Course outline
Module 1
Module 1: Foundations of Marketing Ethics
Foundations of Marketing Ethics
Knowledge check
Q1. Which of the following best defines marketing ethics?
- A. The legal rules that govern advertising content only
- B. The moral principles and standards that guide decisions and conduct in marketing ✓
- C. The financial strategies used to maximize profit margins
- D. The technical processes used to measure campaign performance
Why: Marketing ethics concerns the moral principles that guide marketing decisions and behavior. It goes beyond legal compliance to include fairness, honesty, and respect for consumers and society.
Q2. Which of the following is an example of deceptive marketing?
- A. Highlighting a product's proven features in an advertisement
- B. Using a 'before and after' photo that was digitally altered to exaggerate results ✓
- C. Offering a discount during a seasonal sale
- D. Targeting ads to customers who searched for similar products
Why: Digitally altering images to exaggerate product results misleads consumers about what the product can actually deliver, making it a clear case of deceptive marketing.
Q3. What does the principle of transparency require of marketers in the digital age?
- A. Sharing all internal company financial data with the public
- B. Clearly disclosing sponsored content, data collection practices, and commercial relationships ✓
- C. Publishing every customer complaint received by the company
- D. Using the same message across all digital platforms
Why: Transparency means openly disclosing information that consumers reasonably need, such as when content is sponsored, how personal data is collected and used, and what commercial interests are involved.
Q4. Which stakeholder group is most directly affected by a marketer's ethical or unethical choices?
- A. Only the company's shareholders
- B. Only the company's competitors
- C. Consumers, employees, competitors, and society at large ✓
- D. Only government regulators
Why: Marketing decisions ripple outward to many stakeholders, including consumers who receive the messages, employees who carry them out, competitors in the market, and broader society, so ethical analysis must consider all of them.
Q5. Why do ethical concerns in digital marketing often feel more complex than in traditional marketing?
- A. Digital marketing is never regulated by any laws
- B. Data collection, personalization, and rapid reach can affect consumers in less visible and more far-reaching ways ✓
- C. Digital tools eliminate the need for honesty
- D. Consumers no longer care about advertising
Why: Digital marketing enables large-scale personal data collection, micro-targeting, and instant global distribution, which can influence consumers in less visible ways and raise new questions about privacy, consent, and manipulation.
Module 2
Module 2: Data Privacy and Consumer Consent
Data Privacy and Consumer Consent
Knowledge check
Q1. Which of the following best describes 'informed consent' in the context of collecting consumer data?
- A. A pre-checked box buried in the terms of service
- B. A clear, specific, and voluntary agreement given by a consumer who understands what data is collected and how it will be used ✓
- C. Assuming consent because the consumer continued using the website
- D. Consent obtained from a parent or employer on behalf of the consumer
Why: Informed consent requires that consumers understand what data is being collected, why, and how it will be used, and that they agree voluntarily. Pre-checked boxes, implied consent through continued use, and third-party consent substitution do not meet this standard.
Q2. A company collects customer email addresses for order confirmations and then begins sending promotional newsletters without asking. What ethical principle is most clearly violated?
- A. Transparency
- B. Purpose limitation ✓
- C. Data portability
- D. Reciprocity
Why: Purpose limitation means data should be used only for the specific purpose for which it was collected. Using order-confirmation emails for marketing without consent goes beyond the original purpose and breaks the trust the consumer placed in the company.
Q3. Which practice is generally considered the most ethical approach to obtaining marketing consent?
- A. Opt-out systems where consumers must actively uncheck boxes to decline
- B. Opt-in systems where consumers actively choose to receive marketing communications ✓
- C. Bundling marketing consent with access to essential services
- D. Sending repeated reminders until the consumer responds
Why: Opt-in systems require an affirmative action from the consumer, which better respects autonomy. Opt-out systems rely on inaction, bundling coerces consent, and repeated reminders can pressure consumers into agreeing.
Q4. What does the principle of data minimization recommend marketers do?
