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Failure to rescue as a patient safety indicator for neurosurgical patients: are we there yet? A systematic review

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Abstract

Failure to rescue (FTR) is a standardized patient safety indicator (PSI-04) developed by the Agency for Healthcare Research and Quality (AHRQ) to assess the ability of a healthcare team to prevent mortality following a major complication. However, FTR rates vary and are impacted by non-modifiable individual patient characteristics such as baseline frailty. This raises concerns regarding the validity of FTR as an objective quality metric, as not all patients have the same baseline frailty level, or physiological reserve, to recover from major complications. Literature from other surgical specialties has identified flaws in FTR and called for risk-adjusted metrics. Currently, knowledge of factors influencing FTR and its subsequent implementation in neurosurgical patients are limited. The present review assesses trends in FTR utilization to assess how FTR performs as an objective neurosurgery quality metric. This review then proposes how FTR may be best modified to optimize use in neurosurgical patients. A PubMed search was performed to identify articles published until August 9, 2023. Studies that reported FTR as an outcome in patients undergoing neurosurgical procedures were included. A qualitative assessment was performed using the Newcastle Ottawa Scale (NOS). The initial search revealed 1232 citations. After a title and abstract screen, followed by a full text screen, 12 studies met criteria for inclusion. These articles measured FTR across a total of 764,349 patients undergoing neurosurgical procedures. Five studies analyzed FTR with regard to hospital characteristics, and three studies utilized patient characteristics to predict FTR. All studies were considered high quality based on the NOS. Modifications in criteria to measure FTR are necessary since FTR depends on patient characteristics like frailty. This would allow for the incorporation of risk-adjusted FTR metrics that would aid in clinical decision making in neurosurgical patients.

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Data availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  1. Agency for Healthcare Research and Quality (2022) Quality indicator user guide: patient safety indicators (PSI) composite measures. https://qualityindicators.ahrq.gov/Downloads/Modules/PSI/V2022/PSI_Composite_Measures.pdf. Accessed 15 June 2023

  2. Alali AS, Gomez D, McCredie V, Mainprize TG, Nathens AB (2017) Understanding hospital volume-outcome relationship in severe traumatic brain injury. Neurosurgery 80:534–542. https://doi.org/10.1093/neuros/nyw098

    Article  PubMed  Google Scholar 

  3. Andresen NS, Gourin CG, Stewart CM, Sun DQ (2020) Hospital volume and failure to rescue after vestibular schwannoma resection. Laryngoscope 130:1287–1293. https://doi.org/10.1002/lary.28174

    Article  PubMed  Google Scholar 

  4. Arya S, Kim SI, Duwayri Y, Brewster LP, Veeraswamy R, Salam A, Dodson TF (2015) Frailty increases the risk of 30-day mortality, morbidity, and failure to rescue after elective abdominal aortic aneurysm repair independent of age and comorbidities. J Vasc Surg 61:324–331. https://doi.org/10.1016/j.jvs.2014.08.115

    Article  PubMed  Google Scholar 

  5. Azad TD, Rodriguez E, Raj D, Xia Y, Materi J, Rincon-Torroella J, Gonzalez LF, Suarez JI, Tamargo RJ, Brem H, Haut ER, Bettegowda C (2023) Patient safety indicator 04 does not consistently identify failure to rescue in the neurosurgical population. Neurosurgery 92:338–343. https://doi.org/10.1227/neu.0000000000002204

    Article  PubMed  Google Scholar 

  6. Backes D, Rinkel GJE, Laban KG, Algra A, Vergouwen MDI (2016) Patient- and aneurysm-specific risk factors for intracranial aneurysm growth: a systematic review and meta-analysis. Stroke 47:951–957. https://doi.org/10.1161/STROKEAHA.115.012162

