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Background: Côte d'Ivoire continues to struggle with one of the highest rates of mother-to-child HIV transmission in West Africa, previously thought to be in part due to suboptimal workforce patterns. This study aimed to understand the process through which workforce patterns impact prevention of mother-to child transmission of HIV (PMTCT) program success, from the perspective of healthcare workers in Côte d'Ivoire.
Methods: A total of 142 semi-structured interviews were conducted with physicians, midwives, nurses, community counselors, social workers, pharmacists, management personnel and health aides from a nationally representative sample of 48 PMTCT sites across Côte d'Ivoire.
Results: Healthcare workers described three categories of workforce patterns that they perceived to be affecting PMTCT success: workforce inputs, healthcare roles and responsibilities, and facilitators of task performance. According to their descriptions, PMTCT success depends on the presence of an adequate and trained PMTCT workforce, with an interdisciplinary team of healthcare workers with flexible roles and expanded task responsibilities, and whose tasks are translated into patient care through collaboration, ongoing trainings, and appropriate motivators.
Conclusions: This study provides a model for understanding the impact of workforce patterns on PMTCT success in Côte d'Ivoire and provides insight into workforce-related facilitators and barriers of program performance that should be targeted in future research and interventions. It highlights the importance of workforce integration and collaboration between healthcare workers.
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http://dx.doi.org/10.1186/s12960-018-0268-x | DOI Listing |
Obesity (Silver Spring)
September 2025
Division of Hematology, Oncology, and Palliative Care, School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA.
Objective: From October 18-20, 2022, the National Institutes of Health held a workshop to examine the state of the science concerning obesity interventions in adults to promote health equity. The workshop had three objectives: (1) Convene experts from key institutions and the community to identify gaps in knowledge and opportunities to address obesity, (2) generate recommendations for obesity prevention and treatment to achieve health equity, and (3) identify challenges and needs to address obesity prevalence and disparities, and develop a diverse workforce.
Methods: A three-day virtual convening.
Front Big Data
August 2025
MaiNLP, Center for Information and Language Processing, LMU Munich, Munich, Germany.
Predicting career trajectories is a complex yet impactful task, offering significant benefits for personalized career counseling, recruitment optimization, and workforce planning. However, effective career path prediction (CPP) modeling faces challenges including highly variable career trajectories, free-text resume data, and limited publicly available benchmark datasets. In this study, we present a comprehensive comparative evaluation of CPP models-linear projection, multilayer perceptron (MLP), LSTM, and large language models (LLMs)-across multiple input settings and two recently introduced public datasets.
View Article and Find Full Text PDFNurs Inq
October 2025
Clinical Ethics and Spiritual Care Service, Provincial Health Services Authority, Vancouver, British Columbia, Canada.
Moral distress increased among healthcare workers during the first three years of the COVID-19 pandemic. This qualitative descriptive study explored the experiences of thirteen healthcare professionals with expertise in supporting healthcare workers experiencing moral distress within Canadian healthcare systems during this time. Participants reported multiple factors driving moral distress, such as resource scarcity (e.
View Article and Find Full Text PDFJ Viral Hepat
October 2025
Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York City, New York, USA.
Chronic hepatitis B (CHB) is a major cause of liver-related morbidity and mortality in the United States. Patients with CHB require long-term antiviral treatment and consistent follow-up, but often face numerous barriers to accessing care and medications. In this study, we used the Medicare Part D database and the Rural-Urban Continuum code to explore specialty and geographic characteristics of healthcare providers that manage Medicare patients with CHB.
View Article and Find Full Text PDFFam Pract
August 2025
Department of Family and Preventative Medicine, Division of Family and Community Medicine, University of Utah, 310 Wakara Way, Salt Lake City, UT 84108, United States.
Background: Pregnancy care in the USA is in crisis, particularly in rural areas. Shortages and maldistribution of care are contributing factors. Family medicine (FM) physicians could be crucial to addressing the crisis.
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