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Updated: Mar 24, 2026

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The Collective Trust Game: An Online Group Adaptation of the Trust Game Based on the HoneyComb Paradigm
Published on: October 20, 2022
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The Wealth of Wealthholders
John Ameriks1, Andrew Caplin2, Minjoon Lee3
1The Vanguard Group, Inc.
Summary
Measuring wealth in surveys is challenging. This study introduces a new account-by-account method for eliciting asset holdings, improving wealth measurement accuracy and economic behavior analysis.
Area of Science:
- Economics
- Survey Methodology
- Financial Research
Background:
- Accurate measurement of wealth is essential for economic modeling and well-being assessments.
- Traditional survey methods face significant challenges in precisely quantifying asset holdings.
- Existing datasets often lack the density and accuracy needed for detailed wealth analysis.
Purpose of the Study:
- To introduce and validate a novel, comprehensive account-by-account approach for eliciting asset information.
- To improve the precision and reduce bias in wealth measurement within survey research.
- To enable sharper inferences on wealth management and the relationship between wealth and economic behavior.
Main Methods:
- Implementation of a new account-by-account elicitation method within the Vanguard Research Initiative (VRI).
- Utilizing a panel of wealthholders, specifically older Americans with substantial financial assets.
- Linking survey responses directly to administrative account balances for validation.
Main Results:
- The account-by-account approach demonstrates the capability to yield precise and unbiased wealth estimates.
- High-quality measurements are achieved for a large sample of wealthholders.
- The linked survey and administrative data provide unprecedented accuracy and density of wealth information.
Conclusions:
- The developed account-by-account method significantly enhances the accuracy of wealth measurement in surveys.
- This approach facilitates more robust analysis of wealth management and economic behaviors.
- The findings offer a superior alternative to existing datasets for wealth-related research.
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