Skip to main content
Top
Published in: Annals of Surgical Oncology 8/2014

01-08-2014 | Colorectal Cancer

Hospital and Geographic Variability in Two Colorectal Cancer Surgery Outcomes: Complications and Mortality After Complications

Authors: M. Schootman, PhD, M. Lian, MD, PhD, S. L. Pruitt, PhD, S. Hendren, MD, MPH, M. Mutch, MD, A. D. Deshpande, PhD, D. B. Jeffe, PhD, N. O. Davidson, MD

Published in: Annals of Surgical Oncology | Issue 8/2014

Login to get access

Abstract

Background

The purpose of this study was to describe hospital and geographic variation in 30-day risk of surgical complications and death among colorectal cancer (CRC) patients and the extent to which patient-, hospital-, and census-tract-level characteristics increased risk of these outcomes.

Methods

We included patients at least 66 years old with first primary stage I–III CRC from the 2000–2005 National Cancer Institute’s Surveillance, Epidemiology, and End Results data linked with 1999–2005 Medicare claims. A multilevel, cross-classified logistic model was used to account for nesting of patients within hospitals and within residential census tracts. Outcomes were risk of complications and death after a complication within 30 days of surgery.

Results

Data were analyzed for 35,946 patients undergoing surgery at 1,222 hospitals and residing in 12,187 census tracts; 27.2 % of patients developed complications, and of these 13.4 % died. Risk-adjusted variability in complications across hospitals and census tracts was similar. Variability in mortality was larger than variability in complications, across hospitals and across census tracts. Specific characteristics increased risk of complications (e.g., census-tract-poverty rate, emergency surgery, and being African-American). No hospital characteristics increased complication risk. Specific characteristics increased risk of death (e.g. census-tract-poverty rate, being diagnosed with colon (versus rectal) cancer, and emergency surgery), while hospitals with at least 500 beds showed reduced death risk.

