Public Health Data, Behavioral Sciences, and Health Law

Comprehensive vocabulary flashcards covering public health data sources, communication biases, behavioral science theories, and foundational health law and bioethics principles.

Health Communications

The study and practice of collecting, compiling, and presenting data, as well as addressing how individuals perceive, combine, and use information to make health decisions.

Misinformation

Information that is believed by the user to be accurate, but is actually false.

Disinformation

False information that is spread intentionally.

Single Cases

A public health data source used to report a new disease, unusual condition, and potential spread.

Vital Statistics

Legally required records, such as birth, marriage, and death certificates, compiled to track demographic shifts and determine leading causes of death.

Survey Sampling

The collection of public health data from representative subgroups to draw broad conclusions about larger populations.

Reportable Diseases

Data systems that rely on institutional or laboratory reporting rather than individual clinicians to identify changes and disease trends over time.

Sentinel Monitoring

A surveillance approach used for real-time monitoring and early warnings of unrecognized events, requiring preexisting knowledge of disease patterns.

Adverse Event Reports

Data reporting mechanisms utilized to identify unusual or unanticipated negative occurrences related to drugs or vaccines.

Syndromic Surveillance

A surveillance method that detects unexpected changes using clinical symptoms to provide early warning when no definitive disease diagnosis exists.

Population Health Status Measures

Standardized summary measurements, such as infant mortality rate and life expectancy, calculated using birth records, death records, and census data to assess a population's overall health.

Under-Five Mortality Rate

A population health indicator reflecting the rate of child deaths before reaching age $5$, after which survival into adulthood becomes significantly more likely.

Life Expectancy

A statistical measure summarizing overall population mortality, widely used to make health comparisons across nations and large groups.

Health-Adjusted Life Expectancy (HALE)

A measure of the expected years of full health an individual will live, calculated by multiplying life expectancy at birth by a quality-of-health measure, with scores below $8\%$ considered poor and above $90\%$ considered good.

Disability-Adjusted Life Years (DALYs)

A measure calculating the overall burden of disease and total years lost due to ill-health, disability, or premature mortality.

Dread Effect

A perceptual bias where hazards that are gruesome or horrific elicit greater public fear than common everyday hazards.

Uncontrollability Effect

A cognitive factor leading individuals to perceive hazards outside of their personal control as far more threatening than controlled risks.

Unfamiliarity Effect

A perceptual bias where individuals experience heightened fear toward risks or scenarios with which they have no prior experience or familiarity.

Decision Analysis

combines data on the benefits and harms of various choices to guide health interventions.

Utility Scale

A measurement scale used in decision analysis to gauge the value and importance of different health outcomes, where $1$ represents full health.

Inform of Decisions

A decision-making approach where clinicians make medical choices directly on behalf of patients based on their assessment of the patient's best interest.

Informed Consent

A clinical process wherein the healthcare provider informs the patient regarding a procedure's risks and benefits to obtain formal permission before proceeding.

Shared Decision-Making

A collaborative clinical process where the clinician and the patient work cooperatively to choose a course of action.

Long Shot Effect

A risk-taking attitude or behavior that shapes an individual's prevention and treatment choices when attempting to balance harms and potential benefits.

Social Solidarity

An Emile Durkheim concept describing how the interaction and interdependence of individuals build cohesion and hold a society together.

Division of Labor

A social framework where in different parties establish shared expectations for economic productivity through cooperation.

Socioeconomic Status

A measure of an individual's or family's economic and social standing, determined by family income, occupation, and education level.

Socioeconomic Gradient

The observed public health phenomenon where individuals with higher socioeconomic standing consistently experience better health outcomes.

Gini Index

A statistical metric used to calculate economic inequality across populations.

Precontemplation

The initial stage in the Stages of Change model where an individual has not yet considered altering their behavior.

Contemplation

The stage of behavior change in which an individual evaluates the benefits, barriers, and severity associated with a particular behavior change.

Preparation

The phase of the Stages of Change model centered on developing a concrete plan of action for changing a behavior.

Action

The stage of the Stages of Change model where overt behavioral modification takes place, often incorporating external support.

Maintenance

The final stage of the Stages of Change model where a newly adopted behavior becomes a permanent habit through sustained education and practice.

Health Belief Model

An intrapersonal behavioral theory proposing that individuals modify their health behavior based on perceived consequences, benefits of action, action prompts, and self-efficacy.

Theory of Planned Behavior

A behavioral theory stating that an individual's likelihood of adopting a health behavior change is primarily driven by their intention to perform it.

Social Learning Theory

A theory describing how individuals learn behaviors by observing others, combining behavioral, environmental, and personal factors.

Social Marketing

The application of commercial marketing techniques to encourage adoption of beneficial health products, practices, and behaviors.

Bioethics

The field concerned with applying ethical principles, morals, and values to potential areas of conflict within healthcare and biomedical science.

Police Power

The legal authority granted to state governments enabling them to pass legislation and take administrative actions to protect community health and safety.

Negative Constitution

The constitutional principle that the U.S. Constitution permits governmental action but does not mandate the provision of healthcare services or public health protections.

Interstate Commerce Clause

A clause in the U.S. Constitution providing the federal government with the legal authority to levy taxes, spend funds, and regulate commerce across state lines.

Substantive Due Process

A legal principle ensuring that governmental acts do not unjustifiably infringe upon an individual's fundamental personal rights.

Procedural Due Process

The constitutional requirement mandating established legal procedures be followed before a government entity can deprive a person of a right.

Constitutional Law

The foundational category of law establishing governmental structure, powers, and the fundamental rights of individuals.

Legislative Statutes

Formal laws drafted, debated, and enacted by elected legislative bodies.

Administrative Regulations

Detailed day-to-day operational guidelines and safety regulations established by administrative agencies to implement statutory mandates.

Judicial Law

The body of law formed through judicial interpretations and rulings rendered when settling legal disputes in court.

Authoritative Decision

A formal determination made by an individual or agency possessing legitimate legal or administrative authority.

Market Justice

A philosophy that treats healthcare as an economic good and emphasizes individual personal responsibility for health.

No-Duty Principle

The general common-law principle establishing that healthcare providers hold no affirmative legal obligation to provide care to patients in non-emergency situations.

Self-Imposed Risk

A health risk that an individual knowingly, consciously, and voluntarily takes on through personal actions.

Imposed Risk

A health or safety risk affecting individuals and populations that lies outside of their direct personal control.

Belmont Report

A landmark foundational bioethics document establishing the core principles of respect for persons, beneficence, and justice, leading to the creation of Institutional Review Boards (IRBs).

Utilitarianism

An ethical philosophy positing that public policies and actions must aim to produce the greatest net benefit for the largest number of people.

Communitarianism

An ethical framework holding that societal actions and health policies should reflect and reinforce the shared principles and values of a virtuous community life.

Positive Rights

Legal or social entitlements guaranteeing that an individual has the right to receive a specific service, good, or benefit.

upstream

fixing the root cause for poor health

midstream

helping individuals choose healthy paths

down stream

treating illness after it happens through medical care