Award Abstract # 2317430
NSF-SSRC: An Intention-Action Framework for Improving the Impact of Public Health Initiatives

NSF Org: SES
Division of Social and Economic Sciences
Recipient: CARNEGIE MELLON UNIVERSITY
Initial Amendment Date: July 31, 2023
Latest Amendment Date: July 15, 2024
Award Number: 2317430
Award Instrument: Continuing Grant
Program Manager: Claudia Gonzalez-Vallejo
clagonza@nsf.gov
 (703)292-4710
SES
 Division of Social and Economic Sciences
SBE
 Directorate for Social, Behavioral and Economic Sciences
Start Date: August 1, 2023
End Date: July 31, 2026 (Estimated)
Total Intended Award Amount: $597,480.00
Total Awarded Amount to Date: $431,282.00
Funds Obligated to Date: FY 2023 = $200,487.00
FY 2024 = $230,795.00
History of Investigator:
  • Silvia Saccardo (Principal Investigator)
    ssaccard@andrew.cmu.edu
  • Hengchen Dai (Co-Principal Investigator)
Recipient Sponsored Research Office: Carnegie-Mellon University
5000 FORBES AVE
PITTSBURGH
PA  US  15213-3815
(412)268-8746
Sponsor Congressional District: 12
Primary Place of Performance: Carnegie-Mellon University
5000 FORBES AVE
PITTSBURGH
PA  US  15213-3815
Primary Place of Performance
Congressional District:
12
Unique Entity Identifier (UEI): U3NKNFLNQ613
Parent UEI: U3NKNFLNQ613
NSF Program(s): Decision, Risk & Mgmt Sci,
Cross-Directorate Activities
Primary Program Source: 01002324DB NSF RESEARCH & RELATED ACTIVIT
01002425DB NSF RESEARCH & RELATED ACTIVIT

01002526DB NSF RESEARCH & RELATED ACTIVIT

4082PYXXDB NSF TRUST FUND
Program Reference Code(s): 9178, 9179
Program Element Code(s): 132100, 139700
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.075

ABSTRACT

Addressing pressing public health challenges, such as controlling outbreaks of infectious diseases and managing chronic conditions, is critical for societal well-being. However, uptake of crucial healthcare resources, such as vaccines and preventive health screenings, is often suboptimal. As such, finding ways to develop evidence-based interventions to promote positive health behaviors is of the utmost importance. For scientific research to truly guide public health efforts, it is essential to a) understand why interventions capitalizing on knowledge of human behavior work in some settings but fail to reproduce similar effects in others; and b) examine when deploying a given intervention will be most successful at changing actual behavior in the field.

This interdisciplinary proposal combines insights from psychology and behavioral economics, to understand when and among whom behavioral interventions can effectively change individuals? health behaviors in natural settings as well as how to optimally combine different types of interventions. The proposed research will leverage large-scale randomized controlled trials (RCTs), lab experiments, archival data, and machine learning to examine a wide range of consequential health behaviors (COVID-19 and flu vaccinations, cancer screening uptake, chronic condition management). The resulting knowledge helps develop nuanced theories of health decision making and advance the scientific frontier of building demand for vaccines and preventive screenings. Additionally, it provides valuable insights into the sources of heterogeneity that may explain why promising scientific findings fail to replicate in certain settings. Ultimately, this research has the potential to enhance the impact and reach of public health initiatives by offering actionable insights for customizing interventions to specific sub-populations and temporal contexts.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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Saccardo, Silvia and Dai, Hengchen and Han, Maria A. and Vangala, Sitaram and Hoo, Juyea and Fujimoto, Jeffrey "Field testing the transferability of behavioural science knowledge on promoting vaccinations" Nature Human Behaviour , 2024 https://doi.org/10.1038/s41562-023-01813-4 Citation Details

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