    Article  PubMed  Google Scholar 

  7. Bakhsheshian J, Ding L, Tang A, Wen T, Patel A, Strickland BA, Rennert RC, Amar A, Gruen P, Giannotta S, Mack WJ, Attenello FJ (2018) Safety-net hospitals have higher complication and mortality rates in the neurosurgical management of traumatic brain injuries. World Neurosurg 119:e284–e293. https://doi.org/10.1016/j.wneu.2018.07.134

    Article  PubMed  Google Scholar 

  8. Bell TM, Zarzaur BL (2013) Insurance status is a predictor of failure to rescue in trauma patients at both safety net and non-safety net hospitals. J Trauma Acute Care Surg 75:728–733. https://doi.org/10.1097/TA.0b013e3182a53aaa

    Article  PubMed  Google Scholar 

  9. Bessey JT, Le HV, Leonard DA, Bono CM, Harris MB, Kang JD, Schoenfeld AJ (2016) The effect of chronic liver disease on acute outcomes following cervical spine trauma. Spine J 16:1194–1199. https://doi.org/10.1016/j.spinee.2016.06.001

    Article  PubMed  Google Scholar 

  10. Burke JR, Downey C, Almoudaris AM (2022) Failure to rescue deteriorating patients: a systematic review of root causes and improvement strategies. J Patient Saf 18:e140. https://doi.org/10.1097/PTS.0000000000000720

  11. Delgado-López PD, Rodríguez-Salazar A, Castilla-Díez JM (2019) “Prehabilitation” in degenerative spine surgery: a literature review. Neurocirugia (Astur : Engl Ed) 30:124–132. https://doi.org/10.1016/j.neucir.2018.11.008

  12. Dewan KC, Navale SM, Hirji SA, Koroukian SM, Dewan KS, Svensson LG, Gillinov AM, Roselli EE, Johnston D, Bakaeen F, Soltesz EG (2021) The role of frailty in failure to rescue after cardiovascular surgery. Ann Thorac Surg 111:472–478. https://doi.org/10.1016/j.athoracsur.2020.06.065

    Article  PubMed  Google Scholar 

  13. Ellis DI, Altan D, Chang DC (2022) Failure and rescue in surgery-surgical covenant, palliative care, and reimagining quality. JAMA Surg. https://doi.org/10.1001/jamasurg.2022.3181

    Article  PubMed  Google Scholar 

  14. Ferraris VA, Bolanos M, Martin JT, Mahan A, Saha SP (2014) Identification of Patients with postoperative complications who are at risk for failure to rescue. JAMA Surg 149:1103–1108. https://doi.org/10.1001/jamasurg.2014.1338

    Article  PubMed  Google Scholar 

  15. Ghori AK, Leonard DA, Schoenfeld AJ, Saadat E, Scott N, Ferrone ML, Pearson AM, Harris MB (2015) Modeling 1-year survival after surgery on the metastatic spine. Spine J 15:2345–2350. https://doi.org/10.1016/j.spinee.2015.06.061

    Article  PubMed  Google Scholar 

  16. Goel NJ, Mallela AN, Agarwal P, Abdullah KG, Choudhri OA, Kung DK, Lucas TH, Isaac Chen H (2018) Complications predicting perioperative mortality in patients undergoing elective craniotomy: a population-based study. World Neurosurg 118:e195–e205. https://doi.org/10.1016/j.wneu.2018.06.153

    Article  PubMed  Google Scholar 

  17. Gonzalez AA, Dimick JB, Birkmeyer JD, Ghaferi AA (2014) Understanding the volume-outcome effect in cardiovascular surgery: the role of failure to rescue. JAMA Surg 149:119–123. https://doi.org/10.1001/jamasurg.2013.3649

    Article  PubMed  PubMed Central  Google Scholar 

  18. Johnston MJ, Arora S, King D, Bouras G, Almoudaris AM, Davis R, Darzi A (2015) A systematic review to identify the factors that affect failure to rescue and escalation of care in surgery. Surgery 157:752–763. https://doi.org/10.1016/j.surg.2014.10.017

