Change in a Claims-Based Frailty Index, Mortality, and Health Care Costs in Medicare Beneficiaries
被引:13
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作者:
Shi, Sandra Miao
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机构:
Hebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
Beth Israel Deaconess Med Ctr, Div Gerontol, Boston, MA USAHebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
Shi, Sandra Miao
[1
,2
]
Steinberg, Nessa
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Hebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USAHebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
Steinberg, Nessa
[1
]
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Oh, Gahee
[1
]
Olivieri-Mui, Brianne
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Hebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USAHebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
Olivieri-Mui, Brianne
[1
]
Sison, Stephanie
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机构:
Beth Israel Deaconess Med Ctr, Div Gerontol, Boston, MA USAHebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
Sison, Stephanie
[2
]
McCarthy, Ellen P.
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机构:
Beth Israel Deaconess Med Ctr, Div Gen Med, Boston, MA USA
Northeastern Univ, Roux Inst, Bouve Coll Hlth Sci, Boston, MA USAHebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
McCarthy, Ellen P.
[3
,4
]
Kim, Dae Hyun
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机构:
Hebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
Beth Israel Deaconess Med Ctr, Div Gerontol, Boston, MA USAHebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
Kim, Dae Hyun
[1
,2
]
机构:
[1] Hebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, MPH 1200 Ctr St, Boston, MA 02131 USA
[2] Beth Israel Deaconess Med Ctr, Div Gerontol, Boston, MA USA
[3] Beth Israel Deaconess Med Ctr, Div Gen Med, Boston, MA USA
[4] Northeastern Univ, Roux Inst, Bouve Coll Hlth Sci, Boston, MA USA
来源:
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES
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2023年
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78卷
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07期
关键词:
Frailty;
Healthcare costs;
Medicare claims;
D O I:
10.1093/gerona/glad010
中图分类号:
R592 [老年病学];
C [社会科学总论];
学科分类号:
03 ;
0303 ;
100203 ;
摘要:
Background A claims-based frailty index (CFI) allows measurement of frailty on a population scale. Our objective was to examine the association of changes in CFI over 12 months with mortality and Medicare costs. Methods We used a 5% sample of fee-for-service Medicare beneficiaries. We estimated CFI (range: 0-1; nonfrail [<0.20], mildly frail [0.20-0.29], moderately-to-severely frail [>= 0.35]) on January 1, 2015 and January 1, 2016. Beneficiaries were categorized as having a large decrease (-<0.045), small decrease (-<= 0.045-0.015), stable (+/- 0.015), small increase (>0.015-0.045), or large increase (>0.045). We used Cox proportional hazards model to estimate hazard ratio (HR) for mortality adjusting for age, sex, and 2015 CFI value and compared total Medicare costs from January 1, 2016 to December 31, 2016. Results The study population included 995 664 beneficiaries (mean age 77 years, 56.8% female). In nonfrail (n = 906 046), HR (95% confidence interval [CI]) ranged from 0.71 (0.67-0.75) for a large decrease to 2.75 (2.68-2.33) for a large increase. In moderate-to-severely frail beneficiaries (n = 16 527), the corresponding HR (95% CI) ranged from 0.63 (0.57-0.70) to 1.21 (1.06-1.38). The mean total Medicare cost per member per year (standard deviation) was from $12 149 ($83 508) in nonfrail beneficiaries to $61 155 ($345 904) in moderate-to-severely frail beneficiaries. Conclusions One-year changes in CFI are associated with elevated mortality risk and health care costs across all levels of frailty.
机构:
Massachusetts Eye & Ear Infirm, Dept Ophthalmol, 243 Charles St, Boston, MA 02114 USAJohns Hopkins Univ Hosp, Wilmer Eye Inst, Baltimore, MD USA
Kang, Joyce
Parikh, Ayush A.
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机构:
Massachusetts Eye & Ear Infirm, Dept Ophthalmol, 243 Charles St, Boston, MA 02114 USA
Harvard Med Sch, Boston, MA USAJohns Hopkins Univ Hosp, Wilmer Eye Inst, Baltimore, MD USA
Parikh, Ayush A.
