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Record W4405051120 · doi:10.1182/blood-2024-204479

Barriers and Facilitators for Diagnosing and Managing Iron Deficiency Anemia from Healthcare Professionals' Perspective in Alberta, Canada: A Qualitative Study

2024· article· en· W4405051120 on OpenAlexaffabout
Nazanin Abolghasemi Taree, Rebecca L. Rich, Nancy Zhu, Roy Khalifé, Cynthia Wu, Haowei Sun

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicIron Metabolism and Disorders
Canadian institutionsOttawa HospitalUniversity of OttawaUniversity of Alberta
Fundersnot available
KeywordsMedicineFocus groupSnowball samplingThematic analysisHealth careQualitative researchFamily medicinePsychological interventionNursingReproductive healthReferralPopulationEnvironmental healthPolitical science

Abstract

fetched live from OpenAlex

Background: Anemia in reproductive-age women is a significant global public health issue. In Canada, despite a universal healthcare system, the prevalence of anemia among these women has risen over the past decade. Iron deficiency anemia (IDA), the most common cause, disproportionately affects people from marginalized communities and is often underdiagnosed and inadequately managed. The barriers and facilitators to optimal management within universal healthcare systems are poorly understood. Objective: This study aims to explore healthcare professionals' (HCPs) perspectives on the barriers and facilitators in managing and diagnosing IDA among women of reproductive age in Alberta with a focus on equity-deserving people, including Black, Indigenous, and People of Color (BIPOC), immigrants, refugees, and 2S/LGBTQIA+ individuals. Methods: We conducted a qualitative study using semi-structured interviews with HCPs who treat women with IDA. Participants were recruited through purposive and snowball sampling to ensure representation from diverse specialties. Participants discussed practice patterns, barriers, and facilitators to timely diagnosis and management of IDA, and the potential interventions to improve care for women of reproductive age. After achieving sample size sufficiency, we used Braun and Clarke's reflexive thematic analysis to code transcripts and generated themes through an iterative and inductive process. Results: We interviewed 13 participants from Alberta, specifically seven family physicians, two emergency medicine physicians, two obstetricians/gynecologists, one hematologist, and one pharmacist. Through our interviews with healthcare professionals, several themes underscored the complexities of managing IDA among women of reproductive age. One important theme is the supply and demand of resources. Participants noted various barriers, including financial and geographic challenges in obtaining iron replacement therapy, insufficient drug coverage under Alberta Healthcare insurance, lack of hospital privileges for family doctors, and extended wait times for specialty services. The scarcity of infrastructure for iron infusion units outside major cities further compounded these access issues. Physicians' knowledge, skills, and attitudes also played a pivotal role in the management of IDA. This encompassed their familiarity and adherence to clinical guidelines, ignoring or misattributing symptoms, efforts in patient education and engagement, and their approach to source control issues. Patient-centered care was also emphasized with the need to build trust in the healthcare system, address treatment intolerance, manage the burden of frequent monitoring, and validate the patient's quality of life. Another critical aspect highlighted was the importance of networking and integrating care. This included enhancing feedback from different care levels, integrating electronic health records, and improving coordination between acute care, primary care, and subspecialty services. For vulnerable populations, the intersectionality of biopsychosocial factors such as race, poverty, homelessness, food insecurity, mental health disorders, and substance abuse further exacerbated existing challenges related to adherence and access to care. Moreover, pervasive mistrust in the healthcare system, the need for gender affirmation sensitivity, and issues related to the affordability and cultural appropriateness of iron-rich foods and supplements were highlighted. Language barriers and limited health literacy were additional challenges experienced. Identified facilitators include having a proper multidisciplinary team in the newcomers' clinic and providing appropriate screening care for infectious diseases in refugees and newcomers. Conclusion: Overall, these findings highlight the multifaceted barriers to effective IDA management. They underscore the necessity for comprehensive interventions, including updates to clinical guidelines and resources, alongside improvements at both the healthcare professional and patient levels. Such measures aim to develop a holistic multidisciplinary IDA management plan, ultimately reducing health inequities among women of reproductive age in Alberta. Future work will be targeted at gaining the patient's perspective on IDA and its management.

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)0.006
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.074
Threshold uncertainty score0.540

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0220.008
Scholarly communication0.0040.001
Open science0.0020.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.011
GPT teacher head0.325
Teacher spread0.315 · 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 designQualitative
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

Citations0
Published2024
Admission routes2
Has abstractyes

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