Conclusions

Large, unexplained variations exist in mortality after surgical complications in CRC across hospitals and geographic areas. The potential exists for quality improvement efforts targeted at the hospital and/or census-tract levels to prevent complications and augment hospitals’ ability to reduce mortality risk.
Literature
1.
go back to reference American Cancer Society. Cancer facts and figures. 2012. Atlanta: American Cancer Society, 2012. American Cancer Society. Cancer facts and figures. 2012. Atlanta: American Cancer Society, 2012.
2.
go back to reference Dekker J, van den Broek C, Bastiaannet E, van de Geest L, Tollenaar R, Liefers G. Importance of the first postoperative year in the prognosis of elderly colorectal cancer patients. Ann Surg Oncol. 2011;18:1533–9.PubMedCentralPubMedCrossRef Dekker J, van den Broek C, Bastiaannet E, van de Geest L, Tollenaar R, Liefers G. Importance of the first postoperative year in the prognosis of elderly colorectal cancer patients. Ann Surg Oncol. 2011;18:1533–9.PubMedCentralPubMedCrossRef
3.
go back to reference Panis Y, Maggiori L, Caranhac G, Bretagnol F, Vicaut E. Mortality after colorectal cancer surgery: a French survey of more than 84,000 patients. Ann Surg. 2011;254:738–43;(discussion 43–4).PubMedCrossRef Panis Y, Maggiori L, Caranhac G, Bretagnol F, Vicaut E. Mortality after colorectal cancer surgery: a French survey of more than 84,000 patients. Ann Surg. 2011;254:738–43;(discussion 43–4).PubMedCrossRef
4.
go back to reference Fazio VW, Tekkis PP, Remzi F, Lavery IC. Assessment of operative risk in colorectal cancer surgery: the Cleveland Clinic Foundation colorectal cancer model. Dis Colon Rectum. 2004;47:2015–24.PubMedCrossRef Fazio VW, Tekkis PP, Remzi F, Lavery IC. Assessment of operative risk in colorectal cancer surgery: the Cleveland Clinic Foundation colorectal cancer model. Dis Colon Rectum. 2004;47:2015–24.PubMedCrossRef
5.
go back to reference Morris EJ, Taylor EF, Thomas JD, Quirke P, Finan PJ, Coleman MP, et al. Thirty-day postoperative mortality after colorectal cancer surgery in England. Gut. 2011;60:806–13.PubMedCrossRef Morris EJ, Taylor EF, Thomas JD, Quirke P, Finan PJ, Coleman MP, et al. Thirty-day postoperative mortality after colorectal cancer surgery in England. Gut. 2011;60:806–13.PubMedCrossRef
6.
go back to reference Davila J, Rabeneck L, Berger D, El-Serag H. Postoperative 30-day mortality following surgical resection for colorectal cancer in veterans: changes in the right direction. Dig Dis Sci. 2005;50:1722–8.PubMedCrossRef Davila J, Rabeneck L, Berger D, El-Serag H. Postoperative 30-day mortality following surgical resection for colorectal cancer in veterans: changes in the right direction. Dig Dis Sci. 2005;50:1722–8.PubMedCrossRef
7.
go back to reference Schootman M, Lian M, Pruitt SL, et al. Variability in 30-day mortality following colorectal cancer surgery. Health Serv Res. Under review. Schootman M, Lian M, Pruitt SL, et al. Variability in 30-day mortality following colorectal cancer surgery. Health Serv Res. Under review.
8.
go back to reference Almoudaris AM, Burns EM, Mamidanna R, Bottle A, Aylin P, Vincent C, et al. Value of failure to rescue as a marker of the standard of care following reoperation for complications after colorectal resection. Br J Surg. 2011;98:1775–83.PubMedCrossRef Almoudaris AM, Burns EM, Mamidanna R, Bottle A, Aylin P, Vincent C, et al. Value of failure to rescue as a marker of the standard of care following reoperation for complications after colorectal resection. Br J Surg. 2011;98:1775–83.PubMedCrossRef
9.
go back to reference Silber JH, Williams SV, Krakauer H, Schwartz JS. Hospital and patient characteristics associated with death after surgery: a study of adverse occurrence and failure to rescue. Med Care. 1992;30:615–29.PubMedCrossRef Silber JH, Williams SV, Krakauer H, Schwartz JS. Hospital and patient characteristics associated with death after surgery: a study of adverse occurrence and failure to rescue. Med Care. 1992;30:615–29.PubMedCrossRef
10.
