Theories of Financial Intermediation

Introduction and context

Financial intermediation is the process through which institutions channel funds from surplus units—households, firms, governments and foreign investors—to deficit units that require finance. Banks, insurance companies, pension funds, mutual funds, finance companies and securities intermediaries perform this function in different ways. They do more than transfer money. They screen borrowers, monitor investments, transform maturities and risks, create liquidity, provide payment services and enforce contracts.

The existence of financial institutions cannot be explained by a single theory. A bank may be valuable because it reduces the cost of searching for a borrower, because it possesses superior information, because it monitors borrowers on behalf of many depositors, or because it converts illiquid loans into liquid claims. These explanations are complementary rather than mutually exclusive.

For a Chartered Finance Manager, these theories are important for three reasons. First, they explain the economic role and business model of financial institutions. Second, they help managers evaluate strategic decisions such as lending standards, liquidity buffers, securitisation and digital onboarding. Third, they clarify why regulation is necessary: the same mechanisms that create value can also generate runs, moral hazard, conflicts of interest and systemic risk.

Learning objectives

After studying this chapter, the reader should be able to:

1. Explain why financial intermediation exists in economies with direct financial markets.
2. Evaluate transaction-cost and information-asymmetry theories.
3. Analyse delegated-monitoring, liquidity-creation and maturity-transformation theories.
4. Apply agency and institutional theories to the behaviour of financial institutions.
5. Compare the theories and identify their limitations.
6. Assess managerial, regulatory, ethical and technological implications.

1. Financial intermediation as an economic function

A direct-finance transaction occurs when a saver purchases a claim issued by a borrower, such as a bond or share. In indirect finance, a financial institution stands between the saver and the ultimate borrower. The institution issues its own liabilities—such as deposits, insurance policies or fund units—and acquires assets such as loans, securities or mortgages.

The basic balance-sheet relationship is:

Assets are claims on borrowers and investments. Liabilities are claims held by customers and other creditors. Equity absorbs losses and supports confidence. Intermediaries earn revenue from interest margins, fees, underwriting, asset management and risk-transfer services.

Intermediation is economically useful when the institution can perform one or more functions at lower cost or with better risk control than individual savers and borrowers could achieve independently. Its value is therefore not simply the amount of money lent; it is the reduction of frictions in financial contracting.

Important functions include:

• Screening: assessing the creditworthiness and prospects of borrowers.
• Monitoring: observing borrower behaviour after finance is provided.
• Risk pooling: combining exposures so that idiosyncratic losses are diversified.
• Liquidity provision: offering claims that can be withdrawn or sold readily.
• Maturity transformation: funding relatively long-term assets with shorter-term liabilities.
• Denomination transformation: converting many small savings into larger loans.
• Payment and settlement: facilitating transfers and reducing settlement risk.
• Information production: collecting, processing and distributing financial information.

2. Transaction-cost theory

2.1 Core idea

Transaction-cost theory holds that financial institutions exist because they reduce the costs of arranging, executing and enforcing financial transactions. Without intermediaries, a saver would have to find a suitable borrower, assess the borrower, negotiate terms, draft a contract, monitor performance, collect payments and pursue remedies after default. These activities involve search, bargaining, verification, legal and enforcement costs.

Intermediaries exploit economies of scale and scope. A bank can use the same credit-assessment systems, legal staff, branches, data infrastructure and payment network across thousands of customers. It can also standardise contracts and processes.

A simplified condition for intermediation is:

where C_I is the total cost of using an intermediary and C_D is the total cost of direct finance. More explicitly, intermediation is attractive when:

where F is the intermediary’s fee or margin; S is search and screening cost; M is monitoring cost; and E is enforcement and settlement cost. Subscripts I and D denote indirect and direct finance. This is a conceptual inequality, not a universal pricing formula. It assumes that the compared financial claims provide sufficiently similar risk, maturity and liquidity characteristics.

2.2 Economies of scale and scope

Economies of scale arise when average cost falls as transaction volume increases. If total processing cost is TC(Q) for volume Q, average cost is:

This relationship is meaningful only when Q is measured consistently—for example, number of loan applications processed per year—and when fixed and variable costs are identified correctly.

Economies of scope arise when one institution can provide several related services more cheaply than separate specialist firms. A bank may use customer-account data, compliance systems and payment infrastructure for lending, payments and wealth management. Scope economies are not automatic: complexity, conflicts of interest and operational risk may eventually increase costs.

