Drivers of variation in postpartum opioid prescribing across hospitals participating in a statewide maternity care quality collaborative.

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.

Implementation and Clinical Impact of a Guideline for Standardized, Evidence-Based Induction of Labor.

OBJECTIVE: This study aimed to assess the impact of implementation of an induction of labor (IOL) guideline on IOL length and utilization of evidence-based practices. STUDY DESIGN: We conducted a quality improvement project to increase utilization of three evidence-based IOL practices: combined agent ripening, vaginal misoprostol, and early amniotomy. Singletons with intact membranes and cervical dilation ≤2 cm admitted for IOL were included. Primary outcome was IOL length. Secondary outcomes included cesarean delivery and practice utilization. We compared preimplementation (PRE; November 1, 2021 through January 31, 2022) to postimplementation (POST; March 1, 2022 through April 30, 2022) with sensitivity analyses by self-reported race and ethnicity. Cox proportional hazards models and logistic regression were used to test the association between period and outcomes. RESULTS: Among 495 birthing people (PRE, n = 293; POST, n = 202), IOL length was shorter POST (22.0 vs. 18.3 h, p = 0.003), with faster time to delivery (adjusted hazard ratio [aHR] 1.38, 95% CI 1.15-1.66), more birthing people delivered within 24 hours (57 vs. 68.8%, adjusted odds ratio [aOR] 1.90 [95% CI 1.25-2.89]), and no difference in cesarean. Utilization of combined agent ripening (31.1 vs. 42.6%, p = 0.009), vaginal misoprostol (34.5 vs. 68.3%, p < 0.001), and early amniotomy (19.1 vs. 31.7%, p = 0.001) increased POST. CONCLUSION: Implementation of an evidence-based IOL guideline is associated with shorter induction time. Additional implementation efforts to increase adoption of practices are needed to optimize outcomes after IOL. KEY POINTS: · Implementation of an IOL guideline is associated with faster time to delivery.. · Evidence-based induction practices were used more often after guideline implementation.. · Adoption of evidence-based induction practices is variable even with a guideline..

Abortion Policy in the United States: The New Legal Landscape and Its Threats to Health and Socioeconomic Well-Being.

Policy Points The historic 2022 Supreme Court Dobbs v Jackson Women's Health Organization decision has created a new public policy landscape in the United States that will restrict access to legal and safe abortion for a significant proportion of the population. Policies restricting access to abortion bring with them significant threats and harms to health by delaying or denying essential evidence-based medical care and increasing the risks for adverse maternal and infant outcomes, including death. Restrictive abortion policies will increase the number of children born into and living in poverty, increase the number of families experiencing serious financial instability and hardship, increase racial inequities in socioeconomic security, and put significant additional pressure on under-resourced social welfare systems.

Statewide geographic variation in hysterectomy approach for pelvic organ prolapse: a county-level analysis.

BACKGROUND: There are no definitive guidelines for surgical treatment of pelvic organ prolapse. Previous data suggests geographic variation in apical repair rates in health systems throughout the United States. Such variation can reflect lack of standardized treatment pathways. An additional area of variation for pelvic organ prolapse repair may be hysterectomy approach which could not only influence concurrent repair procedures, but also healthcare utilization. OBJECTIVE: This study aimed to examine statewide geographic variation in surgical approach of hysterectomy for prolapse repair and concurrent use of colporrhaphy and colpopexy. STUDY DESIGN: We conducted a retrospective analysis of Blue Cross Blue Shield, Medicare, and Medicaid fee-for-service insurance claims for hysterectomies performed for prolapse in Michigan between October 2015 and December 2021. Prolapse was identified with International Classification of Disease Tenth Revision codes. The primary outcome was variation in surgical approach for hysterectomy as determined by Current Procedural Terminology code (vaginal, laparoscopic, laparoscopic assisted vaginal, or abdominal) on a county level. Patient home address zip codes were used to determine county of residence. A hierarchical multivariable logistic regression model with vaginal approach as the dependent variable and county-level random effects was estimated. Patient attributes, including age, comorbidities (diabetes mellitus, chronic obstructive pulmonary disease, congestive heart failure, morbid obesity), concurrent gynecologic diagnoses, health insurance type, and social vulnerability index were used as fixed-effects. To estimate variation between counties in vaginal hysterectomy rates, a median odds ratio was calculated. RESULTS: There were 6974 hysterectomies for prolapse representing 78 total counties that met eligibility criteria. Of these, 2865 (41.1%) underwent vaginal hysterectomy, 1119 (16.0%) underwent laparoscopic assisted vaginal hysterectomy, and 2990 (42.9%) underwent laparoscopic hysterectomy. The proportion of vaginal hysterectomy across 78 counties ranged from 5.8% to 86.8%. The median odds ratio was 1.86 (95% credible interval, 1.33-3.83), consistent with a high level of variation. Thirty-seven counties were considered statistical outliers because the observed proportion of vaginal hysterectomy was outside the predicted range (as defined by confidence intervals of the funnel plot). Vaginal hysterectomy was associated with higher rates of concurrent colporrhaphy than laparoscopic assisted vaginal hysterectomy or laparoscopic hysterectomy (88.5% vs 65.6% vs 41.1%, respectively; P<.001) and lower rates of concurrent colpopexy (45.7% vs 51.7% vs 80.1%, respectively; P<.001). CONCLUSION: This statewide analysis reveals a significant level of variation in the surgical approach for hysterectomies performed for prolapse. The variation in surgical approach for hysterectomy may help account for high rates of variation in concurrent procedures, especially apical suspension procedures. These data highlight how geographic location may influence the surgical procedures a patient undergoes for uterine prolapse.

