IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v26y2024i11d10.1007_s10668-023-03804-x.html
   My bibliography  Save this article

Exploring customers’ purchasing behavior toward refurbished mobile phones: a cross-cultural opinion mining of amazon reviews

Author

Listed:
  • Atiyeh Seifian

    (Shahid Beheshti University)

  • Sajjad Shokouhyar

    (Australian Institute of Business)

  • Mohamad Bahrami

    (Tehran University)

Abstract

The higher levels of technology-driven consumption, especially the rapid replacement of mobile phones, have recently led to ecological imbalance due to the growth of electronic waste generation in both developed and developing societies. Refurbishing mobile phones can contribute significantly to reducing electronic waste and conserving natural resources by extending the lifespan of mobile phones. In this vein, further adoption of such devices can be considered a significant opportunity. Nonetheless, consumer purchasing behavior differs in various socio-cultural settings. Therefore, to better identify such differences in consumers’ needs and the influencing factors on their actual behavior toward refurbished mobile phones in the USA and India (two diverse societies), this cross-cultural study applies a confirmatory aspect-level opinion mining method to analyze customer comments collected from Amazon.com and Amazon.in. According to the results obtained, American and Indian customers show various attention levels and emotional inclinations concerning the same pre-specified aspect category of this study. American consumers mention features related to product characteristics of refurbished phones (e.g., battery, camera, screen, etc.) more than Indian customers (26.7% difference on percent of total), while Indians mostly emphasize on unsatisfactory experiences of these features. On the other hand, in India, seller-related aspects, including seller’s reputation, warranty, and packaging are of higher importance (37.2% of total) when compared to the USA (17.8% of total). Moreover, considering the customer-related category, it can be concluded that environmental incentives are stronger for American customers, whereas Indian customers are highly motivated by financial motivators. Eventually, remanufacturers and marketing management can apply the research findings to develop appropriate product development and marketing strategies in both developed and developing countries.

