Evidence map›Paper›PMID 36361156›Full record

ArticleInternational journal of environmental research and public health2022

The Effect of Technical Training Provided by Agricultural Cooperatives on Farmers' Adoption of Organic Fertilizers in China: Based on the Mediation Role of Ability and Perception.

Yuying Liu, Kaiyao Shi, Ziqi Liu, Ling Qiu, Yan Wang, Hao Liu, Xinhong Fu

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Yuying LiuCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0003-1368-4889
Kaiyao ShiCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.
Ziqi LiuCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.
Ling QiuCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.
Yan WangCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.
Hao LiuCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.
Xinhong FuCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Organic fertilizers can be crucial in promoting sustainable agricultural development, but they are not used in a wide-ranging way among smallholder farmers in many developing countries. In China, cooperatives are considered essential subjects of agricultural technical training, but it is more common to join cooperatives without participating in their technical training. Thus, joining cooperatives or not cannot simply be used to assess the role of cooperatives in influencing the farmers' production behavior. Based on survey data of 1160 citrus farmers in Sichuan Province, China, this study estimated the effect of the technical training provided by agricultural cooperatives on farmers' adoption of organic fertilizers, taking into account the farmers' ability and perception as the mediation variables. The findings showed that participating in the technical training provided by agricultural cooperatives could significantly enhance the likelihood that farmers will adopt organic fertilizers. The impact was 81.6% in influencing the farmer's abilities and 7.64% in their perceptions of organic fertilizers. Furthermore, other variables, such as farm sizes, land transfers, and education levels, also make a difference in the effectiveness of the agricultural cooperatives' technical training. This study provides support for developing pertinent policies to promote the complete adoption of agricultural cooperatives' technical training functions and the widespread use of organic fertilizers.

Indexed as

FarmersFertilizersAgricultureChinaHumansPerceptionSurveys and QuestionnairesFertilizersabilityadoptionagricultural cooperativesChinacitrus plantingmediation effectorganic fertilizersperceptiontechnical training

Identifiers

PMID36361156
PMCPMC9654095

What OpenQuestion holds

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LicenceCC BY
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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.