242 results on '"Marshall, Cassondra"'
Search Results
2. Estimates of use of preferred contraceptive method in the United States: a population-based study.
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Gomez, Anu, Bennett, Ariana, Arcara, Jennet, Stern, Lisa, Bardwell, Jamie, Cadena, Denicia, Chaudhri, Aisha, Davis, Laura, Dehlendorf, Christine, Frederiksen, Brittni, Labiran, Catherine, McDonald-Mosley, Raegan, Rice, Whitney, Stein, Tara, Valladares, Ena, Kavanaugh, Megan, and Marshall, Cassondra
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Contraception ,Family planning ,Health care access ,Health care quality ,Person-centeredness ,United States ,Unmet need - Abstract
BACKGROUND: In the U.S. and globally, dominant metrics of contraceptive access focus on the use of certain contraceptive methods and do not address self-defined need for contraception; therefore, these metrics fail to attend to person-centeredness, a key component of healthcare quality. This study addresses this gap by presenting new data from the U.S. on preferred contraceptive method use, a person-centered contraceptive access indicator. Additionally, we examine the association between key aspects of person-centered healthcare access and preferred contraceptive method use. METHODS: We fielded a nationally representative survey in the U.S. in English and Spanish in 2022, surveying non-sterile 15-44-year-olds assigned female sex at birth. Among current and prospective contraceptive users (unweighted n = 2119), we describe preferred method use, reasons for non-use, and differences in preferred method use by sociodemographic characteristics. We conduct logistic regression analyses examining the association between four aspects of person-centered healthcare access and preferred contraceptive method use. FINDINGS: A quarter (25.2%) of current and prospective users reported there was another method they would like to use, with oral contraception and vasectomy most selected. Reasons for non-use of preferred contraception included side effects (28.8%), sex-related reasons (25.1%), logistics/knowledge barriers (18.6%), safety concerns (18.3%), and cost (17.6%). In adjusted logistic regression analyses, respondents who felt they had enough information to choose appropriate contraception (Adjusted Odds Ratio [AOR] 3.31; 95% CI 2.10, 5.21), were very (AOR 9.24; 95% CI 4.29, 19.91) or somewhat confident (AOR 3.78; 95% CI 1.76, 8.12) they could obtain desired contraception, had received person-centered contraceptive counseling (AOR 1.72; 95% CI 1.33, 2.23), and had not experienced discrimination in family planning settings (AOR 1.58; 95% CI 1.13, 2.20) had increased odds of preferred contraceptive method use. INTERPRETATION: An estimated 8.1 million individuals in the U.S. are not using a preferred contraceptive method. Interventions should focus on holistic, person-centered contraceptive access, given the implications of information, self-efficacy, and discriminatory care for preferred method use. FUNDING: Arnold Ventures.
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- 2024
3. Building Capacity for Research on Community Doula Care: A Stakeholder-Engaged Process in California
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Marshall, Cassondra J, Nguyen, Ashley, Arteaga, Stephanie, Hubbard, Erin, Armstead, Marna, Peprah-Wilson, Sayida, Britt, Starr, McLemore, Monica R, and Gomez, Anu Manchikanti
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Health Services and Systems ,Health Sciences ,Behavioral and Social Science ,Clinical Research ,Health Services ,Management of diseases and conditions ,7.3 Management and decision making ,Health and social care services research ,8.1 Organisation and delivery of services ,Good Health and Well Being ,Community doula ,Doula care ,Maternal health ,Community engaged research ,Research priorities ,Medical and Health Sciences ,Studies in Human Society ,Public Health ,Biomedical and clinical sciences ,Health sciences ,Human society - Abstract
PurposeIn an effort to address persistent inequities in maternal and infant health, policymakers and advocates have pushed to expand access to doula care. Several states, including California, now cover doula services through Medicaid. As coverage expands, research on the impact of doula care will likely increase. To develop best practices for research, it is critical to engage community doulas, clients, and other key stakeholders.DescriptionOur overarching goal was to build capacity for future doula- and client-centered research on community doula care. First, we established a Steering Committee with members from seven relevant stakeholder groups: community doulas, former or potential doula clients, clinicians, payers, advocates, researchers, and public health professionals. Second, we conducted a needs assessment to identify and understand stakeholders' needs and values for research on community doula care. Findings from the needs assessment informed our third step, conducting a research prioritization to develop a shared research agenda related to community doula care with the Steering Committee. We adapted the Research Prioritization by Affected Communities protocol to guide this process, which resulted in a final list of 21 priority research questions. Lastly, we offered a training to increase capacity among community doulas to engage in research on community doula care.AssessmentOur findings provide direction for those interested in conducting research on doula care, as well as policymakers and funders.ConclusionThe findings of our stakeholder-engaged process provide a roadmap that will lead to equity-oriented research centering clients, doulas, and their communities.
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- 2024
4. Contraceptive care in the United States during the COVID-19 pandemic: A social media survey of contraceptive access, telehealth use and telehealth quality.
