IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i8p3400-d1378309.html
   My bibliography  Save this article

Assessing Consumer Behavior in Sustainable Product Markets: A Structural Equation Modeling Approach with Partial Least Squares Analysis

Author

Listed:
  • Qamrul Islam

    (Faculty of Business Studies, Arab Open University, Riyadh 11681, Saudi Arabia)

  • Syed Md Faisal Ali Khan

    (College of Business Administration, Jazan University, Jazan 82831, Saudi Arabia)

Abstract

The present research investigates the determinants that impact the decision-making process about sustainable purchasing. The study’s conceptual framework encompasses customer attitudes, values, beliefs, environmental awareness, perceived environmental impact, price and value, and product attributes. The study aims to comprehend the inclination toward environmentally friendly purchases and the elements that promote their behavior. The study employs quantitative techniques using SEM-PLS, a robust approach for formulating hypotheses and performing mediation and moderation analysis, to comprehend the dynamics of green purchase behavior. The web survey conducted from 30 October 2023 to 16 December 2023 forms the basis of the data analysis. Throughout this period, 744 responses were collected in total. The study’s findings establish correlations between characteristics and the propensity of individuals to buy environmentally friendly products. Personal attitude, subjective norm, and perceived behavioral control are factors that are associated with variables that impact the relationship between customer attitudes and the intention to buy environmentally friendly products. The study significantly contributes to domain marketing by establishing a new concept called “sustainable product evaluation”. This concept includes factors such as perceived environmental values and beliefs, perceived environmental impact, and product features. Incorporating a new variable improves the comprehension of the factors that influence environmentally conscious decision-making among Saudi Arabian consumers. While the majority of our sample was university students, we want to understand sustainable consumption behavior. The results may not reflect the general population. Due to this constraint, we advise diligence when interpreting the results in light of public attitudes and experiences.

