Table 2.
Zero-inflated negative binomial model for predicting number of SAEs
Part 1: logistic part for excessive zero (ie., having no SAE) | |||
Parameter | Odds Ratio (OR) | 95% Confidence Interval | p-value |
Age at first donepezil | 0.972 | (0.929, 1.017) | 0.2181 |
Male vs Female | 1.739 | (0.711, 4.255) | 0.2256 |
Race/Ethnicity | |||
Hispanic vs NHW | 0.204 | (0.079, 0.531) | 0.0011 |
NHB vs NHW | 0.659 | (0.232, 1.867) | 0.4321 |
Number of donepezil prescription | 0.027 | (0.003, 0.231) | 0.0010 |
Number of months on donepezil | 0.966 | (0.834, 1.119) | 0.6448 |
Chronic conditions * (Only p < 0.05 are shown here) | |||
Anemia | 0.268 | (0.097, 0.74) | 0.0110 |
Ischemic Heart Disease | 0.122 | (0.029, 0.52) | 0.0044 |
Part 2: negative binomial part | |||
Parameter | Estimate | 95% Confidence Interval | p-value |
Age at first donepezil | 0.998 | (0.988, 1.007) | 0.5995 |
Male vs Female | 1.072 | (0.867, 1.326) | 0.5213 |
Race/Ethnicity | |||
Hispanic vs NHW | 0.874 | (0.699, 1.093) | 0.2369 |
NHB vs NHW | 1.285 | (1.042, 1.584) | 0.0190 |
Number of donepezil prescription | 1.104 | (1.071, 1.139) | <.0001 |
Number of months on donepezil | 1.023 | (1.017, 1.03) | <.0001 |
Chronic conditions * (Only p < 0.05 are shown here) | |||
Chronic obstructive pulmonary disease (COPD) | 1.397 | (1.134, 1.719) | 0.0016 |
Hyperlipidemia | 0.756 | (0.624, 0.916) | 0.0042 |
Hypertension | 1.517 | (1.202, 1.914) | 0.0004 |
Anxiety disorder | 1.368 | (1.115, 1.679) | 0.0027 |