Download - Credit Scoring Beyond the Numbers
![Page 1: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/1.jpg)
Credit Scoring
Beyond the Numbers
MASFAA Conference 2006
![Page 2: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/2.jpg)
Presenter
Sean Kiley Vice President of Operations for Key Education Resources
![Page 3: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/3.jpg)
Goals of Presentation
Improve your understanding of credit scoring
Historical perspective Calculation Types Usage
Demonstrate validity of credit score utilization
Increase awareness for the need to manage your credit
Provide resources to manage your credit
![Page 4: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/4.jpg)
Facts and Myths of Credit Scoring
Take the testTrue or False ?
1. Closing accounts will increase your CB score2. Checking your own score will decrease your CB
Score3. Credit Counseling will decrease your CB score4. Paying all of your debts on time will ensure
your CB Score is the highest it can be. 5. Lenders look at more than 1 score to evaluate
borrowers
GROUP SCORE: ??
![Page 5: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/5.jpg)
History of Credit Scoring:
Subjective Lending
Lenders relied on subjective factors to make decisionsIntuitive measuresResults were slow, inconsistent and unreliable
![Page 6: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/6.jpg)
History of Credit Scoring:
Point Systems
ItemPts
Income 1Employed 1References 1Debt Ratio < 40% 1$10K on deposit 1
Total 5
Standardization and point system arose to eliminate human bias, but were still tied to intuitive measures
![Page 7: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/7.jpg)
History of Credit Scoring:
Predictive Scoring Models
Credit scoring was invented in the 1950s by Fair, Isaac Inc.In mid 1980s, credit granting took a giant leap forward when statistical models were built that considered numerous variables and combinations of variables.
![Page 8: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/8.jpg)
What Is Credit Scoring ?
Credit Scoring is a system used to facilitate decision making.Method of converting large amounts of difficult to compare data into a single point score that facilitates comparisonProcess of analyzing past performance trends to predict future performance
![Page 9: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/9.jpg)
How Is a Credit Scoring Model Developed
Analysis of a large set of consumers (>= 1 Million)Identification of common variables that define behaviorStatistical models are then built that assign weights to each variableAdding all variables combines to make an individual score
![Page 10: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/10.jpg)
Types of Credit Scoring
Classic FICO Equifax Bankruptcy Navigator IndexExperian: Scorex PlusNextGen FICOIndustry Specific Risk Models (auto, credit card)Custom credit scoringVantage
![Page 11: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/11.jpg)
Alternative Credit Scoring
MarketMax (Equifax)Crossview (Experian)
![Page 12: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/12.jpg)
Scoring Model ExampleFICO
Classic FICO Score Developed by Fair, Isaac Inc. All 3 major credit reporting
agencies utilize score Beacon EquifaxEmpirca TransUnionExperian Experian
Score range between 300 – 850 Median = 723
![Page 13: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/13.jpg)
What Is Your FICO Credit Score?
Forecast of how well you will repay a loan as agreed during the next 24 months – the higher the score, the better the forecast that you will repaySnapshot of your credit history at a particular point in timeOnly includes factors related to an individual’s creditAlways changing
![Page 14: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/14.jpg)
What FICO Credit Scoring is Not
Race, color, religion, national origin, sex or marital statusYour ageYour employment informationWhere you liveNon-credit inquiriesAny information not found in your credit
![Page 15: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/15.jpg)
FICO Credit Score Components
CB ScoreHistory of Payments
Amount Owed
Types of CreditIn Use
Level of New Credit
Length of Credit History
![Page 16: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/16.jpg)
FICO Credit Score Component Weighting
CB Score Weighting
History of Payments
35%
Types of Credit in Use
10%
Level of New Credit10%
Length of Credit History
15%
Amount Owed30%
![Page 17: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/17.jpg)
Credit Statistics:National Averages
# of Credit Obligations 13Payment Performance 30% were 60+ days delinquentCredit Card Utilization 40% with < $1000Total Available Credit $19K in available credit linesLength of Credit History 14 years in fileInquiries 1 in the past year
![Page 18: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/18.jpg)
FICO Credit Scoring Top 10 Factors
Serious delinquencySerious delinquency and public recordDerogatory public recordTime since delinquency is too recentLevel of delinquency on accounts
Number of accounts with delinquencyAmount owed on accountsBalances to credit limits on revolving accounts too highLength of time accounts have been establishedToo many accounts with balances
![Page 19: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/19.jpg)
National Distribution of FICO Scores
1%
5%
8%
12%
16%
19%
11%
28%
0%
5%
10%
15%
20%
25%
30%
Up to 499 500-549 550-599 600-649 650-699 700-749 750-799 800+
FICO Score Range
% o
f Pop
ulat
ion
![Page 20: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/20.jpg)
Why Use Credit Scoring?
