Comparison of key characteristics of previous vaccine network models
| Group 1 - No outreach locations | Group 2 - outreach locations | ||||||
|---|---|---|---|---|---|---|---|
| 1. Chen et al. (2014) A planning model for the WHO-EPI … | 2. Lim (2016) Improving the design and operation … | 3. Yang et al. (2021) Optimizing vaccine distribution networks … | 4. Lim et al. (2016) Coverage models to determine outreach … | 5. Mofrad (2016) Optimizing vaccine clinic operations … | 6. Yang and Rajgopal (2019) Outreach strategies for vaccine distribution … | ||
| Objective | |||||||
| Maximize coverage | Maximize coverage | Maximize coverage | |||||
| Minimize costs | Minimize costs | Minimize costs | Minimize costs | Minimize costs | |||
| Decisions | |||||||
| Open locations | Open hub | Open hub | Open outreach | Open outreach and clinic | Open outreach and clinic | ||
| Flow between nodes | Flow between nodes | Vehicle types and number | Vehicle types and number | ||||
| Vehicle types | Vehicle types | Vehicle types | Vehicle types | Vehicle types and outreaches | |||
| Storage types | Storage types | Storage types | Storage types | ||||
| Inventory levels | Inventory levels | Inventory levels | Inventory levels | ||||
| Outreach routes | Number of outreach trips | Number of outreach trips | |||||
| Capacity | Variable device capacity | ||||||
| Network structure | |||||||
| Central distribution | Central distribution | Central distribution | Central distribution | ||||
| Hubs | Hubs | Hubs (variable) | Hubs (variable) | ||||
| Clinics | Clinics | Clinics | Clinics | Clinics | Clinics (variable) | Clinics (variable) | |
| Outreaches | Outreaches | Outreaches (variable) | Outreaches (variable) | ||||
| Demand | |||||||
| Fixed exogenous | Fixed | Fixed | |||||
| Stochastic | Stochastic | Stochastic | Stochastic | ||||
| Causal (distance) | Causal (distance) | ||||||
| Product | |||||||
| Single vaccine | Single vaccine | Single vaccine | Single vaccine | Single vaccine | Single vaccine | ||
| Multiple vaccines | Multiple vaccines | ||||||
| Period | |||||||
| Single period | Single period | Single period | Single period | ||||
| Multiple periods | Multiple periods | Multiple periods | Multiple periods | ||||
| Constraints | |||||||
| Capacity on facilities | Capacity on facilities | Capacity on facilities | Variable capacity | ||||
| Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | ||
| Others | Single trip delivery | Dist. max outreach to fixed HC | Daily trips to one dest | Max travel time to multiple dest | |||
| Patient and outreach max travel dist | Patient max travel dist | ||||||
| Group 1 - No outreach locations | Group 2 - outreach locations | ||||||
|---|---|---|---|---|---|---|---|
| 1. | 2. | 3. | 4. | 5. | 6. | ||
| Maximize coverage | Maximize coverage | Maximize coverage | |||||
| Minimize costs | Minimize costs | Minimize costs | Minimize costs | Minimize costs | |||
| Open locations | Open hub | Open hub | Open outreach | Open outreach and clinic | Open outreach and clinic | ||
| Flow between nodes | Flow between nodes | Vehicle types and number | Vehicle types and number | ||||
| Vehicle types | Vehicle types | Vehicle types | Vehicle types | Vehicle types and outreaches | |||
| Storage types | Storage types | Storage types | Storage types | ||||
| Inventory levels | Inventory levels | Inventory levels | Inventory levels | ||||
| Outreach routes | Number of outreach trips | Number of outreach trips | |||||
| Capacity | Variable device capacity | ||||||
| Central distribution | Central distribution | Central distribution | Central distribution | ||||
| Hubs | Hubs | Hubs (variable) | Hubs (variable) | ||||
| Clinics | Clinics | Clinics | Clinics | Clinics | Clinics (variable) | Clinics (variable) | |
| Outreaches | Outreaches | Outreaches (variable) | Outreaches (variable) | ||||
| Fixed exogenous | Fixed | Fixed | |||||
| Stochastic | Stochastic | Stochastic | Stochastic | ||||
| Causal (distance) | Causal (distance) | ||||||
| Single vaccine | Single vaccine | Single vaccine | Single vaccine | Single vaccine | Single vaccine | ||
| Multiple vaccines | Multiple vaccines | ||||||
| Single period | Single period | Single period | Single period | ||||
| Multiple periods | Multiple periods | Multiple periods | Multiple periods | ||||
| Capacity on facilities | Capacity on facilities | Capacity on facilities | Variable capacity | ||||
| Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | Capacity on vehicles | ||
| Others | Single trip delivery | Dist. max outreach to fixed HC | Daily trips to one dest | Max travel time to multiple dest | |||
| Patient and outreach max travel dist | Patient max travel dist | ||||||