Trajectories of medical care expenditure in the last year of life associated with long-term care utilization in frail older adults: A retrospective cohort study
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作者:
Yoshiyuki, Noriko
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Osaka Metropolitan Univ, Sch Nursing, Dept Community Based Integrated Care Sci, Osaka, JapanOsaka Metropolitan Univ, Sch Nursing, Dept Community Based Integrated Care Sci, Osaka, Japan
Yoshiyuki, Noriko
[1
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Ishihara, Takuma
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机构:
Gifu Univ, Gifu Univ Hosp, Innovat & Clin Res Promot Ctr, Gifu, JapanOsaka Metropolitan Univ, Sch Nursing, Dept Community Based Integrated Care Sci, Osaka, Japan
Ishihara, Takuma
[2
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Kono, Ayumi
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机构:
Izumi City Municipal, Dept Hlth & Welf, Long term Care Insurance Div, Osaka, JapanOsaka Metropolitan Univ, Sch Nursing, Dept Community Based Integrated Care Sci, Osaka, Japan
Kono, Ayumi
[3
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Fukushima, Naomi
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机构:
Osaka Metropolitan Univ, Sch Nursing, Dept Community Based Integrated Care Sci, Osaka, Japan
Izumi City Municipal, Dept Hlth & Welf, Long term Care Insurance Div, Osaka, JapanOsaka Metropolitan Univ, Sch Nursing, Dept Community Based Integrated Care Sci, Osaka, Japan
Fukushima, Naomi
[1
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机构:
Miura, Takeshi
[1
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机构:
Kaneko, Katsunori
[4
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机构:
[1] Osaka Metropolitan Univ, Sch Nursing, Dept Community Based Integrated Care Sci, Osaka, Japan
[2] Gifu Univ, Gifu Univ Hosp, Innovat & Clin Res Promot Ctr, Gifu, Japan
[3] Izumi City Municipal, Dept Hlth & Welf, Long term Care Insurance Div, Osaka, Japan
[4] Osaka Metropolitan Univ, Sch Econ, Osaka, Japan
Background Medical care and long-term care utilization in the last year of life of frail older adults could be a key indicator of their quality of life. This study aimed to identify the medical care expenditure (MCE) trajectories in the last year of life of frail older adults by investigating the association between MCE and long-term care utilization in each trajectory.Methods The retrospective cohort study of three municipalities in Japan included 405 decedents (median age at death, 85 years; 189 women [46.7%]) from a cohort of 1,658 frail older adults aged >= 65 years who were newly certified as support level in the long-term care insurance program from April 2012 to March 2013. This study used long-term care and medical insurance claim data from April 2012 to March 2017. The primary outcome was MCE over the 12 months preceding death. Group-based trajectory modeling was conducted to identify the MCE trajectories. A mixed-effect model was employed to examine the association between long-term care utilization and MCE in each trajectory.Results Participants were stratified into four groups based on MCE trajectories over the 12 months preceding death as follows: rising (n = 159, 39.3%), persistently high (n = 143, 35.3%), minimal (n = 56, 13.8%), and descending (n = 47, 11.6%) groups. Home-based long-term care utilization was associated with increased MCE in the descending trajectory (coefficient, 1.48; 95% confidence interval [CI], 1.35-1.62). Facility-based long-term care utilization was associated with reduced MCE in the rising trajectory (coefficient, 0.59; 95% CI, 0.50-0.69). Both home-based (coefficient, 0.92; 95% CI, 0.85-0.99) and facility-based (coefficient; 0.53; 95% CI, 0.41-0.63) long-term care utilization were associated with reduced MCE in the persistently high trajectory.Conclusions These findings may facilitate the integration of medical and long-term care models at the end of life in frail older adults.