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Merz-Herrala, Allison A, Kerns, Jennifer L, Logan, Rachel, Gutierrez, Sirena, Marshall, Cassondra, and Diamond-Smith, Nadia
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Humans ,Contraceptive Agents ,Telemedicine ,Health Services Accessibility ,United States ,Female ,Pandemics ,Social Media ,Surveys and Questionnaires ,COVID-19 ,Contraception ,Region ,Telehealth ,Prevention ,Contraception/Reproduction ,Behavioral and Social Science ,Clinical Research ,Health Services ,Good Health and Well Being ,Clinical Sciences ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Obstetrics & Reproductive Medicine - Abstract
ObjectivesTo examine demographic, socioeconomic, and regional differences in contraceptive access, differences between telehealth and in-person contraception visits, and telehealth quality in the United States during the COVID-19 pandemic.Study designWe surveyed reproductive-age women about contraception visits during the COVID-19 pandemic via social media in July 2020 and January 2021. We used multivariable regression to examine relationships between age, racial/ethnic identity, educational attainment, income, insurance type, region, and COVID-19 related hardship, and ability to obtain a contraceptive appointment, telehealth vs in-person visits, and telehealth quality scores.ResultsAmong 2031 respondents seeking a contraception visit, 1490 (73.4%) reported any visit, of which 530 (35.6%) were telehealth. In adjusted analyses, lower odds of any visit was associated with Hispanic/Latinx and Mixed race/Other identity (aOR 0.59 [0.37-0.94], aOR 0.36 [0.22-0.59], respectively), the South, Midwest, Northeast (aOR 0.63 [0.47-0.85], aOR 0.64 [0.46-0.90], aOR 0.52 [CI 0.36-0.75], respectively), no insurance (aOR 0.63 [0.43-0.91]), greater COVID-19 hardship (aOR 0.52 [0.31-0.87]), and earlier pandemic timing (January 2021 vs July 2020 aOR 2.14 [1.69-2.70]). Respondents from the Midwest and South had lower odds of telehealth vs in-person care (aOR 0.63 [0.44-0.88], aOR 0.54 [0.40-0.72], respectively). Hispanic/Latinx respondents and those in the Midwest had lower odds of high telehealth quality (aOR 0.37 [0.17-0.80], aOR 0.58 [0.35-0.95], respectively).ConclusionsWe found inequities in contraceptive care access, less telehealth use for contraception visits in the South and Midwest, and lower telehealth quality among Hispanic/Latinx people during the COVID-19 pandemic. Future research should focus on telehealth access, quality, and patients' preferences.ImplicationsHistorically marginalized groups have faced disproportionate barriers to contraceptive care, and telehealth for contraceptive care has not been employed equitably during the COVID-19 pandemic. Though telehealth has the potential to improve access to care, inequitable implementation could exacerbate existing disparities.
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- 2023
5. "Have you ever wanted or needed an abortion you did not get?" Data from a 2022 nationally representative online survey in the United States.
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Bennett, Ariana H, Marshall, Cassondra, Kimport, Katrina, Deardorff, Julianna, and Gómez, Anu Manchikanti
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Humans ,Abortion ,Spontaneous ,Abortion ,Induced ,Longitudinal Studies ,Prospective Studies ,Pregnancy ,United States ,Female ,Surveys and Questionnaires ,Abortion ,Abortion access ,Abortion restrictions ,Survey ,Contraception/Reproduction ,Good Health and Well Being ,Clinical Sciences ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Obstetrics & Reproductive Medicine - Abstract
ObjectiveDescribe the prevalence of considering, wanting, and not obtaining a wanted abortion among a nationally representative sample of 15-44 year olds in the United States who had ever been pregnant.Study designWe analyzed data from ever-pregnant respondents (unweighted n = 1789) from a larger online survey about contraceptive access using the nationally representative AmeriSpeak panel. Among those not obtaining wanted abortions, weighted frequencies for sociodemographic characteristics and reasons for not getting the abortion are presented.ResultsNearly 6% of the full sample reported having wanted an abortion they did not obtain. In open-ended responses, respondents most frequently reported individual reasons (43.8%) for not getting an abortion (e.g., changing their mind; personal opposition) and financial, logistical, or informational barriers (24.7%) likely related to policy. A quarter (24.1%) of the sample reported a past abortion. Among those who reported no past abortions, about one-fifth had considered abortion in the past, and 6.8% had wanted or needed one. Among those reporting no prior abortions who had considered abortion, only a third (34.3%) also report ever wanting or needing one.ConclusionsThis study begins to quantify the experience, even before the Supreme Court's 2022 decision in Dobbs v. Jackson Women's Health Organization, of being unable to obtain a wanted abortion. Additionally, findings suggest that people in a national sample will answer questions about whether and why they did not obtain a wanted abortion.ImplicationsThis study provides the first known national estimates of lifetime history of not getting a wanted abortion. Survey questions can be used for future research. Prospective and ongoing measurement of the inability to get a wanted abortion could be one part of documenting the effects of Dobbs on abortion access.
