Monitoring viral load for the last mile: what will it cost?
cost modelling
geospatial modelling
health systems
patient monitoring
viral load
viral load scale-up
Journal
Journal of the International AIDS Society
ISSN: 1758-2652
Titre abrégé: J Int AIDS Soc
Pays: Switzerland
ID NLM: 101478566
Informations de publication
Date de publication:
09 2019
09 2019
Historique:
received:
25
10
2018
accepted:
05
06
2019
entrez:
14
9
2019
pubmed:
14
9
2019
medline:
14
7
2020
Statut:
ppublish
Résumé
Routine viral load testing is the WHO-recommended method for monitoring HIV-infected patients on ART, and many countries are rapidly scaling up testing capacity at centralized laboratories. Providing testing access to the most remote populations and facilities (the "last mile") is especially challenging. Using a geospatial optimization model, we estimated the incremental costs of accessing the most remote 20% of patients in Zambia by expanding the transportation network required to bring blood samples from ART clinics to centralized laboratories and return results to clinics. The model first optimized a sample transportation network (STN) that can transport 80% of anticipated sample volumes to centralized viral load testing laboratories on a daily or weekly basis, in line with Zambia's 2020 targets. Data incorporated into the model included the location and infrastructure of all health facilities providing ART, location of laboratories, measured distances and drive times between the two, expected future viral load demand by health facility, and local cost estimates. We then continued to expand the modelled STN in 5% increments until 100% of all samples could be collected. The cost per viral load test when reaching 80% patient volumes using centralized viral load testing was a median of $18.99. With an expanded STN, the incremental cost per test rose to $20.29 for 80% to 85% and $20.52 for 85% to 90%. Above 90% coverage, the incremental cost per test increased substantially to $31.57 for 90% to 95% and $51.95 for 95% to 100%. The high numbers of kilometres driven per sample transported and large number of vehicles needed increase costs dramatically for reaching the clinics that serve the last 5% of patients. Providing sample transport services to the most remote clinics in low- and middle-income countries is likely to be cost-prohibitive. Other strategies are needed to reduce the cost and increase the feasibility of making viral load monitoring available to the last 10% of patients. The cost of alternative methods, such as optimal point-of-care viral load equipment placement and usage, dried blood/plasma spot specimen utilization, or use of drones in geographically remote facilities, should be evaluated.
Identifiants
pubmed: 31515967
doi: 10.1002/jia2.25337
pmc: PMC6742838
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
e25337Informations de copyright
© 2019 The Authors. Journal of the International AIDS Society published by John Wiley & Sons Ltd on behalf of the International AIDS Society.
Références
AIDS. 2011 Sep 10;25(14):1753-60
pubmed: 21412127
MMWR Morb Mortal Wkly Rep. 2016 Dec 02;65(47):1332-1335
pubmed: 27906910
AIDS. 2008 Jul;22 Suppl 1:S23-33
pubmed: 18664950
Clin Infect Dis. 2020 Mar 3;70(6):1014-1020
pubmed: 31321438
J Int AIDS Soc. 2019 Sep;22(9):e25337
pubmed: 31515967
AIDS. 2017 Apr;31 Suppl 1:S5-S11
pubmed: 28296796
Bull World Health Organ. 2005 Oct;83(10):747-55
pubmed: 16283051
AIDS. 2017 Jul 17;31(11):1611-1619
pubmed: 28463879
J Int AIDS Soc. 2018 Dec;21(12):e25206
pubmed: 30515997
Sex Transm Dis. 2006 Oct;33(10 Suppl):S153-66
pubmed: 17003680
BMC Health Serv Res. 2018 Mar 22;18(1):197
pubmed: 29566692
Waste Manag Res. 2016 Jul;34(7):666-76
pubmed: 27207771