Abstract
Background
There are few data regarding the utilization of opioids during pregnancy. The objective of this study was to define the prevalence and patterns of opioid use in a large cohort of pregnant women who were commercial insurance beneficiaries.
Methods
Data for the study were derived from a de-identified research database of women from across the United States who had both medical and prescription benefits. Using diagnostic codes we defined a cohort of 534,500 women with completed pregnancies who were enrolled in a commercial insurance plan from 6 months prior to pregnancy through delivery.
Results
Overall, 76,742 (14.4%) women were dispensed an opioid at some point during pregnancy. There were 30,566 (5.7%) women dispensed an opioid during the first trimester, 30,434 (5.7%) women during the second trimester, and 34,906 (6.5%) women during the third trimester. Of these, 11,747 (2.2%) women were dispensed opioids 3 or more times during pregnancy. The most commonly dispensed opioids during pregnancy were hydrocodone (6.8%), codeine (6.1%), and oxycodone (2.0%). The prevalence of exposure at anytime during pregnancy decreased slightly during the study period from 14.9% for pregnancies that delivered in 2005 to 12.9% in 2011. The prevalence of exposure varied significantly by region, and was lowest in the Northeast and highest in the South.
Conclusions
This study demonstrated that opioids are very common exposures during pregnancy. Given the small and inconsistent body of literature on their safety in pregnancy, these findings suggest a need for research in this area.
Introduction
Approximately 2% of the US adult population use opioids regularly,1 and 10 to 30% of patients with chronic non-cancer pain are treated with opioids.2 Throughout the 1990’s and early 2000’s the prescription of opiate pain medications increased two to three-fold in the United States,3–5 though it may have stabilized in recent years. Despite the importance of these medications for pain control and their potential for adverse effects, there are very few data regarding their use in pregnancy in the United States.6,7
While nearly all women will experience some pain during the course of pregnancy, the safety of using opioids to manage pain in pregnancy remains ill-defined. Some studies have reported an association between opioid use in the first trimester and major congenital malformations, but the findings vary.8–16 When used long-term during pregnancy, there is a known potential for neonatal opioid dependence and subsequent withdrawal symptoms in the first few days of life17, but other potential consequences for the infant of long-term maternal opioid use are less clear.
Defining how commonly opioids are prescribed in pregnancy, which opioids are preferred by physicians, what pain conditions are most frequently treated, and how patients who are chronically using opioids prior to pregnancy are managed during pregnancy are important in defining research priorities in this field. We therefore undertook a study to define patterns of utilization of opioids during pregnancy in a large cohort of pregnancies in the United States.
Materials and Methods
Definition of Cohort
Data for the patients included in this study arose from a de-identified research database InVision for Data Mart, a product of OptumInsight Life Sciences (Eden Prairie, MN). It contains compiled membership and reimbursement transactions from a nationwide US health insurer for employed people and their dependents who had both medical and prescription benefits. At the time of this study (between 2005 and 2011), the research database included claims for reimbursement of pharmacy dispensings, inpatient and outpatient services, and procedures including the associated diagnoses for an open cohort with approximately 30% annual turnover, leading to an average cohort residence time of 2.48 years (s.d., 2.36) and a cross-sectional size that ranged from 12,750,397 to 14,483,016 persons depending on the study year (approximately 4% of the US population). Demographics of people in the database are similar to the US population for all ages <65, although the geographic distribution reflects the region-specific market-share of the insurer rather than the density of the underlying population. The pharmacy benefit of the health insurer is based on an open formulary with a tiered copayment structure that incentivizes preferred medications with restrictive use of non-preferred ones.
The study cohort was first defined on the basis of inpatient or outpatient codes indicating infant delivery using a algorithm based on International Classification of Diseases 9, Clinical Modification diagnostic and procedure codes.18 We further refined the date of delivery for each pregnancy hierarchically based on either (1) delivery procedure codes, (2) the date of admission for the delivery, or (3) the date of the last outpatient visit with codes for delivery. The last menstrual period (LMP) was defined as 245 days prior to the date of delivery if the maternal record indicated that the delivery was preterm, otherwise the LMP was assigned as 273 days prior to delivery.19 Analyses were restricted to patients with continuous insurer enrollment from 180 days prior to the estimated LMP through date of delivery, allowing for up to 30-day lapses in coverage (534,500 completed pregnancies). No further restrictions or exclusions were imposed.