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- 2023
6. Building Capacity for Research on Community Doula Care: A Stakeholder-Engaged Process in California
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Marshall, Cassondra J., Nguyen, Ashley, Arteaga, Stephanie, Hubbard, Erin, Armstead, Marna, Peprah-Wilson, Sayida, Britt, Starr, McLemore, Monica R., and Gomez, Anu Manchikanti
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- 2024
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7. “An extra layer of pressure to be my best self”: Healthcare provider perspectives on how doulas foster accountability and bridge gaps in pregnancy-related care
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Reed, Reiley, Nguyen, Ashley, Armstead, Marna, Cuentos, Alli, Mystic, Marlee-I, Arcara, Jennet, Jackson, Andrea V, Marshall, Cassondra, and Gomez, Anu Manchikanti
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Clinical Research ,Health Services ,Pediatric ,8.1 Organisation and delivery of services ,Health and social care services research ,Good Health and Well Being - Abstract
Despite the importance of respectful pregnancy care, birthing people experience high rates of mistreatment in clinical settings in the United States. In light of persistent racialized maternal and infant health inequities, doula care is increasingly promoted as an intervention. Limited research has examined healthcare providers’ experiences with doulas. As part of an evaluation of community doula programs in San Francisco, California, we interviewed physicians (n = 11), certified nurse-midwives (n = 7), and nurses (n = 10) who worked in hospitals and clinics where doula clients receive care. Using reflexive thematic analysis, we identified two themes around how providers perceive doulas to affect pregnancy-related care. First, providers described doulas fostering accountability at multiple levels. Providers described how their personal sense of accountability to patients increased in the presence of doulas; at times, this mitigated racism and implicit bias in clinical settings. Additionally, through the partnership between the community doula organization and local hospitals, doulas engaged in bidirectional feedback with providers, creating opportunities for institutional-level accountability. Second, providers perceived doulas to bridge gaps in care for pregnant and birthing people by providing services, such as continuous labor support, that are not realistic for clinicians to provide. This analysis contributes to the broader literature on doula care by describing mechanisms through which doulas improve pregnancy-related care. Doulas may be critical for birthing people who are most likely to experience mistreatment due to racism and other dimensions of oppression. Future research should explore facilitators and barriers to developing partnerships between clinical sites and doula organizations and the long-term effects of these partnerships on health equity.
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- 2023
8. "They're gonna be there to advocate for me so I'm not by myself": A qualitative analysis of Black women's motivations for seeking and experiences with community doula care.
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Arteaga, Stephanie, Hubbard, Erin, Arcara, Jennet, Cuentos, Alli, Armstead, Marna, Jackson, Andrea, Gomez, Anu Manchikanti, and Marshall, Cassondra
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Humans ,Premature Birth ,Motivation ,Pregnancy ,Parturition ,Infant ,Newborn ,United States ,Female ,Doulas ,Birth inequities ,Black birthing people ,Community health workers ,Maternal health ,Racially-concordant care ,Infant Mortality ,Preterm ,Low Birth Weight and Health of the Newborn ,Clinical Research ,Perinatal Period - Conditions Originating in Perinatal Period ,Pediatric ,Prevention ,8.1 Organisation and delivery of services ,Health and social care services research ,Reproductive health and childbirth ,Good Health and Well Being ,Medical and Health Sciences ,Obstetrics & Reproductive Medicine - Abstract
ProblemIn the United States, Black women are disproportionately impacted by inequities in maternal health.BackgroundCommunity doula support may improve birth outcomes and experiences, including lower rates of preterm birth and low birthweight and increases in positive birthing experiences. Few studies have explored client experiences with doula care, specifically community doula care.AimTo explore Black doula clients' motivations for seeking and experiences with community doula care.MethodsData are from a mixed methods process evaluation of an organization providing free community doula services in San Francisco, California. We conducted two rounds of qualitative interviews with doula clients who identified as Black or Pacific Islander between August 2019 and March 2020. Interviews explored clients' knowledge of, experiences with, and motivations for seeking doula care and their perceptions of the services they received. We utilized a Rapid Assessment Process to synthesize findings and thematic analysis.FindingsClients' motivations for seeking doula care included general lack of support and knowledge of mistreatment experienced by Black women in hospital settings. Doulas provided support in the form of information about the perinatal period and clients' rights, advocacy in hospital settings, and connection to resources beyond pregnancy and birth. Some clients described doulas as helping them stay focused and make decisions during difficult labor experiences and described positive birth experiences despite experiencing complications.ConclusionCommunity doulas play an instrumental role in the birth experiences of Black women and birthing people. Efforts should be made to expand access to this needed support via policy and hospital practices.
