References
- Antràs, P. & Chor, D. (2021). Global Value Chains. NBER Working Papers, Nr. 28549. National Bureau of Economic Research.
- Azadegan, A., Patel, P. C., Zangoueinezhad, A. & Linderman, K. (2013). The Effect of Environmental Complexity and Environmental Dynamism on Lean Practices. Journal of Operations Management, 31(4), 193–212.
- Bacilieri, A., Borsos, A., Astudillo-Estevez, P. & Lafond, F. (2023). Firm-Level Production Networks: What Do We (Really) Know? INET Oxford Working Paper, Nr. 2023-08.
- Bähr, C., Fritsch, M., Klink, H., Meeßen, F., Zink, B., Stijepic, D. & Tercero Espinoza, L. (2024). Kritisch für die Wertschöpfung – Rohstoffabhängigkeit der deutschen Wirtschaft (Studie für die KfW Bankengruppe). IW Consult, Fraunhofer ISI.
- Baldwin, R., Freeman, R. & Theodorakopoulos, A. (2023). Hidden Exposure: Measuring US Supply Chain Reliance. Working Paper Series, 31820. National Bureau of Economic Research.
- Barrot, J.-N. & Sauvagnat, J. (2016). Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks. Quarterly Journal of Economics, 131(3), 1543–1592.
- BMF – Bundesministerium für Finanzen. (2024). Ausstellung von Rechnungen nach § 14 UstG; Einführung der obligatorischen elektronischen Rechnung bei Umsätzen zwischen inländischen Unternehmern ab dem 1. Januar 2025. BMF-Schreiben.
- BMWK – Bundesministerium für Wirtschaft und Klimaschutz. (2022). Was uns die Folgen des Klimawandels kosten? (Merkblatt).
- Bossut, M., Hessenius, M., Jürgens, I., Pioch, T., Schiemann, F., Spandel, T. & Tietmeyer, R. (2021). Why It Would Be Important to Expand the Scope of the Corporate Sustainability Reporting Directive and Make It Work for SMEs. Policy Brief, Nr. 8. Sustainable Finance Research Platform.
- Bossut, M., Diem, C., Stangl, J., Pichler, A., Thurner, S., Moslener, U., Marchewitz, C., Neuhoff, K. & Bresch, D. (2024). A Call for Granular Supply Network Data for Navigating the Climate Transition. T20 Policy Brief.
- Carvalho, V. M., Nirei, M., Saito, Y. U. & Tahbaz-Salehi, A. (2021). Supply Chain Disruptions: Evidence from the Great East Japan Earthquake. Quarterly Journal of Economics, 136(2), 1255–1321.
- Diem, C., Borsos, A., Reisch, T., Kertész, J. & Thurner, S. (2022). Quantifying Firm-Level Economic Systemic Risk from Nation-Wide Supply Networks. Scientific Reports, 12(1), 7719.
- Diem, C., Borsos, A., Reisch, T., Kertész, J. & Thurner, S. (2024a). Estimating the Loss of Economic Predictability from Aggregating Firm-Level Production Networks. PNAS Nexus, 3(3) pgae064.
- Diem, C., Schueller, W., Gerschberger, M., Stangl, J., Conrady, B., Gerschberger, M. & Thurner, S. (2024b). Supply network stress-testing of food security on the establishment-level. International Journal of Production Research, 1–25.
- Diem, C. & Thurner, S.(2022). Erhebung der österreichischen Lieferketten mit Umsatzsteuerdaten: Machbarkeit für Österreich. CSH Policy Brief. Dolgui, A., Gusikhin, O., Ivanov, D., Li, X. & Stecke, K. (2024). A Network-of-Networks Adaptation for Cross-Industry Manufacturing Repurpo-sing. IISE Transactions, 56(6), 666–682.
- Durach, C. F., Wieland, A. & Machuca, J. A. D. (2015). Antecedents and Dimensions of Supply Chain Robustness: A Systematic Literature Review. International Journal of Physical Distribution & Logistics Management, 45(1/2), 118–137.
- Echefaj, K., Charkaoui, A., Cherrafi, A. & Ivanov, D. (2024). Design of Resilient and Viable Sourcing Strategies in Intertwined Circular Supply Networks. Annals of Operations Research, 337(1), 459–498.
- EIB – European Investment Bank. (2024). Navigating Supply Chain Disruptions New Insights into the Resilience and Transformation of EU Firms.
- European Commission. (2024). The Draghi Report on EU Competitiveness.
- Eurostat. (2024). International Trade in Goods.
- European Comission: Joint Research Centre & Ivanov, D. (2025). Literature Review on the Stress Tests Developed and Applied in Non-Food Supply Chains. Publications Office of the European Union.
- Felbermayr, G., Friesenbichler, K., Gerschberger, M., Klimek, P. & Meyer, B. (2024). Designing EU Supply Chain Regulation. Intereconomics, 59(1), 28–34.
