Translating Observational and Labbased Trials to Community-based Interventions: Why and How
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1 Translating Observational and Labbased Trials to Community-based Interventions: Why and How Michelle C. Carlson, PhD Johns Hopkins Bloomberg School of Public Health Department of Mental Health, Center on Aging and Health Workshop on Understanding Pathways to Successful Aging: Behavioral and Social Factors Related to Alzheimer s Disease National Academy of Sciences, Engineering and Medicine June 12-13,
2 Overview Why do community interventions? Any movement is good (Revenge of the Sit I & II) Building Metrics Around Movement- incorporating wearable devices to develop indices that inform evaluation, mechanism and intervention design Why do people move? Social, purposeful and other motivations to tap into Why don t people move? Barriers related to the individual s health and to the environment Environment as key intervention design factor- includes safety, available infrastructure, community partners Challenges & Opportunities- engaging & building trust with stake holders, sustaining & growing a community-based intervention post study
3 Why Do Interventions in the Translating Beneficial Behaviors into Everyday Life styles=> Behavior change Physical activity/exercise Cognitive activity Retain/regain social purpose Reaching at risk populations in their communities Scaling up from clinic/lab to generalize to real-world environments Community?
4 Lifestyle Physical Activity and Brain Health 1000 more steps/ day is associated with a larger hippocampus, a brain region important to memory and dementia risk Even small increases in daily walking activity may matter avg_steps Fitted values Lhippocampus Varma, Chuang, Harris, Tan, & Carlson, 2014, Hippocampus PA associated with subiculum in women Varma, Tang, & Carlson, 2015 Hippocampus
5 Physical Activity (PA) Guidelines for Older Adults: Determined by Environment Current Guidelines: 30 minutes/day of moderate-intensity PA ; 20 minutes/day of vigorous-intensity PA three days/week Difficulties in reaching PA targets for older adults; particularly those of low socioeconomic status (SES) Benefits of low-intensity physical activity in enriched, daily environments? Sources: HHS: Health People 2020; Tudor-Locke & Basset, 2004; PAG Report, 2008; Marshall, et al. 2007; Parra- Medina, 2010
6 Linking Physical Activity to Social Engagement with a Purpose: Volunteering -Desire to remain generative & productive -Harnessing one s lifetime of accumulated wisdom Volunteers 60 and older Serve in public elementary schools: K-3 Multiple roles to exercise executive function, memory Reading literacy Library support Math support Behavioral support >15 hours per wk Travel to & from schools; walking within schools Sustained dose: full school year Freedman & Fried, 1997; Fried et al., 2004; Fried et al., 2013; Glass et al., 2004
7 Baltimore Experience Corps Trial Evaluation funded by NIA BSR: Randomized: yrs. and older to EC or low-activity control Matched 25 public elementary schools with EC to control Exposure: 2 years of high-intensity service Outcomes: Physical: Disability, mobility, walking speed Cognitive: Memory, executive function Psychosocial well-being Nested Brain Health Substudy(N=120)
8 Intervention Recruitment Message & Mechanisms: Causal Pathway Primary Pathways Mechanisms Performance-based outcomes Falls Physical Activity Strength, balance Walking Speed Frailty MESSAGE: Generative Service Cognitive Activity Brain plasticity; Executive function Memory IADLs Social Activity, Engmnt. Social Integration & Support Generativity Psycho-Social Well-being
9 Did We Increase Daily Physical Activity Following Program Participation? Step Activity (N=115): Women in Experience Corps maintained average steps/day over 24 months post-intervention while Controls declined. Men had significantly higher baseline levels of daily physical activity than women and maintained these levels. Women EC= red; Control= blue Average steps/day Control 5000 Baseline 12-months 24-months Intervention Varma, Tan, Gross, Harris, Romani, Fried, Rebok, Carlson, 2015 AJPM
10 Does Experience Corps Lead to Changes in Brain Health? Men in the Experience Corps arm showed a % increase in total cortical and hippocampal brain volumes v. declines in controls. Women in Experience Corps also tended to exhibited modest gains of % by 24 months of exposure Men: Hippocampal Volume (mm 3 ) 2-year improvement in memory related to 2-year increase in whole brain volume in EC (blue Volume (mm 3 ) Baseline 12 month 24 month Intervention Control year change in Whole-Brain volume In C Carlson, Kuo, Chuang, Varma, et al., 2015 Alz & Dementia
