59) Over the Past Three Months, How Have Liquidity and Functioning in the High-Yield Corporate Bond Market Changed?| Answer Type: Improved Considerably
Number of Respondents, Quarterly, Not Seasonally Adjusted
ALLQ59PNNR • Economic Data from Federal Reserve Economic Data (FRED)
Latest Value
0.00
Year-over-Year Change
N/A%
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. It provides insights into data collection and survey participation rates across various economic research efforts.
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 the volume of participants in economic surveys, which can reflect engagement levels and potential sampling characteristics. Economists use this metric to assess the reliability and representativeness of research data.
Methodology
Data is collected through systematic quarterly surveys, with respondent counts tracked without seasonal adjustments to maintain raw data integrity.
Historical Context
This indicator helps researchers and policymakers understand survey response dynamics and potential sampling biases in economic research.
Key Facts
- Tracks raw number of survey participants quarterly
- Provides unmodified respondent count without seasonal adjustments
- Useful for assessing data collection reliability
FAQs
Q: What does this trend specifically measure?
A: It measures the total number of survey respondents in a given quarter without applying seasonal adjustments to the data.
Q: Why are non-seasonally adjusted numbers important?
A: Non-seasonally adjusted data provides the raw, unmodified count, which can reveal underlying participation patterns without statistical smoothing.
Q: How is this data typically used?
A: Researchers use this to evaluate survey response rates, assess data collection methods, and understand potential sampling variations.
Q: What limitations might this trend have?
A: The data only represents raw participant counts and does not inherently indicate survey quality or representativeness.
Q: How frequently is this data updated?
A: The data is updated quarterly, providing a consistent snapshot of survey participation over time.
Related Trends
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ALLQ25A12MINR
19) To the Extent That the Price or Nonprice Terms Applied to Mutual Funds, Etfs, Pension Plans, and Endowments Have Tightened or Eased over the Past Three Months (as Reflected in Your Responses to Questions 17 and 18), What Are the Most Important Reasons for the Change?| B. Possible Reasons for Easing | 2. Increased Willingness of Your Institution to Take on Risk. | Answer Type: 2nd Most Important
ALLQ19B22MINR
19) To the Extent That the Price or Nonprice Terms Applied to Mutual Funds, ETFs, Pension Plans, and Endowments Have Tightened or Eased Over the Past Three Months (as Reflected in Your Responses to Questions 17 and 18), What Are the Most Important Reasons for the Change?| A. Possible Reasons for Tightening | 7. Less-Aggressive Competition from Other Institutions. | Answer Type: First In Importance
CTQ19A7MINR
11) Over the Past Three Months, How Have the Price Terms (for Example, Financing Rates) Offered to Trading REITs as Reflected Across the Entire Spectrum of Securities Financing and OTC Derivatives Transaction Types Changed, Regardless of Nonprice Terms?| Answer Type: Tightened Somewhat
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38) How Has the Intensity of Efforts by Nonfinancial Corporations to Negotiate More Favorable Price and Nonprice Terms Changed Over the Past Three Months?| Answer Type: Decreased Considerably
CTQ38DCNR
56) Over the Past Three Months, How Have the Terms Under Which High-Yield Corporate Bonds Are Funded Changed?| B. Terms for Most Favored Clients, as a Consequence of Breadth, Duration And/or Extent of Relationship | 3. Haircuts. | Answer Type: Remained Basically Unchanged
ALLQ56B3RBUNR
Citation
U.S. Federal Reserve, Number of Respondents, Quarterly, Not Seasonally Adjusted [ALLQ59PNNR], retrieved from FRED.
Last Checked: 8/1/2025