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III IC-39 practice questions

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Question 1Fraud Risk Management in Insurance

In insurance fraud risk management, what does the term 'moral hazard' most precisely describe?

  1. The risk that an insurer misrepresents policy terms to an applicant during the sales process
  2. The tendency of an insured to take fewer precautions or behave less carefully because the financial consequences are transferred to the insurer Correct answer.
  3. The chance that investment returns fall below the rate assumed when setting premiums
  4. The probability that a natural catastrophe exceeds the modelled return period used in pricing

Explanation

Moral hazard is the behavioural change that occurs when a party is insulated from the cost of risk, leading to reduced care or opportunistic conduct. In insurance it is a core fraud and claims-leakage concern because the insured no longer bears the full downside of a loss. It is distinguished from morale hazard, which is careless indifference rather than intentional behaviour.

Question 2Fraud Risk Management in Insurance

Which control is the most direct and effective first-line defence against fraudulent claims at the point of notification?

  1. Early triage of new claims using red-flag indicators and data validation Correct answer.
  2. Publishing the insurer's fraud policy on the corporate website
  3. Annual re-underwriting of the entire in-force portfolio
  4. Outsourcing all claims handling to a third-party administrator

Explanation

Fraud detection is most efficient at the earliest point, when indicators are fresh and evidence is easy to obtain, so structured triage at notification is the primary operational control. It allows suspicious claims to be routed to specialist investigation before payment. Downstream or portfolio-wide measures cannot substitute for front-end screening.

Question 3Fraud Risk Management in Insurance

What is the primary purpose of a fraud risk register within an insurer's enterprise risk management framework?

  1. To document identified fraud scenarios, their likelihood, impact, controls and residual exposure Correct answer.
  2. To provide the statutory basis for calculating the solvency capital requirement
  3. To record the names of employees who have been dismissed for misconduct
  4. To list every claim that has been paid in the current financial year

Explanation

A fraud risk register catalogues the specific fraud scenarios the organisation faces and records assessed likelihood, impact, existing controls and residual risk. It supports prioritisation, ownership and monitoring of mitigation. It is a risk-management tool rather than a personnel, transactional or capital record.

Question 4Fraud Risk Management in Insurance

An insurer receives a motor claim in which the policy was taken out 11 days before the incident and the premium was paid in cash at a broker's office. Which fraud indicator does this combination most strongly suggest?

  1. Possible 'insurance after the event' or backdating of cover Correct answer.
  2. Ordinary claims frequency fluctuation in the motor book
  3. Adverse selection based on known pre-existing damage
  4. Under-reserving of the outstanding claims liability

Explanation

Very recent inception combined with an incident shortly afterwards is a classic indicator of cover being arranged, or dated, after the loss occurred. Cash payment can compound the concern because the audit trail is weaker. Investigators would verify inception date, payment timing and the evidence of the incident date.

Question 5Fraud Risk Management in Insurance

Which statement best distinguishes fraud from error in an insurance context?

  1. Error only occurs in underwriting, while fraud only occurs in claims
  2. Fraud always involves amounts above a fixed monetary threshold set by the regulator
  3. Fraud is proven whenever an indicator is present, while error requires a court ruling
  4. Fraud requires an intent to obtain a benefit by deception, whereas error is unintentional Correct answer.

Explanation

The defining element that separates fraud from error is intent: fraud involves deliberate deception for gain, while error is an honest mistake. Detection systems therefore generate suspicion, not proof, and intent must be established through investigation. Monetary thresholds and business-line distinctions do not define the concept.

Question 6Fraud Risk Management in Insurance

What is the main fraud risk created by an insurer's practice of paying small claims without any supporting documentation?

  1. It eliminates the need for a special investigation unit
  2. It creates an easy channel for exaggerated or entirely fictitious claims Correct answer.
  3. It reduces the insurer's exposure to large-loss volatility
  4. It guarantees compliance with fair treatment of customers

Explanation

Low-value, low-scrutiny payment routes are attractive to fraudsters because controls are weak and the amounts may fall below investigation thresholds. Repeated fictitious or inflated small claims can accumulate into material leakage. Proportionality in controls should not mean abandoning basic validation.

