Unveiling Multidimensional Consumer Preferences for Organic Food: A Multivariate Approach Study in Malang City, Indonesia

Evi Nurifah Julitasari, Ririen Prihandarini Prihandarini, Rosita Widya Putri, Flora Samosir Samosir

Abstract


This study aims to uncover the dominant dimensions of consumer preferences for organic food using a multivariate approach. Data were collected through a structured survey capturing consumer characteristics, product preferences, price perceptions, quality considerations, and purchasing-related attributes. Principal Component Analysis (PCA) was employed to reduce correlated variables and identify the underlying dimensions that characterize preferences for organic food. The results of Principal Component Analysis identified five preliminary components, which explained 71.18% of the total variance. The components were interpreted as Price and Purchase Accessibility (21.38%), Education, Packaging, and Purchase Timing (17.80%), Demographic and Consumer Profile (12.32%), Household and Purchase Consideration (11.04%), and Purchase Location and Timing (8.64%). The findings contribute to organic consumer behaviour literature by shifting the analytical focus from isolated preference attributes toward a multidimensional preference structure. Practically, the iden-tified dimensions provide an empirical basis for producers, marketers, and policymakers to develop more targeted product positioning, consumer segmentation, and marketing strategies for organic food. The study also provides a foundation for further research on consumer heterogeneity and market opportunities in emerging organic food markets.


Keywords


Organic food; Consumer preferences; Consumer behavior; Principal Component Analysis; Multivariate analysis

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References


Agricultural Marketing Service. (2022). USDA Organic Oversight and Enforcement Update Summary of Activities, Calendar Year 2022. Agricultural Marketing Service.

Akter, S., Ali, S., Fekete-Farkas, M., Fogarassy, C., & Lakner, Z. (2023). Why Organic Food? Factors Influence the Organic Food Purchase Intension in an Emerging Country (Study from Northern Part of Bangladesh). Resources, 12(1). https://doi.org/10.3390/resources12010005.

Ali, T., Alam, A., & Ali, J. (2021). Factors Affecting Consumers’ Purchase Behaviour for Health and Wellness Food Products in an Emerging Market. Global Business Review, 22(1), 151–168. https://doi.org/10.1177/0972150918795368.

Chen, P., Shi, W., Liu, Y., & Cao, X. (2022). Slip Rate Deficit Partitioned by Fault-Fold System on the Active Haiyuan Fault Zone, Northeastern Tibetan Plateau. Journal of Structural Geology, 155, 1–13. https://doi.org/10.1016/j.jsg.2022.104516.

Elhaik, E. (2022). Principal Component Analyses (PCA)-Based Findings in Population Genetic Studies are Highly Biased and Must be Reevaluated. Scientific Reports, 12(1), 14683. https://doi.org/10.1038/s41598- 022-14395-4.

Fatha, L., & Ayoubi, R. (2023). A Revisit to The Role of Gender, Age, Subjective and Objective Knowledge in Consumers’ Attitudes Towards Organic Food. Journal of Strategic Marketing, 31(3), 499–515. https://doi.org/10.1080/0965254X.2021.1939405.

Foti, V. T., & Timpanaro, G. (2021). Relationships, Sustainability and Agri-Food Purchasing Behaviour in Farmer Markets in Italy. British Food Journal, 123(13), 428–453. https://doi.org/10.1108/BFJ-04-2021- 0358.

Greenacre, M., Groenen, P. J. F., Hastie, T., D’Enza, A. I., Markos, A., & Tuzhilina, E. (2022). Principal Component Analysis. Nature Reviews Methods Primers, 2(1), 100. https://doi.org/10.1038/s43586-022- 00184-w.

Grillini, G., Streifeneder, T., Stotten, R., Schermer, M., & Fischer, C. (2025). How Tourists Change Farms: The Impact of Agritourism on Organic Farming Adoption and Local Community Interaction in The Tyrol- Trentino Mountain Region. Journal of Rural Studies, 114, 1-11. https://doi.org/10.1016/j.jrurstud.2024.103531.

Grzywińska-Rąpca, M., Grzybowska-Brzezińska, M., Jakubowska, D., & Banach, J. K. (2025). The Perception of Organic Food Characteristics and The Demographic and Social Profile of Consumers: A Study of the Polish Market. Foods, 14(2), 1-18. https://doi.org/10.3390/foods14020308.

