IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0112282.html
   My bibliography  Save this article

Is the Readmission Rate a Valid Quality Indicator? A Review of the Evidence

Author

Listed:
  • Claudia Fischer
  • Hester F Lingsma
  • Perla J Marang-van de Mheen
  • Dionne S Kringos
  • Niek S Klazinga
  • Ewout W Steyerberg

Abstract

Introduction: Hospital readmission rates are increasingly used for both quality improvement and cost control. However, the validity of readmission rates as a measure of quality of hospital care is not evident. We aimed to give an overview of the different methodological aspects in the definition and measurement of readmission rates that need to be considered when interpreting readmission rates as a reflection of quality of care. Methods: We conducted a systematic literature review, using the bibliographic databases Embase, Medline OvidSP, Web-of-Science, Cochrane central and PubMed for the period of January 2001 to May 2013. Results: The search resulted in 102 included papers. We found that definition of the context in which readmissions are used as a quality indicator is crucial. This context includes the patient group and the specific aspects of care of which the quality is aimed to be assessed. Methodological flaws like unreliable data and insufficient case-mix correction may confound the comparison of readmission rates between hospitals. Another problem occurs when the basic distinction between planned and unplanned readmissions cannot be made. Finally, the multi-faceted nature of quality of care and the correlation between readmissions and other outcomes limit the indicator's validity. Conclusions: Although readmission rates are a promising quality indicator, several methodological concerns identified in this study need to be addressed, especially when the indicator is intended for accountability or pay for performance. We recommend investing resources in accurate data registration, improved indicator description, and bundling outcome measures to provide a more complete picture of hospital care.

