"Automation" of Manufacturing in the Late Nineteenth Century: The Hand and Machine Labor Study
Author
Abstract
Suggested Citation
Note: DOI: 10.1257/jep.33.2.51
Download full text from publisher
References listed on IDEAS
- Broadberry, Stephen N., 1998. "How Did the United States and Germany Overtake Britian? A Sectoral Analysis of Comparative Productivity Levels, 1870–1990," The Journal of Economic History, Cambridge University Press, vol. 58(2), pages 375-407, June.
- Alexandra de Pleijt & Alessandro Nuvolari & Jacob Weisdorf, 2020.
"Human Capital Formation During the First Industrial Revolution: Evidence from the use of Steam Engines,"
Journal of the European Economic Association, European Economic Association, vol. 18(2), pages 829-889.
- Pleijt, Alexandra M. de & Nuvolari, Alessandro & Weisdorf, Jacob, 2016. "Human Capital Formation during the First Industrial Revolution: Evidence from the Use of Steam Engines," CAGE Online Working Paper Series 294, Competitive Advantage in the Global Economy (CAGE).
- Weisdorf, Jacob & de Pleijt, Alexandra & Nuvolari, Alessandro, 2018. "Human Capital Formation during the First Industrial Revolution: Evidence from the Use of Steam Engines," CEPR Discussion Papers 12987, C.E.P.R. Discussion Papers.
- Raphaël Franck & Oded Galor, 2022.
"Technology-Skill Complementarity in Early Phases of Industrialisation,"
The Economic Journal, Royal Economic Society, vol. 132(642), pages 618-643.
- Franck, Raphaël & Galor, Oded, 2016. "Technology-Skill Complementarity in the Early Phase of Industrialization," IZA Discussion Papers 9758, Institute of Labor Economics (IZA).
- Raphaël Franck & Oded Galor, 2017. "Technology-Skill Complementarity in Early Phases of Industrialization," NBER Working Papers 23197, National Bureau of Economic Research, Inc.
- Galor, Oded & Franck, Raphaël, 2017. "Technology-Skill Complementarity in Early Phases of Industrialization," CEPR Discussion Papers 11865, C.E.P.R. Discussion Papers.
- Gray, Rowena, 2013.
"Taking technology to task: The skill content of technological change in early twentieth century United States,"
Explorations in Economic History, Elsevier, vol. 50(3), pages 351-367.
- Rowena Gray, 2011. "Taking Technology to Task: The Skill Content of Technological Change in Early Twentieth Century United States," Working Papers 0009, European Historical Economics Society (EHES).
- Atack, Jeremy & Bateman, Fred & Margo, Robert A., 2008.
"Steam power, establishment size, and labor productivity growth in nineteenth century American manufacturing,"
Explorations in Economic History, Elsevier, vol. 45(2), pages 185-198, April.
- Jeremy Atack & Fred Bateman & Robert Margo, 2006. "Steam Power, Establishment Size, and Labor Productivity Growth in Nineteenth Century American Manufacturing," NBER Working Papers 11931, National Bureau of Economic Research, Inc.
- Leah Platt Boustan & Carola Frydman & Robert A. Margo, 2014. "Human Capital in History: The American Record," NBER Books, National Bureau of Economic Research, Inc, number bous12-1.
- Autor, David H., 2013.
"The "task approach" to labor markets : an overview,"
Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(3), pages 185-199.
- David H. Autor, 2013. "The “task approach” to labor markets: an overview [Der „TASKS-Ansatz“ für Arbeitsmärkte: ein Überblick]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 46(3), pages 185-199, September.
- David H. Autor, 2013. "The "Task Approach" to Labor Markets: An Overview," NBER Working Papers 18711, National Bureau of Economic Research, Inc.
- Autor, David, 2013. "The "Task Approach" to Labor Markets: An Overview," IZA Discussion Papers 7178, Institute of Labor Economics (IZA).
