Evidence map›Paper›PMID 34793946›Full record

ArticleJournal of pain and symptom management2022

Advance Identification of Patients With Chronic Conditions and Acute Respiratory Failure at Greatest Risk for High-Intensity, Costly Care.

Nita Khandelwal, Peter May, Lois M Downey, Ruth A Engelberg, J Randall Curtis

Abstract read
In one paragraph

Article in Journal of pain and symptom management, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Nita KhandelwalDepartment of Anesthesiology and Pain Medicine (N.K.), University of Washington, Harborview Medical Center, Seattle, Washington, USA; Cambia Palliative Care Center of Excellence (N.K., L.M.D., R.A.E., J.R.C.), University of Washington, Harborview Medical Center, Seattle, Washington, USA. Electronic address: khandel@uw.edu.
Peter MayTrinity College Dublin (P.M.), Centre for Health Policy and Management, Dublin, Ireland; Trinity College Dublin (P.M.), The Irish Longitudinal study on Ageing (TILDA), Dublin, Ireland.
Lois M DowneyCambia Palliative Care Center of Excellence (N.K., L.M.D., R.A.E., J.R.C.), University of Washington, Harborview Medical Center, Seattle, Washington, USA; Department of Medicine, Division of Pulmonary, Critical Care & Sleep Medicine (L.M.D., R.A.E., J.R.C.), University of Washington, Harborview Medical Center, Seattle, Washington, USA.
Ruth A EngelbergCambia Palliative Care Center of Excellence (N.K., L.M.D., R.A.E., J.R.C.), University of Washington, Harborview Medical Center, Seattle, Washington, USA; Department of Medicine, Division of Pulmonary, Critical Care & Sleep Medicine (L.M.D., R.A.E., J.R.C.), University of Washington, Harborview Medical Center, Seattle, Washington, USA.
J Randall CurtisCambia Palliative Care Center of Excellence (N.K., L.M.D., R.A.E., J.R.C.), University of Washington, Harborview Medical Center, Seattle, Washington, USA; Department of Medicine, Division of Pulmonary, Critical Care & Sleep Medicine (L.M.D., R.A.E., J.R.C.), University of Washington, Harborview Medical Center, Seattle, Washington, USA.

Funding

Improving patient- and family-centered outcomes and value of care for patients with chronic illness who develop acute respiratory failureK23HL144830 · NHLBI · UNIVERSITY OF WASHINGTON · PI KHANDELWAL, NITA · 2019 to 2022
$715k
NHLBI NIH HHS K23 HL144830
6 · The paper itself

Abstract

contextPatients with underlying chronic illness requiring mechanical ventilation for acute respiratory failure are at risk for poor outcomes and high costs.

objectivesIdentify characteristics at time of intensive care unit (ICU) admission that identify patients at highest risk for high-intensity, costly care.

methodsRetrospective cohort study using electronic health and financial records (2011-2017) for patients requiring ≥48 hours of mechanical ventilation with ≥1 underlying chronic condition at an academic healthcare system. Main outcome was total cost of index hospitalization. Exposures of interest included number and type of chronic conditions. We used finite mixture models to identify the highest-cost group.

results4,892 patients met study criteria. Median cost for index hospitalization was $135,238 (range, $9,748 -$3,176,065). Finite mixture modelling identified three classes with mean costs of $89,980, $150,603, and $277,712. Patients more likely to be in the high-cost class were: 1) < 72 years old (OR: 2.03; 95% CI:1.63, 2.52); 2) with dementia (OR: 1.55; 95% CI:1.17, 2.06) or chronic renal failure (OR: 1.27; 95% CI:1.08, 1.48); 3) weight loss ≥ 5% in year prior to hospital admission (OR: 1.25; 95% CI:1.05, 1.48); and 4) hospitalized during prior year (OR: 1.92; 95% CI:1.58, 2.35).

conclusionAmong patients with underlying chronic illness and acute respiratory failure, we identified characteristics associated with the highest costs of care. Identifying these patients may be of interest to healthcare systems and hospitals and serve as one indication to invest resources in palliative and supportive care programs that ensure this care is consistent with patients' goals.

Indexed as

Respiratory Distress SyndromeRespiratory InsufficiencyAgedChronic DiseaseHumansIntensive Care UnitsRespiration, ArtificialRetrospective Studiesacute respiratory failurechronic conditionsCritical carehigh intensity care

Identifiers

PMID34793946
PMCPMC8930607

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Registered trials

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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.