Han, S., & Lee, Y. (2022). Analysis of The Impacts of Social Class and Lifestyle on Consumption of Organic Foods in South Korea. Heliyon, 8(10), 1-12. https://doi.org/10.1016/j.heliyon.2022.e10998.

Hu, T., Al Mamun, A., Reza, M. N. H., Wu, M., & Yang, Q. (2024). Examining Consumers’ Willingness to Pay Premium Price for Organic Food. Humanities and Social Sciences Communications, 11(1), 1-15. https://doi.org/10.1057/s41599-024-03789-6.

Iqbal, J., Yu, D., Zubair, M., Rasheed, M. I., Khizar, H. M. U., & Imran, M. (2021). Health Consciousness, Food Safety Concern, and Consumer Purchase Intentions Toward Organic Food: The Role of Consumer Involvement and Ecological Motives. Sage Open, 11(2), 1-14. https://doi.org/10.1177/21582440211015727.

Kirmani, M. D., Shahzad, N., Ahmad, A., Uddin, S. M. F., Ayyub, S., & Adil, M. (2022). Socio-Environmental Considerations and Organic Food Consumption: An Empirical Investigation Of The Attitude of Indian Consumers. Food Quality and Preference, 100, 104604. https://doi.org/10.1016/j.foodqual.2022.104604.

Lee, T. H., Fu, C.-J., & Chen, Y. Y. (2019). Trust Factors for Organic Foods: Consumer Buying Behavior. British Food Journal, 122(2), 414–431. https://doi.org/10.1108/BFJ-03-2019-0195.

Liu, W., Alqhatani, A., Asiri, F., & Salwana, E. (2025). Customer Preference Analysis Towards Online Shopping Decisions Based on Optimized Feature Extraction. Expert Systems, 42(1), e13460. https://doi.org/10.1111/exsy.13460.

Lorenzo-Seva, U., & Ferrando, P. J. (2021). MSA: The Forgotten Index for Identifying Inappropriate Items Before Computing Exploratory Item Factor Analysis. Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 17(4), 296–306. https://doi.org/10.5964/meth.7185.

Merlino, V. M., Renna, M., Nery, J., Muresu, A., Ricci, A., Maggiolino, A., Celano, G., De Ruggieri, B., & Tarantola, M. (2022). Are Local Dairy Products Better? Using Principal Component Analysis to Investigate Consumers’ Perception Towards Quality, Sustainability, and Market Availability. Animals, 12(11), 1-19. https://doi.org/10.3390/ani12111421.

Mohajan, H. K. (2018). Qualitative Research Methodology in Social Sciences and Related Subjects. Journal of Economic Development, Environment, and People, 7, 23-48. https://doi.org/10.26458/jedep.v7i1.571.

Muziri, T., Chaibva, P., Chofamba, A., Madanzi, T., Mangeru, P., Mudada, N., Manhokwe, S., Mugari, A., Matsvange, D., Murewi, C. T. F., Mwadzingeni, L., & Mugandani, R. (2021). Using Principal Component Analysis to Explore Consumers’ Perception Toward Quinoa Health and Nutritional Claims in Gweru, Zimbabwe. Food Science & Nutrition, 9(2), 1025–1033. https://doi.org/10.1002/fsn3.2071.

Omura, K. M., Augusto de Araujo Costa Folha, O., Moreira, P. S., da Silva Bittencourt, E., Seabra, A. D., & Cardoso, M. M. (2022). Energy Conservation, Minimum Steps, and Adaptations When Needed: A Scoping Review. Hong Kong Journal of Occupational Therapy, 35(2), 125–136. https://doi.org/10.1177/15691861221137223.

Pant, S. C., Saxena, R., Pant, D. K., & Singh, R. (2024). Organic Food Consumption: A Bibliometric–Content Analysis. Journal of Consumer Behaviour, 23(5), 2730–2750. https://doi.org/10.1002/cb.2367.

Parashar, S., Singh, S., & Sood, G. (2023). Examining The Role of Health Consciousness, Environmental Awareness and Intention on Purchase of Organic Food: A Moderated Model of Attitude. Journal of Cleaner Production, 386, 135553. https://doi.org/10.1016/j.jclepro.2022.135553.

