1
|
Scroggins JK, Hulchafo II, Topaz M, Cato K, Barcelona V. Addressing bias in preterm birth research: The role of advanced imputation techniques for missing race and ethnicity in perinatal health data. Ann Epidemiol 2024; 94:120-126. [PMID: 38734192 PMCID: PMC11148634 DOI: 10.1016/j.annepidem.2024.05.003] [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: 01/31/2024] [Revised: 04/24/2024] [Accepted: 05/06/2024] [Indexed: 05/13/2024]
Abstract
OBJECTIVES To evaluate the effectiveness of Bayesian Improved Surname Geocoding (BISG) and Bayesian Improved First Name Surname Geocoding (BIFSG) in estimating race and ethnicity, and how they influence odds ratios for preterm birth. METHODS We analyzed hospital birth admission electronic health records (EHR) data (N = 9985). We created two simulation sets with 40 % of race and ethnicity data missing randomly or more likely for non-Hispanic black birthing people who had preterm birth. We calculated C-statistics to evaluate how accurately BISG and BIFSG estimate race and ethnicity. We examined the association between race and ethnicity and preterm birth using logistic regression and reported odds ratios (OR). RESULTS BISG and BIFSG showed high accuracy for most racial and ethnic categories (C-statistics = 0.94-0.97, 95 % confidence intervals [CI] = 0.92-0.97). When race and ethnicity were not missing at random, BISG (OR = 1.25, CI = 0.97-1.62) and BIFSG (OR = 1.38, CI = 1.08-1.76) resulted in positive estimates mirroring the true association (OR = 1.68, CI = 1.34-2.09) for Non-Hispanic Black birthing people, while traditional methods showed contrasting estimates (Complete case OR = 0.62, CI = 0.41-0.94; multiple imputation OR = 0.63, CI = 0.40-0.98). CONCLUSIONS BISG and BIFSG accurately estimate missing race and ethnicity in perinatal EHR data, decreasing bias in preterm birth research, and are recommended over traditional methods to reduce potential bias.
Collapse
Affiliation(s)
| | | | - Maxim Topaz
- Columbia University School of Nursing, New York, NY, United States; Data Science Institute, Columbia University, New York, NY, United States; Center for Home Care Policy & Research, VNS Health, New York, NY, United States
| | - Kenrick Cato
- University of Pennsylvania School of Nursing, Philadelphia, PA, United States
| | | |
Collapse
|
2
|
Gennaro S, Melnyk BM, Szalacha LA, Gibeau AM, Hoying J, O'Connor CM, Cooper AR, Aviles MM. Effects of Two Group Prenatal Care Interventions on Mental Health: An RCT. Am J Prev Med 2024; 66:797-808. [PMID: 38323949 PMCID: PMC11197933 DOI: 10.1016/j.amepre.2024.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 01/09/2024] [Accepted: 01/09/2024] [Indexed: 02/08/2024]
Abstract
INTRODUCTION Perinatal depression and anxiety cost the U.S. health system $102 million annually and result in adverse health outcomes. Research supports that cognitive behavioral therapy improves these conditions, but barriers to obtaining cognitive behavioral therapy have prevented its success in pregnant individuals. In this study, the impact of a cognitive behavioral therapy-based intervention on anxiety, depression, stress, healthy lifestyle beliefs, and behaviors in pregnant people was examined. STUDY DESIGN This study used a 2-arm RCT design, embedded in group prenatal care, with one arm receiving a cognitive behavioral therapy-based Creating Opportunities for Personal Empowerment program and the other receiving health promotion content. SETTING/PARTICIPANTS Black and Hispanic participants (n=299) receiving prenatal care from 2018 to 2022 in New York and Ohio who screened high on 1 of 3 mental health measures were eligible to participate. INTERVENTION Participants were randomized into the manualized Creating Opportunities for Personal Empowerment cognitive behavioral therapy-based program, with cognitive behavioral skill-building activities delivered by advanced practice nurses in the obstetrical setting. MAIN OUTCOME MEASURES Outcomes included anxiety, depression, and stress symptoms using valid and reliable tools (Generalized Anxiety Disorder scale, Edinburgh Postnatal Depression Scale, and Perceived Stress Scale). The Healthy Lifestyle Beliefs and Behaviors Scales examined beliefs about maintaining a healthy lifestyle and reported healthy behaviors. RESULTS There were no statistically significant differences between groups in anxiety, depression, stress, healthy beliefs, and behaviors. There were significant improvements in all measures over time. There were statistically significant decreases in anxiety, depression, and stress from baseline to intervention end, whereas healthy beliefs and behaviors significantly increased. CONCLUSIONS Both cognitive behavioral therapy and health promotion content embedded in group prenatal care with advanced practice nurse delivery improved mental health and healthy lifestyle beliefs and behaviors at a time when perinatal mood generally worsens. TRIAL REGISTRATION This study is registered with clinicaltrials.gov NCT03416010.
