2021
DOI: 10.1186/s12877-021-02308-5
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Factors associated with long-term care certification in older adults: a cross-sectional study based on a nationally representative survey in Japan

Abstract: Background Long-term care (LTC) prevention is a pressing concern in ageing societies. To understand the risk factors of LTC, it is vital to consider psychological and social factors in addition to physical factors. Owing to a lack of relevant data, we aimed to investigate the social, physical and psychological factors associated with LTC using large-scale, nationally representative data to identify a high-risk population for LTC in terms of multidimensional frailty. … Show more

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Cited by 11 publications
(6 citation statements)
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“…| 499 LTC certification. [25][26][27] Third, we re-quantified the cumulative dose of drugs with sedative or anticholinergic properties using the calculation formula of the Drug Burden Index. 22 Fourth, to further reduce potential bias due to reverse causality, we excluded prescriptions during the 18 months preceding the index month (i.e.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…| 499 LTC certification. [25][26][27] Third, we re-quantified the cumulative dose of drugs with sedative or anticholinergic properties using the calculation formula of the Drug Burden Index. 22 Fourth, to further reduce potential bias due to reverse causality, we excluded prescriptions during the 18 months preceding the index month (i.e.…”
Section: Discussionmentioning
confidence: 99%
“…First, we controlled for baseline comorbidity measured by the Charlson Comorbidity Index instead of a list of 22 medical diagnoses 24 . Second, we added baseline psychiatric services and antidepressant use as covariates to control for possible confounding by indication: older adults with chronic mental health conditions, depression or dementia with behavioral problems might have a greater risk of receiving drugs with sedative or anticholinergic properties and LTC certification 25–27 . Third, we re‐quantified the cumulative dose of drugs with sedative or anticholinergic properties using the calculation formula of the Drug Burden Index 22 .…”
Section: Methodsmentioning
confidence: 99%
“…We need to examine the trajectory of KCL scores in individuals who were certified to need LTC by 75 years of age, although older age is associated with LTC need certification. 28 Additionally, our study was conducted in a small city in a rural area with heavy snowfall in Japan. Therefore, making generalizations should be made cautiously.…”
Section: Discussionmentioning
confidence: 99%
“…For example, other comorbidities (e.g., dementia and stroke) and social factors are reportedly associated with the incidence of disability. 25 , 26 ) We could not obtain this information because this study was retrospective and used health examination data from the local government. Third, our results might have underestimated the incidence of disability since it is a factor that is strongly associated with death.…”
Section: Discussionmentioning
confidence: 99%