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Spieker AJ, Adgent MA, Osmundson SS, Phillips SE, Mitchel Jr E, Leech AA, Grijalva CG, Wiese AD. The impact of different strategies for modeling associations between medications at low doses and health outcomes: a simulation study and practical application to postpartum opioid use. Am J Epidemiol 2025; 194:278-286. [PMID: 38907307 PMCID: PMC11735964 DOI: 10.1093/aje/kwae147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/06/2024] [Accepted: 06/18/2024] [Indexed: 06/23/2024] Open
Abstract
Pharmacoepidemiologic studies commonly examine the association between drug dose and adverse health outcomes. In situations where no safe dose exists, the choice of modeling strategy can lead to identification of an apparent safe low dose range in the presence of a nonlinear relationship or due to the modeling strategy forcing a linear relationship through a dose of 0. We conducted a simulation study to assess the performance of several regression approaches to model the drug dose-response curve at low doses in a setting where no safe range exists, including the use of a (1) linear dose term, (2) categorical dose term, and (3) natural cubic spline terms. Additionally, we introduce and apply an expansion of prior work related to modeling dose-response curves at low and infrequently used doses in the setting of no safe dose ("spike-at-zero" and "slab-and-spline"). Furthermore, we demonstrate and empirically assess the use of these regression strategies in a practical scenario examining the association between the dose of the initial postpartum opioid prescribed after vaginal delivery and the subsequent total dose of opioids prescribed in the entire postpartum period among a cohort of opioid-naive women with a vaginal delivery enrolled in Tennessee's Medicaid program (United States, 2007-2014).
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Affiliation(s)
- Andrew J Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Margaret A Adgent
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Sarah S Osmundson
- Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN 37232, United States
| | - Sharon E Phillips
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Ed Mitchel Jr
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Ashley A Leech
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Carlos G Grijalva
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Veterans’ Health Administration Tennessee Valley Healthcare System, Geriatric Research Education and Clinical Center (GRECC), Nashville, TN 37212, United States
| | - Andrew D Wiese
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN 37203, United States
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Padilla-Azain MC, Osmundson SS, Bosworth O, Wiese A, Pham A, Leech AA, Spieker AJ, Grijalva CG, Adgent MA. Opioid analgesic and antidepressant use during pregnancy and the risk of spontaneous preterm birth: A nested case-control study. Paediatr Perinat Epidemiol 2024. [PMID: 39551643 DOI: 10.1111/ppe.13142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 10/20/2024] [Accepted: 10/25/2024] [Indexed: 11/19/2024]
Abstract
BACKGROUND Given the high prevalence of both mental health and acute pain conditions during pregnancy, use of antidepressants and analgesic opioids in this period is widespread. Whether single and combined use of these medications is associated with spontaneous preterm birth (sPTB) remains unclear. OBJECTIVES To investigate the association between maternal prescription opioid and antidepressant medication exposures for co-occurring mental health and acute pain management, either alone or in combination, and sPTB. METHODS We used Tennessee Medicaid data (2007-2019) linked to birth certificates to conduct a nested case-control study among 15- to 44-year-old pregnant patients with singleton live births. Cases were identified as spontaneous live births between 24 and <37 gestational weeks using a validated birth certificate-based algorithm. We selected up to 10 controls per case, matched on estimated pregnancy start date and other factors. We identified analgesic opioid and antidepressant pharmacy fills to define medication exposures in the 60 days before index date (case delivery date) and categorised them as unexposed, opioid-only, antidepressant-only and combined exposure. We estimated odds ratios (OR) and 95% confidence intervals (CI) using conditional logistic regression, adjusting for confounders. We assessed the additive interaction between opioids and antidepressants by estimating relative excess risk due to interaction. RESULTS We identified 25,406 eligible cases of sPTB and 225,771 matched controls. Opioid-only and combined exposures were associated with higher odds of sPTB relative to unexposed (adjusted OR 1.29, 95% CI 1.23, 1.35 and 1.22, 95% CI 1.06, 1.40, respectively), while antidepressant-only exposure was not (1.04, 95% CI 0.96, 1.12). No additive interaction was identified for combined exposure. CONCLUSIONS Exposure to prescription opioids during pregnancy, but not antidepressants, was associated with increased relative odds of sPTB. Co-exposure to opioids and antidepressants did not elevate the odds of sPTB above what we observed for opioid-only exposure.
