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Rethinking “Distance From”: Lessons from Wittenberg and Mainz

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  • Zhao, Qiyi C.

Abstract

An influential literature in early modern economic history uses “distance from” as an instrumental or a control variable. I show that “distance from Wittenberg” and “distance from Mainz,” two prominent instruments for the adoption of Protestantism and printing technology, have historical and econometric drawbacks that engender misleading conclusions. Historical data challenge the assumption that distance determined access to ideas or technology. Placebo tests and simulations reveal that “distance from” variables frequently produce falsely significant estimates in first stage and OLS regressions. My findings suggest caution in using “distance from” instruments for the adoption of ideas and technologies.

Suggested Citation

  • Zhao, Qiyi C., 2023. "Rethinking “Distance From”: Lessons from Wittenberg and Mainz," MPRA Paper 118414, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:118414
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    File URL: https://mpra.ub.uni-muenchen.de/118414/1/distance%20paper%20draft%20June%2028%202023.pdf
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    References listed on IDEAS

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    1. Daron Acemoglu & Davide Cantoni & Simon Johnson & James A. Robinson, 2011. "The Consequences of Radical Reform: The French Revolution," American Economic Review, American Economic Association, vol. 101(7), pages 3286-3307, December.
    2. Sascha O. Becker & Ludger Woessmann, 2018. "Social Cohesion, Religious Beliefs, and the Effect of Protestantism on Suicide," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 377-391, July.
    3. 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.
    4. Dieterle, Steven G. & Snell, Andy, 2016. "A simple diagnostic to investigate instrument validity and heterogeneous effects when using a single instrument," Labour Economics, Elsevier, vol. 42(C), pages 76-86.
    5. Erik Hornung, 2014. "Immigration and the Diffusion of Technology: The Huguenot Diaspora in Prussia," American Economic Review, American Economic Association, vol. 104(1), pages 84-122, January.
    6. Mara P. Squicciarini, 2020. "Devotion and Development: Religiosity, Education, and Economic Progress in Nineteenth-Century France," American Economic Review, American Economic Association, vol. 110(11), pages 3454-3491, November.
    7. Jared Rubin, 2014. "Printing and Protestants: An Empirical Test of the Role of Printing in the Reformation," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 270-286, May.
    8. Kersting, Felix & Wohnsiedler, Iris & Wolf, Nikolaus, 2020. "Weber Revisited: The Protestant Ethic and the Spirit of Nationalism," The Journal of Economic History, Cambridge University Press, vol. 80(3), pages 710-745, September.
    9. Young, Alwyn, 2022. "Consistency without Inference: Instrumental Variables in Practical Application," European Economic Review, Elsevier, vol. 147(C).
    10. Boerner, Lars & Rubin, Jared & Severgnini, Battista, 2021. "A time to print, a time to reform," European Economic Review, Elsevier, vol. 138(C).
    11. Jeremiah E. Dittmar, 2011. "Information Technology and Economic Change: The Impact of The Printing Press," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1133-1172.
    12. Sascha O. Becker & Steven Pfaff & Yuan Hsiao & Jared Rubin, 2023. "Competing Social Influence in Contested Diffusion: Luther, Erasmus and the Spread of the Protestant Reformation," Working Papers 23-03, Chapman University, Economic Science Institute.
    13. Christian Dippel and Bryan Leonard, 2021. "Not-so-Natural Experiments in History," Journal of Historical Political Economy, now publishers, vol. 1(1), pages 1-30, June.
    14. Young, Alwyn, 2022. "Consistency without inference: instrumental variables in practical application," LSE Research Online Documents on Economics 115011, London School of Economics and Political Science, LSE Library.
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    More about this item

    Keywords

    distance from; Reformation; printing; religion; Protestantism; idea and technology diffusion; instrumental variable; early modern economic history;
    All these keywords.

    JEL classification:

    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation
    • N0 - Economic History - - General
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative
    • N13 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - Europe: Pre-1913
    • N3 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy
    • N30 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - General, International, or Comparative
    • N33 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Europe: Pre-1913
    • N70 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - General, International, or Comparative
    • N73 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - Europe: Pre-1913
    • N93 - Economic History - - Regional and Urban History - - - Europe: Pre-1913
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth

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