Register      Login
Australian Health Review Australian Health Review Society
Journal of the Australian Healthcare & Hospitals Association
RESEARCH ARTICLE

Healthcare resource utilisation and predictors for critical care unit admissions after primary bariatric surgery in an Australian public hospital setting: an exploratory study using a mixed-methods approach

Qing Xia https://orcid.org/0000-0002-8556-3456 A F , Julie A. Campbell A , Lei Si https://orcid.org/0000-0002-3044-170X B , Hasnat Ahmad A , Barbara de Graaff A , Kevin Ratcliffe C , Julie Turtle C , John Marrone C , Alexandr Kuzminov D and Andrew J. Palmer A E F
+ Author Affiliations
- Author Affiliations

A Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tas. 7000, Australia. Email: julie.campbell@utas.edu.au; hasnat.ahmad@utas.edu.au; barbara.degraaff@utas.edu.au

B The George Institute for Global Health, UNSW Sydney, Kensington, NSW 2042, Australia. Email: lsi@georgeinstitute.org.au

C Tasmanian Department of Health, Tasmanian State Government, 22 Elizabeth Street, Hobart, Tas. 7000, Australia. Email: Kevin.Ratcliffe@health.tas.gov.au; Julie.Turtle@health.tas.gov.au; John.Marrone@health.tas.gov.au

D Department of Surgery, Royal Hobart Hospital, 48 Liverpool Street, Hobart, Tas. 7000, Australia. Email: alexandr.kuzminov@utas.edu.au

E Centre for Health Economics, School of Population and Global Health, The University of Melbourne, 207 Bouverie Street, Carlton, Vic. 3000, Australia.

F Corresponding authors. Email: Andrew.Palmer@utas.edu.au; Qing.Xia@utas.edu.au

Australian Health Review 46(1) 42-51 https://doi.org/10.1071/AH21251
Submitted: 10 August 2021  Accepted: 26 August 2021   Published: 29 October 2021

Abstract

Objectives The aim of this exploratory study was to investigate resource use and predictors associated with critical care unit (CCU) admission after primary bariatric surgery within the Tasmanian public healthcare system.

Methods Patients undergoing primary bariatric surgery in the Tasmanian Health Service (THS) public hospital system between 7 July 2013 and 30 June 2019 were eligible for inclusion in this study. The THS provides two levels of CCU support, an intensive care unit (ICU) and a high dependency unit (HDU). A mixed-methods approach was performed to examine the resource use and predictors associated with overall CCU admission, as well as levels of HDU and ICU admission.

Results There were 254 patients in the study. Of these, 44 (17.3%) required 54 postoperative CCU admissions, with 43% requiring HDU support and 57% requiring more resource-demanding ICU support. Overall, CCU patients were more likely to have higher preoperative body mass index and multimorbidity and to undergo sleeve gastrectomy or gastric bypass. Patients undergoing gastric banding were more likely to require HDU rather than ICU support. Total hospital stays and median healthcare costs were higher for CCU (particularly ICU) patients than non-CCU patients.

Conclusions Bariatric surgery patients often have significant comorbidities. This study demonstrates that patients with higher levels of morbidity are more likely to require critical care postoperatively. Because this is elective surgery, being able to identify patients who are at increased risk is important to plan either the availability of critical care or even interventions to improve patients’ preoperative risk. Further work is required to refine the pre-existing conditions that contribute most to the requirement for critical care management (particularly in the ICU setting) in the perioperative period.

What is known about the topic? Few studies (both Australian and international) have investigated the use of CCUs after bariatric surgery. Those that report CCU admission rates are disparate across the contemporaneous literature, reflecting the different healthcare systems and their associated incentives. In Australia, the incidence and utilisation of CCUs (consisting of HDUs and ICUs) after bariatric surgery have only been reported using Western Australian administrative data.

