HOUSEHOLD DEBT AND CREDIT

Similar documents
HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

HOUSEHOLD DEBT AND CREDIT

Federal Reserve Bank of New York Staff Reports

Student Loan Balance & Repayment Trends in the FRBNY Consumer Credit Panel

and New Jersey FRBNY Research The views expressed here are those of the author, and do not necessarily represent those

Student Loan Borrowing and Repayment Trends, 2015

Measuring Student Debt and Its Performance

Household Debt and Credit: Student Debt

Reason Statement Full Description Actions You Can Take or Keep this in mind

FICO Score Factors Guide - TransUnion

FRBSF ECONOMIC LETTER

IMPROVING YOUR CREDIT AND DEBT

FICO Score Factors Guide

Insurance Score Models

Understanding Your Credit Score

How To Know Your Credit Risk

About your credit score. About FICO Score. Other names for FICO Score.

How To Get Credit Records From A Credit Card To A Bank Account

Employment declined dramatically Nonfarm payroll employment (index=100 at peak of business cycle)


Understanding Your FICO Score

Understanding your Credit Score

Understanding Your Credit Score

The Truth About Credit Repair

Reviewing C Your Credit Report

Understanding Your Credit Score and How You Can Improve It

Small Business Credit Outlook

SCORES OVERVIEW. TransUnion Scores

January Report on SBLF Participants Small Business Lending Growth Submitted to Congress pursuant to Section 4106(3) of

Overview of Credit Scoring

Managing Your Credit Report and Scores. Apprisen

About credit reports. Credit Reporting Agencies. Creating Your Credit Report

Your Credit Score score of at least 620 for approval and 760 for the best interest rate.

UNDERSTANDING YOUR CREDIT REPORT (Part 1) By Bill Taylor

Taking Charge of Your Financial Future

Credit Score Management Seminar. Manage, protect and improve your Credit Score!

Zillow Negative Equity Report

CREDIT REPORTS WHAT EVERY CONSUMER SHOULD KNOW ABOUT MORTGAGE EQUITY P A R T N E R S

Understanding a Credit Report! April 21, New York City Department of Consumer Affairs. All rights reserved.

CREDIT BASICS About your credit score

The lists are presented in alphanumerical

Understanding Your Credit Score

Your credit score. What it is. What it means.

Consumer Credit Report

Topic 3 Credit Report

How to improve your FICO Score in perilous times By Blair Ball. National Distribution of FICO Scores

Canadian Consumer Credit Trends. Q Prepared by: Equifax Analytical Services

A.MORTGAGE LENDER B. CREDIT CARD ISSUER C.HOME INSURER E. ELECTRIC COMPANY F. LANDLORD G.ALL OF THE ABOVE D.CELL PHONE COMPANY

PA HealthCare Credit Union. The Credit Clinic. The PA HealthCare Credit Union contributes to the financial success of our members.

Mortgage Lending: The Bubble, the Burst and Now What?

Secrets of the Credit Score UCCS Employee Seminar 10/21/2014

Credit Score Secrets Revealed

Report to the Congress on the Profitability of Credit Card Operations of Depository Institutions

Understanding Your Credit Score

Financial payment profile Fair Isaac Corporation (FICO) 300 to 850 the higher, the better

SENIOR HOME EQUITY INCREASES FOR THIRD STRAIGHT QUARTER

Financial Empowerment Curriculum Moving Ahead Through Financial Management. Workshop Credit Overview

Small Business Credit Outlook

Credit Reports & Credit Scores

Understanding Credit. Megan Stearns, Credit Counselor

Understanding Your FICO Score

CREDIT UNION TRENDS REPORT

How To Check Your Credit Report For Not Credit History

Federal Reserve Bank of Kansas City: Consumer Credit Report

Fannie Mae 2015 First Quarter Credit Supplement. May 7, 2015

Household Borrowing Behaviour: Evidence from HILDA

What We Need to Know About. Credit Management & Credit Repair for Entrepreneurs

Lending 101 The Basics

MBA Forecast Commentary Joel Kan

REVIEW.The Credit Process

CBCInnovis Infile Credit Report Reference Guide

Personal Credit Recovery Program

Personal debt ON LABOUR AND INCOME

Loan Processing Credit Reports

Credit Reports. published by AAA Fair Credit Foundation

Enhanced Commercial Credit Report - Help

IMPROVE YOUR CREDIT SCORE. Effective Credit Management At Your Fingertips

NOTES ON BANK FEES ON SMALL BUSINESSES 1

Solving the Credit Puzzle. L G & W Federal Credit Union

Business Owner Profile - EVELYN ARPE. Identifying Information. Executive Summary. Legal Filings. ScorexPLUS SM score. Total legal filings: 4

Contents Executive Summary Key Findings Use of Credit Debt and savings Financial difficulty Background...

