correlational

Thân thiện

A scientist examines a correlational graph of temperature and ice cream sales.

Definition

1. Adjective:
   • Relating to or employing correlation: Describing something that involves, concerns, or uses the statistical or conceptual relationship between two or more variables, where changes in one are associated with changes in another.

Usage Examples

• Adjective:
  • The study used a correlational design to examine the link between sleep duration and academic performance.
  • These findings are purely correlational; they do not prove that one factor causes the other.

Advanced Usage

• Correlational analysis: A statistical method used to measure the strength and direction of a relationship between variables.
  • The researchers conducted a correlational analysis on the survey data.
• Correlational research/study: A type of non-experimental research method that investigates relationships between variables without manipulating them.
  • Most of the initial evidence on this topic comes from correlational studies.

Variants and Related Words

• Correlate (verb): To have a mutual relationship or connection.
  • Stress levels often correlate with workload.
• Correlation (noun): A mutual relationship or connection between two or more things.
  • There is a strong positive correlation between exercise and health.
• Correlative (adjective & noun): Having a mutual relationship; corresponding. (Often used in grammar or logic).
  • "Either" and "or" are correlative conjunctions.

Synonyms

• Associational: Pertaining to a connection or link.
• Relational: Concerning the way in which two or more things are connected.

Notes on Meaning

• Key Distinction: A correlational relationship indicates an association but does not, by itself, establish causation. It is a fundamental concept in statistics and research methodology, contrasting with experimental designs.

Học thuật

Adjective

1. relating to or employing correlation