What does the paper add? CCU patients were more likely to have a higher preoperative body mass index and multimorbidity and to undergo a sleeve gastrectomy or gastric bypass procedure. Just over half (57%) of these patients were managed in the ICU. Sleeve gastrectomy patients had a higher incidence of peri- and postoperative complications that resulted in an unplanned ICU admission. Hospital length of stay and aggregated costs were higher for CCU (particularly ICU) patients.

What are the implications for practitioners? The association of increased CCU (particularly ICU) use with multimorbidity and peri- and postoperative complications could enable earlier recognition of patients that are more likely to require CCU and ICU support, therefore allowing improved planning when faced with increasing rates of bariatric surgery. We suggest streamlined clinical guidelines that anticipate CCU support for people with severe and morbid obesity who undergo bariatric surgery should be considered from a national perspective.


References

[1]  Ng M, Fleming T, Robinson M, et al Global, regional, and national prevalence of overweight and obesity in children and adults during 1980–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 2014; 384 766–81.
Global, regional, and national prevalence of overweight and obesity in children and adults during 1980–2013: a systematic analysis for the Global Burden of Disease Study 2013.Crossref | GoogleScholarGoogle Scholar | 24880830PubMed |

[2]  World Health Organization (WHO). Obesity and overweight Fact Sheet October 2018. WHO. 2018. Available at: http://www.who.int/en/news-room/fact-sheets/detail/obesity-and-overweight.

[3]  NCD Risk Factor Collaboration (NCD-RisC) Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128.9 million children, adolescents, and adults. Lancet 2017; 390 2627–42.
Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128.9 million children, adolescents, and adults.Crossref | GoogleScholarGoogle Scholar | 29029897PubMed |

[4]  Chang SH, Stoll CR, Song J, Varela JE, Eagon CJ, Colditz GA. The effectiveness and risks of bariatric surgery: an updated systematic review and meta-analysis, 2003–2012. JAMA Surg 2014; 149 275–87.
The effectiveness and risks of bariatric surgery: an updated systematic review and meta-analysis, 2003–2012.Crossref | GoogleScholarGoogle Scholar | 24352617PubMed |

[5]  Lee PC, Dixon J. Bariatric–metabolic surgery: A guide for the primary care physician. Aust Fam Physician 2017; 46 465–71. Available at: https://www.racgp.org.au/afp/2017/july/bariatric%E2%80%93metabolic-surgery-a-guide-for-the-primary-care-physician/
| 28697289PubMed |

[6]  Campbell JA, Hensher M, Davies D, et al Long-Term Inpatient Hospital Utilisation and Costs (2007–2008 to 2015–2016) for Publicly Waitlisted Bariatric Surgery Patients in an Australian Public Hospital System Based on Australia’s Activity-Based Funding Model. Pharmacoecon Open 2019; 3 599–618.
Long-Term Inpatient Hospital Utilisation and Costs (2007–2008 to 2015–2016) for Publicly Waitlisted Bariatric Surgery Patients in an Australian Public Hospital System Based on Australia’s Activity-Based Funding Model.Crossref | GoogleScholarGoogle Scholar | 31190236PubMed |

[7]  Cawley J. An economy of scales: A selective review of obesity’s economic causes, consequences, and solutions. J Health Econ 2015; 43 244–68.
An economy of scales: A selective review of obesity’s economic causes, consequences, and solutions.Crossref | GoogleScholarGoogle Scholar | 26279519PubMed |

[8]  Eckel RH. Obesity: mechanisms and clinical management. Lippincott Williams & Wilkins; 2003.

