MétaCan
← all works

Costs and cost-effectiveness of a comprehensive tuberculosis case finding strategy in Zambia

2021· article· en· 30 citations· W3196962123 on OpenAlex· 10.1371/journal.pone.0256531

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

The three-model screen

all 1,000 screened works →

All three models called this out of scope.

stratum: fund_new · design weight: 1678.90 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Cost-effectiveness analysis of a tuberculosis active case finding program in Zambia; a health-program evaluation.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

It evaluates tuberculosis case-finding cost-effectiveness, not research itself.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Cost-effectiveness of TB active case finding in Zambia; public health intervention evaluation.

Abstract

INTRODUCTION: Active-case finding (ACF) programs have an important role in addressing case detection gaps and halting tuberculosis (TB) transmission. Evidence is limited on the cost-effectiveness of ACF interventions, particularly on how their value is impacted by different operational, epidemiological and patient care-seeking patterns. METHODS: We evaluated the costs and cost-effectiveness of a combined facility and community-based ACF intervention in Zambia that utilized mobile chest X-ray with computer-aided reading/interpretation software and laboratory-based Xpert MTB/RIF testing. Programmatic costs (in 2018 US dollars) were assessed from the health system perspective using prospectively collected cost and operational data. Cost-effectiveness of the ACF intervention was assessed as the incremental cost per TB death averted over a five-year time horizon using a multi-stage Markov state-transition model reflecting patient symptom-associated care-seeking and TB care under ACF compared to passive care. RESULTS: Over 18 months of field operations, the ACF intervention costed $435 to diagnose and initiate treatment for one person with TB. After accounting for patient symptom-associated care-seeking patterns in Zambia, we estimate that this one-time ACF intervention would incrementally diagnose 407 (7,207 versus 6,800) TB patients and avert 502 (611 versus 1,113) TB-associated deaths compared to the status quo (passive case finding), at an incremental cost of $2,284 per death averted over the next five-year period. HIV/TB mortality rate, patient symptom-associated care-seeking probabilities in the absence of ACF, and the costs of ACF patient screening were key drivers of cost-effectiveness. CONCLUSIONS: A one-time comprehensive ACF intervention simultaneously operating in public health clinics and corresponding catchment communities can have important medium-term impact on case-finding and be cost-effective in Zambia. The value of such interventions increases if targeted to populations with high HIV/TB mortality, substantial barriers (both behavioral and physical) to care-seeking exist, and when ACF interventions can optimize screening by achieving operational efficiency.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
PLoS ONE
Topic
Tuberculosis Research and Epidemiology
Field
Medicine
Canadian institutions
Funders
Global Affairs CanadaKorea Health Industry Development InstituteBill and Melinda Gates Foundation
Keywords
MedicinePsychological interventionTuberculosisCost effectivenessIntervention (counseling)Cost-effectiveness analysisEmergency medicineCost–benefit analysisMortality rateCost databaseHealth careIntensive care medicineEnvironmental healthMedical emergencyFamily medicineNursingSurgeryRisk analysis (engineering)Pathology
Has abstract in OpenAlex
yes