- A. Collect as much data as possible in case it becomes useful later
- B. Collect only the data that is necessary for a specified, legitimate purpose ✓
- C. Store data indefinitely to build long-term consumer profiles
- D. Share collected data with partners to reduce collection costs
Why: Data minimization means limiting data collection to what is directly needed for a stated purpose. Gathering excess data increases privacy risks for consumers and the chance of misuse or breach.
Q5. A consumer asks a company to delete all the personal data it holds about them. Which right does this request most directly invoke?
- A. The right to be forgotten (right to erasure) ✓
- B. The right to receive a discount
- C. The right to access competitor pricing
- D. The right to free advertising
Why: The right to erasure, often called the right to be forgotten, allows individuals to request deletion of their personal data under certain conditions. It is a core element of many modern data protection laws such as the GDPR.
Module 3
Module 3: Targeted Advertising and Manipulation
Targeted Advertising and Manipulation
Knowledge check
Q1. Which of the following best describes targeted advertising?
- A. Showing the same advertisement to every user of a website regardless of their interests
- B. Delivering ads to specific audiences based on data such as browsing history, demographics, or behavior ✓
- C. Printing advertisements in newspapers that are distributed in a single city
- D. Using celebrity endorsements to promote products on television
Why: Targeted advertising uses collected data about individuals or groups, such as browsing habits, demographics, and past behavior, to decide which ads each person sees.
Q2. What is a key ethical concern raised by behavioral advertising?
- A. It always increases the price of products for consumers
- B. It may exploit psychological vulnerabilities by predicting when people are most susceptible to persuasion ✓
- C. It makes advertisements easier to read and understand
- D. It eliminates the need for product reviews entirely
Why: Behavioral advertising can identify moments of emotional vulnerability, stress, or impulsiveness and target people then, raising concerns about manipulation rather than informed persuasion.
Q3. What does the term 'dark patterns' refer to in digital marketing?
- A. Advertisements displayed at night when fewer people are online
- B. Interface designs that trick or pressure users into actions they might not otherwise take ✓
- C. Encrypted data used to protect customer privacy
- D. Ads printed in dark colors to reduce visibility
Why: Dark patterns are deceptive interface designs, such as hidden opt-outs, misleading button labels, or fake urgency, that steer users toward choices benefiting the business.
Q4. Which practice is most clearly considered manipulative rather than persuasive?
- A. Highlighting the real benefits of a product with accurate information
- B. Displaying a limited-time offer that is genuinely ending on a specific date
- C. Creating false scarcity by showing 'only 2 left!' when inventory is unlimited ✓
- D. Sharing customer testimonials that were voluntarily submitted
Why: Fabricated scarcity deceives consumers about availability to pressure a purchase, which undermines their ability to make an autonomous, informed decision.
Q5. Why is transparency important in targeted advertising?
- A. It allows advertisers to charge higher fees to platforms
- B. It helps consumers understand why they are seeing an ad and what data was used, supporting informed choices ✓
- C. It guarantees that every ad will be accurate in all claims
- D. It removes the need for consent when collecting personal data
Why: Transparency about ad targeting and data use lets people recognize influence attempts and make informed decisions about their privacy and purchases.
Module 4
Module 4: Influencer Marketing and Transparency
Influencer Marketing and Transparency
Knowledge check
Q1. What is the primary purpose of disclosure requirements in influencer marketing?
- A. To increase the number of followers an influencer receives
- B. To let audiences know when content is sponsored or paid for, so they can evaluate it accordingly
- C. To guarantee that a product will perform well with consumers
- D. To prevent influencers from working with more than one brand
Q2. Which of the following is an example of a clear and effective disclosure label for a sponsored post?
- A. Thanks to our friends for the great times!
- B. #ad or #sponsored placed at the beginning of the caption
- C. Check out this amazing product link in my bio
- D. #blessed #grateful #lovelife
Q3. Why is it considered misleading if an influencer posts a product review without disclosing that they received the product for free?
