IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i3p1512-d491043.html
   My bibliography  Save this article

Visualizing Spatial Economic Supply Chains to Enhance Sustainability and Resilience

Author

Listed:
  • Yicheol Han

    (Department of Agricultural and Rural Policy Research, Korea Rural Economic Institute, Naju-si, Jeollanam-do 58217, Korea)

  • Stephan J. Goetz

    (Northeast Regional Center for Rural Development and Department of Agricultural Economics, Sociology, and Education, Pennsylvania State University, University Park, PA 16802-5602, USA)

  • Claudia Schmidt

    (Department of Agricultural Economics, Sociology, and Education, Pennsylvania State University, University Park, PA 16802-5602, USA)

Abstract

This article presents a spatial supply network model for estimating and visualizing spatial commodity flows that used data on firm location and employment, an input–output table of inter-industry transactions, and material balance-type equations. Building on earlier work, we proposed a general method for visualizing detailed supply chains across geographic space, applying the preferential attachment rule to gravity equations in the network context; we then provided illustrations for U.S. extractive, manufacturing, and service industries, also highlighting differences in rural–urban interdependencies across these sectors. The resulting visualizations may be helpful for better understanding supply chain geographies, as well as business interconnections and interdependencies, and to anticipate and potentially address vulnerabilities to different types of shocks.

