Benzodiazepines Predict Use of Opioids A Follow-Up Study of 17,074 Men and Womenpme_

Size: px
Start display at page:

Download "Benzodiazepines Predict Use of Opioids A Follow-Up Study of 17,074 Men and Womenpme_"

Transcription

1 Pain Medicine 2010; 11: Wiley Periodicals, Inc. ORIGINAL RESEARCH ARTICLES Benzodiazepines Predict Use of Opioids A Follow-Up Study of 17,074 Men and Womenpme_ Svetlana Skurtveit, PhD,* Kari Furu, PhD,* Jørgen Bramness, PhD,* Randi Selmer, PhD,* and Aage Tverdal, PhD* *Division of Epidemiology, Norwegian Institute of Public Health; Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway Reprint requests to: Svetlana Skurtveit, PhD, Norwegian Institute of Public Health, PO Box 4404 Nydalen, 0403 Oslo, Norway. Tel: ; Fax: ; svetlana.skurtveit@fhi.no. Abstract Objective. To evaluate the effect of the use of benzodiazepines on prescription of opioids 4 7 years later in patients with noncancer pain. Design. A cohort of 7,991 men and 9,083 women aged 40, 45 and 60 years who reported no use of opioids in health surveys in was linked to the nationwide Norwegian Prescription Database, and their prescriptions of opioids during were analyzed. Moderate-high prescription frequency of opioids was defined as at least 12 prescriptions during the period January 2004 December Results. The unadjusted odds ratio for moderatehigh prescription frequency of opioids for individuals who had previously used benzodiazepines was 7.7 (95% confidence interval ) as compared with previous nonusers. After adjustment for musculoskeletal pain, alcohol, smoking habits, and socioeconomic variables, the odds ratio was lowered to 3.1 ( ). The analysis of the effect of benzodiazepines and chronic pain individually and in combination suggest that use of benzodiazepines is an even stronger predictor of later opioid use than self-reported chronic pain. Conclusions. Our study suggests that earlier use of benzodiazepines may predict repeated use of opioids. Before starting pain treatment with opioids, clinicians should take into consideration the possibility of substance abuse and mental health disorders. A central issue when prescribing opioids for chronic noncancer pain is to balance the risk of problematic use of these drugs with the benefits of pain relief. Key Words. Benzodiazepines; Noncancer Patients; Opioids; Prospective Cohort Study Introduction In the last few decades, opioids have been considered useful treatment option not only for cancer related and severe acute pain, but also to some extent for chronic nonmalignant pain. Guidelines recommend the use of long acting opioids, while suggesting that short acting opioids should be avoided [1 6]. However, the beneficial effect of long lasting opioid treatment has been questioned [3 6]. Opioids should be avoided in patients using other addictive drugs such as benzodiazepines, because this may increase the potential for problematic use or abuse. There are no recommendations concerning the use of weak opioids, although these are by far the most widely used opioids in Europe [7 9]. Chronic nonmalignant pain lasting 6 months or more affects between 12% and 30% of the adult western population [8,10]. Tissue damage is often followed by pain. How pain is perceived is, however, not only related to the extent of the damage, but also to other more subjective factors such as personality traits and mental state. This is even more so for musculoskeletal pain, which is not related to malignant disease or trauma. The most commonly reported locations for pain are in the back, knee, neck, hand, or leg. It has been documented that pain has an impact on employment status, family relationships and emotional status [8,10]. Breivik et al. documented that more than 20% of pain patients had been diagnosed with depression [8]. The likelihood of an individual taking pain medication may also be influenced by personality and emotional characteristics. The most commonly prescribed medicines for pain are nonsteroid anti-inflammatory drugs (NSAIDs) and weak opioids. Use of opioids for chronic noncancer pain is increasing in many countries [8,11,12]. A Danish study, based on data from 2000, indicated that 9% of those reporting chronic nonmalignant pain used weak opioids 805

2 Skurtveit et al. regularly or continuously [13]. Approximately 3% of the US general population without cancer used opioids regularly for a month or more per year [14]. However, the epidemiology of opioid-taking behaviors of noncancer patients has not been fully investigated [15]. An association between the use of analgesics and of anxiolytics or hypnotics has been suggested in crosssectional studies [7,16]. In an earlier prospective study, we have shown that earlier use of benzodiazepines was associated with increased prescription of opioids 20 years later in all those individuals who also consumed alcohol, even after controlling for several potential confounders. Only a weak association was observed between earlier use of benzodiazepines and later use of NSAIDs for the treatment of pain [17]. However, we were unable to determine whether this study result was related to different levels of pain in the two groups. In current study, the association between the use of benzodiazepines and later opioid use was investigated in different age groups, adjusting for musculoskeletal pain. Data from the Norwegian health surveys were linked to data from a prescription database 4 7 years later. We excluded patients with cancer pain and restricted the study to participants who reported no use of opioids at baseline. We adjusted for a series of other factors that may have influenced the later use of opioids. Materials and Methods Health Survey Information on Independent Variables Data from population based surveys conducted in in the three Norwegian counties Oslo, Oppland and Hedmark are included in this study [18]. These three counties cover both rural and urban regions. The surveys are part of Cohort of Norway (CONOR) [19]. The number of individuals invited and the number of participants in CONOR, as well as the procedures used, have been published elsewhere [19]. All subjects in selected age cohorts were invited to participate in the respective surveys. At the time of investigation, the subjects were aged 40 41, 45 46, and years. In these age cohorts, 21,802 men and 21,451 women were invited. Of these, 9,386 men (43.1%) and 11,244 women (52.4%) participated and agreed to the storage of blood samples and data for research purposes and agreed to have their data linked to other health registers (Figure 1). One hundred twenty-two men and 124 women who died or emigrated before January 1, 2004 were excluded from the analyses. In a second step, we removed all those whose drugs were reimbursed for the treatment of cancer (Figure 1). The participants in the health survey completed a selfadministered questionnaire covering drug use, history of cardiovascular disease and diabetes, and different lifestyle Figure 1 Flow chart for the study population. Health surveys in Oslo, Oppland and Hedmark ( ). *Subsample of the study population who had answered a second questionnaire including question regarding chronic pain. BZD = benzodiazepine. 806

3 Benzodiazepines Predict Use of Opioids Table 1 Questions on drug use and other factors with answer alternatives used in the health survey in Oslo, Oppland and Hedmark ( ) Self-Administered Questionnaire Anxiolytics How often in the course of the last 4 weeks have you taken tranquillizers medicine? Hypnotics How often in the course of the last 4 weeks have you taken sleeping medicine? Analgesics How often in the course of the last 4 weeks have you taken painkillers, on prescription? Open question on use of medicine State the name of the medicine you have taken during the last 4 weeks Alcohol consumption How often have you consumed alcohol in the course of the past year? Smoking habits Have you smoked/do you smoke daily? Physical activity Description of four levels of physical activity in spare time. Cardiovascular diseases Previous myocardial infarction, angina, stroke, diabetes Working status Are you receiving disability pension (full or part)? Musculoskeletal pain Have you suffered from pain and/or stiffness in muscles and joints in the course of the last 4 weeks? (neck/shoulders; arms/hands; upper back;lower back; hips/legs/feet; elsewhere) Have you, during the past year, suffered from pain and/or stiffness in muscles and joints that has lasted for at least 3 months? Answer Alternatives Daily; every week, but not daily; less than every week; not used during last month Daily; every week, but not daily; less than every week; not used during last month Daily; every week, but not daily; less than every week; not used during last month 4 7 times pr week; 2 3 times pr week; once pr week; 2 3 times pr.mth; about once pr mth; a few times in the past year; have not drunk alcohol this past year; have never drunk alcohol Yes, now; yes, earlier; no Mean activity (hours pr week) in the course of the past year: none;less than 1, 1 2, 3 or more Yes; no Yes; no Not troubled; somewhat troubled; very troubled Yes; no habits such as alcohol use, smoking, and physical activity (Table 1). Drug use questions consisted of specific questions related to the frequency of use of different drug categories during the previous 4 weeks, followed by an open question on drug trade names [18]. It was possible to register up to 10 different trade names in the selfadministered questionnaire. Only 0.1% of attendees in the surveys reported ten different trade names, suggesting that very few, if any, were using more. The questionnaire included a specific question on the use of analgesics ( pain medicine in questionnaire), anxiolytics ( tranquillizers ) or hypnotics ( sleeping medicine ) on prescription (Table 1) [18]. Validity on drug use questions are described earlier [20]. The participants who answered that they used anxiolytics (whether daily, weekly, or less than weekly) during the previous month in the specific question and/or who wrote trade names of benzodiazepines in the open question, are referred to below as benzodiazepine users. We chose to examine the effect of only benzodiazepines on later use of opioids, not the benzodiazepine-like zopiclone and zolpidem because they have well known negative effects that interfere with people s daily functioning [21]. Opioid users were defined as individuals who wrote in open question down the trade names of opioids used during the previous month. Regarding alcohol use, participants were divided in three categories: nondrinkers, alcohol use 3 times a week and alcohol use 4 times a week. The questionnaire included questions about the location, intensity and duration of musculoskeletal pain [18]. Participants were divided in three groups: no painful areas; some/very troubled in one to two painful areas or some/very troubled in three to six areas. Physically active 807

