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JMIRx Med

29 training papers 2019-06-25 – 2026-03-07

Top medRxiv preprints most likely to be published in this journal, ranked by match strength.

1
Preparing for the Future: A Mixed Methods Study Protocol on AI Awareness and Educational Integration in Qatars Primary Health Care Workforce.
2026-03-07 health systems and quality improvement 10.64898/2026.03.06.26347773
Top 0.4% (2.1%)
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Background Artificial intelligence (AI) is increasingly being integrated into healthcare systems, with growing applications in clinical decision support, workflow optimization, and population health management. While substantial investments have been made in digital infrastructure, the successful adoption of AI in primary care depends critically on the readiness, awareness, and educational preparedness of healthcare professionals. Global health authorities emphasize the need for ethically ground...

2
Perceptions of homogeneity reproduction in health sciences academia
2026-03-05 health systems and quality improvement 10.64898/2026.03.04.26347665
Top 0.5% (1.9%)
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Academic institutions privilege norms of continuous productivity and uninterrupted availability, creating conformity pressures that systematically disadvantage those who deviate from an implicit template of the ideal academic. This study explores how doctoral students and faculty in the health sciences perceive the reproduction of social homogeneity. Semi-structured interviews were conducted with nine participants at a German university hospital. Data were analysed using reflexive thematic anal...

3
Antibiotic price formulation in Tanzania: evidence from national regulatory import permit data 2010-2016
2026-03-06 pharmacology and therapeutics 10.64898/2026.03.05.26347741
Top 3% (1.0%)
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Background Antibiotic pricing is a key determinant of access and stewardship in low- and middle-income countries (LMICs), yet empirical evidence on how prices are formed within pharmaceutical markets remains limited. However, there is little longitudinal evidence on how antibiotic prices behave within national pharmaceutical supply systems. This study evaluated the patterns and determinants of systemic antibiotic pricing in Tanzania using national regulatory import permit data. Methods We conduc...

4
Analysis Of Clinicopathological Histomorphological And Molecular Differences In Right And Left Sided Colonic Carcinoma
2026-03-04 health systems and quality improvement 10.64898/2026.03.03.26347325
Top 3% (0.9%)
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BackgroundColorectal carcinoma (CRC) remains a significant cause of cancer morbidity and mortality worldwide. Right- and left-sided tumours differ in clinical, morphological, and molecular features. Microsatellite instability-high (MSI-H) tumours, often right-sided, are associated with distinct histopathological characteristics and prognostic implications. In Sri Lanka, molecular MSI testing is currently unavailable, highlighting the need for alternative predictive approaches. ObjectivesGeneral...

5
Health insurance in Nigeria: Findings from the People's Voice Survey
2026-03-04 health systems and quality improvement 10.64898/2026.03.03.26347555
Top 3% (0.9%)
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The recent Lancet Commission on Nigerias health system highlighted high out of pocket expenditures on health and underfunding of the public health sector as major obstacles to Nigerias achievement of the Sustainable Development Goals. Nigeria has sought to address these gaps by extending health insurance coverage. This paper measures health insurance coverage and access to care in Nigeria circa 2023, using the first round of the Peoples Voice Survey (PVS). We analyze health insurance coverage by...

6
Digital monitoring and action planning to reach zero-dose and under-immunised children: Leveraging data for targeted immunisation responses
2026-03-07 health systems and quality improvement 10.64898/2026.03.03.26346932
Top 3% (0.8%)
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Background Persistent inequities in immunisation coverage, particularly among zero-dose and under-immunised children, continue to challenge Pakistan's Expanded Programme on Immunization. Weak feedback loop, inconsistent data quality, and limited real-time monitoring impede effective decision-making. This Implementation Research was conducted under the MAINSTREAM Initiative funded by Alliance for Health Policy and Systems Research (AHPSR) and supported by the Aga Khan Community Health Services De...