Definition of pregnancy periods and exposure
We examined patterns of dispensing by type of opioids in the pre-pregnancy period, during each trimester, and then in pregnancy overall. The pre-pregnancy period represented two 90 day-periods prior to the estimated LMP. The first trimester extended from the estimated LMP through day 90 of pregnancy, second trimester was the following 90 days, and the third trimester began 181 days after estimated LMP and continued to delivery. Dates of pharmacy dispensing, and expected duration of use based on days supplied for study medications were used to estimate duration of exposure during pregnancy.
The opioids considered in our analysis included hydrocodone, codeine, oxycodone, propoxyphene, tramadol, meperidine, hydromorphone, morphine, fentanyl, buprenorphine, methadone, pentazocine, tapentadol, and oxymorphone. In this analysis we allowed days supply to accumulate for patients who were dispensed opioids before the days supply from their previous dispensing was expected to be completed. We assumed continuous exposure for patients with sequential prescriptions when the days supply expired less than 7 days prior to a new prescription. We also determined the mean number of dispensings, by type, for patients that were exposed to opioids during pregnancy.
Statistical Analyses
Analyses of patterns of dispensing, associated conditions, and temporal trends were descriptive of this commercially insured population. The results are parameters for this particular population, rather than estimates based on samples. Accordingly, we present the results without confidence intervals.
Defining patterns of opioid utilization in pre-pregnancy chronic opioid users
We defined chronic opioid users as women who received dispensings of an opioid during 3 or more separate months in the 180 days prior to pregnancy and then examined patterns of opioid dispensing during the first and second trimester for this group. We identified, by trimester, those who were dispensed the same type of opioid, dispensed a different type of opioid, or were not dispensed any opioid.
Description of associated conditions
Medical conditions that might be associated with opioid prescription were identified using International Classification of Diseases 9 Clinical Modification diagnosis codes in the patients’ inpatient and outpatient records between 180 days before LMP and delivery. The frequency of each of these conditions was determined in (1) all patients exposed to opioids during pregnancy, (2) patients with ≥3 dispensings of opioids during pregnancy, (3) patients who were defined as chronic users prior to LMP, and (4) patients who were unexposed to opioids during pregnancy.
Temporal and regional trends in utilization of opioids during pregnancy
For each year in the study period (defined by the year of delivery), we examined the frequency of exposure to any opioids at anytime during pregnancy and during each of the 3 trimesters observed. We also examined trends in the frequency of exposure to the four most commonly dispensed opioids at any time during pregnancy.
We examined regional variations in opioid prescribing using a mixed-effects logistic regression model to account for random variation. The state identifier was modeled as a normally distributed random intercept. Each intercept represents the state-specific prescribing rate, defined as the proportion of pregnant women who were dispensed opioid medications at any time during pregnancy. These predicted state-specific prescribing rates are empirical Bayes estimates; that is, they have been shrunk towards the overall mean prescribing rate.20
All analyses were performed using SAS version 9.2 (SAS Institute, Cary, NC).
The use of this de-identified database for research was approved by the Partners Institutional Review Board (Boston, Massachusetts).
Results
There were 534,500 completed pregnancies eligible for analysis (meeting criteria of enrollment in the health insurer from 6 months prior to pregnancy through delivery). The median age of the women at the time of delivery was 31 years (interquartile range: 28–35); 17,793 (3.3%) of pregnancies were multiple gestations and 37,795 (7.1%) were preterm deliveries. There were 59,405 (11.1%) pregnancies from the Northeast, 230,137 (43.1%) from the South, 147,137 (27.5%) from the Midwest, 97,771 (18.3%) from the West. There were 435,649 women who had one pregnancy during the study period, 45,389 who had two pregnancies, and 2,656 who had three or more pregnancies.
Overall, 76,742 (14.4%) women were dispensed an opioid at some point during pregnancy. Exposure occurred in 30,566 (5.7%) women during the first trimester, in 30,434 (5.7%) women during the second trimester, and in 34,906 (6.5%) women during the third trimester (Table 1). When we excluded prescriptions filled within 3 days of delivery (and thus potentially in anticipation of the need for postoperative analgesia following a Cesarean delivery or the like), the prevalence of exposure in the 3rd trimester decreased only slightly to 6.2%. The frequency of exposure during each of these periods was considerably lower than the frequency of exposure during the two 90 day-periods that preceded pregnancy (10.0% and 9.7% respectively). There were 11,747 (2.2%) women who were dispensed opioids 3 or more times during pregnancy. Of the 76,742 women exposed to opioids during pregnancy, 7,135 (9.3%) had a hospital admission with a primary procedure code indicating that they underwent a surgical procedure. The frequency of opioid exposure in the first pregnancies recorded in the database was 14.4%, in the second pregnancy was 14.1%, and in the third or greater pregnancy was 14.9%.
