Evidence map›Paper›PMID 34299889›Full record

ArticleInternational journal of environmental research and public health2021

Using Mobile Phone Data to Estimate the Relationship between Population Flow and Influenza Infection Pathways.

Qiushi Chen, Michiko Tsubaki, Yasuhiro Minami, Kazutoshi Fujibayashi, Tetsuro Yumoto, Junzo Kamei, Yuka Yamada, Hidenori Kominato, Hideki Oono, Toshio Naito

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.5field-weighted citation impact, top 36% of its field
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

2 citing papers in PubMed, 3 citations in OpenAlex.

  1. Human mobility and the infectious disease transmission: A systematic review.Geo-spatial information science = Diqui kongjian xinxi kexue xuebao · 2024
    Article
  2. 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

10 authors at 3 institutions in 1 country.

Qiushi ChenGraduate School of Informatics and Engineering, The University of Electro-Communications, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.
Michiko TsubakiGraduate School of Informatics and Engineering, The University of Electro-Communications, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.
Yasuhiro MinamiGraduate School of Informatics and Engineering, The University of Electro-Communications, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.
Kazutoshi FujibayashiDepartment of General Medicine, Juntendo University Faculty of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8421, Japan.
Tetsuro YumotoDivision of Pharmacy Professional Development and Research, Hoshi University, 2-4-41 Ebara, Shinagawa-Ku, Tokyo 142-8501, Japan.
Junzo KameiDivision of Pharmacy Professional Development and Research, Hoshi University, 2-4-41 Ebara, Shinagawa-Ku, Tokyo 142-8501, Japan.
Yuka YamadaI&H Corporation, 1-18, Oomasu, Ashiya, Hyogo 659-0066, Japan.
Hidenori KominatoI&H Corporation, 1-18, Oomasu, Ashiya, Hyogo 659-0066, Japan.
Hideki OonoI&H Corporation, 1-18, Oomasu, Ashiya, Hyogo 659-0066, Japan.
Toshio NaitoDepartment of General Medicine, Juntendo University Faculty of Medicine, 3-1-3 Hongo, Bunkyo-Ku, Tokyo 113-8421, Japan.ORCID 0000-0003-1646-9930
University of Electro-Communications · JPHoshi University · JPJuntendo University · JP

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to analyze population flow using global positioning system (GPS) location data and evaluate influenza infection pathways by determining the relationship between population flow and the number of drugs sold at pharmacies. Neural collective graphical models (NCGMs; Iwata and Shimizu 2019) were applied for 25 cell areas, each measuring 10 × 10 km

Indexed as

Cell PhoneInfluenza, HumanGeographic Information SystemsHumansPhysical PhenomenaTransportationcomputerdisease outbreaksgeographic information systemshuman/epidemiologyinfluenzamachine learningneural networks

Identifiers

PMID34299889
PMCPMC8303742
OpenAlexW3182938305

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.