Skip to main content

Advertisement

Log in

Palliative Care Consultations in Patients with Severe Traumatic Brain Injury: Who Receives Palliative Care Consultations and What Does that Mean for Utilization?

  • Original work
  • Published:
Neurocritical Care Aims and scope Submit manuscript

Abstract

Background

Palliative care has the potential to improve goal-concordant care in severe traumatic brain injury (sTBI). Our primary objective was to illuminate the demographic profiles of patients with sTBI who receive palliative care encounters (PCEs), with an emphasis on the role of race. Secondary objectives were to analyze PCE usage over time and compare health care resource utilization between patients with or without PCEs.

Methods

The National Inpatient Sample database was queried for patients age  ≥  18 who had a diagnosis of sTBI, defined by using International Classification of Diseases, 9th Revision codes. PCEs were defined by using International Classification of Diseases, 9th Revision code V66.7 and trended from 2001 to 2015. To assess factors associated with PCE in patients with sTBI, we performed unweighted generalized estimating equations regression. PCE association with decision making was modeled via its effect on rate of percutaneous endoscopic gastrostomy (PEG) tube placement. To quantify differences in PCE-related decisions by race, race was modeled as an effect modifier.

Results

From 2001 to 2015, the proportion of palliative care usage in patients with sTBI increased from 1.5 to 36.3%, with 41.6% White, 22.3% Black, and 25% Hispanic patients with sTBI having a palliative care consultation in 2015, respectively. From 2008 to 2015, we identified 17,673 sTBI admissions. White and affluent patients were more likely to have a PCE than Black, Hispanic, and low socioeconomic status patients. Across all races, patients receiving a PCE resulted in a lower rate of PEG tube placement; however, White patients exhibited a larger reduction of PEG tube placement than Black patients. Patients using palliative care had lower total hospital costs (median $16,368 vs. $26,442, respectively).

Conclusions

Palliative care usage for sTBI has increased dramatically this century and it reduces resource utilization. This is true across races, however, its usage rate and associated effect on decision making are race-dependent, with White patients receiving more PCE and being more likely to decline the use of a PEG tube if they have had a PCE.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Cooper DJ, Myles PS, McDermott FT, et al. Prehospital hypertonic saline resuscitation of patients with hypotension and severe traumatic brain injury: a randomized controlled trial. JAMA. 2004;291(11):1350–7.

    Article  CAS  Google Scholar 

  2. Brooks JC, Strauss DJ, Shavelle RM, Paculdo DR, Hammond FM, Harrison-Felix CL. Long-term disability and survival in traumatic brain injury: results from the National Institute on disability and rehabilitation research model systems. Arch Phys Med Rehabil. 2013;94(11):2203–9.

    Article  Google Scholar 

  3. Giacino JT, Katz DI, Schiff ND, et al. Practice guideline update recommendations summary: disorders of consciousness: report of the guideline development, dissemination, and implementation subcommittee of the American academy of neurology; the American congress of rehabilitation medicine; and the national institute on disability, independent living, and rehabilitation research. Neurology. 2018;91(10):450–60.

    Article  Google Scholar 

  4. van Dijck JTJM, Dijkman MD, Ophuis RH, de Ruiter GCW, Peul WC, Polinder S. In-hospital costs after severe traumatic brain injury: a systematic review and quality assessment. PLoS ONE. 2019;14(5):e0216743.

    Article  Google Scholar 

  5. Lilley EJ, Scott JW, Weissman JS, et al. End-of-life care in older patients after serious or severe traumatic brain injury in low-mortality hospitals compared with all other hospitals. JAMA Surg. 2018;153(1):44–50.

    Article  Google Scholar 

  6. Mosenthal AC, Murphy PA, Barker LK, Lavery R, Retano A, Livingston DH. Changing the culture around end-of-life care in the trauma intensive care unit. J Trauma Inj Infect Crit Care. 2008;64(6):1587–93.

    Article  Google Scholar 

  7. Hwang F, Pentakota SR, Glass NE, Berlin A, Livingston DH, Mosenthal AC. Older patients with severe traumatic brain injury: national variability in palliative care. J Surg Res. 2020;246:224–30.

    Article  Google Scholar 

  8. WHO | WHO Definition of Palliative Care [Internet]. WHO. [cited 2020 Oct 8];Available from: https://www.who.int/cancer/palliative/definition/en/.

  9. Dumanovsky T, Augustin R, Rogers M, Lettang K, Meier DE, Morrison RS. The growth of palliative care in U.S. hospitals: a status report. J Palliat Med. 2016;19(1):8–15.

