Evidence map›Paper›PMID 28439544›Full record

ArticleScience advances2017

Quantifying the negative impact of brain drain on the integration of European science.

Omar A Doria Arrieta, Fabio Pammolli, Alexander M Petersen

Abstract read
In one paragraph

Article in Science advances, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. The impact of US-China tensions on US science: Evidence from the NIH investigations.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  3. Multiscale impact of researcher mobility.Journal of the Royal Society, Interface · 2018
    Article
  4. Science of science.Science (New York, N.Y.) · 2018
    Review
  5. 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

3 authors.

Omar A Doria ArrietaLaboratory for the Analysis of Complex Economic Systems, Institutions Markets Technologies (IMT) Lucca School for Advanced Studies, Lucca 55100, Italy.
Fabio PammolliLaboratory for the Analysis of Complex Economic Systems, Institutions Markets Technologies (IMT) Lucca School for Advanced Studies, Lucca 55100, Italy.
Alexander M PetersenErnest and Julio Gallo Management Program, School of Engineering, University of California, Merced, Merced, CA 95343, USA.ORCID 0000-0002-0955-3483

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The 2004/2007 European Union (EU) enlargement by 12 member states offers a unique opportunity to quantify the impact of EU efforts to expand and integrate the scientific competitiveness of the European Research Area (ERA). We apply two causal estimation schemes to cross-border collaboration data extracted from millions of academic publications from 1996 to 2012, which are disaggregated across 14 subject areas and 32 European countries. Our results illustrate the unintended consequences following the 2004/2007 enlargement, namely, its negative impact on cross-border collaboration in science. First, we use the synthetic control method to show that levels of European cross-border collaboration would have been higher without EU enlargement, despite the 2004/2007 EU entrants gaining access to EU resources incentivizing cross-border integration. Second, we implement a difference-in-difference panel regression, incorporating official intra-European high-skilled mobility statistics, to identify migration imbalance-principally from entrant to incumbent EU member states-as a major factor underlying the divergence in cross-border integration between Western and Eastern Europe. These results challenge central tenets underlying ERA integration policies that unifying labor markets will increase the international competitiveness of the ERA, thereby calling attention to the need for effective home-return incentives and policies.

Indexed as

European UnionResearchSocial MobilityHumansBrain drainCross-border collaborationdivergenceenlargementEuropescience of scienceScience policysynthetic control method

Identifiers

PMID28439544
PMCPMC5389781

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.