Suggested Citation

  • Claudia Fischer & Hester F Lingsma & Perla J Marang-van de Mheen & Dionne S Kringos & Niek S Klazinga & Ewout W Steyerberg, 2014. "Is the Readmission Rate a Valid Quality Indicator? A Review of the Evidence," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-9, November.
  • Handle: RePEc:plo:pone00:0112282
    DOI: 10.1371/journal.pone.0112282
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0112282
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0112282&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0112282?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. Wong, Frances Kam-yuet & Ho, May M. & Yeung, SikYing & Tam, Stanley K. & Chow, Susan K., 2011. "Effects of a health-social partnership transitional program on hospital readmission: A randomized controlled trial," Social Science & Medicine, Elsevier, vol. 73(7), pages 960-969.
    2. Linda Dobrzanska & Robert Newell, 2006. "Readmissions: a primary care examination of reasons for readmission of older people and possible readmission risk factors," Journal of Clinical Nursing, John Wiley & Sons, vol. 15(5), pages 599-606, May.
    3. repec:mpr:mprres:6763 is not listed on IDEAS
    4. Paul H. Jensen & Elizabeth Webster & Julia Witt, 2009. "Hospital type and patient outcomes: an empirical examination using AMI readmission and mortality records," Health Economics, John Wiley & Sons, Ltd., vol. 18(12), pages 1440-1460, December.
    5. Mollie Shulan & Kelly Gao & Crystal Moore, 2013. "Predicting 30-day all-cause hospital readmissions," Health Care Management Science, Springer, vol. 16(2), pages 167-175, June.
    6. Aida Bianco & Antonio Molè & Carmelo G A Nobile & Gabriella Di Giuseppe & Claudia Pileggi & Italo F Angelillo, 2012. "Hospital Readmission Prevalence and Analysis of Those Potentially Avoidable in Southern Italy," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-8, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kunz, Johannes S. & Staub, Kevin E. & Winkelmann, Rainer, 2017. "Estimating Fixed Effects: Perfect Prediction and Bias in Binary Response Panel Models, with an Application to the Hospital Readmissions Reduction Program," IZA Discussion Papers 11182, Institute of Labor Economics (IZA).
    2. Carl Willers & Anne-Marie Boström & Lennart Carlsson & Anton Lager & Rikard Lindqvist & Elisabeth Rydwik, 2021. "Readmission within three months after inpatient geriatric care—Incidence, diagnosis and associated factors in a Swedish cohort," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-16, March.
    3. Ranveig Marie Boge & Arvid Steinar Haugen & Roy Miodini Nilsen & Stig Harthug, 2018. "Elderly patients’ (≥65 years) experiences associated with discharge; Development, validity and reliability of the Discharge Care Experiences Survey," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-17, November.
    4. Ranveig Marie Boge & Arvid Steinar Haugen & Roy Miodini Nilsen & Frøydis Bruvik & Stig Harthug, 2019. "Discharge care quality in hospitalised elderly patients: Extended validation of the Discharge Care Experiences Survey," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-15, September.
    5. Braulio A Marfil-Garza & Pablo F Belaunzarán-Zamudio & Alfonso Gulias-Herrero & Antonio Camiro Zuñiga & Yanink Caro-Vega & David Kershenobich-Stalnikowitz & José Sifuentes-Osornio, 2018. "Risk factors associated with prolonged hospital length-of-stay: 18-year retrospective study of hospitalizations in a tertiary healthcare center in Mexico," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-14, November.
    6. Ramkumar Janakiraman & Eunho Park & Emre M. Demirezen & Subodha Kumar, 2023. "The Effects of Health Information Exchange Access on Healthcare Quality and Efficiency: An Empirical Investigation," Management Science, INFORMS, vol. 69(2), pages 791-811, February.
    7. Damien Échevin & Bernard Fortin & Aristide Houndetoungan, 2023. "Healthcare Quality by Specialists under a Mixed Compensation System: an Empirical Analysis," CIRANO Working Papers 2023s-19, CIRANO.
    8. Tortorella, Guilherme Luz & Fogliatto, Flavio S. & Kurnia, Sherah & Thürer, Matthias & Capurro, Daniel, 2022. "Healthcare 4.0 digital applications: An empirical study on measures, bundles and patient-centered performance," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    9. Nila Larisse Silva de Albuquerque & Thelma Leite de Araujo & Marcos Venicios de Oliveira Lopes & Thereza Maria Magalhães Moreira, 2020. "Hierarchical analysis of factors associated with hospital readmissions for coronary heart disease: A case–control study," Journal of Clinical Nursing, John Wiley & Sons, vol. 29(13-14), pages 2329-2337, July.
    10. Friebel, Rocco & Fisher, Rebecca & Deeny, Sarah R. & Gardner, Tim & Molloy, Aoife & Steventon, Adam, 2019. "The implications of high bed occupancy rates on readmission rates in England: A longitudinal study," Health Policy, Elsevier, vol. 123(8), pages 765-772.
    11. Katschnig, Heinz & Straßmayr, Christa & Endel, Florian & Berger, Michael & Zauner, Günther & Kalseth, Jorid & Sfetcu, Raluca & Wahlbeck, Kristian & Tedeschi, Federico & Šprah, Lilijana, 2019. "Using national electronic health care registries for comparing the risk of psychiatric re-hospitalisation in six European countries: Opportunities and limitations," Health Policy, Elsevier, vol. 123(11), pages 1028-1035.
    12. Meng, Zhaolin & Hui, Wen & Cai, Yuanyi & Liu, Jiazhou & Wu, Huazhang, 2020. "The effects of DRGs-based payment compared with cost-based payment on inpatient healthcare utilization: A systematic review and meta-analysis," Health Policy, Elsevier, vol. 124(4), pages 359-367.
    13. Sandesh Pantha & Martin Jones & Nompilo Moyo & Bijaya Pokhrel & Diana Kushemererwa & Richard Gray, 2024. "Association between the Quantity of Nurse–Doctor Interprofessional Collaboration and in-Patient Mortality: A Systematic Review," IJERPH, MDPI, vol. 21(4), pages 1-13, April.
    14. Na-Eun Cho & KiHoon Hong, 2021. "Toward a More Complete Picture of Readmission-Decreasing Initiatives," Sustainability, MDPI, vol. 13(16), pages 1-8, August.
    15. Jacek Kryś & Błażej Łyszczarz & Zofia Wyszkowska & Kornelia Kędziora-Kornatowska, 2019. "Prevalence, Reasons, and Predisposing Factors Associated with 30-day Hospital Readmissions in Poland," IJERPH, MDPI, vol. 16(13), pages 1-14, July.
    16. Roos, Anne-Fleur & O’Donnell, Owen & Schut, Frederik T. & Van Doorslaer, Eddy & Van Gestel, Raf & Varkevisser, Marco, 2020. "Does price deregulation in a competitive hospital market damage quality?," Journal of Health Economics, Elsevier, vol. 72(C).
    17. Menghan Shen & Xiaoxia Liang & Linyan Li & Yushan Wu & Yuanfan Yang & Raphael Zingg, 2022. "The Association of Attending Physicians’ Publications and Patients’ Readmission Rates: Evidence from Tertiary Hospitals in China Using a Retrospective Data Analysis," IJERPH, MDPI, vol. 19(15), pages 1-12, August.
    18. Hilland, Geir Haakon & Hagen, Terje P. & Martinussen, Pål E., 2023. "Stayin’ alive: The introduction of municipal in-patient acute care units was associated with reduced mortality and fewer hospital readmissions," Social Science & Medicine, Elsevier, vol. 326(C).
    19. Ghazalbash, Somayeh & Zargoush, Manaf & Mowbray, Fabrice & Costa, Andrew, 2022. "Impact of multimorbidity and frailty on adverse outcomes among older delayed discharge patients: Implications for healthcare policy," Health Policy, Elsevier, vol. 126(3), pages 197-206.