2.3 Evaluation

Transaction-cost theory explains the value of standardisation, scale, payment networks, clearing houses and electronic platforms. It also explains why financial technology can disintermediate some activities: automation reduces search, verification and settlement costs.

Its limitation is that it treats information problems as insufficiently central. A low-cost transaction is not necessarily a good transaction. A lender may process a loan cheaply but still be unable to determine whether the borrower will repay. Information-asymmetry theories address this weakness.

3. Information-asymmetry theory

3.1 Adverse selection

Information asymmetry exists when one party to a financial contract has better information than the other. Before a loan is granted, the borrower may know more about the quality of the project or the probability of repayment. This creates adverse selection: borrowers with relatively poor prospects may be especially willing to seek finance on terms designed for average borrowers.

Suppose a lender cannot distinguish safe borrowers with expected repayment value R_S from risky borrowers with value R_R, where R_S > R_R. If the lender charges one interest rate based on the average borrower, safer borrowers may withdraw while riskier borrowers remain. The resulting borrower pool deteriorates. This is sometimes described as a “market for lemons” problem.

Intermediaries respond through credit scoring, collateral requirements, relationship lending, industry expertise, credit bureaus, covenants and risk-based pricing. These mechanisms do not eliminate information asymmetry; they reduce its effects.

3.2 Moral hazard

Moral hazard arises after finance is provided, when the borrower’s actions cannot be observed perfectly. Limited liability may encourage a borrower to choose a riskier project because the borrower receives much of the upside while creditors bear a substantial part of the downside.

Lenders address moral hazard through monitoring, covenants, collateral, staged disbursement, reporting requirements and control rights. Equity investors may use board representation, voting rights and performance-based compensation.

3.3 Information production

Financial institutions specialise in producing information. They collect financial statements, transaction records, management histories, industry data and behavioural indicators. They then convert this information into lending decisions, prices and contract terms.

Relationship banking is especially relevant to small and medium-sized enterprises, for which public information may be limited. Repeated interactions allow the lender to accumulate proprietary information. However, relationship lending can create hold-up problems: once a borrower becomes dependent on one bank, the bank may charge higher prices because switching is costly.

3.4 Screening and monitoring as risk controls

Expected loss provides a simple framework for credit-risk analysis:

where EL is expected loss in currency units, PD is probability of default, LGD is loss given default expressed as a proportion of exposure, and EAD is exposure at default. The formula assumes that the three inputs are defined on compatible bases and that their product is an appropriate estimate for the relevant portfolio and time horizon. For a portfolio, correlations, concentration and unexpected loss must also be considered; expected loss alone is not a complete capital measure.

Illustrative calculation. If PD = 3%, LGD = 40% and EAD = $2,000,000, then:

The estimate is not a prediction that exactly $24,000 will be lost. It is an average loss estimate under the stated assumptions.

4. Delegated-monitoring theory

Delegated-monitoring theory, associated particularly with Diamond’s work, explains why savers delegate monitoring to financial intermediaries. Monitoring a borrower is costly, and duplicating that monitoring across thousands of lenders would be inefficient. A bank monitors the borrower on behalf of depositors, who delegate this task to the bank.

The model has three central relationships:

1. Many depositors supply funds to one intermediary.
2. The intermediary supplies funds to borrowers and monitors them.
3. Depositors monitor the intermediary less intensively because deposits are diversified, relatively standardised and supported by institutional safeguards.

The intermediary must itself be credible. Capital, reputation, disclosure, prudential supervision, deposit insurance conditions and regulatory discipline help reduce depositor concerns. A bank that misuses delegated authority may lose funding or suffer regulatory sanctions.

Delegated monitoring creates a cost-sharing benefit. If one depositor independently monitors one borrower at cost m, then n depositors duplicating the work incur approximately nm. If one intermediary performs the monitoring at cost M and distributes that cost across n depositors, the per-depositor cost is approximately M ÷ n, subject to the institution’s operating costs and the quality of monitoring.

The theory also explains why intermediaries issue relatively safe, liquid liabilities while holding risky loans. Depositors need not inspect every loan, but they must assess the intermediary’s overall soundness. This creates a second layer of information and agency problems.

Critical assessment

Delegated monitoring is strongest where borrowers are opaque, monitoring is costly and the intermediary can diversify. It is weaker where borrowers can issue transparent securities cheaply in public markets. It also does not fully explain non-bank institutions whose principal function is investment management rather than deposit-funded lending.