Your credit information is based on your Equifax credit report, dated 01/11/2000.

Improving Your Credit

Credit cards have become a noticeable

Understanding. What you need to know about the most widely used credit scores

FEDERAL RESERVE BULLETIN

Mortgage Loan Fraud Update

12 common questions. About consumer credit and direct marketing

Hardest Hit Fund Overview

GREENPATH FINANCIAL WELLNESS SERIES

FICO Vantage Will Include Rent # of People in this category

Transcription:

QUARTERLY REPORT ON HOUSEHOLD DEBT AND CREDIT May 211 FEDERAL RESERVE BANK OF NEW YORK RESEARCH AND STATISTICS GROUP MICROECONOMIC STUDIES

Household Debt and Credit Developments in 211Q1 1 Aggregate consumer debt held essentially steady in the first quarter, ending a string of nine consecutive declining quarters. As of March 31, 211, total consumer indebtedness was $11.5 trillion, a reduction of $1.3 trillion (8.2%) from its peak level at the close of 28Q3, and $33 billion (.3%) above its December 31, 21 level. 2 Behind the leveling off of total consumer debt was a small increase in mortgage balances shown on consumer credit reports. In spite of the small increase, household mortgage indebtedness and home equity lines of credit (HELOCs) are now 8.1% and 9.9%, respectively, below their peaks. Consumer indebtedness excluding mortgage and HELOC balances fell slightly ($3 billion or about 1%) in the quarter. Consumers non-real estate indebtedness now stands at $2.29 trillion, 9.6% below its 28Q4 peak. Aggregate credit card limits rose slightly during the quarter, reversing a long series of declines that began in mid-28. About 195 million credit accounts were closed during the four quarters that ended March 31, while 166 million accounts were opened over the same period. Credit cards have been the primary source of the reductions in accounts over the past two years, and during 211Q1 the number of open credit card accounts held roughly steady, at 379 million. Nonetheless, the number of open credit card accounts on March 31 was down nearly 24% from its 28Q2 peak and balances on those cards were nearly 2% below their 28Q4 high. The number of credit account inquiries within six months an indicator of consumer credit demand fell 3.5% after a string of three consecutive increases. Total household delinquency rates declined for the fifth consecutive quarter in 211Q1. As of March 31, 1.5% of outstanding debt was in some stage of delinquency, compared to 1.8% on December 31, 21 and 11.9% a year ago. About $1.2 trillion of consumer debt remains delinquent and $89 billion is seriously delinquent (at least 9 days late or severely derogatory ). Compared to a year ago, both delinquent and seriously delinquent balances have fallen 15%. About 368, individuals had a foreclosure notation added to their credit reports between December 31 and March 31, a 17.7% decrease from the 21Q4 level of new foreclosures. New bankruptcies noted on credit reports fell 13.3% during the quarter, from 5, to 434,. New bankruptcies in 211Q1 were 6.4% below their levels of 21Q1. Mortgage originations during 211Q1 continued to increase for a third consecutive quarter, to $499 billion. While mortgage originations in 211Q1 were 65% above their 28Q4 trough and 31% above their level of a year ago, they remain 34% below their average levels of 23-27. Auto loan originations fell back in the quarter, to $63 billion, but remain more than 25% above their trough level of 29Q1. Still, auto loan origination balances are also well below their levels of 23-27. About 2.4% of current mortgage balances transitioned into delinquency during 211Q1, the second straight quarterly improvement in this measure. The rate of transition from early (3-6 days) into serious (9 days or more) delinquency continued its trend of slow improvement, as it fell from 3% to 28%, the lowest rate for this measure since 27Q3. This improvement was accompanied by a higher cure rate with the transition rate from early delinquency to current increasing in the quarter. While many of the national trends described here are present in most areas of the country, the data for selected states indicate substantial heterogeneity. For example, data for Arizona, California, Florida and Nevada continue to indicate higher than average delinquency and foreclosure rates, but these rates are falling faster on average than in the rest of the country. The accompanying charts provide graphic representations of the national data and, for selected series, the underlying geographic variation. 1 This report is based on data from the FRBNY Consumer Credit Panel, which represents a nationally representative random sample drawn from Equifax credit report data. Please contact Andrew Haughwout, Wilbert van der Klaauw or Donghoon Lee with questions. 2 For details on the data set and the measures reported here, see the data dictionary that follows the charts. 1