    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. Jacek Kryś & Błażej Łyszczarz & Zofia Wyszkowska & Kornelia Kędziora-Kornatowska, 2019. "Prevalence, Reasons, and Predisposing Factors Associated with 30-day Hospital Readmissions in Poland," IJERPH, MDPI, vol. 16(13), pages 1-14, July.
    2. Moscone, Francesco & Siciliani, Luigi & Tosetti, Elisa & Vittadini, Giorgio, 2020. "Do public and private hospitals differ in quality? Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 83(C).
    3. Mareike Heimeshoff & Jonas Schreyögg & Oliver Tiemann, 2014. "Employment effects of hospital privatization in Germany," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(7), pages 747-757, September.
    4. Shu‐Ching Chang & Ming‐Neng Shiu & Huey‐Tzy Chen & Yee‐Yung Ng & Li‐Chan Lin & Shiao‐Chi Wu, 2015. "Evaluation of care quality for disabled older patients living at home and in institutions," Journal of Clinical Nursing, John Wiley & Sons, vol. 24(23-24), pages 3469-3480, December.
    5. Chuan De Foo & Yan Lin Tan & Pami Shrestha & Ke Xin Eh & Ian Yi Han Ang & Milawaty Nurjono & Sue-Anne Toh & Farah Shiraz, 2020. "Exploring the dimensions of patient experience for community-based care programmes in a multi-ethnic Asian context," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-18, November.
    6. Luigi Siciliani & Peter Sivey & Andrew Street, 2011. "Differences in Length of Stay between Public Hospitals, Treatment Centres and Private Providers: Selection or Efficiency?," Melbourne Institute Working Paper Series wp2011n06, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    7. Francesca Ieva & Anna Maria Paganoni & Teresa Pietrabissa, 2017. "Dynamic clustering of hazard functions: an application to disease progression in chronic heart failure," Health Care Management Science, Springer, vol. 20(3), pages 353-364, September.
    8. Rita Hamad & Sepideh Modrek & Jessica Kubo & Benjamin A Goldstein & Mark R Cullen, 2015. "Using “Big Data” to Capture Overall Health Status: Properties and Predictive Value of a Claims-Based Health Risk Score," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-14, May.
    9. Alfons Palangkaraya & Jongsay Yong, 2013. "Effects of competition on hospital quality: an examination using hospital administrative data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(3), pages 415-429, June.
    10. Suiyao Chen & Nan Kong & Xuxue Sun & Hongdao Meng & Mingyang Li, 2019. "Claims data-driven modeling of hospital time-to-readmission risk with latent heterogeneity," Health Care Management Science, Springer, vol. 22(1), pages 156-179, March.
    11. Issac Shams & Saeede Ajorlou & Kai Yang, 2015. "A predictive analytics approach to reducing 30-day avoidable readmissions among patients with heart failure, acute myocardial infarction, pneumonia, or COPD," Health Care Management Science, Springer, vol. 18(1), pages 19-34, March.
    12. Brekke, Kurt R. & Siciliani, Luigi & Straume, Odd Rune, 2012. "Quality competition with profit constraints," Journal of Economic Behavior & Organization, Elsevier, vol. 84(2), pages 642-659.
    13. Yan Meng & Xueyan Zhao & Xibin Zhang & Jiti Gao, 2017. "A panel data analysis of hospital variations in length of stay for hip replacements: Private versus public," Monash Econometrics and Business Statistics Working Papers 20/17, Monash University, Department of Econometrics and Business Statistics.
    14. Moscelli, Giuseppe & Gravelle, Hugh & Siciliani, Luigi & Gutacker, Nils, 2018. "The effect of hospital ownership on quality of care: Evidence from England," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 322-344.
    15. Brekke, Kurt R. & Siciliani, Luigi & Straume, Odd Rune, 2011. "Quality competition with profit constraints: Do non-profit firms provide higher quality than for-profit firms?," Discussion Paper Series in Economics 2/2011, Norwegian School of Economics, Department of Economics.
    16. Germà Bel & Marc Esteve, 2018. "“Is Private Production of Hospital Services Cheaper than Public Production? A Meta-Regression of Public vs Private Costs and Efficiency for Hospitals”," IREA Working Papers 201824, University of Barcelona, Research Institute of Applied Economics, revised Oct 2018.
    17. Francesco Cilla & Ilaria Sabione & Patrizia D’Amelio, 2023. "Risk Factors for Early Hospital Readmission in Geriatric Patients: A Systematic Review," IJERPH, MDPI, vol. 20(3), pages 1-16, January.
    18. Hsiao-Mei Chen & Yi-Hsuan Tu & Ching-Min Chen, 2017. "Effect of Continuity of Care on Quality of Life in Older Adults With Chronic Diseases: A Meta-Analysis," Clinical Nursing Research, , vol. 26(3), pages 266-284, June.
    19. Dinberu S. Shebeshi & Xenia Dolja-Gore & Julie Byles, 2020. "Unplanned Readmission within 28 Days of Hospital Discharge in a Longitudinal Population-Based Cohort of Older Australian Women," IJERPH, MDPI, vol. 17(9), pages 1-13, April.
    20. Mascia, Daniele & Angeli, Federica & Di Vincenzo, Fausto, 2015. "Effect of hospital referral networks on patient readmissions," Social Science & Medicine, Elsevier, vol. 132(C), pages 113-121.

    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:pone00:0112282. 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.