Readiness Checks

9-question readiness check for Foundations & Ethics Frameworks.

1. Q1. The Belmont Report (1979) names three core ethical principles for research involving human subjects. Which set is correct?

   • Respect for persons, beneficence, justice
   • Autonomy, confidentiality, fidelity
   • Beneficence, non-maleficence, utility
   • Equality, liberty, solidarity

2. Q2. Beauchamp & Childress's four principles of biomedical ethics are:

   • Autonomy, beneficence, non-maleficence, justice
   • Respect, beneficence, justice, solidarity
   • Autonomy, confidentiality, consent, equity
   • Liberty, utility, fairness, dignity

3. Q3. Public health ethics differs from individual clinical bioethics primarily because it:

   • Prioritizes population-level health and prevention, sometimes constraining individual liberty for collective benefit
   • Ignores individual rights entirely
   • Applies only to infectious disease
   • Replaces autonomy with paternalism in every case

4. Q4. Kass's (2001) six-step public health ethics framework begins by asking:

   • What are the public health goals of the proposed program?
   • Who will pay for the intervention?
   • Is the intervention legal?
   • What does the public want?

5. Q5. A utilitarian justification for a public health policy rests on:

   • Maximizing aggregate welfare — the greatest good for the greatest number
   • Honoring duties regardless of outcomes
   • Treating individual rights as inviolable trumps
   • Following established religious doctrine

6. Q6. A deontological (Kantian) objection to burdening one small group to benefit the majority is that it may:

   • Treat persons merely as means rather than as ends in themselves
   • Always produce less total welfare
   • Violate a specific statute
   • Cost too much money

7. Q7. 'Non-maleficence' most precisely means the duty to:

   • Avoid causing harm
   • Actively produce benefit
   • Tell the truth
   • Distribute resources fairly

8. Q8. Procedural justice in public health decision-making emphasizes:

   • Transparent, inclusive, and accountable processes for reaching decisions
   • Guaranteeing identical health outcomes for everyone
   • Maximizing administrative efficiency above all else
   • Deferring entirely to a single expert's authority

9. Q9. Which best illustrates the precautionary principle?

   • Acting to reduce a plausible serious threat before full scientific certainty is available
   • Waiting for complete evidence before taking any action
   • Choosing the cheapest available intervention
   • Always deferring to individual preference

9-question readiness check for Vaccine Mandates & Autonomy.

1. Q1. The strongest ethical justification for a vaccine mandate appeals to:

   • Preventing harm to others, e.g., herd immunity protecting those who cannot be vaccinated
   • Increasing vaccine-manufacturer profits
   • Punishing people who decline vaccination
   • Reducing administrative paperwork

2. Q2. 'Herd immunity' refers to:

   • Indirect protection of susceptible individuals once a high enough proportion of a population is immune
   • Immunity that always lasts a lifetime
   • Immunity that can only be acquired through natural infection
   • Immunity in farm animals

3. Q3. A genuine medical exemption to vaccination is ethically distinct from a personal-belief exemption because it:

   • Is based on a clinical contraindication where the vaccine poses a specific individual risk
   • Is cheaper to administer
   • Requires no documentation
   • Applies automatically to everyone

4. Q4. The 'least restrictive alternative' principle holds that, when achievable, public health should prefer:

   • The intervention that achieves the goal with the smallest infringement on liberty
   • The most coercive option to ensure full compliance
   • Taking no action at all
   • The cheapest option regardless of effectiveness

5. Q5. Valid informed consent for vaccination requires all of the following EXCEPT:

   • A guarantee that the patient will experience no side effects
   • Disclosure of material risks and benefits
   • The patient's voluntary agreement
   • Adequate decision-making capacity

6. Q6. Respect for autonomy is best described as:

   • Respect for a competent person's right to make informed decisions about their own body
   • The right to do anything without any consequence
   • Freedom from all health regulation
   • An obligation to follow the clinician's recommendation

7. Q7. In a UAE hospital requiring vaccination for frontline healthcare workers, the central ethical tension is between:

   • Individual autonomy and the duty to protect vulnerable patients
   • Hospital profit and loss
   • Religion versus science, necessarily
   • Federal versus local statute only

8. Q8. A mandate offering no exemptions and using criminal penalties would most likely fail which step of Kass's framework?

