Structural Equation Model for Exploring the Key Drivers of Consumer Behavior towards Environmentally Conscious Organic Food Purchasing in Japan
Abstract
:1. Introduction
2. Theoretical Framework
3. Materials and Methods
3.1. Materials
3.2. Methods
3.2.1. Path Analysis of SEM
3.2.2. Hypotheses of the Study
- Perceived effectiveness
- Attitude towards the actual purchase
- Perceived effectiveness
- Socio-demographic characteristics
- Social norm
- WTP (Willingness to Pay)
- Past experience
- Income
- Unaffordability and inconvenience perception
- Indirect effect
4. Results and Discussion
4.1. Results
4.2. Discussion
5. Conclusions
6. Limitations and Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Survey Statements | Attitude towards Actual Purchase | Social Norm | Perception of Unaffordability and Inconvenience | Perceived Effectiveness |
---|---|---|---|---|
We should be encouraging organic food consumption based on environmental consciousness to society widely. | 0.586 | 0.279 | 0.145 | −0.095 |
Organic food consumption based on environmental consciousness is good as it can improve society’s awareness about social issues. | 0.843 | −0.027 | 0.005 | −0.034 |
We can build a better society through organic food consumption based on environmental consciousness. | 0.814 | −0.021 | −0.077 | 0.043 |
Organic food consumption based on environmental consciousness is effective as it is good for society. | 0.852 | −0.033 | −0.055 | −0.008 |
The concept of organic food consumption based on environmental consciousness can help to build up a sense of solidarity in society. | 0.738 | −0.047 | −0.022 | 0.091 |
Organic food consumption based on environmental consciousness is a good act. | 0.861 | −0.141 | −0.102 | 0.064 |
Organic food consumption based on environmental consciousness should be promoted more. | 0.866 | −0.004 | −0.086 | 0.020 |
I would like to know more about organic food consumption based on environmental consciousness. | 0.647 | 0.148 | 0.055 | 0.014 |
I don’t mind spending the time and effort to purchase organic food based on environmental consciousness. | −0.009 | 0.541 | −0.144 | −0.060 |
I would prefer for my family members to purchase organic foods based on environmental consciousness. | 0.149 | 0.764 | 0.073 | −0.087 |
My loved ones expect me to purchase more organic food based on environmental consciousness for them. | 0.148 | 0.701 | 0.047 | −0.041 |
I am willing to purchase organic food based on environmental consciousness without any condition. | 0.190 | 0.456 | −0.032 | 0.061 |
I have enough knowledge of organic food consumption based on environmental consciousness. | −0.227 | 0.498 | −0.044 | 0.117 |
Only people with higher incomes can afford organic food consumption based on environmental consciousness. | 0.303 | −0.202 | 0.436 | −0.067 |
Organic food consumption based on environmental consciousness is out of my budget. | −0.026 | −0.219 | 0.583 | −0.025 |
Buying organic food based on environmental consciousness is very inconvenient. | −0.142 | 0.056 | 0.541 | 0.074 |
Organic food is only available in limited stores/supermarkets/areas. | 0.115 | 0.127 | 0.553 | −0.043 |
I do not have time to think about or study the meaning of organic food consumption based on environmental consciousness. | −0.166 | 0.007 | 0.423 | −0.016 |
Without cooperation or understanding from family, it is difficult to purchase organic food based on environmental consciousness. | −0.106 | 0.044 | 0.483 | 0.121 |
It is too expensive to purchase organic food based on environmental consciousness considering its meaning. | 0.028 | −0.069 | 0.764 | 0.030 |
I think organic food consumption based on environmental consciousness is the first step to solving environmental issues. | 0.211 | 0.006 | 0.045 | 0.630 |
My organic food purchasing based on environmental consciousness could make an impact on others’ purchasing behaviors. | −0.101 | 0.154 | 0.024 | 0.752 |
By cooperating with others, organic food purchasing based on environmental consciousness can be a big leap in solving an environmental problem. | 0.221 | −0.111 | −0.016 | 0.696 |
The probability that I can contribute to resolving environmental problems is not low. | 0.055 | 0.020 | 0.063 | 0.536 |
References
- Deng, X. Factors Influencing Ethical Purchase Intentions of Consumers in China. Soc. Behav. Personal. 2013, 41, 1693–1704. [Google Scholar] [CrossRef]
- Papaoikonomou, E. Sustainable Lifestyles in an Urban Context: Towards a Holistic Understanding of Ethical Consumer Behaviours. Empirical Evidence from Catalonia, Spain. Int. J. Consum. Stud. 2013, 37, 181–188. [Google Scholar] [CrossRef]
- Doane, D. Taking Flight: The Rapid Growth of Ethical Consumerism; New Economics Foundation: London, UK, 2001; Available online: https://neweconomics.org/uploads/files/dcca99d756562385f9_xtm6i6233.pdf (accessed on 30 October 2023).