4 Skurtveit et al. individuals were those doing exercise for at least 3 hours a week. A physical examination comprised measurements of weight, height, and blood pressure. In addition, a second questionnaire handed out at screening included a question regarding chronic pain: Have you, during the past year, suffered from pain and /or stiffness in muscles and joints that has lasted for at least 3 months? A total of 8,152 men and 9,436 women were defined as nonusers of opioids in according to the definition (Figure 1). Of these, we had information from 7,991 men and 9,083 women on their use/nonuse of benzodiazepines at the baseline according to the definitions above. These individuals constitute our study population and were followed up for subsequent prescription of opioids in (Figure 1). In parallel, in the subgroup who had responded to the second questionnaire including a question regarding chronic pain, 6,425 men and 7,487 women were followed with respect to subsequent prescription of opioids in Information about marital status was retrieved from the Norwegian Person Registry. Norwegian Prescription Database (NorPD) Information on Dependent Variables Prescription data about opioids in were drawn from the NorPD, which covers the entire nation (4.7 million inhabitants). From January , all pharmacies in Norway have been legally obliged to send in electronic data on all prescriptions. NorPD contains information on all individuals living outside institutions who have received prescription drugs dispensed at pharmacies [22]. All prescriptions from ambulatory care, whether publicly reimbursed or not, are stored in the database. The drugs are classified according to the Anatomical Therapeutic Chemical (ATC) classification [23]. The data collected for our study were patient unique identifying number (encrypted), sex, age, the date the drug was dispensed, and drug information (brand name, package size, number of packages, ATC-code, defined daily dose [DDDs]). The reimbursement code is also recorded and this functions as a proxy for diagnosis. The opioids were defined by the ATC code N02A in the ATC-classification system [23]. The weak opioids used in Norway are codeine, dextropropoxyphene and tramadol, whereas the remaining opioids (ketobemidone, morphine, fentanyl, buprenorphine, hydromorphone, oxycodone, pethidine, fentanyl, pentazocine) are categorized as strong opioids. For each prescription number of DDD s dispensed are recorded. A DDD is defined as the assumed average maintenance dose per day for a drug used on its main indication in adults. DDD s for opioids are described earlier [24]. In Norway in 2007, average and median number of DDDs per prescription of opioids are 19 and 17 DDDs, respectively. Moderate to high prescription frequency of opioids was defined as at least 12 prescriptions of opioids during This cut-off was based on the number of prescriptions for the highest users (1 2 percentiles) received during the study period of 4 years. Data from the health surveys and NorPD were linked using the unique 11-digit identification number, assigned to all individuals living in Norway. The record-linkage was approved by the Norwegian Data Inspectorate. Statistics Chi-square test was used to assess equality of proportions across the groups of drug use. Odds ratio (OR) with 95% confidence intervals (CI) were estimated by logistic regression. All analyses were carried out using SPSS 14.0 for Windows (SPSS Inc., Chicago, IL, USA). The level of significance was set to P < For the fit of the logistic regression model the Hosmer Lemeshow test was applied [25]. We ran logistic regression on strata with and without chronic pain. The logistic regression model is multiplicative. Rothman has argued that interaction on an addictive scale better reflects biologic interaction [26]. An additive model is also more relevant from the view of public health as it takes the absolute level of risk into account. By defining a logistic regression model including the individual effects of two exposures and their joint effect relative to the group not exposed to any of the two, it is possible to assess additive interaction [26,27]. Relative excess risk due to interaction (RERI) with 95% confidence interval is presented [27,28]. If the confidence interval does not cover 0, there is a significant additive interaction (P < 0.05). Results The characteristics of the study population are shown in Table 2. The proportion of benzodiazepine users was higher for women (N = 479; 5.3%) than for men (N = 289; 3.6%). There was a higher prevalence of nondrinkers, current daily smokers and physically inactive people among users of benzodiazepines. There was also a higher prevalence of unmarried individuals, of people receiving disability pensions and people reporting history of cardiovascular disease among the users of benzodiazepines. Benzodiazepine users were more likely than nonusers to report musculoskeletal pain in three or more locations in the body. The incidence of moderate to high prescription frequency of opioids 4 7 years after baseline measurements was higher for men and women with a history of using benzodiazepines (Table 3). Weak opioids were dominant. Codeine combinations made up 79% of all these prescriptions followed by tramadol (12%) (data not shown). Opioids in combination with benzodiazepines were more commonly dispensed during to those who reported 808

5 Benzodiazepines Predict Use of Opioids Table 2 Baseline characteristics for men and women aged 40, 45, and 60 years who were nonusers of opioids when surveyed in Men Use of Benzodiazepines ( ) Women Use of Benzodiazepines ( ) Baseline characteristics Yes (N = 289 ) No (N = 7,702 ) P-value Yes (N = 479 ) No (N = 8,604 ) P-value Nondrinkers (%) *** *** Drinkers (4 and more times per week) (%) ** n.s Current daily smokers (%) ** *** Ex-smokers (%) NS ** Seldom/never physically active (%) * *** Age, 60 years (%) ** *** Unmarried or formerly married (%) *** *** Disability pension (%) *** *** Cardiovascular disease (%) *** *** Musculoskeletal pain 1 2 regions (%) ** *** Musculoskeletal pain 3 6 regions (%) *** *** * P value < 0.05; ** P-value < 0.01; *** P-value < (19%) had at least one missing value. 743 (10%) had at least one missing value. 91 (19%) had at least one missing value. 1,037 (12%) had at least one missing value. NS = not significant. use of a benzodiazepine at baseline in than those who did not, for both men and women (Table 3). The unadjusted OR for later being a moderate to high user of prescription opioids was 7.7 for individuals who used benzodiazepines at the baseline, compared with nonusers (Table 4). After adjustment for reported baseline musculoskeletal pain, lifestyle, socio-economic variables the OR was reduced to 3.1. People who were current daily smokers, who were on disability pension or who reported three or more types of musculoskeletal pain had an adjusted OR of 2.5 or higher. Disability pension and the Table 3 Moderate to high prescription frequency of opioids retrieved from the Norwegian Prescription Database in for men and women who were user and nonusers of benzodiazepines when surveyed in Men Use of Benzodiazepines ( ) Women Use of Benzodiazepines ( ) Prescription in Yes (N = 289) No (N = 7,702) P value Yes (N = 479) No (N = 8,604) P value Moderate to high prescription of opioids, N (%) of these; N (%) use of benzodiazepines in (5.9) 71 (0.9) *** 38 (7.9) 91 (1.1) *** 14 (82.4) 33 (46.5) ** 34 (89.5) 46 (50.5) *** ** P value < 0.01; *** P value < Moderate to high prescription frequency of opioids was defined as at least 12 prescriptions of opioids during study period NS = not significant. 809

6 Skurtveit et al. Table 4 Number (N) and percent (%) subsequent moderate-high users of opioid among participants in population based studies , who reported nonuse of opioids at baseline Moderate to High Frequency* of Opioid Prescription In the Model N(%) Unadjusted OR (n = 17,074 ) OR (95%CI) Adjusted OR (n = 15,149) OR (95%CI) Use of Benzodiazepines No 162 (1.0) 1.0 (referent) 1.0 (referent) Yes 55 (7.2) 7.7 ( ) 3.1 ( ) Age (1.1) 1.0 (referent) 1.0 (referent) (1.7) 1.7 ( ) 1.1 ( ) Sex Men 88 (1.1) 1.0 (referent) 1.0 (referent) Women 129 (1.4) 1.2 ( ) 1.0 ( ) Married Yes 100 (0.9) 1.0 (referent) 1.0 (referent) No 117 (1.8) 2.0 ( ) 1.5 ( ) Alcohol Up to 3 times a week 183 (1.2) 1.0 (referent) 1.0 (referent) Nondrinkers 18 (1.5) 1.2 ( ) 0.7 ( ) 4 and more times a week 13 (1.4) 1.2 ( ) 1.0 ( ) Smoking No smoking 42 (0.6) 1.0 (referent) 1.0 (referent) Current daily smokers 126 (2.5) 4.4 ( ) 2.8 ( ) Ex-smokers 45 (0.9) 1.7 ( ) 1.3 ( ) Physically active Yes 158 (1.1) 1.0 (referent) 1.0 (referent) No 59 (2.2) 1.9 ( ) 1.3 ( ) Disability pension No 114 (0.8) 1.0 (referent) 1.0 (referent) Yes 82 (3.4) 7.5 ( ) 3.3 ( ) Cardiovascular disease No 191 (1.2) 1.0 (referent) 1.0 (referent) Yes 23 (2.7) 2.6 ( ) 1.2 ( ) Musculoskeletal symptoms No 16 (0.4) 1.0 (referent) 1.0 (referent) 1 2 regions 67 (0.9) 2.6 ( ) 2.5 ( ) 3 6 regions 128 (2.5) 7.2 ( ) 4.7 ( ) Association between use of benzodiazepines in and other factors with moderate to high prescription frequency of opioids in Unadjusted and adjusted odds ratio (ORs) with 95% confidence interval (CI). * Moderate to high prescription frequency of drug was defined as at least 12 prescriptions of opioids during period (11%) had at least one missing value. Adjusted for all variables in the model; Hosmer and Lemeshow test (chi-square 6.0; P = 0.65). frequency of musculoskeletal pain, controlling for the effects of other factors, are even greater correlates to later opioid use than benzodiazepine use as judged by the odds ratio. But the risk difference is greater for benzodiazepine use, the prevalence of moderate to high prescription frequency of opioids in being 7.2% in benzodiazepine users at baseline compared with % in nonusers. Unmarried people had 50% higher odds than married people of becoming a moderate to high user of opioids. There was no effect of alcohol use in the overall analysis. The adjusted model seems to fit well as the Hosmer Lemeshow goodness of fit test was 6.0 with P value