Suggested Citation

  • Yicheol Han & Stephan J. Goetz & Claudia Schmidt, 2021. "Visualizing Spatial Economic Supply Chains to Enhance Sustainability and Resilience," Sustainability, MDPI, vol. 13(3), pages 1-15, February.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1512-:d:491043
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/3/1512/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/3/1512/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Beske, Philip & Land, Anna & Seuring, Stefan, 2014. "Sustainable supply chain management practices and dynamic capabilities in the food industry: A critical analysis of the literature," International Journal of Production Economics, Elsevier, vol. 152(C), pages 131-143.
    2. Yuya Nakamoto, 2020. "Spatial structural decomposition analysis with a focus on product lifetime," Economic Systems Research, Taylor & Francis Journals, vol. 32(2), pages 239-261, April.
    3. Yicheol Han & Stephan J. Goetz, 2019. "Predicting US county economic resilience from industry input-output accounts," Applied Economics, Taylor & Francis Journals, vol. 51(19), pages 2019-2028, April.
    4. Elias Giannakis & Louis Hadjioannou & Carlos Jimenez & Marios Papageorgiou & Anastasis Karonias & Antonis Petrou, 2020. "Economic Consequences of Coronavirus Disease (COVID-19) on Fisheries in the Eastern Mediterranean (Cyprus)," Sustainability, MDPI, vol. 12(22), pages 1-11, November.
    5. Rosa Duarte & Vicente Pinilla & Ana Serrano, 2018. "Factors driving embodied carbon in international trade: a multiregional input–output gravity model," Economic Systems Research, Taylor & Francis Journals, vol. 30(4), pages 545-566, October.
    6. Finn R. Førsund, 2018. "Multi-equation modelling of desirable and undesirable outputs satisfying the materials balance," Empirical Economics, Springer, vol. 54(1), pages 67-99, February.
    7. Arnesh Telukdarie & Megashnee Munsamy & Popopo Mohlala, 2020. "Analysis of the Impact of COVID-19 on the Food and Beverages Manufacturing Sector," Sustainability, MDPI, vol. 12(22), pages 1-22, November.
    8. David Bogataj & Domen Hudoklin & Marija Bogataj & Vlado Dimovski & Simon Colnar, 2020. "Risk Mitigation in a Meat Supply Chain with Options of Redirection," Sustainability, MDPI, vol. 12(20), pages 1-23, October.
    9. Ross Brown & Jose Liñares-Zegarra & John O. S. Wilson, 2019. "The (potential) impact of Brexit on UK SMEs: regional evidence and public policy implications," Regional Studies, Taylor & Francis Journals, vol. 53(5), pages 761-770, May.
    10. Andersson, Claes & Hellervik, Alexander & Lindgren, Kristian, 2005. "A spatial network explanation for a hierarchy of urban power laws," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 345(1), pages 227-244.
    11. JiYoung Park & Peter Gordon & James Moore & Harry Richardson, 2009. "A two-step approach to estimating state-to-state commodity trade flows," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(4), pages 1033-1072, December.
    12. Yubin Wang & Jingjing Wang & Xiaoyang Wang, 2020. "COVID-19, supply chain disruption and China’s hog market: a dynamic analysis," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(3), pages 427-443, June.
    13. Geoff Riddington & Hervey Gibson & John Anderson, 2006. "Comparison of Gravity Model, Survey and Location Quotient-based Local Area Tables and Multipliers," Regional Studies, Taylor & Francis Journals, vol. 40(9), pages 1069-1081.
    14. Alan P. Ker & Ryan Cardwell, 2020. "Introduction to the special issue on COVID‐19 and the Canadian agriculture and food sectors: Thoughts from the pandemic onset," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 139-142, June.
    15. Marc F. Bellemare & Metin Çakir & Hikaru Hanawa Peterson & Lindsey Novak & Jeta Rudi, 2017. "On the Measurement of Food Waste," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(5), pages 1148-1158.
    16. Douglas S. Thomas & Anand M. Kandaswamy, 2018. "An examination of national supply-chain flow time," Economic Systems Research, Taylor & Francis Journals, vol. 30(3), pages 359-379, July.
    17. Arjan Lejour & Hugo Rojas-Romagosa & Paul Veenendaal, 2017. "Identifying hubs and spokes in global supply chains using redirected trade in value added," Economic Systems Research, Taylor & Francis Journals, vol. 29(1), pages 66-81, January.
    18. Hao Xiao & Bo Meng & Jiabai Ye & Shantong Li, 2020. "Are global value chains truly global?," Economic Systems Research, Taylor & Francis Journals, vol. 32(4), pages 540-564, October.
    19. Julio Gustavo Fournier Gabela, 2020. "On the accuracy of gravity-RAS approaches used for inter-regional trade estimation: evidence using the 2005 inter-regional input–output table of Japan," Economic Systems Research, Taylor & Francis Journals, vol. 32(4), pages 521-539, October.
    20. Hasin Md. Muhtasim Taqi & Humaira Nafisa Ahmed & Sumit Paul & Maryam Garshasbi & Syed Mithun Ali & Golam Kabir & Sanjoy Kumar Paul, 2020. "Strategies to Manage the Impacts of the COVID-19 Pandemic in the Supply Chain: Implications for Improving Economic and Social Sustainability," Sustainability, MDPI, vol. 12(22), pages 1-25, November.
    21. Patrick Canning & Zhi Wang, 2005. "A Flexible Mathematical Programming Model to Estimate Interregional Input–Output Accounts," Journal of Regional Science, Wiley Blackwell, vol. 45(3), pages 539-563, August.
    22. Goetz, Stephan J. & Han, Yicheol, 2020. "Latent innovation in local economies," Research Policy, Elsevier, vol. 49(2).
    23. Flores, Hector & Villalobos, J. Rene, 2018. "A modeling framework for the strategic design of local fresh-food systems," Agricultural Systems, Elsevier, vol. 161(C), pages 1-15.
    24. Jeff Luckstead & Rodolfo M. Nayga & Heather A. Snell, 2021. "Labor Issues in the Food Supply Chain Amid the COVID‐19 Pandemic," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(1), pages 382-400, March.
    25. Shigemi Kagawa & Sangwon Suh & Yasushi Kondo & Keisuke Nansai, 2013. "Identifying environmentally important supply chain clusters in the automobile industry," Economic Systems Research, Taylor & Francis Journals, vol. 25(3), pages 265-286, September.
    26. Nikolopoulos, Konstantinos & Punia, Sushil & Schäfers, Andreas & Tsinopoulos, Christos & Vasilakis, Chrysovalantis, 2021. "Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions," European Journal of Operational Research, Elsevier, vol. 290(1), pages 99-115.
    27. Megan Konar & Xiaowen Lin & Benjamin Ruddell & Murugesu Sivapalan, 2018. "Scaling properties of food flow networks," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-21, July.
    28. Li, Chunguang & Chen, Guanrong, 2004. "A comprehensive weighted evolving network model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 343(C), pages 288-294.
    29. Arie H. Havelaar & Marie‐Josee J. Mangen & Aline A. De Koeijer & Marc‐Jeroen Bogaardt & Eric G. Evers & Wilma F. Jacobs‐Reitsma & Wilfrid Van Pelt & Jaap A. Wagenaar & G. Ardine De Wit & Henk Van Der , 2007. "Effectiveness and Efficiency of Controlling Campylobacter on Broiler Chicken Meat," Risk Analysis, John Wiley & Sons, vol. 27(4), pages 831-844, August.
    30. I�aki Arto & Valeria Andreoni & Jose Manuel Rueda Cantuche, 2015. "Global Impacts of the Automotive Supply Chain Disruption Following the Japanese Earthquake of 2011," Economic Systems Research, Taylor & Francis Journals, vol. 27(3), pages 306-323, September.
    31. Beddow, Jason M. & Pardey, Philip G., 2015. "Moving Matters: The Effect of Location on Crop Production," The Journal of Economic History, Cambridge University Press, vol. 75(1), pages 219-249, March.
    32. Dmitry Ivanov & Alexandre Dolgui, 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, Taylor & Francis Journals, vol. 58(10), pages 2904-2915, May.
    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. Jui-Hung Kao & Wei-Chen Wu & Cheng-Hu Chow & Horng-Twu Liaw, 2021. "The Discussion of Potential Care Needs for Physically and Mentally Disabled Citizens in Taipei City by Using Spatial Analysis," Sustainability, MDPI, vol. 13(5), pages 1-11, March.