NATIONAL CHARTS 2

15 Total Debt Balance and its Composition Trillions of Dollars Trillions of Dollars Mortgage HE Revolving Auto Loan Credit Card Student Loan Other 15 1 5 4.6 (9%) (2%) (1%) (8%) (2%) (69%) 4.9 5.2 5.4 5.9 6. 6.4 6.8 7.1 7.5 8.2 8.7 9.1 9.7 1.2 11. 11.3 12. 12.4 12.5 12.3 12.1 11.9 11.6 11.5 (3%) (5%) (6%) (6%) (6%) (74%) 1 5 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 3

Millions 25 Number of Accounts by Loan Type Millions 5 2 Credit Card (right axis) 15 4 1 Mortgage (left axis) 5 Student Loan (left axis) Auto Loan (left axis) HE Revolving (left axis) 3 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 4

Millions Total Number of New and Closed Accounts and Inquiries Millions 4 4 35 3 Number of Accounts Closed within 12 Months 35 3 25 25 2 2 15 1 5 Number of Inquiries within 6 Months Number of Accounts Opened within 12 Months 15 1 5 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 5

Newly Originated Installment Loan Balances Billions of Dollars 25 Billions of Dollars 1,2 2 1, 15 Auto Loan (left axis) Mortgage (right axis) 8 6 1 4 5 2 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 6

Credit Limit and Balance for Credit Cards and HE Revolving Trillions of Dollars 4 CC Limit CC Balance HELOC Limit HELOC Balance Trillions of Dollars 4 3 3 2 2 1 1 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 7

1 Total Balance by Delinquency Status Severely Derogatory 12-day late 9-day late 6-day late 3-day late Current 1 95 95 9 9 85 85 8 8 75 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 75 8

of Balance 9+ Days Delinquent by Loan Type 2 2 15 Student Loan 15 Credit Card 1 1 5 HE Revolving Mortgage 5 Auto Loan 99:Q1 2:Q1 5:Q1 8:Q1 11:Q1 9

New Delinquent Balances by Loan Type Billions of Dollars 45 4 35 3 25 2 15 1 5 MORTAGE HELOC AUTO CC STUDENT LOAN OTHER Billions of Dollars 45 4 35 3 25 2 15 1 5 99:Q2 :Q2 1:Q2 2:Q2 3:Q2 4:Q2 5:Q2 6:Q2 7:Q2 8:Q2 9:Q2 1:Q2 1

New Seriously Delinquent Balances by Loan Type Billions of Dollars 35 MORTAGE HELOC AUTO CC STUDENT LOAN OTHER Billions of Dollars 35 3 3 25 25 2 2 15 15 1 1 5 5 99:Q2 :Q2 1:Q2 2:Q2 3:Q2 4:Q2 5:Q2 6:Q2 7:Q2 8:Q2 9:Q2 1:Q2 11

3.5 Quarterly Transition Rates for Current Mortgage Accounts 3.5 3. 3. 2.5 To 3-6 days late 2.5 2. 2. 1.5 1.5 1. 1..5 To 9+ days late.5. 99:Q3 :Q3 1:Q3 2:Q3 3:Q3 4:Q3 5:Q3 6:Q3 7:Q3 8:Q3 9:Q3 1:Q3 12.

Quarterly Transition Rates for 3-6 Day Late Mortgage Accounts 6 6 5 To Current 5 4 4 3 3 2 2 1 To 9+ days late 1 99:Q3 :Q3 1:Q3 2:Q3 3:Q3 4:Q3 5:Q3 6:Q3 7:Q3 8:Q3 9:Q3 1:Q3 13

Number of Consumers with New Foreclosures and Bankruptcies Thousands 1,2 Thousands 1,2 Foreclosures Bankruptcies 9 9 6 6 3 3 99:Q3 :Q3 1:Q3 2:Q3 3:Q3 4:Q3 5:Q3 6:Q3 7:Q3 8:Q3 9:Q3 1:Q3 14

Third Party Collections 16 Dollars 1,6 14 of consumers with collection (Left Axis) 1,4 12 1,2 1 1, 8 6 Average collection amount per person with collection (Right Axis) 8 6 4 4 2 2 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 15

Consumer Credit Score Distribution 9 9 85 85 8 3rd Quartile 8 75 7 2nd Quartile 75 7 65 Average 65 6 55 1st Quartile 6 55 5 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 5 16

