IDEAS home Printed from https://ideas.repec.org/a/kap/jecgro/v28y2023i2d10.1007_s10887-022-09216-2.html
   My bibliography  Save this article

The empirics of economic growth over time and across nations: a unified growth perspective

Author

Listed:
  • Matteo Cervellati

    (CEPR, University of Bologna)

  • Gerrit Meyerheim

    (University of Munich (LMU))

  • Uwe Sunde

    (CEPR, CESifo, IZA, University of Munich (LMU))

Abstract

This research develops an expanded unified growth theory that incorporates the endogenous accumulation of physical capital, population, human capital, and technology. The model incorporates a complementarity between physical capital and human capital and can be extended to a multi-country setting with international technology diffusion. The analytical characterization of the mechanisms behind the observed patterns of long-run growth and comparative development delivers a consistent explanation for a large set of seemingly unrelated empirical facts. A quantitative multi-country version of the model matches various empirical regularities of long-run growth dynamics and comparative development patterns that have previously been studied in isolation. The findings also shed new light on the role of the demographic transition for convergence patterns, the specification of cross-country growth regressions, technology spillovers, and the secular stagnation debate.

Suggested Citation

  • Matteo Cervellati & Gerrit Meyerheim & Uwe Sunde, 2023. "The empirics of economic growth over time and across nations: a unified growth perspective," Journal of Economic Growth, Springer, vol. 28(2), pages 173-224, June.
    • Handle: RePEc:kap:jecgro:v:28:y:2023:i:2:d:10.1007_s10887-022-09216-2
    DOI: 10.1007/s10887-022-09216-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10887-022-09216-2
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10887-022-09216-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. John Bongaarts, 2002. "The End of the Fertility Transition in the Developed World," Population and Development Review, The Population Council, Inc., vol. 28(3), pages 419-443, September.
    2. Cervellati, Matteo & Meyerheim, Gerrit & Sunde, Uwe, 2019. "The timing of the demographic transition and economic growth," Economics Letters, Elsevier, vol. 181(C), pages 43-46.
    3. Matteo Cervellati & Uwe Sunde, 2011. "Life expectancy and economic growth: the role of the demographic transition," Journal of Economic Growth, Springer, vol. 16(2), pages 99-133, June.
    4. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    5. Holger Strulik & Klaus Prettner & Alexia Prskawetz, 2013. "The past and future of knowledge-based growth," Journal of Economic Growth, Springer, vol. 18(4), pages 411-437, December.
    6. Ines Lindner & Holger Strulik, 2020. "Innovation And Inequality In A Small World," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(2), pages 683-719, May.
    7. Jeremy Greenwood & Nezih Guner & Ricardo Marto, 2021. "The Great Transition: Kuznets Facts for Family-Economists," Economie d'Avant Garde Research Reports 33, Economie d'Avant Garde.
    8. Matthias Doepke, 2004. "Accounting for Fertility Decline During the Transition to Growth," Journal of Economic Growth, Springer, vol. 9(3), pages 347-383, September.
    9. Nicholas Crafts & Terence C Mills, 2022. "Considering the Counterfactual: Real Wages in the First Industrial Revolution," The Economic Journal, Royal Economic Society, vol. 132(645), pages 1994-2006.
    10. Oded Galor, 2010. "The Demographic Transition: Causes and Consequences," Working Papers 2010-12, Brown University, Department of Economics.
    11. Broadberry,Stephen & Campbell,Bruce M. S. & Klein,Alexander & Overton,Mark & van Leeuwen,Bas, 2015. "British Economic Growth, 1270–1870," Cambridge Books, Cambridge University Press, number 9781107070783.
    12. Matteo Cervellati & Uwe Sunde, 2015. "The Economic and Demographic Transition, Mortality, and Comparative Development," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 189-225, July.
    13. Thomas Baudin & Robert Stelter, 2022. "The rural exodus and the rise of Europe," Journal of Economic Growth, Springer, vol. 27(3), pages 365-414, September.
    14. Eric A. Hanushek & Jens Ruhose & Ludger Woessmann, 2017. "Knowledge Capital and Aggregate Income Differences: Development Accounting for US States," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 184-224, October.
    15. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    16. Gary D. Hansen & Edward C. Prescott, 2002. "Malthus to Solow," American Economic Review, American Economic Association, vol. 92(4), pages 1205-1217, September.
    17. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    18. Sascha O. Becker & Erik Hornung & Ludger Woessmann, 2011. "Education and Catch-Up in the Industrial Revolution," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 92-126, July.
