IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0262815.html

Hidden chaos factors inducing random walks which reduce hospital operative efficiency

Author

Listed:
  • Antonio Javier Rodríguez-Hernández
  • Carlos Sevcik

Abstract

Operative parameters of La Fuenfría Hospital such as: hospitalized patients; daily admissions and discharges were studies for the hospital as a whole, and for each hospital’s service unit (henceforth called ‘services’). Conventional statistical analyzes and fractal dimension analyzes were performed on daily In-Patient series. The sequence of daily admissions and patients staying on each service were found to be a kind of random series known as random walks (Rw), sequences where what happens next, depends on what happens now plus a random variable. Rw analyzed with parametric or nonparametric statistics may simulate cycles and drifts which resemble seasonal variations or fake trends which reduce the Hospital’s efficiency. Globally, inpatients Rw s in LFH, were found to be determined by the time elapsed between daily discharges and admissions. The factors determining LFH R were found to be the difference between daily admissions and discharges. The discharges are replaced by admissions with some random delay and the random difference determines LFH Rw s. These findings show that if the daily difference between admissions and discharges is minimized, the number of inpatients would fluctuate less and the number of unoccupied beds would be reduced, thus optimizing the Hospital service.

Suggested Citation

  • Antonio Javier Rodríguez-Hernández & Carlos Sevcik, 2022. "Hidden chaos factors inducing random walks which reduce hospital operative efficiency," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-30, January.
  • Handle: RePEc:plo:pone00:0262815
    DOI: 10.1371/journal.pone.0262815
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0262815
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0262815&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0262815?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. Telesca, Luciano & Lapenna, Vincenzo & Macchiato, Maria, 2005. "Multifractal fluctuations in seismic interspike series," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 354(C), pages 629-640.
    2. Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.
      • Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
    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. Mayo, Deborah, 2024. "Error statistics, Bayes-factor Tests and the Fallacy of Non-exhaustive Alternatives," OSF Preprints tmgqd, Center for Open Science.
    2. Dreber, Anna & Heikensten, Emma & Säve-Söderbergh, Jenny, 2022. "Why do women ask for less?," Labour Economics, Elsevier, vol. 78(C).
    3. Brenøe, Anne Ardila & Eyibak, Zeynep & Heursen, Lea & Ranehill, Eva & Weber, Roberto A., 2024. "Gender Identity and Economic Decision Making," IZA Discussion Papers 17564, IZA Network @ LISER.
    4. Buchanan, Erin Michelle & Scofield, John E., 2017. "Bulletproof Bias? Considering the Type of Data in Common Proportion of Variance Effect Sizes," OSF Preprints cs4vy, Center for Open Science.
    5. John A. List, 2024. "Optimally generate policy-based evidence before scaling," Nature, Nature, vol. 626(7999), pages 491-499, February.
    6. Samahita, Margaret & Holm, Håkan J., 2020. "Mining for Mood Effect in the Field," Working Papers 2020:2, Lund University, Department of Economics.
    7. Fossen, Frank M. & Neyse, Levent & Johannesson, Magnus & Dreber Almenberg, Anna, 2020. "2D:4D and Self-Employment Using SOEP Data: A Replication Study," IZA Discussion Papers 13180, IZA Network @ LISER.
    8. Jonas Vandenbruaene & Marc De Ceuster & Jan Annaert, 2022. "Efficient Spread Betting Markets: A Literature Review," Journal of Sports Economics, , vol. 23(7), pages 907-949, October.
    9. Huber, Christoph & Huber, Jürgen & Kirchler, Michael, 2021. "Market shocks and professionals’ investment behavior – Evidence from the COVID-19 crash," Journal of Banking & Finance, Elsevier, vol. 133(C).
    10. Gonzalez-Jimenez, David & Capozza, Francesco & Dirkmaat, Thomas & van de Veer, Evelien & van Druten, Amber & Baillon, Aurélien, 2025. "Falling and failing (to learn): Evidence from a nation-wide cybersecurity field experiment with SMEs," Journal of Economic Behavior & Organization, Elsevier, vol. 230(C).
    11. Vigren, Andreas & Pyddoke, Roger, 2020. "The impact on bus ridership of passenger incentive contracts in public transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 144-159.
    12. Khuram Mirza, 2023. "An analysis of early marriage in Pakhtun society: determinants, consequences, and interventions," Journal of International Relations and Social Dynamics, 50sea, vol. 2(2), pages 53-63, August.
    13. Dudek, Thomas & Brenøe, Anne Ardila & Feld, Jan & Rohrer, Julia, 2022. "No Evidence That Siblings' Gender Affects Personality across Nine Countries," IZA Discussion Papers 15137, IZA Network @ LISER.
    14. Patrick Vu, 2022. "Can the Replication Rate Tell Us About Publication Bias?," Papers 2206.15023, arXiv.org, revised Jul 2022.
    15. Grüner Sven, 2020. "Sample Size Calculation in Economic Experiments," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 240(6), pages 791-823, December.
    16. Stephane Hess & Andrew Daly & Michiel Bliemer & Angelo Guevara & Ricardo Daziano & Thijs Dekker, 2025. "Statistical significance in choice modelling: computation, usage and reporting," Papers 2506.05996, arXiv.org, revised May 2026.
    17. Schmid, Nico André & Limère, Veronique & Raa, Birger, 2021. "Mixed model assembly line feeding with discrete location assignments and variable station space," Omega, Elsevier, vol. 102(C).
    18. Elbæk, Christian T. & Lystbæk, Martin Nørhede & Mitkidis, Panagiotis, 2022. "On the psychology of bonuses: The effects of loss aversion and Yerkes-Dodson law on performance in cognitively and mechanically demanding tasks," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    19. Julia Jerke & Antonia Velicu & Fabian Winter & Heiko Rauhut, 2025. "Publication bias in the social sciences since 1959: Application of a regression discontinuity framework," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-27, February.
    20. Mohamed Gaber & Edward J. Lusk, 2019. "A Vetting Protocol for the Analytical Procedures Platform for the AP-Phase of PCAOB Audits," Accounting and Finance Research, Sciedu Press, vol. 8(4), pages 1-43, November.

    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:pone00:0262815. 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.