1.Characteristics of Business Conditions of Small-Scale Multifunctional In-home Nursing Care Facilities: Secondary Analysis with Text Mining
Kenji AWAMURA ; Manabu NII ; Rika WATANABE ; Eiko NAKANISHI ; Masashi MANABE ; Takanori KAWANO ; Kuniko HAGA ; Makiko MUYA ; Reiko SAKASHITA ; Hiroshi ONO
An Official Journal of the Japan Primary Care Association 2023;46(4):132-141
Introduction: The purpose of this study was to clarify the relationship between the available service information on small-scale multifunctional in-home nursing care (KANTAKI) and its operational status via text mining.Methods: We obtained nationwide textual information on KANTAKI from the Nursing Care Service Information Disclosure System and the Ministry of Health, Labour, and Welfare, and analyzed the characteristics of the word usage using KH Coder. The number of users and employees and the implementation of services were compared among the facilities that used terms relating to medical dependency and end-of-life care, which are KANTAKI characteristics, and with other facilities.Results: The facilities that used terms relating to medical dependency and end-of-life care showed significantly more users requiring nursing care level 5 and more full-time nursing staff than those not using such terms. Moreover, regarding service provision, the rate of procedures was significantly higher in 11 of 12 items, except for stoma.Conclusion: The facilities that use terms relating to medical dependency and end-of-life care in their information have more users and provide a greater variety of services. In the future, educational support is required to enable facility managers to understand the services and translate them into their work.
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