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- 2023
9. ‘We tend to prioritise others and forget ourselves’: How women's caregiving responsibilities can facilitate or impede diabetes self‐management
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Britton, Laura E, Kaur, Guneet, Zork, Noelia, Marshall, Cassondra J, and George, Maureen
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Biomedical and Clinical Sciences ,Clinical Sciences ,Diabetes ,Metabolic and endocrine ,Child ,Young Adult ,Humans ,Female ,United States ,Adolescent ,Adult ,Diabetes Mellitus ,Type 2 ,Self-Management ,Health Behavior ,Health Status ,Qualitative Research ,Caregivers ,diabetes mellitus ,financial stress ,minority health ,psychological stress ,self-management ,type 2 ,women ,Public Health and Health Services ,Psychology ,Endocrinology & Metabolism ,Clinical sciences - Abstract
AimThe objective of the parent study was to examine attitudes and experiences regarding counselling about preconception care among Black and/or Latina women in the United States with type 2 diabetes (T2DM). Here, we present emergent findings from a secondary analysis of caregiving.MethodsIn this qualitative descriptive study, we used conventional content analysis to identify themes from semi-structured interviews with 32 Black and/or Latina women ages 18-40 who have T2DM in the United States recruited from online platforms and snowball sampling.ResultsCaregiving responsibilities both motivate and disrupt diabetes self-management behaviours. Caregiving largely meant taking care of children, but women also had responsibilities to adult family members and romantic partners. Women were motivated to manage their diabetes in order to prevent negative health effects on their children and to stay healthy so they could fulfil caregiving responsibilities. However, caregiving competed for time, energy and money with self-management. Struggling to balance caregiving and self-management caused stress that women felt was intrinsically unhealthy and undermined self-management.ConclusionsYoung adult women with T2DM identified different ways that the roles and responsibilities in the family could affect their diabetes self-management. Providers and policymakers should develop health-promoting interventions that accommodate caregiving responsibilities.
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- 2023
10. Quality of prenatal and postpartum telehealth visits during COVID-19 and preferences for future care.
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Marshall, Cassondra, Gutierrez, Sirena, Hecht, Hannah, Logan, Rachel, Kerns, Jennifer, and Diamond-Smith, Nadia
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COVID-19 ,antenatal care ,pandemic ,patient-centered care ,perinatal care ,provider–patient relationships ,telemedicine ,virtual care ,Health Services ,Behavioral and Social Science ,Clinical Research ,7.1 Individual care needs ,Management of diseases and conditions ,Reproductive health and childbirth ,Good Health and Well Being - Abstract
BackgroundAt the start of the COVID-19 pandemic, telehealth practices for pregnancy-related care were rapidly implemented. Telehealth for pregnancy-related care is likely to continue after the pandemic. In order for health systems and clinicians to provide person-centered pregnancy-related care via telehealth, it is critical to understand patients' telehealth experiences and their preferences regarding the use of telehealth moving forward.ObjectiveThis study aimed to describe perceived quality of prenatal and postpartum telehealth visits during COVID-19 and to examine the association between telehealth quality during the pandemic and future telehealth preferences.Study designWe used data from of an online sample of US women aged 18 to 45 years seeking reproductive health care during COVID-19. Two cross-sections of survey data were collected in July 2020 and January 2021. This analysis included those who sought prenatal (n=1496) or postpartum (n=482) care during the pandemic. Among those who had a prenatal or postpartum telehealth visit, we used multivariable logistic regression to examine the association between a measure of perceived telehealth quality and openness to future telehealth visits, adjusting for sociodemographic characteristics.ResultsA total of 57.5% of prenatal and 52.9% of postpartum respondents had a telehealth appointment. Respondents agreed with most statements about the quality of their telehealth appointments, with ≥80% reporting that they were convenient, easy, safe, and provided good information. Lower-ranked quality items were related to visits feeling personal and the patient feeling cared for. A total of 35.2% of prenatal (n=816) and 43.3% of postpartum (n=231) respondents expressed openness to telehealth visits in the future. Prenatal and postpartum respondents reporting higher telehealth quality had increased odds of being open to telehealth in the future (prenatal: adjusted odds ratio, 1.2; 95% confidence interval, 1.2-1.3; postpartum: adjusted odds ratio, 1.2; 95% confidence interval, 1.1-1.3).ConclusionPrenatal and postpartum respondents with better telehealth experiences were more likely to express openness to telehealth in the future, although most preferred future in-person visits. As pregnancy-related telehealth continues, it is important to offer appointment options that match patient preferences, especially populations that face barriers in access to care, and to explore ways to personalize care and support positive patient-provider relationships.
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- 2023
11. Experiences of Preconception Counseling among Pregnant Women with Preexisting Diabetes: Opportunities to Improve Patient-Centered Care
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Marshall, Cassondra J, Parham, Lindsay, Hubbard, Erin, and Irani, Roxanna A
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Reproductive Medicine ,Health Services and Systems ,Biomedical and Clinical Sciences ,Health Sciences ,Diabetes ,Prevention ,Behavioral and Social Science ,Clinical Research ,Metabolic and endocrine ,Reproductive health and childbirth ,Good Health and Well Being ,Pregnancy ,Humans ,Female ,Pregnant Women ,Diabetes Mellitus ,Type 2 ,Preconception Care ,Counseling ,Patient-Centered Care ,diabetes mellitus ,maternal health ,patient-centered care ,preconception care ,pregnancy ,Toxicology - Abstract
Available research suggests that patients with diabetes do not regularly receive preconception counseling, but information on patients' experiences of counseling is scant. We conducted a qualitative study involving semi-structured interviews with 22 patients between October 2020 and February 2021. Pregnant patients with preexisting diabetes were recruited from a specialty diabetes and pregnancy clinic at a large academic medical center in Northern California. Interviews were transcribed, coded, and analyzed using an inductive and deductive content analysis approach. A total of 27% reported they did not have any pregnancy-related discussions with a health care provider before pregnancy. Of those that did, many sought out counseling; this was often connected to how "planned" the pregnancy was. Few participants, nearly all with type 1 diabetes, reported having a formal preconception care visit. Participants described receiving information mostly about the risks associated with diabetes and pregnancy. While participants who sought out counseling generally reported their providers were supportive of their desire for pregnancy, there were a few exceptions, notably all among patients with type 2 diabetes. The varied experiences of participants indicate gaps in the delivery of pre-pregnancy counseling to patients with diabetes and suggest counseling may vary based on diabetes type. There are opportunities to improve the patient-centeredness of counseling.