- De Pelsmacker, P.; Driesen, L.; Rayp, G. Do Consumers Care about Ethics? Willingness to Pay for Fair-Trade Coffee. J. Consum. Aff. 2005, 39, 363–385. [Google Scholar] [CrossRef]
- Agriculture and Agri-Food Canada. 2013. Available online: http://www5.agr.gc.ca/resources/prod/Internet-Internet/MISB-DGSIM/ATS-SEA/PDF/6473-eng.pdf (accessed on 1 November 2023).
- The Inspection Certification System for Organic Products. 2015. Available online: http://www.maff.go.jp/e/jas/specific/pdf/organic_products_system_1501.pdf (accessed on 5 November 2023).
- Singh, A.; Verma, P. Factors Influencing Indian Consumers’ Actual Buying Behaviour towards Organic Food Products. J. Clean. Prod. 2017, 167, 473–483. [Google Scholar] [CrossRef]
- Shepherd, R.; Magnusson, M.; Sjoden, P. Determinants of Consumer Behavior Related To Organic Foods. Ambio 2005, 34, 352. [Google Scholar] [CrossRef]
- Euromonitor International. Green Buying Behaviour: Global Online Survey. 2012. Available online: https://www.warc.com/content/paywall/article/euromonitor-strategy/green-buying-behaviour---global-online-survey-strategic-analysis/en-gb/96425 (accessed on 6 November 2023).
- Magnusson, M.K.; Arvola, A.; Koivisto Hursti, U.; Åberg, L.; Sjödén, P. Attitudes Towards Organic Foods Among Swedish Consumers. Br. Food J. 2001, 103, 209–227. [Google Scholar] [CrossRef]
- Johnstone, M.L.; Tan, L.P. Exploring the Gap Between Consumers’ Green Rhetoric and Purchasing Behaviour. J. Bus. Ethics 2015, 132, 311–328. [Google Scholar] [CrossRef]
- Hirose, Y. Determinants of Environment-Conscious Behavior. Jpn. J. Soc. Psychol. 1994, 10, 44–55. [Google Scholar]
- Fishbein, M.; Ajzen, I. Belief, Attitude, Intention and Behavior: An Introduction to Theory And Research; Penn State University Press: University Park, PA, USA, 1975. [Google Scholar]
- Seligman, C.; Ferigan, J.E. A Two-Factor Model of Energy And Water Conservation; Edwards, J., Tindale, R.S., Heath, L., Posavac, E.J., Eds.; Plenum Press: New York, NY, USA, 1990. [Google Scholar]
- Voon, J.P.; Sing, K.; Agrawal, A. Determinants of Willingness to Purchase Organic Food: An Exploratory Study Using Structural Equation Modeling. Int. Food Agribus. Manag. Rev. 2011, 14, 103–120. [Google Scholar]
- Azjen, I. The theory of planned behavior. Organ. Behav. Hum. Decis. Process. 1991, 50, 179–211. [Google Scholar] [CrossRef]
- Dossey, B.M.; Keegan, L.; Blaszko-Helming, M.A. Holistic Nursing: A Handbook for Practice; Jones and Bartlett Publishers: Sadbury, MA, USA, 2009. [Google Scholar]
- Hirose, Y. Two-Phase Decision Making Model of Environmental Conscious Behavior and Its Application for the Waste Reduction Behavior. Soc. Secur. Bull. 2014, 5, 81–91. Available online: https://www.kansai-u.ac.jp/Fc_ss/common/pdf/bulletin005_13.pdf (accessed on 5 November 2023).
