Evidence map›Paper›PMID 34563227›Full record

ArticleImplementation science : IS2021

Behavioral economic implementation strategies to improve serious illness communication between clinicians and high-risk patients with cancer: protocol for a cluster randomized pragmatic trial.

Samuel U Takvorian, Justin Bekelman, Rinad S Beidas, Robert Schnoll, Alicia B W Clifton, Tasnim Salam, Peter Gabriel, E Paul Wileyto, Callie A Scott, David A Asch and 13 more

2 registry-linked trialsAbstract read
In one paragraph

Article in Implementation science : IS, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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.

NCT04867850 nacompletednot on this map

Effect of Behavioral Nudges to Clinicians, Patients, or Both on Serious Illness Conversation Documentation for Patients With Cancer

TypeinterventionalSponsorAbramson Cancer Center at Penn MedicineRan2021 to 2022Enrolled4,450ConditionsCancerArmsUsual Care, Clinician Nudge, Patient Nudge
NCT05787249 nacompletednot on this mapstarted 2023, after this paper: background citation

Improving Utilization of Supplemental Breast MRI Screening for Women With Extremely Dense Breasts

TypeinterventionalSponsorAbramson Cancer Center at Penn MedicineRan2023 to 2025Enrolled1,358ConditionsBreast CancerArmsPatient nudge, Provider nudge
3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Precision Palliative Care as a Pragmatic Solution for a Care Delivery Problem.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2023
    Article
  8. Article
  9. Review
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

23 authors.

Samuel U TakvorianPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA. Samuel.Takvorian@pennmedicine.upenn.edu.
Justin BekelmanPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Rinad S BeidasPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Robert SchnollPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Alicia B W CliftonPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Tasnim SalamPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.ORCID 0000-0002-0646-0134
Peter GabrielPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
E Paul WileytoPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Callie A ScottPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
David A AschPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Alison M ButtenheimPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Katharine A RendlePerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Krisda ChaiyachatiPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Rachel C SheltonMailman School of Public Health, Columbia University, New York, NY, USA.
Sue WarePerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Corey ChiversPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Lynn M SchuchterPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Pallavi KumarPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Lawrence N ShulmanPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Nina O'ConnorPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Adina LiebermanPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Kelly ZentgrafPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.
Ravi B ParikhPerelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd, 10S-113, Philadelphia, PA, 19104, USA.

Funding

Physician Scientist Training in Clinical OncologyK12CA076931 · NCI · UNIVERSITY OF PENNSYLVANIA · PI STEPHEN Patrick HUNGER, LYNN M. SCHUCHTER · 1997 to 2026
$16.5M
Research ProgramP50CA244690 · NCI · UNIVERSITY OF PENNSYLVANIA · PI BEIDAS, RINAD SARY · 2020 to 2024
$4.9M
A Patient-Oriented Research Mentoring Program in Tobacco Dependence ResearchK24DA045244 · NIDA · UNIVERSITY OF PENNSYLVANIA · PI Robert Adam Schnoll · 2018 to 2026
$1.7M
Telemedicine Utilization and Impacts on Access Among Rural Medicare BeneficiariesK08AG065444 · NIA · UNIVERSITY OF PENNSYLVANIA · PI CHAIYACHATI, KRISDA H · 2021 to 2022
$340k
NCI NIH HHS K12 CA076931NCI NIH HHS P50 CA244690NCI NIH HHS P50CA244690NIA NIH HHS K08 AG065444NIDA NIH HHS K24 DA045244
6 · The paper itself

Abstract

backgroundSerious illness conversations (SICs) are an evidence-based approach to eliciting patients' values, goals, and care preferences that improve patient outcomes. However, most patients with cancer die without a documented SIC. Clinician-directed implementation strategies informed by behavioral economics ("nudges") that identify high-risk patients have shown promise in increasing SIC documentation among clinicians. It is unknown whether patient-directed nudges that normalize and prime patients towards SIC completion-either alone or in combination with clinician nudges that additionally compare performance relative to peers-may improve on this approach. Our objective is to test the effect of clinician- and patient-directed nudges as implementation strategies for increasing SIC completion among patients with cancer.

methodsWe will conduct a 2 × 2 factorial, cluster randomized pragmatic trial to test the effect of nudges to clinicians, patients, or both, compared to usual care, on SIC completion. Participants will include 166 medical and gynecologic oncology clinicians practicing at ten sites within a large academic health system and their approximately 5500 patients at high risk of predicted 6-month mortality based on a validated machine-learning prognostic algorithm. Data will be obtained via the electronic medical record, clinician survey, and semi-structured interviews with clinicians and patients. The primary outcome will be time to SIC documentation among high-risk patients. Secondary outcomes will include time to SIC documentation among all patients (assessing spillover effects), palliative care referral among high-risk patients, and aggressive end-of-life care utilization (composite of chemotherapy within 14 days before death, hospitalization within 30 days before death, or admission to hospice within 3 days before death) among high-risk decedents. We will assess moderators of the effect of implementation strategies and conduct semi-structured interviews with a subset of clinicians and patients to assess contextual factors that shape the effectiveness of nudges with an eye towards health equity. DISCUSSION: This will be the first pragmatic trial to evaluate clinician- and patient-directed nudges to promote SIC completion for patients with cancer. We expect the study to yield insights into the effectiveness of clinician and patient nudges as implementation strategies to improve SIC rates, and to uncover multilevel contextual factors that drive response to these strategies.

trial registrationClinicalTrials.gov , NCT04867850 . Registered on April 30, 2021.

fundingNational Cancer Institute P50CA244690.

Indexed as

NeoplasmsTerminal CareCommunicationEconomics, BehavioralFemaleHumansPalliative CareAdvanced care planningEnd-of-life cancer carePragmatic trialsSerious illness conversation

Identifiers

PMID34563227
PMCPMC8466719

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Registered trials

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.