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- 2023
12. Exploring Language Used in Posts on r/birthcontrol: Case Study Using Data From Reddit Posts and Natural Language Processing to Advance Contraception Research
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Pleasants, Elizabeth, Ryan, Julia Holmes, Ren, Cheng, Prata, Ndola, Gomez, Anu Manchikanti, and Marshall, Cassondra
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Prevention ,Clinical Research ,Contraception/Reproduction ,Good Health and Well Being ,Humans ,Natural Language Processing ,Contraception ,Contraceptive Agents ,Contraceptive Devices ,Document Analysis ,contraception ,big data ,Reddit ,social networking site ,contraceptive side effects ,natural language processing ,reproductive autonomy ,Information and Computing Sciences ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Medical Informatics - Abstract
BackgroundContraceptive choice is central to reproductive autonomy. The internet, including social networking sites like Reddit, is an important resource for people seeking contraceptive information and support. A subreddit dedicated to contraception, r/birthcontrol, provides a platform for people to post about contraception.ObjectiveThis study explored the use of r/birthcontrol, from the inception of the subreddit through the end of 2020. We describe the web-based community, identify distinctive interests and themes based upon the textual content of posts, and explore the content of posts with the most user engagement (ie, "popular" posts).MethodsData were obtained from the PushShift Reddit application programming interface from the establishment of r/birthcontrol to the start date of analysis (July 21, 2011, to December 31, 2020). User interactions within the subreddit were analyzed to describe community use over time, specifically the commonality of use based on the volume of posts, the length of posts (character count), and the proportion of posts with any and each flair applied. "Popular" posts on r/birthcontrol were determined based on the number of comments and "scores," or upvotes minus downvotes; popular posts had 9 comments and a score of ≥3. Term Frequency-Inverse Document Frequency (TF-IDF) analyses were run on all posts with flairs applied, posts within each flair group, and popular posts within each flair group to characterize and compare the distinctive language used in each group.ResultsThere were 105,485 posts to r/birthcontrol during the study period, with the volume of posts increasing over time. Within the time frame for which flairs were available on r/birthcontrol (after February 4, 2016), users applied flairs to 78% (n=73,426) of posts. Most posts contained exclusively textual content (n=66,071, 96%), had comments (n=59,189, 86%), and had a score (n=66,071, 96%). Posts averaged 731 characters in length (median 555). "SideEffects!?" was the most frequently used flair overall (n=27,530, 40%), while "Experience" (n=719, 31%) and "SideEffects!?" (n=672, 29%) were most common among popular posts. TF-IDF analyses of all posts showed interest in contraceptive methods, menstrual experiences, timing, feelings, and unprotected sex. While TF-IDF results for posts with each flair varied, the contraceptive pill, menstrual experiences, and timing were discussed across flair groups. Among popular posts, intrauterine devices and contraceptive use experiences were often discussed.ConclusionsPeople commonly wrote about contraceptive side effects and experiences using methods, highlighting the value of r/birthcontrol as a space to post about aspects of contraceptive use that are not well addressed by clinical contraceptive counseling. The value of real-time, open-access data on contraceptive users' interests is especially high given the shifting landscape of and increasing constraints on reproductive health care in the United States.
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- 2023
13. Supporting Birthing People and Supporting Doulas: The Impact of the COVID-19 Pandemic on a Community-Based Doula Organization in San Francisco.
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Nguyen, Ashley, Arteaga, Stephanie, Mystic, Marlee-I, Cuentos, Alli, Armstead, Marna, Arcara, Jennet, Jackson, Andrea V, Marshall, Cassondra, and Gomez, Anu Manchikanti
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COVID-19 ,community doula ,community network ,ethical issue ,maternal health services ,mental health ,public health ,Generic health relevance ,Good Health and Well Being - Abstract
BackgroundBeginning in March 2020, health care systems in the United States restricted the number of support people who could be present during pregnancy-related care to reduce the spread of COVID-19. We aimed to describe how SisterWeb, a community-based doula organization that employs Black, Pacific Islander, and Latinx doulas in San Francisco, California, adapted to the COVID-19 pandemic.MethodsAs part of process and outcome evaluations conducted through an academic-community partnership, we interviewed SisterWeb doulas, mentors, and leaders in 2020, 2021, and 2022 (n=26 interviews). We identified preliminary themes using the Rapid Assessment Process and then conducted thematic analysis of data related to COVID-19.ResultsSisterWeb leadership remained committed to safeguarding doulas by shifting to virtual support until doulas were onboarded as benefitted employees. Doulas reported hospital policies impacted clients' pregnancy-related care. Initially, doulas adapted to virtual support by connecting with clients more frequently through phone and text. When permitted to meet in person, doulas adjusted to client preference. Finally, as the pandemic impacted doulas' well-being, they turned to mentors for emotional support.Discussion and health equity implicationsThis analysis contributes to a growing body of literature describing doulas' experiences during the pandemic. By shifting to virtual support, SisterWeb leaders prioritized the health, safety, and financial stability of doulas, who were members of communities disproportionately impacted by COVID-19. Our findings suggest that public health guidance, organizational COVID-19 precautions, and hospital policies hindered SisterWeb's goal of ensuring clients receive equitable medical care. In addition, we found that emotional support for doulas is vital to their work.
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- 2023
14. Association between primary Spanish language and quality of intrapartum care among Latina women: a secondary analysis of the Listening to Mothers in California survey
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Valdez, Jessica J, Jackson, Andrea V, and Marshall, Cassondra
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Reproductive Medicine ,Midwifery ,Biomedical and Clinical Sciences ,Health Sciences ,Clinical Research ,Contraception/Reproduction ,Reproductive health and childbirth ,Female ,Humans ,Infant ,Newborn ,Pregnancy ,California ,Hispanic or Latino ,Language ,Mothers ,Multilingualism ,Language barriers ,Patient-centered ,Intrapartum ,Maternal care ,Quality of care ,Limited English ,proficiency ,Latina ,Spanish-speaking ,Limited English proficiency ,Nursing ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Obstetrics & Reproductive Medicine ,Reproductive medicine - Abstract
BackgroundLanguage barriers play significant roles in quality of healthcare. Limited studies have examined the relationships between Spanish language and quality of intrapartum care. The objective was to determine the association between primary Spanish language and quality of intrapartum care so as to further inform best practices for non-English speaking patients in the labor and delivery setting.MethodsWe used the 2016 Listening to Mothers in California survey data, which included a statewide representative sample of women who gave birth in hospitals. Our analytical sample included 1202 Latina women. Multivariable logistic regression was used to examine the association between primary language (monolingual English vs. monolingual Spanish vs. bilingual Spanish/English) and perceived discrimination due to language, perceived pressure for medical interventions, and mistreatment during labor, adjusting for maternal sociodemographics and other maternal and neonatal factors.ResultsOver one-third of the study population spoke English (35.6%), less than one-third spoke Spanish (29.1%), and greater than one-third spoke bilingual Spanish/English (35.3%). Overall, 5.4% of Latina women perceived discrimination due to language spoken, 23.1% perceived pressure for any medical intervention, and 10.1% experienced either form of mistreatment. Compared to English-speakers, Spanish-speakers were significantly more likely to report discrimination due to language (aOR 4.36; 95% CI 1.15-16.59), but were significantly less likely to experience pressure for certain medical interventions (labor induction or cesarean delivery) during labor (aOR 0.34; 95% CI 0.15-0.79 for induction; aOR 0.44; 95% CI 0.18-0.97 for cesarean delivery). Bilingual Spanish/English-speakers also significantly reported discrimination due to language to a lesser extent than monolingual Spanish-speakers (aOR 3.37; 95% CI 1.12-10.13). Any form of Spanish language (monolingual or bilingual) was not significantly associated with mistreatment.ConclusionsSpanish language may contribute to experiences of discrimination during intrapartum care among Latina women. Future research is needed to explore perceptions of pressure, discrimination and mistreatment, among patients with limited English proficiency.
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- 2023
15. What, when, and how long? Doula time use in a community doula program in San Francisco, California.
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Arcara, Jennet, Cuentos, Alli, Abdallah, Obaida, Armstead, Marna, Jackson, Andrea, Marshall, Cassondra, and Gomez, Anu Manchikanti
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Humans ,Prenatal Care ,Delivery ,Obstetric ,Postpartum Period ,Pregnancy ,San Francisco ,Female ,Doulas ,birth equity ,community doulas ,doulas ,maternal health ,pregnancy ,time use ,Clinical Research ,Reproductive health and childbirth ,Good Health and Well Being ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Obstetrics & Reproductive Medicine - Abstract
ObjectivesCommunity doulas, who provide culturally concordant, nonclinical support during and after pregnancy, are increasingly promoted as an evidence-based intervention to advance birth equity. As valued members of their communities, community doulas often provide extensive physical and emotional pregnancy, birth, and postpartum support at low or no cost to clients. However, neither community doulas' scope of work nor the distribution of time among their different work activities has been clearly defined or enumerated; therefore, this project sought to describe the work activities and time use of doulas in one community-based doula organization.MethodsIn a quality improvement project, we reviewed case management system client data and collected 1 month of time diary data from eight doulas employed full-time at SisterWeb San Francisco Community Doula Network. We calculated descriptive statistics for activities community doulas reported in their time diaries and each visit/interaction logged in the case management system.ResultsSisterWeb doulas spent about half of their time in direct client care. For every hour that doulas spent with a client in prenatal and postpartum visits, on average, they spent an additional 2.15 h communicating with and supporting their clients in other ways. Overall, we estimate that SisterWeb doulas spend an average of 32 h providing care for a client receiving the standard course of care, including intake, prenatal visits, support during childbirth, and postpartum visits.ConclusionsResults highlight the wide variety of work that SisterWeb community doulas do beyond direct client care. Acknowledgment of community doulas' broad scope of work and appropriate compensation for all activities is necessary if doula care is to be advanced as a health equity intervention.