- Honkanen, P.; Verplanken, B.; Olsen, S.O. Ethical Values and Motives Driving Organic Food Choice. J. Consum. Behav. 2006, 5, 420–430. [Google Scholar] [CrossRef]
- Hoyer, W.D.; Maclnnis, D.J. Consumer Behavior; Houghton Mifflin: Boston, MA, USA, 2004. [Google Scholar]
- Rokeach, M. The Nature of Human Values; Free Press: New York, NY, USA, 1973. [Google Scholar]
- Thogersen, J. Consumer Decision-Making with Regard To Organic Food Products. In Traditional Food Production and Rural Sustainable Development: A European Challenge; de Noronha Vaz, T., Nijkamp, P., Eds.; Ashgate: London, UK, 2009; pp. 173–194. [Google Scholar]
- Tonglet, M.; Phillips, P.S.; Read, A.D. Using the Theory of Planned Behaviour to Investigate the Determinants of Recycling Behaviour: A Case Study From Brixworth, UK. Resour. Conserv. Recycl. 2004, 41, 191–214. [Google Scholar] [CrossRef]
- Deutsch, M.; Gerard, H. A Study of Normative and Informtive Social Influences upon Individual Judgement. Soc. Psychol. 1955, 51, 629–636. [Google Scholar]
- Hsu, C.L.; Lin, J.C.C. Acceptance of Blog Usage: The Roles of Technology Acceptance, Social Influence and Knowledge Sharing Motivation. Inf. Manag. 2008, 45, 65–74. [Google Scholar] [CrossRef]
- Coelho, F.; Pereira, M.C.; Cruz, L.; Sim, P.; Barata, E. Affect and the Adoption of Pro-Environmental Behaviour: A Structural Model. J. Environ. Psychol. 2017, 54, 127–138. [Google Scholar] [CrossRef]
- Lee, Y.-K.; Kim, S.Y.; Kim, M.-S.; Choi, J.-G. Antecedents and Interrelationships of Three Types of Pro-Environmental Behavior. J. Bus. Res. 2014, 67, 2097–2105. [Google Scholar] [CrossRef]
- Matsui, Y.; Tanaka, M.; Ohsako, M. Study of The Effect Of Political Measures On The Citizen Participation Rate In Recycling And On The Environmental Load Reduction. Waste Manag. 2007, 27, S9–S20. [Google Scholar] [CrossRef] [PubMed]
- Bollen, K.A.; Pearl, J. Eight Myths About Causality and Structural Equation Models. In Handbook of Causal Analysis for Social Research; Morgan, S., Ed.; Springer: Dordrecht, The Netherlands, 2013; pp. 301–328. [Google Scholar] [CrossRef]
- Kinnear, T.C.; Taylor, J.R.; Ahmed, S.A. Ecologically Concerned Consumers: Who Are They? J. Mark. 1974, 38, 20–24. [Google Scholar] [CrossRef]
- Jung, C.G. Psychological Types; Princeton University Press: Princeton, NJ, USA, 2014; Volume 6. [Google Scholar]
- Notani, A.S. Perceptions of affordability: Their role in predicting purchase intent and purchase. J. Econ. Psychol. 1997, 18, 525–546. [Google Scholar] [CrossRef]
- Lee, J.A.; Holden, S.J.S. Understanding the Determinants of Environmentally Conscious Behavior. Psychol. Mark. 1999, 16, 373–392. [Google Scholar] [CrossRef]
- Baş, M.; Kahriman, M.; Çakir Biçer, N.; Seçkiner, S. Results from Türkiye: Which Factors Drive Consumers to Buy Organic Food? Foods 2024, 13, 302. [Google Scholar] [CrossRef]
- Roitner-Schobesberger, B.; Darnhofer, I.; Somsook, S.; Vogl, C.R. Consumer perceptions of organic foods in Bangkok, Thailand. Food Policy 2008, 33, 112–121. [Google Scholar] [CrossRef]
- Slamet, A.; Nakayasu, A.; Bai, H. The Determinants of Organic Vegetable Purchasing in Jabodetabek Region, Indonesia. Foods 2016, 5, 85. [Google Scholar] [CrossRef] [PubMed]
- O’Neal, P.W. Motivation of Health Behavior; Nova Science Publishers, Inc.: Hauppauge, NY, USA, 2007. [Google Scholar]
- Botetzagias, I.; Dima, A.-F.; Malesios, C. Extending the Theory of Planned Behavior in the context of recycling: The role of moral norms and of demographic predictors. Resour. Conserv. Recycl. 2015, 95, 58–67. [Google Scholar] [CrossRef]
- Wang, C.; Guo, J.; Huang, W.; Tang, Y.; Man Li, R.Y.; Yue, X. Health-driven mechanism of organic food consumption: A structural equation modelling approach. Heliyon 2024, 10, e27144. [Google Scholar] [CrossRef]
- Goto, N.; Tokunaga, S.; Nga, D.T.; Ho, V.; Thanh, T. Analysis of Energy-saving Behavior among University Students in Vietnam. J. Environ. Sci. Eng. B 2016, 5, 355–362. [Google Scholar] [CrossRef]
- Welsch, H.; Kuhling, J. Determinants of Pro-Environmental Consumption: The Role of Reference Groups and Routine Behavior. Ecol. Econ. 2009, 69, 166–176. [Google Scholar] [CrossRef]
- ACNielsen. Organic and Functional Foods Have Plenty of Room to Grow in U.S. 2005. Available online: https://progressivegrocer.com/organic-and-functional-foods-have-plenty-room-grow-us-acnielsen (accessed on 5 November 2023).
