IDEAS home Printed from https://ideas.repec.org/p/csa/wpaper/2012-20.html
   My bibliography  Save this paper

African polygamy: Past and present

Author

Listed:
  • James Fenske

Abstract

Motivated by a simple model, I use DHS data to test nine hypotheses about the prevalence and decline of African polygamy. First, greater female involvement in agriculture does not increase polygamy. Second, past inequality better predicts polygamy today than does current inequality. Third, the slave trade only predicts polygamy across broad regions. Fourth, modern female education does not reduce polygamy. Colonial schooling does. Fifth, economic growth has eroded polygamy. Sixth and seventh, rainfall shocks and war increase polygamy, though their effects are small. Eighth, polygamy varies smoothly over borders, national bans notwithstanding. Finally, falling child mortality has reduced polygamy.

Suggested Citation

  • James Fenske, 2012. "African polygamy: Past and present," CSAE Working Paper Series 2012-20, Centre for the Study of African Economies, University of Oxford.
  • Handle: RePEc:csa:wpaper:2012-20
    as

    Download full text from publisher

    File URL: http://www.csae.ox.ac.uk/materials/papers/csae-wps-2012-20.pdf
    Download Restriction: no

    Other versions of this item:

    References listed on IDEAS

    as
    1. Willa Friedman & Michael Kremer & Edward Miguel & Rebecca Thornton, 2016. "Education as Liberation?," Economica, London School of Economics and Political Science, vol. 83(329), pages 1-30, January.
    2. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    3. Osili, Una Okonkwo & Long, Bridget Terry, 2008. "Does female schooling reduce fertility? Evidence from Nigeria," Journal of Development Economics, Elsevier, vol. 87(1), pages 57-75, August.
    4. Alberto Alesina & Stelios Michalopoulos & Elias Papaioannou, 2016. "Ethnic Inequality," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 428-488.
    5. Rao, Vijayendra, 1993. "The Rising Price of Husbands: A Hedonic Analysis of Dowry Increases in Rural India," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 666-677, August.
    6. Elise Huillery, 2009. "History Matters: The Long-Term Impact of Colonial Public Investments in French West Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 1(2), pages 176-215, April.
    7. Milazzo, Annamaria, 2014. "Son preference, fertility and family structure : evidence from reproductive behavior among Nigerian women," Policy Research Working Paper Series 6869, The World Bank.
    8. Michele Tertilt, 2005. "Polygyny, Fertility, and Savings," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1341-1370, December.
    9. David De La Croix & Fabio Mariani, 2015. "From Polygyny to Serial Monogamy: A Unified Theory of Marriage Institutions," Review of Economic Studies, Oxford University Press, vol. 82(2), pages 565-607.
    10. Nathan Nunn, 2008. "The Long-term Effects of Africa's Slave Trades," The Quarterly Journal of Economics, Oxford University Press, vol. 123(1), pages 139-176.
    11. Nathan Nunn & Diego Puga, 2012. "Ruggedness: The Blessing of Bad Geography in Africa," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 20-36, February.
    12. Nico Voigtl?nder & Hans-Joachim Voth, 2013. "How the West "Invented" Fertility Restriction," American Economic Review, American Economic Association, vol. 103(6), pages 2227-2264, October.
    13. Louis Putterman & David N. Weil, 2010. "Post-1500 Population Flows and The Long-Run Determinants of Economic Growth and Inequality," The Quarterly Journal of Economics, Oxford University Press, vol. 125(4), pages 1627-1682.
    14. World Bank, 2007. "Education in Sierra Leone : Present Challenges, Future Opportunities," World Bank Publications, The World Bank, number 6653.
    15. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    16. Gould, Eric D. & Moav, Omer & Simhon, Avi, 2012. "Lifestyles of the rich and polygynous in Cote d’Ivoire," Economics Letters, Elsevier, vol. 115(3), pages 404-407.
    17. Ewout H.P. Frankema, 2012. "The origins of formal education in sub-Saharan Africa: was British rule more benign?," European Review of Economic History, Oxford University Press, vol. 16(4), pages 335-355, November.