Question 7Fraud Risk Management in Insurance

Which data source is most useful for detecting a claimant who has submitted similar claims across multiple insurers?

  1. A shared industry claims database or fraud intelligence exchange Correct answer.
  2. The reinsurer's catastrophe model output
  3. The insurer's human resources information system
  4. The insurer's own marketing database

Explanation

Cross-insurer fraud, sometimes called 'claims farming' or serial claiming, is only visible when data is pooled across the market. Industry databases and intelligence exchanges allow matching of claimants, vehicles and bank details. Internal systems alone cannot reveal activity at other insurers.

Question 8Fraud Risk Management in Insurance

In the context of insurance fraud, what does 'claims leakage' refer to?

  1. The loss of claims data during a system migration
  2. The transfer of claims handling to an offshore service centre
  3. The delay between claim notification and final settlement
  4. Payments made that should not have been made, including fraudulent and inflated amounts Correct answer.

Explanation

Claims leakage is the value of payments that exceed what should properly have been paid, covering fraud, exaggeration and processing error. It is a key metric because it quantifies the financial benefit of stronger controls. It is not a technology or service-delivery term.

Question 9Fraud Risk Management in Insurance

An underwriter notices that an applicant for life cover has answered 'no' to all medical questions but the proposed sum assured is unusually high relative to declared income. Which combination of concerns should the fraud risk assessment address?

  1. Both possible non-disclosure of medical history and a mismatch between cover and financial need Correct answer.
  2. Only the medical answers, because high cover is always legitimate
  3. Only the sum assured, because income is irrelevant to life underwriting
  4. Neither, because the proposal form is a legally binding declaration

Explanation

A high sum assured relative to declared income can indicate over-insurance and a possible financial motive, while blanket negative medical answers may signal non-disclosure. Good underwriting fraud risk assessment weighs both signals together. A signed declaration does not remove the need for verification.

Question 10Fraud Risk Management in Insurance

A claims handler receives a property claim with a receipt for a high-value item that appears to have been created with a standard office printer. What is the most appropriate next step?

  1. Ask the claimant to resubmit the same receipt in a different format
  2. Pay the claim immediately to avoid a complaint
  3. Reject the claim outright and notify the claimant of suspected fraud
  4. Refer the document for forensic examination and obtain independent proof of purchase Correct answer.

Explanation

A suspected fabricated document should be preserved and examined forensically, and the underlying purchase should be verified independently with the supplier. This builds an evidential basis for any decision. Immediate payment or outright rejection both pre-empt a proper investigation.

Question 11Fraud Risk Management in Insurance

Which scenario is the clearest example of 'staged' fraud rather than opportunistic exaggeration?

  1. A policyholder forgets to declare a minor previous claim
  2. A policyholder reports a burglary that never took place, supported by a fabricated police report Correct answer.
  3. A policyholder inflates the value of a genuinely stolen television
  4. A policyholder reports a genuine accident but overstates the repair cost

Explanation

Staged fraud involves deliberately manufacturing the loss event and supporting evidence, rather than exploiting a real event. The fabricated burglary and police report are constructed to create a claim where no insured loss occurred. Exaggeration of genuine events is opportunistic inflation, a different category.

Question 12Fraud Risk Management in Insurance

What is the primary fraud risk associated with an insurance intermediary that collects premiums in cash from clients?

  1. The intermediary may recommend products that are unsuitable for the client
  2. The intermediary may exceed its delegated claims authority
  3. The intermediary may set premiums lower than the insurer's technical rate
  4. The intermediary may fail to remit premiums to the insurer while cover appears to be in force Correct answer.

Explanation

Cash collection creates a risk that premiums are misappropriated or held back, leaving the insurer unaware that cover was arranged and the client exposed. Controls include reconciliation of premium accounts and restrictions on cash handling. The other options describe different conduct issues.

