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. 2023 May 11:1–14. Online ahead of print. doi: 10.1007/s43441-023-00509-1

Table 11.

Result of success factors of new drug clinical trials (Phase 4—NME vs. Biologicals)

Variable NME (Phase 4) Biologicals (Phase 4)
Model 1 Model 2 Model 3 Model 4 Model 1 Model 2 Model 3 Model 4
Experience

1.000

(0.000)

1.000

(0.000)

1.000

(0.000)

1.000

(0.000)

1.000

(0.001)

1.000

(0.001)

1.000

(0.001)

1.000

(0.001)

Success ratio

47.776***

(16.638)

45.963***

(15.862)

46.676***

(15.834)

47.128***

(15.968)

53.885

(99.519)

38.034

(55.944)

41.296

(60.675)

31.627

(46.973)

Duration

1.000

(0.000)

1.000

(0.000)

1.000

(0.000)

1.000

(0.000)

0.999

(0.000)

0.999

(0.000)

0.999

(0.000)

0.999

(0.001)

Relationship type

0.928

(0.234)

1.118

(0.220)

0.427

(0.613)

0.971

(0.767)

Nation

1.372

(0.679)

1.423

(0.364)

2.300

(4.030)

1.720

(1.447)

Continent

1.146

(0.589)

1.461

(0.429)

2.081

(2.902)

2.497

(2.442)

N 1511 1511 1511 1511 219 219 219 219
Pseudo-R2 0.1448 0.1432 0.1446 0.177 0.1129 0.1188 0.1241
Prob > χ2 0.000 0.000 0.000 0.1302 0.101 0.086 0.074
Log-likelihood − 452.757 − 453.581 − 452.838 − 29.861 − 30.453 − 30.252 − 30.070

***p < 0.01, **p < 0.05, *p < 0.1