Ethical Decision-Making, Leadership and Compliance

Introduction

Organisations make ethical choices whenever their decisions affect employees, customers, investors, communities, regulators or the environment. Ethical decision-making is therefore not limited to dramatic cases of fraud or bribery. It includes ordinary managerial judgments about product safety, sales claims, executive remuneration, data use, workplace treatment, supplier selection, conflicts of interest and the reporting of misconduct.

Compliance is necessary but insufficient. Compliance asks whether conduct meets applicable laws, regulations, policies and contractual duties. Ethics asks whether conduct is fair, responsible, transparent and worthy of trust, including in situations where the law is incomplete or silent. A high-performing organisation integrates both: it obeys minimum legal standards while pursuing responsible objectives through ethical leadership, sound controls and open dialogue.

For managers, the central challenge is not simply identifying right and wrong. It is recognising ethical issues early, reasoning systematically under uncertainty, resisting pressure, protecting people who raise concerns and designing systems that make responsible behaviour more likely.

Learning Objectives

By the end of this chapter, learners should be able to:

1. Distinguish ethical, legal, compliance and governance questions.
2. Apply structured models to conflicts of interest, corruption, whistleblowing and misconduct.
3. Evaluate decisions using stakeholder, duty-based, consequence-based and virtue-based reasoning.
4. Explain how leadership, codes, training, speak-up systems and controls shape ethical culture.
5. Design a proportionate compliance programme and evaluate its limitations.
6. Handle reports of misconduct fairly, confidentially and without retaliation.
7. Critically assess the role of technology and artificial intelligence in ethical oversight.

1. The Nature of Ethical Decisions in Organisations

An ethical issue arises when a decision affects the legitimate interests, rights, dignity or welfare of others, or when competing values cannot all be fully satisfied. Ethical decisions commonly involve four features:

• Consequences: who may benefit or suffer?
• Duties and rights: what obligations or entitlements apply?
• Fairness: are benefits, burdens and procedures distributed fairly?
• Character and integrity: what does the decision reveal about the organisation and its leaders?

A decision can be legal yet unethical. For example, a firm may lawfully exploit a contractual ambiguity that a less powerful supplier could not reasonably understand. Conversely, an employee may technically breach an internal procedure while acting in good faith to prevent serious harm. Such cases require judgement rather than mechanical rule-following.

Ethics, law, compliance and governance

The categories overlap but are not interchangeable. A compliance checklist cannot resolve every moral conflict, and a statement of values cannot replace effective controls.

2. Ethical Theories for Managerial Reasoning

Consequentialism

Consequentialist reasoning evaluates alternatives by their foreseeable outcomes. A manager considers benefits, harms, probabilities, time horizons and affected stakeholders. This approach is useful for assessing product risks, restructuring decisions and public-health trade-offs. Its weakness is that aggregate benefits can be used to justify serious harm to a minority.

Deontological reasoning

Deontological ethics focuses on duties, principles and rights. Truthfulness, promise-keeping, non-discrimination, confidentiality and respect for persons may constrain what an organisation may do even when violating them would produce attractive outcomes. This perspective is especially important in employment, privacy and anti-corruption decisions.

Justice and fairness

Justice-based reasoning asks whether the process and result are fair. Distributive justice concerns the allocation of benefits and burdens; procedural justice concerns whether people have a fair voice and consistent process; and interactional justice concerns respectful treatment and explanations.

Virtue ethics

Virtue ethics examines the character displayed by decision-makers and the habits encouraged by the organisation. Courage, honesty, prudence, humility and justice are relevant managerial virtues. A sales culture that rewards only results may gradually cultivate manipulation even if individual transactions remain formally compliant.

Care ethics and relational responsibility

Care ethics emphasises dependence, relationships, empathy and responsibilities to vulnerable persons. It complements more abstract approaches by asking how a decision affects actual relationships and whether the organisation is ignoring people who lack power or voice.

No single theory resolves every case. A robust managerial analysis uses several lenses and explains tensions among them.

3. A Structured Ethical Decision Model

The following eight-stage model is suitable for complex organisational decisions.

Stage 1: Recognise the ethical issue

State the concern in neutral language. “Can we proceed?” is less useful than “Would proceeding conceal a material product limitation from customers?” Look for affected rights, unequal power, deception, preventable harm, conflicts of interest and pressure to compromise standards.

