Evidence map›Paper›PMID 30850982›Full record

ArticleEnvironmental science and pollution research international2019

Who cares what parents think or do? Observational learning and experience-based learning through communication in rice farmers' willingness to adopt sustainable agricultural technologies in Hubei Province, China.

Yangmei Zeng, Junbiao Zhang, Ke He, Linlin Cheng

Abstract read
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In one paragraph

Article in Environmental science and pollution research international, 2019. 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

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

6 citing papers in PubMed.

  1. Article
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  6. The power of habit: does production experience lead to pesticide overuse?Environmental science and pollution research international · 2020
    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

4 authors.

Yangmei ZengCollege of Economics & Management, Huazhong Agricultural University, Wuhan, 430070, Hubei, China.
Junbiao ZhangCollege of Economics & Management, Huazhong Agricultural University, Wuhan, 430070, Hubei, China. zhangjb513@126.com.
Ke HeCollege of Economics & Management, Huazhong Agricultural University, Wuhan, 430070, Hubei, China. hekework@gmail.com.
Linlin ChengCollege of Economics & Management, Huazhong Agricultural University, Wuhan, 430070, Hubei, China.

Funding

Key Program of Philosophy and Social Sciences Research 15JZD014Ministry of Education Humanities and Social Sciences Youth Fund 18YJC790184National Natural Science Foundation of China 71703051/71333006
6 · The paper itself

Abstract

Sustainable agricultural technologies are of great significance in fully utilizing agricultural resources and promoting agricultural production. However, the adoption rates of these technologies are often characterized as low in rural areas in China. To figure out the potential salient determinants of rice farmers' willingness to adopt sustainable agricultural technologies, this paper, by employing the multivariate probit model and ordered probit model, particularly and firstly explores the roles of observational learning and experience-based learning through communication from parents within the household on rice farmers' willingness to adopt these technologies. Results show that there are strong complementarities and substitutabilities between sustainable agricultural technologies that rice farmers are willing to adopt, and that observational learning and experience-based learning through communication within the household do have pronounced effects on rice farmers' willingness to adopt some sustainable agricultural technologies and on their intensive use intentions. Therefore, while formulating policies to improve the adoption rates and adoption intensity of these technologies, relevant government agencies should take the complementarities and substitutabilities between sustainable agricultural technologies as well as observational learning and experience-based learning through communication from parents into consideration.

Indexed as

Sustainable DevelopmentAgricultureChinaCommunicationFarmersHumansIntentionLearningOryzaSurveys and QuestionnairesTechnologyExperience-based learning through communicationObservational learningRice farmersWillingness to adopt. Sustainable agricultural technologies

Identifiers

What OpenQuestion holds

Textmetadata
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.