Suggested Citation

  • Atiyeh Seifian & Sajjad Shokouhyar & Mohamad Bahrami, 2024. "Exploring customers’ purchasing behavior toward refurbished mobile phones: a cross-cultural opinion mining of amazon reviews," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 28131-28159, November.
  • Handle: RePEc:spr:endesu:v:26:y:2024:i:11:d:10.1007_s10668-023-03804-x
    DOI: 10.1007/s10668-023-03804-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-023-03804-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-023-03804-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Estrin, Saul & Nielsen, Bo B. & Nielsen, Sabina, 2017. "Emerging market multinational companies and internationalization: the role of home country urbanization," LSE Research Online Documents on Economics 68350, London School of Economics and Political Science, LSE Library.
    2. Shirdastian, Hamid & Laroche, Michel & Richard, Marie-Odile, 2019. "Using big data analytics to study brand authenticity sentiments: The case of Starbucks on Twitter," International Journal of Information Management, Elsevier, vol. 48(C), pages 291-307.
    3. Schneider, Matthew J. & Gupta, Sachin, 2016. "Forecasting sales of new and existing products using consumer reviews: A random projections approach," International Journal of Forecasting, Elsevier, vol. 32(2), pages 243-256.
    4. Frota Neto, João Quariguasi & Bloemhof, Jacqueline & Corbett, Charles, 2016. "Market prices of remanufactured, used and new items: Evidence from eBay," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 371-380.
    5. Martin Hilbert, 2016. "Big Data for Development: A Review of Promises and Challenges," Development Policy Review, Overseas Development Institute, vol. 34(1), pages 135-174, January.
    6. Ravi Subramanian & Ramanath Subramanyam, 2012. "Key Factors in the Market for Remanufactured Products," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 315-326, April.
    7. Alina Stankevich, 2017. "Explaining the Consumer Decision-Making Process: Critical Literature Review," Journal of International Business Research and Marketing, Inovatus Services Ltd., vol. 2(6), pages 7-14, September.
    8. Yong Liu & Zhen-juan Xia & Qian-qian Shi & Qian Xu, 2021. "Pricing and coordination of waste electrical and electronic equipment under third-party recycling in a closed-loop supply chain," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 12077-12094, August.
    9. Van Nguyen, Truong & Zhou, Li & Chong, Alain Yee Loong & Li, Boying & Pu, Xiaodie, 2020. "Predicting customer demand for remanufactured products: A data-mining approach," European Journal of Operational Research, Elsevier, vol. 281(3), pages 543-558.
    10. Phantratanamongkol, Supanan & Casalin, Fabrizio & Pang, Gu & Sanderson, Joseph, 2018. "The price-volume relationship for new and remanufactured smartphones," International Journal of Production Economics, Elsevier, vol. 199(C), pages 78-94.
    11. Obal, Michael & Kunz, Werner, 2016. "Cross-cultural differences in uses of online experts," Journal of Business Research, Elsevier, vol. 69(3), pages 1148-1156.
    12. Céline Michaud & Daniel Llerena, 2011. "Green consumer behaviour: an experimental analysis of willingness to pay for remanufactured products," Post-Print hal-01809083, HAL.
    13. Céline Michaud & Daniel Llerena, 2011. "Green consumer behaviour: an experimental analysis of willingness to pay for remanufactured products," Business Strategy and the Environment, Wiley Blackwell, vol. 20(6), pages 408-420, September.
    14. Alain Yee Loong Chong & Eugene Ch’ng & Martin J. Liu & Boying Li, 2017. "Predicting consumer product demands via Big Data: the roles of online promotional marketing and online reviews," International Journal of Production Research, Taylor & Francis Journals, vol. 55(17), pages 5142-5156, September.
    15. Hazen, Benjamin T. & Overstreet, Robert E. & Jones-Farmer, L. Allison & Field, Hubert S., 2012. "The role of ambiguity tolerance in consumer perception of remanufactured products," International Journal of Production Economics, Elsevier, vol. 135(2), pages 781-790.
    16. Park, Cheol & Lee, Thae Min, 2009. "Antecedents of Online Reviews' Usage and Purchase Influence: An Empirical Comparison of U.S. and Korean Consumers," Journal of Interactive Marketing, Elsevier, vol. 23(4), pages 332-340.
    17. Kuan Siew Khor & Benjamin T. Hazen, 2017. "Remanufactured products purchase intentions and behaviour: Evidence from Malaysia," International Journal of Production Research, Taylor & Francis Journals, vol. 55(8), pages 2149-2162, April.
    18. Chibuike Kingsley Nduneseokwu & Ying Qu & Andrea Appolloni, 2017. "Factors Influencing Consumers’ Intentions to Participate in a Formal E-Waste Collection System: A Case Study of Onitsha, Nigeria," Sustainability, MDPI, vol. 9(6), pages 1-17, May.
    19. Karishma Chaudhary & Prem Vrat, 2020. "Circular economy model of gold recovery from cell phones using system dynamics approach: a case study of India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(1), pages 173-200, January.
    20. Sreen, Naman & Purbey, Shankar & Sadarangani, Pradip, 2018. "Impact of culture, behavior and gender on green purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 177-189.
    21. Cleveland, Mark & Rojas-Méndez, José I. & Laroche, Michel & Papadopoulos, Nicolas, 2016. "Identity, culture, dispositions and behavior: A cross-national examination of globalization and culture change," Journal of Business Research, Elsevier, vol. 69(3), pages 1090-1102.
    22. Nasiri, Mohammad Sadegh & Shokouhyar, Sajjad, 2021. "Actual consumers' response to purchase refurbished smartphones: Exploring perceived value from product reviews in online retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    23. Rao, Akshay R & Monroe, Kent B, 1988. "The Moderating Effect of Prior Knowledge on Cue Utilization in Product Evaluations," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 253-264, September.
    24. Androniki Kavoura & Damianos P. Sakas & Petros Tomaras, 2017. "Erratum to: Strategic Innovative Marketing," Springer Proceedings in Business and Economics, in: Androniki Kavoura & Damianos P. Sakas & Petros Tomaras (ed.), Strategic Innovative Marketing, pages E1-E1, Springer.
    25. Erevelles, Sunil & Fukawa, Nobuyuki & Swayne, Linda, 2016. "Big Data consumer analytics and the transformation of marketing," Journal of Business Research, Elsevier, vol. 69(2), pages 897-904.
    26. Verma, Sanjeev & Yadav, Neha, 2021. "Past, Present, and Future of Electronic Word of Mouth (EWOM)," Journal of Interactive Marketing, Elsevier, vol. 53(C), pages 111-128.
    27. Estrin, Saul & Nielsen, Bo B. & Nielsen, Sabina, 2017. "Emerging Market Multinational Companies and Internationalization: The Role of Home Country Urbanization," Journal of International Management, Elsevier, vol. 23(3), pages 326-339.
    28. Prahinski, Carol & Kocabasoglu, Canan, 2006. "Empirical research opportunities in reverse supply chains," Omega, Elsevier, vol. 34(6), pages 519-532, December.
    Full references (including those not matched with items on IDEAS)

