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Record W2912381345 · doi:10.22605/rrh4888

Perspectives from the frontline of two North American community paramedicine programs: an observational, ethnographic study

2019· article· en· W2912381345 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRural and Remote Health · 2019
Typearticle
Languageen
FieldMedicine
TopicEmergency and Acute Care Studies
Canadian institutionsnot available
Fundersnot available
KeywordsObservational studyEthnographyMedicineGerontologySociologyNursingPsychologyAnthropology

Abstract

fetched live from OpenAlex

INTRODUCTION: Community paramedicine is one emerging model filling gaps in rural healthcare delivery. It can expand the reach of primary care and public health service provision in underserviced rural communities through proactive engagement of paramedics in preventative care and chronic disease management. This study addressed key research priorities identified at the National Agenda for Community Paramedicine Research conference in Atlanta, USA in 2012. The motivations, job satisfaction and challenges from the perspectives of community paramedics and their managers pioneering two independent programs in rural North America were identified. METHODS: An observational ethnographic approach was used to acquire qualitative data from participants, through informal discussions, semi-structured interviews, focus groups and direct observation of practice. During field trips over two summers, researchers purposively recruited participants from Ontario, Canada and Colorado, USA. These sites were selected on the basis of uncomplicated facilitation of ethics and institutional approval, the diversity of the programs and willingness of service managers to welcome researchers. Thematic analysis techniques were adopted for transcribing, de-identifying and coding data that allowed identification of common themes. RESULTS: This study highlighted that the innovative nature of the community paramedic role can leave practitioners feeling misunderstood and unsupported by their peers. Three themes emerged: the motivators driving participation, the transitional challenges facing practitioners and the characteristics of paramedics engaged in these roles. A major motivator is the growing use of ambulances for non-emergency calls and the associated need to develop strategies to combat this phenomenon. This has prompted paramedic service managers to engage stakeholders to explore ways they could be more proactive in health promotion and hospital avoidance. Community paramedicine programs are fostering collaborative partnerships between disciplines, while the positive outcomes for patients and health cost savings are tangible motivators for paramedic services and funders. Paramedics were motivated by a genuine desire to make a difference and attracted to the innovative nature of a role delivering preventative care options for patients. Transitional challenges included lack of self-regulation, navigating untraditional roles and managing role boundary tensions between disciplines. Community paramedics in this study were largely self-selected, genuinely interested in the concept and proactively engaged in the grassroots development of these programs. These paramedics were comfortable integrating and operating within multidisciplinary teams. CONCLUSIONS: Improved education and communication from paramedic service management with staff and external stakeholders might improve transitional processes and better support a culture of inclusivity for community paramedicine programs. Experienced and highly motivated paramedics with excellent communication and interpersonal skills should be considered for community paramedic roles. Practitioners who are proactive about community paramedicine and self-nominate for positions transition more easily into the role: they tend to see the 'bigger picture', have broader insight into public health issues and the benefits of integrative health care. They are more likely to achieve higher job satisfaction, remain in the role longer, and contribute to better long-term program outcomes. Paramedic services and policymakers can use these findings to incentivize career pathways in community paramedicine and understand those changes that might better support this innovative model.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.120
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.091
GPT teacher head0.389
Teacher spread0.298 · 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