IDEAS home Printed from https://ideas.repec.org/a/eee/transe/v134y2020ics1366554519304636.html
   My bibliography  Save this article

Innovative green product diffusion through word of mouth

Author

Listed:
  • Hong, Zhaofu
  • Li, Mengfan
  • Han, Xiaoya
  • He, Xuhuai

Abstract

Green products are gaining popularity because of their environmental friendliness compared with conventional products. This study examines a word-of-mouth (WOM) diffusion problem of a newly launched green product and investigates the effects of consumers’ environmental awareness (CEA). Analytical results show that CEA significantly affects green product diffusion in terms of firms’ pricing strategies and market shares. The market structure also has effects on diffusing a green product: the pricing strategies and environmental performance of diffusing a green product in a Bertrand competition market are different from those in a Stackelberg game market. When considering green-design decision, it is interesting to show that the green product’s price decreases with the increase of CEA, which is contrary to the pricing strategy without green design. From the numerical study of the CEA-featured WOM diffusion case, we find that CEA-featured WOM does not affect the pricing strategies of the green and conventional products, but does have a significant impact on the market shares of both products.

Suggested Citation

  • Hong, Zhaofu & Li, Mengfan & Han, Xiaoya & He, Xuhuai, 2020. "Innovative green product diffusion through word of mouth," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 134(C).
  • Handle: RePEc:eee:transe:v:134:y:2020:i:c:s1366554519304636
    DOI: 10.1016/j.tre.2019.101833
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1366554519304636
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tre.2019.101833?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. Wander Jager & Marco A. Janssen, 2002. "Stimulating diffusion of green products," Journal of Evolutionary Economics, Springer, vol. 12(3), pages 283-306.
    2. Ye Lu & Youhua (Frank) Chen & Miao Song & Xiaoming Yan, 2014. "Optimal Pricing and Inventory Control Policy with Quantity-Based Price Differentiation," Operations Research, INFORMS, vol. 62(3), pages 512-523, June.
    3. Frank M. Bass & Trichy V. Krishnan & Dipak C. Jain, 1994. "Why the Bass Model Fits without Decision Variables," Marketing Science, INFORMS, vol. 13(3), pages 203-223.
    4. Marta Jakowczyk & João Quariguasi Frota Neto & Andrew Gibson & Luk N. Van Wassenhove, 2017. "Understanding the market for remanufactured products: what can we learn from online trading and Web search sites?," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3465-3479, June.
    5. Du, Shaofu & Wang, Lei & Hu, Li & Zhu, Yangguang, 2019. "Platform-led green advertising: Promote the best or promote by performance," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 115-131.
    6. Aust, Gerhard & Buscher, Udo, 2014. "Cooperative advertising models in supply chain management: A review," European Journal of Operational Research, Elsevier, vol. 234(1), pages 1-14.
    7. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    8. Yenipazarli, Arda, 2016. "Managing new and remanufactured products to mitigate environmental damage under emissions regulation," European Journal of Operational Research, Elsevier, vol. 249(1), pages 117-130.
    9. Chialin Chen, 2001. "Design for the Environment: A Quality-Based Model for Green Product Development," Management Science, INFORMS, vol. 47(2), pages 250-263, February.
    10. Hong, Zhaofu & Guo, Xiaolong, 2019. "Green product supply chain contracts considering environmental responsibilities," Omega, Elsevier, vol. 83(C), pages 155-166.
    11. 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.
    12. Hong, Zhaofu & Wang, Hao & Yu, Yugang, 2018. "Green product pricing with non-green product reference," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 115(C), pages 1-15.
    13. Choi, Tsan-Ming & Chow, Pui-Sze & Xiao, Tiaojun, 2012. "Electronic price-testing scheme for fashion retailing with information updating," International Journal of Production Economics, Elsevier, vol. 140(1), pages 396-406.
