The Slave Trade and the Origins of Mistrust in Africa
Open accessAbstract
We show that current differences in trust levels within Africa can be traced back to the transatlantic and Indian Ocean slave trades. Combining contemporary individual-level survey data with historical data on slave shipments by ethnic group, we find that individuals whose ancestors were heavily raided during the slave trade are less trusting today. Evidence from a variety of identification strategies suggests that the relationship is causal. Examining causal mechanisms, we show that most of the impact of the slave trade is through factors that are internal to the individual, such as cultural norms, beliefs, and values. (JEL J15, N57, Z13)
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Individual-level data from the Afrobarometer surveys demonstrate a 0.55 correlation between the location of respondents in 2005 and their historical ethnic homeland.
“Reassuringly, individual-level data from the Afrobarometer surveys demonstrate a 0.55 correlation between the location of respondents in 2005 and their historical ethnic homeland ( Nunn and Wantchekon 2011 ) .”
From Legal Origins and Female HIV (2018) · cites this paper as Nunn and Wantchekon 2011
Section V (page unavailable) reports a correlation coefficient of 0.74 between geography-based and ethnicity-based slave-export measures. It separately says those measures have the same value for 55 percent of respondents; it does not report a 0.55 correlation between respondents’ 2005 locations and their historical ethnic homelands. (LLM, conf=0.86)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Robust Inference With Multiway Clustering
Cameron, A. C., Gelbach, J. B., & Miller, D. L. (2011) · Journal of Business & Economic Statistics · doi:10.1198/jbes.2010.07136 · Cited by 3,203 · see citing works
Colonialism and Modern Income: Islands as Natural Experiments
Feyrer, J., & Sacerdote, B. (2009) · Review of Economics and Statistics · doi:10.1162/rest.91.2.245 · Cited by 207 · see citing works
Flagged first, then by citations
Research works printed but not linked: 46
- Acemoglu, Daron, Simon Johnson, and James A. Robinson. 2001. "The Colonial Origins of Compar- ative Development: An Empirical Investigation." American Economic Review, 91(5): 1369-401.
- Acemoglu, Daron, Simon Johnson, and James A. Robinson. 2002. "Reversal of Fortune: Geography and Institutions in the making of the modern World Income Distribution." Quarterly Journal of Economics, 117(4): 1231-94.
- Aghion, Philippe, Yann Algan, Pierre Cahuc, and Andrei Shleifer. 2010. "Regulation and Distrust." Quarterly Journal of Economics, 125(3): 1015-49.
- Alesina, Alberto, and Eliana La Ferrara. 2002. "Who Trusts Others?" Journal of Public Economics, 85(2): 207-34.
- Alesina, Alberto, and Nicola Fuchs-Schündeln. 2007. "Good-Bye Lenin (or Not?): The Effect of Com- munism on People's Preferences." American Economic Review, 97(4): 1507-28.
- Algan, Yann, and Pierre Cahuc. 2010. "Inherited Trust and Growth." American Economic Review, 100(5): 2060-92.
- Altonji, Joseph G., Todd E. Elder, and Christopher R. Taber. 2005. "Selection on Observed and Unob- served Variables: Assessing the Effectiveness of Catholic Schools." Journal of Political Economy, 113(1): 151-84.
- Azevedo, Mario. 1982. "Power and Slavery in Central Africa: Chad (1890-1925)." Journal of Negro History, 67(3): 198-211.
- Barry, Boubacar. 1992. "Senegambia from the Sixteenth to the Eighteenth Century: Evolution of the Wolof, Sereer and 'Tukuloor.'" In general History of Africa, Volume 5: Africa from the sixteenth to the Eighteenth Century, ed. B. A. Ogot, 262-99. Berkeley, CA: University of California Press.
- Bellows, John, and Edward Miguel. 2009. "War and Local Collective Action in Sierra Leone." Journal of Public Economics, 93(11-12): 1144-57.
- Bisin, Alberto, and Thierry Verdier. 2000. "'Beyond the melting Pot': Cultural Transmission, mar- riage, and the Evolution of Ethnic and Religious Traits." Quarterly Journal of Economics, 115(3): 955-88.
- Bisin, Alberto, and Thierry Verdier. 2001. "The Economics of Cultural Transmission and the Dynam- ics of Preferences." Journal of Economic Theory, 97(2): 298-319.
- Bisin, Alberto, and Thierry Verdier. 2008. "Cultural Transmission." In The New Palgrave Dictionary of Economics, ed.
- Steven N. Durlauf and Lawrence E. Blume. New York: Palgrave mcmillan.
- Boyd, Robert, and Peter J. Richerson. 1985. Culture and the Evolutionary Process. Chicago: Univer- sity of Chicago Press.
- Boyd, Robert, and Peter J. Richerson. 1995. "Why Does Culture Increase Human Adaptability?" Ethology and sociobiology, 16(2): 125-43.