    19. Quamrul Ashraf & Oded Galor, 2011. "Dynamics and Stagnation in the Malthusian Epoch," American Economic Review, American Economic Association, vol. 101(5), pages 2003-2041, August.
    20. Dalgaard, Carl-Johan & Strulik, Holger, 2013. "The history augmented Solow model," European Economic Review, Elsevier, vol. 63(C), pages 134-149.
    21. Oded Galor, 2011. "Unified Growth Theory and Comparative Development," Rivista di Politica Economica, SIPI Spa, issue 2, pages 9-21, April-Jun.
    22. Gary S. Becker & Kevin M. Murphy & Robert Tamura, 1994. "Human Capital, Fertility, and Economic Growth," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 323-350, National Bureau of Economic Research, Inc.
    23. Jane Humphries & Jacob Weisdorf, 2019. "Unreal Wages? Real Income and Economic Growth in England, 1260–1850," The Economic Journal, Royal Economic Society, vol. 129(623), pages 2867-2887.
    24. Matteo Cervellati & Uwe Sunde & Klaus F. Zimmermann, 2017. "Demographic dynamics and long-run development: insights for the secular stagnation debate," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(2), pages 401-432, April.
    25. Fernández-Villaverde, Jesús & Delventhal, Matthew J. & Guner, Nezih, 2021. "Demographic Transitions Across Time and Space," CEPR Discussion Papers 16708, C.E.P.R. Discussion Papers.
    26. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    27. Gundlach, Erich & Paldam, Martin, 2020. "A hump-shaped transitional growth path as a general pattern in long-run development," Economic Systems, Elsevier, vol. 44(3).
    28. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    29. Palma, Nuno & Reis, Jaime, 2019. "From Convergence to Divergence: Portuguese Economic Growth, 1527–1850," The Journal of Economic History, Cambridge University Press, vol. 79(2), pages 477-506, June.
    30. Benhabib, Jess & Spiegel, Mark M., 2005. "Human Capital and Technology Diffusion," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 13, pages 935-966, Elsevier.
    31. Charles I. Jones & Paul M. Romer, 2010. "The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 224-245, January.
    32. C. Betrán & J. Ferri & Maria A. Pons, 2010. "Explaining UK wage inequality in the past globalisation period, 1880–1913," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 4(1), pages 19-50, January.
    33. Oded Galor, 2012. "The demographic transition: causes and consequences," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 6(1), pages 1-28, January.
    34. Chang-Tai Hsieh & Peter J. Klenow, 2010. "Development Accounting," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 207-223, January.
    35. Allen, Robert C., 2009. "Engels' pause: Technical change, capital accumulation, and inequality in the british industrial revolution," Explorations in Economic History, Elsevier, vol. 46(4), pages 418-435, October.
    36. Lee, Jong-Wha & Lee, Hanol, 2016. "Human capital in the long run," Journal of Development Economics, Elsevier, vol. 122(C), pages 147-169.
    37. Oded Galor & Omer Moav & Dietrich Vollrath, 2005. "Inequality in Landownership, the Emergence of Human-Capital Promoting Institutions, and the Great Divergence," Working Papers 2005-03, Brown University, Department of Economics.
    38. Oded Galor & Omer Moav & Dietrich Vollrath, 2009. "Inequality in Landownership, the Emergence of Human-Capital Promoting Institutions, and the Great Divergence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 143-179.
    39. Cervellati, Matteo & Sunde, Uwe, 2011. "Disease and development: The role of life expectancy reconsidered," Economics Letters, Elsevier, vol. 113(3), pages 269-272.
    40. Uwe Sunde & Thomas Vischer, 2015. "Human Capital and Growth: Specification Matters," Economica, London School of Economics and Political Science, vol. 82(326), pages 368-390, April.
    41. Francesco Caselli & James Feyrer, 2007. "The Marginal Product of Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 535-568.
    42. Claudia Goldin & Lawrence F. Katz, 2007. "The Race between Education and Technology: The Evolution of U.S. Educational Wage Differentials, 1890 to 2005," NBER Working Papers 12984, National Bureau of Economic Research, Inc.
    43. Uwe Sunde & Thomas Dohmen & Benjamin Enke & Armin Falkbriq & David Huffman & Gerrit Meyerheim, 2022. "Patience and Comparative Development [How Large Are Human-capital Externalities? Evidence from Compulsory Schooling Laws]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(5), pages 2806-2840.
    44. Diego Comin & Martí Mestieri, 2018. "If Technology Has Arrived Everywhere, Why Has Income Diverged?," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 137-178, July.
    45. Gregory Clark, 2010. "The macroeconomic aggregates for England, 1209–2008," Research in Economic History, in: Research in Economic History, pages 51-140, Emerald Group Publishing Limited.