Financial outcomes after pediatric critical illness among commercially insured families.

Critical illness results in subjective financial distress for families, but little is known about objective caregiver finances after a child's pediatric intensive care unit (PICU) hospitalization. Using statewide commercial insurance claims linked to cross-sectional commercial credit data, we identified caregivers of children with PICU hospitalizations in January-June 2020 and January-June 2021. Credit data included delinquent debt, debt in collections (medical and non-medical), low credit score (< 660), and a composite of any debt or poor credit and were measured in January 2021 for all caregivers. For the 2020 cohort ("post-PICU"), credit outcomes in January 2021 were measured at least 6 months following PICU hospitalization and reflect financial status after the hospitalization. For the 2021 cohort (comparison), financial outcomes were measured prior to their child's PICU hospitalization and therefore reflect pre-hospitalization financial status. We identified 2032 caregivers, 1017 post-PICU caregivers and 1015 comparison cohort caregivers, of which 1016 and 1014 were matched to credit data, respectively. Post-PICU caregivers had higher adjusted odds of having any delinquent debt [aOR 1.25; 95%CI 1.02-1.53; p = 0.03] and having a low credit score [aOR 1.29; 95%CI 1.06-1.58; p = 0.01]. However, there was no difference in the amount of delinquent debt or debt in collections among those with nonzero debt. Overall, 39.5% and 36.5% of post-PICU and comparator caregivers, respectively, had delinquent debt, debt in collections or poor credit. Many caregivers of critically ill children have financial debt or poor credit during hospitalization and post-discharge. However, caregivers may be at higher risk for poor financial status following their child's critical illness.

Retrospective Use of Patients' Characteristics to Assess Variation in Prenatal Care Utilization.

OBJECTIVE: We used patients' medical and psychosocial risk factors to explore prenatal care utilization and health outcomes to inform prenatal care tailoring. STUDY DESIGN: This retrospective cohort study assessed patients who gave birth at an academic institution from January 1 to December 31, 2018, using electronic health record (EHR) data. Patients were categorized into four phenotypes based on medical/psychosocial risk factors available in the EHR: Completely low risk; High psychosocial risk only; High medical risk only; and Completely high risk. We examined patient characteristics, visit utilization, nonvisit utilization (e.g., phone calls), and outcomes (e.g., preterm birth, preeclampsia) across groups. RESULTS: Of 4,681 patients, the majority were age 18 to 35 (3,697, 79.0%), White (3,326, 70.9%), multiparous (3,263, 69.7%), and Completely high risk (2,752, 58.8%). More Black and Hispanic patients had psychosocial risk factors than White patients. Patients with psychosocial risk factors had fewer prenatal visits (10, interquartile range [IQR]: 8-12) than those without (11, IQR: 9-12). Patients with psychosocial risk factors experienced less time in prenatal care, more phone calls, and fewer EHR messages across the same medical risk group. Rates of preterm birth and gestational hypertension were incrementally higher with additional medical/psychosocial risk factors. CONCLUSION: Data readily available in the EHR can assess the compounding influence of medical/psychosocial risk factor on patients' care utilization and outcomes. KEY POINTS: · Medical and psychosocial needs in pregnancy can inform patient phenotypes and are associated with prenatal care use and outcomes.. · Patient phenotypes are associated with prenatal care use and outcomes.. · Patients with high psychosocial risk spent less time in prenatal care and had more phone calls in pregnancy.. · Tailored prenatal care models may proactively address differences in patient's needs..