CHARTS FOR SELECT STATES 17

Total Debt Balance per Capita* by State Thousands of Dollars Thousands of Dollars 1 NV 1 75 75 CA AZ NJ 5 National Average IL FL MI NY 5 25 OH TX PA 25 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 * Based on the population with a credit report 18

Thousands of Dollars 8 Composition of Debt Balance per Capita* by State (211 Q1) Mortgage HE Revolving Auto Loan Credit Card Student Loan Other Thousands of Dollars 8 6 6 4 4 2 2 AZ CA FL IL MI NJ NV NY OH PA TX US * Based on the population with a credit report 19

1 Delinquency Status of Debt Balance per Capita* by State (211 Q1) Thousands of Dollars Current 3-day late 6-day late 9-day late 12-day late Severely Derogatory Thousands of Dollars 1 8 8 6 6 4 4 2 2 AZ CA FL IL MI NJ NV NY OH PA TX US * Based on the population with a credit report 2

of Balance 9+ Days Late by State 24 21 18 15 National Average FL IL MI NJ NV TX CA OH NY PA AZ FL AZ NV 24 21 18 15 12 CA 12 9 NY 9 6 3 TX PA 6 3 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 21

of Mortgage Debt 9+ Days Late by State 27 27 24 21 18 15 National Average FL IL MI NJ NV TX CA OH NY PA AZ FL CA NV AZ 24 21 18 15 12 12 9 NY 9 6 6 3 PA 3 99:Q1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 22

7 6 5 4 3 Quarterly Transition Rates into 3+ Days Late by State* National Average FL IL MI NJ NV TX CA OH NY PA AZ AZ CA NV FL 7 6 5 4 3 2 2 1 1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 *Four Quarter Moving Average, Rates from Current to 3+ Days Delinquent, All Accounts 23

7 6 5 4 3 Quarterly Transition Rates into 9+ Days Late by State* National Average FL IL MI NJ NV TX CA OH NY PA AZ CA AZ FL 6 NV 5 4 3 2 1 2 1 :Q1 1:Q1 2:Q1 3:Q1 4:Q1 5:Q1 6:Q1 7:Q1 8:Q1 9:Q1 1:Q1 11:Q1 *Four Quarter Moving Average, Rates from not Seriously Delinquent to Seriously Delinquent, All Accounts 24

of Consumers* with New Foreclosures by State 1..8.6 National Average FL IL MI NJ NV TX CA OH NY PA AZ NV AZ 1..8.6 FL.4 CA.4 MI.2.2. 99:Q2 :Q2 1:Q2 2:Q2 3:Q2 4:Q2 5:Q2 6:Q2 7:Q2 8:Q2 9:Q2 1:Q2 NY. * Based on the population with a credit report 25

.6 of Consumers* with New Bankruptcies by State.8 National Average FL IL MI NJ NV TX CA OH NY PA AZ OH NV.8.6.4.4.2.2. 99:Q2 :Q2 1:Q2 2:Q2 3:Q2 4:Q2 5:Q2 6:Q2 7:Q2 8:Q2 9:Q2 1:Q2 TX. * Based on the population with a credit report 26

