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The Big (data) Bang: Opportunities and Challenges for Compiling SDG Indicators

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  • Steve MacFeely

Abstract

Official statisticians around the world are faced with the herculean task of populating the Sustainable Development Goals global indicator framework. As traditional data sources appear to be insufficient, statisticians are naturally considering whether big data can contribute anything useful. While the statistical possibilities appear to be theoretically endless, in practice big data also present some enormous challenges and potential pitfalls: legal; ethical; technical; and reputational. This paper examines the opportunities and challenges presented by big data for compiling indicators to support Agenda 2030.

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  • Steve MacFeely, 2019. "The Big (data) Bang: Opportunities and Challenges for Compiling SDG Indicators," Global Policy, London School of Economics and Political Science, vol. 10(S1), pages 121-133, January.
    • Handle: RePEc:bla:glopol:v:10:y:2019:i:s1:p:121-133
    DOI: 10.1111/1758-5899.12595
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    Cited by:

    1. Katerina Zdravkova, 2023. "Personalized Education for Sustainable Development," Sustainability, MDPI, vol. 15(8), pages 1-13, April.
    2. Alejandra Boto-Álvarez & Roberto García-Fernández, 2020. "Implementation of the 2030 Agenda Sustainable Development Goals in Spain," Sustainability, MDPI, vol. 12(6), pages 1-31, March.
    3. MacFeely Steve, 2020. "Measuring the Sustainable Development Goal Indicators: An Unprecedented Statistical Challenge," Journal of Official Statistics, Sciendo, vol. 36(2), pages 361-378, June.
    4. Tarmo Kalvet & Maarja Olesk & Marek Tiits & Janika Raun, 2020. "Innovative Tools for Tourism and Cultural Tourism Impact Assessment," Sustainability, MDPI, vol. 12(18), pages 1-30, September.
    5. Giulia Mugellini & Jean‐Patrick Villeneuve & Marlen Heide, 2021. "Monitoring sustainable development goals and the quest for high‐quality indicators: Learning from a practical evaluation of data on corruption," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1257-1275, November.
    6. MacFeely Steve, 2020. "Measuring the Sustainable Development Goal Indicators: An Unprecedented Statistical Challenge," Journal of Official Statistics, Sciendo, vol. 36(2), pages 361-378, June.
    7. Jan Anton van Zanten & Rob van Tulder, 2020. "Beyond COVID-19: Applying “SDG logics” for resilient transformations," Journal of International Business Policy, Palgrave Macmillan, vol. 3(4), pages 451-464, December.
    8. Michael Selle & Fabian Spieß & Christian Visscher & Silke Rautenschlein & Arne Jung & Monika Auerbach & Jörg Hartung & Christian Sürie & Ottmar Distl, 2023. "Real-Time Monitoring of Animals and Environment in Broiler Precision Farming—How Robust Is the Data Quality?," Sustainability, MDPI, vol. 15(21), pages 1-14, November.
    9. Ivan Montiel & Alvaro Cuervo-Cazurra & Junghoon Park & Raquel Antolín-López & Bryan W. Husted, 2021. "Implementing the United Nations’ Sustainable Development Goals in international business," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(5), pages 999-1030, July.
    10. El-Haddadeh, Ramzi & Osmani, Mohamad & Hindi, Nitham & Fadlalla, Adam, 2021. "Value creation for realising the sustainable development goals: Fostering organisational adoption of big data analytics," Journal of Business Research, Elsevier, vol. 131(C), pages 402-410.
    11. Alberto Dello Strologo & Edoardo D’Andrassi & Niccolò Paoloni & Giorgia Mattei, 2021. "Italy versus Other European Countries: Sustainable Development Goals, Policies and Future Hypothetical Results," Sustainability, MDPI, vol. 13(6), pages 1-46, March.
    12. Xue Liu & Rockli Kim & Weixing Zhang & Weihe Wendy Guan & S. V. Subramanian, 2022. "Spatial Variations of Village-Level Environmental Variables from Satellite Big Data and Implications for Public Health–Related Sustainable Development Goals," Sustainability, MDPI, vol. 14(16), pages 1-14, August.
    13. Fabrizio Battisti, 2023. "SDGs and ESG Criteria in Housing: Defining Local Evaluation Criteria and Indicators for Verifying Project Sustainability Using Florence Metropolitan Area as a Case Study," Sustainability, MDPI, vol. 15(12), pages 1-37, June.
    14. Cameron Allen & Graciela Metternicht & Thomas Wiedmann, 2021. "Priorities for science to support national implementation of the sustainable development goals: A review of progress and gaps," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 635-652, July.
    15. Donghui Zhao & Feng Tian & Xinbo Sun & Dapeng Zhang, 2021. "The Effects of Entrepreneurship on the Enterprises’ Sustainable Innovation Capability in the Digital Era: The Role of Organizational Commitment, Person–Organization Value Fit, and Perceived Organizati," Sustainability, MDPI, vol. 13(11), pages 1-18, May.
    16. Lorraine Eden & M. Fernanda Wagstaff, 2021. "Evidence-based policymaking and the wicked problem of SDG 5 Gender Equality," Journal of International Business Policy, Palgrave Macmillan, vol. 4(1), pages 28-57, March.
    17. Lorraine Eden & Charles F. Hermann & Stewart R. Miller, . "Evidence-based policymaking in a VUCA world," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    18. Henderson, Kirsten & Loreau, Michel, 2023. "A model of Sustainable Development Goals: Challenges and opportunities in promoting human well-being and environmental sustainability," Ecological Modelling, Elsevier, vol. 475(C).
    19. Lorenzo Donadio & Rossano Schifanella & Claudia R Binder & Emanuele Massaro, 2021. "Leveraging insurance customer data to characterize socioeconomic indicators of Swiss municipalities," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-23, March.
    20. Ainhoa González & Shane Mc Guinness & Enda Murphy & Grainne Kelliher & Lyn Hagin-Meade, 2023. "Priorities, Scale and Insights: Opportunities and Challenges for Community Involvement in SDG Implementation and Monitoring," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    21. 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.
    22. Suyu Liu, 2023. "Statistical challenges for achieving Sustainable Development Goals: Some reflections on Indicator 14.7.1," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(7), pages 1913-1924, October.
    23. Xiaoli Zhao & Pavel Castka & Cory Searcy, 2020. "ISO Standards: A Platform for Achieving Sustainable Development Goal 2," Sustainability, MDPI, vol. 12(22), pages 1-19, November.
    24. Lorraine Eden & M. Fernanda Wagstaff, 0. "Evidence-based policymaking and the wicked problem of SDG 5 Gender Equality," Journal of International Business Policy, Palgrave Macmillan, vol. 0, pages 1-30.
    25. Håvard Hegre & Kristina Petrova & Nina von Uexkull, 2020. "Synergies and Trade-Offs in Reaching the Sustainable Development Goals," Sustainability, MDPI, vol. 12(20), pages 1-24, October.

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