go back to reference Ghaferi AA, Dimick JB. Variation in mortality after high-risk cancer surgery: failure to rescue. Surg Oncol Clin N Am. 2012;21:389–95, vii.PubMedCrossRef Ghaferi AA, Dimick JB. Variation in mortality after high-risk cancer surgery: failure to rescue. Surg Oncol Clin N Am. 2012;21:389–95, vii.PubMedCrossRef
11.
go back to reference Ghaferi AA, Birkmeyer JD, Dimick JB. Complications, failure to rescue, and mortality with major inpatient surgery in medicare patients. Ann Surg. 2009;250:1029–34.PubMedCrossRef Ghaferi AA, Birkmeyer JD, Dimick JB. Complications, failure to rescue, and mortality with major inpatient surgery in medicare patients. Ann Surg. 2009;250:1029–34.PubMedCrossRef
12.
go back to reference Friese CR, Earle CC, Silber JH, Aiken LH. Hospital characteristics, clinical severity, and outcomes for surgical oncology patients. Surgery. 2010;147:602–9.PubMedCentralPubMedCrossRef Friese CR, Earle CC, Silber JH, Aiken LH. Hospital characteristics, clinical severity, and outcomes for surgical oncology patients. Surgery. 2010;147:602–9.PubMedCentralPubMedCrossRef
13.
go back to reference Warren JL, Klabunde CN, Schrag D, Bach PB, Riley GF. Overview of the SEER-Medicare data: content, research applications, and generalizability to the United States elderly population. Med Care. 2002;40:IV-3-18. Warren JL, Klabunde CN, Schrag D, Bach PB, Riley GF. Overview of the SEER-Medicare data: content, research applications, and generalizability to the United States elderly population. Med Care. 2002;40:IV-3-18.
14.
go back to reference Warren JL, Yabroff KR, Meekins A, Topor M, Lamont EB, Brown ML. Evaluation of trends in the cost of initial cancer treatment. J Natl Cancer Inst. 2008;100:888–97.PubMedCentralPubMedCrossRef Warren JL, Yabroff KR, Meekins A, Topor M, Lamont EB, Brown ML. Evaluation of trends in the cost of initial cancer treatment. J Natl Cancer Inst. 2008;100:888–97.PubMedCentralPubMedCrossRef
15.
go back to reference Hendren S, Birkmeyer JD, Yin H, Banerjee M, Sonnenday C, Morris AM. Surgical complications are associated with omission of chemotherapy for stage III colorectal cancer. Dis Colon Rectum. 2010;53:1587–93.PubMedCrossRef Hendren S, Birkmeyer JD, Yin H, Banerjee M, Sonnenday C, Morris AM. Surgical complications are associated with omission of chemotherapy for stage III colorectal cancer. Dis Colon Rectum. 2010;53:1587–93.PubMedCrossRef
16.
go back to reference Ghaferi AA, Birkmeyer JD, Dimick JB. Variation in hospital mortality associated with inpatient surgery. New Engl J Med. 2009;361:1368–75.PubMedCrossRef Ghaferi AA, Birkmeyer JD, Dimick JB. Variation in hospital mortality associated with inpatient surgery. New Engl J Med. 2009;361:1368–75.PubMedCrossRef
17.
go back to reference Hodgson DC, Fuchs CS, Ayanian JZ. Impact of patient and provider characteristics on the treatment and outcomes of colorectal cancer. J Natl Cancer Inst. 2001;93:501–15.PubMedCrossRef Hodgson DC, Fuchs CS, Ayanian JZ. Impact of patient and provider characteristics on the treatment and outcomes of colorectal cancer. J Natl Cancer Inst. 2001;93:501–15.PubMedCrossRef
18.
go back to reference Polite BN, Dignam JJ, Olopade OI. Colorectal cancer model of health disparities: understanding mortality differences in minority populations. J Clin Oncol. 2006;24:2179–87.PubMedCrossRef Polite BN, Dignam JJ, Olopade OI. Colorectal cancer model of health disparities: understanding mortality differences in minority populations. J Clin Oncol. 2006;24:2179–87.PubMedCrossRef
21.
go back to reference Diggs JC, Xu F, Diaz M, Cooper GS, Koroukian SM. Failure to screen: predictors and burden of emergency colorectal cancer resection. Am J Manag Care. 2007;13:157–64.PubMed Diggs JC, Xu F, Diaz M, Cooper GS, Koroukian SM. Failure to screen: predictors and burden of emergency colorectal cancer resection. Am J Manag Care. 2007;13:157–64.PubMed
22.