    18. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    19. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    20. Nils-Petter Lagerlöf, 2010. "Pacifying monogamy," Journal of Economic Growth, Springer, vol. 15(3), pages 235-262, September.
    21. Stelios Michalopoulos & Alireza Naghavi & Giovanni Prarolo, 2010. "Trade and Geography in the Economic Origins of Islam: Theory and Evidence," Working Papers 2010.75, Fondazione Eni Enrico Mattei.
    22. Korn, Evelyn, 2000. "On the Formation of Family Structures," Public Choice, Springer, vol. 105(3-4), pages 357-372, December.
    23. Christopher Blattman & Nathan Fiala & Sebastian Martinez, 2014. "Generating Skilled Self-Employment in Developing Countries: Experimental Evidence from Uganda," The Quarterly Journal of Economics, Oxford University Press, vol. 129(2), pages 697-752.
    24. Anderson, Gary M. & Tollison, Robert D., 1998. "Celestial marriage and earthly rents: Interests and the prohibition of polygamy," Journal of Economic Behavior & Organization, Elsevier, vol. 37(2), pages 169-181, October.
    25. Oded Galor & Omer Moav & Dietrich Vollrath, 2009. "Inequality in Landownership, the Emergence of Human-Capital Promoting Institutions, and the Great Divergence," Review of Economic Studies, Oxford University Press, vol. 76(1), pages 143-179.
    26. Raymond Fisman & Edward Miguel, 2007. "Corruption, Norms, and Legal Enforcement: Evidence from Diplomatic Parking Tickets," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 1020-1048, December.
    27. Miriam Bruhn & Francisco A. Gallego, 2012. "Good, Bad, and Ugly Colonial Activities: Do They Matter for Economic Development?," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 433-461, May.
    28. Fuchs-Schundeln, Nicola & Alesina, Alberto, 2007. "Good-Bye Lenin (Or Not?): The Effect of Communism on People's Preferences," Scholarly Articles 4553032, Harvard University Department of Economics.
    29. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    30. Alberto Alesina & Paola Giuliano, 2010. "The power of the family," Journal of Economic Growth, Springer, vol. 15(2), pages 93-125, June.
    31. Easterly, William, 2007. "Inequality does cause underdevelopment: Insights from a new instrument," Journal of Development Economics, Elsevier, vol. 84(2), pages 755-776, November.
    32. Nico Voigtländer & Hans-Joachim Voth, 2012. "Persecution Perpetuated: The Medieval Origins of Anti-Semitic Violence in Nazi Germany," The Quarterly Journal of Economics, Oxford University Press, vol. 127(3), pages 1339-1392.
    33. John T. Dalton & Tin Cheuk Leung, 2014. "Why Is Polygyny More Prevalent in Western Africa? An African Slave Trade Perspective," Economic Development and Cultural Change, University of Chicago Press, vol. 62(4), pages 599-632.
    34. Elise Huillery, 2011. "The Impact of European Settlement within French West Africa: Did Pre-colonial Prosperous Areas Fall Behind?," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 20(2), pages 263-311, March.
    35. Lucia Breierova & Esther Duflo, 2003. "The Impact of Education on Fertility and Child Mortality: Do Fathers Really Matter Less Than Mothers?," OECD Development Centre Working Papers 217, OECD Publishing.
    36. Deininger, Klaus & Goyal, Aparajita & Nagarajan, Hari, 2010. "Inheritance law reform and women's access to capital : evidence from India's Hindu succession act," Policy Research Working Paper Series 5338, The World Bank.
    37. Becker, Gary S, 1974. "A Theory of Marriage: Part II," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 11-26, Part II, .
    38. Alberto Alesina & Paola Giuliano & Nathan Nunn, 2013. "On the Origins of Gender Roles: Women and the Plough," The Quarterly Journal of Economics, Oxford University Press, vol. 128(2), pages 469-530.
    39. Rosenzweig, Mark R & Stark, Oded, 1989. "Consumption Smoothing, Migration, and Marriage: Evidence from Rural India," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 905-926, August.
    40. Nicola Gennaioli & Ilia Rainer, 2007. "The modern impact of precolonial centralization in Africa," Journal of Economic Growth, Springer, vol. 12(3), pages 185-234, September.
