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Decoding intentions to purchase organic food products in an emerging economy via artificial neural networks

Author

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  • Uikey, Ashish Ashok
  • Marak, Zericho R.
  • AlSaleh, Dhoha
  • Baber, Ruturaj

Abstract

Purpose. This study investigates the factors influencing consumers’ intentions to purchase organic food products in an emerging economy. It addresses the knowledge gap regarding the slower growth of the organic food market in these regions despite the global trend toward environmental sustainability. Methodology / approach. A survey approach involving 350 participants was used. Structural equation modeling (SEM) with SmartPLS 4 and Artificial Neural Network (ANN) with IBM SPSS 28 were used to analyse the impact of awareness of need, personal norms, environmental concern, and health consciousness on the intention to purchase organic food products. Results. The study found significant positive influences of awareness of need, personal norms, environmental concern, and health consciousness on the intention to purchase organic food products, explaining 63.1 % of the variance. Both the analysis approaches (PLS-SEM & ANN) revealed that, health consciousness, followed by awareness of need, emerged as the most important factor related to the intention to purchase organic food products. The results highlight the importance of awareness and personal values in driving pro-environmental behaviour. Originality / scientific novelty. This research offers essential insights into the determinants of organic food purchase intentions in an emerging economy. It emphasises the significance of awareness and personal values in fostering sustainable consumption behaviour, addressing a less explored area in existing literature. Practical value / implications. The findings have important implications for policymakers and marketers. Strategies focused on consumer education about the benefits of organic food can enhance awareness and appeal. Understanding core psychological needs and beliefs that shape consumer motivations can guide the development of effective marketing strategies. The study highlights the strong environmental consciousness among consumers and their desire to protect the environment.

