Literature DB >> 31165621

A Visual Aid and Objective Rule Encompassing the Data Features of Visual Analysis.

Rumen Manolov1, Kimberly J Vannest2.   

Abstract

Visual analysis of single-case research is commonly described as a gold standard, but it is often unreliable. Thus, an objective tool for applying visual analysis is necessary, as an alternative to the Conservative Dual Criterion, which presents some drawbacks. The proposed free web-based tool enables assessing change in trend and level between two adjacent phases, while taking data variability into account. The application of the tool results in (a) a dichotomous decision regarding the presence or absence of an immediate effect, a progressive or delayed effect, or an overall effect and (b) a quantification of overlap. The proposal is evaluated by applying it to both real and simulated data, obtaining favorable results. The visual aid and the objective rules are expected to make visual analysis more consistent, but they are not intended as a substitute for the analysts' judgment, as a formal test of statistical significance, or as a tool for assessing social validity.

Entities:  

Keywords:  single-case design; trend; variability; visual aid; visual analysis

Year:  2019        PMID: 31165621     DOI: 10.1177/0145445519854323

Source DB:  PubMed          Journal:  Behav Modif        ISSN: 0145-4455


  4 in total

1.  Validity and Reliability Analysis of the PlotDigitizer Software Program for Data Extraction from Single-Case Graphs.

Authors:  Orhan Aydin; Muhammed Yasin Yassikaya
Journal:  Perspect Behav Sci       Date:  2021-03-31

2.  Quantitative Techniques and Graphical Representations for Interpreting Results from Alternating Treatment Design.

Authors:  Rumen Manolov; René Tanious; Patrick Onghena
Journal:  Perspect Behav Sci       Date:  2021-05-13

3.  Machine Learning to Analyze Single-Case Data: A Proof of Concept.

Authors:  Marc J Lanovaz; Antonia R Giannakakos; Océane Destras
Journal:  Perspect Behav Sci       Date:  2020-01-21

4.  Agreement between visual inspection and objective analysis methods: A replication and extension.

Authors:  Tessa Taylor; Marc J Lanovaz
Journal:  J Appl Behav Anal       Date:  2022-04-27
  4 in total

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