    46. Turvey, Ralph, 2010. "The cost of living in London, 1740-1834," Economic History Working Papers 29960, London School of Economics and Political Science, Department of Economic History.
    47. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    48. Oded Galor & Andrew Mountford, 2008. "Trading Population for Productivity: Theory and Evidence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1143-1179.
    49. Feinstein, Charles H., 1998. "Pessimism Perpetuated: Real Wages and the Standard of Living in Britain during and after the Industrial Revolution," The Journal of Economic History, Cambridge University Press, vol. 58(3), pages 625-658, September.
    50. repec:oup:qjecon:v:128:y:2012:i:1:p:105-164 is not listed on IDEAS
    51. Cohen, Daniel & Leker, Laura, 2014. "Health and Education: Another Look with the Proper Data," CEPR Discussion Papers 9940, C.E.P.R. Discussion Papers.
    52. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    53. Holger Strulik & Jacob Weisdorf, 2008. "Population, food, and knowledge: a simple unified growth theory," Journal of Economic Growth, Springer, vol. 13(3), pages 195-216, September.
    54. Michael Bar & Oksana Leukhina, 2010. "Demographic Transition and Industrial Revolution: A Macroeconomic Investigation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(2), pages 424-451, April.
    55. van Zanden, Jan Luiten & van Leeuwen, Bas, 2012. "Persistent but not consistent: The growth of national income in Holland 1347–1807," Explorations in Economic History, Elsevier, vol. 49(2), pages 119-130.
    56. Jakob B. Madsen, 2014. "Human Capital and the World Technology Frontier," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 676-692, October.
    57. Matteo Cervellati & Uwe Sunde, 2005. "Human Capital Formation, Life Expectancy, and the Process of Development," American Economic Review, American Economic Association, vol. 95(5), pages 1653-1672, December.
    58. Roger Fouquet & Stephen Broadberry, 2015. "Seven Centuries of European Economic Growth and Decline," Journal of Economic Perspectives, American Economic Association, vol. 29(4), pages 227-244, Fall.
    59. Robert J. Gordon, 2016. "Perspectives on The Rise and Fall of American Growth," American Economic Review, American Economic Association, vol. 106(5), pages 72-76, May.
    60. Joseph Zeira, 2009. "Why and How Education Affects Economic Growth," Review of International Economics, Wiley Blackwell, vol. 17(3), pages 602-614, August.
    61. Nancy Stokey, 2021. "Technology and Skill: Twin Engines of Growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 40, pages 12-43, April.
    62. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    63. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 39-82, March.
    64. Oded Galor & Omer Moav, 2006. "Das Human-Kapital: A Theory of the Demise of the Class Structure," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(1), pages 85-117.
    65. Kalemli-Ozcan, Sebnem, 2003. "A stochastic model of mortality, fertility, and human capital investment," Journal of Development Economics, Elsevier, vol. 70(1), pages 103-118, February.
    66. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    67. Nicholas Crafts, 2021. "Understanding productivity growth in the industrial revolution," Economic History Review, Economic History Society, vol. 74(2), pages 309-338, May.
    68. Schön, Lennart & Krantz, Olle, 2015. "New Swedish Historical National Accounts since the 16th Century in Constant and Current Prices," Lund Papers in Economic History 140, Lund University, Department of Economic History.
    69. Oded Galor, 2011. "Unified Growth Theory," Economics Books, Princeton University Press, edition 1, number 9477.
    70. Diego A. Comin & Martí Mestieri, 2010. "An Intensive Exploration of Technology Diffusion," NBER Working Papers 16379, National Bureau of Economic Research, Inc.
    71. Mikko Myrskylä & Hans-Peter Kohler & Francesco C. Billari, 2009. "Advances in development reverse fertility declines," Nature, Nature, vol. 460(7256), pages 741-743, August.
    72. repec:oup:econjl:v:129:y:2019:i:10:p:2867-2887. is not listed on IDEAS
    73. 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.
    74. Michael Kremer, 1993. "Population Growth and Technological Change: One Million B.C. to 1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 681-716.
    75. Robert J. Gordon, 2014. "The Demise of U.S. Economic Growth: Restatement, Rebuttal, and Reflections," NBER Working Papers 19895, National Bureau of Economic Research, Inc.
    76. Malanima, Paolo, 2011. "The long decline of a leading economy: GDP in central and northern Italy, 1300–1913," European Review of Economic History, Cambridge University Press, vol. 15(2), pages 169-219, August.
    77. Nancy Stokey, 2015. "Catching up and falling behind," Journal of Economic Growth, Springer, vol. 20(1), pages 1-36, March.
