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Baseline factors and reason for cancellation of elective ophthalmic surgery

Abstract

Objectives

To determine the baseline risk factors for elective ophthalmic surgery cancellations and characterise the reasons for cancellation.

Methods

This is a retrospective, non-randomised study performed at a large tertiary ophthalmic centre. It included a consecutive sample of patients above the age of 18 who had an ophthalmic surgery scheduled at Cole Eye Institute, Cleveland Clinic, OH between January 2012 and December 2019. An automated search pull identified 75,908 scheduled surgeries (63,987 completed and 11,921 cancelled surgeries). Statistical analysis was performed using R (version 3.5.1). Main outcome measures were baseline factors that impact risk for surgery cancellation and reasons for surgery cancellation.

Results

Analysis was performed on 69,963 scheduled surgeries (57.37% Female, 42.63% Male; Mean age of 62.72 years; 59,959 completed and 10,004 cancelled surgeries). Of the 2384 cancelled surgeries with reasons provided, the most common causes of cancellation were patient refusal (38.42%), patient health condition (18.79%), and rescheduling of surgery (15.27%). Female sex, black race, patient age less than 50 years, non-cataract surgeries, regional mean household income greater than $82,900, Medicare insurance, and geographical distance of less than 10 miles from home to the surgery site were each associated with a significantly increased risk of surgery cancellation (pā€‰<ā€‰0.01).

Conclusions

This study successfully identified several baseline factors predicting elective ophthalmic surgery cancellation. The clinical insights gained from these lines of enquiry may be used to construct models that not only identify patients at greater risk for cancellation but also highlight which interventions have greatest efficacy in preventing ophthalmic surgery cancellations.

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Fig. 1: PRISMA diagram.
Fig. 2: ROC and PR curves for the classification model.

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Data availability

The data that support the findings of this study are available on request from the corresponding author KET. The data are not publicly available due to them containing information that could compromise patient privacy/consent.

References

  1. Henderson BA, Naveiras M, Butler N, Hertzmark E, Ferrufino-Ponce Z. Incidence and causes of ocular surgery cancellations in an ambulatory surgical center. J Cataract Refract Surg. 2006;32:95ā€“102. https://doi.org/10.1016/j.jcrs.2005.11.013

    ArticleĀ  PubMedĀ  Google ScholarĀ 

  2. al Talalwah N, McIltrot KH. Cancellation of surgeries: integrative review. J PeriAnesthesia Nurs. 2019;34:86ā€“96. https://doi.org/10.1016/j.jopan.2017.09.012

    ArticleĀ  Google ScholarĀ 

  3. Mayro EL, Pizzi LT, Hark LA, Murchison AP, Wisner D, Koka A, et al. A proposed intervention to decrease resident-performed cataract surgery cancellation in a tertiary eye care center. Am Health Drug Benefits. 2018;11:480ā€“7.

    PubMedĀ  PubMed CentralĀ  Google ScholarĀ 

  4. Sommer JL, Jacobsohn E, El-Gabalawy R. Impacts of elective surgical cancellations and postponements in Canada. Can J Anesthesia. 2021;68:315ā€“23. https://doi.org/10.1007/s12630-020-01824-z

    ArticleĀ  Google ScholarĀ 

  5. Maimaiti N, Rahimi A, Aghaie LA. Economic impact of surgery cancellation in a general hospital. Ethiop J Health Dev. 2016;30:94ā€“8.

  6. Mehran N, Ojalvo I, Myers JS, Razeghinejad R, Lee D, Kolomeyer NN. Surgical cancellations in glaucoma practice. Ophthalmol Glaucoma. 2021;4:427ā€“32. https://doi.org/10.1016/j.ogla.2020.12.006

    ArticleĀ  PubMedĀ  Google ScholarĀ 

  7. Maa A, Sullivan BR. Medical reasons for same-day cancellations in ophthalmic surgery at a VA hospital. Federal Pract. Published online 2010;27:17ā€“21.

