| Literature DB >> 24097305 |
Ingunn Fride Tvete1, Trine Bjørner, Ivar Andreas Aursnes, Tor Skomedal.
Abstract
OBJECTIVES: This study investigated and quantified risk factors of dose escalation, as an indication of drug misuse and dependency of benzodiazepines and congeners, among presumably drug naïve patients in the Norwegian drug prescription database, observed over 3 years.Entities:
Keywords: PUBLIC HEALTH; Substance misuse < PSYCHIATRY
Year: 2013 PMID: 24097305 PMCID: PMC3796278 DOI: 10.1136/bmjopen-2013-003296
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
The six drug groups considered, together with their ATC-codes and their recommended DDD values (in mg) and whether they are benzodiazepines or z-hypnotics
| Drug group | ATC-code | Type | DDD (mg) |
|---|---|---|---|
| Diazepam | N05BA01 | Benzodiazepine | 10 |
| Oxazepam | N05BA04 | Benzodiazepine | 50 |
| Alprazolam | N05BA12 | Benzodiazepine | 1 |
| Nitrazepam/flunitrazepam | N05CD02/N05CD03 | Benzodiazepines | 5/1 |
| Zopiclone/zolpidem | N05CF01/N05CF02 | z-Hypnotics | 7.5/10 |
| Hydroxyzine/buspirone | N05BB01/N05BE01 | Non-benzodiazepine | 75/30 |
ATC, Anatomical Therapeutic Chemical; DDD, defined daily doses.
Figure 1Data selection procedure.
Some estimated factors from the model
| Effect of gender, age and physician prescribed high amount of BZD | ||||||
| To level | Gender | Age | FBZDP | |||
| 1 | −0.008 (ns) | 0.006 | 0.040 | |||
| 2 | −0.146 | 0.007 | 0.262 | |||
| 3 | −0.552 | −0.021 | 0.127 | |||
| Effect of first drug choice (compared to diazepam) | ||||||
| Oxazepam | Alprazolam | Nitrazepam/flunitrazepam | Zopilone/zolpidem | Hydroxyzine/buspirone | ||
| 1 | 0.146 | 0.014 (ns) | −0.046 | 0.032 | −0.200 | |
| 2 | 0.167 | 0.165 (ns) | 0.515 | 0.465 | −0.168 | |
| 3 | 0.204 | −0.010 (ns) | 0.375 | 0.063 (ns) | −0.230 (ns) | |
| Effect of other drugs | ||||||
| Opioids/antialcohol/smoke cessation | Antidepressants/lithium | Antipsychotics | Antiasthmatics/COPD drugs | Cardiac drugs | Methotrexate/steroids | |
| 1 | 0.136 | 0.214 | 0.152 | 0.100 | 0.030 | 0.035 |
| 2 | 0.272 | 0.280 | 0.398 | 0.146 | 0.090 | 0.249 |
| 3 | 0.738 | 0.334 | 0.570 | 0.266 | 0.002 (ns) | 0.194 (ns) |
| Effect of prescribers specialty (compared to no specialty) | ||||||
| General practitioner | Internist | Psychiatrist | Surgeon | Another specialty | ||
| 1 | 0.017 | −0.108 | −0.054 | −0.136 | −0.043 | |
| 2 | −0.048 | 0.200 | 0.178 | 0.003 (ns) | 0.003 (ns) | |
| 3 | −0.152 | 0.066 (ns) | −0.013 (ns) | −0.119 (ns) | −0.042 (ns) | |
ns indicates not significant, 5% level.
BZD, Benzodiazepine; COPD, chronic obstructive pulmonary disease; FBZDP, Frequent BZD prescriber
The percentage of patients in BZD levels over time periods
| Period | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Level | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
| 0 | 78.57 | 78.84 | 77.91 | 76.69 | 78.05 | 78.63 | 77.32 | 76.34 | 77.30 | 77.69 | 76.17 |
| 1 | 19.66 | 19.16 | 19.82 | 20.58 | 19.06 | 18.36 | 19.36 | 20.00 | 18.91 | 18.30 | 19.31 |
| 2 | 1.60 | 1.78 | 1.95 | 2.33 | 2.43 | 2.52 | 2.79 | 3.03 | 3.13 | 3.27 | 3.61 |
| 3 | 0.16 | 0.22 | 0.32 | 0.40 | 0.45 | 0.48 | 0.53 | 0.63 | 0.66 | 0.74 | 0.91 |
Level 0=no redemption, level 1=redeemed an average of less than 1 DDD per day, level 2=1 DDD or more per day, but not more than 2 DDDs per day and level 3=more than 2 DDDs per day.
DDD, defined daily doses.
