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A systematic review of the contribution of system dynamics to value chain analysis in agricultural development

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  • Muflikh, Yanti Nuraeni
  • Smith, Carl
  • Aziz, Ammar Abdul

Abstract

Value chain analysis has been widely used as a diagnostic approach to identify and address complex issues across value chains in an agricultural development context. While comprehensive, the method is primarily qualitative and static in nature, it has limited capability in capturing the dynamic interactions between components from production to consumption and their linkages within a complex system. The application of system dynamics in value chain analysis has the potential to address the limitations. We conducted a systematic literature review to synthesise the underlying reasons behind the application of system dynamics in value chain analysis and understand how it has been operationalised. Results show that the primary reasons why system dynamics is used in value chain analysis were improved ability in capturing the feedbacks, dynamic behaviours and time delays, modelling the dynamics of governance and roles of support systems over time, incorporating multiple causal factors, and measuring performance and policy interventions over time. This can be broadly attributed to the need to improve the analytical rigour of value chain analysis. The applications of system dynamics in value chain analysis varied according to the agricultural commodities analysed, the modelling process followed, dynamic complexity modelled, and the scope of the value chain components analysed. We discuss the contributions, limitations, and opportunities for future improvements. A preliminary framework is proposed to improve the application of system dynamics in value chain analysis.