- Boustan, Leah Platt & Frydman, Carola & Margo, Robert A. (ed.), 2014. "Human Capital in History," National Bureau of Economic Research Books, University of Chicago Press, number 9780226163895.
- Hugh Rockoff, 2019.
"On the Controversies behind the Origins of the Federal Economic Statistics,"
Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 147-164, Winter.
- Hugh Rockoff, 2019. "On the Controversies behind the Origins of the Federal Economic Statistics," NBER Working Papers 25431, National Bureau of Economic Research, Inc.
- Kim, Sukkoo, 2005. "Industrialization and urbanization: Did the steam engine contribute to the growth of cities in the United States?," Explorations in Economic History, Elsevier, vol. 42(4), pages 586-598, October.
- Lawrence F. Katz & Robert A. Margo, 2014.
"Technical Change and the Relative Demand for Skilled Labor: The United States in Historical Perspective,"
NBER Chapters, in: Human Capital in History: The American Record, pages 15-57,
National Bureau of Economic Research, Inc.
- Lawrence F. Katz & Robert A. Margo, 2013. "Technical Change and the Relative Demand for Skilled Labor: The United States in Historical Perspective," NBER Working Papers 18752, National Bureau of Economic Research, Inc.
- Temin, Peter, 1966. "Steam and Waterpower in the Early Nineteenth Century," The Journal of Economic History, Cambridge University Press, vol. 26(2), pages 187-205, June.
- Ojala, Jari & Pehkonen, Jaakko & Eloranta, Jari, 2016. "Deskilling and decline in skill premium during the age of sail: Swedish and Finnish seamen, 1751–1913," Explorations in Economic History, Elsevier, vol. 61(C), pages 85-94.
- Sukkoo Kim, 2005. "Industrialization and Urbanization: Did the Steam Engine Contribute to the Growth of Cities in the United States?," NBER Working Papers 11206, National Bureau of Economic Research, Inc.
- Atack, Jeremy, 1979. "Fact in fiction? The relative costs of steam and water power: a simulation approach," Explorations in Economic History, Elsevier, vol. 16(4), pages 409-437, October.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Leah Platt Boustan & Jiwon Choi & David Clingingsmith, 2024. "The Political Fallout of Machine Tool Automation in the Mid-20th Century United States," NBER Chapters, in: The Economic History of American Inequality: New Evidence and Perspectives, National Bureau of Economic Research, Inc.
- Ager, Philipp & Goñi, Marc & Salvanes, Kjell Gunnar, 2023.
"Gender-biased technological change: Milking machines and the exodus of women from farming,"
Discussion Paper Series in Economics
16/2023, Norwegian School of Economics, Department of Economics.
- Philipp Ager & Marc Goni & Kjell G. Salvanes, 2024. "Gender-Biased Technological Change: Milking Machines and the Exodus of Woman From Farming," CRC TR 224 Discussion Paper Series crctr224_2024_535, University of Bonn and University of Mannheim, Germany.
- Philipp Ager & Marc Goñi & Kjell Salvanes, 2023. "Gender-Biased Technological Change: Milking Machines and the Exodus of Women from Farming," Working Papers 2023-017, Human Capital and Economic Opportunity Working Group.
- Ager, Philipp & Goñi, Marc & Salvanes, Kjell G., 2023. "Gender-Biased Technological Change: Milking Machines and the Exodus of Women from Farming," IZA Discussion Papers 16347, Institute of Labor Economics (IZA).
- Atack, Jeremy & Margo, Robert A. & Rhode, Paul W., 2024.
"De-skilling: Evidence from late nineteenth century American manufacturing,"
Explorations in Economic History, Elsevier, vol. 91(C).
- Jeremy Atack & Robert A. Margo & Paul Rhode, 2023. "De-skilling: Evidence from Late Nineteenth Century American Manufacturing," NBER Working Papers 31334, National Bureau of Economic Research, Inc.
