Food security;
Qatar;
Big data framework;
Food waste;
Food loss;
Fuzzy cognitive map (FCM);
Interrelationships;
Design science;
PROBLEM STRUCTURING METHODS;
SUPPLY CHAINS;
DESIGN SCIENCE;
ANALYTICS;
INFORMATION;
ENERGY;
D O I:
10.1016/j.cor.2017.10.007
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
This paper provides a management perspective of organisational factors that contributes to the reduction of food waste through the application of design science principles to explore causal relationships between food distribution (organisational) and consumption (societal) factors. Qualitative data were collected with an organisational perspective from commercial food consumers along with large-scale food importers, distributors, and retailers. Cause-effect models are built and "what-if simulations are conducted through the development and application of a Fuzzy Cognitive Map (FCM) approaches to elucidate dynamic interrelationships. The simulation models developed provide a practical insight into existing and emergent food losses scenarios, suggesting the need for big data sets to allow for generalizable findings to be extrapolated from a more detailed quantitative exercise. This research offers itself as evidence to support policy makers in the development of policies that facilitate interventions to reduce food losses. It also contributes to the literature through sustaining, impacting and potentially improving levels of food security, underpinned by empirically constructed policy models that identify potential behavioural changes. It is the extension of these simulation models set against a backdrop of a proposed big data framework for food security, where this study sets avenues for future research for others to design and construct big data research in food supply chains. This research has therefore sought to provide policymakers with a means to evaluate new and existing policies, whilst also offering a practical basis through which food chains can be made more resilient through the consideration of management practices and policy decisions. (C) 2017 The Author(s). Published by Elsevier Ltd.
机构:
Univ Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, MalaysiaUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Papargyropoulou, Effie
;
Lozano, Rodrigo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utrecht, Copernicus Inst Sustainable Dev, NL-3584 CS Utrecht, NetherlandsUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Lozano, Rodrigo
;
Steinberger, Julia K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leeds, Sch Earth & Environm, Sustainabil Res Inst, Leeds LS2 9JT, W Yorkshire, EnglandUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Steinberger, Julia K.
;
Wright, Nigel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, EnglandUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Wright, Nigel
;
bin Ujang, Zaini
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Off Vice Chancellor, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
机构:
Univ Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, MalaysiaUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Papargyropoulou, Effie
;
Lozano, Rodrigo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utrecht, Copernicus Inst Sustainable Dev, NL-3584 CS Utrecht, NetherlandsUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Lozano, Rodrigo
;
Steinberger, Julia K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leeds, Sch Earth & Environm, Sustainabil Res Inst, Leeds LS2 9JT, W Yorkshire, EnglandUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Steinberger, Julia K.
;
Wright, Nigel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, EnglandUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia
Wright, Nigel
;
bin Ujang, Zaini
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Off Vice Chancellor, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Malaysia Japan Int Inst Technol, Kuala Lumpur 54100, Malaysia