Number of Respondents, Quarterly, Not Seasonally Adjusted
ALLQ25A5VINR • Economic Data from Federal Reserve Economic Data (FRED)
Latest Value
0.00
Year-over-Year Change
N/A%
Date Range
10/1/2011 - 10/1/2011
Summary
This economic indicator tracks the number of survey respondents on a quarterly basis without seasonal adjustments. The data provides insights into survey participation rates and potential economic sentiment trends.
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 series represents a raw count of survey participants across various economic research and data collection efforts. Economists use this metric to understand sample sizes, response rates, and potential shifts in survey methodology or engagement.
Methodology
Data is collected through systematic quarterly surveys, aggregating the total number of respondents across different economic research initiatives.
Historical Context
This trend is used in macroeconomic analysis to assess survey reliability, research participation, and potential sampling variations.
Key Facts
- Represents quarterly survey respondent numbers
- Not seasonally adjusted data series
- Provides insight into research participation trends
FAQs
Q: What does this data series measure?
A: It tracks the total number of survey respondents on a quarterly basis without seasonal adjustments. The data helps researchers understand participation rates in economic surveys.
Q: Why are non-seasonally adjusted numbers important?
A: Non-seasonally adjusted data shows raw numbers without accounting for predictable seasonal variations. This provides a direct view of actual respondent counts.
Q: How frequently is this data updated?
A: The data is updated quarterly, providing a consistent snapshot of survey participation over time. Each update reflects the most recent respondent count.
Q: What can researchers learn from this trend?
A: Researchers can analyze changes in survey participation, identify potential sampling biases, and track engagement levels across different economic research initiatives.
Q: Are there limitations to this data series?
A: The series only shows respondent count and does not provide details about survey content or respondent characteristics. It should be interpreted alongside other contextual data.
Related Trends
25) To the Extent That the Price or Nonprice Terms Applied to Insurance Companies Have Tightened or Eased over the Past Three Months (as Reflected in Your Responses to Questions 23 and 24), What Are the Most Important Reasons for the Change?| A. Possible Reasons for Tightening | 3. Adoption of More-Stringent Market Conventions (That is, Collateral Terms and Agreements, Isda Protocols). | Answer Type: First in Importance
ALLQ25A3MINR
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 | 3. Adoption of Less-Stringent Market Conventions (That is, Collateral Terms and Agreements, Isda Protocols). | Answer Type: First in Importance
ALLQ19B3MINR
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 | 2. Maximum Maturity. | Answer Type: Tightened Considerably
ALLQ56B2TCNR
37) To the Extent That the Price or Nonprice Terms Applied to Nonfinancial Corporations Have Tightened or Eased over the Past Three Months (as Reflected in Your Responses to Questions 35 and 36), What Are the Most Important Reasons for the Change?| B. Possible Reasons for Easing | 4. Lower Internal Treasury Charges for Funding. | Answer Type: First in Importance
ALLQ37B4MINR
21) Considering the Entire Range of Transactions Facilitated by Your Institution, How Has the Use of Financial Leverage by Each of the Following Types of Clients Changed over the Past Three Months?| D. Endowments. | Answer Type: Decreased Somewhat
ALLQ21DDSNR
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: First In Importance
CTQ19B2MINR
Citation
U.S. Federal Reserve, Number of Respondents, Quarterly, Not Seasonally Adjusted [ALLQ25A5VINR], retrieved from FRED.
Last Checked: 8/1/2025