Abstract
This study analyzes the relationship between hospital teaching status, failure to rescue, and time of year in select gastrointestinal operations. Procedure codes for laparoscopic cholecystectomy, colectomy, and pancreatectomy were queried from the Nationwide Inpatient Sample (2004–2011). Failure to rescue was defined as inpatient mortality when ≥1 complication. A total of 2,777,267 laparoscopic cholecystectomies, 2,519,903 colectomies, and 129,619 pancreatectomies were performed. Teaching hospitals had increased overall rates of failure to rescue compared to non-teaching hospitals, 10.0 vs. 9.5 % (p = 0.0187), particularly between May and August. There was greater inter-month variability in non-teaching hospitals amongst individual operations. On multivariable analysis, July was not predictive of increased odds of failure to rescue. Teaching status, hospital characteristics, and patient demographics were associated with increased odds of failure to rescue. Although teaching hospitals have a higher overall failure to rescue rate amongst the selected gastrointestinal operations, odds of failure to rescue are not increased in the month of July. Non-teaching hospitals tend to exhibit more monthly variation in failure to rescue rates, and hospital/patient demographics are predictive of failure to rescue. Further investigation targeted at identifying drivers of temporal variation is warranted to optimize patient outcomes.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11605-016-3120-4/MediaObjects/11605_2016_3120_Fig1_HTML.gif)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11605-016-3120-4/MediaObjects/11605_2016_3120_Fig2_HTML.gif)
Similar content being viewed by others
References
Hoyt B. Commentary on: Escalation of care and failure to rescue: A multicenter, multiprofessional, qualitative study. Surgery. 2014;155:995.
Brown T. Don’t get sick in July. The New York Times. July 14, 2012.
Krell RW, Birkmeyer NJO, Reames BN, Carlin AM, Birkmeyer JD, Finks JF. Effects of resident involvement on complication rates after laparoscopic gastric bypass. J Am Coll Surg. 2014;218:253–260.
Bakur M, Singer MB, Chung R, Ley, EJ, Malinoski, DJ, Marguiles, DR, Salim A. Influence of resident involvement on trauma care outcomes. Arch Surg. 2012;147:856–862.
Spolverato G, Ejaz A, Hyder O, Kim Y, Pawlik TM. Failure to rescue as a source of variation in hospital mortality after hepatic surgery. BJS. 2014;101:836–846.
Ghaferi AA, Osborne NH, Birkmeyer JD, Dimick JB. Hospital characteristics associated with failure to rescue from complications after pancreatectomy. J Am Coll Surg. 2010;211:325–330.
Sammon JD, Pucheril D, Abdollah F, Varda B, Sood A, Bhojani N, Chang SL, Kim SP, Ruhotina N, Schmid M, Sun M, Kibel AS, Menon M, Semel ME, Trinh QD . Preventable mortality after common urological surgery: failing to rescue? BJU Int. 2015;115:666–674.
Raval MV, Wang X, Cohen ME, Ingraham AM, Bentrem DJ, Dimick JB, Flynn T, Hall BL, Ko CY. The influence of resident involvement on surgical outcomes. J Am Coll Surg. 2011;212:889–898.
Ghaferi AA, Birkmeyer JD, Dimick JB. Variation in Hospital Mortality Associated with inpatent surgery. N Engl J Med. 2009;361(14):1368–1375.
Silber J, Williams S, Krakauer H, Schwartz J. Hospital and patient characteristics associated with death after surgery. A study of adverse occurence and failure to rescue. Med Care. 1992;30:615–629.
Relles DM, Burkhart RA, Pucci MJ, Sendecki J, Tholey R, Drueding R, Sauter PK, Kennedy EP, Winter jM, Lavu H, Yeo CJ. Does resident experience affect outcomes in complex abdominal surgery? Pancreaticoduodenectomy as an example. J Gastrointest Surg. 2014;18:279–285; discussion 285.
Kiran RP, Ahmed Ali U, Coffey JC, Vogel JD, Pokala N, Fazio VW. Impact of resident participation in surgical operations on postoperative outcomes: National Surgical Quality Improvement Program. Ann Surg. 2012;256:469–475.
Davis SS, Jr., Husain FA, Lin E, Nandipati KC, Perez S, Sweeney JF. Resident participation in index laparoscopic general surgical cases: impact of the learning environment on surgical outcomes. J Am Coll Surg. 2013;216:96–104.
Rich EC. The Relationship of House Staff Experience to the Cost and Quality of Inpatient Care. JAMA: The Journal of the American Medical Association. 1990;263:953.
Englesbe MJ, Pelletier SJ, Magee JC, Gauger P, Schifftner T, Henderson WG, Khuri SF, Campbell DA. Seasonal variation in surgical outcomes as measured by the American College of Surgeons-National Surgical Quality Improvement Program (ACS-NSQIP). Ann Surg. 2007;246:456–462; discussion 463–465.