Table 1.
Prevalence of Opioid Dispensing Before and During Pregnancy
| Exposure window | ||||||
|---|---|---|---|---|---|---|
| −180 days to −91 days | −90 days to LMP | First trimester | Second trimester | Third trimester | Anytime during pregnancy | |
| N (%) | N (%) | N (%) | N (%) | N (%) | N (%) | |
| Any opioid | 53587 (10.03) | 51595 (9.65) | 30566 (5.72) | 30434 (5.69) | 34906 (6.53) | 76742 (14.36) |
| Specific opioid | ||||||
| Hydrocodone | 30131 (5.64) | 29712 (5.56) | 15906 (2.98) | 12879 (2.41) | 15079 (2.82) | 36234 (6.78) |
| Codeine | 10692 (2.00) | 10516 (1.97) | 9347 (1.75) | 12972 (2.43) | 13949 (2.61) | 32755 (6.13) |
| Oxycodone | 9755 (1.83) | 8509 (1.59) | 3795 (0.71) | 3718 (0.70) | 4962 (0.93) | 10402 (1.95) |
| Propoxyphene | 6083 (1.14) | 5674 (1.06) | 3014 (0.56) | 2980 (0.56) | 3424 (0.64) | 8347 (1.56) |
| Tramadol | 3109 (0.58) | 3306 (0.62) | 1695 (0.32) | 742 (0.14) | 857 (0.16) | 2526 (0.47) |
| Meperidine | 507 (0.09) | 563 (0.11) | 284 (0.05) | 282 (0.05) | 352 (0.07) | 853 (0.16) |
| Hydromorphone | 242 (0.05) | 222 (0.04) | 144 (0.03) | 184 (0.03) | 267 (0.05) | 512 (0.10) |
| Morphine | 197 (0.04) | 190 (0.04) | 149 (0.03) | 148 (0.03) | 186 (0.03) | 299 (0.06) |
| Fentanyl | 174 (0.03) | 177 (0.03) | 162 (0.03) | 138 (0.03) | 143 (0.03) | 249 (0.05) |
| Buprenorphine | 151 (0.03) | 176 (0.03) | 170 (0.03) | 134 (0.03) | 131 (0.02) | 209 (0.04) |
| Methadone | 116 (0.02) | 129 (0.02) | 125 (0.02) | 107 (0.02) | 115 (0.02) | 180 (0.03) |
| Pentazocine | 41 (0.01) | 35 (0.01) | 20 (0.00) | 22 (0.00) | 18 (0.00) | 49 (0.01) |
| Tapentadol | 20 (0.00) | 30 (0.01) | 12 (0.00) | 11 (0.00) | 17 (0.00) | 35 (0.01) |
| Oxymorphone | 26 (0.00) | 24 (0) | 31 (0.01) | 26 (0.00) | 27 (0.01) | 49 (0.01) |
Abbreviations: LMP, last menstrual period
The most common opioid dispensed in pregnancy was hydrocodone (dispensed to 6.8% of pregnant women), followed by codeine (6.1%), oxycodone (2.0%), and propoxyphene (1.6%). The distribution of opioids types dispensed was fairly uniform across the 3 trimesters (Table 1).
Table 2 shows, for patients dispensed each type of opioids during pregnancy, the mean, median, and interquartile range for the cumulative number of days supply during pregnancy. For the most commonly used opioids (hydrocodone, codeine, oxycodone, and propoxyphene) the median duration of exposure was less than a week. In contrast, morphine, fentanyl, buprenorphine, methadone, and oxymorphone were associated with longer durations of exposure. The number of distinct dispensings for each opioid also followed this pattern.
Table 2.
For Opioids Dispensed During Pregnancy, the Number of Days of Exposure Overlapping with Pregnancy by Type.
