Table · dataset · 2026
Supplementary file 1_Exploring farmers’ anticipated emotions and behavioural intentions to adopt circular bioeconomy practices with the extended theory of planned behaviour.docx
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fsufs.2026.1848436.s001
<p>Transition towards circular bioeconomy practices (CBPs) in the agriculture sector is critical for mitigating climate change; however, the adoption of these practices remains a challenge among farmers specifically in developing countries.
Description
This analysis underscores the importance of shifting farmers’ behavioural intentions to adopt CBPs. Our study extends theory of planned behaviour (TPB) by integrating anticipated positive and negative emotions, attachment towards traditional farming, pro-environmental attitude, knowledge, and perceived value to provide a comprehensive framework for explaining farmers’ behavioural intentions to adopt CBPs.
Employing a partial least squares structural equation modelling to test the hypotheses using a cross-sectional survey of 1,005 farmers in Balochistan, Pakistan. Our findings reveal that attitude is the key determinant to influence farmers’ behavioural intentions (β = 0.425), whereas subjective norms in context of Balochistan have an insignificant impact. Signifying the critical role of tribal structures and landlord-tenant associations on farmers’ behavioural intentions as compared to family and friends influence as traditionally captured by subjective norms.
Read the rest (2 more)
The non-significant impact is also explained by the early stage of transition towards a circular bioeconomy (CBE) model and weak social pressure to adopt CBPs. Most importantly, anticipated positive (β = 0.077), and negative emotions (β = 0.091), both positively influence farmers behavioural intentions signifying the critical role of emotional dimensions in decision making process. Knowledge and pro-environmental attitude influence farmers’ behavioural intentions indirectly through attitude while perceived value has a direct significant impact.
The augmented model explains 46.8% of the variance of farmers’ behavioural intentions. These findings highlight the need for multifaceted interventions that extend beyond rational decision-making models by integrating both psychological and emotional engagement strategies.</p>
Links
Where it is published
- DOI doi.org/10.3389/fsufs.2026.1848436.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Business information management · Business information management · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science
Provenance · 2 source records, 31 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33978034 | 12 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33978034 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:350302 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['knowledge'] |
| concepts[field].anzsrc:field:350302 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['knowledge'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |