IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0222671.html
   My bibliography  Save this article

The association of intensive care with utilization and costs of outpatient healthcare services and quality of life

Author

Listed:
  • Robert P Kosilek
  • Sebastian E Baumeister
  • Till Ittermann
  • Matthias Gründling
  • Frank M Brunkhorst
  • Stephan B Felix
  • Peter Abel
  • Sigrun Friesecke
  • Christian Apfelbacher
  • Magdalena Brandl
  • Konrad Schmidt
  • Wolfgang Hoffmann
  • Carsten O Schmidt
  • Jean-François Chenot
  • Henry Völzke
  • Jochen S Gensichen

Abstract

Background: Little is known about outpatient health services use following critical illness and intensive care. We examined the association of intensive care with outpatient consultations and quality of life in a population-based sample. Methods: Cross-sectional analysis of data from 6,686 participants of the Study of Health in Pomerania (SHIP), which consists of two independent population-based cohorts. Statistical modeling was done using Poisson regression, negative binomial and generalized linear models for consultations, and a fractional response model for quality of life (EQ-5D-3L index value), with results expressed as prevalence ratios (PR) or percent change (PC). Entropy balancing was used to adjust for observed confounding. Results: ICU treatment in the previous year was reported by 139 of 6,686 (2,1%) participants, and was associated with a higher probability (PR 1.05 [CI:1.03;1.07]), number (PC +58.0% [CI:22.8;103.2]) and costs (PC +64.1% [CI:32.0;103.9]) of annual outpatient consultations, as well as with a higher number of medications (PC +37.8% [CI:17.7;61.5]). Participants with ICU treatment were more likely to visit a specialist (PR 1.13 [CI:1.09; 1.16]), specifically internal medicine (PR 1.67 [CI:1.45;1.92]), surgery (PR 2.42 [CI:1.92;3.05]), psychiatry (PR 2.25 [CI:1.30;3.90]), and orthopedics (PR 1.54 [CI:1.11;2.14]). There was no significant effect regarding general practitioner consultations. ICU treatment was also associated with lower health-related quality of life (EQ-5D index value: PC -13.7% [CI:-27.0;-0.3]). Furthermore, quality of life was inversely associated with outpatient consultations in the previous month, more so for participants with ICU treatment. Conclusions: Our findings suggest that ICU treatment is associated with an increased utilization of outpatient specialist services, higher medication intake, and impaired quality of life.

