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Cultural affinity and international trade in motion pictures: Empirical evidence using categorised internet search activity

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  • Shin, Sunny Y.
  • McKenzie, Jordi
  • Crosby, Paul

Abstract

It is well established that cultural affinity between countries affects international trade patterns. To date, most research on this topic has only considered cultural affinity between a pair of countries as a single measure that is static over time. In this paper, we introduce a novel bi-directional and time-varying measure of cultural affinity and examine its relevance to sectoral trade with an application to the motion picture industry. Using Google Trends search topics related to countries, and specific to the ‘Arts and Entertainment’ category, we construct a measure of ‘relative search interest’ (RSI) as a proxy for cultural affinity. We incorporate this proxy into a structural gravity model of motion picture trade and find that a one percent increase in RSI is associated with a 0.2–0.4 percent increase in box office revenue flow. Our analysis suggests that RSI in other categories can provide useful insights in other industries.

Suggested Citation

  • Shin, Sunny Y. & McKenzie, Jordi & Crosby, Paul, 2024. "Cultural affinity and international trade in motion pictures: Empirical evidence using categorised internet search activity," Economic Modelling, Elsevier, vol. 136(C).
  • Handle: RePEc:eee:ecmode:v:136:y:2024:i:c:s0264999324000889
    DOI: 10.1016/j.econmod.2024.106732
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    1. Maris Goldmanis & Ali Hortaçsu & Chad Syverson & Önsel Emre, 2010. "E-Commerce and the Market Structure of Retail Industries," Economic Journal, Royal Economic Society, vol. 120(545), pages 651-682, June.
    2. Melitz, Jacques & Toubal, Farid, 2014. "Native language, spoken language, translation and trade," Journal of International Economics, Elsevier, vol. 93(2), pages 351-363.
    3. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-1721, September.
    4. Jordi McKenzie, 2012. "The Economics Of Movies: A Literature Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 42-70, February.
    5. Fondeur, Y. & Karamé, F., 2013. "Can Google data help predict French youth unemployment?," Economic Modelling, Elsevier, vol. 30(C), pages 117-125.
    6. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    7. Ronald B. Davies & Delia Ionascu & Helga Kristjánsdóttir, 2008. "Estimating the Impact of Time-Invariant Variables on FDI with Fixed Effects," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(3), pages 381-407, October.
    8. Stephens-Davidowitz, Seth, 2014. "The cost of racial animus on a black candidate: Evidence using Google search data," Journal of Public Economics, Elsevier, vol. 118(C), pages 26-40.
    9. Santana-Gallego, María & Ledesma-Rodríguez, Francisco J. & Pérez-Rodríguez, Jorge V., 2016. "International trade and tourism flows: An extension of the gravity model," Economic Modelling, Elsevier, vol. 52(PB), pages 1026-1033.
    10. Dasgupta, Kunal & Mondria, Jordi, 2018. "Inattentive importers," Journal of International Economics, Elsevier, vol. 112(C), pages 150-165.
    11. Brodeur, Abel & Clark, Andrew E. & Fleche, Sarah & Powdthavee, Nattavudh, 2021. "COVID-19, lockdowns and well-being: Evidence from Google Trends," Journal of Public Economics, Elsevier, vol. 193(C).
    12. Gregory Lewis, 2011. "Asymmetric Information, Adverse Selection and Online Disclosure: The Case of eBay Motors," American Economic Review, American Economic Association, vol. 101(4), pages 1535-1546, June.
    13. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    14. Fan Feng & Ravi Sharma, 2016. "Modeling the Main Determinants of Movie Sales: An Econometric Study of Chinese Marketplace," Journal of Reviews on Global Economics, Lifescience Global, vol. 5, pages 190-209.
    15. Aggarwal, Raj & Kearney, Colm & Lucey, Brian, 2012. "Gravity and culture in foreign portfolio investment," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 525-538.
    16. Desislava Budeva, 2010. "Cross‐cultural differences in evaluating product characteristics: motion pictures," Management Research Review, Emerald Group Publishing Limited, vol. 33(5), pages 423-436, April.
    17. Felbermayr, Gabriel J. & Toubal, Farid, 2010. "Cultural proximity and trade," European Economic Review, Elsevier, vol. 54(2), pages 279-293, February.
    18. Jordi McKenzie, 2023. "The economics of movies (revisited): A survey of recent literature," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 480-525, April.
    19. Blum, Bernardo S. & Goldfarb, Avi, 2006. "Does the internet defy the law of gravity?," Journal of International Economics, Elsevier, vol. 70(2), pages 384-405, December.