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  • Muflikh, Yanti Nuraeni & Smith, Carl & Aziz, Ammar Abdul, 2021. "A systematic review of the contribution of system dynamics to value chain analysis in agricultural development," Agricultural Systems, Elsevier, vol. 189(C).
    • Handle: RePEc:eee:agisys:v:189:y:2021:i:c:s0308521x20309057
    DOI: 10.1016/j.agsy.2020.103044
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    1. Ponte, Stefano & Kelling, Ingrid & Jespersen, Karen Sau & Kruijssen, Froukje, 2014. "The Blue Revolution in Asia: Upgrading and Governance in Aquaculture Value Chains," World Development, Elsevier, vol. 64(C), pages 52-64.
    2. Thi Le Hoa Vo & Daniel Thiel, 2011. "Economic simulation of a poultry supply chain facing a sanitary crisis," Post-Print halshs-00657468, HAL.
    3. A J Higgins & C J Miller & A A Archer & T Ton & C S Fletcher & R R J McAllister, 2010. "Challenges of operations research practice in agricultural value chains," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(6), pages 964-973, June.
    4. Dizyee, Kanar & Baker, Derek & Rich, Karl M., 2017. "A quantitative value chain analysis of policy options for the beef sector in Botswana," Agricultural Systems, Elsevier, vol. 156(C), pages 13-24.
    5. Dizyee, Kanar & Baker, Derek & Rich, Karl M. & Fleming, Euan & Burrow, Heather, 2016. "Applying system dynamics to value chain analysis," 2016 Conference (60th), February 2-5, 2016, Canberra, Australia 235242, Australian Agricultural and Resource Economics Society.
    6. Andrew Jones & Don Seville & Donella Meadows, 2002. "Resource sustainability in commodity systems: the sawmill industry in the Northern Forest," System Dynamics Review, System Dynamics Society, vol. 18(2), pages 171-204, June.
    7. Lowitt, Kristen & Hickey, Gordon M. & Ganpat, Wayne & Phillip, Leroy, 2015. "Linking Communities of Practice with Value Chain Development in Smallholder Farming Systems," World Development, Elsevier, vol. 74(C), pages 363-373.
    8. Rich, Karl M. & Ross, R. Brent & Baker, A. Derek & Negassa, Asfaw, 2011. "Quantifying value chain analysis in the context of livestock systems in developing countries," Food Policy, Elsevier, vol. 36(2), pages 214-222, April.
    9. Henry Jordaan & Bennie Grové & Gerhard R. Backeberg, 2014. "Conceptual framework for value chain analysis for poverty alleviation among smallholder farmers," Agrekon, Taylor & Francis Journals, vol. 53(1), pages 1-25, March.
    10. Ellen Mangnus & A.C.M. (Guus) Van Westen, 2018. "Roaming through the Maze of Maize in Northern Ghana. A Systems Approach to Explore the Long-Term Effects of a Food Security Intervention," Sustainability, MDPI, vol. 10(10), pages 1-19, October.
    11. Hamza, Kanar H. & Rich, Karl M. & Baker, A. Derek & Hendrickx, Saskia, 2014. "Commercializing Smallholder Value Chains for Goats in Mozambique: A System Dynamics Approach," 2014 International European Forum, February 17-21, 2014, Innsbruck-Igls, Austria 199342, International European Forum on System Dynamics and Innovation in Food Networks.
    12. Diego Naziri & Karl M. Rich & Ben Bennett, 2015. "Would a Commodity-based Trade Approach Improve Market Access for Africa? A Case Study of the Potential of Beef Exports from Communal Areas of Namibia," Development Policy Review, Overseas Development Institute, vol. 33(2), pages 195-219, March.
    13. Purnomo, Herry & Okarda, Beni & Dermawan, Ahmad & Ilham, Qori Pebrial & Pacheco, Pablo & Nurfatriani, Fitri & Suhendang, Endang, 2020. "Reconciling oil palm economic development and environmental conservation in Indonesia: A value chain dynamic approach," Forest Policy and Economics, Elsevier, vol. 111(C).
    14. Lie, Helene & Rich, Karl M. & van der Hoek, Rein & Dizyee, Kanar, 2018. "An empirical evaluation of policy options for inclusive dairy value chain development in Nicaragua: A system dynamics approach," Agricultural Systems, Elsevier, vol. 164(C), pages 193-222.
    15. von Geibler, Justus & Kristof, Kora & Bienge, Katrin, 2010. "Sustainability assessment of entire forest value chains: Integrating stakeholder perspectives and indicators in decision support tools," Ecological Modelling, Elsevier, vol. 221(18), pages 2206-2214.
    16. Derek Baker & Kanar Dizyee & Warren Parker & Frank Scrimgeour & Garry Griffith, 2017. "Primary Industry Chains and Networks: Analysis for Public and Private Interests," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(6), pages 699-709, November.
    17. Bonhee Chung, 2018. "System Dynamics Modelling and Simulation of the Malaysian Rice Value Chain: Effects of the Removal of Price Controls and an Import Monopoly on Rice Prices and Self†sufficiency Levels in Malaysia," Systems Research and Behavioral Science, Wiley Blackwell, vol. 35(3), pages 248-264, May.
    18. Julian M. Alston & Philip G. Pardey, 2014. "Agriculture in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 121-146, Winter.
    19. Simões, Andre Rozemberg Peixoto & Nicholson, Charles Frederick & Novakovic, Andrew M. & Protil, Roberto Max, 2020. "Dynamic impacts of farm-level technology adoption on the Brazilian dairy supply chain," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 23(1).
    20. Karl M Rich & Matthew J Denwood & Alistair W Stott & Dominic J Mellor & Stuart W J Reid & George J Gunn, 2013. "Systems Approaches to Animal Disease Surveillance and Resource Allocation: Methodological Frameworks for Behavioral Analysis," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-1, November.
    21. Rich, Karl M. & Perry, Brian D. & Kaitibie, Simeon, 2009. "Commodity-based Trade and Market Access for Developing Country Livestock Products: The Case of Beef Exports from Ethiopia," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 12(3), pages 1-22, September.
    22. Rich, Karl M. & Rich, Magda & Dizyee, Kanar, 2018. "Participatory systems approaches for urban and peri-urban agriculture planning: The role of system dynamics and spatial group model building," Agricultural Systems, Elsevier, vol. 160(C), pages 110-123.
    23. Lie, Helene & Rich, Karl M., 2016. "Modeling Dynamic Processes in Smallholder Dairy Value Chains in Nicaragua: A System Dynamics Approach," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 7(4), pages 1-13, July.
    24. Krystyna Stave & Birgit Kopainsky, 2015. "A system dynamics approach for examining mechanisms and pathways of food supply vulnerability," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 5(3), pages 321-336, September.
    25. Natalia Brzezina & Birgit Kopainsky & Erik Mathijs, 2016. "Can Organic Farming Reduce Vulnerabilities and Enhance the Resilience of the European Food System? A Critical Assessment Using System Dynamics Structural Thinking Tools," Sustainability, MDPI, vol. 8(10), pages 1-32, September.
    26. Kaplinsky, Raphael & Terheggen, Anne & Tijaja, Julia, 2011. "China as a Final Market: The Gabon Timber and Thai Cassava Value Chains," World Development, Elsevier, vol. 39(7), pages 1177-1190, July.
    27. Catherine Dolan & John Humphrey, 2004. "Changing Governance Patterns in the Trade in Fresh Vegetables between Africa and the United Kingdom," Environment and Planning A, , vol. 36(3), pages 491-509, March.
    28. Trienekens, Jacques H., 2011. "Agricultural Value Chains in Developing Countries A Framework for Analysis," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 14(2), pages 1-32, May.
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    3. Kiloes, Adhitya Marendra & Puspitasari, & Sulistyaningrum, Anna & Khaririyatun, Nur & Mulyono, Djoko & Prabawati, Sulusi & Anwarudin Syah, Mohammad Jawal & Devy, Nirmala Friyanti & Hardiyanto,, 2024. "Unravelling the provisioning system of a strategic food commodity to minimise import dependency: A study of garlic in Indonesia," Food Policy, Elsevier, vol. 123(C).
    4. Hongyu Wang & Xiaolei Wang & Apurbo Sarkar & Lu Qian, 2021. "Evaluating the Impacts of Smallholder Farmer’s Participation in Modern Agricultural Value Chain Tactics for Facilitating Poverty Alleviation—A Case Study of Kiwifruit Industry in Shaanxi, China," Agriculture, MDPI, vol. 11(5), pages 1-19, May.
    5. Courtney Blair & Erica Gralla & Finley Wetmore & Jarrod Goentzel & Megan Peters, 2021. "A Systems Framework for International Development: The Data‐Layered Causal Loop Diagram," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4374-4395, December.
    6. Ali, Muhammad Fadzli & Sulong, Siti Hawa & Julius, Kotir & Smith, Carl & Aziz, Ammar Abdul, 2022. "Using a participatory system dynamics modelling approach to inform the management of Malaysian rubber production," Agricultural Systems, Elsevier, vol. 202(C).

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