7 Benzodiazepines Predict Use of Opioids Chronic pain was included in analyses of a subsample who had answered a supplementary questionnaire at screening. Higher proportion of women (41.8%) than men (32.2%) reported chronic pain. Among people reporting no use of benzodiazpines at baseline the incidence of moderate to high frequency of opioid prescription was only 0.6% in people reporting no chronic pain, increasing to 1.6% in people reporting chronic pain (Table 5). Thus the prevalence difference or excess prevalence due to chronic pain is 1%. In people reporting no chronic pain, the prevalence increased from 0.6% in nonusers of benzodiazepines to 4.1% in users. The prevalence difference or excess prevalence due to use of benzodiazepines is 3.5%.The prevalence is particularly high, 10%, in people reporting both use of benzodiazepines and chronic pain at baseline. The excess rate due to interaction is 4.9%. This means that the combined effect of use of benzodiazepines and chronic pain is 4.9 percentage points greater than the sum of the individual effects ( [ ] = [10-1.6] - [ ] = 4.9). The corresponding RERI is 9.7% ( [ ] = 9.7) with 95% CI This means that there is a significant positive interaction on the additive scale. The odds ratio for opioid use by chronic pain only was almost the same in unadjusted (OR = 2.8) and adjusted analyses (OR = 2.3), whereas the odds ratio for benzodiazepines only, and in combination with chronic pain, was markedly reduced after adjustment, from 7.1 to 4.4 and from 18.6 to 8.0, respectively (Table 5). There was no significant additive interaction in the adjusted model (RERI = 2.4 with 95% CI ). The Hosmer Lemeshow test statistic was 9.0 with P-value 0.35 suggesting adequate fit. In analyses of people with and without chronic pain separately adjusted odds ratios for opioid use by use of benzodiazepines were 4.8 (95% CI ) in people with no chronic pain and 3.6 (95% CI ) in people with chronic pain (not shown). Thus, there was a significant effect of use of benzodiazepines in both groups. Discussion In this prospective study, the use of benzodiazepines was associated with a higher prescription frequency of opioids 4 7 years later. The study suggests that the probability of being prescribed opioids is associated with previous use of benzodiazepines, independent of the patients reported musculoskeletal pain/chronic pain. The prevalence of moderate to high prescription frequency of opioids was particularly high among individuals reporting both chronic pain and use of benzodiazepines at baseline. Before adjustment for confounders there was a significant additive interaction. The analyses of the effect of benzodiazepines and chronic pain individually and in combination suggest that use of benzodiazepines is an even stronger predictor of later opioid use than self-reported chronic pain. The association with benzodiazepines was, however, markedly reduced after adjustment. Benzodiazepine users had a Table 5 Prevalence (%) and odds ratio (ORs) with confidence intervals (CI) of receiving a moderate/high prescription frequency of opioids Moderate to High Frequency of Opioid Prescription * No Chronic Pain Chronic Pain Prevalence Difference (%) Adjusted OR (n = 4,563) Prevalence N (%) (95% CI) (95% CI) N (%) (95% CI) (95% CI) Unadjusted OR (n = 5,192) Adjusted OR (n = 8,098) Prevalence Unadjusted OR (n = 8,720) Use of benzodiazepines No 50 (0.6) 1.0 (Referent) 1.0 (Referent) 71 (1.6) 2.8 ( ) 2.3 ( ) 1.0 Yes 12 (4.1) 7.1 ( ) 4.4 ( ) 33 (10.0) 18.6 ( ) 8.0 ( ) 5.9 Prevalence difference (%) Presentation of individual effects of both exposures (use of benzodiazepines; chronic pain) and their joint effect, each relative to no exposure. Reference category no use of benzodiazepines and no chronic pain. * Moderate to high prescription frequency of drug was defined as at least 12 prescriptions of opioids during study period Adjusted for age, sex, civil staus, alcohol, smoking, physical activity, disability pension, cardiovascular disease. Relative excess risk due to interaction (RERI) for unajusted model = 9.7 (95% CI ). RERI for adjusted model = 2.4 (95% CI ). 811

8 Skurtveit et al. higher prevalence of disability pension, cardiovascular disease and reported musculoskeletal pain than nonusers. Thus, chronic illness at baseline may partly explain the association between use of benzodiazepines and later use of opioids. There was, however, still a substantial effect of benzodiazepines after adjustment, suggesting an independent effect. Probably there is a complex relationship between the independent variables and the use of opioids. Whatever the mechanism, we can, however, conclude that benzodiazepine use is an important predictor of later use of opioids. This study confirms results from our earlier study on the association between use of benzodiazepines and moderate to high prescription frequency of opioids [17]. In the current study, we had a shorter observation period, 4 6 years compared with 20 in the earlier study. We were also able to adjust for reported symptoms of musculoskeletal pain. Different ages of participants in the studies should also to be mentioned. Other studies on opioid use and risk factors have been cross sectional and often based on self reported use of medicine. We are not aware of other longitudinal analyses in the general population that were able to adjust for risk factors that were present before opioid treatment was started. As expected, self-reported musculoskeletal symptoms or chronic pain were important predictors of subsequent moderate to high opioid use. A cross-sectional population study from Denmark found a higher proportion of opioid users in groups reporting pain [13]. In our study, receiving disability pension and being a current daily smoker were strong predictors for later use of moderate-high amount of opioids. This is in agreement with what has been documented in an earlier cross-sectional study [13]. One-year period prevalence shows that 9.7% of the Norwegian population was dispensed at least one opioid analgesic for noncancer related pain in 2007 [24]. Among persons with noncancer pain 77% received only one dispension per year and 1 2 percentiles received 12 and more prescription during the period of 4 years [24]. Use of strong opioids is less common among noncancer patients. The prevalence of weak opioids was 9.3% compared with 0.3% for strong opioids [29]. In Norway, there is a high consumption of short-acting codeine (12.9 DDD/ 1,000/day) and more than 70% of the opioids in our study were codeine compounds. Other weak opioids for the treatment of moderate pain are tramadol and dextropropoxyphene, but they are less frequently used in Norway [29]. Cross sectional study on codeine use in Norway in 2006 showed that codeine use in the entire Norwegian population was mainly sporadic, but that a relatively large sub-group of users were dispensed repeated prescriptions of the drug in combination with other potential drugs of abuse such as benzodiazepines and carisoprodol [7]. The use of benzodiazepines at baseline could influence the decision to start opioid medication in different ways. The use of benzodiazepines could be regarded as a proxy of psychiatric disorders. Studies have shown that psychiatric patients are more prone to pain [30] and that common psychiatric disorders (depression and anxiety) may predict initiation and continuation of opioid use in patients with chronic pain [31]. For benzodiazepines, there is also a concern about long-term use and addiction problems. Long-term therapeutic use of benzodiazepines in the population is quite common [32 34]. It is also common to use benzodiazepines and opioids in combination [7,35]. This combined use is regarded as particularly problematic for addiction potential. This is a prospective study, using an endpoint recorded in a national register. This design limits recall bias. However, the end point is based on dispensed drugs, and we do not know if the drugs were actually taken. Furthermore, this study included data on drug use from ambulatory care only, as the NorPD does not include person-specific data from inpatient care. Because our study has a maximum age for participants of less than 67 years, this potential bias is likely to be minimal. Although many potential confounders were registered at baseline, it is not possible to take all confounders into account. For example, we do not know the indication for the prescription of opioid analgesics. It could also be argued that the participants habits may have changed since the screening took place 4 7 years before the endpoint was recorded. Change in risk factors during follow-up is a problem inherent in all follow-up studies with only baseline information. Also, the information on drug use during the 4 weeks at baseline was self-reported. Underreporting of both benzodiazepines and opioids at baseline would be likely to bias the odds ratio estimates towards the null. The attendance rates were 43% in men and 52% in women. Further losses resulted from missing data on benzodiazepine and/or opioid use at baseline. We investigated selection bias by comparing dispensing of benzodiazepines and/or opioids in the period in the attendees, responders (attendees who answered the questions about opioids and benzodiazepines at baseline), and nonresponders with the general population in the same age groups. The period prevalence of benzodiazepines and/or opioids was slightly lower in the attendees than in the general population. The prevalence was further slightly lower in responders. The prevalence was generally somewhat higher in nonresponders than in responders. It is a more likely nonresponse from the most frequent drug users or even drug abusers. Even if the prevalence of drug use is lower among attendees there is not necessarily a selection bias in the association between use of benzodiazepines and opioids. To study possible selection bias we have analyzed the association between use of benzodiazepines and use of opioids in the prescription database in the period in attendees, responders, nonresponders and the general population in the same age groups. The percentage of users of benzodiazepines (at least one prescription dispensed in ) who also used opioids during the period was similar in all groups and similar to the general population, slightly above 50%. This indicates limited bias in the reported association between use of benzodiazepines at baseline and later use of opioids. 812

