Evidence map›Paper›PMID 31233442›Full record

ArticleThe journal of trauma and acute care surgery2019

Financial toxicity is associated with worse physical and emotional long-term outcomes after traumatic injury.

Patrick B Murphy, Sarah Severance, Stephanie Savage, Samilia Obeng-Gyasi, Lava R Timsina, Ben L Zarzaur

Open access · greenAbstract read
In one paragraph

Article in The journal of trauma and acute care surgery, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 2 pooled it
11.0field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

34 citing papers in PubMed, 2 syntheses or guidelines pooled it, 79 citations in OpenAlex.

  1. Patient-reported outcome measures within European cohorts of severely injured patients: a systematic review and meta-analysis.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026
    Pooled it
  2. Financial toxicity of cancer care in low- and middle-income countries: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2022
    Pooled it
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Associations between financial toxicity, health-related quality of life, and well-being in Indonesian patients with breast cancer.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Financial toxicity in patients with glioblastoma.Journal of neuro-oncology · 2025
    Article
  19. Article
  20. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Patrick B MurphyFrom the Department of Surgery (P.T.M., S.Se., S.O.-G., L.R.T., B.L.Z.), Indiana University School of Medicine, Indianapolis, Indiana; and Department of Surgery (S.Sa.), University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin.
Sarah Severance
Stephanie Savage
Samilia Obeng-Gyasi
Lava R Timsina
Ben L Zarzaur
University of Wisconsin–Madison · US

Funding

Socioeconomic Status and Post-Injury Quality of Life and Functional AbilityK23GM084427 · NIGMS · UNIVERSITY OF TENNESSEE HEALTH SCI CTR · PI ZARZAUR, BEN L · 2008 to 2012
$641k
NIGMS NIH HHS K23 GM084427
6 · The paper itself

Abstract

backgroundIncreasing health care costs and high deductible insurance plans have shifted more responsibility for medical costs to patients. After serious illnesses, financial responsibilities may result in lost wages, forced unemployment, and other financial burdens, collectively described as financial toxicity. Following cancer treatments, financial toxicity is associated with worse long-term health-related quality of life (HRQoL) outcomes. The purpose of this study was to determine the incidence of financial toxicity following injury, factors associated with financial toxicity, and the impact of financial toxicity on long-term HRQoL.

methodsAdult patients with an Injury Severity Score of 10 or greater and without head or spinal cord injury were prospectively followed for 1 year. The Short-Form-36 was used to determine overall quality of life at 1 month, 2 months, 4 months, and 12 months. Screens for depression and posttraumatic stress syndrome were administered. The primary outcome was any financial toxicity. A multivariable generalized estimating equation was used to account for variability over time.

resultsFive hundred patients were enrolled, and 88% suffered financial toxicity during the year following injury (64% reduced income, 58% unemployment, 85% experienced stress due to financial burden). Financial toxicity remained stable over follow-up (80-85%). Factors independently associated with financial toxicity were lower age (odds ratio [OR], 0.96 [0.94-0.98]), lack of health insurance (OR, 0.28 [0.14-0.56]), and larger household size (OR, 1.37 [1.06-1.77]). After risk adjustment, patients with financial toxicity had worse HRQoL, and more depression and posttraumatic stress syndrome in a stepwise fashion based on severity of financial toxicity.

conclusionFinancial toxicity following injury is extremely common and is associated with worse psychological and physical outcomes. Age, lack of insurance, and large household size are associated with financial toxicity. Patients at risk for financial toxicity can be identified, and interventions to counteract the negative effects should be developed to improve long-term outcomes. LEVEL OF EVIDENCE: Prognostic/epidemiologic study, level III.

Indexed as

Cost of IllnessAdultAge FactorsDepressionFamily CharacteristicsFemaleFollow-Up StudiesHealth ExpendituresHumansInjury Severity ScoreInsurance, HealthMaleMiddle AgedProspective StudiesQuality of LifeRetrospective Studies

Identifiers

PMID31233442
PMCPMC6815224
OpenAlexW2954939687

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.