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Currently submitted to: JMIR Preprints

Date Submitted: May 15, 2026
Open Peer Review Period: May 15, 2026 - Apr 30, 2027
(currently open for review)

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Beyond the Mannequin: Decentralizing Medical Simulation for Global Health Equity

  • Khalid Ahmed

ABSTRACT

Background:

High-fidelity medical simulation is currently synonymous with expensive, hardware-intensive robotic mannequins. This paradigm creates a “hardware trap,” where quality clinical training is restricted to wealthy urban centers, leaving rural and low-resource settings—particularly in the Global South—behind.

Objective:

This viewpoint proposes a shift from hardware-centric simulation to “Lightweight Simulation” (LWS) powered by web-based technologies such as JavaScript and Progressive Web Apps (PWAs). It argues that prioritizing cognitive fidelity over physical realism is essential for democratizing medical education globally.

Methods:

Economic, logistical, and educational barriers associated with conventional simulation models were analyzed alongside evidence from digital health education literature. A policy-oriented framework for decentralized simulation was developed based on curricular integration, reimbursement strategies, and open-source implementation principles.

Results:

Lightweight, browser-based simulations substantially reduce infrastructure dependency and cost per learner-hour while enabling asynchronous, offline-capable training on low-cost mobile devices. Existing evidence suggests that screen-based simulations and virtual patient systems can effectively support diagnostic reasoning and clinical decision-making competencies comparable to traditional methods. Integrating these systems into digital health ecosystems additionally creates opportunities for scalable patient education and remote competency development.

Conclusions:

Achieving global health equity requires decoupling clinical competency from expensive physical simulation infrastructure. Decentralized, software-driven simulation models represent not merely a technological innovation but a structural strategy for expanding equitable access to medical training. By prioritizing accessibility, cognitive fidelity, and interoperability, lightweight simulation platforms may enable scalable competency-based education in underserved settings worldwide.


 Citation

Please cite as:

Ahmed K

Beyond the Mannequin: Decentralizing Medical Simulation for Global Health Equity

JMIR Preprints. 15/05/2026:101476

DOI: 10.2196/preprints.101476

URL: https://preprints.jmir.org/preprint/101476

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