- Chan, L.B. A Moral Basis for Recycling: Extending the Theory of Planned Behaviour. J. Environ. Psychol. 2013, 36, 96–102. [Google Scholar] [CrossRef]
- Yuan, Y.; Nomura, H.; Takahashi, Y.; Yabe, M. Model of Chinese Household Kitchen Waste Separation Behavior: A Case Study In Beijing City. Sustainability 2016, 8, 1083. [Google Scholar] [CrossRef]
- Steg, L.; Vlek, C. Encouraging Pro-environmental Behaviour: An Integrative Review and Research Agenda. J. Environ. Psychol. 2009, 29, 309–317. [Google Scholar] [CrossRef]
Constructs | Corresponding Statements | Sources |
---|---|---|
Attitude towards actual purchase | We should be encouraging organic food consumption based on environmental consciousness to society widely. | [12,15,16,17,18,19,20,21,22,23] |
Organic food consumption based on environmental consciousness is good as it can improve society’s awareness about social issues. | ||
We can build a better society through organic food consumption based on environmental consciousness. | ||
Organic food consumption based on environmental consciousness is effective as it is good for society. | ||
The concept of organic food consumption based on environmental consciousness can help to build up a sense of solidarity in society. | ||
Organic food consumption based on environmental consciousness is a good act. | ||
Organic food consumption for the good of the environment should be promoted more. | ||
I would like to know more about organic food consumption based on environmental consciousness. | ||
Social norm | I do not mind spending the time and effort to purchase organic food based on environmental consciousness. | [15,16,24,25] |
I would prefer for my family members to purchase organic foods based on environmental consciousness. | ||
My loved ones expect me to purchase more organic food based on environmental consciousness for them. | ||
I am willing to purchase organic food based on environmental consciousness without any condition. | ||
I have enough knowledge of organic food consumption based on environmental consciousness. | ||
Perception of unaffordable and inconvenient | Only people with higher incomes can afford organic food consumption based on environmental consciousness. | [15,16,18] |
Organic food consumption based on environmental consciousness is out of my budget. | ||
Buying organic food based on environmental consciousness is very inconvenient. | ||
Organic food is only available in limited stores/supermarkets/areas. | ||
I do not have time to think about or study the meaning of organic food consumption based on environmental consciousness. | ||
Without cooperation or understanding from family, it is difficult to purchase organic food based on environmental consciousness. | ||
It is too expensive to purchase organic food based on environmental consciousness considering its meaning. | ||
Perceived effectiveness | I think organic food consumption based on environmental consciousness is the first step to solving environmental issues. | [12,18,26,27,28] |
My organic food purchasing based on environmental consciousness could make an impact on others’ purchasing behaviors. | ||
By cooperating with others, organic food purchasing based on environmental consciousness can be a big leap in solving an environmental problem. | ||
The probability that I can contribute to resolving environmental problems is not low. |
Variables | Definition |
---|---|
Dependent variable | |
Actual purchase | Would purchase organic products regularly based on environmental consciousness = 1; would not regularly purchase based on environmental consciousness = 0 |
Independent variables | |
Perceived effectiveness | Environmental perception/environmental awareness |