Question 13Fraud Risk Management in Insurance

An insurer uses a predictive model to score claims for fraud risk. Which governance practice is most important to keep the model effective and defensible?

  1. Regular monitoring of model performance, false-positive rates and outcomes, with documented review Correct answer.
  2. Allowing claims handlers to override scores without recording a reason
  3. Replacing the model annually regardless of performance
  4. Keeping the model's variables confidential from all staff, including investigators

Explanation

Predictive models degrade as fraud patterns change, so ongoing monitoring of discrimination, false positives and case outcomes is essential. Documented review supports defensibility and regulatory scrutiny. Overrides should be logged and analysed, not left unrecorded.

Question 14Fraud Risk Management in Insurance

Which element is essential for a special investigation unit's case file to withstand later legal challenge?

  1. A note that the claim was declined because the score was high
  2. A documented, contemporaneous record of evidence, interviews and decisions Correct answer.
  3. A summary of investigator opinions without supporting evidence
  4. Verbal briefings to management only

Explanation

Case files must show a contemporaneous, evidenced chain of reasoning so that decisions can be defended to regulators, courts and the customer. Each investigative step and decision should be recorded at the time. Opinions, verbal briefings and score-only justifications are insufficient.

Question 15Fraud Risk Management in Insurance

A claimant reports a theft from a vehicle but provides no police report and cannot explain why the vehicle was parked at the stated location. How should the investigator weigh these factors?

  1. Refer the matter to the police as a criminal offence without further review
  2. Treat them as conclusive proof of fraud and close the claim
  3. Disregard them, because absence of a police report is never relevant
  4. Treat them as red flags that justify further enquiries before any decision Correct answer.

Explanation

Individual indicators are signals, not proof, and must be assessed together with the surrounding evidence. The absence of a police report and an unexplained location warrant further enquiries such as statements, scene checks and third-party corroboration. Conclusive conclusions should follow evidence, not suspicion alone.

Question 16Fraud Risk Management in Insurance

What is the main purpose of a 'whistleblowing' channel in an insurer's fraud risk framework?

  1. To replace the need for internal audit testing
  2. To enable employees and others to report suspected internal or external fraud confidentially Correct answer.
  3. To provide customers with a route to complain about claim delays
  4. To allow staff to challenge underwriting decisions they disagree with

Explanation

Confidential reporting channels help surface fraud and misconduct that normal controls may miss, particularly where insiders are involved. They complement, but never replace, audit and control testing. Complaint handling and decision review are separate processes.

Question 17Fraud Risk Management in Insurance

An insurer discovers that a claims assessor has been approving inflated repair invoices from a garage in exchange for payment. Which control failure does this most directly illustrate?

  1. Poor investment allocation in the asset portfolio
  2. Inadequate segregation of duties and supplier oversight Correct answer.
  3. Insufficient catastrophe reinsurance cover
  4. Inadequate reserving for incurred but not reported claims

Explanation

Collusion between an internal assessor and an external supplier is enabled where one person controls assessment and approval without independent oversight. Segregation of duties and supplier due diligence are the relevant controls. The other options concern capital, investment and reserving matters.

Question 18Fraud Risk Management in Insurance

Which of the following best describes 'aggregate' or 'systemic' fraud risk for an insurer?

  1. The risk that many small fraudulent claims or a coordinated ring erode results across the portfolio Correct answer.
  2. The risk that a single policyholder forgets to renew cover
  3. The risk that a single large claim exceeds the adjuster's authority limit
  4. The risk that one underwriter makes an isolated pricing error

Explanation

Systemic fraud risk arises where many small acts, or an organised group, produce losses that are material in aggregate even though each individual case appears minor. It requires portfolio-level analytics and intelligence sharing rather than case-by-case handling alone. The other options describe isolated events.

Question 19Fraud Risk Management in Insurance

What is the appropriate treatment of a 'near miss' identified during fraud control testing?

  1. Record and analyse it to identify control weaknesses before a real loss occurs Correct answer.
  2. Discipline the staff member involved without investigation
  3. Ignore it because no loss occurred
  4. Report it as a confirmed fraud to the regulator

Explanation

Near misses are valuable because they reveal control gaps while the cost is still low. They should be logged, root-caused and used to strengthen controls. They are not confirmed frauds, and staff should not be penalised without proper investigation.

Question 20Fraud Risk Management in Insurance

Which combination of measures best supports a proportionate fraud risk appetite statement?

  1. A single zero-tolerance statement with no operational metrics
  2. A requirement that every claim be investigated by the special investigation unit
  3. A general commitment to honesty without measurable indicators
  4. Defined tolerance levels, quantified leakage targets and clear escalation triggers Correct answer.

Explanation

A credible risk appetite translates tolerance into measurable limits, such as acceptable leakage rates and escalation thresholds, so that management can monitor and act. Zero-tolerance rhetoric without metrics cannot be operationalised. Investigating every claim would be disproportionate and unsustainable.

Question 21Fraud Risk Management in Insurance

An insurer's fraud team finds that a broker has submitted several applications with identical handwriting and the same employer reference. What pattern does this most likely indicate?

  1. A pricing error in the underwriting engine
  2. Possible fabrication of applications by the intermediary, known as 'application fraud' Correct answer.
  3. Legitimate bulk enrolment by a large employer
  4. Normal seasonal variation in new business

Explanation

Identical handwriting and shared references across supposedly unrelated applicants point to fabricated or 'ghost' applications, a form of intermediary-driven application fraud. The pattern warrants verification of the applicants and the broker's records. Bulk enrolment would normally be documented and traceable.

Question 22Fraud Risk Management in Insurance

A large bodily injury claim is supported by medical reports from a clinic that has appeared in several unrelated claims, all with identical wording. What is the most appropriate investigative response?

  1. Accept the reports because they are signed by a qualified practitioner
  2. Delay the claim indefinitely without communicating with the claimant
  3. Pay the claim and report the clinic to the police without further checks
  4. Commission independent medical examination and review the clinic's claims history Correct answer.

Explanation

Repeated identical reports from one provider across unrelated claims suggest template or fabricated evidence and possible organised exaggeration. Independent medical assessment and a review of the provider's claims pattern are proportionate investigative steps. Signature alone does not establish the reliability of the content.

Question 23Fraud Risk Management in Insurance

An insurer's analytics show that a small group of repair garages consistently generates supplements far above the regional average, with high customer complaint rates. How should the fraud risk function respond?

  1. Conduct targeted supplier due diligence, analyse supplement patterns and consider contractual controls Correct answer.
  2. Ignore the data because supplements are a legitimate part of repair work
  3. Blacklist all garages in the region to eliminate the risk
  4. Increase premiums for all policyholders in the region

Explanation

Outlier behaviour by a supplier group calls for targeted investigation and strengthened contractual and audit controls, proportionate to the evidence. Blanket regional measures would penalise innocent parties and damage the customer base. Supplements are legitimate in principle, so the response must address the specific anomaly.

Question 24Fraud Risk Management in Insurance

A claims manager proposes using a fraud score to automatically decline all claims above a threshold without human review. What is the principal weakness of this approach?

  1. It requires no data protection assessment
  2. It eliminates the need for model monitoring
  3. It confuses a risk indicator with proof of fraud and risks unfair outcomes Correct answer.
  4. It is too slow to process claims within service standards

Explanation

A score estimates the likelihood of fraud; it is not evidence that fraud occurred. Automatic declinature without human review risks wrongful denial, regulatory breach and reputational harm, and undermines fairness. Human decision-making and evidential review must remain part of the process.

Question 25Fraud Risk Management in Insurance

An insurer operates in a jurisdiction where fraud reporting to a central authority is mandatory once reasonable suspicion is established. An investigator has strong indicators but incomplete evidence. What is the most appropriate course?

  1. Ask the claimant to withdraw the claim in exchange for no report
  2. Report immediately to satisfy the mandatory rule and close the file
  3. Continue proportionate investigation to establish reasonable suspicion, documenting the basis, then report as required Correct answer.
  4. Suppress the indicators to protect the customer relationship

Explanation

Mandatory reporting is typically triggered by reaching a defined threshold such as reasonable suspicion, so the investigator should gather proportionate evidence and document why the threshold is met. Premature reporting wastes resources and may be inaccurate, while suppression is a breach. Offering withdrawal to avoid reporting would be improper.

Question 26Fraud Risk Management in Insurance

In insurance fraud risk management, what distinguishes a 'false claim' from a 'genuine claim with exaggeration'?

  1. The false claim is detected by underwriters, while exaggeration is detected by claims handlers
  2. The exaggerated claim is committed only by organized criminal groups, while false claims are committed by individuals
  3. The false claim involves loss or events that never occurred, while the exaggerated claim is based on a real insured event with inflated amounts Correct answer.
  4. The false claim always involves a larger monetary value than an exaggerated claim

Explanation

The defining distinction is factual basis: a false claim rests on an event that did not happen, whereas exaggeration accepts a real event but inflates the loss or injury. This distinction matters because investigation approach, evidence needs, and legal response differ between the two.

Question 27Fraud Risk Management in Insurance

Which fraud risk is most directly associated with an insurer offering 'no-questions-asked' rapid settlement of small property claims?

  1. Increased exposure to inflated or fabricated claims because verification is bypassed Correct answer.
  2. Lower premium leakage from policyholders
  3. Reduced need for a special investigation unit
  4. Higher reinsurance costs due to larger reported loss volumes

Explanation

When verification steps are removed to speed settlement, the control environment weakens and opportunists can submit inflated or invented claims with low risk of challenge. The fraud risk is a direct consequence of reduced evidence requirements during claims processing.

Question 28Fraud Risk Management in Insurance

What does 'premium leakage' mean in an insurer's fraud risk framework?

  1. Premium income lost because policies are written at incorrect rates or exposures are understated Correct answer.
  2. The cost of reinsurance premiums paid to external carriers
  3. The expense of running a fraud analytics platform
  4. Interest earned on premiums held before claims are paid

Explanation

Premium leakage refers to revenue the insurer should have collected but did not, typically because exposure, risk classification, or discount information was misstated. It is an underwriting-side fraud and error risk rather than a claims-side one.

Question 29Fraud Risk Management in Insurance

Which activity is the clearest example of 'application fraud' at the underwriting stage?

  1. An applicant omits a previous declined application and misstates occupation to obtain cover Correct answer.
  2. A claimant reports a burglary that occurred at a different address
  3. A broker fails to remit collected premiums to the insurer
  4. A policyholder submits a repair invoice for a higher amount than the actual repair cost

Explanation

Application fraud occurs when information supplied at proposal or underwriting is deliberately misrepresented to obtain cover or better terms. Omitting a declined application and misstating occupation are classic underwriting-stage misrepresentations.

Question 30Fraud Risk Management in Insurance

Which control best reduces the risk of collusion between an employee and an external supplier in the claims process?

  1. Allowing the same employee to select suppliers and approve their invoices
  2. Outsourcing all supplier payments without internal audit oversight
  3. Increasing the employee's approval limit to speed processing
  4. Segregation of duties combined with independent review of supplier invoices Correct answer.

Explanation

Collusion risk is reduced when no single person controls both supplier selection and payment approval, and when invoices are independently reviewed. Segregation of duties makes concealed collusion harder because a second party must be involved.

Question 31Fraud Risk Management in Insurance

In fraud risk terminology, what is a 'red flag'?

  1. A formal legal finding that fraud has been proven
  2. A discount applied to policyholders with clean claims histories
  3. An indicator or warning sign that raises suspicion of possible fraudulent activity and prompts further enquiry Correct answer.
  4. A mandatory report filed with a regulator

Explanation

A red flag is an observed characteristic or anomaly that suggests fraud may be present and justifies additional scrutiny. It is not proof of fraud; it is a trigger for investigation and evidence gathering.

