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Dry eye is a multifactorial disease which would require a broad spectrum of test measures in the monitoring of its treatment and diagnosis. However, studies have typically reported improvements in individual measures with treatment. Alternative approaches involve multiple, combined outcomes being assessed by different statistical analyses. In order to assess the effect of various statistical approaches to the use of single and combined test measures in dry eye, this review reanalyzed measures from two previous studies (osmolarity, evaporation, tear turnover rate, and lipid film quality). These analyses assessed the measures as single variables within groups, pre- and post-intervention with a lubricant supplement, by creating combinations of these variables and by validating these combinations with the combined sample of data from all groups of dry eye subjects. The effectiveness of single measures and combinations in diagnosis of dry eye was also considered.

作者:Alan, Tomlinson;Mario, Hair;Angus, McFadyen

来源:The ocular surface 2013 年 11卷 4期

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作者:
Alan, Tomlinson;Mario, Hair;Angus, McFadyen
来源:
The ocular surface 2013 年 11卷 4期
标签:
ANCOVA ANOVA Analysis of covariance Analysis of variance EVAP Evaporation rate HPMC Hydroxypropyl methylcellulose KMO Kaiser-Meyer-Olkin (measure of sampling adequacy) Lipid film quality OSM Osmolarity TFI TTR Tear turnover rate dry eye outcome measures statistical analysis tear physiology
Dry eye is a multifactorial disease which would require a broad spectrum of test measures in the monitoring of its treatment and diagnosis. However, studies have typically reported improvements in individual measures with treatment. Alternative approaches involve multiple, combined outcomes being assessed by different statistical analyses. In order to assess the effect of various statistical approaches to the use of single and combined test measures in dry eye, this review reanalyzed measures from two previous studies (osmolarity, evaporation, tear turnover rate, and lipid film quality). These analyses assessed the measures as single variables within groups, pre- and post-intervention with a lubricant supplement, by creating combinations of these variables and by validating these combinations with the combined sample of data from all groups of dry eye subjects. The effectiveness of single measures and combinations in diagnosis of dry eye was also considered.