Self-rated health trajectories: A dynamic time warp analysis

Self-rated health (SRH), individuals’ overall perception of their health, is a key predictor of health events. To target disease prevention efforts, it is important to understand how SRH develops over time. The goal of this short communication is to find prototypic SRH trajectories by applying dynamic time warping, a time series comparison technique initially developed for speech recognition. Revealing prototypic SRH trajectories can help direct disease prevention efforts towards trajectories that are more likely to result in adverse health events. Based on data from a Dutch representative sam... Mehr ...

Verfasser: Brian M. Doornenbal
Renz Bakx
Dokumenttyp: Artikel
Erscheinungsdatum: 2021
Reihe/Periodikum: Preventive Medicine Reports, Vol 24, Iss , Pp 101510- (2021)
Verlag/Hrsg.: Elsevier
Schlagwörter: Self-rated health / Health trajectories / Dynamic time warping / Clustering analysis / Dutch / Medicine / R
Sprache: Englisch
Permalink: https://search.fid-benelux.de/Record/base-28985265
Datenquelle: BASE; Originalkatalog
Powered By: BASE
Link(s) : https://doi.org/10.1016/j.pmedr.2021.101510