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

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.

[1]  Craig Caulfield,et al.  A case for systems thinking and system dynamics , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[2]  Erma Suryani,et al.  The Analysis of Quality of Paddy Harvest Yield to Support Food Security: A System Thinking Approach (Case Study: East Java) , 2019, Procedia Computer Science.

[3]  R. Kaplinsky,et al.  A handbook for value chain research , 2002 .

[4]  S. Passel,et al.  Causal loop diagrams to systematically analyze market power in the Belgian sugar value chain , 2019 .

[5]  Evaluating value chain interventions: A review of recent evidence , 2014 .

[6]  H. Jordaan,et al.  Conceptual framework for value chain analysis for poverty alleviation among smallholder farmers , 2014 .

[7]  Herry Purnomo,et al.  Governing the teak furniture business: A global value chain system dynamic modelling approach , 2009, Environ. Model. Softw..

[8]  M. Sabbaghi,et al.  A multi-objective analysis for import quota policy making in a perishable fruit and vegetable supply chain: A system dynamics approach , 2013 .

[9]  A design of competitive cocoa agro-industry supply chain system in Putat village, Gunung Kidul district , 2019, IOP Conference Series: Earth and Environmental Science.

[10]  A. J. Higgins,et al.  Challenges of operations research practice in agricultural value chains , 2010, J. Oper. Res. Soc..

[11]  Dyah Ika Rinawati,et al.  Policy making for GSCM implementation in the wooden furniture industry , 2019, Management of Environmental Quality: An International Journal.

[12]  R. Cavana,et al.  Systems Thinking in the Forestry Value Chain – A Case Study of the New Zealand Emissions Trading Scheme , 2009 .

[13]  A. Brent,et al.  Analysing challenges facing smallholder farmers and conservation agriculture in South Africa: A system dynamics approach , 2016 .

[14]  David Taylor Value chain analysis: an approach to supply chain improvement in agri‐food chains , 2005 .

[15]  L. Martin Cloutier,et al.  A System Dynamics Model of Information Feedback and Activity Coordination in an Agricultural Value Chain 1 , 1998 .

[16]  K. Rich,et al.  Policy options for sustainability and resilience in potato value chains in Bihar: a system dynamics approach , 2016 .

[17]  William H. Glick,et al.  Typologies As a Unique Form Of Theory Building: Toward Improved Understanding and Modeling , 1994 .

[18]  D. Baker,et al.  Upgrading the smallholder dairy value chain: a system dynamics ex-ante impact assessment in Tanzania's Kilosa district , 2019, Journal of Dairy Research.

[19]  Julian M. Alston,et al.  Agriculture in the Global Economy , 2014 .

[20]  K. Rich,et al.  Participatory systems approaches for urban and peri-urban agriculture planning: The role of system dynamics and spatial group model building , 2018 .

[21]  Mark M.J. Wilson,et al.  Identifying the precursors of vulnerability in agricultural value chains: A system dynamics approach , 2019, Int. J. Prod. Res..

[22]  Birgit Kopainsky,et al.  A system dynamics approach for examining mechanisms and pathways of food supply vulnerability , 2015, Journal of Environmental Studies and Sciences.

[23]  Erica Gralla,et al.  A System Dynamics Model of the Adoption of Improved Agricultural Inputs in Uganda, with Insights for Systems Approaches to Development , 2018, Syst..

[24]  Meine Pieter van Dijk,et al.  Global value chains : linking local producers from developing countries to international markets , 2011 .

[25]  Hisham M. Abdelsalam,et al.  Simulating Corn Supply, Demand and Consumption in Egypt: A System Dynamics Approach , 2016, INFOS '16.

[26]  P. Singh,et al.  A Value Chain Analysis of Vegetables: A Case Study of Palpa District, Nepal , 2013 .

[27]  Paul Hyland,et al.  A Designed Framework for Delivering Systems Thinking Skills to Small Business Managers , 2014, Syst..

[28]  M. Dione,et al.  African swine fever control and market integration in Ugandan peri-urban smallholder pig value chains: An ex-ante impact assessment of interventions and their interaction. , 2018, Preventive veterinary medicine.

[29]  D. Rousseau,et al.  Evidence in Management and Organizational Science: Assembling the Field's Full Weight of Scientific Knowledge through Syntheses , 2008 .

