Scio NSZ English study materials
Scio NSZ English study resources

Scio NSZ English key terms

Scio NSZ English · Get comfortable with the vocabulary.

Scientific method

A step-by-step way of gaining knowledge: observe a problem, form a testable hypothesis, run controlled experiments, analyze the results, and revise the explanation when evidence disagrees with it.

Related: Hypothesis, Variable, Peer review
Hypothesis

A precise, testable statement predicting how two or more factors are related, phrased so that observations could prove it wrong rather than merely confirm it.

Related: Scientific method, Falsifiability, Variable
Variable

Any characteristic, quantity, or condition that can differ between cases or change over time within one case, such as temperature, age, or reaction time.

Related: Independent variable, Dependent variable, Control group
Independent variable

The factor a researcher deliberately changes or selects across conditions in order to observe whether it produces an effect on the outcome being measured.

Related: Dependent variable, Variable, Confounding variable
Dependent variable

The outcome that is measured in an experiment; its value is expected to respond to changes in the factor the researcher manipulates.

Related: Independent variable, Operational definition, Variable
Control group

A comparison group that receives no treatment or a neutral treatment, so that any difference in the measured outcome can be attributed to the manipulated factor instead of chance.

Related: Randomization, Confounding variable, Variable
Randomization

Assigning participants or trials to conditions by chance, which spreads unknown differences evenly across groups and reduces the risk that results reflect pre-existing bias.

Related: Control group, Confounding variable, Sample size
Confounding variable

An unmeasured factor that is linked both to the manipulated factor and to the outcome, creating a false impression that the two are directly connected.

Related: Control group, Randomization, Correlation
Operational definition

A concrete statement of how a concept will be measured or produced in a particular study, turning an abstract idea into observable procedures other researchers could repeat.

Related: Dependent variable, Reliability, Validity
Reliability

The consistency of a measurement or procedure: repeating it under the same conditions yields similar results, whether or not it actually captures the intended concept.

Related: Validity, Operational definition, Sample size
Validity

The degree to which a measurement, test, or study design actually captures or demonstrates what it claims to, rather than something related but different.

Related: Reliability, Operational definition, Confounding variable
Correlation

A statistical relationship in which two variables tend to move together, either in the same direction or in opposite directions, without by itself establishing that one causes the other.

Related: Causation, Confounding variable, Statistical significance
Causation

A relationship in which a change in one factor genuinely produces a change in another, supported by evidence such as controlled manipulation, temporal order, and ruling out alternative explanations.

Related: Correlation, Confounding variable, Scientific method
Statistical significance

A result is statistically significant when the observed pattern is unlikely to have arisen by chance alone under a stated probability threshold, usually five percent.

Related: Sample size, Correlation, Peer review
Sample size

The number of observations or participants included in a study; larger samples generally give more stable estimates and greater ability to detect real effects.

Related: Statistical significance, Randomization, Reliability
Peer review

Evaluation of a research report by independent experts in the same field before publication, intended to catch errors, unsupported claims, and methodological weaknesses.

Related: Scientific method, Falsifiability, Statistical significance
Falsifiability

The property of a claim being stated so precisely that some conceivable observation could contradict it; claims compatible with every possible outcome are not scientifically testable.

Related: Hypothesis, Peer review, Scientific method
Replication

Repeating a study with new data, ideally by independent researchers, to check whether the original finding holds up rather than being a fluke or an artifact of one sample.

Related: Peer review, Reliability, Sample size
Empirical evidence

Information gathered through direct observation, measurement, or experiment rather than through reasoning alone, tradition, or the authority of a speaker.

Related: Scientific method, Hypothesis, Operational definition
Ethics of research

Principles governing studies involving people or animals, including informed consent, minimal harm, confidentiality, honest reporting, and review by an independent oversight body.

Related: Informed consent, Peer review, Empirical evidence
Informed consent

Agreement to take part in research given voluntarily by a person who understands the purpose, procedures, risks, and right to withdraw at any time.

Related: Ethics of research, Confidentiality, Empirical evidence
Confidentiality

The obligation to protect participants' identifying information from unauthorized access or disclosure, usually by storing data securely and reporting results in aggregate form.

Related: Informed consent, Ethics of research, Operational definition
Bias

A systematic distortion in how data are collected, analyzed, or interpreted that pushes results in a particular direction, as opposed to random error that scatters both ways.

Related: Randomization, Sampling method, Confounding variable
Sampling method

The procedure used to select which cases enter a study; random selection supports generalization to a wider population, while convenience selection often does not.

Related: Bias, Sample size, Generalization
Generalization

The inference that findings from a studied sample apply to a broader population or to other settings, which depends on how representative the sample and conditions are.

Related: Sampling method, Sample size, Bias
Socialization

The lifelong process through which people learn the norms, values, language, and skills of their society, mainly via family, school, peers, and media.

Related: Norm, Role, Culture
Culture

The shared beliefs, values, customs, symbols, and material objects that members of a group transmit across generations and use to interpret experience.

Related: Socialization, Norm, Ethnocentrism
Norm

A shared expectation about how members of a group ought to behave in a given situation, enforced informally through approval or disapproval and sometimes formally through rules.

Related: Sanction, Role, Socialization
Sanction

A reward for conforming to a norm or a penalty for violating it, ranging from informal reactions such as praise or ridicule to formal measures such as fines or imprisonment.

Related: Norm, Social control, Deviance
Role

The set of behaviors, obligations, and expectations attached to a particular social position, such as parent, student, or employee.

Related: Status, Norm, Socialization
Status

A recognized social position a person occupies, which may be assigned at birth or acquired through effort, and which carries differing prestige and expectations.

Related: Role, Social stratification, Social mobility
Social stratification

The ranking of people into hierarchical layers that differ in wealth, power, and prestige, producing unequal access to valued resources and life chances.

Related: Status, Social mobility, Social class
Social mobility

Movement of individuals or groups between positions in a stratification system, either upward or downward and either within one lifetime or across generations.

Related: Social stratification, Social class, Status
Social class

A broad grouping of people who share similar economic resources, occupations, and lifestyles, shaping opportunities, consumption patterns, and political outlooks.

Related: Social stratification, Social mobility, Status
Deviance

Behavior that violates significant social norms and therefore tends to draw disapproval, correction, or punishment from others in the group.

Related: Norm, Sanction, Social control
Social control

The mechanisms, formal and informal, by which a group encourages conformity and discourages behavior that threatens its order, including laws, schooling, and everyday disapproval.

Related: Sanction, Deviance, Norm
Ethnocentrism

Judging another culture by the standards of one's own and treating one's own as normal or superior, which often leads to misunderstanding and prejudice.

Related: Culture, Cultural relativism, Prejudice
Cultural relativism

The principle of understanding a group's beliefs and practices within its own cultural context rather than evaluating them by the standards of another culture.

Related: Ethnocentrism, Culture, Norm
Prejudice

A preconceived attitude, usually negative, toward members of a group, formed without adequate information and resistant to contrary evidence.

Related: Discrimination, Ethnocentrism, Stereotype
Discrimination

Unequal treatment of people based on their group membership, shown in hiring, housing, education, or services rather than merely in attitudes.

Related: Prejudice, Stereotype, Social stratification
Stereotype

An oversimplified, generalized image of a group that attributes the same traits to all its members and ignores variation among individuals.

Related: Prejudice, Discrimination, Culture