5. Liquidity-creation theory

Liquidity refers to the ability to obtain purchasing power quickly with little loss in value. Financial institutions create liquidity by issuing liquid claims and holding assets that are less liquid. Bank deposits, for example, can be used for payments even though bank loans may not be readily saleable.

A bank’s liquidity-creation role can be represented conceptually as:

This is a conceptual expression rather than a generally accepted accounting identity. The institution transforms illiquid loans into liquid claims through diversification, information production, capital, reserves, access to markets and confidence in the institution.

Liquidity creation supports productive investment. Savers may prefer short notice periods, while firms may need long-term finance for machinery, infrastructure or research. An intermediary can satisfy both preferences, but it assumes liquidity risk.

A basic liquidity coverage concept compares available liquid resources with expected net cash outflows:

Here HQLA means high-quality liquid assets. In regulatory practice, definitions and stress assumptions are prescribed by the applicable framework; the ratio should not be interpreted as a complete measure of solvency or liquidity resilience.

Liquidity creation has a social benefit but also a collective-action vulnerability. If every depositor demands cash simultaneously, even a solvent bank may be unable to liquidate long-term assets without losses. This is the central tension between liquidity creation and financial stability.

6. Maturity-transformation theory

Maturity transformation occurs when an intermediary funds long-term assets with shorter-term liabilities. A bank may receive demand deposits or short-term wholesale funding and make multi-year loans. An insurer may collect premiums and invest in assets whose maturity and cash-flow pattern differ from expected claims.

The institution benefits because borrowers obtain longer-term finance and savers obtain shorter-term or more flexible claims. However, the balance sheet becomes exposed to refinancing risk, interest-rate risk and run risk.

A simplified repricing-gap measure is:

The gap is measured over a specified time bucket, such as three months. A positive gap generally means that more assets than liabilities reprice within the period. If interest rates rise, net interest income may increase in the short term; if rates fall, it may decrease. The conclusion depends on the sign convention, repricing dates, basis risk and embedded options.

Maturity transformation should not be confused with maturity mismatch alone. A mismatch may be deliberate and economically beneficial, but it must be supported by liquidity reserves, stable funding, capital, asset-liability management and access to contingency funding.

7. Agency theory

Agency theory analyses relationships in which one party, the principal, delegates work or decision-making to another party, the agent. Financial institutions contain several agency relationships:

• Depositors are principals and bank managers are agents.
• Shareholders are principals and executives are agents.
• Investors are principals and fund managers are agents.
• Policyholders are principals and insurers are agents.
• Borrowers may act as agents when managers control firms financed by creditors.

Agency problems arise from information asymmetry, divergent objectives and incomplete contracts. Managers may pursue growth, prestige, compensation or private benefits rather than shareholder value or prudent risk-taking. Deposit insurance can reduce depositor incentives to monitor banks, potentially increasing moral hazard. Asset managers may trade excessively if compensation rewards short-term volume.

Common controls include independent boards, audit committees, risk committees, remuneration design, internal controls, disclosure, fiduciary duties, fit-and-proper requirements, capital regulation and resolution regimes.

A crucial insight is that governance mechanisms may themselves create unintended incentives. For example, a bonus linked only to annual revenue can encourage loan growth without adequate regard to long-term credit losses. Balanced remuneration should consider risk-adjusted and multi-period performance, clawbacks and conduct outcomes.

8. Institutional theory

Institutional theory views financial institutions as products of legal, political, cultural and technological environments. Institutions do not operate in a vacuum; their design and behaviour reflect rules, norms, enforcement capacity and historical development.

8.1 Legal and regulatory institutions

Creditor-rights enforcement affects lending incentives. If collateral cannot be realised efficiently after default, lenders may restrict credit or require higher prices. Accounting standards, insolvency law, consumer-protection rules and data-protection law influence the structure of financial contracts.

Prudential regulation addresses externalities and systemic risk. Individual institutions may ignore the effect of their failure on payment systems, credit supply and other institutions. Capital, liquidity, large-exposure, governance and recovery-planning requirements attempt to internalise these risks.

8.2 Path dependence and institutional diversity

Financial systems differ. Some economies have historically relied more heavily on relationship banks; others have deeper securities markets. These differences reflect legal origins, industrial structure, political choices, household preferences and historical crises. There is no universally optimal institutional form.