Suggested Citation

  • Uikey, Ashish Ashok & Marak, Zericho R. & AlSaleh, Dhoha & Baber, Ruturaj, 2024. "Decoding intentions to purchase organic food products in an emerging economy via artificial neural networks," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 10(4), December.
    • Handle: RePEc:ags:areint:356007
    DOI: 10.22004/ag.econ.356007
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    as
    1. Kumar, Sushant & Dhir, Amandeep & Talwar, Shalini & Chakraborty, Debarun & Kaur, Puneet, 2021. "What drives brand love for natural products? The moderating role of household size," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    2. Tandon, Anushree & Dhir, Amandeep & Kaur, Puneet & Kushwah, Shiksha & Salo, Jari, 2020. "Why do people buy organic food? The moderating role of environmental concerns and trust," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    3. Xuhui Wang & Frida Pacho & Jia Liu & Redempta Kajungiro, 2019. "Factors Influencing Organic Food Purchase Intention in Developing Countries and the Moderating Role of Knowledge," Sustainability, MDPI, vol. 11(1), pages 1-18, January.
    4. Khaled Al Falah & Abdulrahman Al Sughayir & Abbas N. Albarq, 2024. "The importance of environmental concern, trust and convenience in consumers’ purchase intentions of organic foods in a developing country," Cogent Business & Management, Taylor & Francis Journals, vol. 11(1), pages 2361319-236, May.
    5. EL Idrissi, Touria & Idri, Ali & Bakkoury, Zohra, 2019. "Systematic map and review of predictive techniques in diabetes self-management," International Journal of Information Management, Elsevier, vol. 46(C), pages 263-277.
    6. Molinillo, Sebastian & Vidal-Branco, Murilo & Japutra, Arnold, 2020. "Understanding the drivers of organic foods purchasing of millennials: Evidence from Brazil and Spain," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    7. Thi Phuong Linh Nguyen & Xuan Hau Doan & Thu Thuy Nguyen & Thi Mai Nguyen, 2021. "Factors affecting Vietnamese farmers' intention toward organic agricultural production," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 48(8), pages 1213-1228, May.
    8. Kuo Ming Chu, 2018. "Mediating Influences of Attitude on Internal and External Factors Influencing Consumers’ Intention to Purchase Organic Foods in China," Sustainability, MDPI, vol. 10(12), pages 1-15, December.
    9. Imdadullah Hidayat-ur-Rehman & Saeed Alzahrani & Mohd Ziaur Rehman & Fahim Akhter, 2022. "Determining the factors of m-wallets adoption. A twofold SEM-ANN approach," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-24, January.
    10. Qing Yang & Naeem Hayat & Abdullah Al Mamun & Zafir Khan Mohamed Makhbul & Noor Raihani Zainol, 2022. "Sustainable customer retention through social media marketing activities using hybrid SEM-neural network approach," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-23, March.
    11. Ghazanfar Ali Abbasi & Lee Yin Tiew & Jinquan Tang & Yen-Nee Goh & Ramayah Thurasamy, 2021. "The adoption of cryptocurrency as a disruptive force: Deep learning-based dual stage structural equation modelling and artificial neural network analysis," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-26, March.
    12. Yuliia Medvedeva & Anatolii Kucher & Joanna Lipsa & Maria Hełdak, 2021. "Human Health Risk Assessment on the Consumption of Apples Growing in Urbanized Areas: Case of Kharkiv, Ukraine," IJERPH, MDPI, vol. 18(4), pages 1-14, February.
    13. Karaca, Yeliz & Moonis, Majaz & Zhang, Yu-Dong & Gezgez, Caner, 2019. "Mobile cloud computing based stroke healthcare system," International Journal of Information Management, Elsevier, vol. 45(C), pages 250-261.
    14. Jörg Henseler & Georg Fassott & Theo K Dijkstra & Bradley Wilson, 2012. "Analysing quadratic effects of formative constructs by means of variance-based structural equation modelling," European Journal of Information Systems, Taylor & Francis Journals, vol. 21(1), pages 99-112, January.
    15. Wong, Lai-Wan & Leong, Lai-Ying & Hew, Jun-Jie & Tan, Garry Wei-Han & Ooi, Keng-Boon, 2020. "Time to seize the digital evolution: Adoption of blockchain in operations and supply chain management among Malaysian SMEs," International Journal of Information Management, Elsevier, vol. 52(C).
    16. Xiuting Wang & Idrees Waris & Muhammad Yaseen Bhutto & Haowei Sun & Irfan Hameed, 2022. "Green Initiatives and Environmental Concern Foster Environmental Sustainability: A Study Based on the Use of Reusable Drink Cups," IJERPH, MDPI, vol. 19(15), pages 1-16, July.
    17. Naveed Ahmed & Cai Li & Asadullah Khan & Sikandar Ali Qalati & Shumaila Naz & Faisal Rana, 2021. "Purchase intention toward organic food among young consumers using theory of planned behavior: role of environmental concerns and environmental awareness," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 64(5), pages 796-822, April.
    18. Yoon, Sungeun & House, Lisa A. & Gao, Zhifeng & Grogan, Kelly A. & Mullally, Conner C., 2019. "Is Environment Consciousness associated with Organic Consumption – A Revealed Preference Approach," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 290868, Agricultural and Applied Economics Association.
    19. Jawad Iqbal & Donglei Yu & Maria Zubair & Muhammad Imran Rasheed & Hafiz Muhammad Usman Khizar & Muhammad Imran, 2021. "Health Consciousness, Food Safety Concern, and Consumer Purchase Intentions Toward Organic Food: The Role of Consumer Involvement and Ecological Motives," SAGE Open, , vol. 11(2), pages 21582440211, May.
    20. Sreen, Naman & Dhir, Amandeep & Talwar, Shalini & Tan, Teck Ming & Alharbi, Fatimah, 2021. "Behavioral reasoning perspectives to brand love toward natural products: Moderating role of environmental concern and household size," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    21. Gracia, Azucena & de Magistris, Tiziana, 2008. "The demand for organic foods in the South of Italy: A discrete choice model," Food Policy, Elsevier, vol. 33(5), pages 386-396, October.
    22. Boobalan, Kirubaharan & Nachimuthu, Geetha Sulur, 2020. "Organic consumerism: A comparison between India and the USA," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    23. Taneja, Anu & Arora, Anuja, 2019. "Modeling user preferences using neural networks and tensor factorization model," International Journal of Information Management, Elsevier, vol. 45(C), pages 132-148.
    24. Paul, Justin & Modi, Ashwin & Patel, Jayesh, 2016. "Predicting green product consumption using theory of planned behavior and reasoned action," Journal of Retailing and Consumer Services, Elsevier, vol. 29(C), pages 123-134.
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