  8. Boudreau SA, Gibson MJ. Surgical cancellations: a review of elective surgery cancellations in a tertiary care pediatric institution. J PeriAnesthesia Nurs. 2011;26:315ā€“22. https://doi.org/10.1016/j.jopan.2011.05.003

    ArticleĀ  Google ScholarĀ 

  9. Bamashmus M, Haider T, Al-Kershy R. Why is cataract surgery canceled? A retrospective evaluation. Eur J Ophthalmol. 2010;20:101ā€“5. https://doi.org/10.1177/112067211002000113

    ArticleĀ  PubMedĀ  Google ScholarĀ 

  10. Dey M, Fitter S, Ibrahim J. The incidence and causes of ocular surgery cancellations in a district general hospital unit. Invest. Ophthalmol. Vis. Sci. 2008;49:4993.

  11. Rozzi GC. zipcodeR: advancing the analysis of spatial data at the ZIP code level in R. Softw Impacts. 2021;9:100099. https://doi.org/10.1016/j.simpa.2021.100099

    ArticleĀ  Google ScholarĀ 

  12. Ohio Department of Taxation. Annual Tax Rates. https://tax.ohio.gov/wps/portal/gov/tax/individual/resources/annual-tax-rates.

  13. Cho HS, Lee Y, Lee S, Kim J, Kim T. Reasons for surgery cancellation in a general hospital: a 10-year study. Int J Environ Res Public Health. 2018;16. https://doi.org/10.3390/ijerph16010007

  14. Lansingh VC, Carter MJ, Martens M. Global cost-effectiveness of cataract surgery. Ophthalmology. 2007;114:1670ā€“8. https://doi.org/10.1016/j.ophtha.2006.12.013

    ArticleĀ  PubMedĀ  Google ScholarĀ 

  15. Waidmann TA, Rajan S. Race and ethnic disparities in health care access and utilization: an examination of state variation. Med Care Res Rev. 2000;57:55ā€“84. https://doi.org/10.1177/1077558700057001S04

    ArticleĀ  PubMedĀ  Google ScholarĀ 

  16. Mayberry RM, Mili F, Ofili E. Racial and ethnic differences in access to medical care. Med Care Res Rev. 2000;57:108ā€“45. https://doi.org/10.1177/1077558700057001S06

    ArticleĀ  PubMedĀ  Google ScholarĀ 

  17. Saito T, Rehmsmeier M. The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets. PLOS One. 2015;10:0118432. https://doi.org/10.1371/journal.pone.0118432

    ArticleĀ  Google ScholarĀ 

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Acknowledgements

RPS reports personal fees from Genentech/Roche, personal fees from Alcon/Novartis, grants from Apellis and Graybug, personal fees from Zeiss, personal fees from Bausch + Lomb, personal fees from Regeneron Pharmaceuticals, Inc and personal fees from Gyroscope and Asceplix. KET reports personal fees from Genentech/Roche, research fees from Zeiss and research grants from Regenxbio. All other authors report no disclosures. The authors report no funding sources related to this research. This work has not been presented at any meetings.

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Contributions

ARB was responsible for conducting the analysis, extracting and analysing data, interpreting results, writing the report, updating reference lists and creating the data tables. RK was responsible for designing the study protocol, interpreting results, writing the report, and updating reference lists. CCSV was responsible for interpreting results, writing the report, and providing feedback on the report. AK was responsible for designing the study protocol and extracting the data. RPS and KET were responsible for designing the study protocol and providing feedback on the report.

Corresponding author

Correspondence to Katherine E. Talcott.

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Bheemidi, A.R., Kailar, R., Valentim, C.C.S. et al. Baseline factors and reason for cancellation of elective ophthalmic surgery. Eye 37, 2788ā€“2794 (2023). https://doi.org/10.1038/s41433-023-02421-2

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