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

39) Over the Past Three Months, How Has the Volume of Mark and Collateral Disputes with Clients of Each of the Following Types Changed?| G. Nonfinancial Corporations. | Answer Type: Increased Considerably

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32) How Has the Intensity of Efforts by Investment Advisers to Negotiate More-Favorable Price and Nonprice Terms on Behalf of Separately Managed Accounts Changed Over the Past Three Months?| Answer Type: Increased Considerably

CTQ32ICNR

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?| B. Terms for Most Favored Clients, as a Consequence of Breadth, Duration And/or Extent of Relationship | 2. Maximum Maturity. | Answer Type: Eased Considerably

ALLQ74B2ECNR

13) To the Extent That the Price or Nonprice Terms Applied to Trading REITs Have Tightened or Eased Over the Past Three Months (as Reflected in Your Responses to Questions 11 and 12), 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: 2nd Most Important

CTQ13A32MINR

12) Over the Past Three Months, How Has Your Use of Nonprice Terms (for Example, Haircuts, Maximum Maturity, Covenants, Cure Periods, Cross-Default Provisions or Other Documentation Features) with Respect to Trading Reits Across the Entire Spectrum of Securities Financing and Otc Derivatives Transaction Types Changed, Regardless of Price Terms?| Answer Type: Tightened Considerably

ALLQ12TCNR

62) Over the Past Three Months, How Have the Terms Under Which Agency RMBS Are Funded Changed?| A. Terms for Average Clients | 2. Maximum Maturity. | Answer Type: Eased Somewhat

SFQ62A2ESNR

Citation

U.S. Federal Reserve, Number of Respondents, Quarterly, Not Seasonally Adjusted [CTQ31A1MINR], retrieved from FRED.

Last Checked: 8/1/2025