Evidence map›Paper›PMID 35329332›Full record

ArticleInternational journal of environmental research and public health2022

Brain Drain out of the Blue: Pollution-Induced Migration in Vietnam.

Quy Van Khuc, Minh-Hoang Nguyen, Tam-Tri Le, Truc-Le Nguyen, Thuy Nguyen, Hoang Khac Lich, Quan-Hoang Vuong

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
7.7field-weighted citation impact, top 1% 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

3 citing papers in PubMed, 72 citations in OpenAlex.

  1. Article
  2. Article
  3. 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

7 authors at 3 institutions in 1 country.

Quy Van KhucCenter for Economic Development Studies and Faculty of Political Economy, VNU University of Economics and Business, Vietnam National University, Hanoi 100000, Vietnam.ORCID 0000-0001-9516-2413
Minh-Hoang NguyenCentre for Interdisciplinary Social Research, Phenikaa University, Yen Nghia Ward, Ha Dong District, Hanoi 100803, Vietnam.ORCID 0000-0002-7520-3844
Tam-Tri LeCentre for Interdisciplinary Social Research, Phenikaa University, Yen Nghia Ward, Ha Dong District, Hanoi 100803, Vietnam.ORCID 0000-0003-3384-4827
Truc-Le NguyenCenter for Economic Development Studies and Faculty of Political Economy, VNU University of Economics and Business, Vietnam National University, Hanoi 100000, Vietnam.
Thuy NguyenVietkaplab, Hanoi 100000, Vietnam.
Hoang Khac LichPersonnel Department, University of Economics and Business, Vietnam National University, Hanoi 100000, Vietnam.
Quan-Hoang VuongCentre for Interdisciplinary Social Research, Phenikaa University, Yen Nghia Ward, Ha Dong District, Hanoi 100803, Vietnam.ORCID 0000-0003-0790-1576
National Economics University · VNPhenikaa University · VNVietnam National University, Hanoi · VN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Air pollution is a major problem that severely affects the health of inhabitants in developing countries' urban areas. To deal with the problem, they may consider migration to another place as an option, which can result in the loss of skillful and talented workforces. This situation is called the brain drain phenomenon. The current study employed the Bayesian mindsponge framework (BMF) on the responses of 475 urban inhabitants in Hanoi, Vietnam-one of the most polluted capital cities in the world-to examine the risk of losing talented workforces due to air pollution. Our results show that people with higher educational levels are more likely to have intentions to migrate both domestically and internationally due to air pollution. Regarding the domestic migration intention, younger people and males have a higher probability of migrating than their counterparts. Age and gender also moderate the association between educational level and international migration intention, but their reliability needs further justification. Based on these findings, we suggest that environmental stressors caused by air pollution can influence citizen displacement intention on a large scale through the personal psychological mechanism of cost-benefit judgment. Due to the risk of air pollution on human resources, building an eco-surplus culture is crucial for enhancing environmental and socio-economic resilience.

Indexed as

Air PollutantsAir PollutionBayes TheoremCitiesFemaleHumansMaleReproducibility of ResultsVietnamAir Pollutantsair pollutionBayesian mindsponge framework (BMF)brain drainemigration

Identifiers

PMID35329332
PMCPMC8955657
OpenAlexW4220900537

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.