Evidence map›Paper›PMID 42709695›Full record

ArticlePloS one2026

Make the most of what you have! Exploring circularity practices adoption in olive milling through the norm activation model.

Giuseppe Di Vita, Daniela Spina, Angelo Pulvirenti, Laura Giuffrida, Marcella Rizzo, Giacomo Falcone, Mario D'Amico, Raffaele Zanchini

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

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Giuseppe Di VitaDepartment of Agriculture, Food and Environmental (Di3A), University of Catania, Catania, Italy.
Daniela SpinaDepartment of Agriculture, Food and Environmental (Di3A), University of Catania, Catania, Italy.ORCID https://orcid.org/0000-0002-7587-6360
Angelo PulvirentiDepartment of Agriculture, Food and Environmental (Di3A), University of Catania, Catania, Italy.
Laura GiuffridaDepartment of Agriculture, Food and Environmental (Di3A), University of Catania, Catania, Italy.
Marcella RizzoDepartment of Economics and Business (DEI), University of Catania, Catania, Italy.ORCID https://orcid.org/0000-0001-8318-4869
Giacomo FalconeDepartment of Agriculture, Mediterranean University of Reggio Calabria, Catania, Italy.
Mario D'AmicoDepartment of Agriculture, Food and Environmental (Di3A), University of Catania, Catania, Italy.
Raffaele ZanchiniDepartment of Agricultural, Forest and Food Sciences (DISAFA), University of Torino, Turin, Italy.ORCID https://orcid.org/0000-0002-7315-3126

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The transition toward a circular economy (CE) in agriculture relies not only on technological progress but also on the behavioural readiness of millers to embrace sustainable practices. This study employs the Norm Activation Model (NAM) to examine how psychological and structural factors shape CE practices adoption among olive oil mill business owners in Sicily. Drawing on survey data, we conducted a Partial Least Squares Structural Equation Modeling (PLS-SEM) analysis using actual behaviour as dependent variable. The results indicate that Awareness of Consequences and Ascription of Responsibility significantly strengthen Personal Norms, emphasizing their key role in fostering moral engagement with environmental sustainability. Yet, Personal Norms alone do not directly lead to CE practices adoption, highlighting a persistent attitude-behaviour gap typical of traditional farming contexts. Notably, Awareness of Consequences exerts a direct effect on observed behaviour while Personal Norms do not, suggesting that NAM may require adaptation when applied to small, family-run agri-food firms in which the owner-manager translates the cognitive recognition of environmental impacts directly into firm-level decisions. Conversely, education, experience, enterprise size, and milling type are found to be significant drivers of CE participation, indicating that moral motivation must be complemented by suitable organizational and contextual support. The findings provide novel empirical evidence that the CE transition in agri-food systems results from the relation between individual moral activation and organizational capacity. Policy measures should therefore combine behavioural and structural approaches, through education, technical assistance, and targeted incentives, to encourage CE innovation and the possible valorization of olive oil by-products.

Indexed as

AgricultureOleaOlive OilHumansModels, TheoreticalOlive Oil

Identifiers

PMID42709695
PMCPMC13552747

What OpenQuestion holds

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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.