Evidence map›Paper›PMID 35565101›Full record

ArticleInternational journal of environmental research and public health2022

Modeling the Impact of Climatological Factors and Technological Revolution on Soybean Yield: Evidence from 13-Major Provinces of China.

Huaquan Zhang, Abbas Ali Chandio, Fan Yang, Yashuang Tang, Martinson Ankrah Twumasi, Ghulam Raza Sargani

Abstract 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 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Measuring the Effects of Climate Change on Wheat Production: Evidence from Northern China.International journal of environmental research and public health · 2022
    Article
  6. The Impact of Technological Progress and Climate Change on Food Crop Production: Evidence from Sichuan-China.International journal of environmental research and public health · 2022
    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

6 authors.

Huaquan ZhangCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.
Abbas Ali ChandioCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0001-8706-9681
Fan YangCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.
Yashuang TangCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.
Martinson Ankrah TwumasiCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0001-8703-7102
Ghulam Raza SarganiCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In recent years, the changing climate has become a major global concern, and it poses a higher threat to the agricultural sector around the world. Consequently, this study examines the impact of changing climate and technological progress on soybean yield in the 13 major provinces of China, and considers the role of agricultural credit, farming size, public investment, and power of agricultural machinery from 2000 to 2020. Fully modified ordinary least squares (FMOLS) and dynamic ordinary least squares (DOLS) are applied to assess the long-run effect, while Dumitrescu and Hurlin's (2012) causality test is used to explore the short-run causalities among the studied variables. The results revealed that an increase in the annual mean temperature negatively and significantly affects soybean yield, while precipitation expressively helps augment soybean yield. Furthermore, technological factors such as chemical fertilizers accelerate soybean yield significantly, whereas pesticides negatively influence soybean yield. In addition, farming size, public investment, and power of agricultural machinery contribute remarkably to soybean yield. The causality results endorse that chemical fertilizers, pesticides used, agricultural credit, public investment, and power of agricultural machinery have bidirectional causality links with soybean yield. This study suggests several fruitful policy implications for sustainable soybean production in China.

Indexed as

FertilizersPesticidesAgricultureCarbon DioxideChinaClimate ChangeGlycine maxCarbon DioxideFertilizersPesticidesChinaclimate changesoybean yieldtechnological progress

Identifiers

PMID35565101
PMCPMC9103772

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Registered trials

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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.