(Forthcoming or in-progress publication) Elliott, M., Golub, B., & Leduc, M. V. (2022). Supply network formation and fragility.
- (Presented at Yale NBER) Fajgelbaum, P. D., Goldberg, P. K., Kennedy, P. J., & Khandelwal, A. K. (2020, feb). The Return to Protectionism. Quarterly Journal of Economics, 135(1), 1â55. Retrieved from http://www.nber.org/papers/w25638.pdfhttps://academic.oup.com/qje/ article/135/1/1/5626442 doi: 10.1093/qje/qjz036 Fally, T. (2012). Production staging: Measurement and facts. Working Paper.
Paper not yet in RePEc: Add citation now
Acemoglu, D., Akcigit, U., & Kerr, W. (2015, July). Networks and the macroeconomy: An empirical exploration. NBER Working Paper, 21344.
- Acemoglu, D., Carvalho, V. M., Asuman Ozdaglar, & Tahbaz-Salehi, A. (2012). The Network Origins of Aggregate Fluctuations. Econometrica, 80(5), 1977â2016. Retrieved from http://doi.wiley.com/10.3982/ECTA9623 doi: 10.3982/ECTA9623 Alabrese, E., Fetzer, T., & Wang, S. (2024). Leveling up, by pushing down? mimeo(486).
Paper not yet in RePEc: Add citation now
- Alfaro, L., & Chor, D. (2023, September). Global supply chains: The looming âgreat reallocation â [Working Paper]. (31661). Retrieved from http://www.nber.org/papers/ w31661 doi: 10.3386/w31661 Andersen, A. L., Huber, K., Johannesen, N., Straub, L., & Vestergaard, E. T. (2022). Disaggregated economic accounts (Tech. Rep.). National Bureau of Economic Research.
Paper not yet in RePEc: Add citation now
- AntraÌs, P. (2020, November). De-globalisation? global value chains in the post-covid-19 age. NBER Working Paper Series(w28115). doi: 10.3386/w28115 AntraÌs, P., & Chor, D. (2018). On the measurement of upstreamness and downstreamness in global value chains. In L. Y. Ing & M. Yu (Eds.), World trade evolution: Growth, productivity and employment (pp. 1126â1194). Taylor & Francis.
Paper not yet in RePEc: Add citation now
AntraÌs, P., Chor, D., Fally, T., & Hillberry, R. (2012, May). Measuring the upstreamness of production and trade flows. American Economic Review, 102(3), 412-16. Retrieved from https://www.aeaweb.org/articles?id=10.1257/aer.102.3.412 doi: 10.1257/aer.102.3.412 AntraÌs, P., Fort, T. C., & Tintelnot, F. (2017). The margins of global sourcing. The American Economic Review, 107(9), 2514â2564. Retrieved from https://www.jstor .org/stable/10.2307/26527920 Arezki, R., Fetzer, T., & Pisch, F. (2017, jul). On the comparative advantage of U.S. manufacturing: Evidence from the shale gas revolution. Journal of International Economics, 107, 34â59. Retrieved from https://linkinghub.elsevier.com/retrieve/ pii/S0022199617300284 doi: 10.1016/j.jinteco.2017.03.002 Ash, E., & Hansen, S. (2023, July). Text algorithms in economics. Annu. Rev. Econom..
Bachmann, R., Baqaee, D. R., Bayer, C., Kuhn, M., LoÌschel, A., Moll, B., . . . Schularick, M. (2022, March). What if? the economic effects for germany of a stop of energy imports from russia (Tech. Rep.). ECONtribute.
- Baldwin, R., & Freeman, R. (2022). Risks and global supply chains: What we know and what we need to know. Annual Review of Economics, 14, 153â180. Retrieved from https://www.annualreviews.org/content/journals/ 10.1146/annurev-economics-051420-113737 doi: 10.1146/annurev-economics -051420-113737 Baqaee, D. R., & Farhi, E. (2019). The macroeconomic impact of microeconomic shocks: Beyond hultenâs theorem. Econometrica, 87(4), 1155â1203. doi: 10.3982/ECTA15202 Baqaee, D. R., & Farhi, E. (2021). Keynesian production networks and the covid-19 crisis: A simple benchmark. AEA Papers and Proceedings, 111, 272â276. doi: 10.1257/ pandp.20211107 Bar-Gill, O., & Fershtman, C. (2021). Behavioral stability and brand loyalty. American Economic Journal: Microeconomics, 13(3), 279â307.
