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In the shadow of coal: How large-scale industries contributed to present-day regional differences in personality and well-being

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  • Obschonka, Martin
  • Stuetzer, Michael
  • Rentfrow, Peter J.
  • Shaw-Taylor, Leigh
  • Satchell, Max
  • Silbereisen, Rainer K.
  • Potter, Jeff
  • Gosling, Samuel D.

Abstract

Recent research has identified regional variation of personality traits within countries but we know little about the underlying drivers of this variation. We propose that the Industrial Revolution, as a key era in the history of industrialized nations, has led to a persistent clustering of well-being outcomes and personality traits associated with psychological adversity via processes of selective migration and socialization. Analyzing data from England and Wales, we examine relationships between the historical employment share in large-scale coal-based industries (coal mining and steam-powered manufacturing industries that used this coal as fuel for their steam engines) and today’s regional variation in personality and well-being. Even after controlling for possible historical confounds (historical energy supply, education, wealth, geology, climate, population density), we find that the historical local dominance of large-scale coal-based industries predicts today’s markers of psychological adversity (lower Conscientiousness [and order facet scores], higher Neuroticism [and anxiety and depression facet scores], lower activity [an Extraversion facet], and lower life satisfaction and life expectancy). An instrumental variable analysis, using the historical location of coalfields, supports the causal assumption behind these effects (with the exception of life satisfaction). Further analyses focusing on mechanisms hint at the roles of selective migration and persisting economic hardship. Finally, a robustness check in the U.S. replicates the effect of the historical concentration of large-scale industries on today’s levels of psychological adversity. Taken together, the results show how today’s regional patterns of personality and well-being may have their roots in major societal changes underway decades or centuries earlier.

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  • Obschonka, Martin & Stuetzer, Michael & Rentfrow, Peter J. & Shaw-Taylor, Leigh & Satchell, Max & Silbereisen, Rainer K. & Potter, Jeff & Gosling, Samuel D., 2018. "In the shadow of coal: How large-scale industries contributed to present-day regional differences in personality and well-being," MPRA Paper 89645, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:89645
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    4. Kamila Svobodova & John R. Owen & Deanna Kemp & Vítězslav Moudrý & Éléonore Lèbre & Martin Stringer & Benjamin K. Sovacool, 2022. "Decarbonization, population disruption and resource inventories in the global energy transition," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    5. Donna Feir & Rob Gillezeau & Maggie E. C. Jones, 2019. "The Slaughter of the Bison and Reversal of Fortunes on the Great Plains," Center for Indian Country Development series 1-2019, Federal Reserve Bank of Minneapolis.
    6. Daly, Michael & Obschonka, Martin & Stuetzer, Michael & Sutin, Angelina & Shaw-Taylor, Leigh & Satchell, Max & Robinson, Eric, 2019. "Neuroticism Mediates the Relationship Between Industrial History and Modern-Day Regional Obesity Levels," MPRA Paper 106505, University Library of Munich, Germany, revised 23 Jul 2020.
    7. Ahn, Taehyun & Goh, Young-Geun, 2021. "The long-term influences of ability mixing on soft skills," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 367-386.
    8. Tavassoli, Sam & Obschonka, Martin & Audretsch, David B., 2021. "Entrepreneurship in Cities," Research Policy, Elsevier, vol. 50(7).
    9. Huan Yang & Xinning Zhang, 2023. "Persistence of culture: how the entrepreneurial culture of origin contributes to migrant entrepreneurship," Small Business Economics, Springer, vol. 61(3), pages 1179-1204, October.
    10. Martin Obschonka & Neil Lee & Andrés Rodríguez-Pose & Johannes C. Eichstaedt & Tobias Ebert, 2020. "Big data methods, social media, and the psychology of entrepreneurial regions: capturing cross-county personality traits and their impact on entrepreneurship in the USA," Small Business Economics, Springer, vol. 55(3), pages 567-588, October.
    11. Reher, Leonie & Runst, Petrik & Thomä, Jörg, 2022. "Personality and regional innovativeness: An empirical analysis of German patent data," ifh Working Papers 39/2022, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    12. Martin Obschonka & Michael Stuetzer & Alexander Newman & Cristina B. Gibson & Samuel D. Gosling & Peter J. Rentfrow & Jeff Potter, 2023. "Corruption revisited: the influence of national personality, culture, and wealth," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(8), pages 1577-1587, October.
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    14. Martin Obschonka & David B. Audretsch, 2020. "Artificial intelligence and big data in entrepreneurship: a new era has begun," Small Business Economics, Springer, vol. 55(3), pages 529-539, October.

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    More about this item

    Keywords

    Industrial Revolution; regional well-being; adversity; Big Five personality traits; historical factors;
    All these keywords.

    JEL classification:

    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • N93 - Economic History - - Regional and Urban History - - - Europe: Pre-1913

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