31) To the Extent That the Price or Nonprice Terms Applied to Separately Managed Accounts Established with Investment Advisers Have Tightened or Eased over the Past Three Months (as Reflected in Your Responses to Questions 29 and 30), What Are the Most Important Reasons for the Change?| A. Possible Reasons for Tightening | 1. Deterioration in Current or Expected Financial Strength of Counterparties. | Answer Type: First in Importance
Number of Respondents, Quarterly, Not Seasonally Adjusted
CTQ31A1MINR • Economic Data from Federal Reserve Economic Data (FRED)
Latest Value
1.00
Year-over-Year Change
N/A%
Date Range
1/1/2012 - 4/1/2025
Summary
This economic indicator tracks the number of survey respondents on a quarterly basis without seasonal adjustments. The metric provides insights into data collection methodologies and potential variations in economic research sampling.
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 raw count of participants in economic surveys, reflecting the sample size and potential response rates for specific research initiatives. Economists use this data to understand the reliability and representativeness of economic research and surveys.
Methodology
Data is collected through systematic quarterly surveys, with each respondent counted without applying seasonal adjustment techniques.
Historical Context
This metric is crucial for assessing the statistical validity and potential bias in economic research and policy analysis.
Key Facts
- Represents raw respondent count without seasonal adjustments
- Provides insight into survey participation rates
- Used to validate statistical research methodologies
FAQs
Q: What does this trend specifically measure?
A: It tracks the total number of survey participants in a given quarter before any seasonal adjustments are applied.
Q: Why are non-seasonally adjusted numbers important?
A: They provide a direct view of raw data without statistical smoothing, which can be crucial for understanding underlying variations.
Q: How is this data collection series identified?
A: The unique series ID is CTQ31A1MINR, which allows precise tracking and reference in economic databases.
Q: How do researchers use this type of data?
A: Researchers assess sample sizes, response rates, and potential biases in economic surveys and studies.
Q: How frequently is this data updated?
A: The data is collected and reported on a quarterly basis, providing regular insights into survey participation.
Related Trends
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 | 2. Increased Willingness of Your Institution to Take on Risk. | Answer Type: First In Importance
CTQ37B2MINR
22) How Has the Provision of Differential Terms by Your Institution to Most-Favored (as a Function of Breadth, Duration, and Extent of Relationship) Mutual Funds, ETFs, Pension Plans, and Endowments Changed Over the Past Three Months?| Answer Type: Decreased Somewhat
CTQ22DSNR
74) Over the Past Three Months, How Have the Terms Under Which Consumer Abs (for Example, Backed by Credit Card Receivables or Auto Loans) Are Funded Changed?| A. Terms for Average Clients | 1. Maximum Amount of Funding. | Answer Type: Remained Basically Unchanged
ALLQ74A1RBUNR
40) Over the Past Three Months, How Has the Duration and Persistence of Mark and Collateral Disputes with Clients of Each of the Following Types Changed?| F. Separately Managed Accounts Established with Investment Advisers. | Answer Type: Increased Somewhat
CTQ40FISNR
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 | 6. Improvement in General Market Liquidity and Functioning. | Answer Type: 3rd Most Important
ALLQ19B63MINR
7) How Has the Intensity of Efforts by Hedge Funds to Negotiate More-Favorable Price and Nonprice Terms Changed Over the Past Three Months?| Answer Type: Decreased Considerably
CTQ07DCNR
Citation
U.S. Federal Reserve, Number of Respondents, Quarterly, Not Seasonally Adjusted [CTQ31A1MINR], retrieved from FRED.
Last Checked: 8/1/2025