- Boyd, Robert, and Peter J. Richerson. 2005. The Origin and Evolution of Cultures. New York: Oxford University Press.
- Cesarini, David, Christopher T. Dawes, James H. Fowler, Magnus Johannesson, Paul Lichtenstein, and Björn Wallace. 2008. "Heritability of Cooperative Behavior in the Trust Game." Proceedings of the National Academy of sciences, 105(10): 3721-26.
- Chandler, Tertius. 1987. four Thousand Years of urban growth: An Historical Census. Lewistown, NY: Edwin mellen Press.
- Conley, T. G. 1999. "Gmm Estimation with Cross Sectional Dependence." Journal of Econometrics, 92(1): 1-45.
- Easterly, William, and Ross Levine. 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions." Quarterly Journal of Economics, 112(4): 1203-50.
- Fafchamps, Marcel. 2006. "Development and Social Capital." Journal of Development studies, 42(7): 1180-98.
- Fisman, Raymond, and Tarun Khanna. 1999. "Is Trust a Historical Residue? Information Flows and Trust Levels." Journal of Economic Behavior and Organization, 38(1): 79-92.
- Giuliano, Paola. 2007. "Living Arrangements in Western Europe: Does Cultural Origin matter?" Jour- nal of the European Economic Association, 5(5): 927-52.
- Greif, Avner. 1989. "Reputation and Coalitions in medieval Trade: Evidence on the maghribi Traders." Journal of Economic History, 49(4): 857-82.
- Guiso, Luigi, Paola Sapienza, and Luigi Zingales. 2004. "The Role of Social Capital in Financial Development." American Economic Review, 94(3): 526-56.
- Hair, P. E. H. 1965. "The Enslavement of Koelle's Informants." Journal of African History, 6(2): 193-203.
- Hawthorne, Walter. 1999. "The Production of Slaves Where There Was No State: The Guinea-Bissau Region, 1450-1815." slavery & Abolition, 20(2): 97-124.
- Hoff, Karla, and Priyanka Pandey. 2005. "Opportunity Is Not Everything: How Belief Systems and mistrust Shape Responses to Economic Incentives." Economics of Transition, 13(3): 445-72.
- Hubbell, Andrew. 2001. "A View of the Slave Trade from the margin: Souroudougou in the Late Nine- teenth-Century Slave Trade of the Niger Bend." Journal of African History, 42(1): 25-47.
- Ichino, Andrea, and Giovanni Maggi. 2000. "Work Environment and Individual Background: Explain- ing Regional Shirking Differentials in a Large Italian Firm." Quarterly Journal of Economics, 115(3): 1057-90.
- Inikori, Joseph E. 2000. "Africa and the Trans-Atlantic Slave Trade." In Africa, Volume I: African His- tory before 1885, ed. Toyin Falola, 389-412. Durham, NC: Carolina Academic Press.
- Inikori, Joseph E. 2003. "The Struggle against the Transatlantic Slave Trade: The Role of the State." In fighting the slave Trade: West African strategies, ed. Sylviane A. Diouf, 170-98. Athens, OH: Ohio University Press.
- Kiszewski, Anthony, Andrew Mellinger, Andrew Spielman, Pia Malaney, Sonia Ehrlich Sachs, and Jef- frey Sachs. 2004. "A Global Index Representing the Stability of malaria Transmission." American Journal of Tropical Medicine and Hygiene, 70(5): 486-98.
- Klein, Martin A. 2001. "The Slave Trade and Decentralized Societies." Journal of African History, 42(1): 49-65.
- Klein, Martin. 2003. "Defensive Strategies: Wasulu, masina, and the Slave Trade." In fighting the slave Trade: West African strategies, ed. Sylviane A. Diouf, 62-78. Athens, OH: Ohio University Press.
- Knack, Stephen, and Philip Keefer. 1997. "Does Social Capital Have an Economic Payoff? A Cross- Country Investigation." Quarterly Journal of Economics, 112(4): 1251-88.
- Lovejoy, Paul E. 2000. Transformations in slavery: A History of slavery in Africa. 2nd ed. New York: Cambridge University Press.
- Manning, Patrick. 1990. slavery and African Life: Occidental, Oriental and African slave Trades. New York: Cambridge University Press.
- Miller, Joseph C. 1996. Way of Death: Merchant Capitalism and the Angolan slave Trade, 1730-1830. madison, WI: University of Wisconsin Press.
- Murdock, George Peter. 1967. Ethnographic Atlas. Pittsburgh: University of Pittsburgh Press.
- Nunn, Nathan. 2008. "The Long-Term Effects of Africa's Slave Trades." Quarterly Journal of Eco- nomics, 123(1): 139-76.
