Decision outcome sensitivity to alternative engagement multiplier perturbation scenarios
| Tier | Decision rule | Baseline | −30% | −20% | +20% | +30% | Sensitivity summary |
|---|---|---|---|---|---|---|---|
| High | Maximax | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) |
| Maximin | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Laplace | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Hurwicz (α = 0.5) | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Minimax regret | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Medium | Maximax | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) |
| Maximin | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Laplace | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) | |
| Hurwicz (α = 0.5) | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) | |
| Minimax regret | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) | |
| Low | Maximax | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) |
| Maximin | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | 0 switch(es) | |
| Laplace | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | 0 switch(es) | |
| Hurwicz (α = 0.5) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | 0 switch(es) | |
| Minimax regret | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | 0 switch(es) |
| Tier | Decision rule | Baseline | −30% | −20% | +20% | +30% | Sensitivity summary |
|---|---|---|---|---|---|---|---|
| High | Maximax | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) |
| Maximin | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Laplace | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Hurwicz (α = 0.5) | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Minimax regret | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Medium | Maximax | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) |
| Maximin | Online tutorial | Online tutorial | Online tutorial | Online tutorial | Online tutorial | 0 switch(es) | |
| Laplace | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) | |
| Hurwicz (α = 0.5) | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) | |
| Minimax regret | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) | |
| Low | Maximax | Self-paced study | Self-paced study | Self-paced study | Self-paced study | Self-paced study | 0 switch(es) |
| Maximin | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | 0 switch(es) | |
| Laplace | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | In-house mentorship | 0 switch(es) | |
| Hurwicz (α = 0.5) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | 0 switch(es) | |
| Minimax regret | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | Self-paced study (after tie-break with in-house mentorship) | 0 switch(es) |
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