Data Dictionary The FRBNY Consumer Credit Panel consists of detailed Equifax credit-report data for a unique longitudinal quarterly panel of individuals and households from 1999 to 21. The panel is a nationally representative 5% random sample of all individuals with a social security number and a credit report (usually aged 19 and over). We also sampled all other individuals living at the same address as the primary sample members, allowing us to track household-level credit and debt for a random sample of US households. The resulting database includes approximately 4 million individuals in each quarter. More details regarding the sample design can be found in Lee and van der Klaauw (21). 1 A comprehensive overview of the specific content of consumer credit reports is provided in Avery, Calem, Canner and Bostic (23). 2 The credit report data in our panel primarily includes information on accounts that have been reported by the creditor within 3 months of the date that the credit records were drawn each quarter. Thus, accounts that are not currently reported on are excluded. Such accounts may be closed accounts with zero balances, dormant or inactive accounts with no balance, or accounts that when last reported had a positive balance. The latter accounts include accounts that were either subsequently sold, transferred, or paid off as well as accounts, particularly derogatory accounts, that are still outstanding but on which the lender has ceased reporting. According to Avery et al (23), the latter group of noncurrently reporting accounts, with positive balances when last reported, accounted for approximately 8% of all credit accounts in their sample. For the vast majority of these accounts, and particularly for mortgage and installment loans, additional analysis suggested they had been closed (with zero balance) or transferred. 3 Our exclusion of the latter accounts is comparable to some stale account rules used by credit reporting companies, which treat noncurrently reporting revolving and nonrevolving accounts with positive balances as closed and with zero balance. All figures shown in the tables and graphs are based on the 5% random sample of individuals. To reduce processing costs, we drew a 2% random subsample of these individuals, meaning that the results presented here are for a.1% random sample of 4 individuals with credit reports, or approximately 24, individuals as of Q4 29. In computing several of these statistics, account was taken of the joint or individual nature of various loan accounts. For example to minimize biases due to double counting, in computing individual-level total balances, 5% of the balance associated with each joint account was attributed to that individual. Per-capita figures are computed by dividing totals for our sample by the total number of people in our sample, so these figures apply to the population of individuals who have a credit report. In comparing aggregate measures of household debt presented in this report to those included in the Board of Governor s Flow Of Funds (FoF) Accounts, there are several important considerations. First, among the different components included in the FoF household debt measure (which also includes debt of nonprofit organizations), our measures are directly comparable to two of its components: home mortgage debt and consumer credit. Total mortgage debt and non-mortgage debt in the third quarter of 29 were respectively $9.7 and $2.4 trillion, while the comparable amounts in the FoF for the same quarter were $1.3 and $2.5 trillion, respectively. 5 Second, a detailed accounting for the remaining differences between the debt measures from both data sources will require a more detailed breakdown and documentation of the computation of the FoF measures. 6 1 Lee, D. and W. van der Klaauw, An introduction to the FRBNY Consumer Credit Panel, [21]. 2 Avery, R.B., P.S. Calem, G.B. Canner and R.W. Bostic, An Overview of Consumer Data and Credit Reporting, Federal Reserve Bulletin, Feb. 23, pp 47-73. 3 Avery et al (23) found that for many nonreported mortgage accounts a new mortgage account appeared around the time the account stopped being reported, suggesting a refinance or that the servicing was sold. Most revolving and open non-revolving accounts with a positive balance require monthly payments if they remain open, suggesting the accounts had been closed. Noncurrently reporting derogatory accounts can remain unchanged and not requiring updating for a long time when the borrower has stopped paying and the creditor may have stopped trying to collect on the account. Avery et al report that some of these accounts appeared to have been paid off. 4 Due to relatively low occurrence rates we used the full 5% sample for the computation of new foreclosure and bankruptcy rates. For all other graphs, we found the.1% sample to provide a very close representation of the 5% sample. 5 Flow of Funds Accounts of the United States, Flows and Outstandings, Third Quarter 29, Board of Governors, Table L.1. 6 Our debt totals exclude debt held by individuals without social security numbers. Additional information suggests that total debt held by such individuals is relatively small and accounts for little of the difference. 27