- Antón, José-Ignacio & Fernández-Macías, Enrique & Winter-Ebmer, Rudolf, 2020.
"Does Robotization Affect Job Quality? Evidence from European Regional Labour Markets,"
IZA Discussion Papers
13975, Institute of Labor Economics (IZA).
- José-Ignacio Antón & Enrique Fernández-Macías & Rudolf Winter-Ebmer, 2020. "Does robotization affect job quality? Evidence from European regional labour markets," CDL Aging, Health, Labor working papers 2020-20, The Christian Doppler (CD) Laboratory Aging, Health, and the Labor Market, Johannes Kepler University Linz, Austria.
- Winter-Ebmer, Rudolf & Antón, José-Ignacio & Fernandez-Macias, Enrique, 2020. "Does robotization affect job quality? Evidence from European regional labour markets," CEPR Discussion Papers 15586, C.E.P.R. Discussion Papers.
- Antón, José Ignacio & Fernández-Macías, Enrique & Rudolf Winter-Ebmer, 2021. "Does robotization affect job quality? Evidence from European regional labour markets," JRC Working Papers on Labour, Education and Technology 2021-05, Joint Research Centre.
- José-Ignacio Antón & Enrique Fernández-Macías & Rudolf Winter-Ebmer, 2020. "Does robotization affect job quality? Evidence from European regional labour markets," Economics working papers 2020-20, Department of Economics, Johannes Kepler University Linz, Austria.
- Jos'e-Ignacio Ant'on & Rudolf Winter-Ebmer & Enrique Fern'andez-Mac'ias, 2022. "Does robotization affect job quality? Evidence from European regional labour markets," Papers 2208.14248, arXiv.org.
- Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022.
"Tracing the evolution of service robotics: Insights from a topic modeling approach,"
Technological Forecasting and Social Change, Elsevier, vol. 174(C).
- Ott, Ingrid & Savin, Ivan & Konop, Chris, 2021. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Kiel Working Papers 2180, Kiel Institute for the World Economy (IfW Kiel).
- Avi Goldfarb, 2024. "Pause artificial intelligence research? Understanding AI policy challenges," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(2), pages 363-377, May.
- Guimarães, Luís & Mazeda Gil, Pedro, 2022.
"Looking ahead at the effects of automation in an economy with matching frictions,"
Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
- Guimarães, Luis & Gil, Pedro, 2019. "Looking ahead at the effects of automation in an economy with matching frictions," MPRA Paper 96238, University Library of Munich, Germany.
- Benjamin Schneider & Hillary Vipond, 2023. "The Past and Future of Work: How History Can Inform the Age of Automation," CESifo Working Paper Series 10766, CESifo.
- David Autor & Caroline Chin & Anna M. Salomons & Bryan Seegmiller, 2022.
"New Frontiers: The Origins and Content of New Work, 1940–2018,"
NBER Working Papers
30389, National Bureau of Economic Research, Inc.
- David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2022. "New frontiers: The origins and content of new work, 1940-2018," POID Working Papers 049, Centre for Economic Performance, LSE.
- Jeremy Atack & Robert A. Margo & Paul W. Rhode, 2024.
"Wage Inequality in American Manufacturing, 1820–1940: New Evidence,"
NBER Chapters, in: The Economic History of American Inequality: New Evidence and Perspectives,
National Bureau of Economic Research, Inc.
- Jeremy Atack & Robert A. Margo & Paul Rhode, 2023. "Wage Inequality in American Manufacturing, 1820-1940: New Evidence," NBER Working Papers 31163, National Bureau of Economic Research, Inc.
- Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
- Bernardo S Buarque & Ronald B Davies & Ryan M Hynes & Dieter F Kogler, 2020.
"OK Computer: the creation and integration of AI in Europe,"
Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 175-192.
