Week 3 Flashcards
Factors influencing a bank’s credit culture could include:
Historic level of bad debts
Recent trends
Competition
The economic/political environment.
Additional details if mortgage
1) Property details Address Purchase price Property type and details Freehold/leasehold
2) Financial details Special features (stage payments, buy to let, etc. References needed? Guarantors? Deposit source
3) Other details
If renting, landlord details
Solicitor details
Other occupants. Why?
Why information verification is required
Fraud prevention Ensure correct product is offered Ensure affordability Minimise risk Compliance with PoCA to prevent money laundering
Manual Assessment
1) Use of Personal Lending Discretion;
2) Each decision is an individual decision, using skills and experience of lending officer;
3) Many institutions use mnemonics to ensure consistency of approach, if not result;
4) Lending officer seen as being personally responsible and audited on a regular basis. Hence tends to through in the examination of information provided;
As such can take time and be expensive;
5) Potentially open to claims of bias
Manual Assessment
1) Lending Decision Purpose Amount Repayment Ability Terms Security Character Capability Capital
Credit score stability measures
Address Time at address Owner/Occupier Age Occupation Employers Time in employment Marital status Phone Savings
Credit scoring will provide one of three recommendations:
Accept
Refer
Decline
Credit Score: Recommendations
Accept – the proposal should be accepted the risk is seen as minimal
Decline – the proposal should be declined. The risk is seen as too high
Refer – a manual decision needs to be made. The computer either holds insufficient information or the decision is marginal. In a robust, reliable system these should be few and far between.
Credit Scoring Systems Advantages
1) Removes the individual from the process, making this more objective and less prone to mis-judgement due to personal factors (such as?);
2) The speed of processing increases and speed of decision making is improved. Especially important when declining an application;
3) Costs reduced – less experienced staff needed to administer the system;
4) The system can be used to reflect the risk appetite of the organisation (what are the implications of this?)
5) The system can be assessed for effectiveness and improved where necessary – for example if bad-debts are greater when a certain factor is weighted heavily.
Credit Scoring Systems Disadvantages
1) Can be difficult for staff to explain a rejection, especially when they expected the application to be accepted
2) The customer could have a perception that they have been rejected by the computer
3) Can be seen as inflexible, with little consideration of the individual
4) Can be manipulated and multiple applications are a danger
Behavioural Scoring
1) Allows live information to support the static information used in credit scoring
For example it could include salary received to the account, the number of excesses in the past two months, the lowest and highest balances
2) The addition of live information can mean that the results can change from month to month. In fact interviewers keep records of declined applications and re-score them each month to look for potential new business
Positive factors on the score
1) Improved account conduct
- Fewer excesses, increased average balance, increased credit to the account (e.g. salary)
2) Removal of one party to the account
3) Change in residential status
4) Register on Electoral Roll
Recent enhancements- Risk Based Pricing
1) The ability to price the lending based on the perceived risk
2) The higher the risk – the higher the price (risk/reward)
3) Given rise to ‘Typical APR’ in advertisements and invitation to treat
4) An ability to grade the accept recommendation. For example to offer a loan with a repayment of £xxx per month. This is mainly due to a mature, well trusted, well tested system being implemented consistently.
Other uses of credit scoring
Can also be used to:
1) Predict future bad debts
2) Highlight marketing opportunities
3) Within the Internal Rating Model for Basel Capital Adequacy calculations
4) Segment the customer base (see customer segmentation, Customer Relationship Management next week).
Security
1) Security is the taking of an asset to reduce the potential loss should the borrower default;
2) It can result in a reduced rate of interest for the borrower;
3) Gives the bank certain rights of actions in order to recover their debt;
4) Results in lower Basel retained capital requirements;