    41. Shin-Yi Chou & Jin-Tan Liu & Michael Grossman & Ted Joyce, 2010. "Parental Education and Child Health: Evidence from a Natural Experiment in Taiwan," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 33-61, January.
    42. Duflo, Esther & Dupas, Pascaline & Kremer, Michael, 2015. "School governance, teacher incentives, and pupil–teacher ratios: Experimental evidence from Kenyan primary schools," Journal of Public Economics, Elsevier, vol. 123(C), pages 92-110.
    43. James Fenske, 2014. "Ecology, Trade, And States In Pre-Colonial Africa," Journal of the European Economic Association, European Economic Association, vol. 12(3), pages 612-640, June.
    44. Eliana Carranza, 2014. "Soil Endowments, Female Labor Force Participation, and the Demographic Deficit of Women in India," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 197-225, October.
    45. Rachel Glennerster & Edward Miguel & Alexander D. Rothenberg, 2013. "Collective Action in Diverse Sierra Leone Communities," Economic Journal, Royal Economic Society, vol. 0, pages 285-316, May.
    46. Chicoine, Luke, 2012. "Education and Fertility: Evidence from a Policy Change in Kenya," IZA Discussion Papers 6778, Institute for the Study of Labor (IZA).
    47. repec:dau:papers:123456789/4965 is not listed on IDEAS
    48. Matthew J. Baker & Christa N. Brunnschweiler & Erwin H. Bulte, 2008. "Did History Breed Inequality? Colonial Factor Endowments and Modern Income Distribution," CER-ETH Economics working paper series 08/86, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    49. Nathan Nunn, 2010. "Religious Conversion in Colonial Africa," American Economic Review, American Economic Association, vol. 100(2), pages 147-152, May.
    50. Jorge M. Agüero & Prashant Bharadwaj, 2014. "Do the More Educated Know More about Health? Evidence from Schooling and HIV Knowledge in Zimbabwe," Economic Development and Cultural Change, University of Chicago Press, vol. 62(3), pages 489-517.
    51. Eric D. Gould & Omer Moav & Avi Simhon, 2008. "The Mystery of Monogamy," American Economic Review, American Economic Association, vol. 98(1), pages 333-357, March.
    52. Osafo-Kwaako, Philip & Robinson, James A., 2013. "Political centralization in pre-colonial Africa," Journal of Comparative Economics, Elsevier, vol. 41(1), pages 6-21.
    53. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    54. Sascha O. Becker & Katrin Boeckh & Christa Hainz & Ludger Woessmann, 2016. "The Empire Is Dead, Long Live the Empire! Long‐Run Persistence of Trust and Corruption in the Bureaucracy," Economic Journal, Royal Economic Society, vol. 126(590), pages 40-74, February.
    55. Christopher Blattman & Edward Miguel, 2010. "Civil War," Journal of Economic Literature, American Economic Association, vol. 48(1), pages 3-57, March.
    56. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    57. Nathan Nunn, 2012. "Culture and the Historical Process," NBER Working Papers 17869, National Bureau of Economic Research, Inc.
    58. Jacoby, Hanan G, 1995. "The Economics of Polygyny in Sub-Saharan Africa: Female Productivity and the Demand for Wives in Cote d'Ivoire," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 938-971, October.
    59. Vikram Pathania, 2014. "The Impact of Malaria Control on Infant Mortality in Kenya," Economic Development and Cultural Change, University of Chicago Press, vol. 62(3), pages 459-487.
    60. Daron Acemoglu & Simon Johnson & James A. Robinson, 2002. "Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution," The Quarterly Journal of Economics, Oxford University Press, vol. 117(4), pages 1231-1294.
    61. Denis Cogneau & Sandrine Mesplé-Somps & Gilles Spielvogel, 2010. "Development at the border: a study of national integration in post-colonial West Africa," Working Papers DT/2010/12, DIAL (Développement, Institutions et Mondialisation).
    62. Daron Acemoglu & Tristan Reed & James A. Robinson, 2014. "Chiefs: Economic Development and Elite Control of Civil Society in Sierra Leone," Journal of Political Economy, University of Chicago Press, vol. 122(2), pages 319-368.
    63. Jutta Bolt & Dirk Bezemer, 2009. "Understanding Long-Run African Growth: Colonial Institutions or Colonial Education?," Journal of Development Studies, Taylor & Francis Journals, vol. 45(1), pages 24-54.