| Days of exposure during pregnancy | Distinct Prescriptions | ||||
|---|---|---|---|---|---|
| Mean, Std deviation | Median | 25th percentile | 75th percentile | Mean, Std deviation | |
| Hydrocodone | 15.2 ± 36.5 | 5 | 3 | 10 | 1.9±2.8 |
| Codeine | 7.3 ± 12.4 | 5 | 3 | 8 | 1.3±1.2 |
| Oxycodone | 18.9 ± 46.9 | 4 | 3 | 9 | 2.0±2.9 |
| Propoxyphene | 9.1 ± 18.6 | 5 | 3 | 8 | 1.4±1.4 |
| Tramadol | 32 ± 52.6 | 10 | 5 | 30 | 2.3±3.6 |
| Meperidine | 7.8 ± 14.1 | 5 | 3 | 7 | 1.3±1.3 |
| Hydromorphone | 19.7 ± 41.5 | 5 | 3 | 14 | 1.9±2.0 |
| Morphine | 84.2 ±92.4 | 32 | 14 | 146 | 4.3±4.9 |
| Fentanyl | 105.4 ± 93.2 | 71 | 30 | 199 | 4.8±5.1 |
| Buprenorphine | 131.6 ± 98.7 | 116 | 30 | 235 | 6.5±5.3 |
| Methadone | 118.9 ± 95.9 | 94 | 30 | 209 | 5.2±4.1 |
| Pentazocine | 24.3 ± 47.2 | 7 | 3 | 22 | 1.8±1.8 |
| Tapentadol | 28.7 ± 45.2 | 11 | 7 | 30 | 1.7±1.5 |
| Oxymorphone | 88.3 ± 88.2 | 45 | 29 | 141 | 4.2±3.9 |
There were 5,838 patients chronically filling opioid prescriptions prior to pregnancy. Figures 1a and 1b show patterns of opioid dispensing during the first and second trimester, respectively, for patients who were chronically exposed to opioids prior to pregnancy (note, patients can belong to more than one group if they are chronically taking more than one type of opioid prior to pregnancy). Depending on the type, between 67% and 95% of chronic users were dispensed an opioid during the first trimester, with the majority being dispensed the same opioid that they used during the pre-pregnancy period, but between 8% and 15% were dispensed a different opioid. The frequency of opioid dispensing to chronic pre-pregnancy users generally declined in the second trimester and ranged from 53% to 90%. The proportion that was dispensed a different opioid than during the pre-pregnancy period ranged from 11% to 28% depending on the type.
Figure 1. Among Patients Chronically Taking Opioids Prior to Pregnancy*, Patterns of Opioid Dispensing during (A) the First Trimester and (B) the Second Trimester. n=5,838.
*Defined as patients who received 3 or more dispensings of an opioid pre-pregnancy (from −180 days to day prior to last menstrual period) during 3 separate months; analysis restricted to types of opioids with >100 pre-pregnancy chronic users
Table 3 shows conditions present in patients with any opioid dispensing during pregnancy, patients with 3 or more dispensings of opioids during pregnancy, patients defined as chronic users prior to pregnancy, and in women unexposed during pregnancy. Back pain was the most commonly associated condition and was present in 37% of patients dispensed an opioid during pregnancy and 61% of those dispensed opioids 3 or more times during pregnancy. Other conditions that were most commonly associated with opioid exposure included abdominal pain, migraine, joint pain, and fibromyalgia.
Table 3.
Recorded Maternal Conditions for Stratified by Opioid Exposure During Pregnancy.
| Exposed to opioids during pregnancy (n= 76,742) | >=3 dispensings of opioids during pregnancy (n=11,747) | Chronic users prior to LMP (n=5,838) | Unexposed to opioids during pregnancy (n=457,758) | |
|---|---|---|---|---|
| N (%) | N (%) | N (%) | N (%) | |
| Back pain | 28189 (36.7) | 7160 (61.0) | 3956 (67.8) | 84003 (18.4) |
| Abdominal pain | 24515 (31.9) | 5025 (42.8) | 2414 (41.3) | 70415 (15.4) |
| Migraine | 7817 (10.2) | 2542 (21.6) | 1264 (21.7) | 12819 (2.8) |
| Joint Pain | 9258 (12.1) | 2712 (23.1) | 1623 (27.8) | 24499 (5.4) |
| Fibromyalgia and or pain in multiple sites | 4690 (6.1) | 1559 (13.3) | 1038 (17.8) | 12939 (2.8) |
| Cough | 8521 (11.1) | 1682 (14.3) | 820 (14.0) | 21585 (4.7) |
| Myalgia | 4696 (6.1) | 1560 (13.3) | 1039 (17.8) | 12973 (2.8) |
| Malignancy | 1200 (1.6) | 316 (2.7) | 155 (2.7) | 4617 (1.0) |
| Renal calculus | 3217 (4.2) | 914 (7.8) | 315 (5.4) | 2872 (0.6) |
| Rheumatoid arthritis | 613 (0.8) | 238 (2.0) | 168 (2.9) | 1622 (0.4) |
| Opioid dependance | 422 (0.5) | 335 (2.9) | 280 (4.8) | 185 (0.0) |
| Other headache syndromes | 7967 (10.4) | 73 (0.6) | 38 (0.7) | 22790 (5.0) |
| Opioid abuse | 123 (0.2) | 90 (0.8) | 66 (1.1) | 68 (0.0) |
| Sickle cell anemia | 87 (0.1) | 22 (0.2) | 13 (0.2) | 373 (0.1) |
| Peripheral neuropathy | 66 (0.1) | 40 (0.3) | 27 (0.5) | 71 (0.0) |
| Chronic pancreatitis | 63 (0.1) | 29 (0.2) | 22 (0.4) | 66 (0.0) |
Abbreviations: LMP, last menstrual period
Figures 2 and 3 show temporal trends in the utilization of opioids in pregnancy. As shown in figure 2, the prevalence of exposure at anytime during pregnancy decreased slightly from 14.9% for pregnancies that delivered in 2005 to 12.9% in 2011. This decrease was noted in prevalence of exposure in each of the trimesters as well. Among the 4 most commonly dispensed opioids (Figure 3), there was a decrease in the use of codeine (from 7.2% to 5.3%), an increase in the use of oxycodone (from 1.6% to 2.1%), and hydrocodone use was relatively stable. There was a notable decrease in the use of propoxyphene among pregnancies that delivered in 2011, reflecting the removal of propoxyphene from the market in the United States in late 2010.