8.3 Isomorphism and legitimacy

Institutions may adopt similar governance structures because regulation, professional norms and market expectations encourage convergence. Similarity does not guarantee effectiveness. A risk committee may exist formally while lacking independence, expertise or access to reliable information.

Institutional theory therefore directs attention to the gap between formal rules and actual practice. It is particularly useful in analysing regulatory arbitrage, shadow banking and the adaptation of institutions to new technologies.

9. Comparing the theories

No theory should be used in isolation. For example, a bank’s mortgage business can be explained simultaneously by transaction-cost economies, private information about borrowers, delegated monitoring, maturity transformation and institutional rules governing collateral and capital.

10. A unified analytical framework

A practical analysis can proceed through five questions:

1. What friction exists? Is the main problem cost, information, liquidity, risk sharing or enforcement?
2. What capability does the institution provide? Consider data, monitoring, diversification, funding access, technology and legal expertise.
3. How is value captured? Examine interest margins, fees, insurance premiums, spreads and asset-management charges.
4. What risks are created? Assess credit, market, liquidity, operational, conduct and systemic risks.
5. What controls are appropriate? Consider governance, capital, liquidity, disclosure, technology controls and customer protection.

This framework prevents a common analytical error: describing an institution’s benefit without considering the risk generated by the same activity.

11. Applied case: digital lending and delegated monitoring

Background

The following is an illustrative case. Meridian Bank is a regulated institution serving small businesses. It launches a digital working-capital product using transaction-account data, tax records and machine-learning models. Loans are approved within minutes and are funded largely by deposits.

Problem

The product lowers application and processing costs, but managers observe rising defaults among new customers. The model performs well in aggregate but poorly for firms in a newly disrupted industry. Some customers also complain that automated decisions are not explainable.

Analysis

The transaction-cost theory predicts that digital onboarding reduces search, documentation and processing costs. Information-asymmetry theory highlights the danger that new borrowers with poor prospects may be over-represented when approval is rapid and borrowers know more about their financial condition than the bank.

Delegated-monitoring theory indicates that depositors rely on Meridian to assess and monitor borrowers. If the bank delegates too much judgment to an opaque model without effective validation, it may fail in its delegated role. Liquidity and maturity-transformation theories draw attention to the funding side: deposits may be withdrawable immediately while working-capital loans cannot be liquidated quickly. Agency theory raises questions about whether managers are rewarded for loan volume rather than risk-adjusted returns.

Approach and solution

Meridian should:

• validate model performance across industries, regions and economic conditions;
• use conservative limits and staged increases for new borrowers;
• combine automated scoring with human review for exceptions;
• monitor vintage-level delinquency, concentration and early-warning indicators;
• explain material decision factors and provide an appeal route;
• test for discriminatory outcomes and protect customer data;
• price and provision for expected credit losses;
• align executive incentives with multi-year risk-adjusted performance;
• maintain adequate liquidity and capital for adverse scenarios.

A simple portfolio-quality dashboard could compare observed default frequency with model-estimated probability of default, but managers must distinguish calibration from discrimination, and statistical accuracy from fair treatment.

Outcome

After applying these controls, Meridian reduces approval speed slightly but improves loss performance and customer confidence. The case illustrates that technology can reduce transaction costs without eliminating information asymmetry, agency problems or institutional responsibilities.

Learning points

1. Efficiency is not equivalent to soundness.
2. Automated intermediation still requires delegated monitoring.
3. Liquidity and maturity risks remain even when credit decisions are digital.
4. Governance must cover data, models, incentives and customer treatment.

12. Contemporary developments and professional implications

Fintech and platform finance

Digital platforms reduce search and processing costs and can improve access to finance. However, activities may migrate outside traditional banks into non-bank financial intermediaries. This can weaken transparency, create new forms of leverage and complicate supervision. Managers must analyse functions rather than labels: an entity performing bank-like maturity transformation may create bank-like risks even if it is not legally a bank.

Artificial intelligence

AI can improve fraud detection, underwriting and portfolio monitoring. Its risks include biased training data, model drift, opacity, cyber vulnerability, privacy breaches and excessive reliance on automated outputs. Sound practice requires data governance, independent validation, human accountability, monitoring of outcomes and documented override procedures.

Securitisation

Securitisation can diversify funding and distribute credit risk. It may also weaken the originating institution’s monitoring incentive if it retains little exposure, creating an agency problem. Retention requirements, transparency and due diligence are therefore important.