    64. Nancy Qian, 2008. "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance," The Quarterly Journal of Economics, Oxford University Press, vol. 123(3), pages 1251-1285.
    65. Stelios Michalopoulos & Elias Papaioannou, 2013. "Pre‐Colonial Ethnic Institutions and Contemporary African Development," Econometrica, Econometric Society, vol. 81(1), pages 113-152, January.
    66. Clarence Tsimpo & Quentin Wodon, 2014. "Assessing The Role Of Faith-Inspired Primary And Secondary Schools In Africa: Evidence From Multi-Purpose Surveys," The Review of Faith & International Affairs, Taylor & Francis Journals, vol. 12(2), pages 5-15, April.
    67. Miguel, Edward & Gugerty, Mary Kay, 2005. "Ethnic diversity, social sanctions, and public goods in Kenya," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2325-2368, December.
    68. Ted Bergstrom, "undated". "On the Economic of Polygyny," Papers _032, University of Michigan, Department of Economics.
    69. Mark R. Rosenzweig, 1993. "Women, Insurance Capital, and Economic Development in Rural India," Journal of Human Resources, University of Wisconsin Press, vol. 28(4), pages 735-758.
    70. Marcella Alsan, 2015. "The Effect of the TseTse Fly on African Development," American Economic Review, American Economic Association, vol. 105(1), pages 382-410, January.
    71. repec:oup:qjecon:v:129:y:2014:i:2:p:697-752. is not listed on IDEAS
    72. Kudo, Yuya, 2014. "Religion and polygamy : evidence from the livingstonia mission in Malawi," IDE Discussion Papers 477, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    73. Lena Edlund & Nils-Petter Lagerlöf, 2006. "Individual versus Parental Consent in Marriage: Implications for Intra-Household Resource Allocation and Growth," American Economic Review, American Economic Association, vol. 96(2), pages 304-307, May.
    74. T. Paul Schultz, 1999. "Health and Schooling Investments in Africa," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 67-88, Summer.
    75. Naci H. Mocan & Colin Cannonier, 2012. "Empowering Women Through Education: Evidence from Sierra Leone," NBER Working Papers 18016, National Bureau of Economic Research, Inc.
    76. Ambrus, Attila & Field, Erica, 2008. "Early Marriage, Age of Menarche, and Female Schooling Attainment in Bangladesh," Scholarly Articles 3200264, Harvard University Department of Economics.
    77. Guido Tabellini, 2008. "The Scope of Cooperation: Values and Incentives," The Quarterly Journal of Economics, Oxford University Press, vol. 123(3), pages 905-950.
    78. Attila Ambrus & Erica Field & Maximo Torero, 2010. "Muslim Family Law, Prenuptial Agreements, and the Emergence of Dowry in Bangladesh," The Quarterly Journal of Economics, Oxford University Press, vol. 125(3), pages 1349-1397.
    79. Marina E. Adshade & Brooks A. Kaiser, 2008. "The Origins of the Institutions of Marriage," Working Papers 1180, Queen's University, Department of Economics.
    80. Melissa Dell, 2010. "The Persistent Effects of Peru's Mining Mita," Econometrica, Econometric Society, vol. 78(6), pages 1863-1903, November.
    81. Nunn, Nathan, 2014. "Historical Development," Handbook of Economic Growth,in: Handbook of Economic Growth, edition 1, volume 2, chapter 7, pages 347-402 Elsevier.
    82. Brahmbhatt, Heena & Bishai, David & Wabwire-Mangen, Fred & Kigozi, Godfrey & Wawer, Maria & Gray, Ronald H., 2002. "Polygyny, maternal HIV status and child survival: Rakai, Uganda," Social Science & Medicine, Elsevier, vol. 55(4), pages 585-592, August.
    83. Pushan Dutt & Devashish Mitra, 2008. "Inequality and the Instability of Polity and Policy," Economic Journal, Royal Economic Society, vol. 118(531), pages 1285-1314, August.
    84. Grossbard-Shechtman, Amyra, 1986. "Economic behavior, marriage and fertility : Two lessons from polygyny," Journal of Economic Behavior & Organization, Elsevier, vol. 7(4), pages 415-424, December.
    85. Wodon, Quentin & Ying, Yvonne, 2009. "Literacy and Numeracy in Faith-Based and Government Schools in Sierra Leone," MPRA Paper 16462, University Library of Munich, Germany.
    86. Christopher Blattman & Jeannie Annan, 2010. "The Consequences of Child Soldiering," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 882-898, November.