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Affiliation(s)
- Maria C Padilla-Azain
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sarah S Osmundson
- Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | | | - Andrew Wiese
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Amelie Pham
- Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ashley A Leech
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Andrew J Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Carlos G Grijalva
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Margaret A Adgent
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Fry CE, Jeffery AD, Horta M, Li Y, Osmundson SS, Phillippi J, Schirle L, Morgan JR, Leech AA. Changes in Postpartum Opioid Prescribing After Implementation of State Opioid Prescribing Limits. JAMA HEALTH FORUM 2024; 5:e244216. [PMID: 39602107 DOI: 10.1001/jamahealthforum.2024.4216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2024] Open
Abstract
Importance In response to the growing opioid crisis, states implemented opioid prescribing limits to reduce exposure to opioid analgesics. Research in other clinical contexts has found that these limits are relatively ineffective at changing opioid analgesic prescribing. Objective To examine the association of state-level opioid prescribing limits with opioid prescribing within the 30-day postpartum period, as disaggregated by type of delivery (vaginal vs cesarean) and opioid naivete. Design, Setting, and Participants This retrospective, observational cohort study used commercial claims data from January 1, 2014, to December 31, 2021, from 49 US states and a difference-in-differences staggered adoption estimator to examine changes in postpartum opioid prescribing among all deliveries to enrollees between the ages of 18 and 44 years in the US. Exposures The implementation of a state opioid prescribing limit between 2017 and 2019. Main Outcomes and Measurements The primary outcomes for this analysis were the number of prescriptions for opioid analgesics, proportion of prescriptions with a supply greater than 7 days, and milligrams of morphine equivalent (MMEs) per delivery between 3 days before and 30 days after delivery. Results A total of 1 572 338 deliveries (enrollee mean [SD] age, 30.20 [1.59] years) were identified between 2014 and 2021, with 32.3% coded as cesarean deliveries. A total of 98.4% of these were to opioid-naive patients. The mean MMEs per delivery was 310.79, with higher rates in earlier years, states that had an opioid prescribing limit, and cesarean deliveries. In a covariate-adjusted difference-in-differences regression analysis, opioid prescribing limits were associated with a decrease of 148.70 MMEs per delivery (95% CI, -657.97 to 360.57) compared with states without such limits. However, these changes were not statistically significant. The pattern of results was similar among other opioid-prescribing outcomes and types of deliveries. Conclusions and Relevance The results of this cohort study suggest that opioid prescribing limits are not associated with changes in postpartum opioid prescribing regardless of delivery type or opioid naivete, which is consistent with research findings on these limits in other conditions or settings. Future research could explore what kinds of prevention mechanisms reduce the risk of opioid prescribing during pregnancy and postpartum.
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Affiliation(s)
- Carrie E Fry
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Alvin D Jeffery
- Vanderbilt University School of Nursing, Nashville, Tennessee
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Manuel Horta
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Yixuan Li
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Sarah S Osmundson
- Department of Obstetrics and Gynecology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Julia Phillippi
- Vanderbilt University School of Nursing, Nashville, Tennessee
| | - Lori Schirle
- Vanderbilt University School of Nursing, Nashville, Tennessee
| | - Jake R Morgan
- Department of Health Policy, Law, and Management, Boston University School of Public Health, Boston, Massachusetts
| | - Ashley A Leech
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
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Larach DB, Waljee JF, Bicket MC, Brummett CM, Bruehl S. Perioperative opioid prescribing and iatrogenic opioid use disorder and overdose: a state-of-the-art narrative review. Reg Anesth Pain Med 2024; 49:602-608. [PMID: 37931982 PMCID: PMC11070448 DOI: 10.1136/rapm-2023-104944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 10/22/2023] [Indexed: 11/08/2023]
Abstract
BACKGROUND/IMPORTANCE Considerable attention has been paid to identifying and mitigating perioperative opioid-related harms. However, rates of postsurgical opioid use disorder (OUD) and overdose, along with associated risk factors, have not been clearly defined. OBJECTIVE Evaluate the evidence connecting perioperative opioid prescribing with postoperative OUD and overdose, compare these data with evidence from the addiction literature, discuss the clinical impact of these conditions, and make recommendations for further study. EVIDENCE REVIEW State-of-the-art narrative review. FINDINGS Nearly all evidence is from large retrospective studies of insurance claims and Veterans Health Administration (VHA) data. Incidence rates of new OUD within the first year after surgery ranged from 0.1% to 0.8%, while rates of overdose events ranged from 0.01% to 0.8%. Higher rates were seen among VHA patients, which may reflect differences in data completeness and/or risk factors. Identified risk factors included those related to substance use (preoperative opioid use; non-opioid substance use disorders; preoperative sedative, anxiolytic, antidepressant, and gabapentinoid use; and postoperative new persistent opioid use (NPOU)); demographic attributes (chiefly male sex, younger age, white race, and Medicaid or no insurance coverage); psychiatric comorbidities such as depression, bipolar disorder, and PTSD; and certain medical and surgical factors. Several challenges related to the use of administrative claims data were identified; there is a need for more granular retrospective studies and, ideally, prospective cohorts to assess postoperative OUD and overdose incidence with greater accuracy. CONCLUSIONS Retrospective data suggest an incidence of new postoperative OUD and overdose of up to 0.8% during the first year after surgery, but prospective studies are lacking.