Suggested Citation

  • Robert P Kosilek & Sebastian E Baumeister & Till Ittermann & Matthias Gründling & Frank M Brunkhorst & Stephan B Felix & Peter Abel & Sigrun Friesecke & Christian Apfelbacher & Magdalena Brandl & Konr, 2019. "The association of intensive care with utilization and costs of outpatient healthcare services and quality of life," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-15, September.
  • Handle: RePEc:plo:pone00:0222671
    DOI: 10.1371/journal.pone.0222671
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0222671
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0222671&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0222671?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Manning, Willard G. & Basu, Anirban & Mullahy, John, 2005. "Generalized modeling approaches to risk adjustment of skewed outcomes data," Journal of Health Economics, Elsevier, vol. 24(3), pages 465-488, May.
    2. Anirban Basu & Andrea Manca, 2012. "Regression Estimators for Generic Health-Related Quality of Life and Quality-Adjusted Life Years," Medical Decision Making, , vol. 32(1), pages 56-69, January.
    3. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    4. Tyler J. VanderWeele & Ilya Shpitser, 2011. "A New Criterion for Confounder Selection," Biometrics, The International Biometric Society, vol. 67(4), pages 1406-1413, December.
    5. Ulrich John & Elke Hensel & Jan Lüdemann & Marion Piek & Sybille Sauer & Christiane Adam & Gabriele Born & Dietrich Alte & Eberhard Greiser & Ursula Haertel & Hans-Werner Hense & Johannes Haerting & S, 2001. "Study of Health in Pomerania (SHIP): A health examination survey in an east German region: Objectives and design," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 46(3), pages 186-194, May.
    6. Juan Manuel Ramos-Goni & Oliver Rivero-Arias, 2011. "eq5d: A command to calculate index values for the EQ-5D quality-of-life instrument," Stata Journal, StataCorp LP, vol. 11(1), pages 120-125, March.
    7. Kawachi, Ichiro & Kennedy, Bruce P., 1997. "The relationship of income inequality to mortality: Does the choice of indicator matter?," Social Science & Medicine, Elsevier, vol. 45(7), pages 1121-1127, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Otrachshenko, Vladimir & Tyurina, Elena & Nagapetyan, Artur, 2022. "The economic value of the Glass Beach: Contingent valuation and life satisfaction approaches," Ecological Economics, Elsevier, vol. 198(C).
    2. Sankar Mukhopadhyay & Wei Yang & Wai Lee & Jeanne Wendel, 2008. "Analyzing the impact of prenatal care on infant health: do we have useful input and output measures?," Economics Bulletin, AccessEcon, vol. 9(22), pages 1-14.
    3. Wong, Irene O.L. & Cowling, Benjamin J. & Lo, Su-Vui & Leung, Gabriel M., 2009. "A multilevel analysis of the effects of neighbourhood income inequality on individual self-rated health in Hong Kong," Social Science & Medicine, Elsevier, vol. 68(1), pages 124-132, January.
    4. Daniel Fackler & Lisa Hölscher & Claus Schnabel & Antje Weyh, 2022. "Does working at a start-up pay off?," Small Business Economics, Springer, vol. 58(4), pages 2211-2233, April.
    5. Renata Baborska & Emilio Hernandez & Emiliano Magrini & Cristian Morales-Opazo, 2020. "The impact of financial inclusion on rural food security experience: A perspective from low-and middle-income countries," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 10(2), pages 1-18.
    6. Hetschko, Clemens & Schöb, Ronnie & Wolf, Tobias, 2020. "Income support, employment transitions and well-being," Labour Economics, Elsevier, vol. 66(C).
    7. Agarwal, Vikas & Barber, Brad M. & Cheng, Si & Hameed, Allaudeen & Shanker, Harshini & Yasuda, Ayako, 2023. "Do investors overvalue startups? Evidence from the junior stakes of mutual funds," CFR Working Papers 23-04, University of Cologne, Centre for Financial Research (CFR).
    8. Li, Qian & Liu, Shangqun, 2023. "Does alternative data reduce stock price crash risk? Evidence from third-party online sales disclosure in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    9. Schwettmann, Lars, 2015. "Decision solution, data manipulation and trust: The (un-)willingness to donate organs in Germany in critical times," Health Policy, Elsevier, vol. 119(7), pages 980-989.
    10. Boasiako, Kwabena Antwi & Adasi Manu, Sylvester & Antwi-Darko, Nana Yaw, 2022. "Does financing influence the sensitivity of cash and investment to asset tangibility?," International Review of Financial Analysis, Elsevier, vol. 80(C).
    11. Subramanian, S.V. & Acevedo-Garcia, Dolores & Osypuk, Theresa L., 2005. "Racial residential segregation and geographic heterogeneity in black/white disparity in poor self-rated health in the US: a multilevel statistical analysis," Social Science & Medicine, Elsevier, vol. 60(8), pages 1667-1679, April.
    12. Müller, Tobias & Schmid, Christian & Gerfin, Michael, 2023. "Rents for Pills: Financial incentives and physician behavior," Journal of Health Economics, Elsevier, vol. 87(C).
    13. Shams, Syed & Bose, Sudipta & Gunasekarage, Abeyratna, 2022. "Does corporate tax avoidance promote managerial empire building?," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(1).
    14. Courbage, Christophe & Rey, Béatrice, 2012. "Priority setting in health care and higher order degree change in risk," Journal of Health Economics, Elsevier, vol. 31(3), pages 484-489.
    15. Godoy, Ricardo & Byron, Elizabeth & Reyes-García, Victoria & Vadez, Vincent & Leonard, William R. & Apaza, Lilian & Huanca, Tomás & Pérez, Eddy & Wilkie, David, 2005. "Income inequality and adult nutritional status: Anthropometric evidence from a pre-industrial society in the Bolivian Amazon," Social Science & Medicine, Elsevier, vol. 61(5), pages 907-919, September.
    16. Aboal, Diego & Tacsir, Ezequiel, 2016. "The impact of ex-ante subsidies to researchers on researcher's productivity: Evidence from a developing country," MERIT Working Papers 2016-019, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    17. Doreen Triebe, 2015. "The Added Worker Effect Differentiated by Gender and Partnership Status: Evidence from Involuntary Job Loss," SOEPpapers on Multidisciplinary Panel Data Research 740, DIW Berlin, The German Socio-Economic Panel (SOEP).
    18. Stelios Rozakis & Athanasios Kampas, 2022. "An interactive multi-criteria approach to admit new members in international environmental agreements," Operational Research, Springer, vol. 22(4), pages 3461-3487, September.
    19. Maite Blázquez Cuesta & Elena Cottini & Herrarte, A. (Ainhoa), 2012. "GINI DP 39: Socioeconomic Gradient in Health: How Important is Material Deprivation?," GINI Discussion Papers 39, AIAS, Amsterdam Institute for Advanced Labour Studies.
    20. Desai, Raj M. & Olofsgård, Anders, 2019. "Can the poor organize? Public goods and self-help groups in rural India," World Development, Elsevier, vol. 121(C), pages 33-52.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0222671. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.