Financial inclusion

Intermediation theories also illuminate inclusion. Lower transaction costs and alternative data may extend finance to underserved customers. Yet limited financial literacy, aggressive sales practices and inappropriate automated pricing can produce harm. Inclusion should be evaluated by affordability, suitability, resilience and consumer outcomes—not merely by account numbers.

Climate and systemic risk

Climate-related physical and transition risks affect borrowers, collateral, insurers and financial markets. These risks challenge historical data and may create correlated losses across institutions. Institutional theory emphasises the need for evolving disclosure, supervisory expectations and governance, while information theory highlights the difficulty of measuring uncertain future exposures.

13. Limitations and critical evaluation

The theories in this chapter are analytical lenses, not complete descriptions of reality. Transaction costs are difficult to measure and may be shifted rather than eliminated. Information production can create private power and exclusion. Delegated monitoring can fail when the monitor is poorly governed or when all institutions rely on similar models. Liquidity creation benefits the economy but makes confidence crucial. Maturity transformation can support investment while amplifying runs. Agency controls can become symbolic or produce new distortions. Institutional arrangements may protect stability, but they can also encourage regulatory capture and moral hazard.

Empirical research should therefore examine multiple levels: firm-level balance sheets, contractual terms, borrower outcomes, market structure, legal enforcement and macroeconomic conditions. Researchers should distinguish correlation from causation and consider selection effects—for example, whether borrowers choose banks because banks are better informed or because banks ration other applicants.

14. Best-practice implications for finance managers

A finance manager evaluating an intermediary should:

• identify the precise economic friction being addressed;
• test whether the institution’s scale or information advantage is real;
• measure risk-adjusted rather than gross profitability;
• integrate credit, liquidity, market, operational and conduct risk;
• challenge assumptions in models and stress tests;
• align incentives with long-term customer and institutional outcomes;
• maintain clear accountability for outsourced and automated decisions;
• ensure compliance with applicable prudential, consumer and data rules;
• communicate risks transparently to boards, customers and funding providers;
• review whether innovation changes the institution’s risk profile faster than its controls evolve.

Chapter Summary

Financial institutions exist because financial contracts are affected by transaction costs, information asymmetry, liquidity preferences, maturity differences, agency conflicts and institutional rules. Transaction-cost theory explains economies of scale, standardisation and efficient execution. Information-asymmetry theory explains screening, monitoring, adverse selection and moral hazard. Delegated-monitoring theory shows why dispersed savers rely on specialised institutions to monitor borrowers. Liquidity-creation theory explains how institutions provide liquid claims while holding less-liquid assets. Maturity-transformation theory explains the funding of long-term assets with shorter-term liabilities, together with the resulting liquidity and interest-rate risks. Agency theory focuses on conflicts among depositors, managers, shareholders, borrowers and investors. Institutional theory places financial intermediation within legal, regulatory, cultural and technological systems.

The theories are complementary. A sound professional analysis identifies the friction, the institution’s capability, the value created and the risks introduced. Digital finance and AI may reduce transaction costs and improve information processing, but they do not remove the need for governance, accountability, prudential resilience, ethical conduct and consumer protection.

Key Terms

Transaction cost: Cost of searching, negotiating, executing, monitoring and enforcing a financial contract.

Financial intermediary: Institution that channels funds between surplus and deficit units.

Information asymmetry: Unequal access to relevant information between contracting parties.

Adverse selection: Ex ante problem in which poorer risks are more likely to seek or accept finance.

Moral hazard: Ex post change in behaviour because actions cannot be observed or fully controlled.

Screening: Assessment of a borrower or investment before funds are committed.

Monitoring: Ongoing observation of borrower or investment performance.

Delegated monitoring: Assignment of monitoring responsibility from dispersed investors to a specialised intermediary.

Liquidity: Ability to convert an asset into purchasing power quickly with limited loss of value.

Liquidity creation: Issuing liquid claims while holding relatively illiquid assets.

Maturity transformation: Funding assets with maturities different from those of liabilities.

Agency problem: Conflict caused by delegated authority, imperfect information and divergent objectives.

Principal: Party that delegates a task or decision.

Agent: Party that performs the delegated task or makes the delegated decision.

Institutional theory: Analysis of how laws, norms, enforcement and history shape financial organisations.