Figure 2.
Temporal Trends in Opioid Dispensing During Pregnancy (overall) and by Trimester.
Figure 3.
Temporal Trends in Opioid Dispensing During Pregnancy For the Four Most Commonly Prescribed Types.
Figure 4 shows the prevalence of opioid exposure at any point during pregnancy by state while accounting for random variation. Given the large number of pregnancies contributed by each individual state, the predicted prescribing based on the mixed effects regression analysis was very similar to the actual observed prescribing for most states. Significant regional differences were observed. Use ranged between 6.5% and 26.3%. In general, the prevalence was lowest in the Northeast and highest in the South. Arkansas, Mississippi, and Alabama all had prevalences in excess of 20%. There was about a 2-fold difference in the average prescribing rate of states in the lowest (10.2%) versus the highest (20.0%) prescribing quartile.
Figure 4.
Prevalence of Opioid Dispensing During Pregnancy (overall) by State.
Discussion
In this analysis of over a half a million pregnancies among private health insurance beneficiaries drawn from across the United States from 2005 to 2011, we found that opioids were dispensed to 14% of women during the antepartum period with approximately 6% of women receiving opioids during each of the 3 trimesters. While most opioid exposure represented short courses of treatment, 2.2% of women received 3 or more opioid dispensings during pregnancy. The most frequently prescribed opioids in pregnancy included hydrocodone, codeine, and oxycodone. The overall prevalence of exposure at any time during pregnancy, while declining slightly, was in excess of 12% for each of the 7 years in the study period.
While the risk of neonatal opioid dependence associated with prolonged opioid exposure is clear,21 other risks associated with opioid exposure remain ill-defined. The Collaborative Perinatal Project reported an increased risk of respiratory malformations associated with codeine, but not with hydrocodone, meperidine, methadone, morphine, or oxycodone.8 Associations between first trimester exposure to codeine and cardiovascular defects were suggested in some case-control studies not specifically designed to study opioids,9–12 and another study found an increased risk of oral clefts.13 In 2011, the National Birth Defects Prevention Study reported that opioid treatment (mainly codeine and hydrocodone) early in pregnancy is associated with greater risk of cardiac septal defects, hypoplastic left heart syndrome, spina bifida and gastroschisis.14 A recent study from the Slone Epidemiology Center Birth Defects Study found an approximately 2-fold increase risk of neural tube defects in association with periconceptual opioid use.16 However, an increased risk of malformations was not observed in a recent large European cohort study.15 Chronic opioid use in pregnancy has also been associated with Cesarean delivery, excessive postpartum hemorrhage due to uterine atony,15 low birth weight, fetal growth restriction, and other adverse neonatal outcomes. This evidence regarding teratogenesis and other risks, in addition to being inconsistent, is limited by small numbers, and multiple comparisons (increasing the probability of chance findings). Our data demonstrate that opioids are widely used in pregnancy, including during the first trimester where even a brief course could confer risk of teratogenesis.8–16 This suggests a need to better define the safety of opioid medications during pregnancy.
Pain syndromes, most frequently back pain, abdominal pain, joint pain, and headaches, are very common in pregnancy. Alternatives to opioids for the treatment of pain, most notably the non-steroidal anti-inflammatory drugs, also have potential safety concerns associated with their use in pregnancy.22 Thus, there is need for comparative safety and effectiveness research to determine the optimal approach to the treatment of painful conditions in pregnancy. Likewise, it will be important to develop evidence for the safest approach for treating perioperative pain in pregnant women, as up to 2% of pregnant women will undergo non-obstetric surgery.23
When we examined patterns of management of opioids for patients that were chronically taking opioids prior to pregnancy, it was notable that substantial fractions of women continued them into the second trimester. Thus, the majority of women who are taking opioids chronically prior to pregnancy continue to do so once they become pregnant. Given the known adverse effects of prolonged exposure to opioids on the fetus, our findings suggest that it is challenging for women on these medications chronically to discontinue their use during pregnancy. This further underscores the importance of evaluating the comparative safety of treatment alternatives to inform the treatment decision for women who require continued treatment during pregnancy.
The prevalence of exposure that we report is significantly higher than what has been observed in studies in European populations during a similar timeframe.24,25 A population based cohort study using the Norwegian Prescription Database linked to the Medical Birth Registry reported that 2.9% of women were exposed to opioids at any time during pregnancy during 2004–2008, compared with 14.4% in our study. This lower use was observed during all time periods: 2.6% during the 3 months before pregnancy, 1.4% during the first trimester, and 1.0% each during the second and third trimester (versus 9.7%, 5.7%, 5.7%, and 6.5% respectively in our study). Prescription of opioids during pregnancy thus appears to be 4–6 times higher in the United States compared to Norway.25 Further, there were significant regional differences in the frequency of opioid exposure in our study, with several states in the South having prevalences in excess of 20%.
The number of opioid prescriptions issued nationwide has increased from 131 million in 2000 to 219 million in 2011, representing a 67% increase. The corresponding increase during our 2004–2011 study period was 30%. During this same time period, there was a 4-fold increase in the number of deaths related to opioid use.26 While it is perhaps encouraging that the overall prevalence of opioid exposure during pregnancy decreased slightly during the study period (from 14.9% in 2005 to 12.9% in 2011), the overall prevalence of exposure at the most recent estimate remains extremely high relative to what was observed in the European population. Our data therefore suggest that the epidemic of opioid overutilization in the United States that is known to exist in the general population extends to pregnancy.
Our study is subject to certain limitations. While our data are drawn from claims of a private health insurer that includes beneficiaries from across the United States, a substantial fraction of deliveries in the United States occur to patients that are covered by Medicaid;27 it is unclear whether our findings are generalizable to these patients. As a consequence, the state specific prescribing patterns only reflect those of the commercially insured population under study and cannot be used to extrapolate to the frequency of opioid exposure in the general obstetric population. Additionally, our measure of exposure is based on pharmacy dispensing of medications, and not whether the medication was actually taken by the women. In light of the ongoing debate about opioid overprescribing, we recognize a value in documenting the prescribing patterns themselves during pregnancy. Of course, this analysis does not include exposure to opioids that are obtained illicitly. Accounting for such illicit exposure to opioids in pregnancy (or in the general population) would be a challenge for any study, irrespective of its data source or design. We also would not capture exposure to methadone at free-standing clinics. Further, the health insurer database does not include most of the medications received by patients while hospitalized, which would lead to some degree of underestimation of opioid exposure in our study, especially since women might be in greater need of analgesics during a hospital stay. Our analysis is performed at the level of individual pregnancies, not women. This approach was taken as the effects of opioid exposure are likely most significant for the individual fetuses which are exposed in-utero. While this may lead to correlated exposures in individual women who had more than one pregnancy included in the analysis, we found a similar frequency of exposure in first pregnancies (14.4%), second pregnancies (14.1%), or third or greater pregnancies (14.9%). Finally, when using insurance claims data to study exposures during pregnancy, the LMP needs to be imputed based on claims for preterm labor and delivery. While this approach has been shown to result in generally accurate estimation of gestational age,19 some degree of misclassification is likely.
In conclusion, the use of opioid analgesics in pregnant women in the United States is high and is dominated by treatments of short duration. The proportion of women exposed is relatively stable across trimesters and over time. Given this continued high use during all phases of pregnancy and the small and inconsistent body of literature on their safety, there is a need for research on the comparative safety of these medications during pregnancy to help inform clinical practice and treatment guidelines.
Final Boxed Summary.
What we already know about this topic
Opioid prescribing has increased in the US, with approximately 2% of the populations regularly using prescription opioids
In contrast to the general population, opioid use during pregnancy has been little studied
What this article tells us that is new
In a review of over 500,000 women enrolled in an insurance plan from 6 months prior to pregnancy through parturition, 14% received at least one dose of an opioid during pregnancy
Over 1 in 20 women received an opioid during the first trimester, and prevalence of opioid exposure varied several-fold across states, being generally lowest in the Northeast and highest in the South
Footnotes
Conflicts of interest: SHD has consulted for Novartis, GlaxoSmithKlein-Biologics (Middlesex, England, United Kingdom) and AstraZenaca (London, England, United Kingdom) and JS is a consultant to Optum Insight (Eden Prairie, Minnesota, United States of America) and World Health Information Science Consultants, LLC (Newton, Massachusetts, United States of America), both for unrelated projects. The other authors declare no potential conflict of interest.