Stage 2: Establish the facts

Separate verified facts from assumptions and predictions. Identify what is unknown, who possesses relevant information and what evidence can be obtained lawfully. Avoid both premature accusation and deliberate delay.

Stage 3: Identify stakeholders and duties

List direct and indirect stakeholders: employees, customers, suppliers, shareholders, communities, regulators and future generations. Identify legal duties, contractual obligations, professional standards, fiduciary responsibilities and internal policies.

Stage 4: Generate alternatives

Do not restrict analysis to “proceed” or “stop.” Alternatives may include changing the design, disclosing the risk, obtaining independent review, separating decision rights, delaying implementation, compensating affected parties or escalating the matter.

Stage 5: Test alternatives

Apply four questions:

1. Consequences: What benefits and harms are reasonably foreseeable?
2. Duties and rights: Does the option violate a promise, right or non-negotiable obligation?
3. Fairness: Are affected parties treated consistently and respectfully?
4. Integrity: Could the decision be explained honestly to an informed outsider?

A useful publicity test is: “Would I be willing to explain this decision, with its evidence and rationale, to employees, a regulator, a customer and my family?” The test is not a substitute for analysis, but it exposes concealment and rationalisation.

Stage 6: Decide and document

Record the facts, alternatives, reasons, dissenting views, approvals and safeguards. Documentation supports accountability and later learning; it should not be manufactured after the event.

Stage 7: Implement safeguards

Assign responsibilities, establish controls, communicate relevant information and create monitoring indicators. An ethical decision can fail through poor implementation.

Stage 8: Review and learn

Evaluate outcomes, unintended effects and stakeholder feedback. Update policies, training and incentives. Ethical competence is organisational learning, not a one-time approval.

4. Common Ethical Risk Situations

Conflicts of interest

A conflict of interest exists when personal, family, financial or relational interests could improperly influence professional judgement, or could reasonably appear to do so. A conflict is not necessarily misconduct; concealment and misuse of influence are the central risks.

A practical response is:

1. Recognise the actual, potential or perceived conflict.
2. Disclose it promptly to the designated authority.
3. Assess materiality, decision influence and stakeholder impact.
4. Manage it through recusal, independent review, competitive procurement or divestment.
5. Record the decision and monitor recurrence.

For example, a procurement manager whose sibling owns a bidding supplier should not evaluate that tender. Disclosure alone may be inadequate if the manager retains informal influence.

Corruption and bribery

Bribery involves offering, promising, giving, requesting or accepting an improper advantage to influence a decision. Corruption risks may arise through gifts, hospitality, facilitation payments, charitable donations, political contributions, intermediaries, recruitment and sponsorships.

A risk-based anti-corruption programme normally includes:

• leadership commitment and clear prohibitions;
• due diligence on agents, distributors and high-risk partners;
• approval thresholds for gifts and hospitality;
• accurate books and records;
• segregation of duties and payment controls;
• training tailored to roles and jurisdictions;
• confidential reporting and investigation procedures;
• disciplinary consistency and periodic risk assessment.

“Everyone does it” is not an ethical defence. Local custom cannot legitimise coercion, deception or improper influence. Managers should seek legal advice where jurisdictional requirements differ, especially concerning public officials, third-party payments and cross-border operations.

Whistleblowing and speak-up behaviour

Whistleblowing is the reporting of suspected wrongdoing to an internal or external recipient. It may concern fraud, safety, harassment, corruption, discrimination, environmental harm or regulatory breaches. A speak-up system is broader: it enables questions, advice, early concerns and formal reports before problems become crises.

Effective systems provide multiple channels, including a line manager, ethics officer, ombudsperson, hotline and, where appropriate, an independent external channel. They should offer confidentiality to the extent legally possible, protection against retaliation, clear response timelines and feedback to the reporter.

Managers receiving a concern should:

• listen without promising a particular outcome;
• thank the person for raising it;
• preserve relevant evidence;
• avoid conducting an informal investigation beyond their authority;
• escalate through the prescribed channel;
• protect the reporter and witnesses from retaliation;
• maintain need-to-know confidentiality.

Confidentiality is not the same as absolute anonymity. Organisations must balance privacy, due process, data protection, the rights of the accused and the need for a credible investigation.

Misconduct and organisational silence

Misconduct may be individual, systemic or both. A sales employee may falsify records, but unrealistic targets, weak supervision and rewards for “making the number” may be causal conditions. Effective investigations therefore examine not only who acted, but also who enabled, ignored or benefited from the conduct.

