Evidence map›Paper›PMID 42225729›Full record

ArticleScientific reports2026

Adoption of circular agricultural practices among small-scale farmers.

Likun Ma, Khadijeh Bazrafkan, Hassan Alipour, Pouria Ataei, Hamid Karimi, Hajar Zarei, Loke Kok Foong

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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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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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Likun MaCollege of Finance and Economics, Qingdao Binhai University, Qingdao, Shandong, China.
Khadijeh BazrafkanAgricultural Research, Education and Extension Organization (AREEO), Tehran, Iran. khbazrafkan@yahoo.com.
Hassan AlipourAgricultural Research, Education and Extension Organization (AREEO), Tehran, Iran. h.alipour@areeo.ac.ir.
Pouria AtaeiDepartment of Socio-Economic and Agricultural Extension Research, Fars Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education & Extension Organization (AREEO), Shiraz, Iran.
Hamid KarimiDepartment of Agricultural Extension and Education, Faculty of Agriculture, University of Zabol, Zabol, Iran.
Hajar ZareiDepartment of Agricultural Extension and Education, College of Agricultural Economics and Development, University of Tehran, Karaj, Iran.
Loke Kok FoongInstitute of Research and Development, Duy Tan University, Da Nang, Viet Nam, Duy Tan University, Da Nang, Vietnam.

Funding

Qingdao Binhai University Research and Innovation Team Program (TDR202505) Doctor Foundation of Qingdao Binhai University (No. BCS2025004)
6 · The paper itself

Abstract

The development of Circular Systems (CoS) is essential for enhancing the sustainability of agricultural systems and strengthening farm resilience. The linear model of 'take-make-dispose' has a significant impact on both agriculture and the environment. In particular, water scarcity and soil degradation are common challenges facing small-scale farmers located in regions like Fars, Iran. The socio-psychological factors influencing the adoption of circular agricultural practices (CAPs) by small-scale farmers in the Fars Province of Iran are studied in this paper using an applied version of a UTAUT2 model. A quantitative, cross-sectional survey of 321 small-scale farmers in the Fars Province was carried out using simple random sampling. Data collected from this survey were analyzed using Partial Least Squares Structural Equation Modelling (PLS-SEM) in SmartPLS 3.0 to evaluate 10 hypotheses. All 10 relationships were supported by the results. Less effort expectancy is the strongest predictor of the Behavioral Intention (β = 0.293) as well as Habit (β = 0.169). The strongest predictor of the behavior was behavioral intention (β = 0.535). In addition, facilitating conditions have a significant direct effect on both intention (β = 0.133) and use behavior (β = 0.225). This indicates that facilitating conditions represent not only a source of motivation but also a critical enabler. The research results support the validity of the UTAUT2 model in a new context-circular agriculture in a developing economy-thus extending the validity of the generalized UTAUT2 model and demonstrating the usefulness of socio-psychological models in the context of agricultural adoption research. Through this research, the findings present a clear policy avenue that also includes the importance of providing simpler ways for agricultural producers to practice methods to reduce the perceptions of complexity, use existing habits and social networks of farmers to their advantage, and finally provide tangible resources (financial, physical, human, informational) and support services to assist in overcoming the gap between intention and behavior so producers are able to continue implementing such practices on their farm over time.

Indexed as

Circular agricultureFarmer behaviorPLS-SEMSmall-scale farmingTechnology adoption

Identifiers

PMID42225729
PMCPMC13462099

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LicenceCC BY-NC-ND
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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.