[30]  Daniel Thiel,et al.  Economic simulation of a poultry supply chain facing a sanitary crisis , 2011 .

[32]  Supachai Pathumnakul,et al.  System dynamics modelling of an integrated pig production supply chain , 2014 .

[33]  J. Humphrey,et al.  Value Chains, Donor Interventions and Poverty Reduction: A Review of Donor Practice , 2010 .

[34]  T. Sadílek Benefits of Regional Food Quality Labels for Czech Producers , 2019 .

[35]  Stefano Ponte,et al.  Global commodity chain analysis and the French filière approach: comparison and critique , 2000 .

[36]  Bonhee Chung 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 , 2018 .

[37]  Sara S. Grobbelaar,et al.  The dynamics of regional economic integration: a system dynamics analysis of pathways to the development of value chains in the Southern African Customs Union , 2017 .

[38]  R. Kaplinsky,et al.  China as a Final Market: The Gabon Timber and Thai Cassava Value Chains , 2011 .

[39]  J. H. Trienekens,et al.  Agricultural Value Chains in Developing Countries A Framework for Analysis , 2011 .

[40]  D. Tranfield,et al.  Producing a systematic review. , 2009 .

[41]  S. F. Sidique,et al.  The Evaluation of Several Alternative Policies’ Impact on The Mandarin (Citrus Reticulata) Industry in Indonesia: A System Dynamics Analysis , 2019, Agro Ekonomi.

[42]  G. Gereffi,et al.  The governance of global value chains , 2005 .

[43]  Aldo von Wangenheim,et al.  Systematic Literature Review of Software Process Capability / Maturity Models , 2010 .

[44]  Kusnandar,et al.  The Triple Helix Model for Fruits and Vegetables Supply Chain Management Development Involving Small Farmers in Order to Fulfill the Global Market Demand: A Case Study in “Value Chain Center (VCC) Universitas Padjadjaran” , 2012 .

[45]  Diana Wright,et al.  Thinking in systems: a primer , 2012 .

[46]  Pablo Pacheco,et al.  Reconciling oil palm economic development and environmental conservation in Indonesia: A value chain dynamic approach , 2020 .

[47]  R. Torraco Writing Integrative Literature Reviews: Guidelines and Examples , 2005 .

[48]  George J. Gunn,et al.  Systems Approaches to Animal Disease Surveillance and Resource Allocation: Methodological Frameworks for Behavioral Analysis , 2013, PloS one.

[49]  John Humphrey,et al.  Changing Governance Patterns in the Trade in Fresh Vegetables between Africa and the United Kingdom , 2004 .

[50]  E. Mangnus,et al.  Roaming through the Maze of Maize in Northern Ghana. A Systems Approach to Explore the Long-Term Effects of a Food Security Intervention , 2018, Sustainability.

[51]  K. Rich,et al.  Quantitative value chain approaches for animal health and food safety. , 2017, Food microbiology.

[52]  Barry Richmond,et al.  Systems thinking/system dynamics: Let's just get on with it , 1994 .

[53]  John Humphrey,et al.  Governance in global value chains , 2001 .

[54]  Birgit Kopainsky,et al.  Can Organic Farming Reduce Vulnerabilities and Enhance the Resilience of the European Food System? A Critical Assessment Using System Dynamics Structural Thinking Tools , 2016 .

[55]  E. Skjerve,et al.  Application of system dynamics and participatory spatial group model building in animal health: A case study of East Coast Fever interventions in Lundazi and Monze districts of Zambia , 2017, PloS one.

[56]  S. Kaitibie,et al.  Commodity-based Trade and Market Access for Developing Country Livestock Products: The Case of Beef Exports from Ethiopia , 2009 .

[57]  K. Rich,et al.  Quantifying value chain analysis in the context of livestock systems in developing countries , 2011 .

[58]  Y. Tey,et al.  Moving smallholders up rice value chain: a system dynamics approach , 2019 .

[59]  I. P. Tama,et al.  Implementation of system dynamic simulation method to optimize profit in supply chain network of vegetable product , 2018 .

[60]  Maria J Grant,et al.  A typology of reviews: an analysis of 14 review types and associated methodologies. , 2009, Health information and libraries journal.

[61]  Anne Jerneck,et al.  Why resilience is unappealing to social science: Theoretical and empirical investigations of the scientific use of resilience , 2015, Science Advances.

[62]  Margaret L Danowski Grey Literature , 2019, A-Z Common Reference Questions for Academic Librarians.

[63]  Nur Syamsiah,et al.  THE DEVELOPMENT OF BUSINESS PARTNERSHIP AS AN EFFORT TO INCREASE THE MANGO FARMER’S INCOME, A SYSTEM DYNAMIC APPROACH , 2016 .

[64]  M. Tasrif,et al.  A Systems Approach to Study the Malaysian Pepper Industry , 2015 .

[65]  Justus von Geibler,et al.  Sustainability assessment of entire forest value chains: Integrating stakeholder perspectives and indicators in decision support tools , 2010 .

[66]  D. Naziri,et al.  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 , 2015 .

[67]  Ray Collins,et al.  A guide to value-chain analysis and development for overseas development assistance projects. , 2015 .

[68]  K. Rich,et al.  An empirical evaluation of policy options for inclusive dairy value chain development in Nicaragua: A system dynamics approach , 2018, Agricultural Systems.

[69]  D. Parsons,et al.  Assessing policy options for agricultural livestock development: A case study of Mexico’s sheep sector , 2017 .

[70]  Armand Omar Moeis,et al.  Policy Model of Production and Price of Rice in Kalimantan Selatan , 2015 .

[71]  M. Etienne Companion Modelling: A Participatory Approach to Support Sustainable Development , 2010 .

[72]  J. Byrne,et al.  The benefits of publishing systematic quantitative literature reviews for PhD candidates and other early-career researchers , 2014 .

[73]  G. Hickey,et al.  Linking Communities of Practice with Value Chain Development in Smallholder Farming Systems , 2015 .

[74]  Dahlanuddin,et al.  Assessing the sustainable development and intensification potential of beef cattle production in Sumbawa, Indonesia, using a system dynamics approach , 2017, PloS one.

[75]  Christopher Hart,et al.  Doing a Literature Review: Releasing the Research Imagination (2nd Edition) , 2019, The Cognitive Psychology Bulletin.

[76]  G. Griffith,et al.  Primary Industry Chains and Networks: Analysis for Public and Private Interests , 2017 .

[77]  Richard T. Watson,et al.  Analyzing the Past to Prepare for the Future: Writing a Literature Review , 2002, MIS Q..

[78]  Mário Otávio Batalha,et al.  Integrated planning model for citrus agribusiness system using systems dynamics , 2016, Comput. Electron. Agric..

[79]  Santosh Kumar Prusty,et al.  System Archetype to Understand Unintended Behavior in Indian Shrimp Industry and to Aid in Strategy Development , 2014 .

[80]  N. Z. Abidin,et al.  Palm oil supply and demand characteristics and behavior: a system dynamics approach , 2018 .

[81]  Froukje Kruijssen,et al.  The Blue Revolution in Asia: Upgrading and Governance in Aquaculture Value Chains , 2014 .

[82]  C. Nicholson,et al.  Dynamic impacts of farm-level technology adoption on the Brazilian dairy supply chain , 2020 .

[83]  Karl M. Rich,et al.  Modeling Dynamic Processes in Smallholder Dairy Value Chains in Nicaragua: A System Dynamics Approach , 2016 .

[84]  S. Franzel,et al.  Guides for value chain development: a comparative review , 2015 .

[85]  D. Meadows,et al.  Resource sustainability in commodity systems: the sawmill industry in the Northern Forest , 2002 .

[86]  Hoetomo Lembito,et al.  DESIGNING A SUPPLY CHAIN SYSTEM DYNAMIC MODEL FOR PALM OIL AGRO-INDUSTRIES , 2013 .

[87]  Justus von Geibler,et al.  Market-based governance for sustainability in value chains: conditions for successful standard setting in the palm oil sector , 2013 .

[88]  D. Tranfield,et al.  Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review , 2003 .

[89]  K. Rich,et al.  A quantitative value chain analysis of policy options for the beef sector in Botswana , 2017 .

[90]  Karl M. Rich,et al.  Participatory system dynamics modelling for dairy value chain development in Nicaragua , 2017 .

[91]  D. Gough,et al.  An Introduction to Systematic Reviews , 2017 .

[92]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .