Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland Small-area Analysis Using Insurance Claims Data

被引:32
|
作者
Panczak, Radoslaw [1 ]
Luta, Xhyljeta [1 ]
Maessen, Maud [1 ]
Stuck, Andreas E. [2 ,3 ]
Berlin, Claudia [1 ]
Schmidlin, Kurt [1 ]
Reich, Oliver [4 ]
von Wyl, Viktor [5 ]
Goodman, David C. [1 ,6 ]
Egger, Matthias [1 ]
Zwahlen, Marcel [1 ]
Clough-Gorr, Kerri M. [1 ,7 ]
机构
[1] Univ Bern, Inst Social & Prevent Med, Finkenhubelweg 11, CH-3012 Bern, Switzerland
[2] Univ Hosp Bern, Dept Geriatr, Inselspital, Bern, Switzerland
[3] Univ Bern, CH-3012 Bern, Switzerland
[4] Helsana Insurance Grp, Dept Hlth Sci, Dubendorf, Switzerland
[5] Univ Zurich, Inst Epidemiol Biostat & Prevent, Zurich, Switzerland
[6] Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH USA
[7] Boston Univ, Med Ctr, Sect Geriatr, Boston, MA USA
基金
瑞士国家科学基金会;
关键词
end of life; health care cost; health insurance; regional variation; palliative care; Switzerland; 4 SWISS CANTONS; HEALTH-CARE; MEDICAL EXPENDITURES; CANCER-PATIENTS; SERVICE AREAS; SAKK; 89/09; END; DETERMINANTS; DISEASE; QUALITY;
D O I
10.1097/MLR.0000000000000634
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Health care spending increases sharply at the end of life. Little is known about variation of cost of end of life care between regions and the drivers of such variation. We studied small-area patterns of cost of care in the last year of life in Switzerland. Methods: We used mandatory health insurance claims data of individuals who died between 2008 and 2010 to derive cost of care. We used multilevel regression models to estimate differences in costs across 564 regions of place of residence, nested within 71 hospital service areas. We examined to what extent variation was explained by characteristics of individuals and regions, including measures of health care supply. Results: The study population consisted of 113,277 individuals. The mean cost of care during last year of life was 32.5k (thousand) Swiss Francs per person (SD = 33.2k). Cost differed substantially between regions after adjustment for patient age, sex, and cause of death. Variance was reduced by 52%-95% when we added individual and regional characteristics, with a strong effect of language region. Measures of supply of care did not show associations with costs. Remaining between and within hospital service area variations were most pronounced for older females and least for younger individuals. Conclusions: In Switzerland, small-area analysis revealed variation of cost of care during the last year of life according to linguistic regions and unexplained regional differences for older women. Cultural factors contribute to the delivery and utilization of health care during the last months of life and should be considered by policy makers.
引用
收藏
页码:155 / 163
页数:9
相关论文
共 50 条
  • [1] Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data (vol 55, 2017)
    Panczak, R.
    Luta, X.
    Maessen, M.
    [J]. MEDICAL CARE, 2017, 55 (04) : 442 - 446
  • [2] Death at no cost? Persons with no health insurance claims in the last year of life in Switzerland
    Panczak, Radoslaw
    von Wyl, Viktor
    Reich, Oliver
    Luta, Xhyljeta
    Maessen, Maud
    Stuck, Andreas E.
    Berlin, Claudia
    Schmidlin, Kurt
    Goodman, David C.
    Egger, Matthias
    Clough-Gorr, Kerri
    Zwahlen, Marcel
    [J]. BMC HEALTH SERVICES RESEARCH, 2018, 18
  • [3] Death at no cost? Persons with no health insurance claims in the last year of life in Switzerland
    Radoslaw Panczak
    Viktor von Wyl
    Oliver Reich
    Xhyljeta Luta
    Maud Maessen
    Andreas E. Stuck
    Claudia Berlin
    Kurt Schmidlin
    David C. Goodman
    Matthias Egger
    Kerri Clough-Gorr
    Marcel Zwahlen
    [J]. BMC Health Services Research, 18
  • [4] Using claims data for small area analysis and controlling of hospital care
    Swart, E.
    Deh, U.
    Robra, B. -P
    [J]. BUNDESGESUNDHEITSBLATT-GESUNDHEITSFORSCHUNG-GESUNDHEITSSCHUTZ, 2008, 51 (10) : 1183 - 1192
  • [5] Place of death and health care utilization for people in the last 6 months of life in Switzerland: a retrospective analysis using administrative data
    Reich, Oliver
    Signorell, Andri
    Busato, Andre
    [J]. BMC HEALTH SERVICES RESEARCH, 2013, 13
  • [6] Place of death and health care utilization for people in the last 6 months of life in Switzerland: a retrospective analysis using administrative data
    Oliver Reich
    Andri Signorell
    André Busato
    [J]. BMC Health Services Research, 13
  • [7] End-of life medical spending and care pathways in the last 12 months of life: A comprehensive analysis of the national claims database in France
    Ossima, Arnaud Nze
    Szfetel, Daniel
    Denoyel, Benedicte
    Beloucif, Omar
    Texereau, Joelle
    Champion, Louis
    Vie, Jean Francois
    Durand-Zaleski, Isabelle
    [J]. MEDICINE, 2023, 102 (31) : E34555
  • [8] Cost of Care and Pattern of Medical Care Use in the Last Year of Life among Long-Term Care Insurance Beneficiaries in South Korea: Using National Claims Data
    Boo, Sunjoo
    Lee, Jungah
    Oh, Hyunjin
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (23) : 1 - 10
  • [9] Last year of life care transitions between long-term care insurance services in Japan: Analysis of long-term care insurance claims data
    Kashiwagi, Masayo
    Kashiwagi, Kimikazu
    Morioka, Noriko
    Abe, Kazuhiro
    [J]. GERIATRICS & GERONTOLOGY INTERNATIONAL, 2024,
  • [10] Unwarranted regional variation in vertebroplasty and kyphoplasty in Switzerland: A population-based small area variation analysis
    Scheuter, Claudia
    Wertli, Maria M.
    Haynes, Alan G.
    Panczak, Radoslaw
    Chiolero, Arnaud
    Perrier, Arnaud
    Rodondi, Nicolas
    Aujesky, Drahomir
    [J]. PLOS ONE, 2018, 13 (12):