[9]  Calle EE, Kaaks R. Overweight, obesity and cancer: epidemiological evidence and proposed mechanisms. Nat Rev Cancer 2004; 4 579–91.
Overweight, obesity and cancer: epidemiological evidence and proposed mechanisms.Crossref | GoogleScholarGoogle Scholar | 15286738PubMed |

[10]  Guh DP, Zhang W, Bansback N, Amarsi Z, Birmingham CL, Anis AH. The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC Public Health 2009; 9 88
The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis.Crossref | GoogleScholarGoogle Scholar | 19320986PubMed |

[11]  Haslam DW, James WP. Obesity. Lancet 2005; 366 1197–209.
Obesity.Crossref | GoogleScholarGoogle Scholar | 16198769PubMed |

[12]  Lighter J, Phillips M, Hochman S, et al Obesity in patients younger than 60 years is a risk factor for Covid-19 hospital admission. Clin Infect Dis 2020; 71 896–7.
Obesity in patients younger than 60 years is a risk factor for Covid-19 hospital admission.Crossref | GoogleScholarGoogle Scholar | 32271368PubMed |

[13]  Simonnet A, Chetboun M, Poissy J, et al High prevalence of obesity in severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) requiring invasive mechanical ventilation. Obesity 2020; 28 1195–9.
High prevalence of obesity in severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) requiring invasive mechanical ventilation.Crossref | GoogleScholarGoogle Scholar | 32271993PubMed |

[14]  Peng YD, Meng K, Guan HQ, et al Clinical characteristics and outcomes of 112 cardiovascular disease patients infected by 2019-nCoV.] Zhonghua Xin Xue Guan Bing Za Zhi 2020; 48 450–5. [in Chinese]
| 32120458PubMed |

[15]  Flier S, Knape JT. How to inform a morbidly obese patient on the specific risk to develop postoperative pulmonary complications using evidence-based methodology. Eur J Anaesthesiol 2006; 23 154–9.
How to inform a morbidly obese patient on the specific risk to develop postoperative pulmonary complications using evidence-based methodology.Crossref | GoogleScholarGoogle Scholar | 16438750PubMed |

[16]  Helling TS, Willoughby TL, Maxfield DM, Ryan P. Determinants of the need for intensive care and prolonged mechanical ventilation in patients undergoing bariatric surgery. Obes Surg 2004; 14 1036–41.
Determinants of the need for intensive care and prolonged mechanical ventilation in patients undergoing bariatric surgery.Crossref | GoogleScholarGoogle Scholar | 15479591PubMed |

[17]  Cendán JC, Abu-aouf D, Gabrielli A, et al Utilization of intensive care resources in bariatric surgery. Obes Surg 2005; 15 1247–51.
Utilization of intensive care resources in bariatric surgery.Crossref | GoogleScholarGoogle Scholar | 16259880PubMed |

[18]  Gonzalez R, Bowers SP, Venkatesh KR, Lin E, Smith CD. Preoperative factors predictive of complicated postoperative management after Roux-en-Y gastric bypass for morbid obesity. Surg Endosc 2003; 17 1900–4.
Preoperative factors predictive of complicated postoperative management after Roux-en-Y gastric bypass for morbid obesity.Crossref | GoogleScholarGoogle Scholar | 14534852PubMed |

[19]  Froylich D, Corcelles R, Davis M, et al Factors associated with length of stay in intensive care after bariatric surgery. Surg Obes Relat Dis 2016; 12 1391–6.
Factors associated with length of stay in intensive care after bariatric surgery.Crossref | GoogleScholarGoogle Scholar | 27012877PubMed |

[20]  Grover BT, Priem DM, Mathiason MA, Kallies KJ, Thompson GP, Kothari SN. Intensive care unit stay not required for patients with obstructive sleep apnea after laparoscopic Roux-en-Y gastric bypass. Surg Obes Relat Dis 2010; 6 165–70.
Intensive care unit stay not required for patients with obstructive sleep apnea after laparoscopic Roux-en-Y gastric bypass.Crossref | GoogleScholarGoogle Scholar | 20359669PubMed |

[21]  Melo SM, Vasconcelos FA, Melo VA, Santos FA, Menezes Filho RS, Melo BS. Bariatric surgery: is admission to the intensive care unit necessary? Rev Bras Ter Intensiva 2009; 21 162–8.
| 25303346PubMed |