9 Benzodiazepines Predict Use of Opioids A dose-response relationship between the frequency of benzodiazepine drug use and total mortality has been reported [16]. Excluding individuals who died between the baseline and the establishment of NorPD would probably affect the estimates of association. As users of benzodiazepines have higher mortality rates than nonusers, the bias would be towards the null. We chose to examine the effect of benzodiazepines on later use of opioids, excluding the benzodiazepine-like zopiclone and zolpidem, which are the most commonly used hypnotics [29]. Although recent literature suggests an addictive potential for these drugs similar to that of traditional benzodiazepines [36], these substances are now more commonly used as first-choice hypnotics. We wanted to restrict our analysis to the traditional benzodiazepines, which have well known abuse potential. Opioids may cause cognitive and psychomotor impairment and are potential drugs of abuse [11,37,38]. However, a total of twelve or more prescriptions of opioids over 4 years does not necessarily indicate a problematic use of opioids, and does not indicate abuse or addictive use per se. The concomitant use of benzodiazepines and opioids in those patients who do not report musculoskeletal symptoms or chronic pain warrants further investigation. Finally, there are no randomized controlled trials on long term effects and consequences of opioid use in noncancer patients [39]. It could be argued that opioids have benefits in the short term, but in the long run may cause harm. It is therefore important to investigate predictors for moderate to high or long term use of opioids in noncancer patients [15]. Before starting pain treatment with opioids, clinicians should take into consideration the possibility of substance abuse or mental health disorders. A central issue when prescribing opioids for chronic noncancer pain is to balance the risk of problematic use of these drugs with the benefits of pain relief. Our study suggests that earlier use of benzodiazepines may predict repeated use of opioids. Conflict of Interest None of the authors have any conflict of interests to report. Acknowledgments The data collection was performed by the National Health Screening Service of Norway (now Norwegian Institute of Public Health). This paper is a part of the project The epidemiology of prescription drug use. A record-linkage study in Norway, which is financially supported by the Norwegian Research Council. References 1 Norwegian Medicines Agency. Terapianbefaling: Bruk av opioider ved behandling av langvarige, non-maligne smertetilstander en oppdatering. [Therapeutic recommendations: Use of opioids in treatment of non-malignant pain Un update]. legemiddelverket.no/templates/interpage aspx. [updated 2010 March 25]. 2 Chou R, Fanciullo GJ, Fine PG, et al., Opioid treatment guidelines. Clinical guidelines for the use of chronic opioid therapy in chronic noncancer pain. J Pain 2009;10: Breivik H. Appropriate and responsible use of opioids in chronic non-cancer pain. Eur J Pain 2003;7: Jovey RD, Ennis J, Gardner-Nix J, et al. Use of opioid analgesics for the treatment of chronic noncancer pain a consensus statement and guidelines from the Canadian Pain Society, Pain Res Manag 2003;8(suppl A):3A 28A. 5 Kalso E, Allan L, Dellemijn PLI, et al. Recommendations for using opioids in chronic non-cancer pain. Eur J Pain 2003;7: Trescot AM, Boswell MV, Atluri SL, et al. Opioid guidelines in the management of chronic non-cancer pain. Pain Physician 2006;9: Bachs L, Bramness JG, Engeland A, Skurtveit S. Repeated dispensing of codeine is associated with high consumption of benzodiazepines. Nor J Epidemiol 2008;18: Breivik H, Collett B, Ventafridda V, Cohen R, Gallacher D. Survey of chronic pain in Europe: Prevalence, impact on daily life, and treatment. Eur J Pain 2006;10: Hamunen K, Laitinen-Parkkonen P, Paakkari P, et al. What do different databases tell about the use of opioids in seven European countries in 2002? Eur J Pain 2008;12: Sjogren P, Ekholm O, Peuckmann V, Gronbaek M. Epidemiology of chronic pain in Denmark: An update. Eur J Pain 2009;13: Joranson DE, Ryan KM, Gilson AM, Dahl JL. Trends in medical use and abuse of opioid analgesics. JAMA 2000;283: Sullivan MD, Edlund MJ, Fan MY, et al. Trends in use of opioids for non-cancer pain conditions in Commercial and Medicaid insurance plans: The TROUP study. Pain 2008;138: Eriksen J, Sjogren P, Bruera E, Ekholm O, Rasmussen NK. Critical issues on opioids in chronic non-cancer pain: An epidemiological study. Pain 2006;125: Sullivan MD, Edlund MJ, Steffick D, Unutzer J. Regular use of prescribed opioids: Association with common psychiatric disorders. Pain 2005;119:

10 Skurtveit et al. 15 Simoni-Wastila L. Increases in opioid medication use: Balancing the good with the bad. Pain 2008;138: Hausken AM, Skurtveit S, Tverdal A. Use of anxiolytic or hypnotic drugs and total mortality in a general middle-aged population. Pharmacoepidemiol Drug Saf 2007;16: Skurtveit S, Furu K, Bramness JG, Tverdal A. Benzodiazepine use in all alcohol consumers predicts use of opioids in patients 20 years later-a follow-up study of 13,390 men and women aged years. Pharmacoepidemiol Drug Saf 2008;17: Norwegian Institute of Public Health. Norwegian Health surveys. Available from: eway/default.aspx?pid=238&trg=mainarea_; 5811&MainArea_;5811=5895:0:15,4225:1:0:0::0:0 (accessed March 2010). 19 Naess O, Sogaard AJ, Arnesen E, et al. Cohort profile: Cohort of Norway (CONOR). Int J Epidemiol 2008;37: Furu K, Skurtveit S, Rosvold EO. Drug use questions in Norwegian health surveys- response rate and agreement between specific and open-ended questions. Nor J Epidemiol 2003;13: Barker MJ, Greenwood KM, Jackson M, Crowe SF. Cognitive effects of long-term benzodiazepine use: A meta-analysis. Cent Nerv Syst Drugs 2004;18: Furu K. Establishment of the nationwide Norwegian Prescription Database (NorPD) new opportunities for research in pharmacoepidemiology in Norway. Nor J Epidemiol 2008;18: WHO Collaborating Centre for Drug Statistics Methodology. Norwegian Institute of Public Health. Guidelines for ATC Classification and DDD Assignment. Oslo: Norwegian Institute of Public Health; Fredhem OM, Skurtveit S, Breivik H, Borchgrevink PC. Increasing use of opioids from 2004 to 2007 Pharmacoepidemiological data from a complete national prescription database in Norway. Eur J Pain 2010;14: Hosmer DW, Lemeshow S. Applied Logistic Regression, 2nd edition. New York: John Wiley & Sons, Inc; Rothman K. Epidemiology. An Introduction. New York: Oxford University Press; Andersson T, Alfredsson L, Kallberg H, Zdravkovic S, Ahlbom A. Calculating measures of biological interaction. Eur J Epidemiol 2005;20: Hosmer DW, Lemeshow S. Confidence interval estimation of interaction. Epidemiology 1992;3: Norwegian Prescription Database. [updated 2008; cited. Available from: (accessed March 2010). 30 Garcia-Cebrian A, Gandhi P, Demyttenaere K, Peveler R. The association of depression and painful physical symptoms a review of the European literature. Eur Psychiatry 2006;21: Sullivan MD, Edlund MJ, Zhang L, Unutzer J, Wells KB. Association between mental health disorders, problem drug use, and regular prescription opioid use. Arch Intern Med 2006;166: Isacson D. Long-term benzodiazepine use: Factors of importance and the development of individual use patterns over time a 13-year follow-up in a Swedish community. Soc Sci Med 1997;44: Isacson D, Carsjo K, Bergman U, Blackburn JL. Longterm use of benzodiazepines in a Swedish community: An eight-year follow-up. J Clin Epidemiol 1992;45: van Hulten R, Isacson D, Bakker A, Leufkens HG. Comparing patterns of long-term benzodiazepine use between a Dutch and a Swedish community. Pharmacoepidemiol Drug Saf 2003;12: Solomon DH, Avorn J, Wang PS, et al. Prescription opioid use among older adults with arthritis or low back pain. Arthritis Rheum 2006;55: Hajak G, Muller WE, Wittchen HU, Pittrow D, Kirch W. Abuse and dependence potential for the nonbenzodiazepine hypnotics zolpidem and zopiclone: A review of case reports and epidemiological data. Addiction 2003;98: Hojsted J, Sjogren P. Addiction to opioids in chronic pain patients: A literature review. Eur J Pain 2007;11: Bachs LC, Engeland A, Morland JG, Skurtveit S. The risk of motor vehicle accidents involving drivers with prescriptions for codeine or tramadol. Clin Pharmacol Ther 2009;85: Kalso E, Edwards JE, Moore RA, McQuay HJ. Opioids in chronic non-cancer pain: Systematic review of efficacy and safety. Pain 2004;112:

Repeated dispensing of codeine is associated with high consumption of benzodiazepines

Repeated dispensing of codeine is associated with high consumption of benzodiazepines Norsk Epidemiologi 2008; 18 (2): 185-190 185 Repeated dispensing of codeine is associated with high consumption of benzodiazepines Liliana C. Bachs 1, Jørgen G. Bramness 2, Anders Engeland 2,3 and Svetlana

More information

Self-reported data on medicine use in the Norwegian Mother and Child cohort study compared to data from the Norwegian Prescription Database

Self-reported data on medicine use in the Norwegian Mother and Child cohort study compared to data from the Norwegian Prescription Database Norsk Epidemiologi 2014; 24 (1-2): 209-216 209 Self-reported data on medicine use in the Norwegian Mother and Child cohort study compared to data from the Norwegian Prescription Database Svetlana Skurtveit

More information

Use of addictive anxiolytics and hypnotics in a national cohort of incident users in Norway

Use of addictive anxiolytics and hypnotics in a national cohort of incident users in Norway Eur J Clin Pharmacol (2012) 68:311 319 DOI 10.1007/s00228-011-1124-2 PHARMACOEPIDEMIOLOGY AND PRESCRIPTION Use of addictive anxiolytics and hypnotics in a national cohort of incident users in Norway Svein

More information

8/10/2012. Education level and diabetes risk: The EPIC-InterAct study AIM. Background. Case-cohort design. Int J Epidemiol 2012 (in press)

8/10/2012. Education level and diabetes risk: The EPIC-InterAct study AIM. Background. Case-cohort design. Int J Epidemiol 2012 (in press) Education level and diabetes risk: The EPIC-InterAct study 50 authors from European countries Int J Epidemiol 2012 (in press) Background Type 2 diabetes mellitus (T2DM) is one of the most common chronic

More information

Identifying and evaluating patterns of prescription opioid use and associated risks in Ontario, Canada Gomes, T.

