Evidence map›Paper›PMID 33817537›Full record

ArticleGeoHealth2021

Adapting to Changing Labor Productivity as a Result of Intensified Heat Stress in a Changing Climate.

Jinxin Zhu, Shuo Wang, Boen Zhang, Dagang Wang

Abstract read
In one paragraph

Article in GeoHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

4 authors.

Jinxin ZhuSchool of Geography and Planning Sun Yat-Sen University Guangzhou China.ORCID https://orcid.org/0000-0002-3248-7410
Shuo WangDepartment of Land Surveying and Geo-Informatics The Hong Kong Polytechnic University Hong Kong China.ORCID https://orcid.org/0000-0001-7827-187X
Boen ZhangDepartment of Land Surveying and Geo-Informatics The Hong Kong Polytechnic University Hong Kong China.ORCID https://orcid.org/0000-0002-4633-3033
Dagang WangSchool of Geography and Planning Sun Yat-Sen University Guangzhou China.ORCID https://orcid.org/0000-0002-6424-6398

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The intensification of heat stress reduces the labor capacity and hence poses a threat to socio-economic development. The reliable projection of the changing climate and the development of sound adaptation strategies are thus desired for adapting to the decreasing labor productivity under climate change. In this study, an optimization modeling approach coupled with dynamical downscaling is proposed to design the optimal adaptation strategies for improving labor productivity under heat stress in China. The future changes in heat stress represented by the wet-bulb globe temperature (WBGT) are projected with a spatial resolution of 25 × 25 km by a regional climate model (RCM) through the dynamical downscaling of its driving global climate model (GCM). Uncertain information such as system costs, environmental costs, and subsidies are also incorporated into the optimization process to provide reliable decision alternatives for improving labor productivity. Results indicate that the intensification of WBGT is overestimated by the GCM compared to the RCM. Such an overestimation can lead to more losses in working hours derived from the GCM than those from the RCM regardless of climate scenarios. Nevertheless, the overestimated heat stress does not alter the regional measures taken to adapt to decreasing labor productivity. Compared to inland regions, the monsoon-affected regions tend to improve labor productivity by applying air conditioning rather than working overtime due to the cost differences. Consequently, decision-makers need to optimally make a balance between working overtime and air conditioning measures to meet sustainable development goals.

Indexed as

adaptationdynamical downscalingheat stressinterval programming modellabor productivityuncertainty

Identifiers

PMID33817537
PMCPMC8011619

What OpenQuestion holds

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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.