Expected loss: Estimated average credit loss, commonly expressed as PD × LGD × EAD.

Relationship banking: Lending based partly on information accumulated through repeated interactions.

Systemic risk: Risk that distress in one institution or market disrupts the wider financial system.

Regulatory arbitrage: Structuring activities to obtain economic benefits by exploiting differences in rules or their application.

Review Questions

Short Answer Questions

1. What is the central economic reason for financial intermediation?
2. Distinguish adverse selection from moral hazard.
3. What does delegated monitoring mean?
4. Why does maturity transformation create liquidity risk?
5. Identify two agency relationships within a bank.

Long Answer Questions

1. Explain transaction-cost theory and evaluate its strengths and limitations.
2. Discuss how financial institutions reduce the consequences of information asymmetry.
3. Compare liquidity-creation and maturity-transformation theories.
4. Explain the relevance of institutional theory to financial regulation and market structure.
5. Using a bank as an example, show how several theories jointly explain its existence and behaviour.

Analytical / Application Questions

1. A digital lender reduces loan-processing time by 80% but experiences rising defaults. Analyse the problem using transaction-cost, information-asymmetry and delegated-monitoring theories.
2. A bank funds five-year commercial loans primarily with withdrawable deposits. Evaluate the benefits and risks using liquidity-creation, maturity-transformation and agency theories.
3. Design a governance framework for an AI-based credit-scoring system that addresses model risk, consumer protection, delegated monitoring and institutional accountability.

Multiple Choice Questions with Answers

Question 1

Which theory primarily explains why a bank can perform borrower assessment more efficiently than thousands of individual depositors?

A. Transaction-cost theory

B. Delegated-monitoring theory

C. Institutional theory

D. Portfolio-balance theory

Correct Answer: B. Delegated-monitoring theory

Question 2

A borrower takes excessive risk after receiving a limited-liability loan because the lender cannot observe the borrower’s actions fully. This is an example of:

A. Adverse selection

B. Maturity transformation

C. Moral hazard

D. Economies of scope

Correct Answer: C. Moral hazard

Question 3

If probability of default is 3%, loss given default is 40% and exposure at default is $2,000,000, expected loss is:

A. $6,000

B. $24,000

C. $60,000

D. $240,000

Correct Answer: B. $24,000

Question 4

Which activity is the clearest example of maturity transformation?

A. Using deposits withdrawable on demand to fund multi-year loans

B. Charging a fee for processing a payment

C. Using a credit bureau to assess a borrower

D. Holding equity capital against losses

Correct Answer: A. Using deposits withdrawable on demand to fund multi-year loans

Question 5

Adverse selection occurs mainly:

A. After a borrower has defaulted

B. Before a financial contract is concluded

C. Only when interest rates are falling

D. When a bank increases its liquidity reserve

Correct Answer: B. Before a financial contract is concluded

Question 6

Which of the following is most directly associated with liquidity creation?

A. Issuing liquid claims while holding relatively illiquid loans

B. Eliminating all maturity mismatches

C. Replacing equity with fixed assets

D. Preventing deposit withdrawals by contract

Correct Answer: A. Issuing liquid claims while holding relatively illiquid loans

Question 7

Under agency theory, a bank executive rewarded only for annual loan growth may have an incentive to:

A. Ignore all profitable lending opportunities

B. Increase lending without adequately considering long-term risk

C. Eliminate information asymmetry completely

D. Reduce the bank’s operating scale

Correct Answer: B. Increase lending without adequately considering long-term risk

Question 8

Institutional theory directs attention especially to the role of:

A. Random borrower preferences only

B. Legal rules, norms, enforcement and historical development

C. Accounting arithmetic without regulation

D. Foreign exchange rates alone

Correct Answer: B. Legal rules, norms, enforcement and historical development

Question 9

Which control most directly addresses model risk in AI-based credit scoring?

A. Removing all human accountability

B. Independent validation and ongoing performance monitoring

C. Approving every application automatically

D. Ignoring outcomes after model deployment

Correct Answer: B. Independent validation and ongoing performance monitoring

Question 10

A positive repricing gap generally means that, within a specified time bucket:

A. Rate-sensitive liabilities exceed rate-sensitive assets

B. Rate-sensitive assets exceed rate-sensitive liabilities

C. All assets and liabilities have identical maturities

D. The institution has no interest-rate risk

Correct Answer: B. Rate-sensitive assets exceed rate-sensitive liabilities