Applied ethics topics on DSST Business Ethics and Society: HR, marketing, and environmental ethics

Applied ethics topics on DSST Business Ethics and Society (HR, marketing and advertising, environmental ethics) together carry roughly 25 to 30 percent of the exam, around 25 to 30 of 100 questions. This is the second-biggest content area after stakeholder theory and CSR; this guide walks the canonical frameworks and the regulatory anchors (Title VII, ADA, FTC, NEPA) the exam expects you to recognize.

See also the Flying Prep DSST Business Ethics and Society pillar, the sibling stakeholder theory and CSR satellite, the four ethical frameworks drill, the international and regulatory environment guide, and the 30-hour study plan.

I took DSST Business Ethics and Society for the BUS 302 slot at Thomas Edison State University. After the stakeholder and CSR block, the applied-ethics topics are where most of the remaining recognition work sits. The exam tests the three domains (HR, marketing, environment) as separate clusters with a shared expectation: identify the regulatory anchor, identify the canonical concept, and identify which ethical framework supports the answer being asked about.

Why applied ethics carries 25 to 30 percent of the exam

The pillar's content breakdown puts HR ethics at roughly 10 to 12 percent, marketing and advertising ethics at 8 to 10 percent, and environmental ethics at 6 to 8 percent. Combined, this is the second-largest cluster after stakeholder theory and CSR.

Three patterns repeat across all three domains. The regulatory anchors (Title VII, ADA, ADEA, FTC, EPA, NEPA) are testable by name and year. Each domain has its own vocabulary: disparate treatment versus disparate impact in HR, puffery versus deception in marketing, externalities and greenwashing in environmental ethics. And the four meta-ethical frameworks (utilitarianism, deontology, virtue ethics, justice) reappear across all three domains, drilled in the cross-framework synthesis at the end of this guide.

The exam stays neutral on the substantive debates. A DEI question tests whether you can identify the concept and the legal framework that governs it, not whether you support or oppose DEI. Stay neutral. Identify the framework or the statute being asked about.

Ethics in HR (roughly 10 to 12 percent)

HR ethics is the largest applied-topics slice. The exam tests it through three layers: anti-discrimination statutes, hiring and workplace-practice ethics, and the at-will employment doctrine plus its exceptions.

Anti-discrimination statutes

The five federal statutes below are the canonical set. The exam tests them by name, year, protected class, and key concept. Recognition is the unit; memorize the table.

Act	Year	Protected class or scope	Key concept
Equal Pay Act	1963	Sex (men and women in same workplace)	Equal pay for equal work; same establishment
Title VII of the Civil Rights Act	1964	Race, color, religion, sex, national origin	Disparate treatment and disparate impact; BFOQ defense
Age Discrimination in Employment Act (ADEA)	1967	Workers 40 and older	Bans age-based hiring, firing, and benefits discrimination
Pregnancy Discrimination Act	1978	Pregnant workers (amends Title VII)	Pregnancy treated as a temporary disability for benefits and leave
Americans with Disabilities Act (ADA)	1990	Qualified individuals with disabilities	Reasonable accommodation; undue hardship defense

Two distinctions the exam tests directly.

Disparate treatment versus disparate impact. Disparate treatment is intentional discrimination: a manager refuses to hire women for a sales role. Disparate impact is a facially neutral policy that produces a discriminatory result: a height requirement that disqualifies most female applicants without a job-related justification. Both are actionable under Title VII; the proof structure differs.

Bona fide occupational qualification (BFOQ). A narrow defense to disparate treatment when sex, religion, or national origin is genuinely necessary for the job. A women's locker-room attendant role can require a female attendant; an airline pilot role cannot require male pilots. Race is never a BFOQ. The exam tests the narrowness of the defense, not the policy debate.

The federal agency that enforces Title VII, ADEA, ADA, and the Equal Pay Act is the U.S. Equal Employment Opportunity Commission (EEOC). The exam tests recognition of the EEOC by name.

Hiring and workplace ethics

Beyond the statutory anchors, the exam tests practitioner-level concepts.