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- 2023
16. Emerging Technology: Preparing Tomorrow's MCH Workforce to Innovate for Equity
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McKool, Marissa, Han, Sarah, Sandhu, Jaspal, Marshall, Cassondra, Guendelman, Sylvia, and Harley, Kim
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Health Services and Systems ,Health Sciences ,Generic health relevance ,Good Health and Well Being ,Humans ,Workforce ,MCH ,Technology ,Innovation ,Workforce development ,Training pipeline ,Medical and Health Sciences ,Studies in Human Society ,Public Health ,Biomedical and clinical sciences ,Health sciences ,Human society - Abstract
PurposeThis commentary proposes a new direction to train the MCH workforce by leveraging today's rapidly changing innovation and technology to address persistent health inequities.DescriptionWe outline the creation of an MCH technology and innovation training pipeline developed by harnessing creative funding opportunities, diversifying training modalities, and expanding partnerships beyond traditional academic-practice partners, that be replicated and adapted by other academic programs.AssessmentTechnology and innovation will continue to be a growing intersection between health and equity, and we must create a robust pipeline of MCH leaders prepared to collaborate with entrepreneurial and innovation leaders.ConclusionTechnology offers an important opportunity to improve MCH outcomes and reduce disparities, but only if we train the MCH workforce to seize these opportunities.
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- 2022
17. Developing an Anti-Racist Foundations Course in MCH for MPH Students.
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Marshall, Cassondra, Bakal, Michael, Deardorff, Julianna, Pies, Cheri, and Lu, Michael C
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Humans ,Students ,Child ,Maternal-Child Health Centers ,Pandemics ,Racism ,Child Health ,COVID-19 ,Anti-racist pedagogy ,Graduate education ,MCH education ,Basic Behavioral and Social Science ,Behavioral and Social Science ,Good Health and Well Being ,Medical and Health Sciences ,Studies in Human Society ,Public Health - Abstract
IntroductionOver the past decade, foundational courses in MCH have been revised and revamped to integrate the life course perspective and social determinants of health in ways that bring these essential issues to the core of the learning experience. Yet the racial reckoning of 2020 and the racially disparate health impacts of the COVID-19 pandemic underscore that a deeper, more focused approach to anti-racist pedagogy is now imperative for MCH educators and others responsible for developing the MCH workforce.MethodsIn this paper, we discuss our experience of building a 'community of practice' of anti-racist MCH trainees through our course, 'Foundations of Maternal and Child Health Policy, Practice, and Science.'ResultsWe identify four principles which guided our course: (1) building on students' experience, knowledge, identities and social justice commitments; (2) creating a common purpose and shared vocabulary related to racism; (3) organizing classroom activities to reflect real-world problems and professional practices related to addressing structural racism as a root cause of health inequities; and (4) building students' skills and confidence to recognize and address structural racism as MCH professionals.DiscussionWe hope that this description of our principles, along with examples of how they were put into practice, will be useful to MCH educators who seek to build anti-racist frameworks to guide MCH workforce development.
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- 2022
18. Predictors of COVID-19 Vaccination Likelihood Among Reproductive-Aged Women in the United States
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Gutierrez, Sirena, Logan, Rachel, Marshall, Cassondra, Kerns, Jennifer, and Diamond-Smith, Nadia
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Immunization ,Prevention ,Vaccine Related ,Clinical Research ,Prevention of disease and conditions ,and promotion of well-being ,3.4 Vaccines ,Reproductive health and childbirth ,Good Health and Well Being ,Adult ,COVID-19 ,COVID-19 Vaccines ,Ethnicity ,Female ,Humans ,Male ,Odds Ratio ,Pregnancy ,United States ,Vaccination ,coronavirus ,vaccine uptake ,mistrust ,Nursing ,Public Health and Health Services ,Policy and Administration ,Public Health - Abstract
ObjectivesVaccination for COVID-19 is an effective method of preventing complications; however, studies suggest that public attitudes toward the vaccine are heterogeneous. The objective of our study was to identify predictors for low likelihood of COVID-19 vaccination among women in the United States and determine whether reasons for low intention were modified by race, ethnicity, or other characteristics to better understand the factors that shape attitudes toward the COVID-19 vaccine and help inform multilevel interventions.MethodsIn January 2021, we used social media to recruit a cross-section of reproductive-aged women in the United States (N = 5269). Our primary outcome was self-reported low vaccination likelihood (responses of unlikely or very unlikely on a 5-item scale). Our secondary outcome was concerns influencing vaccination decision that participants selected from a list of 19 items. We estimated multivariable logistic regression models and controlled for respondents' sociodemographic characteristics.ResultsOverall, race and ethnicity, educational attainment, health insurance type, annual household income, partnership status, and US region were associated with low vaccine likelihood. The adjusted odds of reporting low likelihood were 1.83 (95% CI, 1.45-2.32) times greater among non-Hispanic Black than among non-Hispanic White participants. Among pregnant or postpartum participants, breastfeeding status was the strongest predictor (adjusted odds ratio = 2.77; 95% CI, 2.02-3.79).ConclusionsVaccine hesitancy and concerns may exacerbate existing COVID-19 health disparities in racial and ethnic groups and highlight the need to target messaging to specific populations, including pregnant and breastfeeding women, because these populations are at high risk for COVID-19 complications.
