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BACKGROUND: Women's preferred mode of birth during pregnancy is predictive of their actual mode of birth. Digital prenatal care services are a promising method for educating women on mode of birth to reduce elective cesareans. This study aimed to evaluate the influence of digital health on the association between birth preference and mode of birth. METHODS: Data come from 5409 pregnant women enrolled in a digital platform for women's and family health. Multi-trajectory modeling identified trajectories of digital health usage throughout pregnancy. Adjusted logistic regression models tested associations between birth preferences and mode of birth. The modifying effect of digital health usage on the association between birth preference and mode of birth was assessed on the multiplicative scale. RESULTS: Four distinct trajectories of digital service usage were identified and labeled as: (1) baseline users (52%): the reference group; (2) just-in timers (16%): high usage during the third trimester; (3) learners (26%): high educational resource usage (e.g., articles and classes) throughout pregnancy; and (4) super users (6%): high usage of both education and care resources throughout pregnancy. Overall, preferred mode of birth at enrollment was predictive of actual mode of birth; however, digital health usage moderated this association, whereby super users and learners who preferred a cesarean at enrollment were more likely to deliver vaginally, compared to baseline users who preferred a cesarean. CONCLUSION: For the increasing proportion of women considering an elective cesarean, education through a prenatal digital health platform may help to encourage vaginal birth and reduce cesarean births.
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BACKGROUND: We describe variation in postpartum opioid prescribing across a statewide quality collaborative and assess the proportion due to practitioner and hospital characteristics. METHODS: We assessed postpartum prescribing data from nulliparous, term, singleton, vertex births between January 2020 and June 2021 included in the clinical registry of a statewide obstetric quality collaborative funded by Blue Cross Blue Shield of Michigan. Data were summarized using descriptive statistics. Mixed effect logistic regression and linear models adjusted for patient characteristics and assessed practitioner- and hospital-level predictors of receiving a postpartum opioid prescription and prescription size. Relative contributions of practitioner and hospital characteristics were assessed using the intraclass correlation coefficient. RESULTS: Of 40,589 patients birthing at 68 hospitals, 3.0% (872/29,412) received an opioid prescription after vaginal birth and 87.8% (9812/11,177) received one after cesarean birth, with high variation across hospitals. In adjusted models, the strongest patient-level predictors of receiving a prescription were cesarean birth (aOR 899.1, 95% CI 752.8-1066.7) and third-/fourth-degree perineal laceration (aOR 25.7, 95% CI 17.4-37.9). Receiving care from a certified nurse-midwife (aOR 0.63, 95% CI 0.48-0.82) or family medicine physician (aOR 0.60, 95%CI 0.39-0.91) was associated with lower prescribing rates. Hospital-level predictors included receiving care at hospitals with <500 annual births (aOR 4.07, 95% CI 1.61-15.0). A positive safety culture was associated with lower prescribing rates (aOR 0.37, 95% CI 0.15-0.88). Much of the variation in postpartum prescribing was attributable to practitioners and hospitals (prescription receipt: practitioners 25.1%, hospitals 12.1%; prescription size: practitioners 5.4%, hospitals: 52.2%). DISCUSSION: Variation in postpartum opioid prescribing after birth is high and driven largely by practitioner- and hospital-level factors. Opioid stewardship efforts targeted at both the practitioner and hospital level may be effective for reducing opioid prescribing harms.