- Fromm, T. (2021, 23. September). Der Chipmangel trifft die Autoindustrie mit voller Wucht. Süddeutsche Zeitung.
- Fuchs, L., Ngyuen, H., Nguyen, T. & Schaeck, K. (2024). Climate Stress Tests, Bank Lending, and the Transition to the Carbon-Neutral Economy. IWH Discussion Papers.
- Geodis. (2017). Supply Chain Worldwide Survey.
- Grüning, C., Beier, J., Strasser, J., Jungmichel, N., Weiszflog, E. & Gurci, S. (2024). Umweltrisiken und -auswirkungen in globalen Lieferketten deutscher Unternehmen. Branchenstudie Bausektor (Zwischenbericht). Umweltbundesamt.
- Haas, C. & Hums, N. (2024). Eine ESG-Datenplattform Für Gelingende Transformation!? safeFinancial Big Data Cluster, Net Zero Banking Alliance Germany.
- Hurt, J., Ledebur, K., Meyer, B., Friesenbichler, K., Gerschberger, M., Thurner, S. & Klimek, P. (2023). Supply Chain Due Diligence Risk Assessment for the EU: A Network Approach to Estimate Expected Effectiveness of the Planned EU Directive. arXiv.
- IEA – International Energy Agency (2023). Critical Minerals Market Review 2023 – Analysis.
- Ivanov, D. (2023). Intelligent Digital Twin (IDT) for Supply Chain Stress-Testing, Resilience, and Viability. International Journal of Production Economics, 263(108938).
- Ivanov, D. & Dolgui, A. (2020). Viability of Intertwined Supply Networks: Extending the Supply Chain Resilience Angles towards Survivability. A Position Paper Motivated by COVID-19 Outbreak. International Journal of Production Research, 58(10), 2904–2915.
- Jackson, I., Ivanov, D., Dolgui, A. & Namdar, J. (2024). Generative Artificial Intelligence in Supply Chain and Operations Management: A Capability-Based Framework for Analysis and Implementation. International Journal of Production Research, 62(17), 6120–6145.
- Jiménez, S., Dietzenbacher, E., Duarte, R. & Sánchez-Chóliz, J. (2022). The Geographical and Sectoral Concentration of Global Supply Chains. Spatial Economic Analysis, 17(3), 370–394.
- Klimek, P., Obersteiner, M. & Thurner, S. (2015). Systemic Trade Risk of Critical Resources. Science Advances, 1(10), e1500522.
- Köhler-Geib, F., Levinger, H. & Ullrich, K. (2024). Set in Stone? The German Economy’s Dependency on Copper, Lithium and Rare Earths (Research report). KfW Research Focus on Economics, Nr. 454.
- Li, M. K., Sodhi, M. S., Tang, C. S. & Yu, J. J. (2023). Preparedness with a System Integrating Inventory, Capacity, and Capability for Future Pandemics and Other Disasters. Production and Operations Management, 32(2), 564–583.
- Meenakshi, F. & Heflich, A. (2023). Stress-Testing to Promote the Resilience of EU Policies. European Parliamentary Research Service.
- Menkhoff, L. & Zeevaert, M. (2022). Germany Can Increase Its Raw Material Import Security of Supply. DIW Weekly Report, 49/50, S. 317–325.
- Peter, M., Guyer, M., Füssler, J., Bednar-Friedl, B., Knittel, N., Bachner, G., Schwarze, R. & v. Unger, M. (2020). Folgen des globalen Klimawandels für Deutschland. Abschlussbericht: Analysen und Politikempfehlungen. Climate Change, Nr. 15/2020. Umweltbundesamt.
- Pichler, A., Diem, C., Brintrup, A., Lafond, F., Magerman, G., Buiten, G., Choi, T. Y., Carvalho, V. M., Farmer, J. D. & Thurner, S. (2023). Building an Alliance to Map Global Supply Networks. Science, 382(6668), 270–272.
- Shapiro, J. & Zeng, J. (2024). Stress Testing and Bank Lending. Review of Financial Studies, 37(4), 1265–1314.
- Stangl, J., Borsos, A., Diem, C., Reisch, T. & Thurner, S. (2024). Firm-Level Supply Chains to Minimize Unemployment and Economic Losses in Rapid Decarbonization Scenarios. Nature Sustainability, 7(5), 581–589.
- Verschuur, J., Koks, E. E. & Hall, J. W. (2022). Ports’ Criticality in International Trade and Global Supply-Chains. Nature Communications, 13(4351).
- Weltbank. (2025, 3. Februar). World Bank Open Data (Dataset).
- Zika, G., Schneemann, C., Weber, E., Zenk, J., Kalinowski, M., Maier, T. & Wolter, M. I. (2022). Die Folgen des Kriegs in der Ukraine und der Energiekrise für Wirtschaft und Arbeitsmarkt in Deutschland. Institut für Arbeitsmarkt- und Berufsforschung.