Feasibility and acceptability of a toolkit-based process to implement patient-centered, immediate postpartum long-acting reversible contraception services.

BACKGROUND: National guidelines recommend that maternity systems provide patient-centered access to immediate postpartum long-acting reversible contraception (ie, insertion of an intrauterine device or implant during the delivery hospitalization). Hospitals face significant barriers to offering these services, and efforts to improve peripartum contraception care quality have met with mixed success. Implementation toolkits-packages of resources and strategies to facilitate the implementation of new services-are a promising approach for guiding clinical practice change. OBJECTIVE: This study aimed to develop a theory-informed toolkit, evaluate the feasibility of toolkit-based implementation of immediate postpartum long-acting reversible contraception care in a single site, and refine the toolkit and implementation process for future effectiveness testing. STUDY DESIGN: We conducted a single-site feasibility study of the toolkit-based implementation of immediate postpartum contraception services at a large academic medical center in 2017 to 2020. Based on previous qualitative work, we developed a theory-informed implementation toolkit. A stakeholder panel selected toolkit resources to use in a multicomponent implementation intervention at the study site. These resources included tools and strategies designed to optimize implementation conditions (ie, implementation leadership, planning, and evaluation; the financial environment; engagement of key stakeholders; patient needs; compatibility with workflow; and clinician and staff knowledge, skills, and attitudes). The implementation intervention was executed from January 2018 to April 2019. Study outcomes included implementation outcomes (ie, provider perceptions of the implementation process and implementation tools [assessed via online provider survey]) and healthcare quality outcomes (ie, trends in prenatal contraceptive counseling, trends in immediate postpartum long-acting reversible contraceptive utilization [both ascertained by institutional administrative data], and the patient experience of contraceptive care [assessed via serial, cross-sectional, online patient survey items adapted from the National Quality Forum-endorsed, validated Person-Centered Contraceptive Counseling measure]). RESULTS: In the implementation process, among 172 of 401 eligible clinicians (43%) participating in surveys, 70% were "extremely" or "somewhat" satisfied with the implementation process overall. In the prenatal contraceptive counseling, among 4960 individuals undergoing childbirth at the study site in 2019, 1789 (36.1%) had documented prenatal counseling about postpartum contraception. Documented counseling rates increased overall throughout 2019 (Q1, 12.5%; Q4, 51.0%) but varied significantly by clinic site (Q4, range 30%-79%). Immediate postpartum long-acting reversible contraception utilization increased throughout the study period (before implementation, 5.46% of deliveries; during implementation, 8.95%; after implementation, 8.58%). In the patient experience of contraceptive care, patient survey respondents (response rate, 15%-29%) were largely White (344/425 [81%]) and highly educated (309/425 [73%] with at least a 4-year college degree), reflecting the study site population. Scores were poor across settings, with modest improvements in the hospital setting from 2018 to 2020 (prenatal visits, 67%-63%; hospitalization, 45%-58%; outpatient after delivery, 69%-65%). Based on these findings, toolkit refinements included additional resources designed to routinize prenatal contraceptive counseling and support a more patient-centered experience of contraceptive care. CONCLUSION: A toolkit-based process to implement immediate postpartum long-acting reversible contraceptive services at a single academic center was associated with high acceptability but mixed healthcare quality outcomes. Toolkit resources were added to optimize counseling rates and the patient experience of contraceptive care. Future research should formally test the effectiveness of the refined toolkit in a multisite, prospective trial.

From Research to Practice in OBGYN: How to Critically Interpret Studies in Implementation.

There is a growing body of research that addresses implementation-focused questions within obstetrics and gynecology. With this document, we provide clinicians with the necessary tools to critically read and interpret literature evaluating an implementation endeavor. We describe the process of implementation research, as well as common study designs and outcomes. Furthermore, we detail pitfalls in the design and analysis of implementation studies, using examples within obstetrics and gynecology. Armed with this knowledge, clinicians may better be able to translate a paper on implementation into improvement efforts in their own clinical practice setting.

Cost sharing, postpartum contraceptive use, and short interpregnancy interval rates among commercially insured women.

