Beyond accuracy: facial emotion perception bias in people with HIV in Uganda.

Innovative private pharmacy distribution channels represent novel and alternative methods of delivering medicines to enhance accessibility, affordability, and quality. These channels leverage technology to optimize the supply chain and increase efficiency and transparency. Examples include mHealth solutions for direct medicine delivery, e-commerce platforms connecting pharmacies and manufacturers to consumers, and last-mile delivery services using drones. Innovations extend beyond delivery technology to include inventory management systems, franchise partnerships, and medicine authentication systems at the pharmacy retail level, aiming to reduce costs and improve availability. Other innovative approaches include social enterprise pharmacies that reinvest profits to enhance health care infrastructure and services in underserved communities and community-based pharmacies employing local health care workers to provide patient education and counseling. These initiatives operate in various countries, including Ghana, Kenya, Nigeria, and Zambia. The pharmaceutical sector in Zambia faces significant structural and operational challenges that fundamentally impact medicine access and quality. The country’s pharmaceutical market operates with severely limited domestic manufacturing capacity, producing less than 10% of domestic demand. This limitation has led to substantial reliance on pharmaceutical imports, with over 90% of essential medicines sourced from international markets. Distribution networks have evolved into complex systems with multiple intermediaries, creating additional challenges in medicine delivery and quality assurance. Rural areas face particularly acute challenges in last-mile delivery while resource constraints throughout the system hamper effective regulatory oversight and quality control. These intersecting challenges have created an environment where innovative solutions are increasingly necessary to ensure reliable access to quality-assured medicines. In the Zambian context, several companies have emerged as pioneers in innovative pharmaceutical distribution. Organizations including mPharma, VIA Global Health, Right ePharmacy, and HnG Online Pharmacy have implemented various technological solutions to address distribution challenges, such as bespoke inventory management software, vendor-managed inventory services, direct-to-consumer distribution systems, telemedicine platforms, and product authentication services. For example, mPharma manages multiple pharmaceutical inventories in Lusaka through a franchise mechanism, while Right ePharmacy has established parcel collection units and positioned itself as a potential provider for centralized medicine distribution systems.