Question 32Fraud Risk Management in Insurance

Which statement best describes the role of a fraud risk appetite statement?

  1. It guarantees that no fraud losses will occur
  2. It expresses the amount and type of fraud risk the insurer is willing to accept in pursuit of its objectives Correct answer.
  3. It replaces the need for fraud detection controls
  4. It sets the premium rates for high-risk policyholders

Explanation

A fraud risk appetite statement defines the boundaries of acceptable fraud exposure and guides decisions on controls, tolerance, and escalation. It is a governance tool that frames risk-taking, not a guarantee or a pricing mechanism.

Question 33Fraud Risk Management in Insurance

A claims handler notices that a claimant's bank account details were changed immediately before a large settlement payment, and the account name differs from the policyholder's name. Which fraud risk does this most likely indicate?

  1. Reinsurance treaty mispricing
  2. Payment diversion fraud, where a third party attempts to redirect claim proceeds Correct answer.
  3. Application fraud at proposal stage
  4. Premium leakage caused by incorrect rating

Explanation

A last-minute change of bank details to an account in a different name is a recognized payment diversion pattern, often linked to identity compromise or internal collusion. The handler should verify the change through an independent channel before releasing funds.

Question 34Fraud Risk Management in Insurance

An insurer's fraud analytics team wants to detect staged motor accidents. Which data pattern is the strongest indicator of possible staging?

  1. A single claimant with one prior claim three years ago
  2. A claimant who uses a different repairer for each claim
  3. A policyholder who increased their cover limit at renewal
  4. Multiple claims involving the same vehicle repair facility, the same medical clinic, and overlapping occupants across unrelated incidents Correct answer.

Explanation

Staged accidents typically involve a network of recurring participants, including repairers, clinics, and occupants who appear across supposedly unrelated incidents. Overlap across these entities is a strong network indicator that merits investigation.

Question 35Fraud Risk Management in Insurance

A life underwriter receives an application where the declared income is inconsistent with the occupation stated and the sum assured is unusually high relative to income. What is the most appropriate fraud risk response?

  1. Refer the application to marketing for a promotional offer
  2. Decline the application immediately without further enquiry
  3. Accept the application because income verification is not an underwriting concern
  4. Request independent verification of income and occupation before proceeding with underwriting Correct answer.

Explanation

Inconsistent income and occupation combined with a sum assured disproportionate to earnings are red flags for possible financial motivation or misrepresentation. The proportionate response is to verify the facts independently before deciding on cover, rather than to decline or accept without enquiry.

Question 36Fraud Risk Management in Insurance

An insurer identifies a cluster of claims where the same loss adjuster is consistently assigned to high-value property losses and approves unusually generous settlements. What is the most appropriate initial action?

  1. Immediately dismiss the loss adjuster without investigation
  2. Publish the adjuster's name on the insurer's website as a deterrent
  3. Ignore the pattern because adjusters are independent professionals
  4. Conduct a conflict-of-interest review of the allocation process and independently re-examine a sample of those settlements Correct answer.

Explanation

A consistent assignment pattern combined with generous outcomes suggests possible collusion or a control weakness in allocation. The correct first step is a structured conflict-of-interest review with independent re-examination of a sample before any disciplinary action.

Question 37Fraud Risk Management in Insurance

Which measure best supports the integrity of a fraud hotline?

  1. Guaranteeing confidentiality and protecting reporters from retaliation, with a documented escalation process Correct answer.
  2. Requiring all callers to identify themselves publicly
  3. Limiting the hotline to employees only and excluding external parties
  4. Routing all reports directly to the manager who is the subject of the report

Explanation

Hotline effectiveness depends on trust: reporters must believe their identity is protected and that retaliation will not follow. A documented escalation process ensures reports reach an independent function able to act on them.

Question 38Fraud Risk Management in Insurance

An insurer's fraud team is designing a control to detect duplicate claims across different policy numbers. Which control design is most effective?

