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Tracking the Sustainable Development Goals : Emerging Measurement Challenges and Further Reflections

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  • Dang,Hai-Anh H.
  • Serajuddin,Umar

Abstract

The Sustainable Development Goals recently adopted by the United Nations represent an important step to identify shared global goals for development over the next two decades. Yet, the stated goals are not as straightforward and easy to interpret as they appear on the surface. Review of the Sustainable Development Goals indicators suggests that some further refinements to their wordings and clarifications to their underlying objectives would be useful. This paper brings attention to potential pitfalls with interpretation, where different evaluation methods can lead to different conclusions about country performance. The review of the United Nations'Sustainable Development Goals database highlights the overwhelming challenge with missing data: data are available for just over 50 percent of all the indicators and for just 19 percent of what is needed for comprehensively tracking progress across countries and over time. The paper offers further reflections and proposes some simple but cost-effective solutions to these challenges.

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  • Dang,Hai-Anh H. & Serajuddin,Umar, 2019. "Tracking the Sustainable Development Goals : Emerging Measurement Challenges and Further Reflections," Policy Research Working Paper Series 8843, The World Bank.
    • Handle: RePEc:wbk:wbrwps:8843
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    1. Robert J. Gordon, 2016. "The Rise and Fall of American Growth: The U.S. Standard of Living since the Civil War," Economics Books, Princeton University Press, edition 1, number 10544.
    2. Angus Deaton, 2005. "Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 1-19, February.
    3. Dang,Hai-Anh H. & Lanjouw,Peter F. & Serajuddin,Umar & Dang,Hai-Anh H. & Lanjouw,Peter F. & Serajuddin,Umar, 2014. "Updating poverty estimates at frequent intervals in the absence of consumption data : methods and illustration with reference to a middle-income country," Policy Research Working Paper Series 7043, The World Bank.
    4. Fukuda-Parr, Sakiko & Greenstein, Joshua & Stewart, David, 2013. "How Should MDG Success and Failure be Judged: Faster Progress or Achieving the Targets?," World Development, Elsevier, vol. 41(C), pages 19-30.
    5. repec:hal:spmain:info:hdl:2441/3gpul0a2209cuatfpgqv8qt14j is not listed on IDEAS
    6. Michael Clemens and Michael Kremer, 2016. "The New Role of the World Bank - Working Paper 421," Working Papers 421, Center for Global Development.
    7. Hai-Anh H. Dang & Peter F. Lanjouw & Umar Serajuddin, 2017. "Updating poverty estimates in the absence of regular and comparable consumption data: methods and illustration with reference to a middle-income country," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 939-962.
    8. Katharine G. Abraham & John Haltiwanger & Kristin Sandusky & James R. Spletzer, 2013. "Exploring Differences in Employment between Household and Establishment Data," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 129-172.
    9. Gavin, Michael & Rodrik, Dani, 1995. "The World Bank in Historical Perspective," American Economic Review, American Economic Association, vol. 85(2), pages 329-334, May.
    10. Barbier, Edward B. & Burgess, Joanne C., 2019. "Sustainable development goal indicators: Analyzing trade-offs and complementarities," World Development, Elsevier, vol. 122(C), pages 295-305.
    11. Serajuddin,Umar & Uematsu,Hiroki & Wieser,Christina & Yoshida,Nobuo & Dabalen,Andrew L., 2015. "Data deprivation : another deprivation to end," Policy Research Working Paper Series 7252, The World Bank.
    12. Martin Ravallion, 2003. "Measuring Aggregate Welfare in Developing Countries: How Well Do National Accounts and Surveys Agree?," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 645-652, August.
    13. Grant J. Cameron & Hai‐Anh H. Dang & Mustafa Dinc & James Foster & Michael M. Lokshin, 2021. "Measuring the Statistical Capacity of Nations," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(4), pages 870-896, August.
    14. World Bank Group, 2015. "A Measured Approach to Ending Poverty and Boosting Shared Prosperity : Concepts, Data, and the Twin Goals," World Bank Publications - Books, The World Bank Group, number 20384.
    15. Joseph Stiglitz & Jean-Paul Fitoussi & Martine Durand, 2018. "For Good Measure," SciencePo Working papers Main hal-03393118, HAL.