- A. Free products are always of lower quality than purchased ones
- B. Audiences may assume the review is an independent, unbiased opinion when a material connection exists
- C. Influencers are not allowed to review products at all
- D. It violates copyright laws protecting the brand's logo
Q4. A brand asks an influencer to post content that makes exaggerated health claims about a supplement. What is the most ethical response from the influencer?
- A. Post the claims exactly as written, since the brand is paying for the content
- B. Decline or request changes to claims that cannot be substantiated, and disclose the partnership
- C. Post the claims but leave out the disclosure to keep the post looking organic
- D. Post the claims only in the comments section where fewer people will see them
Q5. Which principle best describes the core ethical standard behind transparency in influencer marketing?
- A. Maximizing engagement regardless of how content is framed
- B. Ensuring audiences can make informed decisions by knowing the commercial relationships behind content
- C. Keeping brand partnerships secret to protect competitive advantage
- D. Prioritizing follower count over authenticity of recommendations
Module 5
Module 5: Misinformation and Brand Responsibility
Misinformation and Brand Responsibility
Knowledge check
Q1. Which of the following best describes misinformation in a marketing context?
- A. Any advertisement that uses emotional appeals
- B. False or misleading information shared without intent to deceive ✓
- C. Information that a competitor publishes about a brand
- D. Content that is legally restricted in a given country
Why: Misinformation is false or inaccurate information that may be spread unintentionally. Deliberate deception is closer to disinformation, though both can harm consumers and brands.
Q2. A brand discovers that a product review it shared on social media contained an exaggerated claim. What is the most responsible first step?
- A. Ignore it, since the post already received engagement
- B. Delete the post quietly and hope no one noticed
- C. Issue a clear correction and remove or update the inaccurate content ✓
- D. Blame the influencer who created the review and take no further action
Why: Transparent correction and updating the content addresses the harm directly and builds trust. Quiet deletion or ignoring the issue can damage credibility if the error is discovered later.
Q3. Why do brands have a responsibility to avoid spreading misinformation, even when it is unintentional?
- A. Because platforms require it for ad approval only
- B. Because consumers rely on brand information for purchasing decisions, and errors can cause real harm and reputational damage ✓
- C. Because unintentional errors are always illegal
- D. Because competitors will otherwise gain an advantage
Why: Consumers trust brands to provide accurate information for decisions about health, money, and safety. Responsibility applies regardless of intent because the harm to consumers and the brand is the same.
Q4. Which practice most helps a brand avoid sharing misinformation in its marketing?
- A. Publishing content as quickly as possible to stay ahead of trends
- B. Verifying claims and sources before publication ✓
- C. Relying on user-generated content without review
- D. Using the most emotionally striking statistics available
Why: Fact-checking and source verification before publication is the most reliable safeguard. Speed, unreviewed user content, and sensational statistics all increase the risk of spreading false information.
Q5. A viral post falsely claims a brand's product caused harm. The brand has evidence the claim is untrue. What is the most ethically sound response?
- A. Respond with aggressive attacks on the person who posted it
- B. Ignore the post entirely because responding gives it more attention
- C. Share the verified evidence calmly and transparently while addressing the concern ✓
- D. Pay accounts to post positive reviews to drown out the claim
Why: Calm, transparent communication of verified evidence addresses the concern respectfully and helps consumers make informed judgments. Aggression, silence, or manipulative tactics like paid review flooding undermine trust.
Module 6
Module 6: Algorithmic Bias in Marketing
Algorithmic Bias in Marketing
Knowledge check
Q1. What is algorithmic bias in digital marketing?
- A. When ad algorithms systematically produce unfair or skewed outcomes for certain groups of people ✓
- B. When marketers intentionally deceive consumers with false claims
- C. When search engines rank websites based on their loading speed
- D. When companies use too many keywords in their advertising copy
Why: Algorithmic bias refers to systematic and repeatable errors in automated systems that create unfair outcomes, such as favoring or excluding particular demographic groups in ad delivery or targeting.
Q2. Which of the following is a common source of bias in marketing algorithms?