    Article  Google Scholar 

  10. Morrison RS, Dietrich J, Ladwig S, et al. Palliative care consultation teams cut hospital costs for medicaid beneficiaries. Health Aff. 2011;30(3):454–63.

    Article  Google Scholar 

  11. McGraw C, Vogel R, Redmond D, et al. Comparing satisfaction of trauma patients 55 years or older to their caregivers during palliative care: who faces the burden? J Trauma Acute Care Surg. 2021;90(2):305–12.

    Article  Google Scholar 

  12. Berry C, Ley EJ, Mirocha J, Salim A. Race affects mortality after moderate to severe traumatic brain injury. J Surg Res. 2010;163(2):303–8.

    Article  Google Scholar 

  13. Arango-Lasprilla JC, Rosenthal M, Deluca J, et al. Traumatic brain injury and functional outcomes: does minority status matter? Brain Inj. 2007;21(7):701–8.

    Article  Google Scholar 

  14. Williamson T, Ryser MD, Ubel PA, et al. Withdrawal of life-supporting treatment in severe traumatic brain injury. JAMA Surg. 2020;155:723–31.

    Article  Google Scholar 

  15. Givler A, Bhatt H, Maani-Fogelman PA. The importance of cultural competence in pain and palliative care [Internet]. In: StatPearls. Treasure Island (FL): StatPearls Publishing; 2021 [cited 2021 Jun 4]. Available from: http://www.ncbi.nlm.nih.gov/books/NBK493154/.

  16. Waters CM. End-of-life care directives among African Americans: lessons learned–a need for community-centered discussion and education. J Community Health Nurs. 2000;17(1):25–37.

    Article  CAS  Google Scholar 

  17. Jones RC, Creutzfeldt CJ, Cox CE, et al. Racial and ethnic differences in health care utilization following severe acute brain injury in the United States. J Intensive Care Med 2020;885066620945911.

  18. Agency for Healthcare Research and Quality, Rockville, MD. HCUP-US NIS Overview [Internet]. Healthcare Cost and Utilization Project (HCUP). 2011. [cited 2020 Nov 5];Available from: https://www.hcup-us.ahrq.gov/nisoverview.jsp.

  19. ICD-10 Coding Guidance for Traumatic Brain Injury Training Slides [Internet]. Defense and Veterans Brain Injury Center. 2015. [cited 2020 Nov 5];Available from: https://dvbic.dcoe.mil/material/icd-10-coding-guidance-traumatic-brain-injury-training-slides.

  20. Clark DE, Osler TM, Hahn DR. ICDPIC: Stata module to provide methods for translating International Classification of Diseases (Ninth Revision) diagnosis codes into standard injury categories and/or scores [Internet]. 2009. Available from: https://ideas.repec.org/c/boc/bocode/s457028.html.

  21. Taylor CA, Greenspan AI, Xu L, Kresnow M-J. Comparability of national estimates for traumatic brain injury-related medical encounters. J Head Trauma Rehabil. 2015;30(3):150–9.

    Article  Google Scholar 

  22. Cohen SM, Lekan D, Risoli T, et al. Association between dysphagia and inpatient outcomes across frailty level among patients ≥ 50 years of age. Dysphagia. 2020;35(5):787–97.

    Article  Google Scholar 

  23. Consumer Price Index Data from 1913 to 2020 [Internet]. US Inflation Calculator. 2008 [cited 2020 Oct 26];Available from: https://www.usinflationcalculator.com/inflation/consumer-price-index-and-annual-percent-changes-from-1913-to-2008/.

  24. Singh T, Peters SR, Tirschwell DL, Creutzfeldt CJ. Palliative care for hospitalized patients with stroke: results from the 2010 to 2012 National inpatient sample. Stroke. 2017;48(9):2534–40.

    Article  Google Scholar 

  25. Murthy SB, Moradiya Y, Hanley DF, Ziai WC. Palliative care utilization in Nontraumatic Intracerebral Hemorrhage in the United States. Crit Care Med. 2016;44(3):575–82.

    Article  Google Scholar 

  26. Ruck JM, Canner JK, Smith TJ, Johnston FM. Use of inpatient palliative care by type of malignancy. J Palliat Med. 2018;21(9):1300–7.

    Article  Google Scholar 

  27. Houchens RL, Ross D, Elixhauser A. HCUP-US Methods Series [Internet]. Agency for Healthcare Research and Quality. [cited 2020 Nov 4];Available from: https://www.hcup-us.ahrq.gov/reports/methods/methods.jsp.