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Affiliation(s)
- Daniel B Larach
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jennifer F Waljee
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Mark C Bicket
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Chad M Brummett
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Stephen Bruehl
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Smid MC, Clifton RG, Rood K, Srinivas S, Simhan HN, Casey BM, Longo M, Landau R, MacPherson C, Bartholomew A, Sowles A, Reddy UM, Rouse DJ, Bailit JL, Thorp JM, Chauhan SP, Saade GR, Grobman WA, Macones GA. Optimizing Opioid Prescription Quantity After Cesarean Delivery: A Randomized Controlled Trial. Obstet Gynecol 2024; 144:195-205. [PMID: 38857509 PMCID: PMC11257794 DOI: 10.1097/aog.0000000000005649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Accepted: 04/25/2024] [Indexed: 06/12/2024]
Abstract
OBJECTIVE To test whether an individualized opioid-prescription protocol (IOPP) with a shared decision-making component can be used without compromising postcesarean pain management. METHODS In this multicenter randomized controlled noninferiority trial, we compared IOPP with shared decision making with a fixed quantity of opioid tablets at hospital discharge. We recruited at 31 centers participating in the Eunice Kennedy Shriver National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network. Study participants had uncomplicated cesarean births. Follow-up occurred through 12 weeks postdischarge. Individuals with complicated cesarean births or history of opioid use in the pregnancy were excluded. Participants were randomized 1:1 to IOPP with shared decision making or fixed quantity (20 tablets of 5 mg oxycodone). In the IOPP group, we calculated recommended tablet quantity based on opioid use in the 24 hours before discharge. After an educational module and shared decision making, participants selected a quantity of discharge tablets (up to 20). The primary outcome was moderate to severe pain (score 4 or higher [possible range 0-10]) on the BPI (Brief Pain Inventory) at 1 week after discharge. A total sample size of 5,500 participants was planned to assess whether IOPP with shared decision making was not inferior to the fixed quantity of 20 tablets. RESULTS From September 2020 to March 2022, 18,990 individuals were screened and 5,521 were enrolled (n=2,748 IOPP group, n=2,773 fixed-quantity group). For the primary outcome, IOPP with shared decision making was not inferior to fixed quantity (59.5% vs 60.1%, risk difference 0.67%; 95% CI, -2.03% to 3.37%, noninferiority margin -5.0) and resulted in significantly fewer tablets received (median 14 [interquartile range 4-20] vs 20, P <.001) through 90 days postpartum. CONCLUSION Compared with fixed quantity, IOPP with shared decision making was noninferior for outpatient postcesarean analgesia at 1 week postdischarge and resulted in fewer prescribed opioid tablets at discharge. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov, NCT04296396.
