Examining the drivers for rice exporters' willingness to adopt traceability management and its impact

Purpose Food consumers globally demand safe products that are traceable from farm to fork. This study examines the willingness of rice exporting companies to adopt product traceability, factors affecting this organizational behaviour and its impact on outcomes such as trust with customers and service level. Design/methodology/approach We used a quantitative approach to draw a probable sample of 157 from a sampling frame of 676 companies registered with the Rice Exporters Association of Pakistan. A structured questionnaire with a five-point Likert scale was developed to gauge the responses of export managers through an online survey. Confirmatory factor analysis and structural equation modelling were used to analyze data. Findings The results reveal that government regulations, customer pressure and the price of technology significantly affect the willingness of rice exporting companies to adopt a product traceability system. Moreover, customer trust positively mediates the relationship between a rice exporter's willingness to adopt traceability and service level. Research limitations/implications This study offers policy implications for regulatory bodies (macro level impact) and practical implications for rice supply chain partners such as farmers, processors and exporters (micro level impact). Originality/value There is a notable dearth of literature concerning the producer's viewpoint and organizational behaviour towards adopting product traceability. Addressing this research gap, our study contributes to the literature by proposing an analytical framework to examine the willingness of rice exporters to adopt a product traceability system, along with its antecedents and outcomes.

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Publication Details

Journal
Journal of Agribusiness in Developing and Emerging Economies
Published
2025-12-11
DOI
https://doi.org/10.1108/jadee-06-2024-0205
Primary Topic
Food Supply Chain Traceability
Type
article
Field-Weighted Citation Impact
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article

Examining the drivers for rice exporters' willingness to adopt traceability management and its impact

Journal of Agribusiness in Developing and Emerging Economies
Food Supply Chain Traceability
article

Examining the drivers for rice exporters' willingness to adopt traceability management and its impact

article en

Abstract

Purpose Food consumers globally demand safe products that are traceable from farm to fork. This study examines the willingness of rice exporting companies to adopt product traceability, factors affecting this organizational behaviour and its impact on outcomes such as trust with customers and service level. Design/methodology/approach We used a quantitative approach to draw a probable sample of 157 from a sampling frame of 676 companies registered with the Rice Exporters Association of Pakistan. A structured questionnaire with a five-point Likert scale was developed to gauge the responses of export managers through an online survey. Confirmatory factor analysis and structural equation modelling were used to analyze data. Findings The results reveal that government regulations, customer pressure and the price of technology significantly affect the willingness of rice exporting companies to adopt a product traceability system. Moreover, customer trust positively mediates the relationship between a rice exporter's willingness to adopt traceability and service level. Research limitations/implications This study offers policy implications for regulatory bodies (macro level impact) and practical implications for rice supply chain partners such as farmers, processors and exporters (micro level impact). Originality/value There is a notable dearth of literature concerning the producer's viewpoint and organizational behaviour towards adopting product traceability. Addressing this research gap, our study contributes to the literature by proposing an analytical framework to examine the willingness of rice exporters to adopt a product traceability system, along with its antecedents and outcomes.

Journal of Agribusiness in Developing and Emerging Economies
University of East London (GB), National University of Science and Technology (ZW), University of Faisalabad (PK), University of Agriculture Faisalabad (PK), National University of Sciences and Technology (PK)
Zero hunger
Openalex Percentile: Top 37%
Food Supply Chain Traceability
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