Identifying and evaluating patterns of prescription opioid use and associated risks in Ontario, Canada Gomes, T. UvA-DARE (Digital Academic Repository) Identifying and evaluating patterns of prescription opioid use and associated risks in Ontario, Canada Gomes, T. Link to publication Citation for published version

More information

Carisoprodol use and abuse in Norway. A pharmacoepidemiological study

Carisoprodol use and abuse in Norway. A pharmacoepidemiological study British Journal of Clinical Pharmacology DOI:10.1111/j.1365-2125.2007.02847.x Carisoprodol use and abuse in Norway. A pharmacoepidemiological study Jørgen G. Bramness, 1 Kari Furu, 1 Anders Engeland, 1,2

More information

Aspects of statin prescribing in Norwegian counties with high, average and low statin. Department of Pharmacy, University of Tromsø, Tromsø, Norway

Aspects of statin prescribing in Norwegian counties with high, average and low statin. Department of Pharmacy, University of Tromsø, Tromsø, Norway Title page Aspects of statin prescribing in Norwegian counties with high, average and low statin consumption - an individualised prescription database study Ingeborg Hartz, 1 Solveig Sakshaug, 2 Kari Furu

More information

bias (epidemiology); estrogens; pharmacoepidemiology; progestational hormones; questionnaires; women MATERIALS AND METHODS

bias (epidemiology); estrogens; pharmacoepidemiology; progestational hormones; questionnaires; women MATERIALS AND METHODS American Journal of Epidemiology Copyright 2000 by The Johns Hopkins University School of Hygiene and Public Health All rights reserved Vol. 152,. 8 Printed in U.S.A. Questionnaire Assessment of Hormone

More information

Faculty of Health and Sports BRAGE. Hedmark University College s Open Research Archive

Faculty of Health and Sports BRAGE. Hedmark University College s Open Research Archive Faculty of Health and Sports BRAGE Hedmark University College s Open Research Archive http://brage.bibsys.no/hhe/ This is the author s version of the article published in Scandinavian Journal of Primary

More information

Citation for the original published paper (version of record): N.B. When citing this work, cite the original published paper.

Citation for the original published paper (version of record): N.B. When citing this work, cite the original published paper. http://www.diva-portal.org This is the published version of a paper published in European Child and Adolescent Psychiatry. Citation for the original published paper (version of record): Kleppang, A L.,

More information

CANADIAN TRENDS IN BENZODIAZEPINE & ZOPICLONE USE

CANADIAN TRENDS IN BENZODIAZEPINE & ZOPICLONE USE CANADIAN TRENDS IN BENZODIAZEPINE & ZOPICLONE USE Aliya Kassam 1, Scott B Patten 2 1 Institute of Psychiatry, London, UK, 2 Department of Community Health Sciences, University of Calgary, Calgary, Alberta,

More information

The use of prescription databases for the study of prescription drug abuse: Prescriptions of Benzodiazepines in Denmark

The use of prescription databases for the study of prescription drug abuse: Prescriptions of Benzodiazepines in Denmark The use of prescription databases for the study of prescription drug abuse: hstovring@health.sdu.dk Research Unit of General Practice University of Southern Denmark Prescription Drug Abuse Conference,

More information

International Registries: The Government-Driven Model

International Registries: The Government-Driven Model International Registries: The Government-Driven Model Pål Surén Norwegian Institute of Public Health Presentation outline Overview of Norwegian health registries The Norwegian Mother and Child Cohort Study

More information

Evolving patterns of tobacco use in northern Sweden

Evolving patterns of tobacco use in northern Sweden Journal of Internal Medicine 2003; 253: 660 665 Evolving patterns of tobacco use in northern Sweden B. RODU 1, B. STEGMAYR 2, S. NASIC 2, P. COLE 3 & K. ASPLUND 2 From the 1 Department of Pathology, School

More information

Identifying and evaluating patterns of prescription opioid use and associated risks in Ontario, Canada Gomes, T.

Identifying and evaluating patterns of prescription opioid use and associated risks in Ontario, Canada Gomes, T. UvA-DARE (Digital Academic Repository) Identifying and evaluating patterns of prescription opioid use and associated risks in Ontario, Canada Gomes, T. Link to publication Citation for published version

More information

D espite a distinct decline in ischaemic heart disease

D espite a distinct decline in ischaemic heart disease RESEARCH REPORT Can cardiovascular risk factors and lifestyle explain the educational inequalities in mortality from ischaemic heart disease and from other heart diseases? 26 year follow up of 50 000 Norwegian

More information

Clinical Trial Results with OROS Ò Hydromorphone

Clinical Trial Results with OROS Ò Hydromorphone Vol. 33 No. 2S February 2007 Journal of Pain and Symptom Management S25 Advances in the Long-Term Management of Chronic Pain: Recent Evidence with OROS Ò Hydromorphone, a Novel, Once-Daily, Long-Acting

More information

Subject: Pain Management (Page 1 of 7)

Subject: Pain Management (Page 1 of 7) Subject: Pain Management (Page 1 of 7) Objectives: Managing pain and restoring function are basic goals in helping a patient with chronic non-cancer pain. Federal and state guidelines require that all

More information

ATTENTION-DEFICIT/HYPERACTIVITY DISORDER, PHYSICAL HEALTH, AND LIFESTYLE IN OLDER ADULTS

ATTENTION-DEFICIT/HYPERACTIVITY DISORDER, PHYSICAL HEALTH, AND LIFESTYLE IN OLDER ADULTS CHAPTER 5 ATTENTION-DEFICIT/HYPERACTIVITY DISORDER, PHYSICAL HEALTH, AND LIFESTYLE IN OLDER ADULTS J. AM. GERIATR. SOC. 2013;61(6):882 887 DOI: 10.1111/JGS.12261 61 ATTENTION-DEFICIT/HYPERACTIVITY DISORDER,

More information

inter.noise 2000 The 29th International Congress and Exhibition on Noise Control Engineering August 2000, Nice, FRANCE

inter.noise 2000 The 29th International Congress and Exhibition on Noise Control Engineering August 2000, Nice, FRANCE Copyright SFA - InterNoise 2000 1 inter.noise 2000 The 29th International Congress and Exhibition on Noise Control Engineering 27-30 August 2000, Nice, FRANCE I-INCE Classification: 6.2 ASSOCIATION BETWEEN

More information

Intimate partner violence and prescription of potentially addictive drugs: prospective cohort study of women in the Oslo Health Study

Intimate partner violence and prescription of potentially addictive drugs: prospective cohort study of women in the Oslo Health Study Open Access To cite: Stene LE, Dyb G, Tverdal A, et al. Intimate partner violence and prescription of potentially addictive drugs: prospective cohort study of women in the Oslo Health Study. BMJ Open 2012;2:e000614.

More information

UNODC/HONLAF/26/CRP.1

UNODC/HONLAF/26/CRP.1 8 September 2016 English only Twenty-sixth Meeting of the Heads of National Drug Law Enforcement Agencies, Africa Addis Ababa, 19-23 September 2016 Item 5 (c) of the provisional agenda * Best practices

More information

Presenter Disclosure Information

Presenter Disclosure Information Presenter Disclosure Information Soko Setoguchi, MD DrPH Prescription Drug Data: Advantages, Availability, and Access FINANCIAL DISCLOSURE: Grants/Research Support: NIH, AHRQ UNLABELED/UNAPPROVED USES

More information

Supplementary Methods

Supplementary Methods Supplementary Materials for Suicidal Behavior During Lithium and Valproate Medication: A Withinindividual Eight Year Prospective Study of 50,000 Patients With Bipolar Disorder Supplementary Methods We

More information

1/26/2016. These are my own thoughts! Safe Workplace Safe Workforce Proven benefits of Stay At Work / Return To Work Process (SAW/RTW)

1/26/2016. These are my own thoughts! Safe Workplace Safe Workforce Proven benefits of Stay At Work / Return To Work Process (SAW/RTW) Dr. Paul A. Farnan farnan@mail.ubc.ca HealthQuest Occupational Health Corporation Alliance Medical Monitoring I have no financial interests or affiliation with any pharmaceutical industry or manufacturer