BACKGROUND: Increasing access to effective birth control after childbirth may meet many women's preferences and reduce short interpregnancy interval rates. Eliminating out-of-pocket costs for contraception has been reported to increase the use of the most effective methods among women with employer-based insurance, but the prevalence and effects of patient cost sharing for contraception have not been studied during the postpartum period. OBJECTIVE: This study aimed to examine the association between cost sharing for long-acting reversible contraception and postpartum contraception use patterns and pregnancies in the 12 months after delivery. STUDY DESIGN: We conducted a retrospective cohort analysis of commercially insured women undergoing childbirth from 2014 to 2018 using Optum's (Eden Prairie, MN) de-identified Clinformatics Data Mart database. This large national database includes nonretired employees and their dependents who are enrolled in health insurance plans sponsored by large- or medium-sized US-based employers. Women with 12 months of continuous enrollment postpartum were included. Childbirth, pregnancy, and contraceptive method (female sterilization, long-acting reversible contraceptives, other hormonal methods, and no prescription method observed) were identified using claims data. Contraceptive use patterns were observed at 3, 6, and 12 months postpartum and adjusted for individual and plan characteristics. Median out-of-pocket costs were $0 for sterilization and other hormonal methods but nonzero for long-acting reversible contraception. We therefore used simple and multivariable logistic regressions to examine the association between plan-level cost sharing (no cost sharing, $0; low cost sharing, >$0-<$200; and high cost sharing, ≥$200 out-of-pocket cost) for any long-acting reversible contraceptive insertion and contraceptive use patterns and short interpregnancy interval rates, controlling for age, household income, race and ethnicity, region, and insurance plan type. RESULTS: Among 25,298 plans with cost sharing data, we identified 172,941 women with continuous enrollment for 12 months postpartum, including 82,500 (47.7%) in no cost sharing, 22,595 (13.1%) in low cost sharing, and 67,846 (39.2%) in high cost sharing plans. The percentage of postpartum women in the study sample using any prescription contraceptive method was 39.5% by 3 months, 43.8% by 6 months, and 46.0% by 12 months. At all time points, postpartum women in no cost sharing plans had a higher predicted probability of long-acting reversible contraceptive use (eg, at 12 months: no cost sharing, 22.0%; low cost-sharing, 17.5%; high cost sharing, 18.3%; P<.001) and a lower predicted probability of no prescription method use (eg, at 12 months: no cost sharing, 51.8%; low cost sharing, 55.0%; high cost sharing, 54.9%; P<.001) than those in low or high cost sharing plans. Predicted probabilities of female sterilization and other hormonal method use did not differ substantively by plan cost sharing for long-acting reversible contraception at any time point. The proportion of women experiencing a short interpregnancy interval was low (1.9% by 3 months, 1.9% by 6 months, 2.0% by 12 months) and did not differ by plan cost sharing for long-acting reversible contraception at any time point. CONCLUSION: Out-of-pocket costs for long-acting reversible contraception influence the method of contraception used by postpartum women with employer-based insurance. Eliminating financial barriers to long-acting reversible contraception access after childbirth may help women initiate their preferred method and increase the use of long-acting reversible contraceptives among interested women who otherwise might utilize less effective methods.

Patient and provider perspectives of a new prenatal care model introduced in response to the coronavirus disease 2019 pandemic.

