Method and approach Mapping for Agri-food Supply Chain Risk Management: A literature review

One of the agri-food characteristics is perishable product which made it has a higher chance damage risk from the farmer to the consumer. While issues around food security and associated risks are extremely important. Some methods or approaches have been used to identify and assess risks that occur in agri-food supply chain. The purpose of this paper was to identify the development of methods or approaches used to identify and assess the risks that occured in the agri-food supply chain. The articles search was undertaken through articles search on selected relevant journals of supply chain risk management for agri-food published from 2004 until 2014. A total of 77 randomly selected journal articles had been analyzed. These mapping were arranged in systematic stages, started from searches related supply chain risk management for agrifood. Furthermore, the articles identified and classified the methods or approaches for each stage of supply chain risk management, and were divided into three main stages: risk identification, risk assessment and risk mitigation. The last, the articles of risk identification are categorized into three groups : qualitative, semi-quantitative and qualitative.The mapping results showed that risk assessment supply chain for agri-food was much related to microbiology risk assessment. It related to the characteristics of agri-food products. Standard models used for risk assessment in supply chain for agri-food were based on integration of statistical analysis and simulation. The other techniques used included intelligent technique, optimization models and multi-criteria decision analysis. The literature on supply chain risk management for agri-food is so vast, complex and difficult to understand that a mapping of method and approach is needed and much value for the research community. Keywords : supply chain risk , risk identification, risk assessment, risk mitigation, agri-food

[1]  John Sumner,et al.  A risk microbiological profile of the Australian red meat industry: risk ratings of hazard-product pairings. , 2005, International journal of food microbiology.

[2]  A. Tegegne,et al.  Agricultural Knowledge Management in Dairy Production Improvement: The Case of Bure Woreda, West Gojjam Zone, Amhara Region , 2012 .

[3]  D. Zhang,et al.  Modeling and optimization of inventory and sourcing decisions with risk assessment in perishable food supply chains , 2013, 2013 IEEE International Conference on Industrial Engineering and Engineering Management.

[4]  Marimin,et al.  RISKS BALANCING MODEL OF AGRI-SUPPLY CHAIN USING FUZZY RISKS UTILITY REGRESSION , 2012 .

[5]  L J Frewer,et al.  Consumer Evaluations of Food Risk Management Quality in Europe , 2007, Risk analysis : an official publication of the Society for Risk Analysis.

[6]  H. Voet,et al.  Probabilistic cumulative risk assessment of anti-androgenic pesticides in food , 2008 .

[7]  J. Leppälä,et al.  Farm Risk Management Applied to Sustainability of the Food Supply Chain: A Case Study of Sustainability Risks in Dairy Farming , 2011 .

[8]  Eleftherios Iakovou,et al.  Agrifood supply chain management: A comprehensive hierarchical decision-making framework and a critical taxonomy , 2014 .

[9]  R. Baines,et al.  Field application of farm-food safety risk assessment (FRAMp) tool for small and medium fresh produce farms. , 2013, Food chemistry.

[10]  Dominiek Maes,et al.  NUSAP Method for Evaluating the Data Quality in a Quantitative Microbial Risk Assessment Model for Salmonella in the Pork Production Chain , 2009, Risk analysis : an official publication of the Society for Risk Analysis.

[11]  H. Kuiper,et al.  The SAFE FOODS Risk Analysis Framework suitable for GMOs? A case study , 2010 .

[12]  Harri Lorentz Production locations for the internationalising food industry: case study from Russia , 2008 .

[13]  S. O'Brien,et al.  Disease Risks from Foods, England and Wales, 1996–2000 , 2005, Emerging infectious diseases.

[14]  Fengqi You,et al.  Risk Management for a Global Supply Chain Planning Under Uncertainty : Models and Algorithms , 2009 .

[15]  Barbara Burlingame,et al.  The essential balance: Risks and benefits in food safety and quality , 2007 .

[16]  K. Svensson,et al.  Probabilistic modelling of exposure doses and implications for health risk characterization: glycoalkaloids from potatoes. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[17]  Kevin McCormack,et al.  Analysing risks in supply networks to facilitate outsourcing decisions , 2010 .

[18]  M. Nauta,et al.  A comparison of risk assessments on Campylobacter in broiler meat. , 2009, International journal of food microbiology.

[19]  Arie H Havelaar,et al.  A Risk Assessment Model for Campylobacter in Broiler Meat , 2007, Risk analysis : an official publication of the Society for Risk Analysis.

[20]  Xiaojun Wang,et al.  A fuzzy enabled model for aggregative food safety risk assessment in food supply chains , 2008, 2008 IEEE International Conference on Service Operations and Logistics, and Informatics.

[21]  S. Andrew Starbird,et al.  Do Inspection and Traceability Provide Incentives for Food Safety , 2006 .

[22]  Omkar D. Palsule-Desai,et al.  Sustainable supply chain management: Review and research opportunities , 2011 .

[23]  Steve Jaffee,et al.  Rapid agricultural supply chain risk assessment : a conceptual framework , 2010 .

[24]  J. Aguzzi,et al.  A Review on Agri-food Supply Chain Traceability by Means of RFID Technology , 2013, Food and Bioprocess Technology.

[25]  Marimin,et al.  Agent Based Modeling for Investment and Operational Risk Considerations in Palm Oil Supply Chain , 2014 .

[26]  Sebastián Martorell,et al.  Quantification of risk to company's incomes due to failures in food quality , 2010, Reliab. Eng. Syst. Saf..

[27]  A study on supplier evaluation in risk control based on food supply chain , 2010, 2010 IEEE International Conference on Management of Innovation & Technology.

[28]  N. Holden,et al.  An evaluation of life cycle assessment of European milk production. , 2011, Journal of environmental management.

[29]  R. Lindqvist,et al.  Quantitative risk assessment of thermophilic Campylobacter spp. and cross-contamination during handling of raw broiler chickens evaluating strategies at the producer level to reduce human campylobacteriosis in Sweden. , 2008, International journal of food microbiology.

[30]  Yeni Herdiyeni,et al.  Framework model of sustainable supply chain risk for dairy agroindustry based on knowledge base , 2014, 2014 International Conference on Advanced Computer Science and Information System.

[31]  P. Moeinzadeh,et al.  A Combined Fuzzy Decision Making Approach to Supply Chain Risk Assessment , 2009 .

[32]  Gonca Tuncel,et al.  Risk assessment and management for supply chain networks: A case study , 2010, Comput. Ind..

[33]  Hilko van der Voet,et al.  A model for probabilistic health impact assessment of exposure to food chemicals. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[34]  Anne Wingstrand,et al.  Fresh Chicken as Main Risk Factor for Campylobacteriosis, Denmark , 2006, Emerging infectious diseases.

[35]  Ruud B.M. Huirne,et al.  Modelling worker physical health and societal sustainability at farm level: an application to conventional and organic dairy farming , 2007 .

[36]  Johannes Ledolter,et al.  Risk factors for serious injury in Finnish agriculture. , 2009, American journal of industrial medicine.

[37]  J. Wagenaar,et al.  Assessing Interventions to Reduce the Risk of Campylobacter Prevalence in Broilers , 2007, Risk analysis : an official publication of the Society for Risk Analysis.

[38]  Ravi Shankar,et al.  Supply chain risk mitigation: modeling the enablers , 2006, Bus. Process. Manag. J..

[39]  Eric G. Evers,et al.  Challenges of quantitative microbial risk assessment at EU level. , 2008 .

[40]  Jesus René Villalobos,et al.  Application of planning models in the agri-food supply chain: A review , 2009, Eur. J. Oper. Res..

[41]  Ali H. Diabat,et al.  Supply chain risk management and its mitigation in a food industry , 2012 .

[42]  Hilko van der Voet,et al.  A semi-quantitative model for risk appreciation and risk weighing. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[43]  D. J. Parsonsa,et al.  A comparison of three modelling approaches for quantitative risk assessment using the case study of Salmonella spp . in poultry meat , 2004 .

[44]  Pramod Kumar Mishra,et al.  Impact of Risks and Uncertainties on Supply Chain: A Dairy Industry Perspective , 2011 .

[45]  M. Gorton,et al.  Overcoming supply chain failure in the agri-food sector: A case study from Moldova , 2006 .

[46]  Hans J P Marvin,et al.  Indicators of emerging hazards and risks to food safety. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[47]  Gene Rowe,et al.  Perceptions of food risk management among key stakeholders: Results from a cross-European study , 2006, Appetite.

[48]  J.G.A.J. van der Vorst,et al.  Simulation modelling and risk assessment as tools to identify the impact of climate change on microbiological food safety – The case study of fresh produce supply chain , 2010 .