More information

Aalborg Universitet. Statistical analysis plan Riis, Allan; Karran, E. L. ; Jørgensen, Anette; Holst, S.; Rolving, N. Publication date: 2017

Aalborg Universitet. Statistical analysis plan Riis, Allan; Karran, E. L. ; Jørgensen, Anette; Holst, S.; Rolving, N. Publication date: 2017 Aalborg Universitet Statistical analysis plan Riis, Allan; Karran, E. L. ; Jørgensen, Anette; Holst, S.; Rolving, N. Publication date: 2017 Document Version Publisher's PDF, also known as Version of record

More information

Chronic Pain Pharmacist role in the clinic

Chronic Pain Pharmacist role in the clinic Chronic Pain Pharmacist role in the clinic WSPA Annual Meeting 2015 Alvin Goo, PharmD Clinical Associate Professor University of Washington Schools of Pharmacy and Family Medicine Speakers Declaration

More information

Birth characteristics and asthma symptoms in young adults: results from a population-based cohort study in Norway

Birth characteristics and asthma symptoms in young adults: results from a population-based cohort study in Norway Eur Respir J 998; 2: 6 7 DOI:./996.98.266 Printed in UK - all rights reserved Copyright ERS Journals Ltd 998 European Respiratory Journal ISSN 9-96 Birth characteristics and asthma symptoms in young adults:

More information

Parental antibiotics and childhood asthma : a population-based study. Örtqvist, A.K.; Lundholma, C.; Fang, F.; Fall, T.; Almqvist, C.

Parental antibiotics and childhood asthma : a population-based study. Örtqvist, A.K.; Lundholma, C.; Fang, F.; Fall, T.; Almqvist, C. This is an author produced version of a paper accepted by Journal of Allergy and Clinical Immunology. This paper has been peer-reviewed but does not include the final publisher proof-corrections or journal

More information

Clinical and Contextual Evidence Reviews

Clinical and Contextual Evidence Reviews Clinical and Contextual Evidence Reviews Roger Chou, MD Professor of Medicine Oregon Health & Science University Director, Pacific Northwest Evidence-based Practice Center Purpose Summarize methods for

More information

Legemiddelbruk og hoftebrudd

Legemiddelbruk og hoftebrudd Legemiddelbruk og hoftebrudd Oppsummering av ph.d. GerIT 05.04.16 LIS Marit Stordal Bakken Haraldsplass Diakonale Sykehus U N I V E R S I T Y O F B E R G E N Potentially inappropriate drug use and hip

More information

TITLE: Watchful Dosing of Morphine or Morphine Equivalent Dosing in the Treatment of Chronic Non-Cancer Pain: A Review of the Clinical Evidence

TITLE: Watchful Dosing of Morphine or Morphine Equivalent Dosing in the Treatment of Chronic Non-Cancer Pain: A Review of the Clinical Evidence TITLE: Watchful Dosing of Morphine or Morphine Equivalent Dosing in the Treatment of Chronic Non-Cancer Pain: A Review of the Clinical Evidence DATE: 06 June 2012 CONTEXT AND POLICY ISSUES The Canadian

More information

I t is established that regular light to moderate drinking is

I t is established that regular light to moderate drinking is 32 CARDIOVASCULAR MEDICINE Taking up regular drinking in middle age: effect on major coronary heart disease events and mortality S G Wannamethee, A G Shaper... See end of article for authors affiliations...

More information

Socio-economic Consequences of Pain-Intensive Diseases in Denmark

Socio-economic Consequences of Pain-Intensive Diseases in Denmark Summary of publication from the Danish Institute for Health Services Research: Socio-economic Consequences of Pain-Intensive Diseases in Denmark Jan Christensen Lone Bilde Anders Gustavsson The Danish

More information

12 CANCER Epidemiology Methodological considerations

12 CANCER Epidemiology Methodological considerations 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 12 CANCER 12.1 Epidemiology 12.1.1 Methodological

More information

Psoriasis is associated with increased risk of incident Diabetes Mellitus: A Danish nationwide cohort study

Psoriasis is associated with increased risk of incident Diabetes Mellitus: A Danish nationwide cohort study Psoriasis is associated with increased risk of incident Diabetes Mellitus: A Danish nationwide cohort study Khalid U, Hansen PR, Gislason GH, Kristensen SL, Lindhardsen J, Skov L, Torp-Pedersen C, Ahlehoff

More information

Cancer and pharmacoepidemiology in Finland. Information sources and research possibilities

Cancer and pharmacoepidemiology in Finland. Information sources and research possibilities Cancer and pharmacoepidemiology in Finland Information sources and research possibilities What I will talk about Register-based data sources available in Finland Register linkage method Available background

More information

Supplementary Online Content

Supplementary Online Content Supplementary Online Content Krebs EE, Gravely A, Nugent S, et al. Effect of opioid vs non-opioid medications on pain-related function in patients with chronic back pain or hip or knee osteoarthritis pain:

More information

HOPE. Considerations. Considerations ISING. Safe Opioid Prescribing Guidelines for ACUTE Non-Malignant Pain

HOPE. Considerations. Considerations ISING. Safe Opioid Prescribing Guidelines for ACUTE Non-Malignant Pain Due to the high level of prescription drug use and abuse in Lake County, these guidelines have been developed to standardize prescribing habits and limit risk of unintended harm when prescribing opioid

More information

Veteran s Integrative Pain (VIP) Center: A program for high risk patients on chronic opioids

Veteran s Integrative Pain (VIP) Center: A program for high risk patients on chronic opioids Veteran s Integrative Pain (VIP) Center: A program for high risk patients on chronic opioids Hunter Holmes McGuire VA Richmond, VA Maggie Roma ANP-BC Clinic Administrative Coordinator Objectives Acknowledge

More information

Addiction to Medicines. Findings from the DH commissioned reports from the NAC and NTA.

Addiction to Medicines. Findings from the DH commissioned reports from the NAC and NTA. Addiction to Medicines Findings from the DH commissioned reports from the NAC and NTA. Introduction Evidence presented to the APPG inquiry, raised concerns: 1. Availability prescription and sale (POM/OTC

More information

Age of Drinking Onset, Driving After Drinking, and Involvement in Alcohol Related Motor Vehicle Crashes

Age of Drinking Onset, Driving After Drinking, and Involvement in Alcohol Related Motor Vehicle Crashes Title: Age of Drinking Onset, Driving After Drinking, and Involvement in Alcohol Related Motor Vehicle Crashes Author(s): Affiliation: Hingson, R., Heeren, T., Levenson, S., Jamanka, A., Voas, R. Boston

More information

NBPDP Drug Utilization Review Process Update

NBPDP Drug Utilization Review Process Update Bulletin # 802 December 1, 2010 NBPDP Drug Utilization Review Process Update The New Brunswick Prescription Drug Program (NBPDP) employs a Drug Utilization Review (DUR) process which identifies, investigates

More information

Brief Report Brief Report: Use of non-pharmacological strategies for pain relief in addiction treatment patients with chronic pain 1

Brief Report Brief Report: Use of non-pharmacological strategies for pain relief in addiction treatment patients with chronic pain 1 Brief Report Brief Report: Use of non-pharmacological strategies for pain relief in addiction treatment patients with chronic pain 1 Running head: Use of non-pharmacological treatments for pain Lewei (Allison)

More information

5 Bias and confounding

5 Bias and confounding Bias and confounding 37 5 Bias and confounding Learning objectives In this chapter students learn about Most important factors that can systematically impair the results of a population based study, like

More information

SUPPLEMENTAL MATERIALS FOR:

SUPPLEMENTAL MATERIALS FOR: SUPPLEMENTAL MATERIALS FOR: Dupouy J, Palmaro A, Fatséas M, et al. Mortality associated with time in and out of buprenorphine treatment in French office-based general practice: a 7-year cohort study. Ann

More information

eappendix S1. Studies and participants

eappendix S1. Studies and participants eappendix S1. Studies and participants Eligible population from 11 cohort studies N = 96,211 Excluded: Missing data on exposure or outcome N = 6047 Analytic sample for study of minimally adjusted ERI-

More information

Exposure to prescription opioid analgesics in utero and risk of neonatal abstinence syndrome: population based cohort study

Exposure to prescription opioid analgesics in utero and risk of neonatal abstinence syndrome: population based cohort study open access Exposure to prescription opioid analgesics in utero and risk of neonatal abstinence syndrome: population based cohort study Rishi J Desai, 1 Krista F Huybrechts, 1 Sonia Hernandez-Diaz, 2 Helen

More information

Diabetes Care Publish Ahead of Print, published online February 25, 2010

Diabetes Care Publish Ahead of Print, published online February 25, 2010 Diabetes Care Publish Ahead of Print, published online February 25, 2010 Undertreatment Of Mental Health Problems In Diabetes Undertreatment Of Mental Health Problems In Adults With Diagnosed Diabetes

More information

To clarify this issue, we have made the following changes to the Introduction and Discussion:

To clarify this issue, we have made the following changes to the Introduction and Discussion: Manuscript ID BMJ.2017.038618 "Risk of Neonatal Drug Withdrawal after Intrauterine Co-Exposure to Opioids and Psychotropic Medications: A Cohort Study" Please find below our replies to the comments made

