Social demographic factors influencing consumer's preferences on rice attributes in Indonesia: a multinomial logistic approach
DOI:
https://doi.org/10.5219/1526Keywords:
social-demographic, rice attributes, multinomial logistic regression, preferencesAbstract
This study assessed factors influencing consumer's preferences on rice attributes in Indonesia using data collected from a sample of 329 consumers in South Sumatra Province in Indonesia. This study used two variables such as independent variables and dependent variables. Independent variables as a predictor of attributes of consumer preferences include social-demographic variables. On another side, dependent variables include attributes of rice-based on the preferences of the consumer. Social demographic factors such as gender, age, number of families, occupation, education, and income are mentioned to influence consumer's preference for rice. Rice attributes such as small broken, chalky grains, higher broken, varieties, family reference, friend reference, suppliers, advertisement, foreign object, residue, packaging, brand, volume expansion, head rice, flavor, aroma soft texture, durability, and whiteness. This study employed the multinomial logistic regression analysis to examine the effects of these variables on rice preference. This study revealed that among household characteristics that influence consumers' preference for rice attributes were household income and the type of occupation of the household head.
Downloads
Metrics
References
Agresti, A. 2011. Examples of Using R for Modeling Ordinal Data. Supplement for the Book Analysis of Ordinal Categorical Data, 2nd edition, 31 p. Available at: http://users.stat.ufl.edu/~aa/ordinal/R_examples.pdf
Anang, B. T., Adjei Adjetey, S. N., Abiriwe, S. A. 2011. Consumer Preferences for Rice Quality Characteristics and the Effects on Price in the Tamale Metropolis, Northern Region, Ghana. International Journal of AgriScience, vol. 1, no. 2, p. 67-74.
Banović, M., Grunert, K. G., Barreira, M. M., Fontes, M. A. 2010. Consumers’ Quality Perception of National Branded, National Store Branded, and Imported Store Branded Beef. Meat Science, vol. 84, no. 1, p. 54-65. https://doi.org/10.1016/j.meatsci.2009.08.037 DOI: https://doi.org/10.1016/j.meatsci.2009.08.037
BPS. 2019. Kumpulan Berita Resmi Statistik Provinsi Sumatera Selaltan 2019 (Kumpulan Berita Resmi Statistik Provinsi Sumatera Selaltan 2019). Badan Pusat Statistik Provinsi Sumatera Selatan. (In Indonesian)
Brečić, R., Mesić, Ž., Cerjak, M. 2017. Importance of Intrinsic and Extrinsic Quality Food Characteristics by Different Consumer Segments. British Food Journal, vol. 119, no. 4, p. 845-862. https://doi.org/10.1108/BFJ-06-2016-0284 DOI: https://doi.org/10.1108/BFJ-06-2016-0284
Central Bureau of Statistics. 2017. Study of Basic Material Consumption 2017. Badan Pusat Statistik, vol. 369.
Central Bureau of Statistics. 2019. South Sumatra Province Official News Collection 2019. Badan Pusat Statistik Provinsi Sumatera Selatan.
Creusen, M. E. H., Schoormans, J. P. L. 2005. The Different Roles of Product Appearance in Consumer Choice. Journal of Product Innovation Management, vol. 22, no. 1, p. 63-81. https://doi.org/10.1111/j.0737-6782.2005.00103.x DOI: https://doi.org/10.1111/j.0737-6782.2005.00103.x
Cuevas, R. P., Pede, V. O., McKinley, J., Velarde, O., Demont, M. 2016. Rice Grain Quality and Consumer Preferences: A Case Study of Two Rural Towns in the Philippines. PLoS ONE, vol. 11, no. 3, 17 p. https://doi.org/10.1371/journal.pone.0150345 DOI: https://doi.org/10.1371/journal.pone.0150345
Damardjati, D. S., Tabor, S. R., Oka, I. N., David, C. C. 1988. Emerging Problems Arising From The Indonesian Success in Rice Production. Indonesian Agricultural Research And Development Journal.