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Affiliation(s)
- Marcela C Smid
- Departments of Obstetrics and Gynecology, University of Utah Health Sciences Center, Salt Lake City, Utah, The Ohio State University, Columbus, Ohio, University of Pennsylvania, Philadelphia, Pennsylvania, University of Pittsburgh, Pittsburgh, Pennsylvania, University of Alabama at Birmingham, Birmingham, Alabama, Brown University, Providence, Rhode Island, Columbia University, New York, New York, University of Texas Medical Branch, Galveston, Texas, MetroHealth Medical Center, Case Western Reserve University, Cleveland, Ohio, University of Texas Health Science Center at Houston, Children's Memorial Hermann Hospital, Houston, Texas, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, Northwestern University, Chicago, Illinois, and University of Texas at Austin, Austin, Texas; the Department of Anesthesiology, Columbia University, New York, New York; the George Washington University Biostatistics Center, Washington, DC; and the Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland
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Hart K, Medvecz AJ, Vaidya A, Dusetzina S, Leech AA, Wiese AD. Opioid and non-opioid analgesic regimens after fracture and risk of serious opioid-related events. Trauma Surg Acute Care Open 2024; 9:e001364. [PMID: 39021730 PMCID: PMC11253739 DOI: 10.1136/tsaco-2024-001364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 05/31/2024] [Indexed: 07/20/2024] Open
Abstract
Background Non-opioid analgesics are prescribed in combination with opioids among patients with long bone fracture to reduce opioid prescribing needs, yet evidence is limited on whether they reduce the risk of serious opioid-related events (SOREs). We compared the risk of SOREs among hospitalized patients with long bone fracture discharged with filled opioid prescriptions, with and without non-opioid analgesics. Design We identified a retrospective cohort of analgesic-naïve adult patients with a long bone fracture hospitalization using the Merative MarketScan Commercial Database (2013-2020). The exposure was opioid and non-opioid analgesic (gabapentinoids, muscle relaxants, non-steroidal anti-inflammatory drugs, acetaminophen) prescriptions filled in the 3 days before through 42 days after discharge. The outcome was the development of new persistent opioid use or opioid use disorder during follow-up (day 43 through day 408 after discharge). We used Cox proportional hazards regression with inverse probability of treatment weighting with overlap trimming to compare outcomes among those that filled an opioid and a non-opioid analgesic to those that filled only an opioid analgesic. In secondary analyses, we used separate models to compare those that filled a prescription for each specific non-opioid analgesic type with opioids to those that filled only opioids. Results Of 29 489 patients, most filled an opioid prescription alone (58.4%) or an opioid and non-opioid (22.0%). In the weighted proportional hazards regression model accounting for relevant covariates and total MME, filling both a non-opioid analgesic and an opioid analgesic was associated with 1.63 times increased risk of SOREs compared with filling an opioid analgesic only (95% CI 1.41 to 1.89). Filling a gabapentin prescription in combination with an opioid was associated with an increased risk of SOREs compared with those that filled an opioid only (adjusted HR: 1.84 (95% CI1.48 to 2.27)). Conclusions Filling a non-opioid analgesic in combination with an opioid was associated with an increased risk of SOREs after long bone fracture. Level of evidence Level III, prognostic/epidemiological. Study type Retrospective cohort study.
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Affiliation(s)
- Kyle Hart
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Andrew J Medvecz
- Department of Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Avi Vaidya
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Stacie Dusetzina
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ashley A Leech
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Andrew D Wiese
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Li L, Chang Y, Smith NA, Losina E, Costenbader KH, Laidlaw TM. Nonsteroidal anti-inflammatory drug "allergy" labeling is associated with increased postpartum opioid utilization. J Allergy Clin Immunol 2024; 153:772-779.e4. [PMID: 38040042 PMCID: PMC10939859 DOI: 10.1016/j.jaci.2023.11.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND Current guidelines recommend a stepwise approach to postpartum pain management, beginning with acetaminophen and nonsteroidal anti-inflammatory drugs (NSAIDs), with opioids added only if needed. Report of a prior NSAID-induced adverse drug reaction (ADR) may preclude use of first-line analgesics, despite evidence that many patients with this allergy label may safely tolerate NSAIDs. OBJECTIVE We assessed the association between reported NSAID ADRs and postpartum opioid utilization. METHODS We performed a retrospective cohort study of birthing people who delivered within an integrated health system (January 1, 2017, to December 31, 2020). Study outcomes were postpartum inpatient opioid administrations and opioid prescriptions at discharge. Statistical analysis was performed on a propensity score-matched sample, which was generated with the goal of matching to the covariate distributions from individuals with NSAID ADRs. RESULTS Of 38,927 eligible participants, there were 883 (2.3%) with an NSAID ADR. Among individuals with reported NSAID ADRs, 49.5% received inpatient opioids in the postpartum period, compared to 34.5% of those with no NSAID ADRs (difference = 15.0%, 95% confidence interval 11.4-18.6%). For patients who received postpartum inpatient opioids, those with NSAID ADRs received a higher total cumulative dose between delivery and hospital discharge (median 30.0 vs 22.5 morphine milligram equivalents [MME] for vaginal deliveries; median 104.4 vs 75.0 MME for cesarean deliveries). The overall proportion of patients receiving an opioid prescription at the time of hospital discharge was higher for patients with NSAID ADRs compared to patients with no NSAID ADRs (39.3% vs 27.2%; difference = 12.1%, 95% confidence interval 8.6-15.6%). CONCLUSION Patients with reported NSAID ADRs had higher postpartum inpatient opioid utilization and more frequently received opioid prescriptions at hospital discharge compared to those without NSAID ADRs, regardless of mode of delivery.
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Affiliation(s)
- Lily Li
- Division of Allergy and Clinical Immunology, Department of Medicine, Brigham and Women's Hospital, Boston, Mass; Harvard Medical School, Boston, Mass.
| | - Yuchiao Chang
- Harvard Medical School, Boston, Mass; Division of General Internal Medicine, Massachusetts General Hospital, Boston, Mass
| | - Nicole A Smith
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Brigham and Women's Hospital, Boston, Mass; Harvard Medical School, Boston, Mass
| | - Elena Losina
- Harvard Medical School, Boston, Mass; Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, Mass
| | - Karen H Costenbader
- Harvard Medical School, Boston, Mass; Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital, Boston, Mass
| | - Tanya M Laidlaw
- Division of Allergy and Clinical Immunology, Department of Medicine, Brigham and Women's Hospital, Boston, Mass; Harvard Medical School, Boston, Mass
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Squires NA, Soyemi E, Yee LM, Birch EM, Badreldin N. Content Quality of YouTube Videos About Pain Management After Cesarean Birth: Content Analysis. JMIR INFODEMIOLOGY 2023; 3:e40802. [PMID: 37351938 DOI: 10.2196/40802] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 02/22/2023] [Accepted: 04/12/2023] [Indexed: 06/24/2023]
Abstract
BACKGROUND YouTube is an increasingly common source of health information; however, the reliability and quality of the information are inadequately understood. Several studies have evaluated YouTube as a resource during pregnancy and found the available information to be of poor quality. Given the increasing attention to postpartum health and the importance of promoting safe opioid use after birth, YouTube may be a source of information for birthing individuals. However, little is known about the available information on YouTube regarding postpartum pain. OBJECTIVE The purpose of this study is to systematically evaluate the quality of YouTube videos as an educational resource for postpartum cesarean pain management. METHODS A systematic search of YouTube videos was conducted on June 25, 2021, using 36 postpartum cesarean pain management-related keywords, which were identified by clinical experts. The search replicated a default YouTube search via a public account. The first 60 results from each keyword search were reviewed, and unique videos were analyzed. An overall content score was developed based on prior literature and expert opinion to evaluate the video's relevance and comprehensiveness. The DISCERN instrument, a validated metric to assess consumer health information, was used to evaluate the reliability of video information. Videos with an overall content score of ≥5 and a DISCERN score of ≥39 were classified as high-quality health education resources. Descriptive analysis and intergroup comparisons by video source and quality were conducted. RESULTS Of 73 unique videos, video sources included medical videos (n=36, 49%), followed by personal video blogs (vlogs; n=32, 44%), advertisements (n=3, 4%), and media (n=2, 3%). The average overall content score was 3.6 (SD 2.0) out of 9, and the average DISCERN score was 39.2 (SD 8.1) out of 75, indicating low comprehensiveness and fair information reliability, respectively. High-quality videos (n=22, 30%) most frequently addressed overall content regarding pain duration (22/22, 100%), pain types (20/22, 91%), return-to-activity instructions (19/22, 86%), and nonpharmacologic methods for pain control (19/22, 86%). There were differences in the overall content score (P=.02) by video source but not DISCERN score (P=.45). Personal vlogs had the highest overall content score at 4.0 (SD 2.1), followed by medical videos at 3.3 (SD 2.0). Longer video duration and a greater number of comments and likes were significantly correlated with the overall content score, whereas the number of video comments was inversely correlated with the DISCERN score. CONCLUSIONS Individuals seeking information from YouTube regarding postpartum cesarean pain management are likely to encounter videos that lack adequate comprehensiveness and reliability. Clinicians should counsel patients to exercise caution when using YouTube as a health information resource.