More information

UnitedHealthcare Pharmacy Clinical Pharmacy Programs

UnitedHealthcare Pharmacy Clinical Pharmacy Programs UnitedHealthcare Pharmacy Clinical Pharmacy Programs Program Number 2018 P 4000-3 Program Opioid Overutilization Cumulative Drug Utilization Review Criteria Medication Includes all salt forms, single and

More information

Opioids: Use and Misuse/Steven Feinberg, MD; Scott Levy, MD, MPH, FACOEM

Opioids: Use and Misuse/Steven Feinberg, MD; Scott Levy, MD, MPH, FACOEM Western Occupational Health Conference September 14, 2012 Opioid - Use & Misuse Scott Levy, MD MPH FACOEM Steven Feinberg, MD, MPH Disclosure Information Western Occupational Health Conference 2012 Steven

More information

Pharmaceutical Misuse and its Challenges: Opioid Use in Ontario. Ontario Harm Reduction Conference Tara Gomes Tuesday January 31, 2012

Pharmaceutical Misuse and its Challenges: Opioid Use in Ontario. Ontario Harm Reduction Conference Tara Gomes Tuesday January 31, 2012 Pharmaceutical Misuse and its Challenges: Opioid Use in Ontario Ontario Harm Reduction Conference Tara Gomes Tuesday January 31, 2012 Objectives To review the prescription opioid crisis To understand the

More information

Emergency Department Visits Involving Nonmedical Use of Selected Prescription Drugs --- United States,

Emergency Department Visits Involving Nonmedical Use of Selected Prescription Drugs --- United States, Morbidity and Mortality Weekly Report (MMWR) Emergency Department Visits Involving Nonmedical Use of Selected Prescription Drugs --- United States, 2004--2008 Weekly June 18, 2010 / 59(23);705-709 Rates

More information

PRESCRIPTION DRUG MONITORING PROGRAM

PRESCRIPTION DRUG MONITORING PROGRAM PRESCRIPTION DRUG MONITORING PROGRAM ST. LOUIS COUNTY Q2 2017 Contents Executive Summary... 2 User Registration & System Utilization... 4 Dispensation Rates... 6 Dispensation Rates by Geography... 6 Dispensation

More information

Identifying Adult Mental Disorders with Existing Data Sources

Identifying Adult Mental Disorders with Existing Data Sources Identifying Adult Mental Disorders with Existing Data Sources Mark Olfson, M.D., M.P.H. New York State Psychiatric Institute Columbia University New York, New York Everything that can be counted does not

More information

Drug Overdoses A Public Health Problem. Marianne Cloeren, MD, MPH, FACOEM, FACP 10/2/2013. Objectives

Drug Overdoses A Public Health Problem. Marianne Cloeren, MD, MPH, FACOEM, FACP 10/2/2013. Objectives Drug Overdoses A Public Health Problem Marianne Cloeren, MD, MPH, FACOEM, FACP 10/2/2013 Objectives O Provide an overview of the trends in opioid prescriptions and impact O Consider implications for the

More information

PERSPECTIVES ON DRUGS Characteristics of frequent and high-risk cannabis users

PERSPECTIVES ON DRUGS Characteristics of frequent and high-risk cannabis users European Monitoring Centre for Drugs and Drug Addiction UPDATED 28. 5. 2013 PERSPECTIVES ON DRUGS Characteristics of frequent and high-risk cannabis users Cannabis is Europe s most commonly used illicit

More information

Finland and Sweden and UK GP-HOSP datasets

Finland and Sweden and UK GP-HOSP datasets Web appendix: Supplementary material Table 1 Specific diagnosis codes used to identify bladder cancer cases in each dataset Finland and Sweden and UK GP-HOSP datasets Netherlands hospital and cancer registry

More information

Patterns of analgesic use and extent of pain relief in home-based palliative care cancer patients under the primary care centers

Patterns of analgesic use and extent of pain relief in home-based palliative care cancer patients under the primary care centers Original article: Patterns of analgesic use and extent of pain relief in home-based palliative care cancer patients under the primary care centers *Antony T 1, Merghani TH 2, Binoy S. 3 1Faculty of Medicine,

More information

Examples of Nordic collaborations: benefits and challenges

Examples of Nordic collaborations: benefits and challenges Examples of Nordic collaborations: benefits and challenges There are numerous well working ongoing Nordic research collaborations, and some Nordic organizations that have a long track record of systematic

More information

Alcohol use and mental distress as predictors of non-response in a general population health survey: the HUNT study

Alcohol use and mental distress as predictors of non-response in a general population health survey: the HUNT study Soc Psychiatry Psychiatr Epidemiol (2012) 47:805 816 DOI 10.1007/s00127-011-0387-3 ORIGINAL PAPER Alcohol use and mental distress as predictors of non-response in a general population health survey: the

More information

3.5 Strengthen the prevention and treatment of substance abuse, including narcotic drugs and harmful use of alcohol 3.3 Ending the AIDS epidemic and

3.5 Strengthen the prevention and treatment of substance abuse, including narcotic drugs and harmful use of alcohol 3.3 Ending the AIDS epidemic and 3.5 Strengthen the prevention and treatment of substance abuse, including narcotic drugs and harmful use of alcohol 3.3 Ending the AIDS epidemic and combating hepatitis, 3.4 Prevention and treatment of

More information

Estimating interaction on an additive scale between continuous determinants in a logistic regression model

Estimating interaction on an additive scale between continuous determinants in a logistic regression model Int. J. Epidemiol. Advance Access published August 27, 2007 Published by Oxford University Press on behalf of the International Epidemiological Association ß The Author 2007; all rights reserved. International

More information

Modelling Reduction of Coronary Heart Disease Risk among people with Diabetes

Modelling Reduction of Coronary Heart Disease Risk among people with Diabetes Modelling Reduction of Coronary Heart Disease Risk among people with Diabetes Katherine Baldock Catherine Chittleborough Patrick Phillips Anne Taylor August 2007 Acknowledgements This project was made

More information

Many studies have shown obesity to be a

Many studies have shown obesity to be a Eur Respir J 2010; 35: 1235 1242 DOI: 10.1183/09031936.00192408 CopyrightßERS 2010 Body mass index as predictor for asthma: a cohort study of 118,723 males and females V. Hjellvik, A. Tverdal and K. Furu

More information

Supplementary Online Content

Supplementary Online Content Supplementary Online Content Gomes T, Redelmeier DA, Juurlink DN, et al. Opiod dose and risk of road trauma in Canada: a populationbased study. JAMA Intern Med. Published online January 14, 2013. doi:10.1001/2013.jamainternmed.733.

More information

Characteristics of People who Report Both Driving after Drinking and Driving after Cannabis Use

Characteristics of People who Report Both Driving after Drinking and Driving after Cannabis Use Characteristics of People who Report Both Driving after Drinking and Driving after Cannabis Use Branka Agic 1,2, Gina Stoduto 1, Gillian Sayer 1,2, Anca Ialomiteanu 1, Christine M. Wickens 1, Robert E.

More information

Mark Asbridge, PhD Donald Langille, MD Jennifer Cartwright, MA. Department of Community Health and Epidemiology Dalhousie University

Mark Asbridge, PhD Donald Langille, MD Jennifer Cartwright, MA. Department of Community Health and Epidemiology Dalhousie University Driving under the influence of prescription opioids among senior highschool students in Atlantic Canada: Prevalence, key correlates, and the role of intentions to use Mark Asbridge, PhD Donald Langille,

More information

OPIOID PRESCRIBING BY ONTARIO DENTISTS

OPIOID PRESCRIBING BY ONTARIO DENTISTS OPIOID PRESCRIBING BY ONTARIO DENTISTS 2014-2016 2 TABLE OF CONTENTS 1. Executive summary 3 2. Introduction 4 3. Methods 5 4. Provincial data 7 5. Patients and dispense events 10 6. Specific Opioid Dispense

More information

PEER REVIEW HISTORY ARTICLE DETAILS VERSION 1 - REVIEW. Randi Selmer Senior Researcher Norwegian Institute of Public Health Norway

PEER REVIEW HISTORY ARTICLE DETAILS VERSION 1 - REVIEW. Randi Selmer Senior Researcher Norwegian Institute of Public Health Norway PEER REVIEW HISTORY BMJ Open publishes all reviews undertaken for accepted manuscripts. Reviewers are asked to complete a checklist review form (see an example) and are provided with free text boxes to

More information

Citation for published version (APA): Faber, A. (2006). Stimulant treatment in children: A Dutch perspective. s.n.

