Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 Nov;18(11):1021-1033.
doi: 10.1002/jhm.13206. Epub 2023 Sep 20.

Patient, provider, and system-level factors associated with preoperative cardiac testing: A systematic review

Affiliations

Patient, provider, and system-level factors associated with preoperative cardiac testing: A systematic review

Michael I Ellenbogen et al. J Hosp Med. 2023 Nov.

Abstract

Background: Overuse of preoperative cardiac testing contributes to high healthcare costs and delayed surgeries. A large body of research has evaluated factors associated with variation in preoperative cardiac testing. However, patient, provider, and system-level factors associated with variation in testing have not been systematically studied.

Objective: To conduct a systematic review to better delineate the patient, provider, and system-level factors associated with variation in preoperative cardiac testing.

Methods: We included studies of an adult US population evaluating a patient, provider, or system-level factor associated with variation in preoperative cardiac testing for noncardiac surgery since 2012. Our search strategy used terms related to preoperative testing, diagnostic cardiac tests, and care variation with Ovid MEDLINE and Embase from inception through January 2023. We extracted study characteristics and factors associated with variation and qualitatively analyzed them. We assessed risk of bias using the Newcastle-Ottawa Scale and Evidence Project Risk of Bias tool.

Results: Twenty-eight articles met inclusion criteria. Older age and higher comorbidity were strongly associated with higher-intensity testing. The evidence for provider and system-level covariates was weaker. However, there was strong evidence that a focus on primary care and away from preoperative clinic and cardiac consultations was associated with less testing and that interventions to reduce low-value testing can be successful.

Conclusions: There is significant interprovider and interhospital variation in preoperative cardiac testing, the correlates of which are not well-defined. Further work should aim to better understand these factors.

PubMed Disclaimer

Conflict of interest statement

Conflicts of interest: The authors have no conflicts of interest to declare.

Figures

Figure 1 –
Figure 1 –
Evidence Search and Selection

References

    1. Fisher ES, Wennberg JE, Stukel TA, et al. Associations among hospital capacity, utilization, and mortality of US Medicare beneficiaries, controlling for sociodemographic factors. Health Serv Res. 2000;34(6):1351–1362. - PMC - PubMed
    1. Oakes AH, Sen AP, Segal JB. Understanding Geographic Variation in Systemic Overuse Among the Privately Insured. Medical Care. 2020;58(3):257–264. doi:10.1097/MLR.0000000000001271 - DOI - PubMed
    1. Ganguli I, Morden NE, Yang CWW, Crawford M, Colla CH. Low-Value Care at the Actionable Level of Individual Health Systems. JAMA Intern Med. 2021;181(11):1490. doi:10.1001/jamainternmed.2021.5531 - DOI - PMC - PubMed
    1. Segal JB, Sen AP, Glanzberg-Krainin E, Hutfless S. Factors Associated With Overuse of Health Care Within US Health Systems: A Cross-sectional Analysis of Medicare Beneficiaries From 2016 to 2018. JAMA Health Forum. 2022;3(1):e214543. doi:10.1001/jamahealthforum.2021.4543 - DOI - PMC - PubMed
    1. Ellenbogen MI, Prichett L, Johnson PT, Brotman DJ. Development of a Simple Index to Measure Overuse of Diagnostic Testing at the Hospital Level Using Administrative Data. J Hosp Med. 2021;16(2):77–83. doi:10.12788/jhm.3547 - DOI - PMC - PubMed

Publication types

LinkOut - more resources