Evidence map›Paper›PMID 32979179›Full record

ArticleEnvironmental science and pollution research international2021

Does Internet use reduce chemical fertilizer use? Evidence from rural households in China.

Fang Yuan, Kai Tang, Qinghua Shi

Abstract read
PubMed Publisher
In one paragraph

Article in Environmental science and pollution research international, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Land Fragmentation, Technology Adoption and Chemical Fertilizer Application: Evidence from China.International journal of environmental research and public health · 2022
    Article
  6. Article
  7. Improved economic and environmental outcomes from targeted fertilizer policy.Environmental science and pollution research international · 2022
    Article
  8. Article
  9. Article
  10. The dynamics and drivers of environmental performance in Chinese cities: a decomposition analysis.Environmental science and pollution research international · 2021
    Article
  11. Abatement potential and cost of agricultural greenhouse gases in Australian dryland farming system.Environmental science and pollution research international · 2021
    Article
  12. The effectiveness and heterogeneity of carbon emissions trading scheme in China.Environmental science and pollution research international · 2021
    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

3 authors.

Fang YuanSchool of Business & Leadership Empowerment and Organization Development Research Center, Guangdong University of Foreign Studies, Guangzhou, 510006, China.
Kai TangSchool of Economics and Trade, Guangdong University of Foreign Studies, Guangzhou, 510006, China. francistang1988@hotmail.com.ORCID http://orcid.org/0000-0002-4878-0187
Qinghua ShiAntai College of Economics and Management, Shanghai Jiaotong University, Shanghai, 200030, China.

Funding

Guangdong Basic and Applied Basic Research Foundation 2019A1515010884Humanities and Social Science Fund of Ministry of Education of China 20YJCZH144National Natural Science Foundation of China 71803032Natural Science Foundation of Guangdong Province 2018A030310025Natural Science Foundation of Guangdong Province 2018A030313490Pearl River Talents Plan of Guangdong Province 20170133
6 · The paper itself

Abstract

Although numerous studies have explored various impacts of Internet use, few have investigated the linkage between Internet use and chemical fertilizer use in developing economies. This study examines the influences of Internet use and related promotion policy on chemical fertilizer use based on a nationwide dataset including China's 7766 rural households. The baseline regression results show that Internet use reduced chemical fertilizer use significantly. The mechanism analysis unveils the mediation role of human capital; Internet use increased farmers' human capital and then reduced chemical fertilizer use. In addition, the difference-in-difference method is employed to examine the effects of Internet promotion policy and the findings reveal that the promotion policy could help reduce farmers' use of chemical fertilizer. Finally, both propensity score matching-DID model and a two-stage instrumental variable model are used to address potential endogeneity issues associated with Internet use, and results indicate that the empirical results are robust. Our findings suggest that improving the availability of broadband access in a rural area, promoting Internet-related training and education, and more government's investment in rural ICTs infrastructure can contribute to the reduction of chemical fertilizer use.

Indexed as

AgricultureFertilizersChinaFarmersHumansInternet UseFertilizersChemical fertilizer use reductionChinaDIDHuman capitalInternet usePSM-DID

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.