Classification, Detection and Consequences of Data Error: Evidence from the Human Development Index
AbstractWe measure and examine data error in health, education and income statistics used to construct the Human Development Index. We identify three sources of data error which are due to (i) data updating, (ii) formula revisions and (iii) thresholds to classify a countryâs development status. We propose a simple statistical framework to calculate country specific measures of data uncertainty and investigate how data error biases rank assignments. We find that up to 34% of countries are misclassified and, by replicating prior studies, we show that key estimated parameters vary by up to 100% due to data error.
Download InfoTo our knowledge, this item is not available for download. To find whether it is available, there are three options:
1. Check below under "Related research" whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.
Bibliographic InfoArticle provided by Royal Economic Society in its journal The Economic Journal.
Volume (Year): 121 (2011)
Issue (Month): 553 (06)
Contact details of provider:
Postal: Office of the Secretary-General, School of Economics and Finance, University of St. Andrews, St. Andrews, Fife, KY16 9AL, UK
Phone: +44 1334 462479
Web page: http://www.res.org.uk/
More information through EDIRC
Other versions of this item:
- Hendrik Wolff & Howard Chong & Maximilian Auffhammer, 2011. "Classification, Detection and Consequences of Data Error: Evidence from the Human Development Index," Working Papers UWEC-2008-10-P, University of Washington, Department of Economics.
- Hendrik Wolff & Howard Chong & Maximilian Auffhammer, 2010. "Classification, Detection and Consequences of Data Error: Evidence from the Human Development Index," NBER Working Papers 16572, National Bureau of Economic Research, Inc.
- C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- ?gel de la Fuente & Rafael Dom?ech, .
"Human Capital In Growth Regressions: How Much Difference Does Data Quality Make?,"
UFAE and IAE Working Papers
446.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, 03.
- de la Fuente, Angel & Doménech, Rafael, 2000. "Human Capital In Growth Regressions: How Much Difference Does Data Quality Make?," CEPR Discussion Papers 2466, C.E.P.R. Discussion Papers.
- Angel de la Fuente & Rafael Donénech, 2000. "Human Capital in Growth Regressions: How much Difference Does Data Quality Make?," OECD Economics Department Working Papers 262, OECD Publishing.
- Juan D Moreno-Ternero & John E Roemer, 2006.
"Impartiality, Priority, and Solidarity in the Theory of Justice,"
Econometric Society, vol. 74(5), pages 1419-1427, 09.
- MORENO-TERNERO, Juan D. & ROEMER, John E., 2005. "Impartiality, priority, and solidarity in the theory of justice," CORE Discussion Papers 2005077, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Ravallion, Martin, 2010.
"Troubling tradeoffs in the Human Development Index,"
Policy Research Working Paper Series
5484, The World Bank.
- Ravallion, Martin, 2012. "Troubling tradeoffs in the Human Development Index," Journal of Development Economics, Elsevier, vol. 99(2), pages 201-209.
- Leo Dobes, 2012. "Adaptation to climate change: Formulating policy under uncertainty," CCEP Working Papers 1201, Centre for Climate Economics & Policy, Crawford School of Public Policy, The Australian National University.
- Jeni Klugman & Francisco Rodríguez & Hyung-Jin Choi, 2011.
"The HDI 2010: New Controversies, Old Critiques,"
Human Development Research Papers (2009 to present)
HDRP-2011-01, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wiley-Blackwell Digital Licensing) or (Christopher F. Baum).
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.