Engel, J. F., Blackwell, R D., Miniard, P. W. 1995. Consumer Behavior. 8th edition, New York, US : The Dryden Press. 41 p. ISBN 9780030153372.
Garvin, D. A. 1984. What Does ‘Product Quality’ Really Mean. MIT Sloan Management Review, vol. 26, no. 1, p. 25-43.
Grunert, K. G. 2005. Food Quality and Safety: Consumer Perception and Demand. European Review of Agricultural Economics, vol. 32, no. 3, p. 369-391. https://doi.org/10.1093/eurrag/jbi011 DOI: https://doi.org/10.1093/eurrag/jbi011
Guo, Y., Li, Z., Wu, Y., Xu, C. 2018. Evaluating Factors Affecting Electric Bike Users’ Registration of License Plate in China Using Bayesian Approach. Transportation Research Part F: Traffic Psychology and Behaviour, vol. 59, Part A, p. 212-221. https://doi.org/10.1016/j.trf.2018.09.008 DOI: https://doi.org/10.1016/j.trf.2018.09.008
Hiroki, S., Garnevska, E., McLaren, S. 2016. Consumer Perceptions About Local Food in New Zealand, and the Role of Life Cycle-Based Environmental Sustainability. Journal of Agricultural and Environmental Ethics, vol. 29, no. 3, p. 479-505. https://doi.org/10.1007/s10806-016-9616-9 DOI: https://doi.org/10.1007/s10806-016-9616-9
Hosmer, D. W., Lemeshow, S. 2000. Applied Logistic Regression. 2nd edition, Hoboken, US : John Wiley & Sons. ISBN 9780471722144. https://doi.org/10.1002/0471722146 DOI: https://doi.org/10.1002/0471722146
Iop, S. C. F., Teixeira, E., Deliza, R. 2006. Consumer Research: Extrinsic Variables in Food Studies. British Food Journal, vol. 108, no. 11, p. 894-903. https://doi.org/10.1108/00070700610709940 DOI: https://doi.org/10.1108/00070700610709940
Kotler, P., Amstrong, G. 2008. Fundamentos de Marketing (Fundamentals of Marketing). 8th edition, Mexico City, Mexico : Pearson Educación. 648 p. (In Spanish) ISBN 978-607-32-1722-4.
Lancaster, K. J. 1966. A New Approach to Consumer Theory. Journal of Political Economy, vol. 74, no. 2, p. 132-157. https://doi.org/10.1086/259131 DOI: https://doi.org/10.1086/259131
Powell, L. M., Han, E., Chaloupka, F. J. 2010. Economic Contextual Factors, Food Consumption, and Obesity among U.S. Adolescents. The Journal of Nutrition, vol. 140, no. 6, p. 1175-1180. https://doi.org/10.3945/jn.109.111526 DOI: https://doi.org/10.3945/jn.109.111526
Sawit, M. H. 2019. Industri padi dan pembangunan perdesaan (Rice Industry and Rural Development). Jurnal Pangan, vol. 28, no. 2. 13 p. (In Indonesian) https://doi.org/10.33964/jp.v28i2.434 DOI: https://doi.org/10.33964/jp.v28i2.434
Stávková, J., Stejskal, L., Toufarová, Z. 2008. Factors Influencing Consumer Behaviour. Agricultural Economics, vol. 54, no. 6, p. 276-284. https://doi.org/10.17221/283-AGRICECON DOI: https://doi.org/10.17221/283-AGRICECON
Sugiyono. 2015. Research Methods and Development of Qualitative, Quantitative, and R & D Approaches. Bandung, Indonesia : Alfabeta, 407 p.
