Trajectory Modelling Techniques Useful to Epidemiological Research: A Comparative Narrative Review of Approaches
Dove Press ; Dove, 2020
academicJournal
Zugriff:
Hermine Lore Nguena Nguefack,1 M Gabrielle Pagé,2,3 Joel Katz,4 Manon Choinière,2,3 Alain Vanasse,5,6 Marc Dorais,7 Oumar Mallé Samb,1 Anaïs Lacasse1 1Département des Sciences de la santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, Québec, Canada; 2Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, Québec, Canada; 3Département d’anesthésiologie et de médecine de la douleur, Faculté de médecine, Université de Montréal, Montréal, Québec, Canada; 4Department of Psychology, Faculty of Health, York University, Toronto, Ontario, Canada; 5Département de médecine de famille et de médecine d’urgence, Faculté de médecine et des sciences de la santé, Université de Sherbrooke, Sherbrooke, Québec, Canada; 6Centre de recherche du Centre hospitalier Universitaire de Sherbrooke (CRCHUS), Sherbrooke, Québec, Canada; 7StatSciences Inc., Notre-Dame-de-lL’île-Perrot, Québec, CanadaCorrespondence: Anaïs LacasseDépartement des sciences de la santé, Université du Québec en Abitibi-Témiscamingue (UQAT), 445, Boul. de l’Université, Rouyn-Noranda (Qc) J9X 5E4, Québec, CanadaTel +1 819 762 0971, 2722Email lacassea@uqat.caAbstract: Trajectory modelling techniques have been developed to determine subgroups within a given population and are increasingly used to better understand intra- and inter-individual variability in health outcome patterns over time. The objectives of this narrative review are to explore various trajectory modelling approaches useful to epidemiological research and give an overview of their applications and differences. Guidance for reporting on the results of trajectory modelling is also covered. Trajectory modelling techniques reviewed include latent class modelling approaches, ie, growth mixture modelling (GMM), group-based trajectory modelling (GBTM), latent class analysis (LCA), and latent transition analysis (LTA). A parallel is drawn to other individual-centered statistical approaches such as cluster analysis (CA) and sequence analysis (SA). . ...
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Trajectory Modelling Techniques Useful to Epidemiological Research: A Comparative Narrative Review of Approaches
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Autor/in / Beteiligte Person: | Nguena Nguefack,Hermine Lore ; Pagé,M Gabrielle ; Katz,Joel ; Choinière,Manon ; Vanasse,Alain ; Dorais,Marc ; Samb,Oumar Mallé ; Lacasse,Anaïs |
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Veröffentlichung: | Dove Press ; Dove, 2020 |
Medientyp: | academicJournal |
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