Disclosure of funding: Research reported in this publication was supported by the Eunice Kennedy Shriver National Institute Of Child Health & Human Development of the National Institutes of Health (Bethesda, Maryland, United States) under Award Number K08HD075831 (BTB). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Contributor Information
Brian T. Bateman, Department of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts.
Sonia Hernandez-Diaz, Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts.
James P. Rathmell, Department of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
John D. Seeger, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts.
Michael Doherty, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts.
Michael A. Fischer, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
Krista F. Huybrechts, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts.
References
- 1.Parsells Kelly J, Cook SF, Kaufman DW, Anderson T, Rosenberg L, Mitchell AA. Prevalence and characteristics of opioid use in the US adult population. Pain. 2008;138:507–13. doi: 10.1016/j.pain.2008.01.027. [DOI] [PubMed] [Google Scholar]
- 2.Thielke SM, Simoni-Wastila L, Edlund MJ, DeVries A, Martin BC, Braden JB, Fan MY, Sullivan MD. Age and sex trends in long-term opioid use in two large American health systems between 2000 and 2005. Pain Med. 2010;11:248–56. doi: 10.1111/j.1526-4637.2009.00740.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Zerzan JT, Morden NE, Soumerai S, Ross-Degnan D, Roughead E, Zhang F, Simoni-Wastila L, Sullivan SD. Trends and geographic variation of opiate medication use in state Medicaid fee-for-service programs, 1996 to 2002. Med Care. 2006;44:1005–10. doi: 10.1097/01.mlr.0000228025.04535.25. [DOI] [PubMed] [Google Scholar]
- 4.Boudreau D, Von Korff M, Rutter CM, Saunders K, Ray GT, Sullivan MD, Campbell CI, Merrill JO, Silverberg MJ, Banta-Green C, Weisner C. Trends in long-term opioid therapy for chronic non-cancer pain. Pharmacoepidemiol Drug Saf. 2009;18:1166–75. doi: 10.1002/pds.1833. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Brixner DI, Oderda GM, Roland CL, Rublee DA. Opioid expenditures and utilization in the Medicaid system. J Pain Palliat Care Pharmacother. 2006;20:5–13. [PubMed] [Google Scholar]
- 6.Mitchell AA, Gilboa SM, Werler MM, Kelley KE, Louik C, Hernandez-Diaz S. Medication use during pregnancy, with particular focus on prescription drugs: 1976–2008. Am J Obstet Gynecol. 2011;205:51, e1–8. doi: 10.1016/j.ajog.2011.02.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Andrade SE, Gurwitz JH, Davis RL, Chan KA, Finkelstein JA, Fortman K, McPhillips H, Raebel MA, Roblin D, Smith DH, Yood MU, Morse AN, Platt R. Prescription drug use in pregnancy. Am J Obstet Gynecol. 2004;191:398–407. doi: 10.1016/j.ajog.2004.04.025. [DOI] [PubMed] [Google Scholar]
- 8.Slone D, Shapiro S, Miettinen O. Case-control surveillance of serious illnesses attributable to ambulatory drug use. In: Colombo F, Shapiro S, Slone D, Tognoni G, editors. Epidemiological evaluation of drugs. Amsterdam: Elsevier/North Holland Biomedical Press; 1977. pp. 59–70. [Google Scholar]
- 9.Rothman KJ, Flyer DC, Goldblatt A, Kreidberg MB. Exogenous hormones and other drug exposures of children with congenital heart disease. Am J Epidemiol. 1979;109:433–9. doi: 10.1093/oxfordjournals.aje.a112701. [DOI] [PubMed] [Google Scholar]
- 10.Zierler S, Rothman KJ. Congenital heart disease in relation to maternal use of benedictin and other drugs in early pregnancy. N Engl J Med. 1985;313:347–52. doi: 10.1056/NEJM198508083130603. [DOI] [PubMed] [Google Scholar]
- 11.Bracken MB. Drug use in pregnancy and congenital heart disease in offspring. N Engl J Med. 1986;314:1120. doi: 10.1056/NEJM198604243141717. [DOI] [PubMed] [Google Scholar]