   • Minimizing burdens and choosing the least restrictive means
   • Identifying the public health goal
   • Assessing program effectiveness
   • Defining the target population

9. Q9. Conscientious objection to vaccination carries more ethical weight when it:

   • Reflects a sincere, articulable moral or religious conviction rather than misinformation
   • Is based on an unverified social-media post
   • Happens to be shared by a majority
   • Is simply more convenient for the individual

9-question readiness check for Resource Allocation & Justice.

1. Q1. During a ventilator shortage, a pure 'first-come, first-served' rule is criticized because it:

   • Can disadvantage those with less access to early care and ignores likelihood of benefit
   • Is too computationally complex
   • Is intentionally designed to favor the wealthy
   • Always saves the most lives

2. Q2. The triage goal of 'saving the most lives' is an expression of which ethical orientation?

   • Utilitarian maximization of benefit
   • Strict deontology
   • Libertarianism
   • Virtue ethics

3. Q3. Allocating scarce care by ability to pay most directly violates which principle?

   • Justice (fair distribution)
   • Autonomy
   • Non-maleficence
   • Fidelity

4. Q4. The 'fair innings' argument in allocation holds that:

   • Everyone is entitled to a normal lifespan, giving some priority to the young who have lived less
   • Older patients should always be treated first
   • Treatment should be assigned at random
   • Only a patient's social value should count

5. Q5. Using 'social worth' criteria (e.g., occupation or perceived contribution) to allocate care is widely rejected because it:

   • Embeds bias and undermines the equal moral worth of persons
   • Is too objective and measurable
   • Always saves the most lives
   • Is legally mandated

6. Q6. Rawls's 'difference principle' would justify social or economic inequalities only if they:

   • Benefit the least advantaged members of society
   • Maximize total aggregate wealth
   • Reward the most talented individuals
   • Are chosen by majority vote

7. Q7. Pre-established Crisis Standards of Care are ethically preferable to ad hoc bedside rationing because they:

   • Provide transparent, consistent, pre-agreed criteria applied equally across patients
   • Remove all clinician judgment from care
   • Guarantee that everyone receives treatment
   • Are simply cheaper to run

8. Q8. Procedural fairness in allocation (accountability for reasonableness) includes all of the following EXCEPT:

   • Keeping the criteria secret to prevent people gaming the system
   • Publicity and transparency of the criteria
   • Consistency in applying the criteria
   • An appeals or review mechanism

9. Q9. Equity-weighting an allocation — for example prioritizing historically underserved neighborhoods for vaccine supply — is justified primarily by:

   • Distributive justice aimed at reducing unfair, avoidable health disparities
   • Maximizing program revenue
   • Political popularity
   • Administrative simplicity

9-question readiness check for Pandemic Response.

1. Q1. Quarantine and isolation are both ethically justified mainly by the aim of:

   • Preventing onward transmission to protect others
   • Punishing the people affected
   • Gathering surveillance data
   • Saving administrative costs

2. Q2. The reciprocity principle in pandemic ethics holds that when society imposes burdens such as quarantine, it should:

   • Support those burdened with income, food, healthcare, and job protection
   • Ignore their resulting hardship
   • Charge them a compliance fee
   • Publicly disclose their identities

3. Q3. Mandatory isolation orders are most ethically defensible when they are:

   • Necessary, proportionate, least-restrictive, and time-limited
   • Indefinite and not subject to review
   • Selectively applied to one ethnic or national group
   • Based on rumor rather than evidence

4. Q4. Healthcare workers' 'duty to care' during an outbreak is ethically balanced by institutions' reciprocal duty to:

   • Provide adequate protective equipment and reasonable safeguards
   • Withhold hazard pay
   • Publicize individual clinicians' errors
   • Impose unlimited mandatory overtime

5. Q5. Transparent risk communication during a pandemic requires:

   • Honesty about uncertainty rather than false reassurance
   • Withholding bad news to prevent panic
   • Sharing only good news
   • Using technical jargon to seem authoritative

6. Q6. In a UAE desert-heat mass-gathering with simultaneous heat-illness and outbreak risk, an ethical triage plan should:

   • Integrate proportionate measures addressing both hazards while protecting vulnerable groups
   • Ignore heat illness to focus only on infection
   • Prioritize VIP attendees
   • Suspend all medical care

7. Q7. Digital contact tracing raises which primary ethical concern?

   • Privacy and the proportionality of surveillance
   • Smartphone battery life
   • Application visual design
   • Download speed

8. Q8. 'Sunset clauses' on emergency powers are ethically important because they:

   • Ensure extraordinary measures remain temporary and subject to renewed review
   • Make emergency laws permanent
   • Remove the need for accountability
   • Speed up enforcement indefinitely

9. Q9. Travel restrictions or border closures become ethically problematic mainly when they:

   • Impose serious burdens on others without evidence of effectiveness or fair application
   • Are grounded in current evidence
   • Are proportionate to the threat
   • Are transparent and reviewable

9-question readiness check for AI & Data Ethics.

