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Related Concept Videos

Language and Cognition01:27

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Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
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Biological organization is the classification of biological structures, ranging from atoms at the bottom of the hierarchy to the Earth's biosphere. Each level of the hierarchy represents an increase in complexity that builds upon the previous level.
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Effective communication is the foundation of a good organization. Communication is the lifeblood of an organization that connects the group with messages. In an organization, communication occurs in upward, downward, and horizontal lines. Downward communication travels from the administrative and senior levels to the staff through official channels such as manuals, rules and regulations, and organizational charts. Staff members initiate upward communication, which is addressed to executives and...
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Related Experiment Video

Updated: Apr 25, 2026

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Computational analyses of multilevel discourse comprehension.

Arthur C Graesser1, Danielle S McNamara

  • 1Department of Psychology, University of Memphis.

Topics in Cognitive Science
|August 29, 2014
PubMed
Summary

This study introduces a multilevel framework for discourse comprehension, detailing five levels and a tool, Coh-Metrix, to measure them. Coh-Metrix aids researchers in understanding text complexity beyond traditional measures.

Keywords:
CoherenceCohesionComputational linguisticsDiscourse processesSemanticsText comprehension

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Area of Science:

  • Cognitive Psychology
  • Computational Linguistics
  • Educational Technology

Background:

  • Discourse comprehension is a complex process involving multiple levels of understanding.
  • Existing text difficulty measures often fail to capture the nuances of multilevel comprehension.
  • A comprehensive framework is needed to analyze discourse effectively.

Purpose of the Study:

  • To propose a multilevel framework for discourse comprehension, encompassing five distinct levels.
  • To introduce Coh-Metrix, an automated tool for measuring discourse at multiple levels.
  • To demonstrate the utility of Coh-Metrix in advancing discourse theory and educational practice.

Main Methods:

  • Development of a multilevel framework including surface code, textbase, situation model, genre/rhetorical structure, and pragmatic communication.
  • Creation of the Coh-Metrix tool to quantify dozens of discourse measures across the first four levels.
  • Application of Coh-Metrix to analyze published studies on text cohesion and to compare narrative and science texts.

Main Results:

  • Coh-Metrix successfully measured text cohesion and identified extraneous variables in studies, clarifying manipulation effects.
  • Analyses revealed limitations of traditional text difficulty measures in accounting for multilevel discourse features.
  • The tool provides objective, scalable data for understanding discourse comprehension mechanisms.

Conclusions:

  • The proposed five-level framework provides a comprehensive model for discourse comprehension.
  • Coh-Metrix offers a valuable automated solution for researchers to measure and analyze discourse at multiple levels.
  • This approach enhances the understanding of text complexity and comprehension, with implications for education and research.