Supriana, T., Pane, T. C. 2018. The Influences of Consumer Characteristics on the Amount of Rice Consumption. In IOP Conference Series: Earth and Environmental Science, vol. 122, 8 p. https://doi.org/10.1088/1755-1315/122/1/012022 DOI: https://doi.org/10.1088/1755-1315/122/1/012022
Suwannaporn, P., Linnemann, A. 2008. Consumer Preferences and Buying Criteria in Rice: A Study to Identify Market Strategy for Thailand Jasmine Rice Export. Journal of Food Products Marketing, vol. 14, no. 4, p. 33-53. https://doi.org/10.1080/10454440801986348 DOI: https://doi.org/10.1080/10454440801986348
Suwannaporn, P., Linnemann, A., Chaveesuk, R. 2008. Consumer Preference Mapping for Rice Product Concepts. British Food Journal, vol. 110, no. 6, p. 595-606. https://doi.org/10.1108/00070700810877906 DOI: https://doi.org/10.1108/00070700810877906
Timmer, P. 2004. Food Security in Indonesia: Current Challenges and the Long-Run Outlook. Center for Global Development Working Paper No. 48, 22 p. https://doi.org/10.2139/ssrn.997415 DOI: https://doi.org/10.2139/ssrn.997415
Tomlins, K., Manful, J., Gayin, J., Kudjawu, B., Tamakloe, I. 2007. Study of Sensory Evaluation, Consumer Acceptability, Affordability and Market Price of Rice. Journal of the Science of Food and Agriculture, vol. 87, no. 8, p. 1564-1575. https://doi.org/10.1002/jsfa.2889 DOI: https://doi.org/10.1002/jsfa.2889
Unnevehr, L. J., Duff, B., Juliano, B. O. 1992. Consumer Demand for Rice Grain Quality: Introduction and Major Findings. Manila, Philippines : IRRI, 15 p. Available at: https://www.researchgate.net/profile/Bienvenido-Juliano/publication/304352085_Consumer_demand_for_rice_grain_quality_introduction_and_major_findings/links/576ccf8508ae9bd70996139d/Consumer-demand-for-rice-grain-quality-introduction-and-major-findings.pdf
Wahyudi, A., Kuwornu, J. K. M., Gunawan, E., Datta, A., Nguyen, L. T. 2019. Factors Influencing the Frequency of Consumers’ Purchases of Locally-Produced Rice in Indonesia: A Poisson Regression Analysis. Agriculture, vol. 9, no. 6, 17 p. https://doi.org/10.3390/agriculture9060117 DOI: https://doi.org/10.3390/agriculture9060117
Walisinghe, B. R., Gunaratne, L. H. P. 2012. Consumer Preferences for Quality Attributes of Rice: A Conjoint Analysis. Sri Lankan Journal of Agricultural Economics, vol. 10, p. 19-30. https://doi.org/10.4038/sjae.v10i0.4589 DOI: https://doi.org/10.4038/sjae.v10i0.4589
Widarjono, A. 2018. Analysis of Rice Imports in Indonesia: AIDS Approach. Journal of Economics, Business & Accountancy Ventura, vol. 21, no. 2, p. 259-268. https://doi.org/10.14414/jebav.v21i2.1212 DOI: https://doi.org/10.14414/jebav.v21i2.1212
Widayanti, S., Amir, I. T., Indah, P. N., Septya, F. 2020. Consumer Preference of Packaged Rice and Bulk Rice in Surabaya. HOLISTICA – Journal of Business and Public Administration, vol. 11, no. 1, p. 155-169. https://doi.org/10.2478/hjbpa-2020-0014 DOI: https://doi.org/10.2478/hjbpa-2020-0014
Zeithaml, V. A. 1988. Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence. Journal of Marketing, vol. 52, no. 3, p. 2-22. https://doi.org/10.2307/1251446 DOI: https://doi.org/10.1177/002224298805200302
Published
How to Cite
Issue
Section
License
Copyright (c) 2021 Potravinarstvo Slovak Journal of Food Sciences
This work is licensed under a Creative Commons Attribution 4.0 International License.
This license permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.