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Record W7117460743 · doi:10.29173/cjen533

Emergency department patients’ willingness to participate in low-risk health research during the COVID-19 pandemic.

2025· article· W7117460743 on OpenAlexvenueno aff
Stephanie Crump, Emma Gaylord, Sara Gjyli, Alicia Kassee, Erin L. O’Connor

Bibliographic record

VenueCanadian Journal of Emergency Nursing · 2025
Typearticle
Language
FieldSocial Sciences
TopicVaccine Coverage and Hesitancy
Canadian institutionsnot available
Fundersnot available
KeywordsConfidentialityPublic healthEmergency departmentLikert scaleResearch ethicsInformed consentResearch designInclusion (mineral)Survey research

Abstract

fetched live from OpenAlex

Background: Conducting health research during a health emergency, such as a pandemic, is important to manage public health responses and recovery (Lurie et al., 2013; CIHR, 2024). Prior to the COVID-19 pandemic, a survey by Gobat et al. (2019) showed strong public support for health research during a hypothetical pandemic and discussed patient willingness to participate in pandemic-relevant health research. Conducting research in the emergency department (ED) is challenging due to various barriers, including time constraints for patients (Irani et al., 2015) and patient concerns about trust, risk (Limkakeng, 2014), and confidentiality (Irani et al., 2015) in regard to research participation. Study Aims: A cross-sectional study design and convenience, criterion sampling was used. Adult patients (≥18 years) registered in two urban tertiary EDs at University Health Network (UHN) who met the study inclusion criteria were invited to complete a structured, anonymous, electronic survey. Surveys were collected from August to December 2020. Research Ethics Board approval was obtained by UHN.The survey included a) demographic questions; b) binary questions (yes/no) on whether the patient would consent to donate biospecimens (blood specimens; throat swab; NP swab; and urine sample) for research; and c) 5-point Likert scale questions on patient motivation(s) to donate biospecimens based on four key domains (altruism; trust; personal benefit; social). These domains were formulated based on the Theory of Consumption Values (Sheth et al., 1991) and literature review. Biospecimens were not collected as part of this study. Results: 225 participant surveys were collected. There was a near equal number of male (51%) to female (48%) participants. Most adult age groups were well-represented: 19% were 18 to 29 years old, 30% were 30-49 years old, 35% were 40-59 years, and 25% were 60-79 years old. The sample had higher levels of education as 13% were high school graduates, 27% completed undergraduate education, and 30% completed graduate or post-graduate education. Those who reported their gender as other (1%), were 80 years of age or older (2%), and had no schooling (1%) or a kindergarten to grade 12 education (7%) were underrepresented.The majority of study participants described themselves as generally healthy (60%). Of those who reported health concern(s) (40%), cancer was most reported (22%), followed by cardiac disease (17%), liver or kidney disease (13%), neurological issues (10%), and respiratory disease (8%). Most (62%) survey participants reported no prior participation in health research. WILLINGNESS TO PROVIDE BIOSPECIMENS FOR RESEARCHMost (85%) ED patients were willing to provide at least one biospecimen for research purposes and the majority (55%) agreed to provide all four samples. Of those agreeing to donate biospecimens, the majority were willing to provide a urine sample (78%), throat swab (77%), blood sample (75%), or NP swab (65%). Those who previously participated in health research were more likely to agree to donate a urine sample (p = .002), NP swab (p = .005), small blood sample (p = .04), and throat swab (p = .04).Participants largely (71%) reported that their decision to donate biospecimens for research would not be influenced by the presence of a global pandemic. The remaining 29% reported that their decision to take part would be different if there was not a present pandemic. 60% reported that the decision to take part would be different if more risk involved (e.g., taking a medication, having an x-ray, or skin biopsy) while 40% reported their decision would not be different.MOTIVATION TO DONATE BIOSPECIMENS FOR RESEARCH Two domains, altruism and trust, were shown to be internally consistent and reliable via Cronbach's alpha (<0.7). Sum scores were created and then tested against demographic variables. Demographic characteristics of sex, age, education, and health status (generally healthy; health concern(s)) were not statistically significant. Those who reported previous participation in health research had a higher total altruism score (p = .004) and trust score (p = .005) than those who had not previously participated in health research. Implications and Future Directions: This study’s results support engaging ED patients in health research recruitment during a pandemic. The results show that the ED may be a suitable location to seek adult participant consent for the collection of low-risk biospecimens for research purposes during a pandemic.Since the majority (60%) of participants reported a willingness to accept more risk (such as taking a medication, having an x-ray, or skin biopsy), further research is required to explore ED patient participation in research involving more risk during a pandemic.As results show participants have a high willingness to partake in low-risk health research, further research is needed to explore ED patient participant recruitment facilitators and barriers within a pandemic context. Demographic variables not collected in this study, such as ethnicity or socioeconomic status, could also be further explored in relation to ED patient participation in low-risk health research during a pandemic. Conclusion: This study found that most adult ED patients were willing to donate low-risk biospecimens during the COVID-19 pandemic. It also found that altruism and trust were key domains that influenced ED patients' willingness to donate biospecimens for low-risk health research during the COVID-19 pandemic.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.034
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.034
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.135
GPT teacher head0.437
Teacher spread0.302 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
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