IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v28y2020i4p897-921.html
   My bibliography  Save this article

Using text analytics to apprehend urban sustainability development

Author

Listed:
  • Picheng Lee
  • Gary Kleinman
  • Chu‐hua Kuei

Abstract

This research aims to specify critical urban sustainability issues by mining unstructured text data derived from the C40 city datasets of the Carbon Disclosure Project. The current study identifies underlying topical issues exhibited by text corpora, enables creation of smarter data visualizations, and forms useful profiles. Four underlying topical areas are examined: economic opportunities, climate risks, incentives to reduce greenhouse gas emissions, and emissions reduction activities. For each area, we built text data visualization profiles. Developing these text data visualization profiles enables greater attention to be paid to the list of topical issues shown in the profiles. Given the number of discovered topic issues, we generate an urban sustainability activity index and use it to identify which cities were detailing their actions toward becoming more sustainable cities. The city officials and municipal planners of either C40 or non‐C40 cities worldwide can benchmark this study and put the process of text data visualization at the center of their process of generating citywide sustainable development.

Suggested Citation

  • Picheng Lee & Gary Kleinman & Chu‐hua Kuei, 2020. "Using text analytics to apprehend urban sustainability development," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 897-921, July.
    • Handle: RePEc:wly:sustdv:v:28:y:2020:i:4:p:897-921
    DOI: 10.1002/sd.2045
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.2045
    Download Restriction: no
    File URL: https://libkey.io/10.1002/sd.2045?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
    ---><---

