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Sustainability disclosure for container shipping: A text-mining approach

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  • Zhou, Yusheng
  • Wang, Xueqin
  • Yuen, Kum Fai

Abstract

Due to the increasing focus on green consumerism, sustainability disclosure—company informing its stakeholders of its involvement in sustainability—is an integral part of stakeholder management. Nevertheless, the sustainability reports published by container shipping companies exhibit unique structures and content. Existing sustainability disclosure frameworks are generic and do not cater to B2B industries, such as container shipping. Moreover, limited studies have been conducted to explore the sustainability disclosure framework of the container shipping industry. With a hierarchical unsupervised text-mining method, the latent information of major listed container shipping companies' sustainability reports has been explored. A unified framework is produced comprising three primary dimensions: employee training and management, sustainable business management, and sustainable shipping operation. Each primary dimension has three secondary sub-dimensions. Theoretically, this research uncovers themes and patterns on how container shipping companies disclose sustainability. Managerially, this research guides container shipping companies on preparing and organizing sustainability disclosure. For regulators, policymakers, and global investors, this research also provides implications on evaluating container shipping companies’ sustainability performance and serves as a benchmark against broader sustainability goals such as sustainable development goals (SDGs).

Suggested Citation

  • Zhou, Yusheng & Wang, Xueqin & Yuen, Kum Fai, 2021. "Sustainability disclosure for container shipping: A text-mining approach," Transport Policy, Elsevier, vol. 110(C), pages 465-477.
  • Handle: RePEc:eee:trapol:v:110:y:2021:i:c:p:465-477
    DOI: 10.1016/j.tranpol.2021.06.020
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    References listed on IDEAS

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    1. Zhaochen Wang & Jingbo Yin, 2020. "Risk assessment of inland waterborne transportation using data mining," Maritime Policy & Management, Taylor & Francis Journals, vol. 47(5), pages 633-648, July.
    2. Paul Tae-Woo Lee & Oh Kyoung Kwon & Xiao Ruan, 2019. "Sustainability Challenges in Maritime Transport and Logistics Industry and Its Way Ahead," Sustainability, MDPI, vol. 11(5), pages 1-9, March.
    3. Dongwook Kim & Sungbum Kim, 2017. "Sustainable Supply Chain Based on News Articles and Sustainability Reports: Text Mining with Leximancer and DICTION," Sustainability, MDPI, vol. 9(6), pages 1-44, June.
    4. Leacky Muchene & Wende Safari, 2021. "Two-stage topic modelling of scientific publications: A case study of University of Nairobi, Kenya," PLOS ONE, Public Library of Science, vol. 16(1), pages 1-20, January.
    5. Selena Aureli & Renato Medei & Enrico Supino & Claudio Travaglini, 2016. "Sustainability Disclosure after a Crisis: A Text Mining Approach," International Journal of Social Ecology and Sustainable Development (IJSESD), IGI Global, vol. 7(1), pages 35-49, January.
    6. Orazalin, Nurlan & Mahmood, Monowar, 2018. "Economic, environmental, and social performance indicators of sustainability reporting: Evidence from the Russian oil and gas industry," Energy Policy, Elsevier, vol. 121(C), pages 70-79.
    7. Lawrence Loh & Thomas Thomas & Yu Wang, 2017. "Sustainability Reporting and Firm Value: Evidence from Singapore-Listed Companies," Sustainability, MDPI, vol. 9(11), pages 1-12, November.
    8. Babu, Nishat & De Roeck, Kenneth & Raineri, Nicolas, 2020. "Hypocritical organizations: Implications for employee social responsibility," Journal of Business Research, Elsevier, vol. 114(C), pages 376-384.
    9. Francesca De Battisti & Alfio Ferrara & Silvia Salini, 2015. "A decade of research in statistics: a topic model approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(2), pages 413-433, May.
    10. Yuen, Kum Fai & Wang, Xueqin & Wong, Yiik Diew & Zhou, Qingji, 2018. "The effect of sustainable shipping practices on shippers’ loyalty: The mediating role of perceived value, trust and transaction cost," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 116(C), pages 123-135.
    11. Taih-Cherng Lirn & Hsiao-Wen Lin & Kuo-Chung Shang, 2014. "Green shipping management capability and firm performance in the container shipping industry," Maritime Policy & Management, Taylor & Francis Journals, vol. 41(2), pages 159-175, March.
    12. Yuen, Kum Fai & Wang, Xueqin & Wong, Yiik Diew & Li, Kevin X., 2020. "The role of stakeholder participation and sustainability integration in maritime transport: A structure-conduct-performance analysis," Transport Policy, Elsevier, vol. 99(C), pages 44-53.
    13. Lee, Chung-Yee & Song, Dong-Ping, 2017. "Ocean container transport in global supply chains: Overview and research opportunities," Transportation Research Part B: Methodological, Elsevier, vol. 95(C), pages 442-474.
    14. Sung-Ho Shin & Oh Kyoung Kwon & Xiao Ruan & Prem Chhetri & Paul Tae-Woo Lee & Shahrooz Shahparvari, 2018. "Analyzing Sustainability Literature in Maritime Studies with Text Mining," Sustainability, MDPI, vol. 10(10), pages 1-19, September.
    15. Ng, ManWo, 2015. "Container vessel fleet deployment for liner shipping with stochastic dependencies in shipping demand," Transportation Research Part B: Methodological, Elsevier, vol. 74(C), pages 79-87.
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    1. Wullianallur Raghupathi & Sarah Jinhui Wu & Viju Raghupathi, 2023. "Understanding Corporate Sustainability Disclosures from the Securities Exchange Commission Filings," Sustainability, MDPI, vol. 15(5), pages 1-32, February.
    2. Enxin Chi & Bao Jiang & Luyao Peng & Yu Zhong, 2022. "Uncertain Network DEA Models with Imprecise Data for Sustainable Efficiency Evaluation of Decentralized Marine Supply Chain," Energies, MDPI, vol. 15(15), pages 1-16, July.
    3. Li, Xue & Zhou, Yusheng & Yuen, Kum Fai, 2022. "A systematic review on seafarer health: Conditions, antecedents and interventions," Transport Policy, Elsevier, vol. 122(C), pages 11-25.
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    5. Suneet Singh & Ashish Dwivedi & Saurabh Pratap, 2023. "Sustainable Maritime Freight Transportation: Current Status and Future Directions," Sustainability, MDPI, vol. 15(8), pages 1-23, April.
    6. Schallehn, Frauke & Valogianni, Konstantina, 2022. "Sustainability awareness and smart meter privacy concerns: The cases of US and Germany," Energy Policy, Elsevier, vol. 161(C).

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