- Nunn, Nathan, and Leonard Wanchekon. 2011. "The Slave Trade and the Origins of mistrust in Africa: Dataset." American Economic Review. http://www.aeaweb.org/articles.php?doi=10.1257/ aer.101.7.3221.
- Oliver, Roland. 2000. The African Experience: from Olduvai gorge to the 21st Century. Boulder, CO: Westview Press.
- Piot, Charles. 1996. "Of Slaves and the Gift: Kabre Sale of Kin during the Era of the Slave Trade." Journal of African History, 37(1): 31-49.
- Tabellini, Guido. 2008. "The Scope of Cooperation: Values and Incentives." Quarterly Journal of Eco- nomics, 123(3): 905-50.
Cited by
Sorted by citations
Unobservable Selection and Coefficient Stability: Theory and Evidence
Oster, E. (2019) · Journal of Business & Economic Statistics · doi:10.1080/07350015.2016.1227711 · Cited by 5,367 · see citing works
Tuskegee and the Health of Black Men*
Alsan, M., & Wanamaker, M. (2018) · The Quarterly Journal of Economics · doi:10.1093/qje/qjx029 · Cited by 464 · see citing works
Seeds of distrust: conflict in Uganda
Rohner, D., Thoenig, M., & Zilibotti, F. (2013) · Journal of Economic Growth · doi:10.1007/s10887-013-9093-1 · Cited by 371 · see citing works
The Legacy of Historical Conflict: Evidence from Africa
BESLEY, T., & REYNAL-QUEROL, M. (2014) · American Political Science Review · doi:10.1017/s0003055414000161 · Cited by 322 · see citing works
Acts of God? Religiosity and Natural Disasters Across Subnational World Districts*
Sinding Bentzen, J. (2019) · The Economic Journal · doi:10.1093/ej/uez008 · Cited by 299 · see citing works
Learning is inhibited by heat exposure, both internationally and within the United States
Park, R. J., Behrer, A. P., & Goodman, J. (2020) · Nature Human Behaviour · doi:10.1038/s41562-020-00959-9 · Cited by 187 · see citing works
Epidemics and trust: the case of the Spanish flu
Aassve, A., Alfani, G., Gandolfi, F., & Le Moglie, M. (2021) · Health Economics · doi:10.1002/hec.4218 · Cited by 156 · see citing works
Obschonka, M., Stuetzer, M., Rentfrow, P. J., Shaw-Taylor, L., Satchell, M., Silbereisen, R. K., Potter, J., & Gosling, S. D. (2018) · Journal of Personality and Social Psychology · doi:10.1037/pspp0000175 · Cited by 127 · see citing works
Anderson, S. (2018) · American Economic Review · doi:10.1257/aer.20151047 · Cited by 101 · see citing works
Broadband Internet and social capital
Geraci, A., Nardotto, M., Reggiani, T., & Sabatini, F. (2022) · Journal of Public Economics · doi:10.1016/j.jpubeco.2021.104578 · Cited by 89 · see citing works
Voter Preferences, Electoral Promises, and the Composition of Public Spending
Keefer, P., Scartascini, C., & Vlaicu, R. (2020) · doi:10.18235/0002434 · Cited by 10 · see citing works
COVID-19 pandemic and adolescent mental health in China: Micro evidence and socioeconomic mechanisms
Chen, B., Zhao, C., Li, X., & Liu, J. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1041376 · Cited by 7 · see citing works
- Authors
- Nunn, N., & Wantchekon, L.
- Affiliations
- Harvard University (US)
- Department of Politics (joint with Economics), New York University, 19 West Fourth Street, New York, NY 10012.
- ORCID
- Nunn, Nathan
- Venue
- American Economic Review
- Publisher
- American Economic Association
- Published
- 2011-12-01
- Volume
- 101
- Issue
- 7
- Pages
- 3221-3252
- ISSN
- 0002-8282 (ISSN-L)
- OpenAlex
- W2145309110
- Cited by
- 2,197
- References
- 2
- Citations by year
- 2026: 155 · 2025: 221 · 2024: 231 · 2023: 258 · 2022: 181 · 2021: 175 · 2020: 131 · 2019: 137 · 2018: 131 · 2017: 114 · 2016: 106 · 2015: 106 · 2014: 102 · 2013: 60 · 2012: 46
- FWCI
- 211.81
- Type
- journal article
- Language
- en
- Open access
- green
- nrs.harvard.edu
- Licence
- cc-by
- Locations
- American Economic Review (publishedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Demography › Culture, Economy, and Development Studies
- Social Sciences › Anthropology › Colonialism, slavery, and trade
- Social Sciences › Safety Research › Experimental Behavioral Economics Studies
- Keywords
- transatlantic slave trade, Indian Ocean slave trade, trust, intergenerational effects, ethnic groups, cultural norms, historical trauma, Africa
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review