Paper not yet in RePEc: Add citation now
- Bartik, A., Gupta, A., & Milo, D. (2023). The Costs of Housing Regulation: Evidence from Generative Regulatory Measurement. Retrieved from https://papers.ssrn.com/ sol3/papers.cfm?abstract id=4627587 (Working Paper) Bartolucci, S., Caccioli, F., Caravelli, F., & Vivo, P. (2024). Correlation between upstreamness and downstreamness in random global value chains. Retrieved from https://arxiv .org/abs/2303.06603 Behrens, K., Coreos, G., & Mion, G. (2013). Trade crisis? what trade crisis? The Review of Economics and Statistics, 95(2), 702â709. Retrieved from https://www.jstor.org/ stable/43554414 Bems, R., Johnson, R. C., & Yi, K.-M. (2011). Vertical linkages and the collapse of global trade. American Economic Review, 101(3), 308â312.
Paper not yet in RePEc: Add citation now
Bernard, A. B., Jensen, J. B., Redding, S. J., & Schott, P. K. (2012). The empirics of firm heterogeneity and international trade. Annual Review of Economics, 4, 283â313.
- Blanga-Gubbay, M., & RubıÌnovaÌ, S. (2023, November). Trade in goods between hypothetical east and west blocs: Trends and impact of geopolitical tensions. Staff Working Paper: Research ERSD-2023-10. (Manuscript date: 30 November 2023) Boehm, C. E., Flaaen, A., & Pandalai-Nayar, N. (2019). Input linkages and the transmission of shocks: Firm-level evidence from the 2011 toÌhoku earthquake. The Review of Economics and Statistics, 101(1), 60â75. doi: 10.1162/rest a 00750 Born, B., MuÌller, G. J., Schularick, M., & SedlaÌcÌek, P. (2018). The Costs of Economic Nationalism: Evidence from the Brexit Experiment. CEPR Discussion Paper No. 12454. Retrieved from http://users.ox.ac.uk/{~}econ0506/Documents/Working/ Brexit{ }new.pdf Breinlich, H., Leromain, E., Novy, D., & Sampson, T. (2017). The Consequences of the Brexit Vote for UK Inflation and Living Standards: First Evidence.
Paper not yet in RePEc: Add citation now
- Costa, R., Dhingra, S., & Machin, S. (2019, May). Trade and worker deskilling (Tech. Rep.). CEP Discussion Paper No. 1622.
Paper not yet in RePEc: Add citation now
- Covington, P., Adams, J., & Sargin, E. (2016). Deep neural networks for youtube recommendations. In Proceedings of the 10th acm conference on recommender systems (pp. 191â198).
Paper not yet in RePEc: Add citation now
- Crosignani, M., Han, L., Macchiavelli, M., & Silva, A. F. (2023). Geopolitical risk and decoupling: Evidence from u.s. export controls [Working Paper]. Federal Reserve Bank of New York Staff Reports. Retrieved from https://ssrn.com/abstract=4563485 Dell, M. (2024, August). Deep learning for economists. National Bureau of Economic Research Working Paper Series(32768). Retrieved from http://www.nber.org/papers/ w32768 Dhyne, E., Kikkawa, A. K., Mogstad, M., & Tintelnot, F. (2020, October). Trade and domestic production networks. Rev. Econ. Stud., 88(2), 643â668.
Paper not yet in RePEc: Add citation now
di Giovanni, J., Levchenko, A. A., & MeÌjean, I. (2014). Firms, destinations, and aggregate fluctuations. Econometrica, 82(4), 1303â1340.
Douch, M., Edwards, T. H., & Soegaard, C. (2018, August). The trade effects of the brexit announcement shock [Working Paper]. Coventry. Retrieved from http:// wrap.warwick.ac.uk/107767/ Egorov, K., Korovkin, V., Makarin, A., & Nigmatulina, D. (2024). Trade sanctions.
- Elliott, M., & Jackson, M. O. (2024). Supply chain disruptions, the structure of production networks, and the impact of globalization. Cambridge Working Papers in Economics, CWPE2424. doi: 10.17863/CAM.109525 Erdos, P., ReÌnyi, A., et al. (1960). On the evolution of random graphs. Publ. math. inst. hung. acad. sci, 5(1), 17â60.