[49]  H. J. van der Fels-Klerx,et al.  A Structured Expert Judgment Study for a Model of Campylobacter Transmission During Broiler‐Chicken Processing , 2005, Risk analysis : an official publication of the Society for Risk Analysis.

[50]  T. C. Wilson Risk Identification and Evaluation , 2015 .

[51]  Hilko van der Voet,et al.  An integrated probabilistic framework for cumulative risk assessment of common mechanism chemicals in food: an example with organophosphorus pesticides. , 2009, Regulatory toxicology and pharmacology : RTP.

[52]  Sebastian Martorell,et al.  Quantification of risks to consumers’ health and to company’s incomes due to failures in food safety , 2007 .

[53]  Sri Krishna Kumar,et al.  Minimisation of supply chain cost with embedded risk using computational intelligence approaches , 2010 .

[54]  C. Nguyen-the,et al.  Improving quantitative exposure assessment by considering genetic diversity of B. cereus in cooked, pasteurised and chilled foods. , 2008, International journal of food microbiology.

[55]  Pieternel A. Luning,et al.  Comprehensive analysis and differentiated assessment of food safety control systems: a diagnostic instrument , 2008 .

[56]  H. Kuiper,et al.  The SAFE FOODS framework for improved risk analysis of foods , 2010 .

[57]  Jacqueline M. Bloemhof,et al.  Systems for sustainability and transparency of food supply chains - Current status and challenges , 2011, Adv. Eng. Informatics.

[58]  Qian-li Dong,et al.  Risk identification and evaluation research on F-AHP evaluation based supply chain , 2011, 2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management.

[59]  Maarten J Nauta,et al.  Microbiological risk assessment models for partitioning and mixing during food handling. , 2005, International journal of food microbiology.

[60]  Frank Stagnitti,et al.  Quantitative Microbial Risk Assessment Models for Consumption of Raw Vegetables Irrigated with Reclaimed Water , 2006, Applied and Environmental Microbiology.

[61]  Gordon H. Huang,et al.  An integrated fuzzy-stochastic modeling approach for risk assessment of groundwater contamination. , 2007, Journal of environmental management.

[62]  Marimin Marimin,et al.  Intelligent System for Pasteurized Milk Quality Assessment and Prediction , 2007 .

[63]  Peter Teuscher,et al.  Risk Management in Sustainable Supply Chain Management (SSCM): Lessons Learnt from the Case of GMO-Free Soybeans , 2006 .

[64]  Marimin,et al.  DSS for Agricultural Products Supply Chain Risk Balancing using Stakeholder Dialogues and Fuzzy Non Linear Regression , 2015 .

[65]  Shin Ta Liu,et al.  Risk Modeling, Assessment, and Management , 1999, Technometrics.

[66]  M. Smith,et al.  Environmental risk assessment for food-related substances , 2010 .

[67]  I. D. Boer,et al.  Life cycle assessment of conventional and organic milk production in the Netherlands , 2008 .

[68]  C. James,et al.  Modelling of food transportation systems - a review , 2006 .

[69]  Olga Melyukhina Risk Management in Agriculture in New Zealand , 2011 .

[70]  I. Dohoo,et al.  Risk factors for bacteriological quality of bulk tank milk in Prince Edward Island dairy herds. Part 1: overall risk factors. , 2009, Journal of dairy science.

[71]  P. Luber,et al.  Quantification of Campylobacter Species Cross-Contamination during Handling of Contaminated Fresh Chicken Parts in Kitchens , 2006, Applied and Environmental Microbiology.

[72]  Valerie J. Davidson,et al.  Fuzzy risk assessment tool for microbial hazards in food systems , 2006, Fuzzy Sets Syst..

[73]  Ana María García-Pérez,et al.  Perceived environmental uncertainty in the agrifood supply chain , 2010 .

[74]  Ying Yang,et al.  Postponement in supply chain risk management: a complexity perspective , 2010 .

[75]  E. Hartmann,et al.  Managing supplier sustainability risks in a dynamically changing environment—Sustainable supplier management in the chemical industry , 2010 .

[76]  Isabel Walls,et al.  Role of quantitative risk assessment and food safety objectives in managing Listeria monocytogenes on ready-to-eat meats. , 2006, Meat science.

[77]  E. D. van Asselt,et al.  Selection of critical factors for identifying emerging food safety risks in dynamic food production chains , 2009, Food Control.

[78]  R. Manzini,et al.  The new conceptual framework for food supply chain assessment , 2013 .