7
Enhancing Prediabetes Diagnosis from Continuous Glucose Monitoring Data via Iterative Label Cleaning and Deep Learning
2026-03-05 health informatics 10.64898/2026.03.04.26347604
Top 4% (0.7%)
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As of early 2026, over 115 million US adults (more than 1 in 3) have prediabetes, a condition with an annual conversion rate of 5%-10% to type 2 diabetes. Total diabetes (diagnosed and undiagnosed) affects approximately 40.1 million Americans, or 12% of the population, with roughly 1.5 million new cases diagnosed annually. Continuous Glucose Monitoring (CGM) provides real-time, 24/7 insights into glycemic variability, detecting dangerous highs, lows, and trends that HbA1c (a 3-month average) mis...

8
No evidence of increased gaming-related problems with long-term use of a video game therapeutic: Exploratory endpoint findings from a randomized controlled trial
2026-03-05 psychiatry and clinical psychology 10.64898/2026.03.04.26347656
Top 4% (0.7%)
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Digital therapeutics for mental health often face low patient engagement, which limits their clinical impact. Interventions that deliver treatment using a video game medium may improve engagement and therapeutic efficacy, but the putative emergence of gaming-related problems remains a concern among clinical stakeholders. We examined whether long-term engagement with Meliora, a video game therapeutic for adult major depressive disorder, was associated with changes in gaming-related problems in a ...

9
Hump nosed pit viper envenoming in Coastal Karnataka- unravelling the centuries of deadly camouflage
2026-03-06 public and global health 10.64898/2026.03.05.26347697
Top 6% (0.5%)
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Background The Hump-nosed pit viper is a recognized but neglected medically significant species causing morbidity and mortality, with non-availability of a specific antivenom. There are many gaps in our understanding of its envenomation, including burden, clinical syndrome, complications and management. Methodology The study is a retrospective sub analysis of the Prospective VENOMS registry and hospital records of Hump Nosed Pit Viper envenomation from a single tertiary care center in coastal Ka...

10
Sleep Quality and Psychological Distress in Chinese Nursing Interns: The Moderating Effect of Social Support in the Association with Anxiety and Depression
Top 6% (0.5%)
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Background: Nursing interns are at high risk of psychological distress due to academic and clinical stressors. While poor sleep quality is linked to anxiety and depression, the buffering role of social support remains underexplored in this population. Aims: To explore the role of social support in regulating the relationship between sleep and mental health among nursing interns. Methods: A total of 396 nursing interns completed self-administered questionnaires including the Pittsburgh Sleep Qual...

11
Dental teachers perspectives on Extended Reality in dental education: an international survey
2026-03-05 dentistry and oral medicine 10.64898/2026.03.05.26347677
Top 7% (0.5%)
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IntroductionDigital technologies are reshaping how health professionals are trained, and extended reality (XR) has gained attention as a tool for skills development in dental education. Yet, successful integration depends largely on educators perceptions, readiness, and working conditions. This study aimed to explore dental educators views of the educational value of XR, what barriers they experience, and how familiarity with immersive technologies relates to their use in teaching. Materials an...

12
Forces Applied on the Glottis During Endotracheal Intubation: Effect of Technique, Stylet, and Experience. A Manikin-based study
2026-03-06 anesthesia 10.64898/2026.03.05.26347753
Top 10% (0.3%)
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Purpose To quantify and compare the peak force applied on the glottis during endotracheal intubation across five laryngoscopy techniques, two intubation conditions (standard and simulated laryngospasm), and two operator experience levels, and to assess the effects of stylet use and operator anthropometric characteristics on applied force. Methods This prospective, manikin-based experimental study enrolled 50 operators (30 experienced, 20 less experienced). Each performed endotracheal intubation ...

13
Perception gaps in anatomical competence: a multi-stakeholder assessment of physical therapy graduate preparedness and clinical capability
2026-03-06 rehabilitation medicine and physical therapy 10.64898/2026.03.06.26347754
Top 10% (0.3%)
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Purpose: Human anatomy remains foundational to clinical practice, yet reduced instructional hours raise concerns about graduate competence and preparedness for patient care. Although trainees often report confidence, supervisors may perceive deficiencies, creating a gap between self-assessment and external evaluation. This study examined stakeholder perspectives on anatomical competence within physical therapy education to identify areas of discordance in perceived capability. Methods: A cross-s...