    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. Fernández-Villaverde, Jesús & Delventhal, Matthew J. & Guner, Nezih, 2021. "Demographic Transitions Across Time and Space," CEPR Discussion Papers 16708, C.E.P.R. Discussion Papers.
    2. Cervellati, Matteo & Meyerheim, Gerrit & Sunde, Uwe, 2023. "Human capital and the diffusion of technology," Economics Letters, Elsevier, vol. 226(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lehmann-Hasemeyer, Sibylle H. & Prettner, Klaus & Tscheuschner, Paul, 2020. "The scientific revolution and its role in the transition to sustained economic growth," Hohenheim Discussion Papers in Business, Economics and Social Sciences 06-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    2. Lehmann-Hasemeyer, Sibylle & Prettner, Klaus & Tscheuschner, Paul, 2023. "The scientific revolution and its implications for long-run economic development," World Development, Elsevier, vol. 168(C).
    3. Jakob B. Madsen & Fabrice Murtin, 2017. "British economic growth since 1270: the role of education," Journal of Economic Growth, Springer, vol. 22(3), pages 229-272, September.
    4. Nguyen Thang Dao & Julio Dávila & Angela Greulich, 2021. "The education gender gap and the demographic transition in developing countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 431-474, April.
    5. Strulik, Holger & Werner, Katharina, 2014. "Elite education, mass education, and the transition to modern growth," University of Göttingen Working Papers in Economics 205, University of Goettingen, Department of Economics.
    6. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    7. Jakob Madsen & Holger Strulik, 2023. "Testing unified growth theory: Technological progress and the child quantity‐quality tradeoff," Quantitative Economics, Econometric Society, vol. 14(1), pages 235-275, January.
    8. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    9. Ho, Chi Pui, 2016. "Industrious Selection: Explaining Five Revolutions and Two Divergences in Eurasian Economic History within a Unified Growth Framework," MPRA Paper 73862, University Library of Munich, Germany.
    10. James Foreman-Peck & Peng Zhou, 2021. "Fertility versus productivity: a model of growth with evolutionary equilibria," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 1073-1104, July.
    11. Broadberry, Stephen & Ghosal, Sayantan & Proto, Eugenio, 2017. "Anonymity, efficiency wages and technological progress," Journal of Development Economics, Elsevier, vol. 127(C), pages 379-394.
    12. Madsen, Jakob B. & Robertson, Peter E. & Ye, Longfeng, 2019. "Malthus was right: Explaining a millennium of stagnation," European Economic Review, Elsevier, vol. 118(C), pages 51-68.
    13. Cervellati, Matteo & Meyerheim, Gerrit & Sunde, Uwe, 2023. "Human capital and the diffusion of technology," Economics Letters, Elsevier, vol. 226(C).
    14. Oded Galor, 2009. "2008 Lawrence R. Klein Lecture ñComparative Economic Development: Insights from Unified Growth Theory," Working Papers 2009-10, Brown University, Department of Economics.
    15. William F. Maloney & Felipe Valencia Caicedo, 2017. "Engineering Growth: Innovative Capacity and Development in the Americas," CESifo Working Paper Series 6339, CESifo.
    16. Oded Galor, 2010. "The 2008 Lawrence R. Klein Lecture-Comparative Economic Development: Insights From Unified Growth Theory," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(1), pages 1-44, February.
    17. Francesco Cinnirella & Jochen Streb, 2017. "The role of human capital and innovation in economic development: evidence from post-Malthusian Prussia," Journal of Economic Growth, Springer, vol. 22(2), pages 193-227, June.
    18. Sascha Becker & Francesco Cinnirella & Ludger Woessmann, 2010. "The trade-off between fertility and education: evidence from before the demographic transition," Journal of Economic Growth, Springer, vol. 15(3), pages 177-204, September.
    19. David E Bloom & Michael Kuhn & Klaus Prettner, 2020. "The contribution of female health to economic development [The costs of missing the Millennium Development Goal on gender equity]," The Economic Journal, Royal Economic Society, vol. 130(630), pages 1650-1677.
    20. Madsen, Jakob & Strulik, Holger, 2020. "Technological change and inequality in the very long run," European Economic Review, Elsevier, vol. 129(C).

    More about this item

    Keywords

    Unified growth; Long-run development; Demographic transition; Secular stagnation;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

    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:kap:jecgro:v:28:y:2023:i:2:d:10.1007_s10887-022-09216-2. See general information about how to correct material in RePEc.

    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 bibliographic 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.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.