Table 3. Zero-inflated count regression models results.
Total potential DDIs (ZINB Model) | Serious potential DDIs (ZIP Model) | Significant potential DDIs (ZINB Model) | Minor potential DDIs (ZIP Model) | |||||
---|---|---|---|---|---|---|---|---|
Covariate (Count Equation-Not always 0) | exp (β) n = 556 | p value | exp (β) n = 154 | p value | exp (β) n = 475 | p value | exp (β) n = 387 | p value |
Gender | ||||||||
Male | Ref | - | - | - | - | - | - | - |
Female | 1.18 | 0.013* | 1.23 | 0.146 | 1.21 | 0.010* | 1.01 | 0.897 |
Age (months) | 1.001 | 0.018* | 1.00 | 0.810 | 1.001 | 0.047* | 1.001 | 0.038* |
BMI Z-score | 0.99 | 0.586 | 1.04 | 0.279 | 0.99 | 0.829 | 0.99 | 0.994 |
Days of stay | 0.96 | 0.004* | 0.98 | 0.265 | 0.96 | 0.005* | 0.98 | 0.022* |
Number of administered drugs | 1.22 | 0.000* | 1.08 | 0.000* | 1.20 | 0.000* | 1.12 | 0.000* |
Presence of ADRs | ||||||||
No | Ref | - | - | - | - | - | - | - |
Yes | 0.92 | 0.457 | 1.14 | 0.491 | 0.87 | 0.224 | 1.19 | 0.065 |
Diagnoses | ||||||||
Othera | Ref | - | - | - | - | - | - | - |
C00-D48 Neoplasms | 0.67 | 0.001* | 0.65 | 0.088 | 0.59 | 0.000* | 0.75 | 0.007* |
Q00-Q99 Congenital malformations | 1.24 | 0.019* | 1.36 | 0.089 | 1.32 | 0.005* | 1.10 | 0.333 |
D50-D89 Dis. of Blood, Blood-forming Organs and Immunity | 0.76 | 0.041* | 0.71 | 0.308 | 0.78 | 0.094 | 0.79 | 0.136 |
G00-G99 Dis. of Nervous System | 1.31 | 0.029* | 0.88 | 0.641 | 1.08 | 0.537 | 1.57 | 0.000* |
Covariate (Binary Equation- Always 0) | exp (β) n = 359 |
p value |
exp (β) n = 359 |
p value |
exp (β) n = 359 |
p value |
exp (β) n = 359 |
p value |
Gender | ||||||||
Male | Ref | - | - | - | - | - | - | - |
Female | 0.86 | 0.610 | 1.15 | 0.837 | 1.26 | 0.553 | 0.49 | 0.056 |
Age (months) | 0.99 | 0.710 | 0.98 | 0.003* | 0.99 | 0.814 | 0.99 | 0.412 |
BMI Z-score | 0.99 | 0.958 | 0.88 | 0.458 | 1.04 | 0.552 | 1.04 | 0.676 |
Days of stay | 1.09 | 0.171 | 0.95 | 0.713 | 1.14 | 0.167 | 1.08 | 0.325 |
Number of administered drugs | 0.35 | 0.000* | 0.21 | 0.000* | 0.19 | 0.000* | 0.28 | 0.000* |
Presence of ADRs | ||||||||
No | Ref | - | - | - | - | - | - | - |
Yes | 1.78 | 0.335 | 2.06 | 0.498 | 5.69 | 0.040* | 1.60 | 0.504 |
Diagnoses | ||||||||
Othera | Ref | - | - | - | - | - | - | - |
C00-D48 Neoplasms | 1.26 | 0.694 | 17.07 | 0.027* | 1.46 | 0.641 | 0.95 | 0.942 |
Q00-Q99 Congenital malformations | 0.31 | 0.003* | 0.31 | 0.192 | 0.21 | 0.003* | 0.35 | 0.049* |
D50-D89 Dis. of Blood, Blood-forming Organs and Immunity | 1.08 | 0.834 | 3.42 | 0.270 | 0.77 | 0.631 | 1.31 | 0.619 |
G00-G99 Dis. of Nervous System | 0.16 | 0.035* | 0.02 | 0.031* | 0.01 | 0.196 | 0.28 | 0.141 |
a: A00-B99 Infectious and Parasitic Dis., E00-E90 Endocrine, Nutritional and Metabolic Dis., F00-F99 Mental and Behavior Disord., H00-H59 Dis. Eye and Adnexa, I00-I99 Dis. Circulatory Syst., J00-J99 Dis. Respiratory Syst., K00-K93 Dis. Digestive Syst., L00-L99 Dis. Skin, M00-M99 Dis. Musculoskeletal Syst., N00-N99 Dis. Genitourinary Syst., P00-P96 Perinatal Origin, R00-R99 Not classified, S00-T98 Trauma, Poisoning and external cause, V01-Y98 External causes of morbidity-mortality, Z00-Z99 Health services.
* p < 0.05.