79) Over the Past Three Months, How Has the Duration and Persistence of Mark and Collateral Disputes Relating to Lending Against Each of the Following Collateral Types Changed?| E. Non-Agency RMBS. | Answer Type: Remained Basically Unchanged

Number of Respondents, Quarterly, Not Seasonally Adjusted

ALLQ79ERBUNR • Economic Data from Federal Reserve Economic Data (FRED)

Latest Value

16.00

Year-over-Year Change

6.67%

Date Range

10/1/2011 - 1/1/2025

Summary

This economic indicator tracks the number of survey respondents in a quarterly, non-seasonally adjusted dataset. The metric provides insights into survey participation and potential economic sentiment across various sectors.

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

Economists use this trend to understand response rates and potential sampling variations in economic research. The quarterly, non-seasonally adjusted nature allows for direct comparison of raw data points without statistical smoothing.

Methodology

Data is collected through systematic surveying methods, likely involving random sampling techniques and standardized questionnaire protocols.

Historical Context

This trend is utilized in macroeconomic analysis to validate statistical reliability and representativeness of broader economic surveys and research studies.

Key Facts

  • Represents quarterly survey participation metrics
  • Not seasonally adjusted, providing raw data perspective
  • Useful for understanding survey statistical integrity

FAQs

Q: What does this trend specifically measure?

A: It tracks the total number of survey respondents in a given quarterly period without seasonal adjustments.

Q: Why is the non-seasonally adjusted approach important?

A: Non-seasonal adjustment allows researchers to see raw data without statistical smoothing, revealing unmodified participation patterns.

Q: How frequently is this data updated?

A: The data is updated quarterly, providing a consistent snapshot of survey participation.

Q: What can fluctuations in respondent numbers indicate?

A: Changes in respondent numbers might signal shifts in economic engagement, survey accessibility, or broader economic conditions.

Q: Are there limitations to this trend?

A: The trend only captures participation numbers and does not inherently reveal the content or quality of survey responses.

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Citation

U.S. Federal Reserve, Number of Respondents, Quarterly, Not Seasonally Adjusted [ALLQ79ERBUNR], retrieved from FRED.

Last Checked: 8/1/2025