Pesci, S., Galt, R. E., Durant, J. L., Manser, G. M., Asprooth, L., & Pinzón, N. (2023). A Digital Divide in Direct Market Farmers’ Online Sales and Marketing: Early Pandemic Evidence from California. Journal of Rural Studies, 101, 1-14. https://doi.org/10.1016/j.jrurstud.2023.103038.

Radojević, V., Tomaš Simin, M., Glavaš Trbić, D., & Milić, D. (2020). A Profile of Organic Food Consumers— Serbia Case-Study. Sustainability, 13(1), 1-22. https://doi.org/10.3390/su13010131.

Rahardjo, C. R. (2016). Faktor yang Menjadi Preferensi Konsumen dalam Membeli Produk Frozen Food. Performa: Jurnal Performa: Jurnal Manajemen Dan Start-up Bisnis, 1(1), 32–43. https://doi.org/10.37715/jp.v1i1.106.

Randall, T., Cousins, A. L., Neilson, L., Price, M., Hardman, C. A., & Wilkinson, L. L. (2024). Sustainable Food Consumption Across Western and Non-Western Cultures: A Scoping Review Considering The Theory of Planned Behaviour. Food Quality and Preference, 114, 105086. https://doi.org/10.1016/j.foodqual.2023.105086.

Rūtelionė, A., & Bhutto, M. Y. (2024). Eco-conscious appetites: Investigating Organic Food Purchase Intentions Through Consumption Values, Empowered by Environmental Self-Identity and Analyzed Using MGA – Baltic Insights. Heliyon, 10(15), e35330. https://doi.org/10.1016/j.heliyon.2024.e35330.

Shaaban, N. A., & Stevens, D. K. (2025). Transforming Complex Water Quality Monitoring Data into Water Quality Indices. Resources Management, 39, 3883–3899. https://doi.org/10.1007/s11269-025-04135-4.

Shahabi Ahangarkolaee, S., & Gorton, M. (2021). The Effects of Perceived Regulatory Efficacy, Ethnocentrism And Food Safety Concern on The Demand for Organic Food. International Journal of Consumer Studies, 45(2), 273–286. https://doi.org/10.1111/ijcs.12619.

Sofia. (2021). Developing A System of Community-Based Agritourism for Sustainable Local Food Systems: A Multi-Case Study of Rural Livelihood Diversification and Sustainable Urban Consumption in City- Regional Bangkok. Theses. Chulalongkorn University. https://doi.org/10.58837/CHULA.THE.2021.162.

Tandon, A., Jabeen, F., Talwar, S., Sakashita, M., & Dhir, A. (2021). Facilitators and Inhibitors of Organic Food Buying Behavior. Food Quality and Preference, 88, 1-14. https://doi.org/10.1016/j.foodqual.2020.104077.

Teixeira, D. S., Rodrigues, F., Cid, L., Monteiro, D. (2022) Enjoyment as a Predictor of Exercise Habit, Intention to Continue Exercising, and Exercise Frequency: The Intensity Traits Discrepancy Moderation Role. Frontiers in Psychology. 13, 1-10. https://doi.org/10.3389/fpsyg.2022.780059.

Thi Nguyen, N. P., & Dang, H. D. (2022). Organic Food Purchase Decisions from A Context-Based Behavioral Reasoning Approach. Appetite, 173, 105975. https://doi.org/10.1016/j.appet.2022.105975.

Walia, S. B., Kumar, H., & Negi, N. (2020). Impact of Socio-Demographics on Consumers’ Attitude and Purchase Intention Towards ‘Eco-Friendly’ Products. International Journal of Technology Management & Sustainable Development, 19(3), 361–371. https://doi.org/10.1386/tmsd_00031_1.

Wang, J., Xue, Y., & Liu, T. (2023). Consumer Motivation for Organic Food Consumption: Health Consciousness or Herd Mentality. Frontiers in Public Health, 10, 1-11. https://doi.org/10.3389/fpubh.2022.1042535.

Yilmaz, B. (2023). Factors Influencing Consumers’ Behaviour towards Purchasing Organic Foods: A Theoretical Model. Sustainability, 15(20), 1-17. https://doi.org/10.3390/su152014895.




DOI: https://doi.org/10.21107/agriekonomika.v15i2.36000

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