IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v156y2021i1d10.1007_s11205-021-02643-5.html
   My bibliography  Save this article

Developing a Social Index for Measuring the Public Opinion Regarding the Attainment of Sustainable Development Goals

Author

Listed:
  • Raejung Lee

    (Seoul School of Integrated Sciences and Technologies (aSSIST))

  • Jinho Kim

    (Seoul School of Integrated Sciences and Technologies (aSSIST))

Abstract

In 2015, United Nations adopted 17 Sustainable Development Goals (SDGs) to be achieved by 2030. Implementing SDGs is an important issue for companies as well as for nations. However, to consistently monitor and evaluate progress towards these goals, major efforts in developing objective indices for measuring the levels of SDGs are essential. Currently almost all SDG studies uniformly use available country-level official statistics to synthesize an SDG index, failing to reflect the feelings and opinions of the general public. In this paper we introduce an SDG Social Index developed by a Natural Language Processing (NLP) algorithm. By using social media text data rather than conventional survey data, this index can measure and evaluate the outspoken feelings and opinions of the public toward the SDGs. Here we produce an SDG Social Index for a global company and statistically assess its effectiveness. This framework for producing an SDG Social Index can easily be extended to make other indices where various text data are available. It can also be easily extended to yield country-specific SDG indices across nations. In Conclusion section we summarize the implications of our approach and discuss limitations and future research areas.

Suggested Citation

  • Raejung Lee & Jinho Kim, 2021. "Developing a Social Index for Measuring the Public Opinion Regarding the Attainment of Sustainable Development Goals," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(1), pages 201-221, July.
  • Handle: RePEc:spr:soinre:v:156:y:2021:i:1:d:10.1007_s11205-021-02643-5
    DOI: 10.1007/s11205-021-02643-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-021-02643-5
    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/s11205-021-02643-5?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. Jarrod Grainger-Brown & Shirin Malekpour, 2019. "Implementing the Sustainable Development Goals: A Review of Strategic Tools and Frameworks Available to Organisations," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    2. Bohringer, Christoph & Jochem, Patrick E.P., 2007. "Measuring the immeasurable -- A survey of sustainability indices," Ecological Economics, Elsevier, vol. 63(1), pages 1-8, June.
    3. Chris Dickens & Vladimir Smakhtin & Matthew McCartney & Gordon O’Brien & Lula Dahir, 2019. "Defining and Quantifying National-Level Targets, Indicators and Benchmarks for Management of Natural Resources to Achieve the Sustainable Development Goals," Sustainability, MDPI, vol. 11(2), pages 1-15, January.
    4. Charles Nhemachena & Greenwell Matchaya & Charity R. Nhemachena & Selma Karuaihe & Binganidzo Muchara & Sibusiso Nhlengethwa, 2018. "Measuring Baseline Agriculture-Related Sustainable Development Goals Index for Southern Africa," Sustainability, MDPI, vol. 10(3), pages 1-16, March.
    5. Dickens, Chris & Smakhtin, V. & McCartney, Matthew & O’Brien, G. & Dahir, L., 2019. "Defining and quantifying national-level targets, indicators and benchmarks for management of natural resources to achieve the sustainable development goals," Papers published in Journals (Open Access), International Water Management Institute, pages 11(2):1-15..
    6. Paul J. Crutzen, 2002. "Geology of mankind," Nature, Nature, vol. 415(6867), pages 23-23, January.
    7. Yizhong Huan & Haitao Li & Tao Liang, 2019. "A New Method for the Quantitative Assessment of Sustainable Development Goals (SDGs) and a Case Study on Central Asia," Sustainability, MDPI, vol. 11(13), pages 1-27, June.
    8. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    9. Annemarie Körfgen & Klaus Förster & Ingomar Glatz & Stephan Maier & Benedikt Becsi & Anna Meyer & Helga Kromp-Kolb & Johann Stötter, 2018. "It’s a Hit! Mapping Austrian Research Contributions to the Sustainable Development Goals," Sustainability, MDPI, vol. 10(9), pages 1-13, September.
    10. Margherita Casini & Simone Bastianoni & Francesca Gagliardi & Massimo Gigliotti & Angelo Riccaboni & Gianni Betti, 2019. "Sustainable Development Goals Indicators: A Methodological Proposal for a Multidimensional Fuzzy Index in the Mediterranean Area," Sustainability, MDPI, vol. 11(4), pages 1-25, February.
    11. Ali Kharrazi & Hua Qin & Yi Zhang, 2016. "Urban Big Data and Sustainable Development Goals: Challenges and Opportunities," Sustainability, MDPI, vol. 8(12), pages 1-6, December.
    12. Nhemachena, Charles & Matchaya, Greenwell & Nhemachena, C. R. & Karuaihe, S. & Muchara, B. & Nhlengethwa, Sibusiso, 2018. "Measuring baseline agriculture-related sustainable development goals index for southern Africa," Papers published in Journals (Open Access), International Water Management Institute, pages 10(3):1-16..
    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. Barchiesi, Maria Assunta & Fronzetti Colladon, Andrea, 2021. "Corporate core values and social responsibility: What really matters to whom," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    2. Nasir, Osama & Javed, Rana Tallal & Gupta, Shivam & Vinuesa, Ricardo & Qadir, Junaid, 2023. "Artificial intelligence and sustainable development goals nexus via four vantage points," Technology in Society, Elsevier, vol. 72(C).