Collapse
Affiliation(s)
- Susan Gennaro
- William F. Connell School of Nursing, Boston College, Chestnut Hill, Massachusetts
| | | | - Laura A Szalacha
- Morsani College of Medicine, University of South Florida, Tampa, Florida
| | | | | | - Caitlin M O'Connor
- William F. Connell School of Nursing, Boston College, Chestnut Hill, Massachusetts.
| | - Andrea R Cooper
- College of Nursing, The Ohio State University, Columbus, Ohio
| | | |
Collapse
|
3
|
Quiray J, Richards E, Navarro-Aguirre Y, Glazer D, Adachi J, Trujillo E, Perera D, Garcia EP, Bhat A. The role of doulas in supporting perinatal mental health - a qualitative study. Front Psychiatry 2024; 15:1272513. [PMID: 38487585 PMCID: PMC10937562 DOI: 10.3389/fpsyt.2024.1272513] [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: 08/04/2023] [Accepted: 02/05/2024] [Indexed: 03/17/2024] Open
Abstract
Objective The perinatal period presents several opportunities to identify and treat perinatal mental health and substance use disorders by integrating into existing care pathways. We aimed to examine the role of birth doulas in supporting their clients' perinatal mental health. Methods Thematic content analysis of focus groups with doulas, and interviews with doula clients was used to characterize the doula-client relationship, investigate whether and how doulas provide mental health and substance use support, and identify barriers and recommendations for doulas to support their clients' mental health. Participants were doula clients from communities underserved due to race, income, language and culture. Results Doulas and clients reported positive relationships, supported by congruence in culture, language, and lived experiences. Doulas varied in their confidence in identifying perinatal mental health problems, though most agreed that doulas could support their clients' mental health to different degrees. Barriers to engaging in perinatal mental health treatments included low perceived need and socio-economic burden. Conclusions With adequate support and training, doulas can play an important role in supporting their client's emotional well-being.
Collapse
Affiliation(s)
- Joanne Quiray
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Elizabeth Richards
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Yesenia Navarro-Aguirre
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Debra Glazer
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Jamie Adachi
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Emily Trujillo
- Open Arms Perinatal Services, Seattle, WA, United States
| | - Dila Perera
- Open Arms Perinatal Services, Seattle, WA, United States
| | | | - Amritha Bhat
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| |
Collapse
|
4
|
Lara-Cinisomo S, Melesse B, Mendy ME. Demographic and COVID-19-Related Factors Associated with Depressive and Anxiety Symptoms Among African American and Latina Women in a Midwestern State. J Racial Ethn Health Disparities 2024; 11:36-44. [PMID: 36622569 PMCID: PMC9838266 DOI: 10.1007/s40615-022-01495-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 12/13/2022] [Accepted: 12/15/2022] [Indexed: 01/10/2023]
Abstract
PURPOSE The COVID-19 pandemic exacerbated racial and ethnic disparities among Latina and African American (AA) women, including risk factors for depression and anxiety. This study sought to identify demographic- and pandemic-related factors associated with depressive and anxiety symptoms in adult AA and Latina women living in a Midwestern state. METHODS Data for this secondary analysis of 1037 AA and Latina women were collected in May 2020 and June/July 2020. Participants completed an online survey about their demographic characteristics, job changes due to COVID-19, general concern about COVID-19, concern about the effects COVID-19 on their mental health, and whether they prayed to cope with COVID-19. Linear regressions with bootstrapping were conducted to determine associations. RESULTS Latinas had significantly higher depressive and anxiety symptoms than AA women. Older age was a buffer against depressive and anxiety symptoms. Women who anticipated a reduction in work hours or job loss had significantly higher depressive and anxiety symptoms than those with no job changes. A reduction in work hours was also a risk for higher depressive symptoms. General and specific concerns about the impact of COVID-19 were positively associated with higher depressive and anxiety symptoms. Race/ethnicity moderated the effect of praying to cope with COVID-19 on depressive symptoms. CONCLUSIONS As the pandemic continues, mental health resources should be allocated to help AA and Latina women who experienced or anticipate reductions in paid hours and those concerned about its effects. Research is needed to identify how praying increased depressive symptoms in adult Latina women early in the pandemic.
Collapse
Affiliation(s)
- Sandraluz Lara-Cinisomo
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, 1206 S. Fourth Street, 2015 Khan Annex, Champaign, IL, 61820, USA.
| | - Biniyam Melesse
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, 1206 S. Fourth Street, 2015 Khan Annex, Champaign, IL, 61820, USA
| | - Mary Ellen Mendy
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, 1206 S. Fourth Street, 2015 Khan Annex, Champaign, IL, 61820, USA
| |
Collapse
|
5
|
Felder JN, Afulani PA, Coleman-Phox K, Omowale SS, McCulloch CE, Lessard L, Kuppermann M. Pregnancy-related COVID worry, depressive symptom severity, and mediation through sleep disturbance in a low-income, primarily Latinx population in California's Central valley. J Psychiatr Res 2023; 157:96-103. [PMID: 36459760 PMCID: PMC10019815 DOI: 10.1016/j.jpsychires.2022.11.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 10/27/2022] [Accepted: 11/17/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE This study (1) assessed the psychometric properties of a pregnancy-related COVID worry scale, (2) explored variations in pregnancy-related COVID worry over the course of the pandemic, and (3) examined associations between pregnancy-related COVID worry and depressive symptom severity, and evaluated sleep disturbance as a mediator. METHODS Data were drawn from an ongoing randomized trial comparing the effectiveness of two enhanced forms of prenatal care. The current analysis includes baseline pre-randomization data collected from participants who enrolled November 2020-November 2021 (n = 201). Participants were pregnant individuals with low income and primarily Latinx. RESULTS Our 7-item scale was valid and reliable for assessing pregnancy-related COVID worry. Pregnancy-related COVID worry did not vary significantly by any participant characteristic or pandemic stage. Pregnancy-related COVID worry was significantly associated with depressive symptom severity in multivariate analysis (p = .002). For each unit increase on the 10-point pregnancy-related COVID worry scale, the odds of mild-to-severe depression increased by 16% (odds ratio = 1.16, 95% confidence interval 1.02-1.32, p = .02), holding all other variables constant. Sleep disturbance mediated the pregnancy-related COVID worry-depressive symptom relationship (48% of the total effect mediated). CONCLUSIONS Worry about how COVID may impact their baby, birth, and postpartum experiences was associated with higher depressive symptom severity, partly through its effect on sleep. These findings suggest that interventions related to improving sleep quality among perinatal populations may reduce depressive symptoms. TRIAL REGISTRATION ClinicalTrials.gov NCT04154423, "Engaging Mothers & Babies; Reimagining Antenatal Care for Everyone (EMBRACE) Study".
Collapse
Affiliation(s)
- Jennifer N Felder
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, United States; Osher Center for Integrative Health, University of California, San Francisco, United States.
| | - Patience A Afulani
- Department of Epidemiology and Biostatistics, University of California, San Francisco, United States; Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, United States
| | - Kimberly Coleman-Phox
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, United States; California Preterm Birth Initiative, University of California, San Francisco, United States
| | - Serwaa S Omowale
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, United States; California Preterm Birth Initiative, University of California, San Francisco, United States
| | - Charles E McCulloch
- Department of Epidemiology and Biostatistics, University of California, San Francisco, United States
| | - Lauren Lessard
- Institute for Circumpolar Health Studies, University of Alaska, Anchorage, United States
| | - Miriam Kuppermann
- Department of Epidemiology and Biostatistics, University of California, San Francisco, United States; Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, United States; California Preterm Birth Initiative, University of California, San Francisco, United States
| |
Collapse
|
6
|
Rokicki S, Steenland MW, Geiger CK, Gourevitch RA, Chen L, Martin MW, Cohen JL. Trends in postpartum mental health care before and during COVID-19. Health Serv Res 2022; 57:1342-1347. [PMID: 36059179 PMCID: PMC9539265 DOI: 10.1111/1475-6773.14051] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVE To assess the impact of COVID-19 on trends in postpartum mental health diagnoses and utilization of psychotherapy and prescription drug treatment. DATA SOURCES Data were obtained from a large, national health insurance claims database that tracks individuals longitudinally. STUDY DESIGN We used interrupted time series models to examine changes in trends of postpartum mental health diagnoses before and during the COVID-19 pandemic and t-tests to examine differences in treatment. DATA EXTRACTION METHODS We used billing codes to identify individuals who received mental health-related diagnoses and treatment in the first 90 days after a birth hospitalization. We excluded individuals diagnosed with schizophrenia or bipolar disorder and those with an unknown payer at delivery. PRINCIPAL FINDINGS Compared to the pre-pandemic period, the trend in new postpartum mental health diagnoses increased significantly in the post-COVID-19 period (0.06 percentage points [95%CI 0.01, 0.11]). Over 12 months, the percentage of new diagnoses was 5.0% greater relative to what would be expected in absence of COVID-19. The percentage of diagnosed individuals who did not receive treatment increased from 50.4% to 52.7% (p = 0.003). CONCLUSIONS Findings point to an urgent need to improve screening and treatment pathways for perinatal individuals in the wake of COVID-19.