    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. Seoyoon Lee & Minjung Kwak, 2020. "Consumer Valuation of Remanufactured Products: A Comparative Study of Product Categories and Business Models," Sustainability, MDPI, vol. 12(18), pages 1-29, September.
    2. Nasiri, Mohammad Sadegh & Shokouhyar, Sajjad, 2021. "Actual consumers' response to purchase refurbished smartphones: Exploring perceived value from product reviews in online retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    3. Phantratanamongkol, Supanan & Casalin, Fabrizio & Pang, Gu & Sanderson, Joseph, 2018. "The price-volume relationship for new and remanufactured smartphones," International Journal of Production Economics, Elsevier, vol. 199(C), pages 78-94.
    4. Quariguasi Frota Neto, João & Dutordoir, Marie, 2020. "Mapping the market for remanufacturing: An application of “Big Data” analytics," International Journal of Production Economics, Elsevier, vol. 230(C).
    5. Juana Camacho-Otero & Casper Boks & Ida Nilstad Pettersen, 2018. "Consumption in the Circular Economy: A Literature Review," Sustainability, MDPI, vol. 10(8), pages 1-25, August.
    6. Wang, Yacan & Zhu, Quan & Krikke, Harold & Hazen, Benjamin, 2020. "How product and process knowledge enable consumer switching to remanufactured laptop computers in circular economy," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    7. Kadri G Yilmaz & Sedat Belbag, 2016. "Prediction of Consumer Behavior Regarding Purchasing Remanufactured Products: A Logistics Regression Model," International Journal of Business and Social Research, LAR Center Press, vol. 6(2), pages 1-10, February.
    8. Zhu, Qinghua & Sarkis, Joseph & Lai, Kee-hung, 2015. "Reprint of “Supply chain-based barriers for truck-engine remanufacturing in China”," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 74(C), pages 94-108.
    9. Wang, Yacan & Hazen, Benjamin T., 2016. "Consumer product knowledge and intention to purchase remanufactured products," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 460-469.
    10. Kenichiro Chinen & Mitsutaka Matsumoto & Shaun McQuitty & Michikazu Kojima, 2022. "The mediating role of functionality orientation for purchasing remanufactured products: Cases in China, Indonesia, and Thailand," Journal of Industrial Ecology, Yale University, vol. 26(2), pages 536-547, April.
    11. Shanyong Wang & Jing Wang & Feng Yang & Yu Wang & Jun Li, 2018. "Consumer familiarity, ambiguity tolerance, and purchase behavior toward remanufactured products: The implications for remanufacturers," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1741-1750, December.
    12. Kadri G Yilmaz & Sedat Belbag, 2016. "Prediction of Consumer Behavior Regarding Purchasing Remanufactured Products: A Logistics Regression Model," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 6(2), pages 1-10, February.
    13. Mushahid Ali Shamsi & Imran Anwar & Asiya Chaudhary & Samreen Akhtar & Alam Ahmad, 2023. "Sustainable Transition through Circular Textile Products: An Empirical Study of Consumers’ Acceptance in India," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
    14. Barbara Bigliardi & Domenico Campisi & Giovanna Ferraro & Serena Filippelli & Francesco Galati & Alberto Petroni, 2020. "The Intention to Purchase Recycled Products: Towards an Integrative Theoretical Framework," Sustainability, MDPI, vol. 12(22), pages 1-20, November.
    15. I. Gåvertsson & L. Milios & C. Dalhammar, 2020. "Quality Labelling for Re-used ICT Equipment to Support Consumer Choice in the Circular Economy," Journal of Consumer Policy, Springer, vol. 43(2), pages 353-377, June.
    16. Kenichiro Chinen & Mitsutaka Matsumoto, 2021. "Indonesians’ Perceptions of Auto Parts Remanufactured in China: Implications for Global Remanufacturing Operations," Sustainability, MDPI, vol. 13(7), pages 1-16, April.
    17. Karina Cecilia Arredondo-Soto & Alejandro Jiménez-Zaragoza & Marco Augusto Miranda-Ackerman & Julio Blanco-Fernández & Alejandra García-Lechuga & Guadalupe Hernández-Escobedo & Jorge Luis García-Alcar, 2022. "Design and Repair Strategies Based on Product–Service System and Remanufacturing for Value Preservation," Sustainability, MDPI, vol. 14(14), pages 1-19, July.
    18. Daan Kabel & Mattias Elg & Erik Sundin, 2021. "Factors Influencing Sustainable Purchasing Behaviour of Remanufactured Robotic Lawn Mowers," Sustainability, MDPI, vol. 13(4), pages 1-17, February.
    19. Van Nguyen, Truong & Zhou, Li & Chong, Alain Yee Loong & Li, Boying & Pu, Xiaodie, 2020. "Predicting customer demand for remanufactured products: A data-mining approach," European Journal of Operational Research, Elsevier, vol. 281(3), pages 543-558.
    20. Karthik Murali & Michael K. Lim & Nicholas C. Petruzzi, 2019. "The Effects of Ecolabels and Environmental Regulation on Green Product Development," Manufacturing & Service Operations Management, INFORMS, vol. 21(3), pages 519-535, July.

    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:spr:endesu:v:26:y:2024:i:11:d:10.1007_s10668-023-03804-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.