    References listed on IDEAS

    as
    1. Xuemei Bai & Richard J. Dawson & Diana Ürge-Vorsatz & Gian C. Delgado & Aliyu Salisu Barau & Shobhakar Dhakal & David Dodman & Lykke Leonardsen & Valérie Masson-Delmotte & Debra C. Roberts & Seth Schu, 2018. "Six research priorities for cities and climate change," Nature, Nature, vol. 555(7694), pages 23-25, March.
    2. Clinton Andrews, 2008. "Greenhouse gas emissions along the rural-urban gradient," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 51(6), pages 847-870.
    3. James Keirstead & Matt Leach, 2008. "Bridging the gaps between theory and practice: a service niche approach to urban sustainability indicators," Sustainable Development, John Wiley & Sons, Ltd., vol. 16(5), pages 329-340.
    4. Hee-Jung Jun & Maria Manta Conroy, 2014. "Linking resilience and sustainability in Ohio township planning," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 57(6), pages 904-919, June.
    5. Madu, Christian N. & Kuei, Chu-hua & Ozumba, Benjamin C. & Nnadi, Valentine E. & Madu, Ifeanyi E. & Ezeasor, Ikenna C., 2018. "Using the DPSIR framework and data analytics to analyze oil spillages in the Niger delta area," Land Use Policy, Elsevier, vol. 78(C), pages 78-90.
    6. Stanislav E. Shmelev & Irina A. Shmeleva, 2018. "Global urban sustainability assessment: A multidimensional approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 26(6), pages 904-920, November.
    7. Ton Dassen & Eva Kunseler & Lieke Michiels Kessenich, 2013. "The Sustainable City: An Analytical–Deliberative Approach to Assess Policy in the Context of Sustainable Urban Development," Sustainable Development, John Wiley & Sons, Ltd., vol. 21(3), pages 193-205, May.
    8. Amado, Alexandra & Cortez, Paulo & Rita, Paulo & Moro, Sérgio, 2018. "Research Trends On Big Data In Marketing: A Text Mining And Topic Modeling Based Literature Analysis," European Research on Management and Business Economics (ERMBE), Academia Europea de Dirección y Economía de la Empresa (AEDEM), vol. 24(1), pages 1-7.
    9. Kostas P. Bithas & M. Christofakis, 2006. "Environmentally sustainable cities. Critical review and operational conditions," Sustainable Development, John Wiley & Sons, Ltd., vol. 14(3), pages 177-189.
    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. Brennan Lowery & John Dagevos & Ratana Chuenpagdee & Kelly Vodden, 2020. "Storytelling for sustainable development in rural communities: An alternative approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1813-1826, November.
    2. Leslie Gillespie‐Marthaler & Katherine Nelson & Hiba Baroud & Mark Abkowitz, 2019. "Selecting Indicators for Assessing Community Sustainable Resilience," Risk Analysis, John Wiley & Sons, vol. 39(11), pages 2479-2498, November.
    3. Clara Pérez‐Cornejo & Pablo Rodríguez‐Gutiérrez & Esther de Quevedo‐Puente, 2023. "City reputation and the role of sustainability in cities," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1444-1455, June.
    4. Moro, Sérgio & Lopes, Rui J. & Esmerado, Joaquim & Botelho, Miguel, 2020. "Service quality in airport hotel chains through the lens of online reviewers," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    5. Angela Connelly & Jeremy Carter & John Handley & Stephen Hincks, 2018. "Enhancing the Practical Utility of Risk Assessments in Climate Change Adaptation," Sustainability, MDPI, vol. 10(5), pages 1-12, May.
    6. Mustofa Rochman Hadi, 2020. "Is Big Data Security Essential for Students to Understand?," HOLISTICA – Journal of Business and Public Administration, Sciendo, vol. 11(2), pages 161-170, August.
    7. Gupta, Shivam & Justy, Théo & Kamboj, Shampy & Kumar, Ajay & Kristoffersen, Eivind, 2021. "Big data and firm marketing performance: Findings from knowledge-based view," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    8. Ahmed Mohamed Shehata, 2023. "Sustainable-Oriented Development for Urban Interface of Historic Centers," Sustainability, MDPI, vol. 15(3), pages 1-19, February.
    9. Umberto Berardi, 2013. "Sustainability assessment of urban communities through rating systems," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 15(6), pages 1573-1591, December.
    10. Gabriel Dorantes-Argandar & Edna Yasiel Rivera-Vázquez & Karlena María Cárdenas-Espinoza, 2019. "Measuring situations that stress public bus users in Mexico: a case study of Cuernavaca, Morelos," Public Transport, Springer, vol. 11(3), pages 577-587, October.
    11. Michele Acuto & Benjamin Leffel, 2021. "Understanding the global ecosystem of city networks," Urban Studies, Urban Studies Journal Limited, vol. 58(9), pages 1758-1774, July.
    12. Minghai Luo & Sixian Qin & Haoxue Chang & Anqi Zhang, 2019. "Disaggregation Method of Carbon Emission: A Case Study in Wuhan, China," Sustainability, MDPI, vol. 11(7), pages 1-17, April.
    13. Małgorzata Stec & Mariola Grzebyk, 2018. "The implementation of the Strategy Europe 2020 objectives in European Union countries: the concept analysis and statistical evaluation," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 119-133, January.
    14. Junyang Gao & Helin Liu & Yongwei Tang & Mei Luo, 2024. "Hybrid method of mapping urban residential carbon emissions with high-spatial resolution: A case study of Suzhou, China," Environment and Planning B, , vol. 51(1), pages 75-88, January.
    15. Tan Yigitcanlar & Md. Kamruzzaman, 2015. "Planning, Development and Management of Sustainable Cities: A Commentary from the Guest Editors," Sustainability, MDPI, vol. 7(11), pages 1-12, November.
    16. Beatriz Valcárcel-Aguiar & Pilar Murias & Alexandre Vecino-Aguirre, 2022. "Liveability Versus Sustainability in Spanish Cities: First Evidences Using Synthetic Indicators," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(4), pages 1935-1960, August.
    17. Zhao, Ting & Yang, Zhenshan, 2017. "Towards green growth and management: Relative efficiency and gaps of Chinese cities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 481-494.
    18. Mingshun Zhang & Yitong Yang & Chun Xia-Bauer, 2021. "Measuring Urban Low-Carbon Sustainability in Four Chinese Cities," Sustainability, MDPI, vol. 13(21), pages 1-15, November.
    19. Cai, Bofeng & Liu, Helin & Zhang, Xiaoling & Pan, Haozhi & Zhao, Mengxue & Zheng, Tianming & Nie, Jingxin & Du, Mengbing & Dhakal, Shobhakar, 2022. "High-resolution accounting of urban emissions in China," Applied Energy, Elsevier, vol. 325(C).
    20. Haoying Han & Chen Huang & Kun-Hyuck Ahn & Xianfan Shu & Liyun Lin & Derong Qiu, 2017. "The Effects of Greenbelt Policies on Land Development: Evidence from the Deregulation of the Greenbelt in the Seoul Metropolitan Area," Sustainability, MDPI, vol. 9(7), pages 1-17, July.

    More about this item

    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:wly:sustdv:v:28:y:2020:i:4:p:897-921. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-1719 .

    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.