Collapse
Affiliation(s)
- Slawa Rokicki
- Department of Health Behavior, Society, & PolicyRutgers School of Public HealthPiscatawayNew JerseyUSA,Department of Global Health and PopulationHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Maria W. Steenland
- Population Studies and Training CenterBrown UniversityProvidenceRhode IslandUSA
| | - Caroline K. Geiger
- Interfaculty Initiative in Health PolicyHarvard UniversityCambridgeMassachusettsUSA,Evidence for AccessGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Rebecca A. Gourevitch
- Interfaculty Initiative in Health PolicyHarvard UniversityCambridgeMassachusettsUSA,Department of Health Policy and ManagementUniversity of MarylandCollege ParkMarylandUSA
| | - Lucy Chen
- Interfaculty Initiative in Health PolicyHarvard UniversityCambridgeMassachusettsUSA
| | - Michelle W. Martin
- Department of Social and Behavioral ScienceHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Jessica L. Cohen
- Department of Global Health and PopulationHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| |
Collapse
|
7
|
Hoang TMH, Hsieh WJ, Lee BA, Lukacena KM, Tabb KM. Navigating Pregnancy and the Healthcare System during COVID-19: A Qualitative Study with Perinatal Women of Color. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13698. [PMID: 36294278 PMCID: PMC9602964 DOI: 10.3390/ijerph192013698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 10/17/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To address health disparities in the perinatal period (i.e., during pregnancy and through one year after birth) by exploring the intersectional experiences of perinatal Black, Indigenous, and other People of Color (BIPOC) women during the COVID-19 pandemic. In this study, participants were asked if and how COVID-19 had impacted their experiences of receiving healthcare, whether they had faced any challenges during this time, how they had navigated these challenges, and what recommendations they had for improving perinatal healthcare. METHODS Between November 2021 and March 2022 our team conducted eight virtual focus groups comprising perinatal BIPOC women. A semi-structured interview protocol was used, and interviews were voice recorded and transcribed verbatim. The data were analyzed using reflexive thematic analysis. RESULTS Three major themes common in BIPOC perinatal healthcare experiences during COVID-19 were generated through engaging in reflexive thematic analysis: (1) an overwhelming lack of support from providers, (2) experiences of blame and shame, and (3) difficulties navigating institutional policies that were unclear or ever-changing during the COVID-19 pandemic. Recommendations from participants included greater empathic communication from providers in the face of uncertainty during COVID-19, greater access to information and guidance for caring for themselves and their babies, and an overall request for greater compassion while navigating an exciting and busy time. RELEVANCE These findings have implications for trauma-informed and inclusive perinatal care that can reduce the impacts of systemic inequalities for perinatal BIPOC women. This study offers a discussion of implications for future training for maternal health providers and implications for community-based programs.
Collapse
Affiliation(s)
- Tuyet-Mai H. Hoang
- School of Social Work, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Wan-Jung Hsieh
- Department of Social Work, National Taiwan University, Taipei 10617, Taiwan
| | - B. Andi Lee
- Department of Psychology, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA
| | - Kaylee Marie Lukacena
- Center for Social and Behavioral Science, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Karen M. Tabb
- School of Social Work, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| |
Collapse
|
8
|
McLaughlin KA, Rosen ML, Kasparek SW, Rodman AM. Stress-related psychopathology during the COVID-19 pandemic. Behav Res Ther 2022; 154:104121. [PMID: 35642991 PMCID: PMC9110305 DOI: 10.1016/j.brat.2022.104121] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 04/29/2022] [Accepted: 05/13/2022] [Indexed: 02/06/2023]
Abstract
The COVID-19 pandemic has introduced widespread societal changes that have required ongoing adaptation. Unsurprisingly, stress-related psychopathology has increased during the pandemic, in both children and adults. We review these patterns through the lens of several leading conceptual models of the link between stress and psychopathology. Some of these models focus on characteristics of environmental stressors-including cumulative risk, specific stressor types, and stress sensitization approaches. Understanding the specific aspects of environmental stressors that are most likely to lead to psychopathology can shed light on who may be in most need of clinical intervention. Other models center on factors that can buffer against the onset of psychopathology following stress and the mechanisms through which stressors contribute to emergent psychopathology. These models highlight specific psychosocial processes that may be most usefully targeted by interventions to reduce stress-related psychopathology. We review evidence for each of these stress models in the context of other widescale community-level disruptions, like natural disasters and terrorist attacks, alongside emerging evidence for these stress pathways from the COVID-19 pandemic. We discuss clinical implications for developing interventions to reduce stress-related psychopathology during the pandemic, with a focus on brief, digital interventions that may be more accessible than traditional clinical services.
Collapse
Affiliation(s)
| | - Maya L Rosen
- Department of Psychology, Harvard University, USA
| | | | | |
Collapse
|