- Bernardo S. Buarque & Ronald B. Davies & Dieter Franz Kogler & Ryan M. Hynes, 2019. "OK Computer: The Creation and Integration of AI in Europe," Working Papers 201911, School of Economics, University College Dublin.
- Caitlin Allen Whitehead & Haroon Bhorat & Robert Hill & Tim Köhler & François Steenkamp, 2021. "The Potential Employment Implications of the Fourth Industrial Revolution Technologies: The Case of the Manufacturing, Engineering and Related Services Sector," Working Papers 202106, University of Cape Town, Development Policy Research Unit.
- John Carter Braxton & Kyle F. Herkenhoff & Jonathan Rothbaum & Lawrence Schmidt, 2021.
"Changing Income Risk across the US Skill Distribution: Evidence from a Generalized Kalman Filter,"
Opportunity and Inclusive Growth Institute Working Papers
55, Federal Reserve Bank of Minneapolis.
- J. Carter Braxton & Kyle F. Herkenhoff & Jonathan L. Rothbaum & Lawrence Schmidt, 2021. "Changing Income Risk across the US Skill Distribution: Evidence from a Generalized Kalman Filter," NBER Working Papers 29567, National Bureau of Economic Research, Inc.
- Kaplan, Andreas & Haenlein, Michael, 2020. "Rulers of the world, unite! The challenges and opportunities of artificial intelligence," Business Horizons, Elsevier, vol. 63(1), pages 37-50.
- Chuan, Amanda & Zhang, Weilong, 2023. "Non-college Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," IZA Discussion Papers 16089, Institute of Labor Economics (IZA).
- Jeff Borland & Michael Coelli, 2023. "The Australian labour market and IT-enabled technological change," Melbourne Institute Working Paper Series wp2023n01, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- Raphaël Franck, 2022.
"Labor Scarcity, Technology Adoption and Innovation: Evidence from the Cholera Pandemics in 19th Century France,"
CESifo Working Paper Series
9528, CESifo.
- Franck, Raphaël, 2022. "Labor Scarcity, Technology Adoption and Innovation: Evidence from the Cholera Pandemics in 19th Century France," CEPR Discussion Papers 16928, C.E.P.R. Discussion Papers.
- Marvin Goodfriend & John McDermott, 2021. "The American System of economic growth," Journal of Economic Growth, Springer, vol. 26(1), pages 31-75, March.
- José-Ignacio Antón & David Klenert & Enrique Fernández-MacÃas & Maria Cesira Urzì Brancati & Georgios Alaveras, 2022.
"The labour market impact of robotisation in Europe,"
European Journal of Industrial Relations, , vol. 28(3), pages 317-339, September.
- Jose-Ignacio Anton & David Klenert & Enrique Fernandez-Macias & Maria Cesira Urzi Brancati & Georgios Alaveras, 2020. "The labour market impact of robotisation in Europe," JRC Working Papers on Labour, Education and Technology 2020-06, Joint Research Centre.
- Jeremy Atack & Robert A. Margo & Paul Rhode, 2020. "‘Mechanization Takes Command’: Inanimate Power and Labor Productivity in Late Nineteenth Century American Manufacturing," NBER Working Papers 27436, National Bureau of Economic Research, Inc.
- Matej Belin, 2021. "Does Robots´Reach Exceed Their Grasp? Differential Impacts of Robot Adoption and Spillover Effects on Workers in the Czech Republic," CERGE-EI Working Papers wp688, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- Schneider, Benjamin & Vipond, Hillary, 2023. "The past and future of work: how history can inform the age of automation," Economic History Working Papers 119282, London School of Economics and Political Science, Department of Economic History.
- Atack, Jeremy & Margo, Robert A. & Rhode, Paul W., 2022.
"Industrialization and urbanization in nineteenth century America,"
Regional Science and Urban Economics, Elsevier, vol. 94(C).