BACKGROUND: Randomized controlled trials document the safety and efficacy of reduced frequency prenatal visit schedules and virtual visits, but real-world data are lacking. Our institution created a prenatal care delivery model incorporating these alternative approaches to continue safely providing prenatal care during the coronavirus disease 2019 pandemic. OBJECTIVE: To evaluate institutional-level adoption and patient and provider experiences with the coronavirus disease 2019 prenatal care model. STUDY DESIGN: We conducted a single-site evaluation of a coronavirus disease 2019 prenatal care model incorporating a reduced frequency visit schedule and virtual visits deployed at a suburban academic institution on March 20, 2020. We used electronic health record data to evaluate institution-level model adoption, defined as changes in overall visit frequency and proportion of virtual visits in the 3 months before and after implementation. To evaluate the patient and provider experience with the coronavirus disease 2019 model, we conducted an online survey of all pregnant patients (>20 weeks' gestation) and providers in May 2020. Of note, 3 domains of care experience were evaluated: (1) access, (2) quality and safety, and (3) satisfaction. Quantitative data were analyzed with basic descriptive statistics. Free-text responses coded by the 3 survey domains elucidated drivers of positive and negative care experiences. RESULTS: After the coronavirus disease 2019 model adoption, average weekly prenatal visit volume fell by 16.1%, from 898 to 761 weekly visits; the average weekly proportion of prenatal visits conducted virtually increased from 10.8% (97 of 898) to 43.3% (330 of 761); and the average visit no-show rate remained stable (preimplementation, 4.3%; postimplementation, 4.2%). Of those eligible, 74.8% of providers (77 of 103) and 15.0% of patients (253 of 1690) participated in the surveys. Patient respondents were largely white (180 of 253; 71.1%) and privately insured (199 of 253; 78.7%), reflecting the study site population. The rates of chronic conditions and pregnancy complications also differed from national prevalence. Provider respondents were predominantly white (44 of 66; 66.7%) and female (50 of 66; 75.8%). Most patients and almost all providers reported that virtual visits improved access to care (patients, 174 of 253 [68.8%]; providers, 74 of 77 [96.1%]). More than half of respondents (patients, 124 of 253 [53.3%]; providers, 41 of 77 [62.1%]) believed that virtual visits were safe. Nearly all believed that home blood pressure cuffs were important for virtual visits (patients, 213 of 231 [92.2%]; providers, 63 of 66 [95.5%]). Most reported satisfaction with the coronavirus disease 2019 model (patients, 196 of 253 [77.5%]; providers, 64 of 77 [83.1%]). In free-text responses, drivers of positive care experiences were similar for patients and providers and included perceived improved access to care through decreased barriers (eg, transportation, childcare), perceived high quality of virtual visits for low-risk patients and increased safety during the pandemic, and improved satisfaction through better patient counseling. Perceived drivers of negative care experience were also similar for patients and providers, but less common. These included concerns that unequal access to virtual visits could deepen existing maternity care inequities, concerns that the lack of home devices (eg, blood pressure cuffs) would affect care quality and safety, and dissatisfaction with poor patient-provider continuity and inadequate expectation setting for the virtual visit experience. CONCLUSION: Reduced visit schedules and virtual visits were rapidly integrated into real-world care, with positive experiences for many patients and providers. Future research is needed to understand the health outcomes and care experience associated with alternative approaches to prenatal care delivery across more diverse patient populations outside of the coronavirus disease 2019 pandemic to inform broader health policy decisions.

Prenatal care redesign: creating flexible maternity care models through virtual care.

Each year, nearly 4 million pregnant patients in the United States receive prenatal care-a crucial preventive service that improves pregnancy outcomes for mothers and their children. National guidelines currently recommend 12-14 in-person prenatal visits, a schedule that has remained unchanged since 1930. When scrutinizing the standard prenatal visit schedule, it becomes clear that prenatal care is overdue for a redesign. We have strong evidence of the benefits of prenatal services, such as screening for gestational diabetes and maternal vaccination. However, how to deliver these services is not clear. Studies of prenatal services consistently demonstrate that such care can be delivered in fewer than 14 visits and that patients do not need to visit clinics in person to receive all maternity services. Telemedicine has emerged as a promising care delivery option for patients seeking greater flexibility, and early trials leveraging virtual care and remote monitoring have shown positive maternal and fetal outcomes with high patient satisfaction. Our institution has worked for the past year on a new prenatal care pathway. Our initial work assessed the literature, elicited patient perspectives, and captured the insights of experts in patient-centered care delivery. There are 2 key principles that guide prenatal care redesign: (1) design care delivery around essential services, using in-person care for services that cannot be delivered remotely and offering video visits for other essential services, and (2) creation of flexible services for anticipatory guidance and psychosocial support that allow patients to tailor support to meet their needs through opt-in programs. The rise of coronavirus disease 2019 prompted us to extend this early work and rapidly implement a redesigned prenatal care pathway. In this study, we outline our experience in transitioning to a new prenatal care model with 4 in-person visits, 1 ultrasound visit, and 4 virtual visits (the 4-1-4 prenatal plan). We then explore how insights from this implementation can inform patient-centered prenatal care redesign during and beyond the coronavirus disease 2019 pandemic.

The impact of cost sharing on women's use of annual examinations and effective contraception.

