Table I

Comparison of OR methods based on requirements for humanitarian logistics research (cf. Section 2.1)

Problem explorationType of problemEase to reproduceContextualizationData collectionValidation with practice
Operational exerciseHighly realisticBased on current practiceLowHighRiskyVery high
Simulation gamesRealisticFlexible integration of behaviour and (new) or standard situations, approaches and technologiesHigh, if rigorous methodology is implemented (see below)HighQuasi-experimentalHigh
SimulationAbstractSimulation of new (new) or standard situations, approaches and technologies; assumptions on behaviourHighLowInductive, numericLow
Analytical modelHighly simplifiedData-driven; based on past frequent cases in data-rich environments or standard problemsVery highVery lowNumericLow

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