Citation for published version (APA): Faber, A. (2006). Stimulant treatment in children: A Dutch perspective. s.n. University of Groningen Stimulant treatment in children Faber, Adrianne IMPORTANT NOTE: You are advised to consult the publisher's version (publisher's PDF) if you wish to cite from it. Please check the

More information

Appendix A. Socio-demographic Characteristics of Survey Respondents Compared to Current Population Survey (2013) Data

Appendix A. Socio-demographic Characteristics of Survey Respondents Compared to Current Population Survey (2013) Data Data Supplement for Kennedy-Hendricks et al. (10.1176/appi.ps.201600056) Appendix A. Socio-demographic Characteristics of Survey Respondents Compared to Current Population Survey (2013) Data Un-weighted

More information

OPIOIDS FOR PERSISTENT PAIN: INFORMATION FOR PATIENTS

OPIOIDS FOR PERSISTENT PAIN: INFORMATION FOR PATIENTS OPIOIDS FOR PERSISTENT PAIN: INFORMATION FOR PATIENTS This leaflet aims to help you understand your pain, so that you can work with your health care team to self-manage your symptoms and improve your quality

More information

Clinical Policy: Opioid Analgesics Reference Number: OH.PHAR.PPA.13 Effective Date: 10/2017 Last Review Date: 6/2018 Line of Business: Medicaid

Clinical Policy: Opioid Analgesics Reference Number: OH.PHAR.PPA.13 Effective Date: 10/2017 Last Review Date: 6/2018 Line of Business: Medicaid Clinical Policy: Reference Number: OH.PHAR.PPA.13 Effective Date: 10/2017 Last Review Date: 6/2018 Line of Business: Medicaid Revision Log See Important Reminder at the end of this policy for important

More information

Moving on - the next step in developing an International Classification System for Cancer Pain

Moving on - the next step in developing an International Classification System for Cancer Pain Robin Fainsinger, Cheryl Nekolaichuk, Pablo Amigo, Amanda Brisebois, Sarah Burton Macleod, Rebekah Gilbert, Yoko Tarumi, Vincent Thai, Gary Wolch, Lara Fainsinger & Viki Muller Division of Palliative Care

More information

Management of Pain - A Comparison of Current Guidelines

Management of Pain - A Comparison of Current Guidelines Management of Pain - A Comparison of Current Guidelines The Centers for Disease Control and Prevention (CDC) released a guideline in 2016 regarding the prescribing of opioids for chronic non-cancer pain

More information

Department of Public Health and Community Medicine, Al-Azhar Faculty of Medicine, Nasr city, Cairo, Egypt 2

Department of Public Health and Community Medicine, Al-Azhar Faculty of Medicine, Nasr city, Cairo, Egypt 2 International Scholarly Research Network ISRN Public Health Volume 2012, Article ID 294895, 6 pages doi:10.5402/2012/294895 Research Article Prognostic Factors of Short-Term Outcome of Low Back Pain in

More information

Screening Patients for Substance Use in Your Practice Setting

Screening Patients for Substance Use in Your Practice Setting Screening Patients for Substance Use in Your Practice Setting Learning Objectives By the end of this session, participants will Understand the rationale for universal screening. Identify potential health

More information

The use and potential abuse of anticholinergic antiparkinson drugs in Norway: a pharmacoepidemiological study

The use and potential abuse of anticholinergic antiparkinson drugs in Norway: a pharmacoepidemiological study British Journal of Clinical Pharmacology DOI:10.1111/j.1365-2125.2008.03342.x The use and potential abuse of anticholinergic antiparkinson drugs in Norway: a pharmacoepidemiological study Pål Gjerden,

More information

Prescription Opioids: The Real Story 4/30/15

Prescription Opioids: The Real Story 4/30/15 Prescription Opioids: The Real Story 4/30/15 Don Teater MD Medical Advisor National Safety Council Masters student at the UNC Gillings School of Global Public Health Don Teater MD Disclaimer: The information

More information

Analysis on Regional Difference of Narcotic Analgesic Medication in China Based on Data of

Analysis on Regional Difference of Narcotic Analgesic Medication in China Based on Data of Public Administration Research; Vol. 4, No. 2; 2015 ISSN 1927-517x E-ISSN 1927-5188 Published by Canadian Center of Science and Education Analysis on Regional Difference of Narcotic Analgesic Medication

More information

Canadian Expert Drug Advisory Committee Final Recommendation Plain Language Version

Canadian Expert Drug Advisory Committee Final Recommendation Plain Language Version Canadian Expert Drug Advisory Committee Final Recommendation Plain Language Version BUPRENORPHINE TRANSDERMAL PATCH RESUBMISSION (BuTrans Purdue Pharma) Indication: Pain, Persistent (Moderate Intensity)

More information

Nightmares, sleep and cardiac symptoms in the elderly

Nightmares, sleep and cardiac symptoms in the elderly ORIGINAL ARTICLE Nightmares, sleep and cardiac symptoms in the elderly R. Asplund Family Medicine Stockholm, Karolinska Institute, Research and Development Unit (Jämtland County Council), Sweden, tel.:

More information

Linking Opioid Treatment in Primary Care. Roxanne Lewin M.D.

Linking Opioid Treatment in Primary Care. Roxanne Lewin M.D. Roxanne Lewin M.D. The Facts Fewer than 10 percent of individuals with an alcohol use disorder and only about 20 percent of individuals with an opioid use disorder receive specialty treatment. Many individuals

More information

Opioid Tapering and Withdrawal Guidance

Opioid Tapering and Withdrawal Guidance Opioid Tapering and Withdrawal Guidance 1. Introduction It is important to recognise the need to withdraw opioid regimens where the patient is deriving no therapeutic benefit. According the Royal College

More information

Patient and Family Agreement on Opioids

Patient and Family Agreement on Opioids Patient and Family Agreement on Opioids We care about our patients and are committed to their recovery and wellness. We offer our patients medications and options for various services to keep them from

More information

No signs of dose escalations of potent opioids prescribed after tibial shaft fractures: a study of Swedish National Registries

No signs of dose escalations of potent opioids prescribed after tibial shaft fractures: a study of Swedish National Registries Al Dabbagh et al. BMC Anesthesiology 2014, 14:4 RESEARCH ARTICLE Open Access No signs of dose escalations of potent opioids prescribed after tibial shaft fractures: a study of Swedish National Registries

More information

INDIVIDUAL STUDY TABLE REFERRING TO PART OF THE DOSSIER. Volume: Page:

INDIVIDUAL STUDY TABLE REFERRING TO PART OF THE DOSSIER. Volume: Page: SYNOPSIS Protocol No: OROS-ANA-3001 Title of Study: Randomized, open-label, comparative parallel group study to assess efficacy and safety of flexible dosages of OROS hydromorphone once-daily compared

More information

1 Correlates of Motor Vehicle Injuries: Analyses of the National Population Health Survey

1 Correlates of Motor Vehicle Injuries: Analyses of the National Population Health Survey 1 Correlates of Motor Vehicle Injuries: Analyses of the National Population Health Survey JS Seeley 1 K Boksman ER Vingilis 1 Population & Community Health Unit, University of Western Ontario, 245-100

More information

Aspirin for the Prevention of Cardiovascular Disease

Aspirin for the Prevention of Cardiovascular Disease Detail-Document #250601 This Detail-Document accompanies the related article published in PHARMACIST S LETTER / PRESCRIBER S LETTER June 2009 ~ Volume 25 ~ Number 250601 Aspirin for the Prevention of Cardiovascular

More information

Cover Page. The handle holds various files of this Leiden University dissertation

Cover Page. The handle   holds various files of this Leiden University dissertation Cover Page The handle http://hdl.handle.net/1887/28958 holds various files of this Leiden University dissertation Author: Keurentjes, Johan Christiaan Title: Predictors of clinical outcome in total hip

More information

Australian Longitudinal Study on Women's Health TRENDS IN WOMEN S HEALTH 2006 FOREWORD

Australian Longitudinal Study on Women's Health TRENDS IN WOMEN S HEALTH 2006 FOREWORD Australian Longitudinal Study on Women's Health TRENDS IN WOMEN S HEALTH 2006 FOREWORD The Longitudinal Study on Women's Health, funded by the Commonwealth Government, is the most comprehensive study ever

More information

Benzodiazepines: risks, benefits or dependence

Benzodiazepines: risks, benefits or dependence Benzodiazepines: risks, benefits or dependence A re-evaluation Council Report CR 59 January 1997 Royal College of Psychiatrists, London Due for review: January 2002 1 Contents A College Statement 3 Benefits

More information

Opioids for Back Pain Patients: Primary Care Prescribing Patterns and Use of Services

Opioids for Back Pain Patients: Primary Care Prescribing Patterns and Use of Services ORIGINAL RESEARCH Opioids for Back Pain Patients: Primary Care Prescribing Patterns and Use of Services Richard A. Deyo, MD, MPH, David H. M. Smith, RPh, PhD, Eric S. Johnson, PhD, Marilee Donovan, RN,

More information

Declaration of interests. Register-based research on safety and effectiveness opportunities and challenges 08/04/2018

Declaration of interests. Register-based research on safety and effectiveness opportunities and challenges 08/04/2018 Register-based research on safety and effectiveness opportunities and challenges Morten Andersen Department of Drug Design And Pharmacology Declaration of interests Participate(d) in research projects

More information

Shining a Light on MEDs Understanding morphine equivalent dose

Shining a Light on MEDs Understanding morphine equivalent dose Shining a Light on MEDs Understanding morphine equivalent dose In the workers compensation industry, 60.2 percent of claimants utilize opioid analgesics for the treatment of pain caused by a workplace

More information

Alberta Health. Opioids and Substances of Misuse. Alberta Report, 2017 Q3

Alberta Health. Opioids and Substances of Misuse. Alberta Report, 2017 Q3 Alberta Health Opioids and Substances of Misuse Alberta Report, 217 Q3 November 27, 217 Highlights So far, in 217, there have been 482 accidental drug overdose deaths related to an opioid. At this point

More information

Access to pain therapy in the UN resolutions: worldwide perspective

Access to pain therapy in the UN resolutions: worldwide perspective Access to pain therapy in the UN resolutions: worldwide perspective Elizabeth Mattfeld Drug Prevention and Health Branch The Single Convention recognizes the medical use of narcotic drugs as indispensable

More information