Prior research
| Author’s | Results related to the use of digital technologies (DT) | Digital technologies identified in the measurement scale |
|---|---|---|
| Bag et al. (2023) | The use of digital technologies impacts the antifragility of humanitarian supply chains | - AI |
| - Computerized tracking technologies | ||
| - Machine learning | ||
| - Big data and predictive analytics, GIS, cloud, blockchain and IoT (same item) | ||
| - Digital transaction system | ||
| Dubey (2023) | Digital technologies influence collaboration and visibility in humanitarian supply chains, with crisis leadership moderating this effect | - Machine learning |
| - Digital track systems | ||
| - AI | ||
| - Social media platforms | ||
| - Digital payment system | ||
| Tiwari et al. (2024) | The use of digital technologies impacts the resilience of humanitarian supply chains, and this effect is moderated by environmental dynamism | - Machine learning |
| - Social media analytics tools | ||
| - AI | ||
| - RFID | ||
| - Distributed ledger technologies | ||
| Akhtar et al. (2025) | Digital transformation impacts the success of humanitarian supply chains in terms of operational outcomes, donor satisfaction and beneficiary satisfaction | - Automated data capture systems |
| - Internet of Things | ||
| - Social media analytics tools | ||
| - Machine learning | ||
| - Drones | ||
| Singh (2025) | The impact of digital technologies on the efficiency of aid deliveries and environmental sustainability is mediated by collaboration and agility | - AI |
| - Blockchain | ||
| - Drones | ||
| - Big data analytics |
| Author’s | Results related to the use of digital technologies ( | Digital technologies identified in the measurement scale |
|---|---|---|
| The use of digital technologies impacts the antifragility of humanitarian supply chains | - | |
| - Computerized tracking technologies | ||
| - Machine learning | ||
| - Big data and predictive analytics, GIS, cloud, blockchain and IoT (same item) | ||
| - Digital transaction system | ||
| Digital technologies influence collaboration and visibility in humanitarian supply chains, with crisis leadership moderating this effect | - Machine learning | |
| - Digital track systems | ||
| - | ||
| - Social media platforms | ||
| - Digital payment system | ||
| The use of digital technologies impacts the resilience of humanitarian supply chains, and this effect is moderated by environmental dynamism | - Machine learning | |
| - Social media analytics tools | ||
| - | ||
| - | ||
| - Distributed ledger technologies | ||
| Digital transformation impacts the success of humanitarian supply chains in terms of operational outcomes, donor satisfaction and beneficiary satisfaction | - Automated data capture systems | |
| - Internet of Things | ||
| - Social media analytics tools | ||
| - Machine learning | ||
| - Drones | ||
| The impact of digital technologies on the efficiency of aid deliveries and environmental sustainability is mediated by collaboration and agility | - | |
| - Blockchain | ||
| - Drones | ||
| - Big data analytics |
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