BACKGROUND: We sought to describe the relationship between the elimination of out-of-pocket costs and women's use of preventive care office visits and long-acting reversible contraception after accounting for baseline levels of cost sharing. OBJECTIVES: The objective of this analysis was to describe the relationship between the elimination of out-of-pocket costs and utilization of preventive care visits and long-acting reversible contraception insertion while taking baseline cost sharing levels under consideration. STUDY DESIGN: In 2017, we used administrative health plan data to examine changes in out-of-pocket costs and service utilization among 2,172,065 women enrolled in 15,118 employer-based health plans between 2008 and 2015. We used generalized estimating equations to examine utilization patterns. RESULTS: Women in this sample generally had low costs at baseline ($24 and $29 for preventive care visits and long-acting reversible contraception insertion, respectively). The elimination of baseline out-of-pocket costs were related to changes in the utilization of both services but more consistently for contraceptive device placement. Women whose low/moderate out-of-pocket costs were eliminated were more likely to use a preventive care office visit than women with persistent low/moderate costs (odds ratio, 1.05; 95% confidence interval, 1.04-1.05), but women with high out-of-pocket costs had lower utilization rates, even after their costs were eliminated. In contrast, the odds of having a contraceptive device placed was higher among all groups of women when out-of-pocket costs were zero, as compared with women with low/moderate costs. For instance, when compared with women with low/moderate costs, women were less likely to have a contraceptive device inserted (odds ratio, 0.92; 95% confidence interval, 0.86-0.97) when they had high costs but more likely after their costs were eliminated (odds ratio, 1.15; 95% confidence interval, 1.09-1.20). CONCLUSION: Out-of-pocket costs were low prior to the Affordable Care Act. Eliminating costs was associated with increases in preventive service use among those with high levels of cost, but effect sizes were low, suggesting that cost is only 1 barrier. Failing to recognize that cost sharing was already low could cause us to falsely conclude that the elimination of cost sharing was ineffective.

Population-level factors associated with maternal mortality in the United States, 1997-2012.

BACKGROUND: In contrast to peer nations, the United States is experiencing rapid increases in maternal mortality. Trends in individual and population-level demographic factors and health trends may play a role in this change. METHODS: We analyzed state-level maternal mortality for the years 1997-2012 using multilevel mixed-effects regression grouped by state, using publicly available data including whether a state had adopted the 2003 U.S. Standard Certificate of Death, designed to simplify identification of pregnant and recently pregnant decedents. We calculated the proportion of the increase in maternal mortality attributable to specific factors during the study period. RESULTS: Maternal mortality was associated with higher population prevalence of obesity and high school non-completion among women of childbearing age; these factors explained 31.0% and 5.3% of the attributable increase in maternal mortality during the study period, respectively. Among delivering mothers, prevalence of diabetes (17.0%), attending fewer than 10 prenatal visits (4.9%), and African American race (2.0%) were also associated with higher maternal mortality, as was time-varying state adoption of the 2003 death certificate (31.1%). CONCLUSIONS: Our findings indicate that, in addition to better case ascertainment of maternal deaths, adverse changes in chronic diseases, insufficient healthcare access, and social determinants of health represent identifiable risks for maternal mortality that merit prompt attention in population-directed interventions and health policies.

Pregnancy Outcomes in a US Cohort of Transgender People.

This study assesses severe parental morbidity, cesarean deliveries, and preterm births among commercially and publicly insured trans people compared with cisgender people.

Real-Time Data Collection Using Text Messaging in a Primary Care Clinic.

BACKGROUND: The use of text messaging is nearly ubiquitous and represents a promising method of collecting data from diverse populations. INTRODUCTION: The purpose of this study was to assess the feasibility and acceptability of text message surveys in a clinical setting and to describe key lessons to minimize attrition. METHODS: We obtained a convenience sample of individuals who entered the waiting room of a low-income, primary care clinic. Participants were asked to answer between 17 and 30 survey questions on a variety of health-related topics, including both open- and closed-ended questions. Descriptive statistics were used to characterize the participants and determine the response rates. Bivariate analyses were used to identify predictors of incomplete surveys. RESULTS: Our convenience sample consisted of 461 individuals. Of those who attempted the survey, 80% (370/461) completed it in full. The mean age of respondents was 35.4 years (standard deviation = 12.4). Respondents were predominantly non-Hispanic black (42%) or non-Hispanic white (41%), female (75%), and with at least some college education (70%). Of those who completed the survey, 84% (312/370) reported willingness to do another text message survey. Those with incomplete surveys answered a median of nine questions before stopping. Smartphone users were less likely to leave the survey incomplete compared with non-smartphone users (p = 0.004). DISCUSSION: Text-message surveys are a feasible and acceptable method to collect real-time data among low-income, clinic-based populations. Offering participants a setting for immediate survey completion, minimizing survey length, simplifying questions, and allowing "free text" responses for all questions may optimize response rates.