MétaCan
Menu
Back to cohort
Record W4205825893 · doi:10.1002/emp2.12642

Editorial: Responding in crisis: Experiences of compassion, stigma, and professionalism among emergency personnel during the opioid epidemic

2022· editorial· en· W4205825893 on OpenAlexaff
Elizabeth Donnelly, Remle P. Crowe

Bibliographic record

VenueJournal of the American College of Emergency Physicians Open · 2022
Typeeditorial
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsCompassionOpioid use disorderMedicineAddictionWitnessPsychologyNursingPsychiatryMedical emergencyOpioidPolitical science

Abstract

fetched live from OpenAlex

More than 2 decades into the ongoing opioid epidemic, an estimated 2.1 million people are affected by opioid use disorder with a record-high number of deaths exceeding 93,000 in 2020 in the United States alone.1, 2 First responders, including police, firefighters, and emergency medical services clinicians are often the first to provide assistance in opioid-related emergencies. However, the system in which first responders operate is poorly equipped to manage these encounters. Structurally, the protocol-based approach of first-responder care is not designed to manage the chronic and complex nature of addiction. As emergency care practices are rarely coupled with a clear path to effective long-term treatment options, emergency personnel provide frequent (and often repeated) care to these persons, repeatedly bearing witness to the devastating social and physical effects of opioid addiction. As a result, many emergency personnel feel frustrated and helpless when it comes to encounters involving opioid use disorder. In these trying circumstances, it is critical to understand emergency professionals’ attitudes and beliefs toward people who use opioids. In this issue, Metcalf et al’s “Compassion, Stigma, and Professionalism among Emergency Personnel Responding to the Opioid Crisis: An Exploratory Study in New Hampshire, USA” presents findings from a series of qualitative interviews with front-line emergency personnel regarding attitudes and beliefs toward people who use opioids. This study provides an important look at the experiences of emergency personnel in caring for those affected by opioid use disorder and offers a framework for exploring how these experiences may shape their beliefs and attitudes. This investigation is critically needed as emergency personnel often provide the first—and often the only—care for those struggling with opioid use disorder. From this exploratory work emerge 3 core themes: when caring for opioid abuse victims, emergency personnel struggle with (1) compassion, (2) stigma, and (3) professionalism. Compassionate beliefs included those that reflected a desire to alleviate suffering following the witnessing of another's distress. Stigmatizing beliefs, defined as negative biases toward those who use opioids, also included the more nuanced categories of suspicious and cynical attitudes. Interestingly, these categories were not mutually exclusive among participants. Instead, most emergency personnel expressed conflicted perspectives with varying degrees of both compassion and stigma. Many emergency personnel also voiced a “sense of duty” and “professionalism” that take precedence over any personally held biases toward people who use opioids. Nevertheless, attitudes of “cold professionalism” by emergency personnel in the absence of compassion may be perceived by people who use opioids in much the same way as stigma.3 Perceived stigma from emergency personnel may negatively influence opioid users, making them less willing to seek care.4, 5 Holding stigmatizing beliefs may also influence emergency personnel's own help-seeking for mental health needs.6 It follows that the degree to which emergency personnel respond with empathy and understanding to those they encounter in their work may influence the degree to which they allow themselves and their colleagues latitude and grace in managing the challenges of the work. Thus, Metcalf et al’s work suggests a need to identify ways of wiping out stigmatizing beliefs among emergency personnel. Interestingly, the authors found that personal experience with individuals affected by opioid use disorder was associated with greater compassion, regardless of general opinions disclosed about people who use opioids. Given that personally witnessing recovery shifted participants’ attitudes about opioid addiction, there may be value in exploring the use of the celebration of cardiac arrest model (wherein emergency personnel are connected with members of the community who have survived cardiac arrest).7 Connecting with community members who have moved into recovery from addiction may allow emergency personnel to see the positive consequences of their efforts, rather than only the repeated exposure to those who continue to struggle with addiction. Although possessing the common limitations of exploratory work, Metcalf et al’s study is an important first step, prompting us to explore the impact of stigma and compassion upon emergency personnel care for opioid use disorder. Future research should continue to disentangle how stigma and compassion influence emergency personnel interactions, not only with those experiencing opioid use disorder but also those living with other forms of addiction and mental health concerns. Identifying and addressing the root causes of stigma held by emergency personnel are paramount. We cannot depend on professionalism alone to ensure effective communication and appropriate care for persons affected by opioid use disorder or any other stigmatized conditions. The authors have no conflicts of interest to report.

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)0.003
metaresearch head score (Gemma)0.024
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.014
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.024
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.001
Science and technology studies0.0040.003
Scholarly communication0.0060.005
Open science0.0050.002
Research integrity0.0140.011
Insufficient payload (model declined to judge)0.0120.005

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 head0.024
GPT teacher head0.370
Teacher spread0.346 · 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 designNot applicable
Domainnot available
GenreEditorial

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".

Quick stats

Citations2
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the American College of Emergency Physicians OpenSame topicMigration, Health and TraumaFrench-language works237,207