IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/696.html
   My bibliography  Save this paper

Expanding the Measurement of Culture with a Sample of Two Billion Humans

Author

Listed:
  • Obradovich, Nick
  • Özak, Ömer
  • Martín, Ignacio
  • Ortuño-Ortín, Ignacio
  • Awad, Edmond
  • Cebrián, Manuel
  • Cuevas, Rubén
  • Desmet, Klaus
  • Rahwan, Iyad
  • Cuevas, Ángel

Abstract

Culture has played a pivotal role in human evolution. Yet, the ability of social scientists to study culture is limited by the currently available measurement instruments. Scholars of culture must regularly choose between scalable but sparse survey-based methods or restricted but rich ethnographic methods. Here, we demonstrate that massive online social networks can advance the study of human culture by providing quantitative, scalable, and high-resolution measurement of behaviorally revealed cultural values and preferences. We employ publicly available data across nearly 60,000 topic dimensions drawn from two billion Facebook users across 225 countries and territories. We first validate that cultural distances calculated from this measurement instrument correspond to traditional survey-based and objective measures of cross-national cultural differences. We then demonstrate that this expanded measure enables rich insight into the cultural landscape globally at previously impossible resolution. We analyze the importance of national borders in shaping culture, explore unique cultural markers that identify subnational population groups, and compare subnational divisiveness to gender divisiveness across countries. The global collection of massive data on human behavior provides a high-dimensional complement to traditional cultural metrics. Further, the granularity of the measure presents enormous promise to advance scholars' understanding of additional fundamental questions in the social sciences. The measure enables detailed investigation into the geopolitical stability of countries, social cleavages within both small and large-scale human groups, the integration of migrant populations, and the disaffection of certain population groups from the political process, among myriad other potential future applications.

Suggested Citation

  • Obradovich, Nick & Özak, Ömer & Martín, Ignacio & Ortuño-Ortín, Ignacio & Awad, Edmond & Cebrián, Manuel & Cuevas, Rubén & Desmet, Klaus & Rahwan, Iyad & Cuevas, Ángel, 2020. "Expanding the Measurement of Culture with a Sample of Two Billion Humans," GLO Discussion Paper Series 696, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:696
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/225503/1/GLO-DP-0696.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Alberto Alesina & Enrico Spolaore, 1997. "On the Number and Size of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1027-1056.
    2. Scott Atran & Joseph Henrich, 2010. "The Evolution of Religion: How Cognitive By-Products, Adaptive Learning Heuristics, Ritual Displays, and Group Competition Generate Deep Commitments to Prosocial Religio," Post-Print ijn_00505193, HAL.
    3. Enrico Spolaore & Alberto Alesina & Romain Wacziarg, 2000. "Economic Integration and Political Disintegration," American Economic Review, American Economic Association, vol. 90(5), pages 1276-1296, December.
    4. Oded Shenkar, 2001. "Cultural Distance Revisited: Towards a More Rigorous Conceptualization and Measurement of Cultural Differences," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 519-535, September.
    5. Robert N. Bontempo & William P. Bottom & Elke U. Weber, 1997. "Cross‐Cultural Differences in Risk Perception: A Model‐Based Approach," Risk Analysis, John Wiley & Sons, vol. 17(4), pages 479-488, August.
    6. Oded Galor & Ömer Özak, 2016. "The Agricultural Origins of Time Preference," American Economic Review, American Economic Association, vol. 106(10), pages 3064-3103, October.
    7. Armin Falk & Anke Becker & Thomas Dohmen & David Huffman & Uwe Sunde, 2023. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences," Management Science, INFORMS, vol. 69(4), pages 1935-1950, April.
    8. Gianmarco I.P. Ottaviano & Giovanni Peri, 2021. "The economic value of cultural diversity: evidence from US cities," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 7, pages 187-222, World Scientific Publishing Co. Pte. Ltd..
    9. Klaus Desmet & Michel Breton & Ignacio Ortuño-Ortín & Shlomo Weber, 2011. "The stability and breakup of nations: a quantitative analysis," Journal of Economic Growth, Springer, vol. 16(3), pages 183-213, September.
    10. Alberto Alesina & Eliana La Ferrara, 2003. "Ethnic Diversity and Economic Performance," Harvard Institute of Economic Research Working Papers 2028, Harvard - Institute of Economic Research.
    11. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    12. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    13. Enrico Spolaore & Romain Wacziarg, 2018. "Ancestry and development: New evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(5), pages 748-762, August.
    14. Fearon, James D, 2003. "Ethnic and Cultural Diversity by Country," Journal of Economic Growth, Springer, vol. 8(2), pages 195-222, June.
    15. Byron Reeves & Thomas Robinson & Nilam Ram, 2020. "Time for the Human Screenome Project," Nature, Nature, vol. 577(7790), pages 314-317, January.
    16. Desmet, Klaus & Ortuño-Ortín, Ignacio & Wacziarg, Romain, 2012. "The political economy of linguistic cleavages," Journal of Development Economics, Elsevier, vol. 97(2), pages 322-338.
    17. Benjamin Enke, 2019. "Kinship, Cooperation, and the Evolution of Moral Systems," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 953-1019.
    18. Fisher, Robert J, 1993. "Social Desirability Bias and the Validity of Indirect Questioning," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(2), pages 303-315, September.
    19. Posner, Daniel N., 2004. "The Political Salience of Cultural Difference: Why Chewas and Tumbukas Are Allies in Zambia and Adversaries in Malawi," American Political Science Review, Cambridge University Press, vol. 98(4), pages 529-545, November.
    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. Eric A. Hanushek & Lavinia Kinne & Pietro Sancassani & Ludger Woessmann, 2023. "Can Patience Account for Subnational Differences in Student Achievement? Regional Analysis with Facebook Interests," CESifo Working Paper Series 10660, CESifo.
    2. Roskruge, Matthew & Poot, Jacques, 2024. "The Relationship between Social Capital and Migrant Integration, Ethnic Diversity, and Spatial Sorting," IZA Discussion Papers 17012, Institute of Labor Economics (IZA).
    3. Nassiri-Mofakham, Faria & Huhns, Michael N., 2023. "Role of culture in water resources management via sustainable social automated negotiation," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
    4. Carolina Coimbra Vieira & Sophie Lohmann & Emilio Zagheni, 2023. "The value of cultural similarity for predicting migration: evidence from digital trace data," MPIDR Working Papers WP-2023-009, Max Planck Institute for Demographic Research, Rostock, Germany.