Tseng WH, ** L, Canter RJ, Martinez SR, Khatri VP, Gauvin J, Bold RJ, Wisner D, Taylor S, Chen SL. Surgical resident involvement is safe for common elective general surgery procedures. J Am Coll Surg. 2011;213:19–26; discussion 26–18.
Castleberry AW, Clary BM, Migaly J, Worni M, Ferranti JM, Pappas TN, Scarborough JE. Resident education in the era of patient safety: a nationwide analysis of outcomes and complications in resident-assisted oncologic surgery. Ann Surg Oncol. 2013;20:3715–3724.
Hennessey PT, Francis HW, Gourin CG. Is there a “July effect” for head and neck cancer surgery? Laryngoscope. 2013;123:1889–1895.
Martin M. Failure to rescue from residents? Arch Surg. 2012;147:862–863.
Young JQ, Ranji SR, Wachter RM, Lee CM, Niehaus B, Auerbach AD. “July effect”: impact of the academic year-end changeover on patient outcomes: a systematic review. Ann Intern Med. 2011;155:309–315.
Schroeppel TJ, Fischer PE, Magnotti LJ, Croce MA, Fabian TC. The “July phenomenon”: is trauma the exception? J Am Coll Surg. 2009;209:378–384.
Claridge JA, Schulman AM, Sawyer RG, Ghezel-Ayagh A, Young JS. The “July phenomenon” and the care of the severely injured patient: fact or fiction? Surgery. 2001;130:346–353.
Highstead RG, Johnson LS, Street JH, 3rd, Trankiem CT, Kennedy SO, Sava JA. July--as good a time as any to be injured. J Trauma. 2009;67:1087–1090.
Gopaldas RR, Overbey DM, Dao TK, Markley JG. The impact of academic calendar cycle on coronary artery bypass outcomes: a comparison of teaching and non-teaching hospitals. J Cardiothorac Surg. 2013;8:191.
Waits SA, Sheetz KH, Campbell DA, Ghaferi AA, Englesbe MJ, Eliason JL, Henke PK. Failure to rescue and mortality following repair of abdominal aortic aneurysm. J Vasc Surg. 2014;59:909–914 e901.
Ravi P, Trinh V, Sun M, Sammon J, Sukumar S, Gervais MK, Shariat SF, Kim SP, Kowalczyk KJ, Hu JC, Menon M, Karakiewicz PI, Trinh QD. Is there any evidence of a “July effect” in patients undergoing major cancer surgery? Can J Surg. 2014;57:82–88.
Elixhauser A, Steiner C, Harris D. Comorbidity measures for use with administrative data. Med Care. 1998;36:8–27.
Silber JH, Romano PS, Rosen AK, Wang Y, Even-Shoshan O, Volpp KG. Failure-to-rescue: comparing definitions to measure quality of care. Med Care. 2007;45:918–925.
Ghaferi AA, Birkmeyer JD, Dimick JB. Complications, Failure to Rescue, and Mortality With Major Inpatient Surgery in Medicare Patients. Annals of Surgery. 2009;250:1029–1034.
Goldstein SD, Papandria DJ, Aboagye J, Salazar JH, Van Arendonk K, Al-Omar K, Ortega G, Sacco Casamassima CG, Abdullah F The “weekend effect” in pediatric surgery - increased mortality for children undergoing urgent surgery during the weekend. J Pediatr Surg. 2014;49:1087–1091.
Averbukh Y, Southern W. A “reverse july effect”: association between timing of admission, medical team workload, and 30-day readmission rate. J Grad Med Educ. 2014;6:65–70.
Nguyen GC, Patel AM. Racial disparities in mortality in patients undergoing bariatric surgery in the U.S.A. Obes Surg. 2013;23:1508–1514.
Acknowledgment
The authors would like to acknowledge the awarding of the Howard Hughes Medical Institute Early Career Award, American Surgical Association Foundation Fellowship, American Cancer Society MSRG 10-003-01 (to JFT) and the Hartford Hospital Pyrtek Fund Research Fellowship (to LAB).
This manuscript was presented as a brief oral presentation at the Digestive Disease Week/SSAT in the SSAT Quick Shots: Small bowel and colorectal surgery section on May 19, 2015 in Washington, DC.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
This study was deemed exempt by the Beth Israel Deaconess Medical Center Institutional Review Board.
Rights and permissions
About this article
Cite this article
Watkins, A.A., Bliss, L.A., Cameron, D.B. et al. Deconstructing the “July Effect” in Operative Outcomes: A National Study. J Gastrointest Surg 20, 1012–1019 (2016). https://doi.org/10.1007/s11605-016-3120-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11605-016-3120-4