- Jeremy Atack & Robert A. Margo & Paul Rhode, 2021. "Industrialization and Urbanization in Nineteenth Century America," NBER Working Papers 28597, National Bureau of Economic Research, Inc.
- Lipowski, Cäcilia & Salomons, Anna & Zierahn-Weilage, Ulrich, 2024. "Expertise at work: New technologies, new skills, and worker impacts," ZEW Discussion Papers 24-044, ZEW - Leibniz Centre for European Economic Research.
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.- Jeremy Atack & Robert A. Margo & Paul Rhode, 2020. "‘Mechanization Takes Command’: Inanimate Power and Labor Productivity in Late Nineteenth Century American Manufacturing," NBER Working Papers 27436, National Bureau of Economic Research, Inc.
- Stefan Leknes & Jørgen Modalsli, 2018. "Who benefited from industrialization? The local effects of hydropower technology adoption," Discussion Papers 874, Statistics Norway, Research Department.
- Alex W. Chernoff, 2021. "Firm heterogeneity, technology adoption and the spatial distribution of population: Theory and measurement," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(2), pages 475-521, May.
- Guy Michaels & Ferdinand Rauch & Stephen J Redding, 2019.
"Task Specialization in U.S. Cities from 1880 to 2000,"
Journal of the European Economic Association, European Economic Association, vol. 17(3), pages 754-798.
- Guy Michaels & Ferdinand Rauch & Stephen J. Redding, 2013. "Task Specialization in U.S. Cities from 1880-2000," CEP Discussion Papers dp1186, Centre for Economic Performance, LSE.
- Michaels, Guy & Rauch, Ferdinand & Redding, Stephen, 2019. "Task specialization in U.S. cities from 1880-2000," LSE Research Online Documents on Economics 85163, London School of Economics and Political Science, LSE Library.
- Guy Michaels & Ferdinand Rauch & Stephen J. Redding, 2013. "Task Specialization in U.S. Cities from 1880-2000," NBER Working Papers 18715, National Bureau of Economic Research, Inc.
- Redding, Stephen & Michaels, Guy & Rauch, Ferdinand, 2013. "Task Specialization in U.S. Cities from 1880-2000," CEPR Discussion Papers 9308, C.E.P.R. Discussion Papers.
- Michaels, Guy & Rauch, Ferdinand & Redding, Stephen J., 2013. "Task specialization in U.S. cities from 1880-2000," LSE Research Online Documents on Economics 48925, London School of Economics and Political Science, LSE Library.
- Ferdinand Rauch & Guy Michaels & Stephen J. Redding, 2013. "Task Specialization in U.S. Cities from 1880-2000," Economics Series Working Papers 638, University of Oxford, Department of Economics.
- Atack, Jeremy & Bateman, Fred & Margo, Robert A., 2008.
"Steam power, establishment size, and labor productivity growth in nineteenth century American manufacturing,"
Explorations in Economic History, Elsevier, vol. 45(2), pages 185-198, April.
- Jeremy Atack & Fred Bateman & Robert Margo, 2006. "Steam Power, Establishment Size, and Labor Productivity Growth in Nineteenth Century American Manufacturing," NBER Working Papers 11931, National Bureau of Economic Research, Inc.
- Enflo, Kerstin & Molinder, Jakob & Karlsson, Tobias, 2019.
"More Power to the People: Electricity Adoption, Technological Change and Social Conflict,"
CEPR Discussion Papers
13986, C.E.P.R. Discussion Papers.
- Molinder, Jakob & Karlsson, Tobias & Enflo, Kerstin, 2019. "More Power to the People: Electricity Adoption, Technological Change and Social Conflict," Lund Papers in Economic History 206, Lund University, Department of Economic History, revised 13 Oct 2020.
- Krzywdzinski, Martin & Jo, Hyung Je, 2022. "Skill formation, automation and governance: comparing German and Korean automotive manufacturers in Central-Eastern Europe," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 18(1), pages 115-136.