Numbers (n) of patients in the various cohort subgroups after 3 years, corresponding numbers per 1000 patients with 1–2 and above 2 DDDs on average per day used during the last period and adjusted estimates as described in method.
| n | Between 1 and 2 DDDs | Above 2 DDDs | |||
|---|---|---|---|---|---|
| Crude | Adjusted | Crude | Adjusted | ||
| Subgroups | |||||
| Woman | 50 309 | 35.2 | 33.8 | 7.3 | 8.1 |
| Man | 31 636 | 37.5 | 33.4 | 12.0 | 3.8 |
| First drug prescribed | |||||
| Diazepam | 20 706 | 23.0 | 20.4 | 8.1 | 6.7 |
| Oxazepam | 4995 | 37.0 | 27.0 | 14.6 | 9.6 |
| Alprazolam | 265 | 30.2 | 25.9 | 0 | 6.8 |
| Hydroxyzine/buspirone | 1321 | 17.4 | 13.8 | 6.8 | 4.1 |
| Nitrazepam/flunitrazepam | 2365 | 41.9 | 40.2 | 11.4 | 13.4 |
| Zopiclone/zolpidem | 52 293 | 41.4 | 38.8 | 9.0 | 8.7 |
| Specialty of first prescriber | |||||
| None | 25 178 | 35.4 | 34.2 | 10.6 | 9.5 |
| General practitioner | 42 007 | 35.6 | 31.9 | 8.3 | 7.6 |
| Internist | 1569 | 45.9 | 43.1 | 8.9 | 10.8 |
| Psychiatrist | 2033 | 49.2 | 42.4 | 12.3 | 9.9 |
| Surgeon | 778 | 41.13 | 32.1 | 9.0 | 7.6 |
| Other specialty | 10 380 | 35.1 | 33.2 | 8.5 | 8.8 |
| First prescription by frequent prescriber | 18 808 | 48.5 | 44.0 | 10.9 | 10.5 |
| Other drugs | |||||
| Opioids, antialcohol and smoke cessation | 921 | 68.40 | 50.0 | 32.57 | 24.3 |
| Antidepressives or lithium | 9571 | 55.7 | 50.3 | 15. 8 | 13.5 |
| Antipsychotics | 2206 | 70.7 | 59.9 | 30.8 | 19.8 |
| Antiasthmatics or COPD drugs | 5646 | 51.4 | 41.7 | 15.8 | 12.1 |
| Cardiac drugs | 15 208 | 46.1 | 37.3 | 9.2 | 8.7 |
| Methotrexate or steroids | 1949 | 62.6 | 48.2 | 15.4 | 12.2 |
COPD, chronic obstructive pulmonary disease; DDD, defined daily doses.
Figure 2Estimated percentages of patients in benzodiazepine (BZD) level 3 (redeemed more than 2 defined daily doses per day on average) for previous use of other drugs A–D) compared to no previous use, first redeemed BZD compared to diazepam as first BZD (E–F), specialty of first BZD prescriber compared to no specialty (G) and a comparison of patients first BZD and first BZD prescriber's specialty (H).
The estimated percentages of patients in the highest level in the last-period, and the estimated difference between the contrasting groups in figures 2A–H (95% confidence bands)
| Figure | Comparing groups | Estimate 1 | Estimate 2 | Difference |
|---|---|---|---|---|
| Effect of other drugs | ||||
| 2A | Opioids/antialcohol/smoke cess. | 2.27 (1.858, 2.646) | 0.802 (0.736, 0.855) | 1.468 (1.074, 1.853) |
| 2B | Antidepressants/lithium | 1.368 (1.23, 1.501) | 0.768 (0.711, 0.818) | 0.6 (0.437, 0.726) |
| 2C | Antipsychotics (1) versus none (2) | 1.972 (1.824, 2.131) | 0.796 (0.749, 0.831) | 1.176 (1.006, 1.336) |
| 2D | Antiasthmatics/COPD drugs | 1.234 (1.178, 1.4) | 0.812 (0.739, 0.859) | 0.422 (0.357, 0.543) |
| Effect of 1st drug choice | ||||
| 2E | Oxazepam (1) versus diazepam (2) | 0.96 (0.835, 1.091) | 0.667 (0.602, 0.745) | 0.293 (0.154, 0.476) |
| 2F | Nitrazepam/flunitrazepam | 1.394 (1.164, 1.772) | 0.667 (0.602, 0.745) | 0.727 (0.447, 1.131) |
| Effect of prescribers specialty | ||||
| 2G | General practitioner | 0.745 (0.705, 0.806) | 0.916 (0.844, 1.007) | −0.171 (−0.294, −0.092) |
| Compare the two defined groups | ||||
| 2H | Oxazepam and no specialty | 1.083 (0.931, 1.155) | 0.584 (0.494, 0.652) | 0.499 (0.361, 0.618) |