Key studies addressing the relationship between resilience and performance
| Publication | Focal performance metric | Methodology | Real-world data? | Revealed nature of the resilience-performance relationship | Considering drivers of the resilience-performance relationship? | |||
|---|---|---|---|---|---|---|---|---|
| No (synthetic data) | Yes, subjective (survey data) | Yes, objective (secondary data) | Alignment | Trade-off | ||||
| Chowdhury et al. (2019) | Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ |
| Hosseini et al. (2019b) | Input | Multi-stage stochastic programming with exogenous probabilistic modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ |
| Belhadi et al. (2021) | Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ |
| Taleizadeh et al. (2021) | Input | Multi-stage stochastic programming with exogenous probabilistic modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ |
| Kraude et al. (2022) | Input, output | Network data envelopment analysis | ✗ | ✓ | ✗ | ✗ | ✓ | ✗ |
| Qader et al. (2022) | Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ |
| Aldrighetti et al. (2023) | Input | Multi-stage stochastic programming with endogenous probabilistic modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ |
| Pahwa and Jaller (2023) | Output | Continuous approximation programming with gradient modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ |
| Zhao et al. (2023) | Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ |
| This study | Input, output | Robust data envelopment analysis | ✗ | ✗ | ✓ | ✓ | ✓ | ✓ |
| Publication | Focal performance metric | Methodology | Real-world data? | Revealed nature of the resilience-performance relationship | Considering drivers of the resilience-performance relationship? | |||
|---|---|---|---|---|---|---|---|---|
| No (synthetic data) | Yes, subjective (survey data) | Yes, objective (secondary data) | Alignment | Trade-off | ||||
| Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ | |
| Input | Multi-stage stochastic programming with exogenous probabilistic modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ | |
| Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ | |
| Input | Multi-stage stochastic programming with exogenous probabilistic modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ | |
| Input, output | Network data envelopment analysis | ✗ | ✓ | ✗ | ✗ | ✓ | ✗ | |
| Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ | |
| Input | Multi-stage stochastic programming with endogenous probabilistic modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ | |
| Output | Continuous approximation programming with gradient modeling | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ | |
| Output | Structural equation modeling | ✗ | ✓ | ✗ | ✓ | ✗ | ✗ | |
| This study | Input, output | Robust data envelopment analysis | ✗ | ✗ | ✓ | ✓ | ✓ | ✓ |
Source(s): Authors’ own work
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