[22]  Asano EF, Rasera I, Shiraga EC. Cross-sectional study of variables associated with length of stay and ICU need in open Roux-En-Y gastric bypass surgery for morbid obese patients: an exploratory analysis based on the Public Health System administrative database (Datasus) in Brazil. Obes Surg 2012; 22 1810–7.
Cross-sectional study of variables associated with length of stay and ICU need in open Roux-En-Y gastric bypass surgery for morbid obese patients: an exploratory analysis based on the Public Health System administrative database (Datasus) in Brazil.Crossref | GoogleScholarGoogle Scholar | 22700422PubMed |

[23]  Stoll A, Rosin L, Dias MF, Marquiotti B, Gugelmin G, Stoll GF. Early postoperative complications in Roux-en-Y gastric bypass. Arq Bras Cir Dig 2016; 29 72–4.
Early postoperative complications in Roux-en-Y gastric bypass.Crossref | GoogleScholarGoogle Scholar |

[24]  van den Broek RJ, Buise MP, van Dielen FM, Bindels AJ, van Zundert AA, Smulders JF. Characteristics and outcome of patients admitted to the ICU following bariatric surgery. Obes Surg 2009; 19 560–4.
Characteristics and outcome of patients admitted to the ICU following bariatric surgery.Crossref | GoogleScholarGoogle Scholar | 18830784PubMed |

[25]  Goucham AB, Coblijn UK, Hart-Sweet HB, de Vries N, Lagarde SM, van Wagensveld BA. Routine Postoperative Monitoring after Bariatric Surgery in Morbidly Obese Patients with Severe Obstructive Sleep Apnea: ICU Admission is not Necessary. Obes Surg 2016; 26 737–42.
Routine Postoperative Monitoring after Bariatric Surgery in Morbidly Obese Patients with Severe Obstructive Sleep Apnea: ICU Admission is not Necessary.Crossref | GoogleScholarGoogle Scholar | 26210193PubMed |

[26]  Morgan DJ, Ho KM. Acute kidney injury in bariatric surgery patients requiring intensive care admission: a state-wide, multicenter, cohort study. Surg Obes Relat Dis 2015; 11 1300–6.
Acute kidney injury in bariatric surgery patients requiring intensive care admission: a state-wide, multicenter, cohort study.Crossref | GoogleScholarGoogle Scholar | 25892347PubMed |

[27]  Morgan DJ, Ho KM, Armstrong J, Baker S. Incidence and risk factors for intensive care unit admission after bariatric surgery: a multicentre population-based cohort study. Br J Anaesth 2015; 115 873–82.
Incidence and risk factors for intensive care unit admission after bariatric surgery: a multicentre population-based cohort study.Crossref | GoogleScholarGoogle Scholar | 26582848PubMed |

[28]  Penna GLA, Vaz IP, Fonseca EC, Kalichsztein M, Nobre GF. Immediate postoperative of bariatric surgery in the intensive care unit versus an inpatient unit. A retrospective study with 828 patients. Rev Bras Ter Intensiva 2017; 29 325–30.
Immediate postoperative of bariatric surgery in the intensive care unit versus an inpatient unit. A retrospective study with 828 patients.Crossref | GoogleScholarGoogle Scholar | 29044303PubMed |

[29]  Morgan DJ, Ho KM. A Comparison of Bariatric Surgery in Hospitals With and Without ICU: a Linked Data Cohort Study. Obes Surg 2016; 26 313–20.
A Comparison of Bariatric Surgery in Hospitals With and Without ICU: a Linked Data Cohort Study.Crossref | GoogleScholarGoogle Scholar | 26071242PubMed |

[30]  Curry LA, Nembhard IM, Bradley EH. Qualitative and mixed methods provide unique contributions to outcomes research. Circulation 2009; 119 1442–52.
Qualitative and mixed methods provide unique contributions to outcomes research.Crossref | GoogleScholarGoogle Scholar | 19289649PubMed |