5. Ethical Leadership and Organisational Culture

Ethical culture is the shared understanding of what behaviour is expected, rewarded, tolerated and punished. It is shaped less by posters than by repeated managerial signals.

Tone at the top and tone in the middle

Senior leaders establish priorities through strategy, resource allocation, appointments and public statements. Middle managers translate those priorities into daily practice. A chief executive may endorse integrity, while a regional manager signals that targets matter more than truthful reporting. Employees generally believe observed behaviour more than formal messages.

Ethical leadership includes:

• modelling standards under pressure;
• explaining the reasons behind rules;
• inviting dissent and bad news;
• responding proportionately and consistently;
• refusing to reward results achieved through misconduct;
• accepting accountability for system failures;
• protecting those who raise concerns.

Ethical climate

An organisation may exhibit a rules-oriented, caring, instrumental, independence-oriented or law-and-code climate. No climate is sufficient in isolation. Rules provide boundaries, care recognises human impact, and independence encourages judgement. An excessively instrumental climate—where success is measured only by revenue, growth or share price—creates predictable ethical risk.

Incentives and performance management

Incentives communicate real priorities. Ethical performance should be incorporated into objectives, promotion, remuneration and evaluation. However, adding a single “integrity” metric is not enough if targets remain impossible or if employees are punished for escalating concerns. Balanced scorecards, clawback provisions, quality indicators, customer outcomes and team-based measures can reduce narrow short-termism when designed carefully.

6. Codes, Training and Speak-Up Systems

Codes of ethics and conduct

A code should identify principles, prohibited conduct, responsibilities and reporting routes. It should use plain language, realistic examples and role-specific guidance. A code is credible when the organisation explains how it applies to senior executives, contractors and difficult commercial situations.

A strong code typically covers:

• conflicts of interest;
• gifts, hospitality and corruption;
• fair dealing and competition;
• harassment and discrimination;
• health, safety and human rights;
• confidentiality, data and intellectual property;
• records, financial integrity and reporting;
• environmental responsibilities;
• retaliation and cooperation with investigations.

Training

Training should be risk-based, recurring and interactive. A generic annual click-through module has limited effect. Procurement staff need third-party and tender scenarios; sales staff need gifts, discounts and intermediary guidance; data teams need privacy and model-risk cases; managers need skills for receiving concerns.

Training effectiveness should be evaluated at several levels: participation, knowledge, confidence to act, observed behaviour and incident trends. Fewer reports do not necessarily indicate success; they may indicate fear or lack of awareness.

Speak-up design

A credible system requires independence, accessibility, multilingual support where relevant, secure records, triage criteria, investigation standards and anti-retaliation monitoring. Reports should be classified by urgency and risk. Immediate threats to safety, evidence destruction or continuing financial harm require rapid escalation.

7. Compliance Programme Design

A compliance programme is a coordinated system for preventing, detecting and responding to violations. Its design should be proportionate to the organisation’s size, sector, geography, regulatory exposure and history.

Core elements

1. Risk assessment: identify inherent risks, existing controls and residual exposure.
2. Governance: assign board, executive, compliance and operational responsibilities.
3. Policies and procedures: translate principles into decisions and controls.
4. Training and communication: develop practical capability.
5. Third-party management: assess, contract with, monitor and review partners.
6. Monitoring and testing: examine whether controls work in practice.
7. Reporting and investigation: provide trusted channels and fair processes.
8. Remediation and discipline: correct root causes and apply consistent consequences.
9. Continuous improvement: learn from incidents, near misses and external change.

Risk-based prioritisation

Not every risk deserves equal investment. Managers can rank risks using likelihood, impact, velocity, detectability and control strength. A simple qualitative matrix may classify risks as low, moderate, high or critical. Such matrices support conversation; they do not produce objective truth. Ratings should be supported by evidence and periodically challenged.

The three-lines perspective

Operational managers own risks and operate controls. A risk or compliance function provides expertise, challenge and monitoring. Internal audit offers independent assurance to management and the board. The model clarifies accountability but does not permit business managers to outsource ethical responsibility to compliance.

8. Investigations, Discipline and Due Process

An investigation should be prompt, impartial, proportionate and evidence-based. It should define the allegation, preserve records, identify relevant witnesses, manage conflicts of interest and protect confidentiality. Investigators should distinguish allegation, evidence, finding and conclusion.