机构:
Emili Mira Healthcare Ctr, Geriatr Unit, Parc Salut Mar Consortium,Passeig Maritim 25-29, Barcelona 08003, Spain
Hosp del Mar Med Res Inst IMIM, Barcelona, SpainEmili Mira Healthcare Ctr, Geriatr Unit, Parc Salut Mar Consortium,Passeig Maritim 25-29, Barcelona 08003, Spain
Vallecillo, Gabriel
Anguera, Marta
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Emili Mira Healthcare Ctr, Geriatr Unit, Parc Salut Mar Consortium,Passeig Maritim 25-29, Barcelona 08003, SpainEmili Mira Healthcare Ctr, Geriatr Unit, Parc Salut Mar Consortium,Passeig Maritim 25-29, Barcelona 08003, Spain
Anguera, Marta
Martin, Noemi
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Emili Mira Healthcare Ctr, Geriatr Unit, Parc Salut Mar Consortium,Passeig Maritim 25-29, Barcelona 08003, SpainEmili Mira Healthcare Ctr, Geriatr Unit, Parc Salut Mar Consortium,Passeig Maritim 25-29, Barcelona 08003, Spain
Martin, Noemi
Robles, Maria Jose
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Hosp del Mar, Orthogeriatr Unit, Parc Salut Mar Consortium, Barcelona, SpainEmili Mira Healthcare Ctr, Geriatr Unit, Parc Salut Mar Consortium,Passeig Maritim 25-29, Barcelona 08003, Spain
机构:
Bruyere Res Inst, Ottawa, ON, Canada
Ottawa Hosp, Res Inst, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Yin, Christina Y.
Scott, Mary M.
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机构:
Ottawa Hosp, Res Inst, Ottawa, ON, Canada
Publ Hlth Agcy Canada, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Scott, Mary M.
Talarico, Robert
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机构:
Inst Clin Evaluat Sci, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Talarico, Robert
Hakimjavadi, Ramtin
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Univ Ottawa, Dept Med, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Hakimjavadi, Ramtin
Kierulf, Jackie
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N A, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Kierulf, Jackie
Webber, Colleen
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Bruyere Res Inst, Ottawa, ON, Canada
Ottawa Hosp, Res Inst, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Webber, Colleen
Hawken, Steven
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Ottawa Hosp, Res Inst, Ottawa, ON, Canada
Inst Clin Evaluat Sci, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Hawken, Steven
Moledina, Aliza
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机构:
Ottawa Hosp, Res Inst, Ottawa, ON, Canada
Univ Ottawa, Dept Med, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Moledina, Aliza
Manuel, Doug
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Bruyere Res Inst, Ottawa, ON, Canada
Ottawa Hosp, Clin Epidemiol Program, Res Inst, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Manuel, Doug
Hsu, Amy
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Bruyere Res Inst, Ottawa, ON, Canada
Univ Ottawa, Dept Family Med, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Hsu, Amy
Tanuseputro, Peter
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机构:
Inst Clin Evaluat Sci, Toronto, ON, Canada
Univ Hong Kong, Fac Med, Dept Family Med & Primary Care, Hong Kong, Peoples R ChinaBruyere Res Inst, Ottawa, ON, Canada
Tanuseputro, Peter
Fung, Celeste
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Univ Ottawa, Dept Family Med, Ottawa, ON, Canada
St Patricks Home Ottawa, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Fung, Celeste
Kaasalainen, Sharon
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McMaster Univ, Sch Nursing, Hamilton, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Kaasalainen, Sharon
Molnar, Frank
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机构:
Ottawa Hosp, Res Inst, Ottawa, ON, Canada
Univ Ottawa, Geriatr, Fac Med, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Molnar, Frank
Shamon, Sandy
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Univ Toronto, Dept Family & Community Med, Toronto, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Shamon, Sandy
Mcisaac, Daniel, I
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机构:
Ottawa Hosp, Res Inst, Ottawa, ON, Canada
Ottawa Hosp, Anesthesiol & Pain Med, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada
Mcisaac, Daniel, I
Kobewka, Daniel
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机构:
Bruyere Res Inst, Ottawa, ON, Canada
Ottawa Hosp, Res Inst, Ottawa, ON, CanadaBruyere Res Inst, Ottawa, ON, Canada