Scio NSZ English key terms
Scio NSZ English · Get comfortable with the vocabulary.
- Scientific method
- Related: Hypothesis, Variable, Peer review
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.
- Hypothesis
- Related: Scientific method, Falsifiability, Variable
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.
- Variable
- Related: Independent variable, Dependent variable, Control group
Any characteristic, quantity, or condition that can differ between cases or change over time within one case, such as temperature, age, or reaction time.
- Independent variable
- Related: Dependent variable, Variable, Confounding 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.
- Dependent variable
- Related: Independent variable, Operational definition, Variable
The outcome that is measured in an experiment; its value is expected to respond to changes in the factor the researcher manipulates.
- Control group
- Related: Randomization, Confounding variable, Variable
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.
- Randomization
- Related: Control group, Confounding variable, Sample size
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.
- Confounding variable
- Related: Control group, Randomization, Correlation
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.
- Operational definition
- Related: Dependent variable, Reliability, Validity
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.
- Reliability
- Related: Validity, Operational definition, Sample size
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.
- Validity
- Related: Reliability, Operational definition, Confounding variable
The degree to which a measurement, test, or study design actually captures or demonstrates what it claims to, rather than something related but different.
- Correlation
- Related: Causation, Confounding variable, Statistical significance
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.
- Causation
- Related: Correlation, Confounding variable, Scientific method
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.
- Statistical significance
- Related: Sample size, Correlation, Peer review
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.
- Sample size
- Related: Statistical significance, Randomization, Reliability
The number of observations or participants included in a study; larger samples generally give more stable estimates and greater ability to detect real effects.
- Peer review
- Related: Scientific method, Falsifiability, Statistical significance
Evaluation of a research report by independent experts in the same field before publication, intended to catch errors, unsupported claims, and methodological weaknesses.
- Falsifiability
- Related: Hypothesis, Peer review, Scientific method
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.
- Replication
- Related: Peer review, Reliability, Sample size
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.
- Empirical evidence
- Related: Scientific method, Hypothesis, Operational definition
Information gathered through direct observation, measurement, or experiment rather than through reasoning alone, tradition, or the authority of a speaker.
- Ethics of research
- Related: Informed consent, Peer review, Empirical evidence
Principles governing studies involving people or animals, including informed consent, minimal harm, confidentiality, honest reporting, and review by an independent oversight body.
- Informed consent
- Related: Ethics of research, Confidentiality, Empirical evidence
Agreement to take part in research given voluntarily by a person who understands the purpose, procedures, risks, and right to withdraw at any time.
- Confidentiality
- Related: Informed consent, Ethics of research, Operational definition
The obligation to protect participants' identifying information from unauthorized access or disclosure, usually by storing data securely and reporting results in aggregate form.
- Bias
- Related: Randomization, Sampling method, Confounding variable
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.
- Sampling method
- Related: Bias, Sample size, Generalization
The procedure used to select which cases enter a study; random selection supports generalization to a wider population, while convenience selection often does not.
- Generalization
- Related: Sampling method, Sample size, Bias
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.
- Socialization
- Related: Norm, Role, Culture
The lifelong process through which people learn the norms, values, language, and skills of their society, mainly via family, school, peers, and media.
- Culture
- Related: Socialization, Norm, Ethnocentrism
The shared beliefs, values, customs, symbols, and material objects that members of a group transmit across generations and use to interpret experience.
- Norm
- Related: Sanction, Role, Socialization
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.
- Sanction
- Related: Norm, Social control, Deviance
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.
- Role
- Related: Status, Norm, Socialization
The set of behaviors, obligations, and expectations attached to a particular social position, such as parent, student, or employee.
- Status
- Related: Role, Social stratification, Social mobility
A recognized social position a person occupies, which may be assigned at birth or acquired through effort, and which carries differing prestige and expectations.
- Social stratification
- Related: Status, Social mobility, Social class
The ranking of people into hierarchical layers that differ in wealth, power, and prestige, producing unequal access to valued resources and life chances.
- Social mobility
- Related: Social stratification, Social class, Status
Movement of individuals or groups between positions in a stratification system, either upward or downward and either within one lifetime or across generations.
- Social class
- Related: Social stratification, Social mobility, Status
A broad grouping of people who share similar economic resources, occupations, and lifestyles, shaping opportunities, consumption patterns, and political outlooks.
- Deviance
- Related: Norm, Sanction, Social control
Behavior that violates significant social norms and therefore tends to draw disapproval, correction, or punishment from others in the group.
- Social control
- Related: Sanction, Deviance, Norm
The mechanisms, formal and informal, by which a group encourages conformity and discourages behavior that threatens its order, including laws, schooling, and everyday disapproval.
- Ethnocentrism
- Related: Culture, Cultural relativism, Prejudice
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.
- Cultural relativism
- Related: Ethnocentrism, Culture, Norm
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.
- Prejudice
- Related: Discrimination, Ethnocentrism, Stereotype
A preconceived attitude, usually negative, toward members of a group, formed without adequate information and resistant to contrary evidence.
- Discrimination
- Related: Prejudice, Stereotype, Social stratification
Unequal treatment of people based on their group membership, shown in hiring, housing, education, or services rather than merely in attitudes.
- Stereotype
- Related: Prejudice, Discrimination, Culture
An oversimplified, generalized image of a group that attributes the same traits to all its members and ignores variation among individuals.