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Oh, Gahee
Glynn, Robert J.
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机构:
Harvard TH Chan Sch Publ Hlth, Boston, MA USA
Brigham & Womens Hosp, Boston, MA USAJohns Hopkins Univ Hosp, Wilmer Eye Inst, Baltimore, MD USA
Glynn, Robert J.
Friedman, David S.
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机构:
Massachusetts Eye & Ear Infirm, Dept Ophthalmol, 243 Charles St, Boston, MA 02114 USA
Harvard Med Sch, Boston, MA USAJohns Hopkins Univ Hosp, Wilmer Eye Inst, Baltimore, MD USA
Friedman, David S.
Kim, Dae Hyun
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Boston, MA USA
Hebrew SeniorLife, Marcus Inst Aging Res, Boston, MA USAJohns Hopkins Univ Hosp, Wilmer Eye Inst, Baltimore, MD USA
Kim, Dae Hyun
Zebardast, Nazlee
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h-index: 0
机构:
Massachusetts Eye & Ear Infirm, Dept Ophthalmol, 243 Charles St, Boston, MA 02114 USA
Harvard Med Sch, Boston, MA USAJohns Hopkins Univ Hosp, Wilmer Eye Inst, Baltimore, MD USA
机构:
St Louis Univ, Coll Publ Hlth & Social Justice, St Louis, MO 63103 USA
St Louis Univ, 3545 Lafayette Ave,Room 362, St Louis, MO 63104 USASt Louis Univ, Coll Publ Hlth & Social Justice, St Louis, MO 63103 USA
Johnston, Kenton J.
Wen, Hefei
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Harvard Med Sch, Boston, MA 02115 USA
Harvard Pilgrim Hlth Care Inst, 401 Pk Dr,Suite 401 East, Boston, MA 02215 USASt Louis Univ, Coll Publ Hlth & Social Justice, St Louis, MO 63103 USA
Wen, Hefei
Maddox, Karen E. Joynt
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Washington Univ, Sch Med, 660 South Euclid Ave,CB 8086, St Louis, MO 63110 USASt Louis Univ, Coll Publ Hlth & Social Justice, St Louis, MO 63103 USA
机构:
Hinda & Arthur Marcus Inst Aging Res, Boston, MA USA
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA USAHinda & Arthur Marcus Inst Aging Res, Boston, MA USA
Park, Chan Mi
McCarthy, Ellen P.
论文数: 0引用数: 0
h-index: 0
机构:
Hinda & Arthur Marcus Inst Aging Res, Boston, MA USA
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA USAHinda & Arthur Marcus Inst Aging Res, Boston, MA USA
McCarthy, Ellen P.
Jang, Jieun
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机构:
Hinda & Arthur Marcus Inst Aging Res, Boston, MA USA
Yonsei Univ, Grad Sch Publ Hlth, Dept Hosp Adm, Seoul, South KoreaHinda & Arthur Marcus Inst Aging Res, Boston, MA USA
Jang, Jieun
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Sison, Stephanie Denise M.
Kim, Dae Hyun
论文数: 0引用数: 0
h-index: 0
机构:
Hinda & Arthur Marcus Inst Aging Res, Boston, MA USA
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA USAHinda & Arthur Marcus Inst Aging Res, Boston, MA USA
机构:
RAND Corp Pittsburgh, Pittsburgh, PA USA
RAND Corp Pittsburgh, 4570 Fifth Ave 600, Pittsburgh, PA 15213 USARAND Corp Pittsburgh, Pittsburgh, PA USA
Heins, Sara E.
Agniel, Denis
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RAND Corp, Santa Monica, CA USARAND Corp Pittsburgh, Pittsburgh, PA USA
Agniel, Denis
Mann, Jacob
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Solut Design, Vienna, VA USARAND Corp Pittsburgh, Pittsburgh, PA USA
Mann, Jacob
Sorbero, Melony E.
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RAND Corp Pittsburgh, Pittsburgh, PA USARAND Corp Pittsburgh, Pittsburgh, PA USA