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Published in: BMC Health Services Research 1/2012

Open Access 01-12-2012 | Research article

Variation in cancer surgical outcomes associated with physician and nurse staffing: a retrospective observational study using the Japanese Diagnosis Procedure Combination Database

Authors: Hideo Yasunaga, Hideki Hashimoto, Hiromasa Horiguchi, Hiroaki Miyata, Shinya Matsuda

Published in: BMC Health Services Research | Issue 1/2012

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Abstract

Background

Little is known about the effects of professional staffing on cancer surgical outcomes. The present study aimed to investigate the association between cancer surgical outcomes and physician/nurse staffing in relation to hospital volume.

Methods

We analyzed 131,394 patients undergoing lung lobectomy, esophagectomy, gastrectomy, colorectal surgery, hepatectomy or pancreatectomy for cancer between July and December, 2007–2008, using the Japanese Diagnosis Procedure Combination database linked to the Survey of Medical Institutions data. Physician-to-bed ratio (PBR) and nurse-to-bed ratio (NBR) were determined for each hospital. Hospital volume was categorized into low, medium and high for each of six cancer surgeries. Failure to rescue (FTR) was defined as a proportion of inhospital deaths among those with postoperative complications. Multi-level logistic regression analysis was performed to examine the association between physician/nurse staffing and FTR, adjusting for patient characteristics and hospital volume.

Results

Overall inhospital mortality was 1.8%, postoperative complication rate was 15.2%, and FTR rate was 11.9%. After adjustment for hospital volume, FTR rate in the group with high PBR (≥19.7 physicians per 100 beds) and high NBR (≥77.0 nurses per 100 beds) was significantly lower than that in the group with low PBR (<19.7) and low NBR (<77.0) (9.2% vs. 14.5%; odds ratio, 0.76; 95% confidence interval, 0.68–0.86; p < 0.001).