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Analgésicos Opioides , Período Pós-Parto , Padrões de Prática Médica , Humanos , Feminino , Analgésicos Opioides/uso terapêutico , Gravidez , Adulto , Padrões de Prática Médica/estatística & dados numéricos , Michigan , Hospitais/estatística & dados numéricos , Prescrições de Medicamentos/estatística & dados numéricos , Modelos Logísticos , Cesárea/estatística & dados numéricos , Qualidade da Assistência à SaúdeRESUMO
Importance: Opioid medications are commonly prescribed for the management of acute postoperative pain. In light of increasing awareness of the potential risks of opioid prescribing, data are needed to define the procedures and populations for which most opioid prescribing occurs. Objective: To identify the surgical procedures accounting for the highest proportion of opioids dispensed to adults after surgery in the United States. Design, Setting, and Participants: This cross-sectional analysis of the 2020-2021 Merative MarketScan Commercial and Multi-State Databases, which capture medical and pharmacy claims for 23 million and 14 million annual privately insured patients and Medicaid beneficiaries, respectively, included surgical procedures for individuals aged 18 to 64 years with a discharge date between December 1, 2020, and November 30, 2021. Procedures were identified using a novel crosswalk between 3664 Current Procedural Terminology codes and 1082 procedure types. Data analysis was conducted from November to December 2023. Main Outcomes and Measures: The total amount of opioids dispensed within 3 days of discharge from surgery across all procedures in the sample, as measured in morphine milligram equivalents (MMEs), was calculated. The primary outcome was the proportion of total MMEs attributable to each procedure type, calculated separately among procedures for individuals aged 18 to 44 years and those aged 45 to 64 years. Results: Among 1â¯040â¯934 surgical procedures performed (mean [SD] age of patients, 45.5 [13.3] years; 663â¯609 [63.7%] female patients), 457â¯016 (43.9%) occurred among individuals aged 18 to 44 years and 583â¯918 (56.1%) among individuals aged 45 to 64 years. Opioid prescriptions were dispensed for 503â¯058 procedures (48.3%). Among individuals aged 18 to 44 years, cesarean delivery accounted for the highest proportion of total MMEs dispensed after surgery (19.4% [11â¯418â¯658 of 58â¯825â¯364 MMEs]). Among individuals aged 45 to 64 years, 4 of the top 5 procedures were common orthopedic procedures (eg, arthroplasty of knee, 9.7% of total MMEs [5â¯885â¯305 of 60â¯591â¯564 MMEs]; arthroscopy of knee, 6.5% [3â¯912â¯616 MMEs]). Conclusions and Relevance: In this cross-sectional study of the distribution of postoperative opioid prescribing in the United States, a small number of common procedures accounted for a large proportion of MMEs dispensed after surgery. These findings suggest that the optimal design and targeting of surgical opioid stewardship initiatives in adults undergoing surgery should focus on the procedures that account for the most opioid dispensed following surgery over the life span, such as childbirth and orthopedic procedures. Going forward, systems that provide periodic surveillance of opioid prescribing and associated harms can direct quality improvement initiatives to reduce opioid-related morbidity and mortality.
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Analgésicos Opioides , Dor Pós-Operatória , Alta do Paciente , Padrões de Prática Médica , Humanos , Analgésicos Opioides/uso terapêutico , Adulto , Feminino , Pessoa de Meia-Idade , Masculino , Estudos Transversais , Dor Pós-Operatória/tratamento farmacológico , Padrões de Prática Médica/estatística & dados numéricos , Alta do Paciente/estatística & dados numéricos , Estados Unidos , Adolescente , Adulto Jovem , Prescrições de Medicamentos/estatística & dados numéricos , Procedimentos Cirúrgicos Operatórios/estatística & dados numéricosRESUMO
Objective: The aim of this study is to develop a core outcome set for the frequency and modality of prenatal care visits. Material and Methods: A consensus development study was conducted in the United States with participants, including 31 health care professionals, 12 public policy members or public health payers, and 18 public members, representing 24 states. A modified Delphi method and modified nominal group technique were utilized. Results: Twenty-one potential core outcomes were developed by combining the outcomes reported in three systematic reviews that evaluated the frequency of prenatal care visits or modality of prenatal visit type (e.g., in person, telemedicine, or hybrids of both). Eighteen consensus outcomes were identified from the Delphi process, following which 10 maternal and 4 neonatal outcomes were agreed at the consensus development meeting. Maternal core outcomes include maternal quality of life; maternal mental health outcomes; the experience of maternity care; lost time; attendance of recommended visits; unplanned care utilization; completion of the American College of Obstetricians and Gynecologists-recommended services; diagnosis of obstetric complications-proportion and timing; disparities in care outcomes; and severe maternal morbidity or mortality. Neonatal core outcomes include gestational age at birth, birth weight, stillbirth or perinatal death, and neonatal intensive care unit admissions. Conclusions: The core outcome set for the frequency and modality of prenatal visits should be utilized in forthcoming randomized controlled trials and systematic reviews. Such application will warrant that in future research, consistent reporting will enrich care and improve outcomes. Clinical Trial Registration number: 2021.