  1. Relying on claimants to declare whether they have made a similar claim before
  2. Annual retrospective sampling of one percent of closed claims
  3. Manual review of every claim by a single senior handler
  4. Automated matching of claim attributes such as date of loss, claimant identity, and bank details at the point of registration Correct answer.

Explanation

Duplicate claims are best detected through automated matching of key attributes at registration, when the claim can still be stopped. Manual review of every claim is impractical, and retrospective sampling or self-declaration will miss most duplicates.

Question 39Fraud Risk Management in Insurance

A broker submits several motor applications where the named drivers are all young but the policyholder is an older relative living at a different address. What fraud risk does this pattern most likely represent?

  1. Premium leakage caused by incorrect reinsurance allocation
  2. Staged accident fraud
  3. Fronting, where an older person is named as the main driver to obtain a lower premium Correct answer.
  4. Payment diversion at settlement

Explanation

Fronting occurs when a lower-risk person is declared as the main driver while a higher-risk driver actually uses the vehicle, reducing the premium. The pattern of young drivers with distant older policyholders is a classic indicator.

Question 40Fraud Risk Management in Insurance

An insurer finds that a claims assessor has been approving payments to a repairer where the assessor's spouse is a director. Which control failure does this most directly illustrate?

  1. Poor premium collection procedures
  2. Inadequate management of conflicts of interest and related-party transactions Correct answer.
  3. Weak actuarial reserving
  4. Insufficient reinsurance coverage

Explanation

An undisclosed relationship between an approving employee and a payee is a conflict-of-interest failure that enables collusive fraud. Effective controls require declarations of interest and screening of payments against related parties.

Question 41Fraud Risk Management in Insurance

What is the most appropriate way to handle a suspected fraudulent claim while an investigation is ongoing?

  1. Cancel the policy retrospectively without any communication
  2. Inform the claimant in detail of every investigative step taken so far
  3. Pay the claim immediately to avoid complaints, then investigate afterwards
  4. Suspend or delay payment in line with policy terms while gathering evidence, and document all decisions Correct answer.

Explanation

Payment should be controlled pending investigation, consistent with policy conditions, and every decision should be documented to support later legal or regulatory scrutiny. Premature payment removes leverage, while disclosing investigative detail can compromise the case.

Question 42Fraud Risk Management in Insurance

An insurer's analytics model flags claims based on postcode, and the flagged postcode has a high concentration of low-income households. What is the main fraud risk management concern?

  1. Proxy discrimination, where the model penalizes legitimate customers because the variable correlates with protected characteristics Correct answer.
  2. Overpayment of premium taxes
  3. Insufficient claims reserves
  4. Excessive reinsurance recoveries

Explanation

Using postcode as a risk factor can act as a proxy for protected characteristics such as ethnicity or socioeconomic status, leading to unfair treatment of legitimate claimants. Model governance must test for disparate impact and ensure variables are justified by genuine fraud evidence.

Question 43Fraud Risk Management in Insurance

Which approach best balances fraud detection with fair treatment of customers when a claim is flagged by an automated score?

  1. Ignore the score and pay all claims to avoid complaints
  2. Decline all flagged claims automatically to maximize savings
  3. Route flagged claims to trained investigators for human review before any adverse decision is made Correct answer.
  4. Increase the claimant's premium for future policies as a penalty

Explanation

Automated scores are indicators, not determinations; human review by trained investigators ensures decisions are evidence-based and fair. Automatic decline or blanket payment both undermine either fairness or fraud control, and retrospective premium penalties are not a legitimate response.

Question 44Fraud Risk Management in Insurance

An insurer wants to test whether its claims fraud controls are operating effectively. Which approach provides the most reliable evidence?

  1. Asking claims staff whether they believe controls work
  2. Counting the number of fraud awareness posters displayed in offices
  3. Independent testing of a sample of claims against control criteria, including re-performance of key checks Correct answer.
  4. Reviewing the fraud policy document for completeness

Explanation

Control effectiveness is demonstrated by independent testing that re-performs key checks on a sample and compares results against defined criteria. Self-assessment, document review, and awareness activities provide only indirect assurance.