• Structured versus unstructured interviews. Structured interviews ask each candidate the same questions in the same order. They produce more defensible hiring decisions because they reduce the role of implicit bias and the disparate-impact exposure of free-form judgment.
• Background checks, drug testing, and references. Permitted with consent and within statutory limits. The Fair Credit Reporting Act regulates background-check procedures; the ADA limits pre-offer medical inquiries; many states regulate drug testing.
• Social media screening. Permitted but risky. Profiles often reveal protected-class membership (race, religion, age, disability, pregnancy) an employer otherwise would not see, which raises disparate-treatment exposure.
• Workplace privacy and monitoring. Employers can monitor employer-owned systems and equipment; privacy expectations on personal devices and personal time are stronger. The General Data Protection Regulation (GDPR) in the EU and the California Consumer Privacy Act (CCPA) in California set the high-water mark for employee data rights; both are tested at recognition level.

At-will employment and its exceptions

The default rule in most U.S. states is at-will employment: an employer may terminate an employee at any time for any reason that is not illegal, and the employee may quit at any time. The exam tests three judicially recognized exceptions.

1. Public policy exception. An employer may not fire an employee for refusing to violate the law, for reporting illegal activity, or for exercising a statutory right (filing a workers' compensation claim, serving on a jury).
2. Implied contract exception. Employee handbooks, hiring documents, or verbal assurances can create an implied contract that limits at-will termination. A handbook stating "termination only for cause" can be enforceable.
3. Good faith and fair dealing exception. A minority of states recognize a covenant requiring employers to act in good faith, prohibiting terminations done to deprive employees of earned benefits (a salesperson fired the week before a commission vests).

Whistleblowing, discipline, harassment, and DEI

Whistleblowing. Internal reports concerns inside the organization (compliance hotline, board audit committee); external reports to regulators or the press. The two federal protections the exam tests are the Sarbanes-Oxley Act (SOX, 2002), which protects public-company employees reporting securities fraud, and the Dodd-Frank Act (2010), which strengthens SOX and provides bounty awards (10 to 30 percent of recovered funds) for SEC whistleblowers. The ethical justification rests on competing duties: loyalty to the employer versus duty to prevent serious harm to third parties.

Progressive discipline is a documented sequence (verbal warning, written warning, suspension, termination) that establishes just cause (a documented, work-related reason) and due process (notice and an opportunity to respond).

Sexual harassment is tested in two named forms. Quid pro quo ties employment outcomes (hiring, promotion, retention) to submission to sexual advances. Hostile work environment is unwelcome conduct severe or pervasive enough to alter working conditions, evaluated under a reasonable person standard; coworker conduct can create employer liability if the employer knew or should have known and failed to act.

Diversity, equity, and inclusion (DEI) is tested at recognition level: representation in hiring and promotion, equitable access to opportunities, inclusive workplace culture, and the legal debate around reverse-discrimination claims under Title VII. The exam tests the named concepts, not the policy merits.

Ethics in marketing and advertising (roughly 8 to 10 percent)

Marketing ethics is the second-largest applied slice. The exam tests it through three layers: deceptive versus permitted advertising, pricing and product ethics, and FTC enforcement.

Deceptive advertising and puffery

The line the exam tests directly is between deception (actionable) and puffery (permitted).

Claim type	Permitted?	Example
Puffery (subjective superlatives no reasonable consumer would take as factual)	Yes	"The world's best cup of coffee"; "Tastes amazing"
Specific factual claim that is true and substantiated	Yes	"Reduces cavities by 25 percent in clinical trials" (with study backing)
Specific factual claim that is false or unsubstantiated	No (deceptive)	"Reduces cavities by 25 percent" (without backing)
Misleading omission (true statements that mislead by leaving out material facts)	No (deceptive)	"Free trial" without disclosing auto-renewal billing
Bait-and-switch (advertised offer unavailable, customer steered to higher-priced item)	No (deceptive)	Advertised sale price out of stock at every visit
Hidden fees (price advertised without unavoidable mandatory charges)	No (deceptive)	"$99 ticket" plus a $40 mandatory service fee at checkout

The doctrine the exam tests: puffery is permitted because no reasonable consumer treats it as factual; specific factual claims are not puffery and must be substantiated. The Federal Trade Commission (FTC) imposes a substantiation requirement: an advertiser must have a reasonable basis for any objective claim before it runs. Recognition of the substantiation requirement is testable directly.

Pricing and product ethics

The exam tests the named practices.