    16. Kraay,Aart C., 2018. "Methodology for a World Bank Human Capital Index," Policy Research Working Paper Series 8593, The World Bank.
    17. Sakiko Fukuda‐Parr & Desmond McNeill, 2019. "Knowledge and Politics in Setting and Measuring the SDGs: Introduction to Special Issue," Global Policy, London School of Economics and Political Science, vol. 10(S1), pages 5-15, January.
    18. Enrique Ordaz, 2019. "The SDGs Indicators: A Challenging Task for the International Statistical Community," Global Policy, London School of Economics and Political Science, vol. 10(S1), pages 141-143, January.
    19. repec:bla:devpol:v:27:y:2009:i:4:p:355-371 is not listed on IDEAS
    20. Clemens, Michael A. & Kenny, Charles J. & Moss, Todd J., 2007. "The Trouble with the MDGs: Confronting Expectations of Aid and Development Success," World Development, Elsevier, vol. 35(5), pages 735-751, May.
    21. Agnès Bénassy-Quéré & François Bourguignon & Stefan Dercon & Antonio Estache & Jan Willem Gunning & Ravi Kanbur & Stephan Klasen & Simon Maxwell & Jean-Philippe Platteau & Amadéo Spadaro, 2010. "The millennium development goals: an assessment," PSE-Ecole d'économie de Paris (Postprint) hal-00685864, HAL.
    22. Hai‐Anh Dang & Dean Jolliffe & Calogero Carletto, 2019. "Data Gaps, Data Incomparability, And Data Imputation: A Review Of Poverty Measurement Methods For Data‐Scarce Environments," Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 757-797, July.
    23. Siqi Zheng & Matthew E. Kahn, 2017. "A New Era of Pollution Progress in Urban China?," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 71-92, Winter.
    24. Hai-Anh H. Dang & Andrew L. Dabalen, 2019. "Is Poverty in Africa Mostly Chronic or Transient? Evidence from Synthetic Panel Data," Journal of Development Studies, Taylor & Francis Journals, vol. 55(7), pages 1527-1547, July.
    25. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    26. Richard Bavier, 2014. "Recent Trends in U.S. Income and Expenditure Poverty," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(3), pages 700-718, June.
    27. Basu, Kaushik, 2013. "Shared prosperity and the mitigation of poverty : in practice and in precept," Policy Research Working Paper Series 6700, The World Bank.
    28. Hai-Anh H. Dang & Peter F. Lanjouw, 2016. "Toward a New Definition of Shared Prosperity: A Dynamic Perspective from Three Countries," International Economic Association Series, in: Kaushik Basu & Joseph E. Stiglitz (ed.), Inequality and Growth: Patterns and Policy, chapter 5, pages 151-171, Palgrave Macmillan.
    29. Angus Deaton, 2005. "ERRATUM: Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 395-395, May.
    30. Michael A. Clemens & Michael Kremer, 2016. "The New Role for the World Bank," Journal of Economic Perspectives, American Economic Association, vol. 30(1), pages 53-76, Winter.
    31. Easterly, William, 2009. "How the Millennium Development Goals are Unfair to Africa," World Development, Elsevier, vol. 37(1), pages 26-35, January.
    32. Kathleen Beegle & Luc Christiaensen & Andrew Dabalen & Isis Gaddis, 2016. "Poverty in a Rising Africa," World Bank Publications - Books, The World Bank Group, number 22575.
    33. Jeffrey D. Sachs & Richard Layard & John F. Helliwell, 2018. "World Happiness Report 2018," Working Papers id:12761, eSocialSciences.
    34. Kaushik Basu & Joseph E. Stiglitz (ed.), 2016. "Inequality and Growth: Patterns and Policy," International Economic Association Series, Palgrave Macmillan, number 978-1-137-55459-8.
    35. Joshi, Devin K. & Hughes, Barry B. & Sisk, Timothy D., 2015. "Improving Governance for the Post-2015 Sustainable Development Goals: Scenario Forecasting the Next 50years," World Development, Elsevier, vol. 70(C), pages 286-302.
    36. A. Atkinson, 2003. "Multidimensional Deprivation: Contrasting Social Welfare and Counting Approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(1), pages 51-65, April.
    37. 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.
    38. Martin Ravallion, 2016. "The World Bank: Why It Is Still Needed and Why It Still Disappoints," Journal of Economic Perspectives, American Economic Association, vol. 30(1), pages 77-94, Winter.
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    More about this item

    Keywords

    Inequality; Economic Growth; Industrial Economics; Economic Theory&Research; Educational Sciences; Global Environment;
    All these keywords.

    JEL classification:

    • F00 - International Economics - - General - - - General
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

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