Conclusions

Well-staffed hospitals confer a benefit for cancer surgical patients regarding reduced FTR, irrespective of hospital volume. These results suggest that consolidation of surgical centers linked with migration of medical professionals may improve the quality of cancer surgical management.
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Literature
3.
go back to reference Birkmeyer JD, Siewers AE, Finlayson EV, Stukel TA, Lucas FL, Batista I, Welch HG, Wennberg DE: Hospital volume and surgical mortality in the United States. N Engl J Med. 2002, 346: 1128-1137. 10.1056/NEJMsa012337.CrossRefPubMed Birkmeyer JD, Siewers AE, Finlayson EV, Stukel TA, Lucas FL, Batista I, Welch HG, Wennberg DE: Hospital volume and surgical mortality in the United States. N Engl J Med. 2002, 346: 1128-1137. 10.1056/NEJMsa012337.CrossRefPubMed
4.
go back to reference Finlayson EV, Goodney PP, Birkmeyer JD: Hospital volume and operative mortality in cancer surgery. Arch Surg. 2003, 138: 721-725. 10.1001/archsurg.138.7.721.CrossRefPubMed Finlayson EV, Goodney PP, Birkmeyer JD: Hospital volume and operative mortality in cancer surgery. Arch Surg. 2003, 138: 721-725. 10.1001/archsurg.138.7.721.CrossRefPubMed
5.
go back to reference Ho V, Heslin MJ, Yun H, Howard L: Trends in hospital and surgeon volume and operative mortality for cancer surgery. Ann Surg Oncol. 2006, 13: 851-858. 10.1245/ASO.2006.07.021.CrossRefPubMed Ho V, Heslin MJ, Yun H, Howard L: Trends in hospital and surgeon volume and operative mortality for cancer surgery. Ann Surg Oncol. 2006, 13: 851-858. 10.1245/ASO.2006.07.021.CrossRefPubMed
6.
go back to reference Yasunaga H, Yanaihara H, Fuji K, Horiguchi H, Hashimoto H, Matsuda S: Impact of hospital volume on postoperative complications and in-hospital mortality following renal surgery: data from the Japanese Diagnosis Procedure Combination database. Urology. 2010, 76: 548-552. 10.1016/j.urology.2010.03.021.CrossRefPubMed Yasunaga H, Yanaihara H, Fuji K, Horiguchi H, Hashimoto H, Matsuda S: Impact of hospital volume on postoperative complications and in-hospital mortality following renal surgery: data from the Japanese Diagnosis Procedure Combination database. Urology. 2010, 76: 548-552. 10.1016/j.urology.2010.03.021.CrossRefPubMed
7.
go back to reference Yasunaga H, Matsuyama Y, Ohe K, The Japan Surgical Society: Effects of hospital and surgeon volumes on operating times, postoperative complications, and length of stay following laparoscopic colectomy. Surg Today. 2009, 39: 955-961. 10.1007/s00595-008-4052-8.CrossRefPubMed Yasunaga H, Matsuyama Y, Ohe K, The Japan Surgical Society: Effects of hospital and surgeon volumes on operating times, postoperative complications, and length of stay following laparoscopic colectomy. Surg Today. 2009, 39: 955-961. 10.1007/s00595-008-4052-8.CrossRefPubMed
8.
go back to reference Yasunaga H, Matsuyama Y, Ohe K, Japan Surgical Society: The effects of hospital and surgeon volumes on postoperative complications and length of stay after esophagectomy in Japan. Surg Today. 2009, 39: 566-571. 10.1007/s00595-008-3832-5.CrossRefPubMed Yasunaga H, Matsuyama Y, Ohe K, Japan Surgical Society: The effects of hospital and surgeon volumes on postoperative complications and length of stay after esophagectomy in Japan. Surg Today. 2009, 39: 566-571. 10.1007/s00595-008-3832-5.CrossRefPubMed
9.
go back to reference Yasunaga H, Matsuyama Y, Ohe K, Japan Surgical Society: Volume-outcome relationship in rectal cancer surgery: a new perspective. Surg Today. 2009, 39: 663-668. 10.1007/s00595-008-3848-x.CrossRefPubMed Yasunaga H, Matsuyama Y, Ohe K, Japan Surgical Society: Volume-outcome relationship in rectal cancer surgery: a new perspective. Surg Today. 2009, 39: 663-668. 10.1007/s00595-008-3848-x.CrossRefPubMed
10.
go back to reference Pronovost PJ, Angus DC, Dorman T, Robinson KA, Dremsizov TT, Young TL: Physician staffing patterns and clinical outcomes in critically ill patients: a systemic review. JAMA. 2002, 288: 2151-2162. 10.1001/jama.288.17.2151.CrossRefPubMed Pronovost PJ, Angus DC, Dorman T, Robinson KA, Dremsizov TT, Young TL: Physician staffing patterns and clinical outcomes in critically ill patients: a systemic review. JAMA. 2002, 288: 2151-2162. 10.1001/jama.288.17.2151.CrossRefPubMed
11.