• Predatory pricing: setting prices below cost to drive competitors out, then raising prices once they exit. Generally illegal under antitrust law when recoupment is plausible.
• Price-fixing: competitors agreeing on prices. A per se antitrust violation under the Sherman Act.
• Price discrimination: charging different prices to different buyers for the same product. Restricted by the Robinson-Patman Act when it harms competition.
• Dynamic pricing and surge pricing: algorithmic price changes based on demand. Permitted but raises fairness concerns the exam tests at the framework level (utilitarian efficiency versus distributive justice).

Product safety obligations include the implied warranty of merchantability (the product is fit for ordinary use), strict liability (a manufacturer is liable for harm caused by defective products regardless of fault), and the duty to issue recalls when a defect is discovered. The exam tests recognition of each concept by name.

Targeting, privacy, and endorsements

• Vulnerable populations. Targeting children, the elderly, low-income consumers, or financially distressed individuals raises ethical exposure beyond what targeting the general public does. Children's advertising is additionally regulated by the Children's Online Privacy Protection Act (COPPA).
• Dark patterns. User-interface designs that manipulate consumers into choices against their interest (pre-checked subscription boxes, hidden cancellation paths). The FTC has increased enforcement on dark patterns.
• Data collection, cookies, and tracking. Consumer-data practices are regulated by GDPR in the EU and CCPA in California. Both create rights to access, delete, and opt out of data sale. Recognition of both is testable directly.
• FTC Endorsement Guides. Require material connections (payment, free product, family relationship) between an endorser and a brand to be disclosed. The rule applies to celebrity endorsements, influencer marketing on social platforms, and native advertising. Native advertising must be identified as paid placement; an article-format ad that reads as editorial coverage is deceptive unless clearly labeled.

Environmental ethics (roughly 6 to 8 percent)

The smallest applied slice but still 6 to 8 questions on a 100-question exam. The exam tests it through three layers: federal statutes, business sustainability practices, and the economic and ethical framing.

Federal statutes and agencies

The exam tests the named statutes at recognition level. Memorize the table.

Act	Year	Scope
National Environmental Policy Act (NEPA)	1970	Requires federal agencies to assess environmental impact of major federal actions; created the environmental impact statement (EIS)
Clean Air Act	1970 (major amendments 1990)	Federal air-pollution regulation; National Ambient Air Quality Standards
Clean Water Act	1972	Federal water-pollution regulation; permits for discharges into navigable waters
Resource Conservation and Recovery Act (RCRA)	1976	Hazardous-waste management from cradle to grave
Toxic Substances Control Act (TSCA)	1976	Federal regulation of industrial chemicals
Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA / Superfund)	1980	Cleanup of contaminated sites; strict, joint, and several liability for responsible parties

The federal agency that enforces most of these is the U.S. Environmental Protection Agency (EPA). NEPA is administered through the Council on Environmental Quality and individual agencies; the EPA enforces the substantive pollution statutes.

Sustainable business practices

The exam tests recognition of the named practice categories.

• Carbon accounting: measuring and reporting greenhouse-gas emissions across scopes 1 (direct), 2 (purchased electricity), and 3 (supply chain).
• Energy efficiency: reducing energy intensity per unit of output.
• Waste reduction and circular economy: designing products and processes to minimize waste, recover materials, and reuse them as inputs.
• Sustainable sourcing: procurement that accounts for environmental and social impact upstream.

Greenwashing is marketing communication that overstates a firm's actual environmental performance. The FTC's Green Guides set substantiation requirements for environmental claims (recyclable, biodegradable, carbon-neutral); claims without scientific backing or with material qualifications buried in fine print are deceptive. The exam tests the term in scenario form: a firm running a national net-zero advertising campaign while continuing high-emissions operations is greenwashing.

Externalities, commons, justice, and ESG

• Externalities are costs or benefits of a transaction borne by parties not involved in it. Pollution is the canonical negative externality. Pigouvian taxes and cap-and-trade systems are the named policy responses.
• The tragedy of the commons (Garrett Hardin, 1968) describes the depletion of shared resources when individual users each act in self-interest. Ocean fisheries and common pastures are the canonical examples.
• Intergenerational equity is the duty current generations owe to future generations. Climate policy is the canonical case: present consumption imposes costs on people who do not yet exist.
• Environmental justice addresses the unequal distribution of environmental burdens (pollution sites, refineries, waste facilities) on marginalized communities. Recognition only.
• ESG investing integrates Environmental, Social, and Governance factors into investment decisions. ESG differs from CSR in audience: ESG is communicated to investors as a basis for capital allocation; CSR is communicated to the broader public.

