Jones, I and Cocker, F and Jose, MD and Charleston, MA and Neil, A, Methods of analyzing patterns of multimorbidity using network analysis: a scoping review protocol, JBI Evidence Synthesis ISSN 2689-8381 (2021) [Refereed Article]
Copyright 2021 JBI
Objective: The purpose of this review is to summarize the techniques used for network analysis of multimorbidity to inform development of a standard methodology.
Introduction: There is a growing trend of using network analysis to investigate relationships between chronic illnesses in people with multimorbidities. However, there is currently no recommended approach to calculating and displaying networks of chronic health conditions. This review intends to summarize the current literature to further the development of a standard methodology.
Inclusion criteria: Studies will be included if they investigated the relationships between multiple chronic health conditions without referring to an index condition, using network analysis techniques. Studies using both survey and administrative data will be included. Studies including biological or genomic data sets will not be included as they are out of scope.
Methods: Databases searched will include PubMed (MEDLINE), Science Direct, Scopus, and PsycINFO. All relevant publications will be included provided they were published before October 2020. Publications from all languages will be included where an appropriate translation in English can be obtained. Data extracted will include country of origin, type of data used, measure of association, software used, and notes on any specific points of methodological interest relevant to the review question.
|Item Type:||Refereed Article|
|Keywords:||epidemiology, network analysis, multimorbidity, comorbidity, multimorbidity, network analysis|
|Research Division:||Health Sciences|
|Research Field:||Epidemiological methods|
|Objective Group:||Public health (excl. specific population health)|
|Objective Field:||Disease distribution and transmission (incl. surveillance and response)|
|UTAS Author:||Jones, I (Ms Imogen Jones)|
|UTAS Author:||Cocker, F (Dr Fiona Cocker)|
|UTAS Author:||Jose, MD (Professor Matthew Jose)|
|UTAS Author:||Charleston, MA (Professor Michael Charleston)|
|UTAS Author:||Neil, A (Associate Professor Amanda Neil)|
|Web of Science® Times Cited:||1|
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