    Article  PubMed  Google Scholar 

  19. Joseph B, Zangbar B, Khalil M, Kulvatunyou N, Haider AA, O’Keeffe T, Tang A, Vercruysse G, Friese RS, Rhee P (2015) Factors associated with failure-to-rescue in patients undergoing trauma laparotomy. Surgery 158:393–398. https://doi.org/10.1016/j.surg.2015.03.047

    Article  PubMed  Google Scholar 

  20. Kauvar DS, Martin ED, Simon TE, Givens MD (2017) Complication profile, failure to rescue, and mortality following elective endovascular aortic aneurysm repair. Am J Surg 214:307–311. https://doi.org/10.1016/j.amjsurg.2017.02.007

    Article  PubMed  Google Scholar 

  21. Kessler RA, De la Garza RR, Purvis TE, Ahmed AK, Goodwin CR, Sciubba DM, Abd-El-Barr MM (2018) Impact of frailty on complications in patients with thoracic and thoracolumbar spinal fracture. Clin Neurol Neurosurg 169:161–165. https://doi.org/10.1016/j.clineuro.2018.04.014

    Article  PubMed  Google Scholar 

  22. Kuo LE, Kaufman E, Hoffman RL, Pascual JL, Martin ND, Kelz RR, Holena DN (2017) Failure-to-rescue after injury is associated with preventability: the results of mortality panel review of failure-to-rescue cases in trauma. Surgery 161:782–790. https://doi.org/10.1016/j.surg.2016.08.017

    Article  PubMed  Google Scholar 

  23. Kurlansky PA, O’Brien SM, Vassileva CM, Lobdell KW, Edwards FH, Jacobs JP, von Ballmoos MW, Paone G, Edgerton JR, Thourani VH, Furnary AP, Ferraris VA, Cleveland JC, Bowdish ME, Likosky DS, Badhwar V, Shahian DM (2022) Failure to rescue: a new society of thoracic surgeons quality metric for cardiac surgery. Ann Thorac Surg 113:1935–1942. https://doi.org/10.1016/j.athoracsur.2021.06.025

    Article  PubMed  Google Scholar 

  24. Lafonte M, Cai J, Lissauer ME (2019) Failure to rescue in the surgical patient: a review. Curr Opin Crit Care 25:706–711. https://doi.org/10.1097/MCC.0000000000000667

    Article  PubMed  Google Scholar 

  25. Leeds IL, Kachalia A, Haut ER (2021) Rescuing failure to rescue—patient safety indicator 04 on the brink of obsolescence. JAMA Surg 156:115–116. https://doi.org/10.1001/jamasurg.2020.2971

    Article  PubMed  Google Scholar 

  26. Malone H, Cloney M, Yang J, Hershman DL, Wright JD, Neugut AI, Bruce JN (2018) Failure to rescue and mortality following resection of intracranial neoplasms. Neurosurgery 83:263–269. https://doi.org/10.1093/neuros/nyx354

    Article  PubMed  Google Scholar 

  27. Mehrotra A, Dudley RA, Luft HS (2003) What’s behind the health expenditure trends? Annu Rev Public Health 24:385–412. https://doi.org/10.1146/annurev.publhealth.24.100901.141008

    Article  PubMed  Google Scholar 

  28. Nuño M, Carico C, Mukherjee D, Ly D, Ortega A, Black KL, Patil CG (2015) Association between in-hospital adverse events and mortality for patients with brain tumors. J Neurosurg 123:1247–1255. https://doi.org/10.3171/2014.10.JNS141516

    Article  PubMed  Google Scholar 

  29. Ottawa Hospital Research Institute. https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp. Accessed 23 Aug 2023

  30. Pandit V, Lee A, Zeeshan M, Goshima K, Tan T-W, Jhajj S, Trinidad B, Weinkauf C, Zhou W (2020) Effect of frailty syndrome on the outcomes of patients with carotid stenosis. J Vasc Surg 71:1595–1600. https://doi.org/10.1016/j.jvs.2019.08.235