go back to reference Rabeneck L, Paszat LF, Li C. Risk factors for obstruction, perforation, or emergency admission at presentation in patients with colorectal cancer: a population-based study. Am J Gastroenterol. 2006;101:1098–103.PubMedCrossRef Rabeneck L, Paszat LF, Li C. Risk factors for obstruction, perforation, or emergency admission at presentation in patients with colorectal cancer: a population-based study. Am J Gastroenterol. 2006;101:1098–103.PubMedCrossRef
23.
go back to reference Snijders TAB, Bosker RJ. Multilevel analysis. An introduction to basic and advanced multilevel modeling. London: Sage, 1999. Snijders TAB, Bosker RJ. Multilevel analysis. An introduction to basic and advanced multilevel modeling. London: Sage, 1999.
24.
go back to reference Merlo J, Chaix B, Ohlsson H, Beckman A, Johnell K, Hjerpe P, et al. A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health. 2006;60:290–7.PubMedCentralPubMedCrossRef Merlo J, Chaix B, Ohlsson H, Beckman A, Johnell K, Hjerpe P, et al. A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health. 2006;60:290–7.PubMedCentralPubMedCrossRef
25.
go back to reference Rothman RL, Greenland S, Lash TL. Modern epidemiology (3rd ed). Philadelphia: Wolters Kluer, Lippincott Williams & Wilkins, 2008. Rothman RL, Greenland S, Lash TL. Modern epidemiology (3rd ed). Philadelphia: Wolters Kluer, Lippincott Williams & Wilkins, 2008.
27.
go back to reference Rogers SO, Jr., Wolf RE, Zaslavsky AM, Wright WE, Ayanian JZ. Relation of surgeon and hospital volume to processes and outcomes of colorectal cancer surgery. Ann Surg. 2006;244:1003–11.PubMedCentralPubMedCrossRef Rogers SO, Jr., Wolf RE, Zaslavsky AM, Wright WE, Ayanian JZ. Relation of surgeon and hospital volume to processes and outcomes of colorectal cancer surgery. Ann Surg. 2006;244:1003–11.PubMedCentralPubMedCrossRef
28.
go back to reference Hung WW, Egol KA, Zuckerman JD, Siu AL. Hip fracture management: tailoring care for the older patient. JAMA. 2012;307:2185–94.PubMedCrossRef Hung WW, Egol KA, Zuckerman JD, Siu AL. Hip fracture management: tailoring care for the older patient. JAMA. 2012;307:2185–94.PubMedCrossRef
29.
go back to reference Hinami K, Feinglass J, Ferranti DE, Williams MV. Potential role of comanagement in “rescue” of surgical patients. Am J Manag Care. 2011;17:e333–9.PubMed Hinami K, Feinglass J, Ferranti DE, Williams MV. Potential role of comanagement in “rescue” of surgical patients. Am J Manag Care. 2011;17:e333–9.PubMed
30.
go back to reference Story DA. Postoperative mortality and complications. Best Pract Res Clin Anaesthesiol. 2011;25:319–27.PubMedCrossRef Story DA. Postoperative mortality and complications. Best Pract Res Clin Anaesthesiol. 2011;25:319–27.PubMedCrossRef
31.
go back to reference Aiken LH, Clarke SP, Sloane DM, Sochalski J, Silber JH. Hospital nurse staffing and patient mortality, nurse burnout, and job dissatisfaction. JAMA. 2002;288:1987–93.PubMedCrossRef Aiken LH, Clarke SP, Sloane DM, Sochalski J, Silber JH. Hospital nurse staffing and patient mortality, nurse burnout, and job dissatisfaction. JAMA. 2002;288:1987–93.PubMedCrossRef
33.
go back to reference Varadhan KK, Neal KR, Dejong CHC, Fearon KCH, Ljungqvist O, Lobo DN. The enhanced recovery after surgery (ERAS) pathway for patients undergoing major elective open colorectal surgery: a meta-analysis of randomized controlled trials. Clin Nutr. 2010;29:434–40.PubMedCrossRef Varadhan KK, Neal KR, Dejong CHC, Fearon KCH, Ljungqvist O, Lobo DN. The enhanced recovery after surgery (ERAS) pathway for patients undergoing major elective open colorectal surgery: a meta-analysis of randomized controlled trials. Clin Nutr. 2010;29:434–40.PubMedCrossRef
34.
go back to reference Richman JS, Hosokawa PW, Min S-J, Tomeh MG, Neumayer L, Campbell DA Jr. Toward prospective identification of high-risk surgical patients. Am Surg. 2012;78:755–60.PubMed Richman JS, Hosokawa PW, Min S-J, Tomeh MG, Neumayer L, Campbell DA Jr. Toward prospective identification of high-risk surgical patients. Am Surg. 2012;78:755–60.PubMed
35.
go back to reference Hamel MB, Henderson WG, Khuri SF, Daley J. Surgical outcomes for patients aged 80 and older: morbidity and mortality from major noncardiac surgery. J Am Geriatr Soc. 2005;53:424–9.PubMedCrossRef Hamel MB, Henderson WG, Khuri SF, Daley J. Surgical outcomes for patients aged 80 and older: morbidity and mortality from major noncardiac surgery. J Am Geriatr Soc. 2005;53:424–9.PubMedCrossRef
