Evidence map›Paper›PMID 36846666›Full record

ArticleHeliyon2023

The coordinated impacts of agricultural insurance and digital financial inclusion on agricultural output: Evidence from China.

Chaofan An, Xiaoxia He, Lin Zhang

Abstract read
In one paragraph

Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Chaofan AnSchool of Insurance, Central University of Finance and Economics, Beijing 100081, China.
Xiaoxia HeSchool of Business, Yuxi Normal University, Yuxi 653100, China.
Lin ZhangSchool of Law, Yuxi Normal University, Yuxi 653100, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The coordinated development of agricultural insurance and digital financial inclusion is crucial to agricultural production, previous research on the subject is unclear. Based on the data of some provinces in China from 2011 to 2019, the entropy method is used in this paper to construct indexes measuring the development of agricultural insurance and digital financial inclusion. Their coupling coordination index is calculated, and the basic characteristics of the coupling coordination degree are analyzed. The influence of the coupling coordination degree of agricultural insurance and digital financial inclusion on agricultural output is empirically analyzed by constructing a regression model. The results show that the coupling coordination degree of agricultural insurance and digital financial inclusion significantly improves farmers' agricultural output, and the promotion effect is more prominent in eastern China and mountainous areas. And the threshold effect analysis show that there is a nonlinear relationship between the coupling coordination degree of agricultural insurance and digital financial inclusion on agricultural output. The conclusion of this paper provides a theoretical basis and empirical evidence for the coordinated development of rural financial system and agricultural construction.

Indexed as

Agricultural insuranceCoupling coordination degreeDigital financial inclusionThreshold effect

Identifiers

PMID36846666
PMCPMC9946858

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.