    14. Liu, Yongchao & Xu, Huifu & Yang, Shu-Jung Sunny & Zhang, Jin, 2018. "Distributionally robust equilibrium for continuous games: Nash and Stackelberg models," European Journal of Operational Research, Elsevier, vol. 265(2), pages 631-643.
    15. Gao, Jingzhe & Xiao, Zhongdong & Cao, Binbin & Chai, Qiangfei, 2018. "Green supply chain planning considering consumer’s transportation process," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 109(C), pages 311-330.
    16. Meade, Nigel & Islam, Towhidul, 2006. "Modelling and forecasting the diffusion of innovation - A 25-year review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 519-545.
    17. Ferrer, Geraldo & Swaminathan, Jayashankar M., 2010. "Managing new and differentiated remanufactured products," European Journal of Operational Research, Elsevier, vol. 203(2), pages 370-379, June.
    18. Yalabik, Baris & Fairchild, Richard J., 2011. "Customer, regulatory, and competitive pressure as drivers of environmental innovation," International Journal of Production Economics, Elsevier, vol. 131(2), pages 519-527, June.
    19. Dong, Ciwei & Liu, Qingyu & Shen, Bin, 2019. "To be or not to be green? Strategic investment for green product development in a supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 193-227.
    20. Diaz-Rainey, Ivan & Tzavara, Dionisia, 2012. "Financing the decarbonized energy system through green electricity tariffs: A diffusion model of an induced consumer environmental market," Technological Forecasting and Social Change, Elsevier, vol. 79(9), pages 1693-1704.
    21. Chang Hwan Lee & Tsan‐Ming Choi & T.C.E. Cheng, 2015. "Selling to strategic and loss‐averse consumers: Stocking, procurement, and product design policies," Naval Research Logistics (NRL), John Wiley & Sons, vol. 62(6), pages 435-453, September.
    22. Peres, Renana & Muller, Eitan & Mahajan, Vijay, 2010. "Innovation diffusion and new product growth models: A critical review and research directions," International Journal of Research in Marketing, Elsevier, vol. 27(2), pages 91-106.
    23. Joe A. Dodson, Jr. & Eitan Muller, 1978. "Models of New Product Diffusion Through Advertising and Word-of-Mouth," Management Science, INFORMS, vol. 24(15), pages 1568-1578, November.
    24. Teck-Hua Ho & Sergei Savin & Christian Terwiesch, 2002. "Managing Demand and Sales Dynamics in New Product Diffusion Under Supply Constraint," Management Science, INFORMS, vol. 48(2), pages 187-206, February.
    25. Chengde Zheng & Xiaofeng Yu & Qiming Jin, 2017. "How user relationships affect user perceived value propositions of enterprises on social commerce platforms," Information Systems Frontiers, Springer, vol. 19(6), pages 1261-1271, December.
    26. Zhaofu Hong & Hao Wang & Yeming Gong, 2019. "Green product design considering functional-product reference," Post-Print hal-02312293, HAL.
    27. Saed Alizamir & Francis de Véricourt & Peng Sun, 2016. "Efficient Feed-In-Tariff Policies for Renewable Energy Technologies," Operations Research, INFORMS, vol. 64(1), pages 52-66, February.
    28. Guo, Shu & Choi, Tsan-Ming & Shen, Bin, 2020. "Green product development under competition: A study of the fashion apparel industry," European Journal of Operational Research, Elsevier, vol. 280(2), pages 523-538.
    29. Shlomo Kalish, 1985. "A New Product Adoption Model with Price, Advertising, and Uncertainty," Management Science, INFORMS, vol. 31(12), pages 1569-1585, December.
    30. Fan, Zhi-Ping & Che, Yu-Jie & Chen, Zhen-Yu, 2017. "Product sales forecasting using online reviews and historical sales data: A method combining the Bass model and sentiment analysis," Journal of Business Research, Elsevier, vol. 74(C), pages 90-100.
    31. Yan, Xiaoming & Liu, Ke, 2009. "Optimal control problems for a new product with word-of-mouth," International Journal of Production Economics, Elsevier, vol. 119(2), pages 402-414, June.
    32. Wenjing Shen & Izak Duenyas & Roman Kapuscinski, 2014. "Optimal Pricing, Production, and Inventory for New Product Diffusion Under Supply Constraints," Manufacturing & Service Operations Management, INFORMS, vol. 16(1), pages 28-45, February.
    33. Elham Falatoonitoosi & Shamsuddin Ahmed & Shahryar Sorooshian, 2014. "A Multicriteria Framework to Evaluate Supplier’s Greenness," Abstract and Applied Analysis, Hindawi, vol. 2014, pages 1-12, March.