- A. Real-time weather data
- B. Historical training data that reflects past discriminatory patterns ✓
- C. The color scheme of the company logo
- D. The number of employees in the marketing department
Why: Machine learning models learn from historical data. If that data reflects past discrimination or unequal treatment, the model can reproduce and amplify those patterns in future targeting decisions.
Q3. A housing ad is shown predominantly to users of one ethnicity because the ad platform's optimization learned that group clicked more often. What ethical concern does this raise?
- A. It lowers the ad's production cost
- B. It may violate fair housing principles by denying equal access to housing information ✓
- C. It improves the ad's click-through rate, which is always ethical
- D. It shows the platform is working correctly
Why: Excluding protected groups from seeing housing opportunities can constitute illegal discrimination and is ethically problematic, even if it was an unintended result of click-optimization.
Q4. What is a proxy variable in the context of algorithmic bias?
- A. A variable that is manually entered by a marketing manager
- B. A seemingly neutral data point, like ZIP code, that correlates with a protected characteristic such as race ✓
- C. A backup copy of a customer database
- D. A metric used to measure brand awareness
Why: Proxy variables appear neutral but can indirectly reintroduce discrimination. For example, ZIP code may strongly correlate with race, so using it can produce biased outcomes even when race is never explicitly used.
Q5. Which practice best helps marketers reduce algorithmic bias?
- A. Relying solely on the platform's default settings without review
- B. Auditing targeting outcomes across demographic groups and testing for disparate impact ✓
- C. Increasing ad spend to reach a larger audience faster
- D. Removing all customer data to avoid any personalization
Why: Regular audits that examine who sees and responds to ads, and checks for disparate impact across groups, help identify and correct bias. Blindly trusting defaults or simply removing all data does not address the underlying issue.
Module 7
Module 7: Ethical Frameworks for Digital Strategy
Ethical Frameworks for Digital Strategy
Knowledge check
Q1. Which ethical framework evaluates a marketing decision primarily by the outcomes it produces for the greatest number of stakeholders?
- A. Deontology
- B. Utilitarianism ✓
- C. Virtue ethics
- D. Egoism
Why: Utilitarianism judges actions by their consequences, aiming for the greatest good for the greatest number. A marketer using this framework would weigh the overall benefits and harms of a campaign across all affected audiences.
Q2. A company collects user browsing data without clearly telling users. Under a deontological perspective, what is the main concern?
- A. The data may not generate enough revenue to justify collection
- B. Collecting data without disclosure violates duties of honesty and respect for persons, regardless of the benefits ✓
- C. The practice may reduce overall market efficiency
- D. Competitors may copy the data strategy
Why: Deontology focuses on duties and rules rather than outcomes. Hiding data collection breaches the duty to be honest and to treat people as ends in themselves, so the practice is wrong even if it produces benefits.
Q3. Which term describes a digital marketing practice where companies design interfaces to trick users into actions they did not intend, such as unwanted subscriptions?
- A. Search engine optimization
- B. Dark patterns ✓
- C. Influencer seeding
- D. Programmatic bidding
Why: Dark patterns are deceptive interface designs that manipulate users, for example by making cancellation hard to find. They are widely criticized as unethical because they undermine informed consent and user autonomy.
Q4. Under virtue ethics, what would be the most appropriate question for a marketer to ask when planning a digital campaign?
- A. Is this campaign legal in every country?
- B. What would an honest, fair, and responsible professional do in this situation? ✓
- C. Will this campaign beat our competitors' click-through rates?
- D. Does this campaign follow the rules of the platform?
Why: Virtue ethics centers on character and moral excellence. It asks what a person of good character would do, emphasizing traits like honesty, fairness, and responsibility rather than only rules or results.
Q5. Which of the following is an example of the ethical principle of transparency in digital marketing?
- A. Using AI to personalize ads without labeling sponsored content
- B. Clearly labeling paid influencer posts as advertisements ✓
- C. Targeting users at moments when they are most emotionally vulnerable
- D. Repeating a product claim until audiences believe it
Why: Transparency means audiences can recognize when content is commercial and make informed judgments. Clearly labeling paid influencer posts lets consumers understand the commercial relationship behind the content.