Loan types. In our analysis we distinguish between the following types of accounts: mortgage accounts, home equity revolving accounts, auto loans, bank card accounts, student loans and other loan accounts. Mortgage accounts include all mortgage installment loans, including first mortgages and home equity installment loans (HEL), both of which are closed-end loans. Home Equity Revolving accounts (aka Home Equity Line of Credit or HELOC), unlike home equity installment loans, are home equity loans with a revolving line of credit where the borrower can choose when and how often to borrow up to an updated credit limit. Auto Loans are loans taken out to purchase a car, including Auto Bank loans provided by banking institutions (banks, credit unions, savings and loan associations), and Auto Finance loans, provided by automobile dealers and automobile financing companies. Bankcard accounts (or credit card accounts) are revolving accounts for banks, bankcard companies, national credit card companies, credit unions and savings & loan associations. Student Loans include loans to finance educational expenses provided by banks, credit unions and other financial institutions as well as federal and state governments. 7 The Other category includes Consumer Finance (sales financing, personal loans) and Retail (clothing, grocery, department stores, home furnishings, gas etc) loans. Our analysis excludes authorized user trades, disputed trades, lost/stolen trades, medical trades, child/family support trades, commercial trades and, as discussed above, inactive trades (accounts not reported on within the last 3 months). Total debt balance. Total balance across all accounts, excluding those in bankruptcy. Number of open, new and closed accounts. Total number of open accounts, number of accounts opened within the last 12 months. Number of closed accounts is defined as the difference between the number of open accounts 12 months ago plus the number of accounts opened within the last 12 months, minus the total number of open accounts at the current date. Inquiries. Number of credit-related consumer-initiated inquiries reported to the credit reporting agency in the past 6 months. Only hard pulls are included, which are voluntary inquiries generated when a consumer authorizes lenders to request a copy of their credit report. It excludes inquiries made by creditors about existing accounts (for example to determine whether they want to send the customer pre-approved credit applications or to verify the accuracy of customer-provided information) and inquiries made by consumers themselves. Within each industry of auto finance, mortgage, and utilities (excluding wireless), multiple inquiries in 3-day periods count as one inquiry. Note that inquiries are credit reporting company specific and not all inquiries associated with credit activities are reported to each credit reporting agency. Moreover, the reporting practices for the credit reporting companies may have changed during the period of analysis. High credit and balance for credit cards. Total amount of high credit on all credit cards held by the consumer. High credit is either the credit limit, or highest balance ever reported during history of this loan. As reported by Avery et al (23) the use of the highest-balance measure for credit limits on accounts in which limits are not reported likely understates the actual credit limits available on those accounts. High credit and balance for HE Revolving. Same as for credit cards, but now applied to HELOCs. Credit utilization rates (for revolving accounts). Computed as proportion of available credit in use (outstanding balance divided by credit limit), and for reasons discussed above are likely to overestimate actual credit utilization. Delinquency status. Varies between current (paid as agreed), 3-day late (between 3 and 59 day late; not more than 2 payments past due), 6-day late (between 6 and 89 days late; not more than 3 payments past due), 9-day late (between 9 and 119 days late; not more than 4 payments past due), 12-day late (at least 12 days past due; 5 or more payments past due) or collections, and severely derogatory (any of the previous states combined with reports of a repossession, charge off to 7 The student loan delinquency rates shown on page 9 reveal a more volatile pattern and an overall higher delinquency rate prior to 23, which may reflect a change in reporting behavior where lenders previously may not have reported on loans on which repayment may have been deferred for a period of time (see Avery et al, 23). 28

bad debt or foreclosure). Not all creditors provide updated information on payment status, especially after accounts have been derogatory for a longer period of time. Thus the payment performance profiles obtained from our data may to some extent reflect reporting practices of creditors. of balance 9+ days late. of balance that is either 9-day late, 12-day late or severely derogatory. 9+ days late is synonymous to seriously delinquent. New foreclosures. Number of individuals with foreclosures first appearing on their credit report during the past 3 months. Based on foreclosure information provided by lenders (account level foreclosure information) as well as through public records. Note that since borrowers may have multiple real estate loans, this measure is conceptually different from foreclosure rates often reported in the press. For example, a borrower with a mortgage currently in foreclosure would not be counted here if he receives a foreclosure notice on an additional mortgage account. In the case of joint mortgages, both borrowers reports indicate the presence of a foreclosure notice in the last 3 months, and both are counted here. New bankruptcies. New bankruptcies first reported during the past 3 months. Based on bankruptcy information provided by lenders (account level bankruptcy information) as well as through public records. Collections. Number and amount of 3 rd party collections (i.e. collections not being handled by original creditor) on file within the last 12 months. Includes both public record and account level 3 rd party collections information. As reported by Avery et al (23), only a small proportion of collections are related to credit accounts with the majority of collection actions being associated with medical bills and utility bills. Consumer Credit Score. Credit score computed by the credit reporting agency. The score, like the FICO score, ranges from 3-85, with a higher score being viewed as a better risk than someone with a lower score. New (seriously) delinquent balances and transition rates. New (seriously) delinquent balance reported in each loan category. For mortgages, this is based on the balance of each account at the time it enters (serious) delinquency, while for other loan types it is based on the net increase in the aggregate (seriously) delinquent balance for all accounts of that loan type belonging to an individual. Transition rates. The transition rate is the new (seriously) delinquent balance, expressed as a percent of the previous quarter s balance that was not (seriously) delinquent. Newly originated installment loan balances. We calculate the balance on newly originated mortgage loans as they first appear on an individual s credit report. For auto loans we compare the total balance and number of accounts on an individual credit report in consecutive quarters. New auto loan originations are then defined as increases in the balance accompanied by increases in the number of accounts reported. Cover photo credits clockwise from top right: Andrew Love/flickr.com, The Truth About /flickr.com, Casey Serin/flickr.com, Microsoft.com. 21. Federal Reserve Bank of New York. Equifax is a registered trademark of Equifax Inc. FICO is a trademark of Fair Isaac Corporation in the United States and/or other countries. All rights reserved. 29