    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. Mariko Nakagawa & Shonosuke Sugasawa, 2022. "Linguistic distance and economic development: A cross‐country analysis," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 793-834, May.
    2. Silvia Angerer & Daniela Glätzle-Rützler & Philipp Lergetporer & Matthias Sutter, 2021. "The effects of language on patience: an experimental replication study of the linguistic-savings hypothesis in Austria," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(1), pages 88-97, September.
    3. Valencia Caicedo, Felipe & Dohmen, Thomas & Pondorfer, Andreas, 2023. "Religion and cooperation across the globe," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 479-489.
    4. Beine, Michel & Peracchi, Silvia & Zanaj, Skerdilajda, 2023. "Ancestral diversity and performance: Evidence from football data," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 193-214.
    5. Cemal Eren Arbatlı & Quamrul H. Ashraf & Oded Galor & Marc Klemp, 2020. "Diversity and Conflict," Econometrica, Econometric Society, vol. 88(2), pages 727-797, March.
    6. Delis, Manthos D. & Dioikitopoulos, Evangelos V. & Ongena, Steven, 2023. "Population diversity and financial risk-taking," Journal of Banking & Finance, Elsevier, vol. 151(C).
    7. Oded Galor & Ömer Özak & Assaf Sarid, 2018. "Geographical Roots of the Coevolution of Cultural and Linguistic Traits," NBER Working Papers 25289, National Bureau of Economic Research, Inc.
    8. Joseph Flavian Gomes, 2020. "The health costs of ethnic distance: evidence from sub-Saharan Africa," Journal of Economic Growth, Springer, vol. 25(2), pages 195-226, June.
    9. Benos, Nikos & Kammas, Pantelis, 2023. "The effect of ethnic diversity on the participation in social groups: Evidence from trade unions," European Journal of Political Economy, Elsevier, vol. 77(C).
    10. Qin, Yu & Ruan, Jianqing & Wang, Ling & Yan, Jubo, 2022. "Genetic distance and intra-national variation in preferences and behaviours," Journal of Asian Economics, Elsevier, vol. 83(C).
    11. Matija Kovacic & Cristina Elisa Orso, 2023. "Who’s afraid of immigration? The effect of economic preferences on tolerance," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(3), pages 1901-1940, July.
    12. Areendam Chanda & Bulent Unel, 2021. "Do attitudes toward risk taking affect entrepreneurship? Evidence from second-generation Americans," Journal of Economic Growth, Springer, vol. 26(4), pages 385-413, December.
    13. Klaus Desmet & Ignacio Ortuño-Ortín & Romain Wacziarg, 2009. "The political economy of ethnolinguistic cleavages," Working Papers 2009-17, Instituto Madrileño de Estudios Avanzados (IMDEA) Ciencias Sociales.
    14. Gerring, John & Thacker, Strom C. & Lu, Yuan & Huang, Wei, 2015. "Does Diversity Impair Human Development? A Multi-Level Test of the Diversity Debit Hypothesis," World Development, Elsevier, vol. 66(C), pages 166-188.
    15. Victor Ginsburgh & Shlomo Weber, 2020. "The Economics of Language," Journal of Economic Literature, American Economic Association, vol. 58(2), pages 348-404, June.
    16. Nijkamp, Peter & Poot, Jacques, 2015. "Cultural Diversity: A Matter of Measurement," IZA Discussion Papers 8782, Institute of Labor Economics (IZA).
    17. Möhrle, Sascha & Sunde, Uwe, 2021. "Distance to the pre-industrial technological frontier, patience, and economic development," Economics Letters, Elsevier, vol. 201(C).
    18. Chad Sparber, 2009. "Racial Diversity and Aggregate Productivity in U.S. Industries: 1980–2000," Southern Economic Journal, John Wiley & Sons, vol. 75(3), pages 829-856, January.
    19. Sundar Ponnusamy & Mohammad Abbas Hakeem, 2024. "Ethnic inequality and public health," Health Economics, John Wiley & Sons, Ltd., vol. 33(1), pages 41-58, January.
    20. Glätzle-Rützler, Daniela & Lergetporer, Philipp & Sutter, Matthias, 2021. "Collective intertemporal decisions and heterogeneity in groups," Games and Economic Behavior, Elsevier, vol. 130(C), pages 131-147.

    More about this item

    Keywords

    Culture; Cultural Distance; Identity; Regional Culture; Gender Differences;
    All these keywords.

    JEL classification:

    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • Z10 - Other Special Topics - - Cultural Economics - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:zbw:glodps:696. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/glabode.html .

    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.