Paper not yet in RePEc: Add citation now
Fajgelbaum, P., & Khandelwal, A. (2024, October). The value of de minimis imports.
Feenstra, R., & Jensen, J. B. (2012). Evaluating estimates of materials offshoring from us manufacturing. Economics Letters, 117(1), 170â173.
- Fetzer, T., & Schwarz, C. (2021). Tariffs and politics: Evidence from trumpâs trade wars. The Economic Journal, 131(636), 1717â1741. Retrieved from https://doi.org/ 10.1093/ej/ueaa122 (Published: 09 December 2020) doi: 10.1093/ej/ueaa122 Freeman, R., & Baldwin, R. (2020). Supply chain contagion waves: Thinking ahead on manufacturing contagion and reinfection from the covid concussion. VoxEU.
Paper not yet in RePEc: Add citation now
- Figure 14: Examples of Onshoring in Qatar Measured through AIPNET Linkages (a) Dairy 50 100 2015 2016 2017 2018 2019 2020 Date Import Value Index Dairy Upstream of Dairy (b) Poultry 100 125 150 2015 2016 2017 2018 2019 2020 Date Import Value Index Poultry Upstream of Poultry Note: Product-specific patterns of onshoring in response to the blockade for dairy (a) and poultry sector (a) in raw data studying import volumes of good as well as goods that are supply chain linked. We index 4-digit productsâ annual imports w.r.t. the 2016 import level and plot the weighted average for a given group of products using the import values in 2016 as weights. We define upstream goods based on AIPNET.
Paper not yet in RePEc: Add citation now
Freeman, R., Manova, K., Prayer, T., & Sampson, T. (2022). Uk trade in the wake of brexit.
- Freund, C., Mulabdic, A., & Ruta, M. (2023). Is us trade policy reshaping global supply chains? (Tech. Rep. No. 10593). Washington, DC: World Bank. (License: CC BY 3.0 IGO) doi: http://hdl.handle.net/10986/40558 FreÌsard, L., Hoberg, G., & Phillips, G. M. (2020, July). Innovation activities and integra47 tion through vertical acquisitions. The Review of Financial Studies, 33(7), 2937â2976.
Paper not yet in RePEc: Add citation now
Gopinath, G., Gourinchas, P.-O., Presbitero, A., & Topalova, P. B. (2024). Changing global linkages: A new cold war? Available at SSRN.
- Griffith, R., OâConnell, M., & Smith, K. (2019). Habit formation and consumer responses to gasoline prices. American Economic Journal: Economic Policy, 11(4), 129â159.
Paper not yet in RePEc: Add citation now
Grossman, G. M., Helpman, E., & Redding, S. J. (2024). When tariffs disrupt global supply chains. American Economic Review, 114(4), 988â1029. doi: 10.1257/aer.20211519 Handbury, J., & Weinstein, D. E. (2014). Goods prices and availability in cities. Review of Economic Studies, 81(3), 1583â1620.
Handley, K., & LimaÌo, N. (2017). Policy uncertainty, trade, and welfare: Theory and evidence for china and the united states. American Economic Review, 107(9), 2731â 2783.
Hansen, S., Lambert, P. J., Bloom, N., Davis, S. J., Sadun, R., & Taska, B. (2023, March). Remote work across jobs, companies, and space (No. 31007).
- Hassan, T. A., Hollander, S., Lent, L. V., & Tahoun, A. (2024, feb). The Global Impact of Brexit Uncertainty. The Journal of Finance, 79(1), 413â458. Retrieved from https:// onlinelibrary.wiley.com/doi/10.1111/jofi.13293 doi: 10.1111/jofi.13293 Horowitz, K. J., & Planting, M. A. (2006). Concepts and methods of the u.s. input-output accounts. U.S. Bureau of Economic Analysis, U.S. Department of Commerce. Retrieved from https://www.bea.gov/sites/default/files/ methodologies/IOmanual 092906.pdf (Updated in April 2009) Huang, H., Manova, K., PerelloÌ, O., & Pisch, F. (2024, July). Firm heterogeneity and imperfect competition in global production networks. CEP discussion paper(2020).