[31]  Dossett LA, Kaji AH, Dimick JB. Practical Guide to Mixed Methods JAMA Surg 2020;
Practical Guide to Mixed MethodsCrossref | GoogleScholarGoogle Scholar | 32492121PubMed |

[32]  Husereau D, Drummond M, Petrou S, et al Consolidated Health Economic Evaluation Reporting Standards (CHEERS) statement. Value Health 2013; 16 e1–5.
Consolidated Health Economic Evaluation Reporting Standards (CHEERS) statement.Crossref | GoogleScholarGoogle Scholar | 23538200PubMed |

[33]  O’Brien BC, Harris IB, Beckman TJ, Reed DA, Cook DA. Standards for reporting qualitative research: a synthesis of recommendations. Acad Med 2014; 89 1245–51.
Standards for reporting qualitative research: a synthesis of recommendations.Crossref | GoogleScholarGoogle Scholar | 24979285PubMed |

[34]  Garrison LP, Neumann PJ, Erickson P, Marshall D, Mullins CD. Using real-world data for coverage and payment decisions: the ISPOR Real-World Data Task Force report. Value Health 2007; 10 326–35.
Using real-world data for coverage and payment decisions: the ISPOR Real-World Data Task Force report.Crossref | GoogleScholarGoogle Scholar | 17888097PubMed |

[35]  Campbell JA, Ezzy D, Neil , et al A qualitative investigation of the health economic impacts of bariatric surgery for obesity and implications for improved practice in health economics. Health Econ 2018; 27 1300–18.
A qualitative investigation of the health economic impacts of bariatric surgery for obesity and implications for improved practice in health economics.Crossref | GoogleScholarGoogle Scholar | 29855095PubMed |

[36]  Department of Health. National Health Reform. Tasmanian Government. 2020. Available at: https://www.health.tas.gov.au/about_the_department/our_plans_and_strategies/national_health_reforms.

[37]  Independent Hospital Pricing Authority (IHPA). Classification of diseases and interventions. Australian Government. 2019. Available at: https://www.ihpa.gov.au/what-we-do/classification-of-diseases-and-interventions.

[38]  Australian Institute of Health and Welfare (AIHW). Weight loss surgery in Australia 2014–15: Australian hospital statistics. Canberra: Australian Institute of Health and Welfare. 2017. Available at: https://www.aihw.gov.au/reports/overweight-obesity/ahs-2014-15-weight-loss-surgery/contents/table-of-contents

[39]  Department of Health. Tasmanian Role Delineation Framework (TRDF) and Clinical Services Profile (CSP) (Version 4.0). Tasmanian Government. 2019. Available at: https://www.health.tas.gov.au/__data/assets/pdf_file/0009/354465/TRDF_CSP_V_4.0_FINAL.pdf.

[40]  Xia Q, Campbell JA, Ahmad H, Si L, de Graaff B, Palmer AJ. Bariatric surgery is a cost-saving treatment for obesity-A comprehensive meta-analysis and updated systematic review of health economic evaluations of bariatric surgery. Obes Rev 2020; 21 e12932
Bariatric surgery is a cost-saving treatment for obesity-A comprehensive meta-analysis and updated systematic review of health economic evaluations of bariatric surgery.Crossref | GoogleScholarGoogle Scholar | 31733033PubMed |

[41]  ASA House of Delegates/Executive Committee. ASA Physical Status Classification System. American Society of Anesthesiologists. 2019. Available at: https://www.asahq.org/standards-and-guidelines/asa-physical-status-classification-system.

