Evidence map›Paper›PMID 32742052›Full record

ArticleCrop protection (Guildford, Surrey)2020

Modeling Commodity Flow in the Context of Invasive Species Spread: Study of

S Venkatramanan, S Wu, B Shi, A Marathe, M Marathe, S Eubank, L P Sah, A P Giri, L A Colavito, K S Nitin and 5 more

Abstract read
In one paragraph

Article in Crop protection (Guildford, Surrey), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. TransformingInsects · 2025
    Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
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

15 authors.

S VenkatramananBiocomplexity Institute & Initiative, University of Virginia.
S WuDepartment of Computer Science, Virginia Tech.
B ShiDepartment of Economics, Virginia Tech.
A MaratheBiocomplexity Institute & Initiative, University of Virginia.
M MaratheBiocomplexity Institute & Initiative, University of Virginia.
S EubankBiocomplexity Institute & Initiative, University of Virginia.
L P SahFeed the Future Integrated Pest Management Innovation Lab.
A P GiriFeed the Future Integrated Pest Management Innovation Lab.
L A ColavitoFeed the Future Integrated Pest Management Innovation Lab.
K S NitinIndian Institute of Horticultural Research.
V SridharIndian Institute of Horticultural Research.
R AsokanIndian Institute of Horticultural Research.
R MuniappanFeed the Future Integrated Pest Management Innovation Lab.
G NortonDepartment of Agriculture and Applied Economics, Virginia Tech.
A AdigaBiocomplexity Institute & Initiative, University of Virginia.

Funding

Systems Analysis of Social Pathways of Epidemics to Reduce Health DisparitiesR01GM109718 · NIGMS · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI MARATHE, ACHLA, VULLIKANTI, ANIL · 2014 to 2022
$3.6M
NIGMS NIH HHS R01 GM109718
6 · The paper itself

Abstract

Trade and transport of goods is widely accepted as a primary pathway for the introduction and dispersal of invasive species. However, understanding commodity flows remains a challenge owing to its complex nature, unavailability of quality data, and lack of systematic modeling methods. A robust network-based approach is proposed to model seasonal flow of agricultural produce and examine its role in pest spread. It is applied to study the spread of

Identifiers

PMID32742052
PMCPMC7394466

What OpenQuestion holds

Textmetadata
LicenceTDM
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.