Table 5

Risk scores of halal-related risks

RiskSeverity (industry Expert panel)Severity (academic Expert panel)Aggregated severityAggregated risk scoreRank
Raw material Status⟨(0.28,0.4,0.54,0.7) (0.8,0.2,0.2)⟩⟨(0.4, 0.5, 0.6, 0.7); (0.8, 0.1, 0.1)⟩⟨(0.34, 0.45, 0.57, 0.7); (0.8, 0.2, 0.2)⟩0.4121
Raw material wholesomeness⟨(0.3, 0.4, 0.5, 0.6); (0.7, 0.1, 0.1)⟩⟨(0.28, 0.4, 0.54, 0.7); (0.8, 0.2, 0.2)⟩⟨(0.29, 0.4, 0.52, 0.65); (0.7, 0.2, 0.2)⟩0.3572
Origins of raw materials⟨(0.2, 0.3, 0.42, 0.56); (0.8, 0.1, 0.1)⟩⟨(0.21, 0.32, 0.45, 0.6); (0.7, 0.2, 0.2)⟩⟨(0.21, 0.31, 0.44, 0.58); (0.7, 0.2, 0.2)⟩0.2934
Unlawful ingredients/emulsifiers for food preservation⟨(0.2, 0.3, 0.42, 0.56); (0.8, 0.1, 0.1)⟩⟨(0.21, 0.32, 0.45, 0.6); (0.7, 0.2, 0.2)⟩⟨(0.21, 0.31, 0.44, 0.58); (0.7, 0.2, 0.2)⟩0.2935
Processing method risk⟨(0.21, 0.32, 0.45, 0.6); (0.7, 0.2, 0.2)⟩⟨(0.3, 0.4, 0.5, 0.6); (0.7, 0.1, 0.1)⟩⟨(0.255, 0.36, 0.475, 0.6); (0.7, 0.2, 0.2)⟩0.3243
Packaging process and materials⟨(0.16, 0.25, 0.36, 0.49); (0.8, 0, 0.1)⟩⟨(0.15, 0.24, 0.35, 0.48); (0.7, 0.1, 0.1)⟩⟨(0.155, 0.245, 0.355, 0.485); (0.7, 0.1, 0.1)⟩0.2586
Centralised storage of products⟨(0.2, 0.3, 0.4, 0.5); (0.6, 0.2, 0.2)⟩⟨(0.2, 0.3, 0.4, 0.5); (0.6, 0.2, 0.2)⟩⟨(0.2, 0.3, 0.4, 0.5); (0.6, 0.2, 0.2)⟩0.2577
Animal welfare risk⟨(0.12, 0.2, 0.3, 0.42); (0.7, 0.1, 0.1)⟩⟨(0.12, 0.2, 0.3, 0.42); (0.7, 0.1, 0.1)⟩⟨(0.12, 0.2, 0.3, 0.42); (0.7, 0.1, 0.1)⟩0.2178
Common facility for the non-halal product⟨(0.12, 0.2, 0.3, 0.42); (0.7, 0.1, 0.1)⟩⟨(0.14, 0.24, 0.36, 0.5); (0.6, 0.2, 0.2)⟩⟨(0.13, 0.22, 0.33, 0.46); (0.6, 0.2, 0.2)⟩0.2099
Halal certification⟨(0.09, 0.16, 0.25, 0.36); (0.7, 0.1, 0.1)⟩⟨(0.09, 0.16, 0.25, 0.36); (0.7, 0.1, 0.1)⟩⟨(0.09, 0.16, 0.25, 0.36); (0.7, 0.1, 0.1)⟩0.17911
Contamination within firm⟨(0.1, 0.18, 0.28, 0.4); (0.6, 0.2, 0.2)⟩⟨(0.14, 0.24, 0.36, 0.5); (0.6, 0.2, 0.2)⟩⟨(0.12, 0.21, 0.32, 0.45); (0.6, 0.2, 0.2)⟩0.20210
Contamination in outsourcing activities⟨(0.1, 0.18, 0.28, 0.4); (0.6, 0.2, 0.2)⟩⟨(0.1, 0.18, 0.28, 0.4); (0.6, 0.2, 0.2)⟩⟨(0.1, 0.18, 0.28, 0.4); (0.6, 0.2, 0.2)⟩0.17612
Raw materials integrity⟨(0.1, 0.18, 0.28, 0.4); (0.6, 0.2, 0.2)⟩⟨(0.08, 0.15, 0.24, 0.35); (0.6, 0.2, 0.2)⟩⟨(0.09, 0.165, 0.26, 0.375); (0.6, 0.2, 0.2)⟩0.16314
Process integrity⟨(0.09, 0.16, 0.25, 0.36); (0.7, 0.1, 0.1)⟩⟨(0.1, 0.18, 0.28, 0.4); (0.6, 0.2, 0.2)⟩⟨(0.095, 0.17, 0.265, 0.38); (0.6, 0.2, 0.2)⟩0.16713
Information/data integrity⟨(0.08, 0.15, 0.24, 0.35); (0.6, 0.2, 0.2)⟩⟨(0.08, 0.15, 0.24, 0.35); (0.6, 0.2, 0.2)⟩⟨(0.08, 0.15, 0.24, 0.35); (0.6, 0.2, 0.2)⟩0.15015
People integrity⟨(0.06, 0.12, 0.2, 0.3); (0.6, 0.2, 0.2)⟩⟨(0.06, 0.12, 0.2, 0.3); (0.6, 0.2, 0.2)⟩⟨(0.06, 0.12, 0.2, 0.3); (0.6, 0.2, 0.2)⟩0.12516

Source(s): Authors’ own work

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