- Gunes, Pinar Mine & Ural Marchand, Beyza, 2020.
"Macroeconomic conditions and child schooling in Turkey,"
Labour Economics, Elsevier, vol. 63(C).
- Gunes, Pinar Mine & Ural Marchand, Beyza, 2018. "Macroeconomic Conditions and Child Schooling in Turkey," IZA Discussion Papers 11686, Institute of Labor Economics (IZA).
- Gunes, Pinar & Ural Marchand, Beyza, 2018. "Macroeconomic Conditions and Child Schooling in Turkey," Working Papers 2018-10, University of Alberta, Department of Economics.
- Marvin Goodfriend & John McDermott, 2021. "The American System of economic growth," Journal of Economic Growth, Springer, vol. 26(1), pages 31-75, March.
- Atack, Jeremy & Margo, Robert A. & Rhode, Paul W., 2022.
"Industrialization and urbanization in nineteenth century America,"
Regional Science and Urban Economics, Elsevier, vol. 94(C).
- Jeremy Atack & Robert A. Margo & Paul Rhode, 2021. "Industrialization and Urbanization in Nineteenth Century America," NBER Working Papers 28597, National Bureau of Economic Research, Inc.
- Stähler, Nikolai, 2021.
"The Impact of Aging and Automation on the Macroeconomy and Inequality,"
Journal of Macroeconomics, Elsevier, vol. 67(C).
- Stähler, Nikolai, 2020. "The impact of aging and automation on the macroeconomy and inequality," Discussion Papers 30/2020, Deutsche Bundesbank.
- Theresa Gutberlet, 2014. "Mechanization and the spatial distribution of industries in the German Empire, 1875 to 1907," Economic History Review, Economic History Society, vol. 67(2), pages 463-491, May.
- Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
- Shih-tse Lo & Dhanoos Sutthiphisal, 2008. "Crossover Inventions And Knowledge Diffusion Of General Purpose Technologies? Evidence From The Electrical Technology," NBER Working Papers 14043, National Bureau of Economic Research, Inc.
- Katz, Ori, 2018. "Railroads, Economic Development, and the Demographic Transition in the United States," MPRA Paper 88869, University Library of Munich, Germany.
- Martin Fiszbein, 2017. "Agricultural Diversity, Structural Change and Long-run Development: Evidence from the U.S," NBER Working Papers 23183, National Bureau of Economic Research, Inc.
- Alexander V. Giczy & Nicholas A. Pairolero & Andrew A. Toole, 2022. "Identifying artificial intelligence (AI) invention: a novel AI patent dataset," The Journal of Technology Transfer, Springer, vol. 47(2), pages 476-505, April.
- Dora L. Costa, 2015.
"Health and the Economy in the United States from 1750 to the Present,"
Journal of Economic Literature, American Economic Association, vol. 53(3), pages 503-570, September.
- Dora Costa, 2013. "Health and the Economy in the United States, from 1750 to the Present," NBER Working Papers 19685, National Bureau of Economic Research, Inc.
- Robert C. Allen, 2021. "The Interplay among Wages, Technology, and Globalization: The Labour Market and Inequality, 1620-2020," Working Papers 20210065, New York University Abu Dhabi, Department of Social Science, revised Jun 2021.
- Nielsen, Hana, 2021. "Coal and Sugar: The Black and White Gold of Czech Industrialization (1841-1863)," Lund Papers in Economic History 229, Lund University, Department of Economic History.
More about this item
JEL classification:
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
- M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management
- N31 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - U.S.; Canada: Pre-1913
- N61 - Economic History - - Manufacturing and Construction - - - U.S.; Canada: Pre-1913
Statistics
Access and download statisticsCorrections
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:aea:jecper:v:33:y:2019:i:2:p:51-70. 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: Michael P. Albert (email available below). General contact details of provider: https://edirc.repec.org/data/aeaaaea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.