Table 1 Model inputs and parameters.
Input | Base value (SD) | Rangea | Distribution in probabilistic analysis | Source |
|---|---|---|---|---|
Third-line weekly probabilities | ||||
Pharmacotherapy and psychotherapyb | ||||
MDD to remission | 0.026 (0.0013) | 0.0234–0.0286 | Beta | Rush et al. [17] |
MDD to response | 0.0049 (0.0003) | 0.0044–0.0054 | Beta | Rush et al. [17] |
Remission to MDD | 0.0353 (0.0018) | 0.0318–0.0388 | Beta | Rush et al. [17] |
Response to MDD | 0.1121 (0.0057) | 0.1009–0.1233 | Beta | Rush et al. [17] |
ECT | ||||
MDD to remission | 0.1629 (0.0083) | 0.1466–0.1792 | Beta | Dierckx et al. [32] |
MDD to response | 0.0418 (0.0021) | 0.0376–0.046 | Beta | Dierckx et al. [32] |
Remission to MDD | 0.045 (0.0023) | 0.0405–0.0495 | Beta | Ross et al. [27] |
Response to MDD | 0.1634 (0.0083) | 0.147–0.1797 | Beta | Same as pharmacotherapy and psychotherapy |
Esketamine | ||||
MDD to remission | 0.1402 (0.0072) | 0.1261–0.1542 | Beta | |
MDD to response | 0.0441 (0.0022) | 0.0397–0.0485 | Beta | |
Remission to MDD | 0.018 (0.0009) | 0.0162–0.0198 | Beta | Daly et al. [92] |
Response to MDD | 0.0796 (0.0041) | 0.0716–0.0876 | Beta | Daly et al. [92] |
PAT | ||||
MDD to remission | 0.1079 (0.0055) | 0.0971–0.1187 | Beta | Goodwin et al. [16] |
MDD to response | 0.0274 (0.0014) | 0.0247–0.0302 | Beta | Goodwin et al. [16] |
Remission to MDD | 0.0353 (0.0018) | 0.0318–0.0388 | Beta | Same as pharmacotherapy and psychotherapy |
Response to MDD | 0.1121 (0.0057) | 0.1009–0.1233 | Beta | Same as pharmacotherapy and psychotherapy |
Fourth-line weekly transition probabilitiesc | ||||
MDD to remission | 0.0186 (0.001) | 0.0168–0.0205 | Beta | Rush et al. [17] |
MDD to response | 0.0047 (0.0002) | 0.0042–0.0051 | Beta | Rush et al. [17] |
Remission to MDD | 0.067 (0.0034) | 0.0603–0.0737 | Beta | Rush et al. [17] |
Response to MDD | 0.12 (0.0061) | 0.108–0.132 | Beta | Rush et al. [17] |
Response to remissiond | 0.0027 (0.0001) | 0.0025–0.003 | Beta | Hermens et al. [43], Meeks et al. [40], Richards et al. [41], Wagner et al. [42], Whiteford et al. [44] |
Remission to responsed | 0.0013 (0.0001) | 0.0011–0.0014 | Beta | |
Total cost of third-line MDD treatment (US$) | ||||
Pharmacotherapy and psychotherapyc | 36 (4.59) | 27–45 | Gamma | 2018 [47] |
ECT | 5409 (690) | 4057–6761 | Gamma | |
Esketamine | 5882 (750) | 4412–7353 | Gamma | Brendle et al. [35] |
PAT | 5000 (NA) | 3000–20000 | NA | Assumed by authorse |
Uptake of third-line SOC therapies | ||||
Pharmacotherapy and psychotherapy | 99.59% | NA | NA | Calculated by authorsf |
ECT | 0.25% | NA | NA | Calculated by authorsf |
Esketamine | 0.16% | NA | NA | Calculated by authorsf |
Weekly costs (US$)g | ||||
Maintenance and continuation treatmenth | ||||
ECT | 225 (29) | 169–282 | Gamma | |
Esketamine | 1059 (135) | 794–1324 | Gamma | Brendle et al. [35] |
Other healthcare | ||||
MDD | 174 (22) | 130–217 | Gamma | Amos et al. [47] |
Response | 118 (15) | 89–148 | Gamma | Amos et al. [47] |
Productivityi | 155 (36) | 84–226 | Gamma | Zhdanava et al. [6] |
Health utilitiesj | ||||
MDD | 0.5 (0.038) | 0.43–0.58 | Beta | Balázs et al. [54] |
Response | 0.75 (0.043) | 0.67–0.84 | Beta | Balázs et al. [54] |
Remission | 0.82 (0.048) | 0.72–0.91 | Beta | Balázs et al. [54] |