Evidence map›Paper›PMID 35106450›Full record

ArticleGates open research2021

Route Optimization Tool (RoOT) for distribution of vaccines and health products.

Zelda B Zabinsky, Mariam Zameer, Larissa P G Petroianu, Mamiza M Muteia, Aida L Coelho

Abstract read
In one paragraph

Article in Gates open research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Zelda B ZabinskyDept. of Industrial & Systems Engineering, University of Washington, Seattle, Seattle, WA, 98195, USA.ORCID https://orcid.org/0000-0003-1838-4981
Mariam ZameerVillageReach, Seattle, WA, USA.ORCID https://orcid.org/0000-0003-2506-0723
Larissa P G PetroianuDept. of Industrial & Systems Engineering, University of Washington, Seattle, Seattle, WA, 98195, USA.ORCID https://orcid.org/0000-0001-8987-7463
Mamiza M MuteiaVillageReach, Maputo, Mozambique.
Aida L CoelhoVillageReach, Maputo, Mozambique.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ensuring the delivery and availability of health products, including temperature-sensitive vaccines, is vital to saving lives in low- and middle-income countries (LMICs).  In many LMICs routes are hand drawn by logisticians and are adjusted based on vehicle availability and product quantities. Easy-to-use real-time supply chain tools are needed to create or adjust routes for available vehicles and road conditions. Having more efficient and optimized distribution is especially critical for COVID-19 vaccine distribution. Route Optimization Tool (RoOT) works best for planning routes for 50 health facilities or less, in two minutes. We develop RoOT using a variant of a Vehicle Routing and Scheduling Algorithm (VeRSA) that is coded in Python but reads and writes Excel files to make data input and using outputs easier. RoOT can be used for routine operations or in emergency situations, such as delivery of new COVID-19 vaccine. The tool has a user-centric design with easy dropdown menus and the ability to optimize on time, risk, or combination of both. RoOT is an open-source tool for optimal routing of health products. It provides optimized routes faster than most commercial software and is tailored to meet the needs of government stakeholders We trained supply chain logisticians in Mozambique on using RoOT, and their feedback validates that RoOT is a practical tool to improve planning and efficient distribution of health products, especially vaccines. We also illustrate how  RoOT can be adapted for an emergency situation by using a test scenario of a cyclone. Currently, RoOT does not allow multi-day routes, and is designed for trips that can be completed within twenty-four hours. Areas for future development include multi-day routing and integration with mapping software to facilitate distance calculations and visualization of routes.

Indexed as

cold chaincomputational modelingCOVID-19direct deliverydistributionhealth productslight-touch toolsmedical suppliesoptimizationoptimizedriskroute optimizationroutingSupply chainsystem designtransit timevaccinesvehicle routing

Identifiers

PMID35106450
PMCPMC8771994

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.