Recent Advances in Group-Based Trajectory Modeling for Clinical Research
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Publication type: Journal Article
Publication date: 2024-07-12
scimago Q1
wos Q1
SJR: 8.021
CiteScore: 33.1
Impact factor: 16.5
ISSN: 15485943, 15485951
PubMed ID:
38382118
General Medicine
Clinical Psychology
Psychiatry and Mental health
Abstract
Group-based trajectory modeling (GBTM) identifies groups of individuals following similar trajectories of one or more repeated measures. The categorical nature of GBTM is particularly well suited to clinical psychology and medicine, where patients are often classified into discrete diagnostic categories. This review highlights recent advances in GBTM and key capabilities that remain underappreciated in clinical research. These include accounting for nonrandom subject attrition, joint trajectory and multitrajectory modeling, the addition of the beta distribution to modeling options, associating trajectories with future outcomes, and estimating the probability of future outcomes. Also discussed is an approach to selecting the number of trajectory groups.
Expected final online publication date for the Annual Review of Clinical Psychology, Volume 20 is May 2024. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
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Metrics
100
Total citations:
100
Citations from 2024:
95
(96.94%)
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GOST
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Nagin D. S. et al. Recent Advances in Group-Based Trajectory Modeling for Clinical Research // Annual Review of Clinical Psychology. 2024. Vol. 20. No. 1. pp. 285-305.
GOST all authors (up to 50)
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Nagin D. S., Jones B. L., Elmer J. Recent Advances in Group-Based Trajectory Modeling for Clinical Research // Annual Review of Clinical Psychology. 2024. Vol. 20. No. 1. pp. 285-305.
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RIS
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TY - JOUR
DO - 10.1146/annurev-clinpsy-081122-012416
UR - https://www.annualreviews.org/content/journals/10.1146/annurev-clinpsy-081122-012416
TI - Recent Advances in Group-Based Trajectory Modeling for Clinical Research
T2 - Annual Review of Clinical Psychology
AU - Nagin, Daniel S.
AU - Jones, Bobby L.
AU - Elmer, Jonathan
PY - 2024
DA - 2024/07/12
PB - Annual Reviews
SP - 285-305
IS - 1
VL - 20
PMID - 38382118
SN - 1548-5943
SN - 1548-5951
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2024_Nagin,
author = {Daniel S. Nagin and Bobby L. Jones and Jonathan Elmer},
title = {Recent Advances in Group-Based Trajectory Modeling for Clinical Research},
journal = {Annual Review of Clinical Psychology},
year = {2024},
volume = {20},
publisher = {Annual Reviews},
month = {jul},
url = {https://www.annualreviews.org/content/journals/10.1146/annurev-clinpsy-081122-012416},
number = {1},
pages = {285--305},
doi = {10.1146/annurev-clinpsy-081122-012416}
}
Cite this
MLA
Copy
Nagin, Daniel S., et al. “Recent Advances in Group-Based Trajectory Modeling for Clinical Research.” Annual Review of Clinical Psychology, vol. 20, no. 1, Jul. 2024, pp. 285-305. https://www.annualreviews.org/content/journals/10.1146/annurev-clinpsy-081122-012416.