and centrality indices (strength, betweenness) to analyze network structure and identify key linking nodes.
Main Results:
- Network structure was primarily driven by the constructs (social connection vs. physical functioning), not the type of measure (objective vs. subjective).
- Five communities were identified, with three integrating both subjective and objective indicators.
- An incomplete balance test emerged as the critical indicator connecting social connection and physical functioning.
Conclusions:
- The relationship between social connection and physical functioning is complex and multifaceted.
- Balance impairment serves as a significant bridge between social connection and physical functioning in the elderly population.
More Related Videos
08:43Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
11:21Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Related Concept Videos
Social Relationships and Well-Being
Relationship Formation
Importance of Need for Affiliation
Aging
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
The Effect of Aging on Tissues
Impact of Social Context on Individuals