    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. Manal Ammari & Mohammed Chentouf & Mohammed Ammari & Laïla Ben Allal, 2022. "Assessing National Progress in Achieving the Sustainable Development Goals: A Case Study of Morocco," Sustainability, MDPI, vol. 14(23), pages 1-29, November.
    2. Shin-Cheng Yeh & Haw-Jeng Chiou & Ai-Wei Wu & Ho-Ching Lee & Homer C. Wu, 2019. "Diverged Preferences towards Sustainable Development Goals? A Comparison between Academia and the Communication Industry," IJERPH, MDPI, vol. 16(22), pages 1-21, November.
    3. Marianela Carrillo, 2022. "Measuring Progress towards Sustainability in the European Union within the 2030 Agenda Framework," Mathematics, MDPI, vol. 10(12), pages 1-23, June.
    4. Renata Aguayo Lopes da Silva & Renato Cesar Gonçalves Robert & Thomas Purfürst, 2023. "How Is the Forest Sector’s Contribution to the Sustainable Development Goals (SDGs) Being Addressed? A Systematic Review of the Methods," Sustainability, MDPI, vol. 15(11), pages 1-25, June.
    5. Jose Manuel Diaz‐Sarachaga, 2021. "Shortcomings in reporting contributions towards the sustainable development goals," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(4), pages 1299-1312, July.
    6. David Horan, 2020. "National Baselines for Integrated Implementation of an Environmental Sustainable Development Goal Assessed in a New Integrated SDG Index," Sustainability, MDPI, vol. 12(17), pages 1-20, August.
    7. Godwell Nhamo & Charles Nhemachena & Senia Nhamo, 2020. "Using ICT indicators to measure readiness of countries to implement Industry 4.0 and the SDGs," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(2), pages 315-337, April.
    8. Roland Zinkernagel & James Evans & Lena Neij, 2018. "Applying the SDGs to Cities: Business as Usual or a New Dawn?," Sustainability, MDPI, vol. 10(9), pages 1-18, September.
    9. Danilson Varela & Filipa Monteiro & Patrícia Vidigal & Luís Silva & Maria M. Romeiras, 2020. "Mechanisms Implemented for the Sustainable Development of Agriculture: An Overview of Cabo Verde Performance," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
    10. Dongsheng Wei & Bing Liu & Zhugeng Duan & Wentao Yang, 2022. "Measuring local progress of the 2030 Agenda for SDGs in the Yangtze River Economic Zone, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(5), pages 7178-7194, May.
    11. Bárbara Galleli & Elder Semprebon & Joyce Aparecida Ramos dos Santos & Noah Emanuel Brito Teles & Mateus Santos de Freitas-Martins & Raquel Teodoro da Silva Onevetch, 2021. "Institutional Pressures, Sustainable Development Goals and COVID-19: How Are Organisations Engaging?," Sustainability, MDPI, vol. 13(21), pages 1-21, November.
    12. Jussi T. S. Heikkila, 2020. "Classifying economics for the common good: Connecting sustainable development goals to JEL codes," Papers 2004.04384, arXiv.org.
    13. Javier García López & Raffaele Sisto & Javier Benayas & Álvaro de Juanes & Julio Lumbreras & Carlos Mataix, 2021. "Assessment of the Results and Methodology of the Sustainable Development Index for Spanish Cities," Sustainability, MDPI, vol. 13(11), pages 1-29, June.
    14. Anne P. M. Velenturf & Phil Purnell, 2017. "Resource Recovery from Waste: Restoring the Balance between Resource Scarcity and Waste Overload," Sustainability, MDPI, vol. 9(9), pages 1-17, September.
    15. Daniela Cristina Momete & Manuel Mihail Momete, 2021. "Map and Track the Performance in Education for Sustainable Development across the European Union," Sustainability, MDPI, vol. 13(23), pages 1-14, November.
    16. Svatava Janoušková & Tomáš Hák & Bedřich Moldan, 2018. "Global SDGs Assessments: Helping or Confusing Indicators?," Sustainability, MDPI, vol. 10(5), pages 1-14, May.
    17. Annamaria Di Fabio & Marc A. Rosen, 2020. "An Exploratory Study of a New Psychological Instrument for Evaluating Sustainability: The Sustainable Development Goals Psychological Inventory," Sustainability, MDPI, vol. 12(18), pages 1-19, September.
    18. Anna Martyka & Dorota Jopek & Izabela Skrzypczak, 2022. "Analysis of the Sustainable Development Index in the Communes of the Podkarpackie Voivodeship: A Polish Case Study," Sustainability, MDPI, vol. 14(16), pages 1-23, August.
    19. Koray Altintas & Ozalp Vayvay & Sinan Apak & Emine Cobanoglu, 2020. "An Extended GRA Method Integrated with Fuzzy AHP to Construct a Multidimensional Index for Ranking Overall Energy Sustainability Performances," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
    20. Fang‐Li Ruan & Liang Yan, 2022. "Challenges facing indicators to become a universal language for sustainable urban development," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(1), pages 41-57, February.

    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:soinre:v:156:y:2021:i:1:d:10.1007_s11205-021-02643-5. 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.