    87. Markus Goldstein & Christopher Udry, 2008. "The Profits of Power: Land Rights and Agricultural Investment in Ghana," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 981-1022, December.
    88. repec:cup:apsrev:v:106:y:2012:i:02:p:244-274_00 is not listed on IDEAS
    89. Erica Field & Attila Ambrus, 2008. "Early Marriage, Age of Menarche, and Female Schooling Attainment in Bangladesh," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 881-930, October.
    90. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    91. repec:hrv:faseco:33077826 is not listed on IDEAS
    92. repec:dau:papers:123456789/4316 is not listed on IDEAS
    93. Erica Field & Seema Jayachandran & Rohini Pande, 2010. "Do Traditional Institutions Constrain Female Entrepreneurship? A Field Experiment on Business Training in India," American Economic Review, American Economic Association, vol. 100(2), pages 125-129, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alberto Alesina & Benedetta Brioschi & Eliana La Ferrara, 2016. "Violence Against Women: A Cross-cultural Analysis for Africa," NBER Working Papers 21901, National Bureau of Economic Research, Inc.
    2. Meier zu Selhausen, Felix, 2016. "Women's empowerment in Uganda: colonial roots and contemporary efforts, 1894-2012," Economics PhD Theses 0715, Department of Economics, University of Sussex.
    3. Marie Boltz & Isabelle Chort, 2015. "The Risk of Polygamy and Wives Saving Behavior," PSE Working Papers halshs-01183453, HAL.
    4. Marshall Makate, 2016. "Education Policy and Under-Five Survival in Uganda: Evidence from the Demographic and Health Surveys," Social Sciences, MDPI, Open Access Journal, vol. 5(4), pages 1-17, October.
    5. Makate, Marshall & Makate, Clifton, 2016. "The causal effect of increased primary schooling on child mortality in Malawi: Universal primary education as a natural experiment," Social Science & Medicine, Elsevier, vol. 168(C), pages 72-83.
    6. Bhalotra, Sonia R. & Pogge, Thomas, 2012. "Ethical and Economic Perspectives on Global Health Interventions," IZA Policy Papers 38, Institute for the Study of Labor (IZA).
    7. Anukriti, S & Dasgupta, Shatanjaya, 2017. "Marriage Markets in Developing Countries," IZA Discussion Papers 10556, Institute for the Study of Labor (IZA).
    8. Collins, Julia C. & Foltz, Jeremy D., 2013. "Gender Production Differentials In Africa," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150130, Agricultural and Applied Economics Association.
    9. repec:eee:wdevel:v:95:y:2017:i:c:p:211-230 is not listed on IDEAS
    10. Julia Anna Matz, 2016. "Productivity, Rank, and Returns in Polygamy," Demography, Springer;Population Association of America (PAA), vol. 53(5), pages 1319-1350, October.
    11. Boris Gershman, 2016. "Long-Run Development and the New Cultural Economics," Working Papers 2016-06, American University, Department of Economics.
    12. Natascha Wagner & Matthias Rieger, 2015. "Polygyny and Child Growth: Evidence From Twenty-Six African Countries," Feminist Economics, Taylor & Francis Journals, vol. 21(2), pages 105-130, April.
    13. James Fenske, 2014. "Ecology, Trade, And States In Pre-Colonial Africa," Journal of the European Economic Association, European Economic Association, vol. 12(3), pages 612-640, June.
    14. Nunn, Nathan, 2014. "Historical Development," Handbook of Economic Growth,in: Handbook of Economic Growth, edition 1, volume 2, chapter 7, pages 347-402 Elsevier.
    15. James Fenske, 2014. "Ecology, Trade, And States In Pre-Colonial Africa," Journal of the European Economic Association, European Economic Association, vol. 12(3), pages 612-640, 06.

    More about this item

    JEL classification:

    • N57 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries - - - Africa; Oceania
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:csa:wpaper:2012-20. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Richard Payne). General contact details of provider: http://edirc.repec.org/data/csaoxuk.html .

    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 CitEc recognized a reference but did not link an item in RePEc 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 RePEc Author Service 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.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.