go back to reference Jarman B, Gault S, Alves B, Hider A, Dolan S, Cook A, Hurwitz B, Iezzoni LI: Explaining differences in English hospital death rates using routinely corrected data. BMJ. 1999, 318: 1515-1520. 10.1136/bmj.318.7197.1515.CrossRefPubMedPubMedCentral Jarman B, Gault S, Alves B, Hider A, Dolan S, Cook A, Hurwitz B, Iezzoni LI: Explaining differences in English hospital death rates using routinely corrected data. BMJ. 1999, 318: 1515-1520. 10.1136/bmj.318.7197.1515.CrossRefPubMedPubMedCentral
12.
go back to reference Elixhauser A, Steiner C, Fraser I: Volume thresholds and hospital characteristics in the United States. Health Aff. 2003, 22: 167-177.CrossRef Elixhauser A, Steiner C, Fraser I: Volume thresholds and hospital characteristics in the United States. Health Aff. 2003, 22: 167-177.CrossRef
13.
go back to reference Kane RL, Shamliyan TA, Mueller C, Duval S, Wilt TJ: The association of registered nurse staffing levels and patient outcomes: systematic review and meta-analysis. Med Care. 2007, 45: 1195-1204. 10.1097/MLR.0b013e3181468ca3.CrossRefPubMed Kane RL, Shamliyan TA, Mueller C, Duval S, Wilt TJ: The association of registered nurse staffing levels and patient outcomes: systematic review and meta-analysis. Med Care. 2007, 45: 1195-1204. 10.1097/MLR.0b013e3181468ca3.CrossRefPubMed
14.
go back to reference Aiken LH, Cimiotti JP, Sloane DM, Smith HL, Flynn L, Neff DF: Effects of nurse staffing and nurse education on patient deaths in hospitals with different nurse work environments. Med Care. 2011, 49: 1047-1053. 10.1097/MLR.0b013e3182330b6e.CrossRefPubMedPubMedCentral Aiken LH, Cimiotti JP, Sloane DM, Smith HL, Flynn L, Neff DF: Effects of nurse staffing and nurse education on patient deaths in hospitals with different nurse work environments. Med Care. 2011, 49: 1047-1053. 10.1097/MLR.0b013e3182330b6e.CrossRefPubMedPubMedCentral
15.
go back to reference Van den Heede K, Lesaffre E, Diya L, Vleugels A, Clarke SP, Aiken LH, Sermeus W: The relationship between inpatient cardiac surgery mortality and nurse numbers and educational level: analysis of administrative data. Int J Nurs Stud. 2009, 46: 796-803. 10.1016/j.ijnurstu.2008.12.018.CrossRefPubMedPubMedCentral Van den Heede K, Lesaffre E, Diya L, Vleugels A, Clarke SP, Aiken LH, Sermeus W: The relationship between inpatient cardiac surgery mortality and nurse numbers and educational level: analysis of administrative data. Int J Nurs Stud. 2009, 46: 796-803. 10.1016/j.ijnurstu.2008.12.018.CrossRefPubMedPubMedCentral
16.
go back to reference Organization for Economic Cooperation and Development: Health Data 2010. 2010 Organization for Economic Cooperation and Development: Health Data 2010. 2010
17.
go back to reference Shahian DM, Normand ST: Low-volume coronary artery bypass surgery: Measuring and optimizing performance. J Thorac Cardiovasc Surg. 2008, 135: 1202-1209. 10.1016/j.jtcvs.2007.12.037.CrossRefPubMed Shahian DM, Normand ST: Low-volume coronary artery bypass surgery: Measuring and optimizing performance. J Thorac Cardiovasc Surg. 2008, 135: 1202-1209. 10.1016/j.jtcvs.2007.12.037.CrossRefPubMed
18.
go back to reference 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. 10.1097/MLR.0b013e31812e01cc.CrossRefPubMed 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. 10.1097/MLR.0b013e31812e01cc.CrossRefPubMed
19.
go back to reference Ghaferi AA, Birkmeyer JD, Dimik JB: Variation in hospital mortality associated with inpatient surgery. N Engl J Med. 2009, 361: 1368-1375. 10.1056/NEJMsa0903048.CrossRefPubMed Ghaferi AA, Birkmeyer JD, Dimik JB: Variation in hospital mortality associated with inpatient surgery. N Engl J Med. 2009, 361: 1368-1375. 10.1056/NEJMsa0903048.CrossRefPubMed
20.
go back to reference Kuwabara K, Matsuda S, Fushimi K, Ishikawa KB, Horiguchi H, Fujimori K, Yasunaga H, Miyata H: Quantitative assessment of the advantages of laparoscopic gastrectomy and the impact of volume-related hospital characteristics on resource use and outcomes of gastrectomy patients in Japan. Ann Surg. 2011, 253: 64-70. 10.1097/SLA.0b013e318204e524.CrossRefPubMed Kuwabara K, Matsuda S, Fushimi K, Ishikawa KB, Horiguchi H, Fujimori K, Yasunaga H, Miyata H: Quantitative assessment of the advantages of laparoscopic gastrectomy and the impact of volume-related hospital characteristics on resource use and outcomes of gastrectomy patients in Japan. Ann Surg. 2011, 253: 64-70. 10.1097/SLA.0b013e318204e524.CrossRefPubMed
21.