11 Experience Corps also impacts the amygdala, a region important to socially salient information and a biomarker for AD risk (Miller et al., 2013) (see nice meta-review by Bruhl et al., 2014) Using shape diffeomorphometry, we see specific patterns of change Control Intervention Only the left amygdala shows significant group differences post-intervention, after correction for multiplecomparisons (p=0.0052) Group Diff Carlson, Varma, Miller, & Tang, under review 11
12 From School to Community: Building Metrics to Identify Opportunities for Purposeful Activity in Daily Life Measure real-time contexts in daily life when it occurs by expanding use of real-time mobile assessment in the community Are there hot spots? Are there diurnal patterns when individuals are most able to exercise? Is meaningful vs. any social engagement a magic ingredient? Create opportunities, particularly in lowresourced neighborhoods
13 Using GPS+ accelerometers to determine where the greatest amounts of outdoor activity occur in daily life Carlson, Varma, Adam, Crainiceanu, & Zipunnikov, under review
14 Environmental Barriers to Physical and Social Activity Distribution of BECT participants across Baltimore City (n=535)
15 HotSpot analysis of participants with poor global cognition (MMSE scores <26) (left panel) and with poor memory (right panel) Double Jeopardy- At risk individual in at-risk environment Community interventions can target both Adam, Varma, Harris, & Carlson, under review
16 Place Matters Location where intervention takes place Is accessible, in members neighborhoods capitalizes on existing school & other community infrastructures Schools & senior centers offer safe access in & around (e.g., side walks) (Tan et al., 2010 Am J. Public Health) Examples of Community-based Interventions: Community Choirs (Johnson, UCSF; NIA ) conducted in partnership with San Francisco Community Music Center & SF Dept. of Aging & Adult Services SYNAPSE Project (Park et al., 2014) Senior Odyssey of the Mind (Stine-Morrow et al., 2008) Theatre acting (Noice & Noice, 2004, 2014)
17 Identifying & Engaging Stake Holders in Research-Community Partnerships Identify all stake holders needs: Older adults: cognition, physical function, disease management Children & young adults: literacy, obesity, bullying, substance abuse Identify community partners local gov t & non-profit agencies, senior centers, etc. Listen & share in intervention design = collaboration Build trust! Challenges & opportunities Sustainability beyond research enterprise Cost effectiveness
18 It Takes a Village: Research Team and Collaborators Jeremy Barron - JHU Michelle Carlson - JHU Yi-Fang Chuang - Natl Yang Ming U Kay Dickersin - JHU Kirk Erickson - U Pittsburgh Constantine Frangakis - JHU Linda Fried - Columbia U Kevin Frick JHU Alden Gross - JHU Tara Gruenewald USC Jin Huang - JHU Arthur Kramer - Northeastern U Sylvia McGill - EC Baltimore Jeanine Parisi - JHU Christine Ramsey VA CT George Rebok - JHU William Romani AARP David Roth - JHU Roberta Scherer - JHU Teresa Seeman - UCLA Erwin Tan AARP Elizabeth Tanner JHU Vijay Varma NIA, LBN Keith Whitfield Wayne State U Paul Willging - JHU Qian-Li Xue - JHU
19 Funding Acknowledgments Experience Corps Trial Alzheimer s Drug Discovery Foundation NIA BSR Grant # P01AG supplement Greater Homewood Community Corporation Johns Hopkins OAIC Pepper Center Grant #P30AG Johns Hopkins Neurobehavioral Research Unit S.D. Bechtel Award Geo-Coded Activity Johns Hopkins ADRC Pilot Grant Johns Hopkins OAIC Pepper Center Grant #P30AG021334
20 Trial Methods: Analysis of Older Adults CACE Complier Non-Complier ITT Intervention N1 N2 Control N3 N4 Intention-to-treat (ITT): Intervention vs. Control ignoring compliance (i.e., N1+N2 vs. N3+N4) Complier average causal effect (CACE): Intervention vs. Control among compliers (i.e., N1 vs. N3)
21 Some Terms Active Control: Control condition is the principal method of removing the influence of unwanted variables to determine the effectiveness of the Intervention condition in a randomized, controlled trial (RCT) Community-based Intervention: interventions embedded within community settings and infrastructures Equipoise: Ethical considerations, including assurances of receiving the best available standard therapy (clinical) and non-maleficence Generalizability: as applied to outcomes, the impact of an intervention on outcomes beyond those abilities and systems trained or exercised. May also be described as near and far transfer. Prevention: interventions designed to delay and reduce the risk of onset of clinical disease(s) Randomized Controlled Trial: provides critical evidence for the efficacy or effectiveness of behavioral interventions Risk/Protection Factor: behavioral, health, demographic, and/or environmental factors that may increase/reduce one s risk for an adverse health outcome Sustainability: program maintenance independent of research funding, often done in collaboration with community stakeholders
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