  28. Agency for Healthcare Research and Quality, Rockville, MD. Healthcare Cost and Utilization Project (HCUP) [Internet]. 2008 [cited 2021 Mar 10];Available from: https://www.hcup-us.ahrq.gov/db/vars/siddistnote.jsp?var=hispanic.

  29. Knol MJ, VanderWeele TJ. Recommendations for presenting analyses of effect modification and interaction. Int J Epidemiol. 2012;41(2):514–20.

    Article  Google Scholar 

  30. Yelland LN, Salter AB, Ryan P. Performance of the modified Poisson regression approach for estimating relative risks from clustered prospective data. Am J Epidemiol. 2011;174(8):984–92.

    Article  Google Scholar 

  31. Assmann SF, Hosmer DW, Lemeshow S, Mundt KA. Confidence intervals for measures of interaction. Epidemiology. 1996;7(3):286–90.

    Article  CAS  Google Scholar 

  32. Roeland EJ, Triplett DP, Matsuno RK, Boero IJ, Hwang L, Yeung HN, Mell L, Murphy JD. Patterns of palliative care consultation among elderly patients with cancer. J Natl Compr Cancer Netw. 2016;14(4):439–45.

    Article  CAS  Google Scholar 

  33. Mosenthal AC. Dying of traumatic brain injury-palliative care too soon, or too late? JAMA Surg. 2020;155(8):731.

    Article  Google Scholar 

  34. Bonner GJ, Freels S, Ferrans C, et al. Advance care planning for african american caregivers of relatives with dementias: cluster randomized controlled trial. Am J Hosp Palliat Care. 2021;38(6):547–56.

    Article  Google Scholar 

  35. Ormseth CH, Falcone GJ, Jasak SD, et al. Minority patients are less likely to undergo withdrawal of care after spontaneous intracerebral hemorrhage. Neurocrit Care. 2018;29(3):419–25.

    Article  Google Scholar 

  36. Johnson KS. Racial and ethnic disparities in palliative care. J Palliat Med. 2013;16(11):1329–34.

    Article  Google Scholar 

  37. Crawley L, Payne R, Bolden J, et al. Palliative and end-of-life care in the African American community. JAMA. 2000;284(19):2518–21.

    Article  CAS  Google Scholar 

  38. Kwok AC, Semel ME, Lipsitz SR, et al. The intensity and variation of surgical care at the end of life: a retrospective cohort study. Lancet. 2011;378(9800):1408–13.

    Article  Google Scholar 

  39. Livingston DH, Mosenthal AC. Withdrawing life-sustaining therapy for patients with severe traumatic brain injury. CMAJ. 2011;183(14):1570–1.

    Article  Google Scholar 

  40. Hua M, Li G, Clancy C, Morrison RS, Wunsch H. Validation of the V66.7 code for palliative care consultation in a single academic medical center. J Palliat Med. 2017;20(4):372–7.

    Article  Google Scholar 

  41. Feder SL, Redeker NS, Jeon S, et al. Validation of the ICD-9 diagnostic code for palliative care in patients hospitalized with heart failure within the Veterans health administration. Am J Hosp Palliat Care. 2018;35(7):959–65.

    Article  Google Scholar 

Download references

Funding

Research reported in this publication was supported by the National Center for Advancing Translational Sciences of the National Institutes of Health under Award Number UL1TR002553. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Author information

Authors and Affiliations

Authors

Contributions

TLW, SMA, CS, LTC, H-JL, JMK designed and conceptualized the study, analyzed and interpreted the data, and drafted the manuscript for intellectual content. TM, ZY, ANG analyzed and interpreted the data and drafted the manuscript for intellectual content. BAP, MEL designed and conceptualized the study and edited the manuscript for intellectual content. PAU, SPL designed and conceptualized the study, analyzed and interpreted the data, and edited the manuscript for intellectual content.

Corresponding author

Correspondence to Theresa L. Williamson.

Ethics declarations

Conflict of interest

Dr. Lemmon receives salary support from the National Institute of Neurological Disorders and Stroke (K23NS116453). The remaining authors have no conflicts to disclose.

Ethical Approval/Informed Consent

This article complies with ethical approval and informed consent for human studies.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 97 kb)

Supplementary file2 (JPG 45 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Williamson, T.L., Adil, S.M., Shalita, C. et al. Palliative Care Consultations in Patients with Severe Traumatic Brain Injury: Who Receives Palliative Care Consultations and What Does that Mean for Utilization?. Neurocrit Care 36, 781–790 (2022). https://doi.org/10.1007/s12028-021-01366-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12028-021-01366-2

Keywords

Navigation