Suggested Citation

  • Qamrul Islam & Syed Md Faisal Ali Khan, 2024. "Assessing Consumer Behavior in Sustainable Product Markets: A Structural Equation Modeling Approach with Partial Least Squares Analysis," Sustainability, MDPI, vol. 16(8), pages 1-24, April.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:8:p:3400-:d:1378309
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/8/3400/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/8/3400/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Marvin K. Opler, 1961. "Book Reviews : A THEORY OF COGNITIVE DISSONANCE. By Leon Festinger. Evanston, Illinois: Row, Peterson & Company, 1957. Pp. 291. Price, $5.25. PERSONALITY AND PERSUASIBILITY. Edited by Carl I. Hovland ," International Journal of Social Psychiatry, , vol. 7(3), pages 237-238, June.
    2. repec:cdl:uctcwp:qt0rm449sx is not listed on IDEAS
    3. repec:cdl:uctcwp:qt9569k1sz is not listed on IDEAS
    4. Yang Zhao & Guojun Ji & Yue Jiang & Xiaopei Dai, 2020. "Strategic Customer Behavior and Pricing Strategy Based on the Horizontal Differentiation of Products," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-13, January.
    5. Zixuan Zeng & Zixuan Zeng & Thammanoon Hengsadeekul, 2020. "Environmental issues and social responsibility: a scientomeric analysis using citespace," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(2), pages 1419-1436, December.
    6. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mitra Madanchian, 2024. "Generative AI for Consumer Behavior Prediction: Techniques and Applications," Sustainability, MDPI, vol. 16(22), pages 1-21, November.
    2. Abdulrahman Almalki & Yousef Basodan & Helmi Boshnak, 2025. "The Mediating Role of Conscientiousness in the Relationship Between Auditors’ Ethical Idealism and Fraud Detection," JRFM, MDPI, vol. 18(5), pages 1-24, May.
    3. Mayra Samaniego-Arias & Eva Chávez-Rojas & Andrés García-Umaña & Nelson Carrión-Bósquez & Oscar Ortiz-Regalado & Mary Llamo-Burga & Wilfredo Ruiz-García & Santiago Guerrero-Haro & Wladimir Cando-Aguin, 2025. "The Impact of Social Media on the Purchase Intention of Organic Products," Sustainability, MDPI, vol. 17(6), pages 1-16, March.
    4. Nasser Ali M. Khalufi & Riyaz Abdullah Sheikh & Syed Md Faisal Ali Khan & Choo Wou Onn, 2025. "Evaluating the Impact of Sustainability Practices on Customer Relationship Quality: An SEM-PLS Approach to Align with SDG," Sustainability, MDPI, vol. 17(2), pages 1-27, January.
    5. Pituwela Kankanamge Chamari Dinesha & Prof. P. G. S. Amila Jayarathne & Dr. Galdolage, B.S., 2024. "A Systematic Literature Review on the Attitude-Behaviour Divides in Favour of Sustainable Consumption," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(11), pages 2504-2514, November.
    6. Bianca Antonela Ungureanu & Andy Felix Jităreanu & George Ungureanu & Carmen Luiza Costuleanu & Gabriela Ignat & Ioan Prigoreanu & Elena Leonte, 2025. "Analysis of Food Purchasing Behavior and Sustainable Consumption in the North-East Region of Romania: A PLS-SEM Approach," Sustainability, MDPI, vol. 17(6), pages 1-35, March.
    7. Geovanna García-Roldán & Nelson Carrión-Bósquez & Andrés García-Umaña & Oscar Ortiz-Regalado & Santiago Medina-Miranda & Rubén Marchena-Chanduvi & Mary Llamo-Burga & Ignacio López-Pastén & Iván Veas G, 2025. "Digital Social Influence and Its Impact on the Attitude of Organic Product Consumers," Sustainability, MDPI, vol. 17(16), pages 1-20, August.
    8. Marko Šostar & Vladimir Ristanović, 2024. "Evaluating Consumer Preferences for Sustainable Products: A Comparative Study Across Five Countries," World, MDPI, vol. 5(4), pages 1-19, December.
    9. Abdulrahman Alhazemi, 2025. "Integrating ESG Framework with Social Sustainability Metrics: A Dual SEM-PLS Formative–Reflective Model Perspective," Sustainability, MDPI, vol. 17(6), pages 1-27, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Morais, Ana Catarina & Ishida, Akira & Matsuda, Ruriko, 2024. "Ethical food consumption drivers in Japan. A S–O-R framework application using PLS-SEM with a MGA assessment based on clustering," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    2. Wei Zheng & Hongliang Qiu & Alastair M. Morrison, 2023. "Applying a Combination of SEM and fsQCA to Predict Tourist Resource-Saving Behavioral Intentions in Rural Tourism: An Extension of the Theory of Planned Behavior," IJERPH, MDPI, vol. 20(2), pages 1-23, January.
    3. Hsu, Chia-Lin & Chang, Chi-Ya & Yansritakul, Chutinart, 2017. "Exploring purchase intention of green skincare products using the theory of planned behavior: Testing the moderating effects of country of origin and price sensitivity," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 145-152.
    4. Jaiswal, Deepak & Kant, Rishi, 2018. "Green purchasing behaviour: A conceptual framework and empirical investigation of Indian consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 60-69.
    5. Sandile Mkhize & Debbie Ellis, 2024. "Organic consumption as a means to achieve sustainable development goals and agenda 2063," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5181-5192, October.
    6. Farrukh Rafiq & Mohd Adil & Mohd Sadiq, 2022. "Does Contextual Factor Influence Travelers’ Towel Reuse Behavior? Insights from Circular Economy," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    7. Munazza Saeed & Arhum Ahmed & Erhan Boğan & Osman Abul & Ahmad Qammar, 2025. "‘Buying green’: the role of green customer-based brand equity in shaping customers’ green buying behavior," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(3), pages 5981-5997, March.
    8. Menrad, K. & Emberger-Klein, A. & Schops, J., 2018. "Factors influencing consumers behavioral intention towards climate-friendly food consumption in Southern Germany," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277108, International Association of Agricultural Economists.
    9. Maria Rodrigues & João F. Proença & Rita Macedo, 2023. "Determinants of the Purchase of Secondhand Products: An Approach by the Theory of Planned Behaviour," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    10. Eva M. Murgado-Armenteros & María Gutierrez-Salcedo & Francisco José Torres-Ruiz, 2020. "The Concern about Biodiversity as a Criterion for the Classification of the Sustainable Consumer: A Cross-Cultural Approach," Sustainability, MDPI, vol. 12(8), pages 1-14, April.
    11. Xingwei Li & Jiachi Dai & Xiaowen Zhu & Jingru Li & Jinrong He & Yicheng Huang & Xiang Liu & Qiong Shen, 2023. "Mechanism of attitude, subjective norms, and perceived behavioral control influence the green development behavior of construction enterprises," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    12. Jinsoo Hwang & Hyunjoon Kim, 2019. "Consequences of a green image of drone food delivery services: The moderating role of gender and age," Business Strategy and the Environment, Wiley Blackwell, vol. 28(5), pages 872-884, July.
    13. Shah, Sayed Kifayat & Zhongjun, Tang & Sattar, Abdul & XinHao, Zhou, 2021. "Consumer's intention to purchase 5G: Do environmental awareness, environmental knowledge and health consciousness attitude matter?," Technology in Society, Elsevier, vol. 65(C).
    14. Yadav, Rambalak & Pathak, Govind S., 2017. "Determinants of Consumers' Green Purchase Behavior in a Developing Nation: Applying and Extending the Theory of Planned Behavior," Ecological Economics, Elsevier, vol. 134(C), pages 114-122.
    15. Changjoon Lee & Soyoun Lim & Byoungchun Ha, 2021. "Green Supply Chain Management and Its Impact on Consumer Purchase Decision as a Marketing Strategy: Applying the Theory of Planned Behavior," Sustainability, MDPI, vol. 13(19), pages 1-16, October.
    16. Sandra Ferreira & Olga Pereira, 2023. "Antecedents of Consumers’ Intention and Behavior to Purchase Organic Food in the Portuguese Context," Sustainability, MDPI, vol. 15(12), pages 1-13, June.
    17. José Alberto Martínez-González & Carmen D. Álvarez-Albelo, 2021. "Influence of Site Personalization and First Impression on Young Consumers’ Loyalty to Tourism Websites," Sustainability, MDPI, vol. 13(3), pages 1-17, January.
    18. Juan Antonio Jimber del Río & Ricardo David Hernández-Rojas & Virginia Navajas-Romero & Amalia Hidalgo-Fernández, 2020. "The Loyalty of Tourism in Synagogues: The Special Case of the Synagogue of Córdoba," IJERPH, MDPI, vol. 17(12), pages 1-18, June.
    19. Manoj Krishnan Cg & Arun G, 2024. "A study on environmental prosocial attitudes to green consumption values, openness to green communication, and its relationship with buying behavior," Post-Print hal-04991813, HAL.
    20. Naman Sreen & Swetarupa Chatterjee & Seema Bhardwaj & Asmita Chitnis, 2023. "Reasons and intuitions: extending behavioural reasoning theory to determine green purchase behavior," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 20(2), pages 447-475, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:16:y:2024:i:8:p:3400-:d:1378309. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.