    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. Rinaldi, Marta & Bottani, Eleonora, 2023. "How did COVID-19 affect logistics and supply chain processes? Immediate, short and medium-term evidence from some industrial fields of Italy," International Journal of Production Economics, Elsevier, vol. 262(C).
    2. Priom Mahmud & Sanjoy Kumar Paul & Abdullahil Azeem & Priyabrata Chowdhury, 2021. "Evaluating Supply Chain Collaboration Barriers in Small- and Medium-Sized Enterprises," Sustainability, MDPI, vol. 13(13), pages 1-28, July.
    3. Naimoli, Antonio, 2022. "Modelling the persistence of Covid-19 positivity rate in Italy," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
    4. Satoshi Nakano & Kazuhiko Nishimura, 2013. "A nonsurvey multiregional input–output estimation allowing cross-hauling: partitioning two regions into three or more parts," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(3), pages 935-951, June.
    5. Ageliki Anagnostou & Pawel Gajewski, 2021. "Multi-Regional Input–Output Tables for Macroeconomic Simulations in Poland’s Regions," Economies, MDPI, vol. 9(4), pages 1-19, October.
    6. Maeno, Keitaro & Tokito, Shohei & Kagawa, Shigemi, 2022. "CO2 mitigation through global supply chain restructuring," Energy Economics, Elsevier, vol. 105(C).
    7. Mohd Khairulnizam Zahari & Norhayati Zakuan & Mohd Effandi Yusoff & Muhamad Zameri Mat Saman & Mohd Noor Azli Ali Khan & Farrah Merlinda Muharam & Teh Zaharah Yaacob, 2023. "Viable Supply Chain Management toward Company Sustainability during COVID-19 Pandemic in Malaysia," Sustainability, MDPI, vol. 15(5), pages 1-20, February.
    8. Giménez, Víctor & Prior, Diego & Thieme, Claudio & Tortosa-Ausina, Emili, 2024. "International comparisons of COVID-19 pandemic management: What can be learned from activity analysis techniques?," Omega, Elsevier, vol. 122(C).
    9. Mairi Spowage & Sharada Nia Davidson, 2021. "Improving the Quality of Regional Economic Indicators in the UK: A Framework for Interregional Trade Data Collection and Estimation," Economic Statistics Centre of Excellence (ESCoE) Technical Reports ESCOE-TR-13, Economic Statistics Centre of Excellence (ESCoE).
    10. Nana Liu & Zeshui Xu & Marinko Skare, 2021. "The research on COVID-19 and economy from 2019 to 2020: analysis from the perspective of bibliometrics," Oeconomia Copernicana, Institute of Economic Research, vol. 12(2), pages 217-268, June.
    11. Ramani, Vinay & Ghosh, Debabrata & Sodhi, ManMohan S., 2022. "Understanding systemic disruption from the Covid-19-induced semiconductor shortage for the auto industry," Omega, Elsevier, vol. 113(C).
    12. Vahdani, Behnam & Mohammadi, Mehrdad & Thevenin, Simon & Meyer, Patrick & Dolgui, Alexandre, 2023. "Production-sharing of critical resources with dynamic demand under pandemic situation: The COVID-19 pandemic," Omega, Elsevier, vol. 120(C).
    13. Massimiliano Giacalone & Vito Santarcangelo & Vincenzo Donvito & Oriana Schiavone & Emilio Massa, 2021. "Big data for corporate social responsibility: blockchain use in Gioia del Colle DOP," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(6), pages 1945-1971, December.
    14. Li, Dong & Dong, Chuanwen, 2022. "Government regulations to mitigate the shortage of life-saving goods in the face of a pandemic," European Journal of Operational Research, Elsevier, vol. 301(3), pages 942-955.
    15. Queiroz, Maciel M. & Fosso Wamba, Samuel & Chiappetta Jabbour, Charbel Jose & Machado, Marcio C., 2022. "Supply chain resilience in the UK during the coronavirus pandemic: A resource orchestration perspective," International Journal of Production Economics, Elsevier, vol. 245(C).
    16. Karmaker, Chitra Lekha & Bari, A.B.M. Mainul & Anam, Md. Zahidul & Ahmed, Tazim & Ali, Syed Mithun & de Jesus Pacheco, Diego Augusto & Moktadir, Md. Abdul, 2023. "Industry 5.0 challenges for post-pandemic supply chain sustainability in an emerging economy," International Journal of Production Economics, Elsevier, vol. 258(C).
    17. Chris Bachmann & Chris Kennedy & Matthew Roorda, 2015. "Estimating regional trade flows using commercial vehicle survey data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(3), pages 855-876, May.
    18. Brusset, Xavier & Ivanov, Dmitry & Jebali, Aida & La Torre, Davide & Repetto, Marco, 2023. "A dynamic approach to supply chain reconfiguration and ripple effect analysis in an epidemic," International Journal of Production Economics, Elsevier, vol. 263(C).
    19. Maeno, Keitaro, 2023. "Identifying critical sectors in the restructuring of low-carbon global supply chains," Energy Economics, Elsevier, vol. 127(PA).
    20. Balezentis, Tomas & Zickiene, Agne & Volkov, Artiom & Streimikiene, Dalia & Morkunas, Mangirdas & Dabkiene, Vida & Ribasauskiene, Erika, 2023. "Measures for the viable agri-food supply chains: A multi-criteria approach," Journal of Business Research, Elsevier, vol. 155(PA).

    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:gam:jsusta:v:13:y:2021:i:3:p:1512-:d:491043. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.