SpeedConsistencyObjectivityCost EffectivenessReliabilityStrong Analytical SupportSupports increased lending> 90% of Top largest financial institutions use score to make billions of credit decisions annually
![Page 21: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/21.jpg)
Reliability of FICO Scoring Validation Graph
Negative Performance Rate by CB Score Band(Bad = 60+ days Delinquent)
0.0%
5.0%
10.0%
15.0%
20.0%
25.0%
30.0%
35.0%
40.0%
45.0%
50.0%
Source Data: FairIsaac Risk Score Validation: Equifax Beacon 5.0
Bad
Rat
e (%
) Bad%
AvgBad%
![Page 22: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/22.jpg)
Validation of Major FICO Score Ranges
Score Range Bad %
300-500 48%500-599 30%600-699 11%700-850 1.50%
![Page 23: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/23.jpg)
Credit Scoring Utilization in Education
IndustryCredit Scoring is a system used to
facilitate decision making.
Lending decision CreditServicing decisionForbearanceCollection decision LevelsMarketing decision Pre-approvals
![Page 24: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/24.jpg)
Why You Want to Manage Your Credit
Because it is widely used to make decisions about you:
LendersLandlordsInsuranceEmployersGovernment Licensing
![Page 25: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/25.jpg)
What do you get out of it?
Easier access to creditLower ratesSavings
A 30 point average score increase nationwide would translate into a $16 billion savings in credit card finance charges alone.
![Page 26: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/26.jpg)
Managing Your CreditFixing Errors
1. Obtain your credit reports)2. Gather information to
validate dispute3. Dispute with Credit Bureaus /
Dispute with Creditor4. Follow-up
![Page 27: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/27.jpg)
Managing Your CreditFixing Errors – Cont.
Document discrepancies in letter to the credit agency detailing: Name, address, SSN Account and account #’s disputing The information you are disputing and
why Any documentation to support your
claim A request for an updated credit report
reflecting the correct information
![Page 28: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/28.jpg)
Getting Your Credit Report
2003 Fair and Accurate Credit Transactions Act (FACT ACT)Annual Credit Report.COM(877) FACTACTMust provide free if denied credit within 60 daysReview for accuracy annuallyDispute incorrect information
![Page 29: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/29.jpg)
Resources for Credit Bureaus and FICO
ScoresExperian1(888)397-3742www.experian.com
CBI/Equifax1(800)685-1111www.equifax.com
MYFICO.COM
TransUnion Corp1(800)888-4213www.transunion.com
ANNUALCREDITREPORT.COM
![Page 30: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/30.jpg)
Credit Bureau and Credit Score Example
Equifax Credit Bureau FICO CB Score: Beacon
Major factors Negative Tradelines Public Records Debt Score
![Page 31: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/31.jpg)
Credit Scores & Mortgage Rates: Massachusetts
CB Score APR Monthly TotalPayment Interest
720-850 6.25% 2,463$ 486,820$ 700-719 6.38% 2,496$ 498,467$ 675-699 6.91% 2,637$ 549,251$ 620-674 8.05% 2,949$ 661,745$ 560-619 9.33% 3,315$ 793,324$ 500-559 9.85% 3,466$ 847,771$
Example based on a 30 year fixed mortgage of $400,000
Source Data: MYFICO.com 10/3/06
![Page 32: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/32.jpg)
Credit Scores & Mortgage Rates: Iowa
CB Score APR Monthly Total Payment Interest
720-850 6.25% 2,463$ 486,539$ 700-719 6.37% 2,495$ 498,184$ 675-699 6.91% 2,636$ 548,962$ 620-674 8.05% 2,948$ 661,343$ 640-659 N/A N/A N/A620-639 N/A N/A N/A
Example based on a 30 year fixed mortgage of $400,000
Source Data: MYFICO.com 10/3/06
![Page 33: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/33.jpg)
Credit Summary
Pay bills on timeManage your debt load appropriatelyReview your credit Repeat
![Page 34: Credit Scoring Beyond the Numbers](https://reader031.vdocuments.mx/reader031/viewer/2022013004/568137f2550346895d9faec8/html5/thumbnails/34.jpg)
Questions
MASFAA Conference 2006