Does it pay to be poor? Testing for systematically underreported GNI estimates
Coordinating aid distribution to the poorest countries requires identifying which countries are poor. In practice this has meant sorting countries into developmental cohorts on the basis of macroeconomic data, with countries in poorer cohorts gaining access to more and more concessional aid programs. To the extent that governments can influence their macroeconomic data, some, especially those in aid-dependent countries, may prefer to report data that sorts them into lower development cohorts. We term such behavior “aid-seeking data management.” The possibility of data management has substantial implications for aid distribution, and for the use of macroeconomic data in social scientific settings. We look for evidence of aid-seeking data management in the distribution of GNI per capita data around the eligibility threshold for the World Bank’s International Development Association (IDA). Because macroeconomic data are subject to frequent ex post revisions, we separately analyze the heavily revised data available for download from the World Bank’s World Development Indicators and the substantially less revised data that we gleaned from back issues of print edition of World Bank Atlas. We find that the less revised GNI per capita data display patterns that are consistent with aid-seeking data management among aid-dependent countries, and only among aid-dependent countries. This finding is robust to a variety of model specifications, but somewhat sensitive to the exclusion of individual countries from the sample. We find no such evidence in the currently downloadable data, suggesting that whatever biases aid-seeking data management may have generated in early data releases are largely and perhaps entirely wiped away in ex post revisions.
KeywordsWorld Bank Data Foreign Aid
- Barnett, M., & Finnemore, M. (2004). Rules for the World: International Organizations in Global Politics. Ithaca: Cornell University Press.Google Scholar
- de Castro, F., Perez, J., Rodríguez Vives, M. (2011). Fiscal data revisions in Europe. Working Paper Series no. 1342, May, European Central Bank. Available from <<http://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp1342.pdf>>. Accessed 12 Dec 2013.
- Galiani, S., Knack, S., Xu, L. C., Zou, B. (2014). The effect of aid on growth: Evidence from a quasi-experiment. Available at SSRN 2400752.Google Scholar
- IDA. (2012c). Review of IDA’s Graduation Policy. IDA Resource Mobilization Department. Concessional Finance and Global Partnerships. Available at http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2012/10/24/000333038_20121024232535/Rendered/PDF/733630BR0IDA0R0Official0Use0Only090.pdf.
- IDA. (2013a). IDA’s Long Term Financial Capacity and Financial Instruments. IDA Resource Mobilization Department (CFPIR). Available at http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2013/03/08/000356161_20130308142851/Rendered/PDF/758330BR0IDA0S0Official0use0Only090.pdf.
- IDA. (2013b). Follow Up on IDA’s Graduation Policy And Proposal For Transitional Support For Graduating Countries. Available at http://www.worldbank.org/ida/papers/IDA17_Replenishment/Graduation/Paper/and/Proposal/for/Transitional/Support_March1.pdf.
- Jerven, M. (2013b). Poor numbers: how we are misled by African development statistics and what to do about it. Ithaca: Cornell University Press.Google Scholar
- Jerven, M. (2014b). What does Nigeria’s new GDP number actually mean? African Arguments. April 8, 2014. Available at http://africanarguments.org/2014/04/08/what-does-nigerias-new-gdp-number-actually-mean-by-morten-jerven/. Accessed 7 Dec 2015.
- Keohane, R. O. (2005). After hegemony: cooperation and discord in the world political economy. Princeton: Princeton University Press.Google Scholar
- Knack, S., Xu, L, C., Zou, B. (2013). Income thresholds and aid responses. Paper presented at the 17th annual meeting of the International Society for New Institutional Economics, Florence, 20–22 June.Google Scholar
- Magnier, M. (2015). China’s better-than-expected GDP prompts skepticism from economists. Wall Street Journal. October 19, 2015. Available at http://www.wsj.com/articles/china-gdp-growth-is-slowest-in-24-years-1421719453. Accessed 7 Dec 2015.
- Moss, T. J., Standley, S., Birdsall, N. (2004). Double-Standards, Debt Treatment, and World Bank Country Classification: The case of Nigeria. Center for Global Development Working Paper, (45).Google Scholar
- Omanufeme, S. (2014). Why Nigeria delayed GDP rebasing for twenty-four years. This day live. April 6, 2014. http://www.thisdaylive.com/articles/why-nigeria-delayed-gdp-rebasing-for-twenty-four-years/175494/. Accessed 7 Dec 2015.
- Ravallion, M. (2013). Why $12,616? Global Development: Views from the Center blog, 8 July. Available at http://www.cgdev.org/blog/why-12616.
- The Economist. (2013). Motion of censure: The fund blows the whistle. Available at http://www.economist.com/news/americas/21571434-fund-blows-whistle-motion-censure. Accessed 7 Dec 2015.
- The Economist. (2014). Step change: Revised figures show that Nigeria is Africa’s largest economy. Available at http://www.economist.com/news/finance-and-economics/21600734-revised-figures-show-nigeria-africas-largest-economy-step-change. Accessed 7 Dec 2015.
- Wallace, J.L. (2014). Juking the Stats? Authoritarian Information Problems in China.British Journal of Political Science, 1–19.Google Scholar
- Ward, M. (2004). Quantifying the world: UN ideas and statistics. Bloomington: Indiana University Press.Google Scholar
- World Bank. (2012). About the World Bank. Available at http://go.worldbank.org/1M3PFQQMD0.
- World Bank. (2012). “Debt Reduction Facility for IDA-Only Countries: Progress Update and Request for Extension.” Available at http://siteresources.worldbank.org/INTDEBTDEPT/RelatedPapers/23168087/DebtReductionFacilityProgressUpdate2012.pdf.
- World Bank. (2013). The World Bank Atlas Method. Available at http://data.worldbank.org/about/country-classifications/world-bank-atlas-method.
- World Bank. (2013). The World Bank’s Fund for the Poorest. Available at http://www.worldbank.org/ida/what-is-ida/fund-for-the-poorest.pdf.