36.
go back to reference Havey R, Herriman E, O’Brien D. Guarding the gut: early mobility after abdominal surgery. Crit Care Nurs Q. 2013;36:63–72.PubMedCrossRef Havey R, Herriman E, O’Brien D. Guarding the gut: early mobility after abdominal surgery. Crit Care Nurs Q. 2013;36:63–72.PubMedCrossRef
37.
go back to reference Holte K, Foss NB, Andersen J, Valentiner L, Lund C, Bie P, et al. Liberal or restrictive fluid administration in fast-track colonic surgery: a randomized, double-blind study. Br J Anaesth. 2007;99:500–8.PubMedCrossRef Holte K, Foss NB, Andersen J, Valentiner L, Lund C, Bie P, et al. Liberal or restrictive fluid administration in fast-track colonic surgery: a randomized, double-blind study. Br J Anaesth. 2007;99:500–8.PubMedCrossRef
38.
go back to reference Story DA. Postoperative mortality and complications. Best Pract Res Clin Anaesthesiol. 2011;25:319–27.PubMedCrossRef Story DA. Postoperative mortality and complications. Best Pract Res Clin Anaesthesiol. 2011;25:319–27.PubMedCrossRef
39.
go back to reference To KB, Napolitano LM. Common complications in the critically ill patient. Surg Clin North Am. 2012;92:1519–57.PubMedCrossRef To KB, Napolitano LM. Common complications in the critically ill patient. Surg Clin North Am. 2012;92:1519–57.PubMedCrossRef
40.
go back to reference Romano PS, Schembri ME, Rainwater JA. Can administrative data be used to ascertain clinically significant postoperative complications? Am J Med Qual. 2002;17:145–54.PubMedCrossRef Romano PS, Schembri ME, Rainwater JA. Can administrative data be used to ascertain clinically significant postoperative complications? Am J Med Qual. 2002;17:145–54.PubMedCrossRef
41.
go back to reference Longo W, Virgo K, Johnson F, Oprian CA, Vernava AM, Wade TP, et al. Risk factors for morbidity and mortality after colectomy for colon cancer. Dis Colon Rectum. 2000;43:83–91.PubMedCrossRef Longo W, Virgo K, Johnson F, Oprian CA, Vernava AM, Wade TP, et al. Risk factors for morbidity and mortality after colectomy for colon cancer. Dis Colon Rectum. 2000;43:83–91.PubMedCrossRef
42.
go back to reference Cohen ME, Bilimoria KY, Ko CY, Hall BL. Development of an American College of Surgeons National Surgery Quality Improvement Program: morbidity and mortality risk calculator for colorectal surgery. J Am Coll Surg. 2009;208:1009–16.PubMedCrossRef Cohen ME, Bilimoria KY, Ko CY, Hall BL. Development of an American College of Surgeons National Surgery Quality Improvement Program: morbidity and mortality risk calculator for colorectal surgery. J Am Coll Surg. 2009;208:1009–16.PubMedCrossRef
43.
go back to reference Owens WD, Felts JA, Spitznagel EL, Jr. ASA physical status classifications: a study of consistency of ratings. Anesthesiology. 1978;49:239–43.PubMedCrossRef Owens WD, Felts JA, Spitznagel EL, Jr. ASA physical status classifications: a study of consistency of ratings. Anesthesiology. 1978;49:239–43.PubMedCrossRef
44.
go back to reference Al-Refaie WB, Parsons HM, Habermann EB, Kwaan M, Spencer MP, Henderson WG, et al. Operative outcomes beyond 30-day mortality: colorectal cancer surgery in oldest old. Ann Surg. 2011;253:947–52.PubMedCrossRef Al-Refaie WB, Parsons HM, Habermann EB, Kwaan M, Spencer MP, Henderson WG, et al. Operative outcomes beyond 30-day mortality: colorectal cancer surgery in oldest old. Ann Surg. 2011;253:947–52.PubMedCrossRef
Metadata
Title
Hospital and Geographic Variability in Two Colorectal Cancer Surgery Outcomes: Complications and Mortality After Complications
Authors
M. Schootman, PhD
M. Lian, MD, PhD
S. L. Pruitt, PhD
S. Hendren, MD, MPH
M. Mutch, MD
A. D. Deshpande, PhD
D. B. Jeffe, PhD
N. O. Davidson, MD
Publication date
01-08-2014
Publisher
Springer US
Published in
Annals of Surgical Oncology / Issue 8/2014
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-013-3472-x

Other articles of this Issue 8/2014

Annals of Surgical Oncology 8/2014 Go to the issue