1. Q1. Algorithmic bias in a clinical risk-prediction tool most often arises from:

   • Training data that reflect historical inequities or unrepresentative populations
   • Using too much mathematics
   • Running on fast computers
   • Being released as open source

2. Q2. A widely cited 2019 study found that a US healthcare algorithm under-referred Black patients because it used which biased proxy for medical need?

   • Healthcare cost or spending
   • Resting blood pressure
   • Patient age alone
   • Postal code alone

3. Q3. 'Explainability' in health AI matters ethically because:

   • Clinicians and patients need to understand and be able to contest decisions affecting care
   • It always makes models run faster
   • It is legally optional everywhere
   • It necessarily reduces accuracy

4. Q4. The principle of 'data minimization' states that systems should:

   • Collect only the data necessary for the stated purpose
   • Collect as much data as technically possible
   • Never collect any data
   • Sell data to fund research

5. Q5. Seeking 'broad consent' for unspecified future research uses of health data is ethically contested because:

   • Participants cannot foresee all future uses, which strains the meaning of informed consent
   • It is universally illegal
   • It is too narrow to be useful
   • It guarantees permanent anonymity

6. Q6. De-identified health data can still pose a privacy risk because:

   • Re-identification is sometimes possible by linking it with other datasets
   • It is encrypted at rest
   • It has been permanently deleted
   • It is entirely fictional

7. Q7. Different formal fairness metrics for an algorithm (e.g., equal false-negative rates across groups) can conflict, which means:

   • It is often mathematically impossible to satisfy all fairness definitions at once
   • Fairness is always trivially easy to achieve
   • A single metric fits every situation
   • Fairness is irrelevant to algorithm design

8. Q8. When an AI clinical tool contributes to patient harm, ethical accountability should rest with:

   • The humans and institutions that design, deploy, and oversee it
   • The algorithm itself, as a moral agent
   • No one, since software made the decision
   • The patient who was harmed

9. Q9. Deploying an AI chatbot for mental-health triage in the UAE's multilingual population raises which key ethical issue?

   • Cultural and linguistic validity, plus safe escalation to human clinicians
   • Choice of on-screen font size
   • Physical location of the server only
   • No notable ethical issues

9-question readiness check for Equity & Access.

1. Q1. 'Health equity' is best defined as:

   • The absence of unfair and avoidable differences in health across populations
   • Everyone receiving exactly identical treatment
   • Equal health spending per person
   • A guarantee of identical health outcomes for all

2. Q2. Which of the following is NOT a social determinant of health?

   • A person's inherited blood type
   • Income and education
   • Housing and neighborhood conditions
   • Access to healthcare services

3. Q3. The 'inverse care law' states that:

   • The availability of good care tends to vary inversely with the need of the population served
   • More care always improves health outcomes
   • Care is naturally distributed according to need
   • Wealthy areas always have the worst care

4. Q4. Directing more resources to the worst-off rather than spreading them evenly reflects which position?

   • Prioritarianism
   • Strict equality
   • Libertarianism
   • Pure utilitarian aggregation

5. Q5. Migrant workers' access to health services in the Gulf context raises which ethical priority?

   • Ensuring equitable access regardless of nationality or labor status
   • Restricting care strictly to citizens
   • Charging the highest possible fees
   • Disregarding language and literacy needs

6. Q6. Cultural competence in care delivery primarily aims to:

   • Provide effective, respectful care responsive to patients' diverse beliefs and languages
   • Assume all patients are essentially alike
   • Replace established clinical standards
   • Reduce costs as the main goal

7. Q7. A vaccine program described as 'available to all' may still be inequitable if:

   • Structural barriers such as transport, time off work, or information block uptake for some groups
   • It is offered free of charge
   • It is widely publicized
   • It operates from multiple sites

8. Q8. Marmot's principle of 'proportionate universalism' recommends:

   • Universal action with intensity proportionate to the level of need
   • Services offered only to the poorest
   • Exactly identical services for everyone
   • Abolishing universal services entirely

9. Q9. Evaluating whether a public health program actually advanced equity requires:

   • Disaggregating outcome data by relevant subgroups
   • Reporting only the overall average
   • Concealing subgroup results
   • Measuring program cost alone