    34. Teck-Hua Ho & Sergei Savin & Christian Terwiesch, 2011. "Note: A Reply to "New Product Diffusion Decisions Under Supply Constraints"," Management Science, INFORMS, vol. 57(10), pages 1811-1812, October.
    35. Yuangao Chen & Shuiqing Yang & Zhoujing Wang, 2016. "Service cooperation and marketing strategies of infomediary and online retailer with eWOM effect," Information Technology and Management, Springer, vol. 17(2), pages 109-118, June.
    36. Hong, Zhaofu & Wang, Hao & Gong, Yeming, 2019. "Green product design considering functional-product reference," International Journal of Production Economics, Elsevier, vol. 210(C), pages 155-168.
    37. Lee, Hyejun & Lee, Dong Il & Kim, Taeho & Lee, Juhyun, 2013. "The moderating role of socio-semantic networks on online buzz diffusion," Journal of Business Research, Elsevier, vol. 66(9), pages 1367-1374.
    38. Dai, Rui & Zhang, Jianxiong, 2017. "Green process innovation and differentiated pricing strategies with environmental concerns of South-North markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 98(C), pages 132-150.
    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. Dexiang Yang & Qin Yang & Lei Zhang, 2023. "Operational Decisions on Remanufacturing under the Product Innovation Race," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    2. Zhang, Tianyu & Dong, Peiwu & Chen, Xiangfeng & Gong, Yu, 2023. "The impacts of blockchain adoption on a dual-channel supply chain with risk-averse members," Omega, Elsevier, vol. 114(C).
    3. Han, Xiaoya & Khouja, Moutaz & Liu, Xin, 2023. "A dynamic model considering consumer green awareness and environmental subsidy," International Journal of Production Economics, Elsevier, vol. 260(C).
    4. Subodh Dubey & Ishant Sharma & Sabyasachee Mishra & Oded Cats & Prateek Bansal, 2021. "A General Framework to Forecast the Adoption of Novel Products: A Case of Autonomous Vehicles," Papers 2109.06169, arXiv.org.
    5. Wang, Yitong & Fan, Ruguo & Du, Kang & Bao, Xuguang, 2023. "Exploring incentives to promote electric vehicles diffusion under subsidy abolition: An evolutionary analysis on multiplex consumer social networks," Energy, Elsevier, vol. 276(C).
    6. Kalisri Logeswaran Aravindan & Thurasamy Ramayah & Munusamy Thavanethen & Murali Raman & Narinasamy Ilhavenil & Sanmugam Annamalah & Yap Voon Choong, 2023. "Modeling Positive Electronic Word of Mouth and Purchase Intention Using Theory of Consumption Value," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
    7. Awasthy, Prakash & Gouda, Sirish & Ghosh, Debabrata & Swami, Sanjeev, 2022. "Analyzing product greening spillovers in multi-product markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    8. Dubey, Subodh & Sharma, Ishant & Mishra, Sabyasachee & Cats, Oded & Bansal, Prateek, 2022. "A General Framework to Forecast the Adoption of Novel Products: A Case of Autonomous Vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 165(C), pages 63-95.
    9. Ying Yan Tan & Rosmini Omar, 2022. "Green Practices and Innovations of Traditional Chinese Medicine (TCM) Industry in Singapore: Idea Worth Sharing," Sustainability, MDPI, vol. 14(18), pages 1-38, September.
    10. Ren, Da & Guo, Rui & Lan, Yanfei & Shang, Changjing, 2021. "Shareholding strategies for selling green products on online platforms in a two-echelon supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    11. Xiaoxi Zhu & Changhui Yang & Kai Liu & Rui Zhang & Qingquan Jiang, 2022. "Cooperation and decision making in a two-sided market motivated by the externality of a third-party social media platform," Annals of Operations Research, Springer, vol. 316(1), pages 117-142, September.
    12. Kyuhyeon Joo & Junghoon (Jay) Lee & Jinsoo Hwang, 2022. "NAM and TPB Approach to Consumers’ Decision-Making Framework in the Context of Indoor Smart Farm Restaurants," IJERPH, MDPI, vol. 19(21), pages 1-18, November.
    13. Md. Nekmahmud & Maria Fekete-Farkas, 2020. "Why Not Green Marketing? Determinates of Consumers’ Intention to Green Purchase Decision in a New Developing Nation," Sustainability, MDPI, vol. 12(19), pages 1-31, September.