go back to reference Sumitani M, Uchida K, Yasunaga H, Horiguchi H, Kusakabe Y, Matsuda S, Yamada Y: Prevalence of malignant hyperthermia and relationship with anesthetics in Japan: data from the Diagnosis Procedure Combination Database. Anesthesiology. 2011, 114: 84-90. 10.1097/ALN.0b013e318200197d.CrossRefPubMed Sumitani M, Uchida K, Yasunaga H, Horiguchi H, Kusakabe Y, Matsuda S, Yamada Y: Prevalence of malignant hyperthermia and relationship with anesthetics in Japan: data from the Diagnosis Procedure Combination Database. Anesthesiology. 2011, 114: 84-90. 10.1097/ALN.0b013e318200197d.CrossRefPubMed
22.
go back to reference Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi JC, Saunders LD, Beck CA, Feasby TE, Ghali WA: Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005, 43: 1130-1139. 10.1097/01.mlr.0000182534.19832.83.CrossRefPubMed Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi JC, Saunders LD, Beck CA, Feasby TE, Ghali WA: Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005, 43: 1130-1139. 10.1097/01.mlr.0000182534.19832.83.CrossRefPubMed
23.
go back to reference McGrath PD, Wennberg DE, Dickens JD, Siewers AE, Lucas FL, Malenka DJ, Kellett MA, Ryan TJ: Relation between operator and hospital volume and outcomes following percutaneous coronary interventions in the era of the coronary stent. JAMA. 2000, 284: 3139-3144. 10.1001/jama.284.24.3139.CrossRefPubMed McGrath PD, Wennberg DE, Dickens JD, Siewers AE, Lucas FL, Malenka DJ, Kellett MA, Ryan TJ: Relation between operator and hospital volume and outcomes following percutaneous coronary interventions in the era of the coronary stent. JAMA. 2000, 284: 3139-3144. 10.1001/jama.284.24.3139.CrossRefPubMed
24.
go back to reference Hannan EL, Wu C, DeLong ER, Raudenbush SW: Predicting risk-adjusted mortality for CABG surgery: logistic versus hierarchical logistic models. Med Care. 2005, 43: 726-735. 10.1097/01.mlr.0000167802.27044.44.CrossRefPubMed Hannan EL, Wu C, DeLong ER, Raudenbush SW: Predicting risk-adjusted mortality for CABG surgery: logistic versus hierarchical logistic models. Med Care. 2005, 43: 726-735. 10.1097/01.mlr.0000167802.27044.44.CrossRefPubMed
25.
go back to reference Birkmeyer JD, Finlayson EV, Birkmeyer CM: Volume standards for high-risk surgical procedures: potential benefits of the Leapfrog initiative. Surgery. 2001, 130: 415-422. 10.1067/msy.2001.117139.CrossRefPubMed Birkmeyer JD, Finlayson EV, Birkmeyer CM: Volume standards for high-risk surgical procedures: potential benefits of the Leapfrog initiative. Surgery. 2001, 130: 415-422. 10.1067/msy.2001.117139.CrossRefPubMed
26.
go back to reference Church J, Barker B: Regionalization of health care services in Canada: a critical perspective. Int J Health Serv. 2003, 28: 467-486.CrossRef Church J, Barker B: Regionalization of health care services in Canada: a critical perspective. Int J Health Serv. 2003, 28: 467-486.CrossRef
27.
go back to reference Bach PB, Cramer LD, Schrag D, Downey RJ, Gelfand SE, Begg CB: The influence of hospital volume on survival after resection for lung cancer. N Engl J Med. 2001, 345: 181-188. 10.1056/NEJM200107193450306.CrossRefPubMed Bach PB, Cramer LD, Schrag D, Downey RJ, Gelfand SE, Begg CB: The influence of hospital volume on survival after resection for lung cancer. N Engl J Med. 2001, 345: 181-188. 10.1056/NEJM200107193450306.CrossRefPubMed
29.
go back to reference Miyata H, Motomura N, Kondo MJ, Fushimi K, Ishikawa KB, Takamoto S: Toward quality improvement of cardiovascular surgery in Japan: an estimation of regionalization effects from a nationwide survey. Health Policy. 2009, 91: 246-251. 10.1016/j.healthpol.2008.11.003.CrossRefPubMed Miyata H, Motomura N, Kondo MJ, Fushimi K, Ishikawa KB, Takamoto S: Toward quality improvement of cardiovascular surgery in Japan: an estimation of regionalization effects from a nationwide survey. Health Policy. 2009, 91: 246-251. 10.1016/j.healthpol.2008.11.003.CrossRefPubMed
Metadata
Title
Variation in cancer surgical outcomes associated with physician and nurse staffing: a retrospective observational study using the Japanese Diagnosis Procedure Combination Database
Authors
Hideo Yasunaga
Hideki Hashimoto
Hiromasa Horiguchi
Hiroaki Miyata
Shinya Matsuda
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2012
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-12-129

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