78) Over the Past Three Months, How Has the Volume of Mark and Collateral Disputes Relating to Lending Against Each of the Following Collateral Types Changed?| F. CMBS. | Answer Type: Increased Somewhat
Number of Respondents, Quarterly, Not Seasonally Adjusted
ALLQ78FISNR • Economic Data from Federal Reserve Economic Data (FRED)
Latest Value
0.00
Year-over-Year Change
-100.00%
Date Range
10/1/2011 - 1/1/2025
Summary
This economic indicator tracks the number of survey respondents in a quarterly, non-seasonally adjusted format. The data provides insights into sampling methodologies and potential economic research participation rates.
Analysis & Context
This economic indicator provides valuable insights into current market conditions and economic trends. The data is updated regularly by the Federal Reserve and represents one of the most reliable sources for economic analysis.
Understanding this metric helps economists, policymakers, and investors make informed decisions about economic conditions and future trends. The interactive chart above allows you to explore historical patterns and identify key trends over time.
About This Dataset
The trend represents a quantitative measure of survey participation across various economic research initiatives. Economists use this metric to understand response rates, data collection reliability, and potential sampling biases.
Methodology
Data is collected through systematic quarterly surveys, with raw counts compiled without seasonal adjustments.
Historical Context
This indicator helps researchers and policymakers assess the statistical robustness of economic surveys and sampling techniques.
Key Facts
- Represents raw count of survey respondents
- Collected on a quarterly basis
- Not seasonally adjusted
FAQs
Q: What does this trend specifically measure?
A: It tracks the number of participants in economic surveys during a specific quarter. The data is reported without seasonal adjustments.
Q: Why are non-seasonally adjusted numbers important?
A: Non-seasonally adjusted data provides raw, unmodified counts that can reveal underlying participation patterns without statistical smoothing.
Q: How frequently is this data updated?
A: The data is updated quarterly, providing a consistent snapshot of survey participation rates.
Q: What can researchers learn from this trend?
A: Researchers can analyze response rates, identify potential sampling challenges, and assess the reliability of economic survey methodologies.
Q: Are there limitations to this data?
A: The trend only captures raw respondent numbers and does not provide qualitative insights into survey responses or demographic details.
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Citation
U.S. Federal Reserve, Number of Respondents, Quarterly, Not Seasonally Adjusted [ALLQ78FISNR], retrieved from FRED.
Last Checked: 8/1/2025