    Article  PubMed  Google Scholar 

  31. Portelli Tremont JN, Cook N, Murray LH, Udekwu PO, Motameni AT (2022) Acute traumatic spinal cord injury: implementation of a multidisciplinary care pathway. J Trauma Nurs 29:218–224. https://doi.org/10.1097/JTN.0000000000000664

    Article  PubMed  Google Scholar 

  32. Pronovost PJ, Colantuoni E (2009) Measuring preventable harm: helping science keep pace with policy. JAMA 301:1273–1275. https://doi.org/10.1001/jama.2009.388

    Article  PubMed  CAS  Google Scholar 

  33. Ramanathan R, Leavell P, Stockslager G, Mays C, Harvey D, Duane TM (2013) Validity of agency for healthcare research and quality patient safety indicators at an academic medical center. Am Surg 79:578–582

    Article  PubMed  Google Scholar 

  34. Rizwan M, Faateh M, Dakour-Aridi H, Nejim B, Alshwaily W, Malas MB (2019) Statins reduce mortality and failure to rescue after carotid artery stenting. J Vasc Surg 69:112–119. https://doi.org/10.1016/j.jvs.2018.03.424

    Article  PubMed  Google Scholar 

  35. Scali ST, Giles KA, Kubilis P, Beck AW, Crippen CJ, Hughes SJ, Huber TS, Upchurch GR, Stone DH (2020) Impact of hospital volume on patient safety indicators and failure to rescue following open aortic aneurysm repair. J Vasc Surg 71:1135-1146.e4. https://doi.org/10.1016/j.jvs.2019.06.194

    Article  PubMed  Google Scholar 

  36. Schoenfeld AJ, Le HV, Marjoua Y, Leonard DA, Belmont PJ, Bono CM, Harris MB (2016) Assessing the utility of a clinical prediction score regarding 30-day morbidity and mortality following metastatic spinal surgery: the New England Spinal Metastasis Score (NESMS). Spine J 16:482–490. https://doi.org/10.1016/j.spinee.2015.09.043

    Article  PubMed  Google Scholar 

  37. Schoenfeld AJ, Wahlquist TC (2015) Mortality, complication risk, and total charges after the treatment of epidural abscess. Spine J 15:249–255. https://doi.org/10.1016/j.spinee.2014.09.003

    Article  PubMed  Google Scholar 

  38. Schoenfeld AJ, Wahlquist TC, Bono CM, Lehrich JL, Power RK, Harris MB (2015) Changes in the care of patients with cervical spine fractures following health reform in Massachusetts. Injury 46:1545–1550. https://doi.org/10.1016/j.injury.2015.05.044

    Article  PubMed  Google Scholar 

  39. Silber JH, Williams SV, Krakauer H, Schwartz JS (1992) Hospital and patient characteristics associated with death after surgery. A study of adverse occurrence and failure to rescue. Med Care 30:615–629. https://doi.org/10.1097/00005650-199207000-00004

    Article  PubMed  CAS  Google Scholar 

  40. Zhan C, Miller MR (2003) Administrative data based patient safety research: a critical review. BMJ Qual Saf 12:ii58–ii63. https://doi.org/10.1136/qhc.12.suppl_2.ii58

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Contributions

All authors contributed to the study conception and design. Joanna M. Roy, Kavelin Rumalla, and Georgios P. Skandalakis were involved in data collection. The first draft of the manuscript was written by Joanna M. Roy. Christian A. Bowers performed critical revision of the manuscript draft. All authors read and approved the final manuscript.

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Correspondence to Christian A. Bowers.

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Roy, J.M., Rumalla, K., Skandalakis, G.P. et al. Failure to rescue as a patient safety indicator for neurosurgical patients: are we there yet? A systematic review. Neurosurg Rev 46, 227 (2023). https://doi.org/10.1007/s10143-023-02137-7

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  • DOI: https://doi.org/10.1007/s10143-023-02137-7

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