Missing Oral Health-Related Data in the interRAI-HC - Associations with Selected Variables of General Health and the Effect of Multiple Imputation on the Relationship between Oral and General Health

被引:9
|
作者
Krausch-Hofmann, Stefanie [1 ]
Bogaerts, Kris [2 ,3 ]
Hofmann, Michael [4 ]
Mello, Johanna de Almeida [5 ]
Moreira, Nadia Cristina Favaro [6 ]
Lesaffre, Emmanuel [2 ,3 ]
Declerck, Dominique [1 ]
Declercq, Anja [5 ]
Duyck, Joke [6 ]
机构
[1] Katholieke Univ Leuven, Populat Studies Oral Hlth, Dept Oral Hlth Sci, Leuven, Belgium
[2] Katholieke Univ Leuven, Dept Publ Hlth & Primary Care, Leuven, Belgium
[3] Katholieke Univ Leuven, Hasselt Univ I BioStat, Leuven, Belgium
[4] Katholieke Univ Leuven, Res Grp Expt Otorhinolaryngol, Dept Neurosci, Leuven, Belgium
[5] Katholieke Univ Leuven, Ctr Care Res & Consultancy, LUCAS, Leuven, Belgium
[6] Katholieke Univ Leuven, Biomat, Dept Oral Hlth Sci, Leuven, Belgium
来源
PLOS ONE | 2015年 / 10卷 / 12期
关键词
MINIMUM DATA SET; COGNITIVE PERFORMANCE SCALE; DEPRESSION RATING-SCALE; NURSING-HOME RESIDENTS; CHEWING PROBLEMS; CARE; ABILITY; ADULTS; PART; NEED;
D O I
10.1371/journal.pone.0146065
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Missing data within the comprehensive geriatric assessment of the interRAI suite of assessment instruments potentially imply the under-detection of conditions that require care as well as the risk of biased statistical results. Impaired oral health in older individuals has to be registered accurately as it causes pain and discomfort and is related to the general health status. Objective This study was based on interRAI-Home Care (HC) baseline data from 7590 subjects (mean age 81.2 years, SD 6.9) in Belgium. It was investigated if missingness of the oral health-related items was associated with selected variables of general health. It was also determined if multiple imputation of missing data affected the associations between oral and general health. Materials and Methods Multivariable logistic regression was used to determine if the prevalence of missingness in the oral health-related variables was associated with activities of daily life (ADLH), cognitive performance (CPS2) and depression (DRS). Associations between oral health and ADLH, CPS2 and DRS were determined, with missing data treated by 1. the complete-case technique and 2. by multiple imputation, and results were compared. Results The individual oral health-related variables had a similar proportion of missing values, ranging from 16.3% to 17.2%. The prevalence of missing data in all oral health-related variables was significantly associated with symptoms of depression dental prosthesis use OR 1.66, CI 1.41-1.95; damaged teeth OR 1.74, CI 1.48-2.04; chewing problems OR 1.74, CI 1.47-2.05; dry mouth OR 1.65, CI 1.40-1.94). Missingness in damaged teeth OR 1.27, CI 1.08-1.48), chewing problems OR 1.22, CI 1.04-1.44) and dry mouth OR 1.23, CI 1.05-1.44) occurred more frequently in cognitively impaired subjects. ADLH was not associated with the prevalence of missing data. When comparing the complete-case technique with the multiple imputation approach, nearly identical odds ratios characterized the associations between oral and general health. Conclusion Cognitively impaired and depressive individuals had a higher risk of missing oral health-related information. Associations between oral health and ADLH, CPS2 and DRS were not influenced by multiple imputation of missing data. Further research should concentrate on the mechanisms that mediate the occurrence of missingness to develop preventative strategies.
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页数:9
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