[42]  Guthrie B, Payne K, Alderson P, McMurdo ME, Mercer SW. Adapting clinical guidelines to take account of multimorbidity. BMJ 2012; 345 e6341
Adapting clinical guidelines to take account of multimorbidity.Crossref | GoogleScholarGoogle Scholar | 23036829PubMed |

[43]  Australian Institute of Health and Welfare. Health expenditure Australia 2017–18. Australian Government. 2019. Available at: https://www.aihw.gov.au/reports/health-welfare-expenditure/health-expenditure-australia-2017-18/contents/summary.

[44]  Campbell JA, Ezzy D, Neil A, et al A qualitative investigation of the health economic impacts of bariatric surgery for obesity and implications for improved practice in health economics. Health Econ 2018; 27 1300–18.
A qualitative investigation of the health economic impacts of bariatric surgery for obesity and implications for improved practice in health economics.Crossref | GoogleScholarGoogle Scholar | 29855095PubMed |

[45]  Jensen C, Tejirian T, Lewis C, Yadegar J, Dutson E, Mehran A. Postoperative CPAP and BiPAP use can be safely omitted after laparoscopic Roux-en-Y gastric bypass. Surg Obes Relat Dis 2008; 4 512–4.
Postoperative CPAP and BiPAP use can be safely omitted after laparoscopic Roux-en-Y gastric bypass.Crossref | GoogleScholarGoogle Scholar | 18656832PubMed |

[46]  El Shobary H, Backman S, Christou N, Schricker T. Use of critical care resources after laparoscopic gastric bypass: effect on respiratory complications. Surg Obes Relat Dis 2008; 4 698–702.
Use of critical care resources after laparoscopic gastric bypass: effect on respiratory complications.Crossref | GoogleScholarGoogle Scholar | 18539544PubMed |

[47]  Chang DW, Shapiro MF. Association Between Intensive Care Unit Utilization During Hospitalization and Costs, Use of Invasive Procedures, and Mortality. JAMA Intern Med 2016; 176 1492–9.
Association Between Intensive Care Unit Utilization During Hospitalization and Costs, Use of Invasive Procedures, and Mortality.Crossref | GoogleScholarGoogle Scholar | 27532500PubMed |

[48]  Khidir N, El-Matbouly M, Al Kuwari M, Gagner M, Bashah M. Incidence, Indications, and Predictive Factors for ICU Admission in Elderly, High-Risk Patients Undergoing Laparoscopic Sleeve Gastrectomy. Obes Surg 2018; 28 2603–8.
Incidence, Indications, and Predictive Factors for ICU Admission in Elderly, High-Risk Patients Undergoing Laparoscopic Sleeve Gastrectomy.Crossref | GoogleScholarGoogle Scholar | 29616465PubMed |

[49]  Angrisani L, Santonicola A, Iovino P, Formisano G, Buchwald H, Scopinaro N. . Bariatricsurgeryworldwide2013. Obes Surg 2015; 25 1822‐32.
Bariatricsurgeryworldwide2013.Crossref | GoogleScholarGoogle Scholar |

[50]  Tice JA, Karliner L, Walsh J, Petersen AJ, Feldman MD. Gastric banding or bypass? A systematic review comparing the two most popular bariatric procedures. Am J Med 2008; 121 885–93.
Gastric banding or bypass? A systematic review comparing the two most popular bariatric procedures.Crossref | GoogleScholarGoogle Scholar | 18823860PubMed |

[51]  Reoch J, Mottillo S, Shimony A, et al Safety of Laparoscopic vs Open Bariatric Surgery: A Systematic Review and Meta-analysis. Arch Surg 2011; 146 1314–22.
Safety of Laparoscopic vs Open Bariatric Surgery: A Systematic Review and Meta-analysis.Crossref | GoogleScholarGoogle Scholar | 22106325PubMed |

[52]  Independent Hospital Pricing Authority. Australian Hospital Patient Costing Standards – Version 3.1. Australian Government. 2014. Available at: https://www.ihpa.gov.au/sites/default/files/publications/ahpcs-version3.1.pdf?acsf_files_redirect.