14
Optimizing the patient care technician role: a qualitative study on recruitment, training, and career pathways
Top 11% (0.3%)
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Background: workforce innovative solutions are warranted to respond to the critical global lack of healthcare professionals and sustain delivery of quality patient care. The Patient Care Technician program was one of the strategies implemented to address this challenge by developing a timely pool of workforce who can take non-complex tasks, alleviating workload on other professionals such as registered nurses. However, since this strategy was recently introduced, its implementation and impact on...

15
Chain of Survival Complexities and Barriers in the Muslim Community
2026-03-06 public and global health 10.64898/2026.03.05.26347762
Top 11% (0.3%)
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Background: Out-of-hospital cardiac arrest (OHCA) survival depends on timely bystander cardiopulmonary resuscitation (CPR) and quick defibrillation via automated external defibrillator (AED). However, access to CPR education and willingness to intervene are not equitably distributed. Within the Muslim community, intersecting religious identity, language, immigration-related concerns, and other social determinants of health may affect CPR/AED education, bystander response, and ultimately OHCA out...

16
"You become free, you can tell her anything": Perceptions of a peer-based medication delivery implementation strategy to improve hypertension medication adherence in western Kenya
2026-03-06 public and global health 10.64898/2026.03.05.26347760
Top 11% (0.3%)
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Background: In low- and middle-income countries, the burden of hypertension is increasing. Medication adherence is a critical component of reducing hypertension-related cardiovascular disease (CVD) risk and death. There are many barriers to hypertension medication adherence, including challenges with access to and possession of medication. To address these challenges, we aim to implement a strategy in rural western Kenya that combines peer delivery of medications and health information technolog...

17
Quadriceps Strength And Knee Abduction Moment During Landing In Adolescent Athletes
2026-03-06 sports medicine 10.64898/2026.03.06.26347192
Top 12% (0.3%)
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Background: Quadriceps weakness may reduce sagittal plane shock absorption during landing, shifting load toward the frontal plane and increasing knee abduction moment (KAM), a biomechanical risk factor for anterior cruciate ligament (ACL) injuries. Purpose: The purpose of this study was to evaluate the association between isokinetic quadriceps strength and peak KAM during drop vertical jump landing in adolescent athletes. Study Design: Secondary analysis of previously collected data. Methods: He...

18
Helmet Use Among E-Bike, Pedal Bike, and E-Scooter Riders in Canberra: A Cross-sectional Survey Study (Phase 4)
2026-03-05 public and global health 10.64898/2026.03.04.26347651
Top 12% (0.3%)
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BackgroundHelmet use is a proven safety measure that reduces the risk of head injury among cyclists and e-scooter riders. Despite legal requirements for pedal bikes and e-bikes in Australia, compliance varies, particularly among users of electric vehicles. The growing popularity of e-bikes and e-scooters in urban areas presents new public health challenges, yet observational data on helmet use, behavioural determinants, and the effectiveness of safety interventions remain limited. AimPhase 4 of...

19
Effectiveness of an automated text message intervention for weight management in postpartum women with overweight or obesity (Supporting MumS (SMS)): a UK wide, multicentre, two arm, parallel group, randomised controlled trial.
2026-03-06 public and global health 10.64898/2026.03.05.26347713
Top 12% (0.3%)
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Objective To test the effectiveness of a postpartum behavioural intervention delivered by automated text messaging in reducing weight. Design Two parallel group, multicentre, randomised controlled trial. Setting Recruitment from five areas across the United Kingdom (Belfast, Bradford, Stirling, London and Cardiff) through healthcare and community pathways, including social media. Participants A diverse sample of 892 women between 6 weeks and 24 months postpartum, aged 18 years or more and with a...

20
3D-DXA Cortical and Trabecular Parameters; Agreement and Precision Between GE Healthcare Prodigy and iDXA Densitometers
2026-03-04 radiology and imaging 10.64898/2026.03.04.26347524
Top 12% (0.3%)
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3D-DXA reconstructs DXA hip scans to 3-dimensional images allowing measurement of trabecular and cortical bone parameters. Given the higher image quality of GE Healthcare iDXA than GE Healthcare Prodigy, it could be hypothesized that the reconstruction might differ, thereby affecting 3D-DXA results. The aim of the study was to assess agreement and precision of 3D-DXA cortical and trabecular femur parameters between Prodigy and iDXA densitometers in adult subjects. The study cohort was composed o...