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- W2055375057 abstract "Research on the prevention and management of chronic illnesses involves understanding changes in complex and interrelated aspects of each individual. To capture these changes or to control for them, nursing and health research needs to be longitudinal. However, there are a number of potential pitfalls in analyzing longitudinal data from a chronically ill population. This paper will examine four major pitfalls: selection of time points, measurement, choosing appropriate statistical procedures, and missing values. Although the frequency of data collection is often driven primarily by practical concerns, it will affect the results. In addition, outcome measures may capture different constructs at different points in times. Traditional analysis techniques often have assumptions about data characteristics that are violated in clinical populations. Missing values are common in research with chronically ill individuals because of problems of subject retention and because individuals have frequent medical complications. Solutions to these pitfalls are also discussed." @default.
- W2055375057 created "2016-06-24" @default.
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- W2055375057 date "2010-03-01" @default.
- W2055375057 modified "2023-09-25" @default.
- W2055375057 title "Potential Pitfalls in Collecting and Analyzing Longitudinal Data From Chronically Ill Populations" @default.
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- W2055375057 doi "https://doi.org/10.1053/j.nainr.2009.12.003" @default.
- W2055375057 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/2826814" @default.
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- W2055375057 hasPublicationYear "2010" @default.
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