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Record W4381619771 · doi:10.1093/humrep/dead093.123

P-577 Understanding how healthcare professionals address the educational and emotional needs of patients seeking fertility care: an assessment of challenges and barriers across eight countries

2023· article· en· W4381619771 on OpenAlexaff
Monica Augustyniak, M. Kupka, Giovanni Coticchio, Sandro C. Esteves, A.G. Fincham, Patrice Lazure, Sophie Péloquin

Bibliographic record

VenueHuman Reproduction · 2023
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Technologies
Canadian institutionsAxdev Group (Canada)
Fundersnot available
KeywordsThematic analysisFertilityPsychologyHealth careDistressAnxietyQualitative researchReproductive medicineNeeds assessmentMedicineNursingMedical educationFamily medicineClinical psychologyPsychiatryPopulationPregnancyPolitical scienceEnvironmental health

Abstract

fetched live from OpenAlex

Abstract Study question What are the current challenges and barriers preventing healthcare professionals (HCPs) from optimally addressing patients' educational and emotional needs in fertility care? Summary answer HCPs lack optimal knowledge of patients’ needs/preferences for educational and emotional support, have sub-optimal skills addressing them, and underutilize external resources (e.g., psychologists). What is known already Couples who have difficulty conceiving a child can face a turmoil of emotions, including anxiety and distress, especially when external social pressures are at play. All patients seeking fertility care deserve their educational and emotional needs to be heard and addressed, as advocated by The European Society of Human Reproduction and Embryology (ESHRE) guidelines. Nevertheless, a 2015 educational and behavioural needs assessment found that HCPs involved in reproductive medicine perceive their skills to identify the needs of patients for psychological and emotional support to be less than optimal, especially when discussing sensitive or distressing issues. Study design, size, duration This exploratory mixed-methods study triangulated data from a qualitative phase (76 interviews, June-August 2021) and a quantitative phase (323 surveys, November 2021). Participants included patients (qualitative phase, n = 28), physicians (both phases, n = 249) and laboratory specialists (both phases, n = 122) using assisted reproductive technologies (ART). Participants/materials, setting, methods Countries included Brazil, China, France, Germany, Italy, Mexico, Spain, and UK. Interviews were recorded, transcribed and coded. Thematic analyses were performed. Surveys assessed knowledge, skill, agreement, and task performance frequency using 5-point scales. Knowledge and skill ratings of none (1), basic (2) or intermediate (3), as opposed to advanced (4) or expert (5), were considered a gap. Descriptive analysis and crosstabulations with chi-square tests were performed to explore variations by country and professional role/specialty area. Main results and the role of chance Patient interviews indicated a need to improve HCPs’ ability to set realistic yet encouraging, expectations about conception outcomes. Underlying barriers to fulfilling this need included a lack of optimal knowledge amongst HCPs regarding patients’ preferences, skills addressing their needs, and an under-utilization of resources for psychological support. Survey results indicated 31-36% of physicians and laboratory specialists had a knowledge gap of patients’ preferences and needs for education and emotional support; 11-39% of physicians had a skill gap for a) educating their patients about factors contributing to couples’ infertility and treatments that can optimize chances of conception/pregnancy; b) setting patient expectations about successful fertility outcomes and next steps; and c) providing emotional support to patients/couples experiencing failure to conceive. For laboratory specialists, 23% reported ‘never’, ‘rarely’ or ‘sometimes’ contributing to patient education. When asked how often they “consult references provided by patient organizations regarding the psychological and emotional needs of patients” and “direct patients to support groups or forums (online or in-person)”, an average of 47-49% of surveyed HCPs said ‘never’, ‘rarely’ or ‘sometimes’. Only 49% of surveyed HCPs reported collaborating with psychologists specialized in infertility. The extent to which gaps affected HCPs varied by country and professional role/specialty area. Limitations, reasons for caution Although multiple countries were included in this exploratory mixed-methods study, due to small sample sizes, the likelihood of observing a difference in the frequency of reported challenges, barriers and gaps by country due to chance alone could not be excluded. Wider implications of the findings Several years after the publication of the ESHRE guidelines for psychosocial care, challenges related to providing adequate educational and emotional support to patients remain. This study identified opportunities and direction for continuing professional development to promote routine psychosocial care in fertility clinics. Trial registration number Not applicable for this mixed-methods self-reported educational needs assessment.

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 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)0.001
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 score0.035
Threshold uncertainty score0.411

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.114
GPT teacher head0.418
Teacher spread0.305 · 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 teacher head, 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".

Quick stats

Citations2
Published2023
Admission routes1
Has abstractyes

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