Question 45Fraud Risk Management in Insurance

An insurer discovers a systematic pattern where a small group of brokers consistently submits applications with overstated values for insured assets. What type of fraud risk does this represent?

  1. A claims-stage exaggeration issue
  2. An isolated clerical error by a single employee
  3. A reinsurance pricing anomaly
  4. Systemic distribution-channel fraud risk requiring portfolio-level review of the broker relationship Correct answer.

Explanation

A consistent pattern across a broker's submissions indicates a channel-level or systemic risk rather than an isolated error, and it warrants a portfolio review of that relationship. Systemic risks require remediation at the distribution level, not just individual case handling.

Question 46Fraud Risk Management in Insurance

An insurer operates in a jurisdiction that mandates reporting suspected fraud to a central authority once reasonable suspicion is established. A handler strongly suspects fraud but wishes to complete internal enquiries first. What is the correct approach?

  1. Report only if the claim value exceeds a self-determined internal limit
  2. Follow the legal reporting obligation and internal escalation policy, which should define when the threshold is met and how reporting proceeds Correct answer.
  3. Delay reporting indefinitely until the investigation is fully concluded
  4. Avoid reporting to protect customer confidentiality

Explanation

Where reporting is mandatory, the insurer must comply with the legal threshold as defined in its jurisdiction, supported by an internal escalation policy that clarifies decision-making. Indefinite delay or self-set thresholds conflict with the legal obligation.

Question 47Fraud Risk Management in Insurance

A fraud risk function proposes measuring success solely by the number of claims declined for fraud. What is the main weakness of this performance measure?

  1. It is too difficult to count declines accurately
  2. It overstates the importance of customer satisfaction
  3. It ignores reinsurance recoveries
  4. It can encourage aggressive decline behavior and does not capture prevention, deterrence, or fairness outcomes Correct answer.

Explanation

Counting declines alone rewards volume rather than quality, potentially driving inappropriate denials and harming legitimate customers. A balanced scorecard should include prevention, detection accuracy, recovery, customer outcomes, and control effectiveness.

Question 48Fraud Risk Management in Insurance

An insurer's fraud team wants to share claimant data with another insurer to investigate a suspected organized fraud ring. Which consideration is most critical before sharing?

  1. Ensuring the other insurer offers a lower premium
  2. Obtaining marketing consent from the claimant
  3. Confirming a lawful basis for the data sharing and putting in place appropriate safeguards and agreements Correct answer.
  4. Waiting until the claim has been paid in full

Explanation

Cross-insurer data sharing for fraud prevention must rest on a lawful basis, with appropriate safeguards, purpose limitation, and formal agreements in place. Without this, the sharing may breach data protection law and compromise any subsequent investigation.

Question 49Fraud Risk Management in Insurance

An insurer identifies that a claims processor has been creating fictitious claims with real policyholder details and paying them to accounts the processor controls. Which combination of controls would most likely have detected this earlier?

  1. Increasing the processor's system access rights
  2. Segregation of claims creation and payment release, combined with reconciliation of payee details against policyholder records Correct answer.
  3. Removing audit trails to speed processing
  4. Relying on annual external audit alone

Explanation

Fictitious claims paid to controlled accounts are best prevented when the person creating the claim cannot also release payment, and when payee details are reconciled to policyholder records. These controls break the fraud chain and create a detectable mismatch.

Question 50Fraud Risk Management in Insurance

A fraud risk assessment finds that the insurer's highest residual fraud exposure lies in a newly launched digital claims channel with minimal identity verification. What is the most appropriate risk treatment decision?

  1. Withdraw the product permanently without further analysis
  2. Transfer all fraud risk to customers through policy wording
  3. Accept the exposure because digital channels are inherently risky
  4. Introduce proportionate identity verification and monitoring before scaling the channel, accepting residual risk within appetite Correct answer.

Explanation

Residual risk above appetite should be treated with proportionate controls, such as identity verification and monitoring, before the channel is scaled. Accepting, abandoning, or transferring the risk without analysis are not reasoned treatment decisions.