Attitude towards the actual purchase (Attitude) | Awareness and perception about organic food consumption based on environmental consciousness |
Perception of unaffordability and inconvenience (perception of unaffordable and inconvenient) | Perception of high monetary cost and unavailability of organic foods. |
Social norm | Moral norm, knowledge, and social pressure |
Willingness to pay for organic products (WTP) in JPN (USD) in parentheses | How much respondents are willing to pay for 6 to 7 items of organically certified vegetables compare to the conventional or ordinary alternative of 1000 (9.3) in terms of 1400 (13), 1600 (15), 1800 (16.8), 2000 (18.6), 2200 (20.5) |
Past experience | Bought time to time or daily based on environmental consciousness = 1; bought at least once based on environmental consciousness = 0. |
Characteristics | Description | Mean | Standard Deviation |
---|---|---|---|
Actual purchase | Would regularly purchase organic food based on environmental consciousness = 1; would not regularly purchase organic food based on environmental consciousness = 0 | 0.50 | 0.50 |
Age | 20–88 years, continuous data | 49.67 | 16.52 |
Gender | Male = 1; female = 0 | 0.44 | 0.50 |
Household income (JPY) | 1 = <2 mill.; 2 = 2–4 mill.; 3 = 4–6 mill.; 4 = 6–8 mill.; 5 = 8–10 mill.; 6 = 10–12 mill.; 7 = 12–14 mill.; 8 = >14 mill. | 3.50 | 1.94 |
Past experience | Bought time to time or daily based on environmental consciousness = 1; bought at least once based on environmental consciousness = 0. | 0.61 | 0.49 |
WTP (JPY) | 1000, 1400, 1600, 1800, 2000, 2200 (for a box with 6–7 organic certified vegetables) | 1430.55 | 437.24 |
Variables | Direct Effect | Indirect Effect | Total Effect | Rank | |||
---|---|---|---|---|---|---|---|
s. e | Hypothesis | s. e | Mediator | Hypothesis | |||
Age | - | H4 R | −0.010 | Attitude | −0.010 | 8 | |
Gender | - | H5 R | 0.016 | Attitude | 0.016 | 7 | |
Household income | - | H9 R | |||||
Social norm | 0.320 | H6 A | −0.013 | Attitude Perceived-effectiveness Past-experience WTP | H11 A | 0.307 | 1 |
Perceived effectiveness | - | H3 R | −0.036 | Attitude | H1 A | −0.036 | 6 |
Attitude towards actual purchase | −0.119 | H2 R | - | WTP | H12 R | −0.119 | 4 |
Perception of unaffordable and inconvenient | 0.000 | −0.076 | Attitude WTP | H10 R H13 A | −0.076 | 5 | |
WTP | 0.122 | H7 A | - | 0.122 | 3 | ||
Past experience | 0.124 | H8 A | - | 0.124 | 2 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Sampa, M.B.; Nomura, H.; Yabe, M.; Abdul Aziz, N.H.; Aziz, N.A.A. Structural Equation Model for Exploring the Key Drivers of Consumer Behavior towards Environmentally Conscious Organic Food Purchasing in Japan. Sustainability 2024, 16, 2862. https://doi.org/10.3390/su16072862
Sampa MB, Nomura H, Yabe M, Abdul Aziz NH, Aziz NAA. Structural Equation Model for Exploring the Key Drivers of Consumer Behavior towards Environmentally Conscious Organic Food Purchasing in Japan. Sustainability. 2024; 16(7):2862. https://doi.org/10.3390/su16072862
Chicago/Turabian StyleSampa, Masuda Begum, Hisako Nomura, Mitsuyasu Yabe, Nor Hidayati Abdul Aziz, and Nor Azlina Ab. Aziz. 2024. "Structural Equation Model for Exploring the Key Drivers of Consumer Behavior towards Environmentally Conscious Organic Food Purchasing in Japan" Sustainability 16, no. 7: 2862. https://doi.org/10.3390/su16072862
APA StyleSampa, M. B., Nomura, H., Yabe, M., Abdul Aziz, N. H., & Aziz, N. A. A. (2024). Structural Equation Model for Exploring the Key Drivers of Consumer Behavior towards Environmentally Conscious Organic Food Purchasing in Japan. Sustainability, 16(7), 2862. https://doi.org/10.3390/su16072862