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The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion

Overview of attention for article published in Behavior Research Methods, September 2015
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3 X users

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161 Dimensions

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220 Mendeley
Title
The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion
Published in
Behavior Research Methods, September 2015
DOI 10.3758/s13428-015-0651-7
Pubmed ID
Authors

Scott A. Crossley, Kristopher Kyle, Danielle S. McNamara

Abstract

This study introduces the Tool for the Automatic Analysis of Cohesion (TAACO), a freely available text analysis tool that is easy to use, works on most operating systems (Windows, Mac, and Linux), is housed on a user's hard drive (rather than having an Internet interface), allows for the batch processing of text files, and incorporates over 150 classic and recently developed indices related to text cohesion. The study validates TAACO by investigating how its indices related to local, global, and overall text cohesion can predict expert judgments of text coherence and essay quality. The findings of this study provide predictive validation of TAACO and support the notion that expert judgments of text coherence and quality are either negatively correlated or not predicted by local and overall text cohesion indices, but are positively predicted by global indices of cohesion. Combined, these findings provide supporting evidence that coherence for expert raters is a property of global cohesion and not of local cohesion, and that expert ratings of text quality are positively related to global cohesion.

X Demographics

X Demographics

The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 220 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 1 <1%
Unknown 219 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 55 25%
Student > Master 17 8%
Student > Bachelor 17 8%
Researcher 16 7%
Professor 11 5%
Other 36 16%
Unknown 68 31%
Readers by discipline Count As %
Linguistics 49 22%
Computer Science 26 12%
Social Sciences 23 10%
Psychology 21 10%
Engineering 8 4%
Other 18 8%
Unknown 75 34%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 27 March 2019.
All research outputs
#16,720,137
of 25,371,288 outputs
Outputs from Behavior Research Methods
#1,538
of 2,524 outputs
Outputs of similar age
#162,066
of 286,441 outputs
Outputs of similar age from Behavior Research Methods
#20
of 44 outputs
Altmetric has tracked 25,371,288 research outputs across all sources so far. This one is in the 32nd percentile – i.e., 32% of other outputs scored the same or lower than it.
So far Altmetric has tracked 2,524 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 8.1. This one is in the 35th percentile – i.e., 35% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 286,441 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 40th percentile – i.e., 40% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 44 others from the same source and published within six weeks on either side of this one. This one is in the 47th percentile – i.e., 47% of its contemporaries scored the same or lower than it.