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Affiliation(s)
- Natalie A Squires
- Department of Obstetrics and Gynecology, New York Presbyterian Hospital Weill Cornell Medical Center, New York, NY, United States
| | - Elizabeth Soyemi
- Illinois Math and Science Academy, Aurora, IL, United States
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Lynn M Yee
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Eleanor M Birch
- Department of Emergency Medicine, Madigan Army Medical Center, Joint Base Lewis-McChord, WA, United States
| | - Nevert Badreldin
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
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Wisotzkey AK, Leech AA, Graves CR, Zhu Y, Carpenter HL, Dawoud FM, Iwelu CC, Pourali SP, Osmundson SS. Obstetrical clinician opioid prescribing perspectives after cesarean delivery in Tennessee. Am J Obstet Gynecol MFM 2023; 5:100835. [PMID: 36509357 PMCID: PMC10170395 DOI: 10.1016/j.ajogmf.2022.100835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/23/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022]
Affiliation(s)
- Anna K Wisotzkey
- Department of Health Policy, Vanderbilt University School of Medicine, 2525 West End Ave., Ste. 1275, Nashville, TN 37203.
| | - Ashley A Leech
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, TN; Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, TN
| | - Cornelia R Graves
- Department of Obstetrics and Gynecology, University of Tennessee Health Science Center, Nashville, TN; Division of Perinatal Services, Ascension Saint Thomas Health, Nashville, TN
| | - Yuwei Zhu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | | | - Febronia M Dawoud
- James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN
| | - Chibuzor C Iwelu
- Department of Obstetrics and Gynecology, University of Tennessee Health Science Center, Nashville, TN
| | | | - Sarah S Osmundson
- Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, TN; Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN
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Pauley AM, Leonard KS, Cumbo N, Teti IF, Pauli JM, Satti M, Stephens M, Corr T, Roeser RW, Legro RS, Mackeen AD, Bailey-Davis L, Downs DS. Women's beliefs of pain after childbirth: Critical insight for promoting behavioral strategies to regulate pain and reduce risks for maternal mortality. PATIENT EDUCATION AND COUNSELING 2023; 107:107570. [PMID: 36410313 PMCID: PMC9789185 DOI: 10.1016/j.pec.2022.11.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 10/24/2022] [Accepted: 11/11/2022] [Indexed: 05/17/2023]
Abstract
OBJECTIVE Promoting behavioral strategies to better regulate pain and decrease the use of prescription pain medications immediately after childbirth is an attractive approach to reduce risks for adverse outcomes associated with the maternal mortality crisis. This study aimed to understand women's beliefs and experiences about pain management to identify important insights for promoting behavioral strategies to control postpartum pain. METHODS N = 32 postpartum women participated in a semi-structured interview about beliefs/experiences with managing postpartum pain. Higher- and lower-order themes were coded; descriptive statistics were used to summarize results. RESULTS Major trends emerging from the data were: (1) most women used a combination of medications (e.g., oxycodone and acetaminophen) and behavioral strategies (e.g., physical activity) in the hospital (94 %) and at discharge (83 %); (2) some women reported disadvantages like negative side effects of medications and fatigue from physical activity; and (3) some women reported they would have preferred to receive more evidence-based education on behavioral strategies during prenatal visits. CONCLUSION Our findings showed that most women were prescribed medications while in the hospital and at discharge, and used non-prescription, behavioral strategies. PRACTICAL IMPLICATIONS Future research is needed to test behavioral strategies in randomized clinical trials and clinical care settings to identify impact on reducing adverse maternal health outcomes.
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Affiliation(s)
- Abigail M Pauley
- Department of Kinesiology, The Pennsylvania State University, 276 Recreation Building, University Park, PA 16802, United States.
| | - Krista S Leonard
- Department of Kinesiology, The Pennsylvania State University, 276 Recreation Building, University Park, PA 16802, United States
| | - Nicole Cumbo
- Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, United States
| | - Isabella F Teti
- Department of Kinesiology, The Pennsylvania State University, 276 Recreation Building, University Park, PA 16802, United States
| | - Jaimey M Pauli
- Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, United States
| | - Mohamed Satti
- Department of Obstetrics & Gynecology, Division of Maternal-Fetal Medicine, Geisinger, Danville, PA, United States
| | - Mark Stephens
- Department of Family and Community Medicine, Penn State College of Medicine, University Park, PA 16802, United States
| | - Tammy Corr
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, Penn State Milton S. Hershey Medical Center, Penn State College of Medicine, Hershey, PA 17033, United States
| | - Robert W Roeser
- Department of Health and Human Development, Pennsylvania State University, University Park, PA 16802, United States
| | - Richard S Legro
- Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, United States
| | - A Dhanya Mackeen
- Department of Obstetrics & Gynecology, Division of Maternal-Fetal Medicine, Geisinger, Danville, PA, United States
| | - Lisa Bailey-Davis
- Department of Epidemiology and Health Services Research, Geisinger, Danville, PA, United States
| | - Danielle Symons Downs
- Department of Kinesiology, The Pennsylvania State University, 276 Recreation Building, University Park, PA 16802, United States; Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, United States
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