Journal Medical Informatics Technology
Volume 4 No. 3, September 2026

Beyond Drug Efficacy: Diagnostic Informatics as a Hidden Driver of Therapeutic Value in Multidrug-Resistant Tuberculosis

Muhammad Rifqo Hafidzudin Farid (Universitas Gadjah Mada)
Abdul Fattah Farid (Universitas Airlangga)



Article Info

Publish Date
30 Sep 2026

Abstract

This conceptual review examines whether published cost-effectiveness models of bedaquiline and delamanid account for diagnostic and pretreatment delays in multidrug-resistant/rifampicin-resistant tuberculosis (MDR/RR-TB). Evidence was retrieved through targeted searches of an AI-assisted medical evidence platform indexing Springer Nature, Wiley, NEJM Group, and JAMA Network. Searches covered five domains: diagnostic delays in Bandung’s MDR/RR-TB care cascade; clinical and epidemiological consequences; the structure of six bedaquiline/delamanid cost-effectiveness models; evidence for diagnostic and informatics interventions; and precedents for incorporating delays into economic models. Thirty-two unique studies were included. A four-year Bandung cascade analysis found that fewer than one in ten estimated MDR/RR-TB cases were diagnosed; this finding is specific to that study and is not a national estimate. Evidence from comparable high-burden settings links delays to greater disease severity, poorer treatment outcomes, and prolonged infectiousness. None of the six identified drug cost-effectiveness models formally parameterized diagnostic delay or diagnostic informatics performance. Their simulated horizons began at treatment initiation, while sensitivity analyses emphasized drug prices, outcome probabilities, and adverse-event costs. However, discrete-event simulation and related approaches have incorporated treatment waiting times into economic models in oncology and bloodstream infections. This review does not develop or validate a new economic model. It proposes a conceptual framework positioning diagnostic informatics as a determinant of therapeutic value in MDR/RR-TB. The framework aims to guide empirical research incorporating locally observed delay distributions into cost-effectiveness models for Indonesia and other high-burden settings.

Copyrights © 2026






Journal Info

Abbrev

medinftech

Publisher

Subject

Computer Science & IT Dentistry Engineering Medicine & Pharmacology Public Health

Description

Journal Medical Informatics Technology publishes papers on innovative applications, development of new technologies and efficient solutions in Health Professions, Medicine, Neuroscience, Nursing, Dentistry, Immunology, Pharmacology, Toxicology, Psychology, Pharmaceutics, Medical Records, Disease ...