    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. Kelei Xue & Guohua Sun & Yuyan Wang & Shuiye Niu, 2021. "Optimal Pricing and Green Product Design Strategies in a Sustainable Supply Chain Considering Government Subsidy and Different Channel Power Structures," Sustainability, MDPI, vol. 13(22), pages 1-26, November.
    2. Bin Shen & Yifan Cao & Xiaoyan Xu, 2020. "Product line design and quality differentiation for green and non-green products in a supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 148-164, January.
    3. Zhang, Ranran & Ma, Weimin & Si, Hongyun & Liu, Jinjin & Liao, Le, 2021. "Cooperative game analysis of coordination mechanisms under fairness concerns of a green retailer," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    4. Ren, Da & Guo, Rui & Lan, Yanfei & Shang, Changjing, 2021. "Shareholding strategies for selling green products on online platforms in a two-echelon supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    5. Junbin Wang & Xuan Gao & Zhiguo Wang, 2021. "Sustainable Supply Chain Decisions under E-Commerce Platform Marketplace with Competition," Sustainability, MDPI, vol. 13(8), pages 1-23, April.
    6. Hongmin Li & Dieter Armbruster & Karl G. Kempf, 2013. "A Population-Growth Model for Multiple Generations of Technology Products," Manufacturing & Service Operations Management, INFORMS, vol. 15(3), pages 343-360, July.
    7. Yan Zhang & Wen Zhang, 2023. "Optimal pricing and greening decisions in a supply chain when considering market segmentation," Annals of Operations Research, Springer, vol. 324(1), pages 93-130, May.
    8. Negahban, Ashkan & Smith, Jeffrey S., 2018. "Optimal production-sales policies and entry time for successive generations of new products," International Journal of Production Economics, Elsevier, vol. 199(C), pages 220-232.
    9. Wang, Min & Huang, Hongfu & Liu, Feng, 2023. "To adapt or to standardize? Cross-market green product design under parallel importation impact," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 174(C).
    10. Elmar Kiesling & Markus Günther & Christian Stummer & Lea Wakolbinger, 2012. "Agent-based simulation of innovation diffusion: a review," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 20(2), pages 183-230, June.
    11. Zhaofu Hong & Hao Wang & Yeming Gong, 2019. "Green product design considering functional-product reference," Post-Print hal-02312293, HAL.
    12. Hongmin Li, 2020. "Optimal Pricing Under Diffusion-Choice Models," Operations Research, INFORMS, vol. 68(1), pages 115-133, January.
    13. Huang, Hongfu & Xing, Xinjie & He, Yong & Gu, Xiaoyu, 2020. "Combating greenwashers in emerging markets: A game-theoretical exploration of firms, customers and government regulations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 140(C).
    14. Kaldasch, Joachim, 2015. "The Product Life Cycle of Durable Goods," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 10(2), pages 1-17.
    15. Singhal, Shakshi & Anand, Adarsh & Singh, Ompal, 2020. "Studying dynamic market size-based adoption modeling & product diffusion under stochastic environment," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    16. Wenjing Shen & Izak Duenyas & Roman Kapuscinski, 2014. "Optimal Pricing, Production, and Inventory for New Product Diffusion Under Supply Constraints," Manufacturing & Service Operations Management, INFORMS, vol. 16(1), pages 28-45, February.
    17. Barnes, Belinda & Southwell, Darren & Bruce, Sarah & Woodhams, Felicity, 2014. "Additionality, common practice and incentive schemes for the uptake of innovations," Technological Forecasting and Social Change, Elsevier, vol. 89(C), pages 43-61.
    18. Bin Hu & Zhankun Sun, 2022. "Managing Self-Replicating Innovative Goods," Management Science, INFORMS, vol. 68(1), pages 399-419, January.
    19. Eryn Juan He & Joel Goh, 2022. "Profit or Growth? Dynamic Order Allocation in a Hybrid Workforce," Management Science, INFORMS, vol. 68(8), pages 5891-5906, August.
    20. Vahideh Manshadi & Sidhant Misra & Scott Rodilitz, 2020. "Diffusion in Random Networks: Impact of Degree Distribution," Operations Research, INFORMS, vol. 68(6), pages 1722-1741, November.

    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:eee:transe:v:134:y:2020:i:c:s1366554519304636. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600244/description#description .

    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.