    20. Hyunyoung Choi & Hal Varian, 2012. "Predicting the Present with Google Trends," The Economic Record, The Economic Society of Australia, vol. 88(s1), pages 2-9, June.
    21. Hanson, Gordon & Xiang, Chong, 2011. "Trade barriers and trade flows with product heterogeneity: An application to US motion picture exports," Journal of International Economics, Elsevier, vol. 83(1), pages 14-26, January.
    22. M. Utku Özmen, 2018. "Cross-country variation in the share of national movies in total box office revenue," Journal of Media Economics, Taylor & Francis Journals, vol. 31(3-4), pages 117-132, October.
    23. Anne-Célia Disdier & Keith Head, 2008. "The Puzzling Persistence of the Distance Effect on Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 37-48, February.
    24. Ali Hortaçsu & F. Asís Martínez-Jerez & Jason Douglas, 2009. "The Geography of Trade in Online Transactions: Evidence from eBay and MercadoLibre," American Economic Journal: Microeconomics, American Economic Association, vol. 1(1), pages 53-74, February.
    25. Bailey, Michael & Gupta, Abhinav & Hillenbrand, Sebastian & Kuchler, Theresa & Richmond, Robert & Stroebel, Johannes, 2021. "International trade and social connectedness," Journal of International Economics, Elsevier, vol. 129(C).
    26. Baltagi, Badi H. & Egger, Peter & Pfaffermayr, Michael, 2003. "A generalized design for bilateral trade flow models," Economics Letters, Elsevier, vol. 80(3), pages 391-397, September.
    27. James E. Anderson & Douglas Marcouiller, 2002. "Insecurity And The Pattern Of Trade: An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 342-352, May.
    28. Jun, Seung-Pyo & Park, Do-Hyung & Yeom, Jaeho, 2014. "The possibility of using search traffic information to explore consumer product attitudes and forecast consumer preference," Technological Forecasting and Social Change, Elsevier, vol. 86(C), pages 237-253.
    29. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    30. Hellmanzik, Christiane & Schmitz, Martin, 2015. "Virtual proximity and audiovisual services trade," European Economic Review, Elsevier, vol. 77(C), pages 82-101.
    31. Andreas Lendle & Marcelo Olarreaga & Simon Schropp & Pierre‐Louis Vézina, 2016. "There Goes Gravity: eBay and the Death of Distance," Economic Journal, Royal Economic Society, vol. 126(591), pages 406-441, March.
    32. González-Fernández, Marcos & González-Velasco, Carmen, 2018. "Can Google econometrics predict unemployment? Evidence from Spain," Economics Letters, Elsevier, vol. 170(C), pages 42-45.
    33. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    34. Yoto V. Yotov, 2022. "On the role of domestic trade flows for estimating the gravity model of trade," Contemporary Economic Policy, Western Economic Association International, vol. 40(3), pages 526-540, July.
    35. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Cultural Biases in Economic Exchange?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1095-1131.
    36. Zhou, Xiaoguang & Cui, Yadi & Wu, Shihwei & Wang, Weiqing, 2019. "The influence of cultural distance on the volatility of the international stock market," Economic Modelling, Elsevier, vol. 77(C), pages 289-300.
    37. Bruce Kogut & Harbir Singh, 1988. "The Effect of National Culture on the Choice of Entry Mode," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(3), pages 411-432, September.
    38. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    39. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    40. Ehrich, Malte & Mangelsdorf, Axel, 2018. "The Role of Private Standards for Manufactured Food Exports from Developing Countries," World Development, Elsevier, vol. 101(C), pages 16-27.
    41. Sunny Y. Shin & Jordi McKenzie, 2019. "Asymmetric cultural discounting and pattern of trade in cultural products: Empirical evidence in motion pictures," The World Economy, Wiley Blackwell, vol. 42(11), pages 3350-3367, November.
    42. Jun, Seung-Pyo & Yoo, Hyoung Sun & Choi, San, 2018. "Ten years of research change using Google Trends: From the perspective of big data utilizations and applications," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 69-87.
    43. Moon, Sangkil & Song, Reo, 2015. "The Roles of Cultural Elements in International Retailing of Cultural Products: An Application to the Motion Picture Industry," Journal of Retailing, Elsevier, vol. 91(1), pages 154-170.
    44. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
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    More about this item

    Keywords

    Google trends; Motion pictures; Gravity model;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
    • Z10 - Other Special Topics - - Cultural Economics - - - General

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