How the four ethical frameworks apply across the three domains

The cross-framework synthesis is what bundles the applied-ethics block with the four-frameworks block on the exam. The same scenario can be analyzed through each lens. The full breakdown of the four frameworks lives in the sibling four ethical frameworks drill. Use the table below to lock in the cross-domain pattern.

Framework	HR application	Marketing application	Environmental application
Utilitarianism (greatest good for greatest number)	Does the HR policy produce the greatest aggregate welfare across employees, the firm, and society? Cost-benefit analysis of a hiring rule.	Does the advertising produce net consumer welfare? Targeted advertising defended as efficient matching.	Does the environmental policy maximize total welfare across present and future generations? Cost-benefit of emissions reduction.
Deontology (rules and duties regardless of outcome)	Are there universal duties owed to every employee: dignity, due process, equal consideration? Title VII protections framed as duty-based.	Is there a universal duty not to deceive, regardless of whether deception would produce benefit? Substantiation requirement framed as duty.	Are there universal duties not to harm or to protect non-consenting parties (neighbors, future generations)? Pollution framed as a rights violation.
Virtue ethics (character-based reasoning)	Would a manager of integrity behave this way? Is the workplace cultivating character traits the firm values?	Would a marketer of integrity make this claim? Is the marketing department's culture honest?	Would a firm of integrity make these environmental decisions? Is the firm's leadership stewarding resources well?
Justice and fairness (Rawls, distributive justice)	Is the distribution of pay, promotion, and discipline fair across protected groups? Pay-equity analysis as a justice question.	Is the distribution of advertising harms and benefits fair across vulnerable populations? Targeting low-income consumers framed as a fairness question.	Is the distribution of environmental burdens fair across communities and generations? Environmental justice framed in Rawlsian terms.

The exam tests this pattern in two forms. The first is direct: identify which framework supports a given conclusion. The second is comparative: identify the framework that produces a different conclusion from the one the question describes. Both reward the same skill: recognize the framework, do not argue it.

Memorization sequence for the applied-ethics block

A 60-minute drill that locks in the 25 to 30 percent block. Run this once in mid-prep and again in the final week. The drill is write-from-memory; the exam tests recognition under cold-start conditions, and durable recognition is built by retrieval, not re-reading.

1. Minutes 0 to 12: the five HR statutes. Write each act, year, protected class, and key concept (Equal Pay 1963, Title VII 1964, ADEA 1967, Pregnancy 1978, ADA 1990). Add disparate treatment versus disparate impact and BFOQ.
2. Minutes 12 to 22: hiring, workplace, at-will, whistleblowing. Write the structured-interview rationale. Write the three at-will exceptions (public policy, implied contract, good faith). Write SOX 2002 and Dodd-Frank 2010 as the two whistleblower statutes. Write quid pro quo and hostile work environment with the reasonable-person standard.
3. Minutes 22 to 35: marketing ethics. Write the puffery-versus-deception line. Write the FTC substantiation requirement. Write predatory pricing, price-fixing, price discrimination, and dynamic pricing. Write implied warranty of merchantability and strict liability. Write GDPR (EU) and CCPA (California) as the two named consumer-privacy regimes. Write the FTC Endorsement Guides disclosure rule.
4. Minutes 35 to 47: environmental statutes and concepts. Write NEPA 1970, Clean Air 1970, Clean Water 1972, RCRA 1976, TSCA 1976, CERCLA 1980. Write EPA as the enforcing agency. Write externalities, tragedy of the commons (Hardin 1968), intergenerational equity, environmental justice, and greenwashing.
5. Minutes 47 to 55: cross-framework drill. Write the four frameworks down the left side of a page. Write the three domains (HR, marketing, environment) across the top. Fill in one application per cell, twelve total. The grid is the integration the exam tests.
6. Minutes 55 to 60: scenario practice. Write five short scenarios (one HR, one marketing, two environmental, one cross-domain) and for each identify (a) the statute or regulator involved, (b) the canonical concept, (c) the ethical framework the question is testing.

If you cannot write the five HR statutes or the six environmental statutes after a week of prep, you only recognize them in a textbook. The official DANTES DSST Business Ethics and Society fact sheet confirms the content outline. The Markkula Center for Applied Ethics maintains free primers on each of these applied-ethics topics. For the universal DSST test-day mechanics, see how DSST exams actually work.