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suddengains: an R package to identify sudden gains in longitudinal data

Abstract:

Sudden gains are large and stable changes on an outcome variable between consecutive measurements, for example during a psychological intervention with multiple sessions. Researching these occurrences could help understand individual change processes in longitudinal data. Tang and DeRubeis (1999) suggested three criteria to define sudden gains in psychological interventions. However, identifying sudden gains based on these criteria can be time consuming and prone to errors if not fully automa...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1371/journal.pone.0230276

Authors


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Institution:
University of Oxford
Division:
MSD
Department:
Experimental Psychology
Sub department:
Experimental Psychology
Role:
Author
ORCID:
0000-0003-1991-282X
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
Experimental Psychology
Sub department:
Experimental Psychology
Role:
Author
ORCID:
0000-0003-2851-1315
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
Experimental Psychology
Sub department:
Experimental Psychology
Role:
Author
ORCID:
0000-0002-8742-0192
More from this funder
Name:
Wellcome Trust
Grant:
102176
069777
200976
More from this funder
Name:
Mental Health Research UK
Funder identifier:
http://dx.doi.org/10.13039/100009981
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Name:
NIHR Oxford Biomedical Research Centre
More from this funder
Name:
Oxford Biomedical Research Centre
Publisher:
Public Library of Science
Journal:
PLoS One More from this journal
Volume:
15
Issue:
3
Article number:
e0230276
Publication date:
2020-03-09
Acceptance date:
2020-02-28
DOI:
ISSN:
1932-6203
Language:
English
Keywords:
Pubs id:
1059988
Local pid:
pubs:1059988
Deposit date:
2020-03-01

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