Paper not yet in RePEc: Add citation now
- INEGI. (2023). Subsystem of Economic Information: Input-Output Matrix (IOM). Base year 2018. Retrieved from https://www.inegi.org.mx/programas/mip/2018/ (Accessed on August 16, 2024) Jewson, J., Li, L., Battaglia, L., Hansen, S., Rossell, D., & Zwiernik, P. (2022). Graphical model inference with external network data (CEPR Discussion Paper No. DP17638). Paris and London: CEPR Press.
Paper not yet in RePEc: Add citation now
- Johnson, R. C. (2018). Measuring global value chains. Annual Review of Economics, 10, 207â236. Retrieved from https://www.jstor.org/stable/10.2307/26773849 JuhaÌsz, R., Lane, N., & Rodrik, D. (2023). The New Economics of Industrial Policy. SSRN Electronic Journal(August), 1â46. doi: 10.2139/ssrn.4542861 Karbevska, L., & Hidalgo, C. A. (2023). Mapping global value chains at the product level. arXiv.org.
Paper not yet in RePEc: Add citation now
Korinek, A. (2023). Generative ai for economic research: Use cases and implications for economists. Journal of Economic Literature, 61(4), 1281â1317.
Kosasih, E. E., et al. (2024). Towards knowledge graph reasoning for supply chain risk management using graph neural networks. International Journal of Production Research, 62(15), 5596â5612.
Krugman, P. (1980). Scale economies, product differentiation, and the pattern of trade. The American Economic Review, 70(5), 950â959.
Melitz, M. J. (2003). The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71(6), 1695â1725.
- Mikolov, T. (2013). Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781.
Paper not yet in RePEc: Add citation now
- mimeo(11). Retrieved from http://cep.lse.ac.uk/pubs/download/ brexit11{ }technical{ }paper.pdf Bricongne, J.-C., FontagneÌ, L., Gaulier, G., Taglioni, D., & Vicard, V. (2012). Firms and the global crisis: French exports in the turmoil. Journal of International Economics, 87(1), 134â146. doi: 10.1016/j.jinteco.2011.07.002 Bronnenberg, B. J., Dube, J.-P., & Gentzkow, M. (2012). The evolution of brand preferences: Evidence from consumer migration. American Economic Review, 102(6), 2472â2508.
Paper not yet in RePEc: Add citation now
Oberfield, E. (2018). A theory of input-output architecture. Econometrica, 86(2), 559â589.
- Pan, S., et al. (2024). Unifying large language models and knowledge graphs: A roadmap. IEEE Transactions on Knowledge and Data Engineering.
Paper not yet in RePEc: Add citation now
- Peifeng, L. I. U., et al. (2024). Joint knowledge graph and large language model for fault diagnosis and its application in aviation assembly. IEEE Transactions on Industrial Informatics.
Paper not yet in RePEc: Add citation now
Pierce, J. R., & Schott, P. K. (2012). A concordance between ten-digit us harmonized system codes and sic/naics product classes and industries. Journal of Economic and Social Measurement, 37(1-2), 61â96.
- Retrieved from https://doi.org/10.1093/rfs/hhz106 doi: 10.1093/rfs/hhz106 Garetto, S. (2013). Input sourcing and multinational production. American Economic Journal: Macroeconomics, 5(2), 118â151. doi: 10.1257/mac.5.2.118 Garg, P., & Fetzer, T. (2024). Causal claims in economics. CESifo Working Paper.
Paper not yet in RePEc: Add citation now
- Retrieved from https://www.cesifo.org/en/publications/2024/working-paper/ causal-claims-economics Giesecke, O. (2024, February 22). Ai at the frontier of economic research. SSRN. Retrieved from https://ssrn.com/abstract=4736003 doi: 10.2139/ssrn.4736003 Goldberg, Y., & Levy, O. (2014). word2vec explained: deriving mikolov et al.âs negativesampling word-embedding method. arXiv preprint arXiv:1402.3722.
Paper not yet in RePEc: Add citation now
- Retrieved from https://www.jstor.org/stable/42949939 Bernard, A. B., Moxnes, A., & Ulltveit-Moe, K. H. (2018). Two-sided heterogeneity and trade. Review of Economics and Statistics.
Paper not yet in RePEc: Add citation now
- Rong, X. (2014). word2vec parameter learning explained. arXiv preprint arXiv:1411.2738.
Paper not yet in RePEc: Add citation now