Due process requires that the subject of an allegation be treated fairly, given an appropriate opportunity to respond and judged against consistent standards. Confidentiality must be limited to what is necessary; secrecy that protects senior individuals undermines legitimacy. Investigations should also consider whether the reporting person faces retaliation after closure.

Discipline should reflect seriousness, intent, harm, cooperation, prior history and consistency with comparable cases. Seniority should not create immunity. At the same time, organisations should avoid punishing good-faith reports merely because allegations are unsubstantiated. An unproven concern is not automatically a malicious report.

9. Technology and Artificial Intelligence

Technology can strengthen compliance through continuous monitoring, anomaly detection, access controls, transaction screening and secure case management. Artificial intelligence may identify unusual payment patterns, duplicate invoices, conflicts in vendor ownership or language suggesting harassment.

However, automated ethics systems create risks:

• biased training data may generate discriminatory outcomes;
• opaque models may make decisions that cannot be explained;
• excessive monitoring may invade privacy;
• false positives may overwhelm investigators;
• employees may be denied fair process by automated flags;
• sensitive reports may be exposed through poor cybersecurity.

Human oversight remains essential. Organisations should define the purpose and lawful basis for data use, restrict access, test models for bias and accuracy, document decisions, provide appeal routes and periodically validate whether the system improves rather than distorts ethical outcomes. AI should support investigation and judgement, not silently replace them.

10. Illustrative Case: The Distributor’s “Special Fee”

Background

A fictional consumer-goods company, Meridian Foods, is expanding into a country where a distributor has offered rapid access to public-sector buyers. The distributor requests a “market development fee” equal to 4% of contract value and refuses to describe the recipients. The regional sales director argues that competitors make similar payments and that rejecting the arrangement will cause the company to miss its quarterly target.

Problem

The fee may be a legitimate service charge, a concealed bribe or both. The distributor is commercially important, but the company has no adequate due diligence, contract safeguards or explanation of the payment’s purpose. The sales director also owns shares in a private logistics firm recommended by the distributor, creating a possible conflict of interest.

Analysis using the eight-stage model

Recognition and facts: The issue involves corruption risk, inaccurate records, conflict of interest and pressure from performance targets. Meridian must identify the distributor’s ownership, services, recipients, invoices, government connections and payment route.

Stakeholders and duties: Stakeholders include public buyers, patients or consumers, shareholders, employees, the distributor, regulators and competitors. The company has duties of truthful accounting, fair dealing and compliance with applicable anti-corruption requirements.

Alternatives: It could approve the fee, reject the distributor, pause the tender, conduct enhanced due diligence, redesign the compensation structure, require documented services and independent approval, or withdraw from the opportunity.

Evaluation: Approval without verification is unacceptable because it creates a serious risk of improper influence and false books and records. Enhanced due diligence and independent approval may be appropriate if the distributor can provide legitimate, verifiable services at a reasonable rate. The sales director must disclose the shareholding and recuse himself from the decision.

Approach and outcome

Meridian pauses the payment, appoints an independent review team, commissions ownership and sanctions screening, requests a detailed work plan and requires invoices tied to completed services. It prohibits cash payments and undisclosed sub-agents. The distributor cannot explain the recipients and refuses audit rights, so Meridian terminates negotiations. The company also revises sales incentives so that delayed deals are not treated as failures when escalation prevents material compliance risk.

Learning points

1. Commercial urgency is a risk factor, not a justification.
2. Third-party conduct can create organisational exposure.
3. Disclosure and recusal are essential for conflicts of interest.
4. Accurate records and payment transparency are core controls.
5. Incentive design can either reinforce or undermine compliance.
6. A credible programme makes it possible to reject attractive but unsafe opportunities.

11. Challenges and Limitations

Ethical frameworks do not eliminate ambiguity. Facts may be incomplete, stakeholders may disagree and consequences may be uncertain. Excessive formalism can produce box-ticking, while excessive discretion can produce inconsistency. Speak-up systems may be abused, yet suppressing them creates greater risk. Confidentiality can conflict with transparency; employee privacy can conflict with investigation needs; local norms can conflict with global standards.

Compliance functions may also lack independence, resources or access to senior decision-makers. A board may receive favourable indicators while frontline employees experience pressure and retaliation. Metrics such as training completion, hotline volume or audit findings are imperfect proxies for culture. They should be interpreted with qualitative evidence, employee surveys, exit interviews, control testing and independent challenge.

The most important limitation is human rationalisation. People may redefine misconduct as customary, harmless, necessary or deserved. Structured decision models, dissenting voices and documented escalation do not guarantee ethical conduct, but they make rationalisation more visible and accountability more credible.

12. Best-Practice Principles for Managers

• Treat ethical risk as a business risk and discuss it before commitments are made.
• Ask what information a reasonable stakeholder would expect to know.
• Disclose conflicts early and remove conflicted decision-makers where necessary.
• Never approve unexplained payments, inaccurate records or secret benefits.
• Build multiple, accessible and trusted reporting channels.
• Protect reporters and witnesses from retaliation in practice, not merely in policy.
• Investigate systems and incentives, not only individual behaviour.
• Apply standards consistently across levels of seniority.
• Use training to develop judgement rather than memorisation.
• Test whether controls operate effectively under commercial pressure.
• Use data and AI with proportionality, explainability, privacy and human review.
• Report significant ethical risks honestly to the board and relevant stakeholders.

Chapter Summary

Ethical decision-making is a disciplined process of recognising moral issues, establishing facts, identifying stakeholders and duties, generating alternatives, testing consequences and principles, documenting decisions, implementing safeguards and learning from outcomes. Consequentialist, deontological, justice, virtue and care perspectives illuminate different aspects of difficult choices.

Conflicts of interest should be disclosed, assessed and managed through recusal or independent review. Corruption risk requires leadership commitment, third-party due diligence, payment controls, accurate records and effective escalation. Whistleblowing and speak-up systems depend on accessibility, confidentiality, fair investigation and protection against retaliation.

Ethical culture is shaped by leadership behaviour, incentives, middle-management practice and organisational responses to bad news. Codes, training and compliance programmes are valuable only when embedded in governance, monitoring, investigation and remediation. Technology and AI can improve detection, but they introduce risks of bias, opacity, privacy invasion and unfair automated judgement. Ultimately, ethical management combines principled reasoning with practical systems that make integrity possible under pressure.

Key Terms

Ethical decision-making: A systematic process for choosing responsible action when values or interests conflict.

Compliance: Conformity with applicable laws, regulations, policies and obligations.

Conflict of interest: A personal interest that could improperly influence, or appear to influence, professional judgement.

Corruption: Abuse of entrusted power for private or improper advantage.

Bribery: Offering, giving, requesting or accepting an improper advantage to influence a decision.

Whistleblowing: Reporting suspected wrongdoing to an internal or external recipient.

Speak-up system: Organisational channels for questions, concerns and reports of misconduct.

Retaliation: Adverse treatment imposed because a person raised a concern or participated in an investigation.

Ethical culture: Shared beliefs about behaviour that is expected, rewarded, tolerated or punished.

Tone at the top: Ethical signals communicated by senior leaders through words and conduct.

Procedural justice: Fairness of the process used to make and review decisions.

Virtue ethics: An approach focused on character, habits and moral qualities.

Due diligence: Investigation undertaken before entering or continuing a relationship or transaction.

Third-party risk: Ethical, legal or compliance exposure arising from agents, suppliers, distributors or other partners.

Risk-based compliance: Allocating controls and resources according to the significance of identified risks.

Investigation: A structured examination of allegations, evidence and relevant circumstances.

Remediation: Corrective action addressing misconduct, control weakness or root cause.

Retaliation monitoring: Follow-up activity designed to detect adverse treatment after a report.

Three-lines model: Division of operational ownership, compliance challenge and independent assurance.

Review Questions

Short Answer Questions

1. Why is compliance necessary but insufficient for ethical management?
2. What is the difference between an actual and a perceived conflict of interest?
3. Identify four features of an effective speak-up system.
4. What responsibilities do middle managers have in building ethical culture?
5. Why should AI-based compliance alerts remain subject to human review?

Long Answer Questions

1. Explain the eight-stage ethical decision model and illustrate how it can be applied to a product-safety decision.
2. Compare consequentialist, deontological, justice-based and virtue-ethics approaches to managerial decision-making.
3. Design a proportionate anti-corruption compliance programme for a multinational organisation using third-party distributors.
4. Discuss how incentives, leadership behaviour and investigation practices influence organisational culture.
5. Explain the requirements of a fair workplace-misconduct investigation, including confidentiality, due process and anti-retaliation safeguards.

