Evidence map›Paper›PMID 37576839›Full record

ArticlePreventive medicine reports2023

Can delay discounting predict vaccine hesitancy 4-years later? A study among US young adults.

Roberta Freitas-Lemos, Devin C Tomlinson, Yu-Hua Yeh, Candice L Dwyer, Hongying Daisy Dai, Adam Leventhal, Allison N Tegge, Warren K Bickel

Open access · goldAbstract read
In one paragraph

Article in Preventive medicine reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.4field-weighted citation impact, top 20% 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

5 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Article
  3. Delay discounting predicts COVID-19 vaccine booster willingness.Cognitive research: principles and implications · 2025
    Article
  4. Article
  5. 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

8 authors at 4 institutions in 1 country.

Roberta Freitas-LemosFralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
Devin C TomlinsonFralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
Yu-Hua YehFralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
Candice L DwyerFralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
Hongying Daisy DaiCollege of Public Health, University of Nebraska Medical Center, Omaha, NE, USA.
Adam LeventhalDepartment of Preventive Medicine, University of Southern California Keck School of Medicine, Los Angeles, CA, USA.
Allison N TeggeFralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
Warren K BickelFralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
Virginia Tech · USBiomedical Research Institute · USUniversity of Nebraska Medical Center · USUniversity of Southern California · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite being a major threat to health, vaccine hesitancy (i.e., refusal or reluctance to vaccinate despite vaccine availability) is on the rise. Using a longitudinal cohort of young adults (N = 1260) from Los Angeles County, California we investigated the neurobehavioral mechanisms underlying COVID-19 vaccine hesitancy. Data were collected at two time points: during adolescence (12th grade; fall 2016; average age = 16.96 (±0.42)) and during young adulthood (spring 2021; average age = 21.33 (±0.49)). Main outcomes and measures were delay discounting (DD; fall 2016) and tendency to act rashly when experiencing positive and negative emotions (UPPS-P; fall 2016); self-reported vaccine hesitancy and vaccine beliefs/knowledge (spring 2021). A principal components analysis determined four COVID-19 vaccine beliefs/knowledge themes:

Indexed as

COVID-19Decision-makingDelay discountingVaccine hesitancy

Identifiers

PMID37576839
PMCPMC10413160
OpenAlexW4380208244

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.