Evidence map›Paper›PMID 37771964›Full record

ArticleRoyal Society open science2023

Maker communities and the COVID-19 pandemic: a longitudinal analysis of Thingiverse's response to supply shortages.

H Felton, O Schiffmann, M Goudswaard, J Gopsill, C Snider, R Real, A McClenaghan, B Hicks

Abstract read
In one paragraph

Article in Royal Society open science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

H FeltonDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.ORCID 0000-0002-9972-6826
O SchiffmannDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.ORCID 0000-0002-7103-190X
M GoudswaardDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.ORCID 0000-0002-7413-8323
J GopsillDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.ORCID 0000-0003-2125-0466
C SniderDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.ORCID 0000-0003-2692-110X
R RealDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.
A McClenaghanDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.ORCID 0000-0002-3408-7517
B HicksDesign Manufacturing Futures Laboratory, Department of Mechanical Engineering, University of Bristol, Bristol BS8 1TR, UK.ORCID 0000-0001-8294-4694

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic profoundly affected various aspects of daily life, particularly the supply and demand of essential goods, resulting in critical shortages. This included personal protective equipment for medical professionals and the general public. To address these shortages, online 'maker communities' emerged, aiming to develop and locally manufacture critical products. While some organized efforts existed, the majority of initiatives originated from individuals and groups on platforms like Thingiverse. This paper presents a longitudinal analysis of Thingiverse, one of the largest maker community websites, to examine the pandemic's effects. Our findings reveal a surge in community output during the initial lockdown periods in major contributing nations (primarily those in the Western Hemisphere), followed by a subsequent decline. Additionally, throughout 2020, pandemic-related products dominated uploads and interactions during this period. Based on these observations, we propose recommendations to expedite the community's ability to support local, national and international responses to future disasters.

Indexed as

COVID-19data analysisthree-dimensional printing

Identifiers

PMID37771964
PMCPMC10523067

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.