Analytical / Application Questions

1. A senior executive’s close friend owns the only supplier meeting a project deadline. The executive says disclosure is unnecessary because the price is competitive. Analyse the situation and recommend controls using the ethical decision model.
2. An employee reports that sales staff are misrepresenting product performance. The sales director asks the manager to delay escalation until after quarterly results. Evaluate the ethical, governance and compliance issues and propose an action plan.
3. An organisation’s AI monitoring tool flags employees from one region at twice the rate of other employees, but the organisation has not validated the model. Assess the risks and design a responsible validation and oversight process.

Multiple Choice Questions with Answers

Question 1

Which statement best distinguishes ethics from compliance?

A. Ethics concerns only criminal conduct, while compliance concerns values.

B. Ethics asks what ought to be done, while compliance asks whether required standards are being followed.

C. Ethics applies only to executives, while compliance applies only to employees.

D. Ethics and compliance are identical whenever a written policy exists.

Correct Answer: B. Ethics asks what ought to be done, while compliance asks whether required standards are being followed.

Question 2

What is the most appropriate first response when a manager identifies a possible conflict of interest?

A. Conceal it unless someone asks for disclosure.

B. Complete the decision quickly before the conflict becomes material.

C. Disclose it promptly to the designated authority.

D. Transfer the benefit to a colleague without recording the issue.

Correct Answer: C. Disclose it promptly to the designated authority.

Question 3

Which action is most consistent with an effective anti-corruption programme?

A. Allow unexplained third-party payments if sales targets are achieved.

B. Rely exclusively on local custom to determine acceptable payments.

C. Use due diligence, accurate records and controls over intermediaries.

D. Permit cash payments when contracts are commercially urgent.

Correct Answer: C. Use due diligence, accurate records and controls over intermediaries.

Question 4

A manager receives a good-faith report of suspected misconduct. What should the manager do first?

A. Promise the reporter a particular investigation outcome.

B. Listen, preserve relevant information and escalate through the prescribed channel.

C. Publicly identify the accused employee to deter further misconduct.

D. Conduct an informal investigation without informing anyone else.

Correct Answer: B. Listen, preserve relevant information and escalate through the prescribed channel.

Question 5

Which condition most strongly indicates an ethical culture?

A. Employees complete annual training but fear reporting bad news.

B. Managers reward results regardless of how they are achieved.

C. Leaders model standards, invite dissent and protect people who raise concerns.

D. The organisation has a lengthy code that employees rarely consult.

Correct Answer: C. Leaders model standards, invite dissent and protect people who raise concerns.

Question 6

What is the principal purpose of procedural justice in a misconduct process?

A. To guarantee that every allegation results in discipline.

B. To ensure that the process is fair, consistent and provides an appropriate opportunity to respond.

C. To protect senior employees from external scrutiny.

D. To replace evidence with the personal judgement of the investigator.

Correct Answer: B. To ensure that the process is fair, consistent and provides an appropriate opportunity to respond.

Question 7

Which statement about whistleblowing is most accurate?

A. An unsubstantiated report is automatically a malicious report.

B. Whistleblowing concerns only financial fraud.

C. A credible system provides accessible channels and protection against retaliation.

D. Confidentiality requires that the accused never be allowed to respond.

Correct Answer: C. A credible system provides accessible channels and protection against retaliation.

Question 8

In the three-lines perspective, who primarily owns operational risks and operates controls?

A. Operational managers and business functions

B. External regulators

C. Internal audit alone

D. The organisation’s external legal counsel

Correct Answer: A. Operational managers and business functions

Question 9

Why can an AI-based compliance monitoring system create ethical risk?

A. Automated systems can never process large volumes of information.

B. Models may be biased, opaque, privacy-invasive or unfairly relied upon.

C. AI systems eliminate the need for human judgement.

D. AI is relevant only to manufacturing organisations.

Correct Answer: B. Models may be biased, opaque, privacy-invasive or unfairly relied upon.

Question 10

Which alternative best reflects the ethical decision model’s approach to a suspicious distributor fee?

A. Approve it because competitors appear to use similar arrangements.

B. Approve it if the payment helps meet quarterly targets.

C. Pause the payment, conduct due diligence and require transparent, verifiable services.

D. Record it under a different expense category to avoid delay.

Correct Answer: C. Pause the payment, conduct due diligence and require transparent, verifiable services.