- 12.Shaw GM, Malcoe LH, Swan SH, Cummins SK, Schulman J. Congenital cardiac anomalies relative to selected maternal exposures and conditions during early pregnancy. Eur J Epidemiol. 1992;8:757–60. doi: 10.1007/BF00145398. [DOI] [PubMed] [Google Scholar]
- 13.Saxén I. Associations between oral clefts and drugs taken during pregnancy. Int J Epidemiol. 1975;4:37–44. doi: 10.1093/ije/4.1.37. [DOI] [PubMed] [Google Scholar]
- 14.Broussard CS, Rasmussen SA, Reefhuis J, Friedman JM, Jann MW, Riehle-Colarusso T, Honein MA. Maternal treatment with opioid analgesics and risk for birth defects. Am J Obstet Gynecol. 2011;204:314, e1–11. doi: 10.1016/j.ajog.2010.12.039. [DOI] [PubMed] [Google Scholar]
- 15.Nezvalova-Henriksen K, Spigset O, Nordeng H. Effects of codeine on pregnancy outcome: Results from a large population-based cohort study. Eur J Clin Pharmacol. 2011;67:1253–61. doi: 10.1007/s00228-011-1069-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Yazdy MM, Mitchell AA, Tinker SC, Parker SE, Werler MM. Periconceptional Use of Opioids and the Risk of Neural Tube Defects. Obstet Gynecol. 2013;122:838–44. doi: 10.1097/AOG.0b013e3182a6643c. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Osborn DA, Jeffery HE, Cole MJ. Opiate treatment for opiate withdrawal in newborn infants. Cochrane Database Syst Rev. 2010:CD002059. doi: 10.1002/14651858.CD002059. [DOI] [PubMed] [Google Scholar]
- 18.Kuklina EV, Whiteman MK, Hillis SD, Jamieson DJ, Meikle SF, Posner SF, Marchbanks PA. An enhanced method for identifying obstetric deliveries: Implications for estimating maternal morbidity. Matern Child Health J. 2008;12:469–77. doi: 10.1007/s10995-007-0256-6. [DOI] [PubMed] [Google Scholar]
- 19.Margulis AV, Setoguchi S, Mittleman MA, Glynn RJ, Dormuth CR, Hernandez-Diaz S. Algorithms to estimate the beginning of pregnancy in administrative databases. Pharmacoepidemiol Drug Saf. 2013;22:16–24. doi: 10.1002/pds.3284. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Fitzmaurice GM, Laird NM, Ware JH. Applied longitudinal analysis. Hoboken, N.J: Wiley-Interscience; 2004. [Google Scholar]
- 21.Jansson LM, Velez M. Neonatal abstinence syndrome. Curr Opin Pediatr. 2012;24:252–8. doi: 10.1097/MOP.0b013e32834fdc3a. [DOI] [PubMed] [Google Scholar]
- 22.Bloor M, Paech M. Review article: Nonsteroidal anti-inflammatory drugs during pregnancy and the initiation of lactation. Anesth Analg. 2013;116:1063–75. doi: 10.1213/ANE.0b013e31828a4b54. [DOI] [PubMed] [Google Scholar]
- 23.Reitman E, Flood P. Anaesthetic considerations for non-obstetric surgery during pregnancy. Br J Anaesth. 2011;107 (Suppl 1):i72–8. doi: 10.1093/bja/aer343. [DOI] [PubMed] [Google Scholar]
- 24.Engeland A, Bramness JG, Daltveit AK, Ronning M, Skurtveit S, Furu K. Prescription drug use among fathers and mothers before and during pregnancy. A population-based cohort study of 106,000 pregnancies in Norway 2004–2006. Br J Clin Pharmacol. 2008;65:653–60. doi: 10.1111/j.1365-2125.2008.03102.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Handal M, Engeland A, Ronning M, Skurtveit S, Furu K. Use of prescribed opioid analgesics and co-medication with benzodiazepines in women before, during, and after pregnancy: A population-based cohort study. Eur J Clin Pharmacol. 2011;67:953–60. doi: 10.1007/s00228-011-1030-7. [DOI] [PubMed] [Google Scholar]
- 26.Juurlink DN, Dhalla IA, Nelson LS. Improving opioid prescribing: the New York City recommendations. JAMA. 2013;309:879–80. doi: 10.1001/jama.2013.1139. [DOI] [PubMed] [Google Scholar]
- 27.Markus AR, Rosenbaum S. The role of Medicaid in promoting access to high-quality, high-value maternity care. Womens Health Issues. 2010;20:S67–78. doi: 10.1016/j.whi.2009.11.012. [DOI] [PubMed] [Google Scholar]