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- 2022
19. Hospital Adoption of Electronic Decision Support Tools for Preeclampsia Management
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Bui, Linh N, Marshall, Cassondra, Miller-Rosales, Chris, and Rodriguez, Hector P
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Health Services and Systems ,Public Health ,Health Sciences ,Networking and Information Technology R&D (NITRD) ,Hypertension ,Health Services ,Cardiovascular ,Clinical Research ,Patient Safety ,Good Health and Well Being ,Cross-Sectional Studies ,Electronic Health Records ,Electronics ,Female ,Hospitals ,Humans ,Pre-Eclampsia ,Pregnancy ,United States ,clinical decision support ,health information technology ,hospitals ,preeclampsia ,Nursing ,Public Health and Health Services ,Health Policy & Services ,Health services and systems - Abstract
BackgroundElectronic health record (EHR)-based clinical decision support tools can improve the use of evidence-based clinical guidelines for preeclampsia management that can reduce maternal mortality and morbidity. No study has investigated the organizational capabilities that enable hospitals to use EHR-based decision support tools to manage preeclampsia.ObjectiveTo examine the association of organizational capabilities and hospital adoption of EHR-based decision support tools for preeclampsia management.MethodsCross-sectional analyses of hospitals providing obstetric care in 2017. In total, 739 hospitals responded to the 2017-2018 National Survey of Healthcare Organizations and Systems (NSHOS) and were linked to the 2017 American Hospital Association (AHA) Annual Survey Database and the Area Health Resources File (AHRF). A total of 425 hospitals providing obstetric care across 49 states were included in the analysis. The main outcome was whether a hospital adopted EHR-based clinical decision support tools for preeclampsia management. Hospital organizational capabilities assessed as predictors include EHR functions, adoption of evidence-based clinical treatments, use of quality improvement methods, and dissemination processes to share best patient care practices. Logistic regression estimated the association of hospital organizational capabilities and hospital adoption of EHR-based decision support tools to manage preeclampsia, controlling for hospital structural and patient sociodemographic characteristics.ResultsTwo-thirds of the hospitals (68%) adopted EHR-based decision support tools for preeclampsia, and slightly more than half (56%) of hospitals had a single EHR system. Multivariable regression results indicate that hospitals with a single EHR system were more likely to adopt EHR-based decision support tools for preeclampsia (17.4 percentage points; 95% CI, 1.9 to 33.0; P < .05) than hospitals with a mixture of EHR and paper-based systems. Compared with hospitals having multiple EHRs, on average, hospitals having a single EHR were also more likely to adopt the tools by 9.3 percentage points, but the difference was not statistically significant (95% CI, -1.3 to 19.9). Hospitals with more processes to aid dissemination of best patient care practices were also more likely to adopt EHR-based decision-support tools for preeclampsia (0.4 percentage points; 95% CI, 0.1 to 0.6, for every 1-unit increase in dissemination processes; P < .01).ConclusionStandardized EHRs and policies to disseminate evidence are foundational hospital capabilities that can help advance the use of EHR-based decision support tools for preeclampsia management in the approximately one-third of US hospitals that still do not use them.
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- 2022
20. Barriers and Facilitators to the Implementation of a Community Doula Program for Black and Pacific Islander Pregnant People in San Francisco: Findings from a Partnered Process Evaluation.
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Marshall, Cassondra, Arteaga, Stephanie, Arcara, Jennet, Cuentos, Alli, Armstead, Marna, Jackson, Andrea, and Manchikanti Gómez, Anu
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Humans ,Pregnancy ,Parturition ,Maternal Health Services ,San Francisco ,Female ,Doulas ,Native Hawaiian or Other Pacific Islander ,Black birthing people ,Community health worker ,Pacific Islander birthing people ,Process evaluation ,Behavioral and Social Science ,Pediatric ,Clinical Research ,Health Services ,Health and social care services research ,8.1 Organisation and delivery of services ,Good Health and Well Being ,Medical and Health Sciences ,Studies in Human Society ,Public Health - Abstract
IntroductionIncreasingly, community-based models of doula care are receiving attention as possible interventions to address racial inequities in maternal health care experiences and outcomes. In 2018, community-based organization SisterWeb launched to provide free culturally congruent community doula care to advance birth equity for Black and Pacific Islander pregnant people, with funding from the San Francisco Department of Public Health. We conducted a process evaluation of SisterWeb's first 1.5 years of existence to identify multilevel barriers and facilitators to implementation of their programs.MethodsGuided by the Equitable Evaluation Framework™, we conducted 46 in-depth interviews with individuals from 5 groups: SisterWeb leadership, doulas, doula mentors, and clients, and external stakeholders.ResultsBarriers included having diverse clientele groups with unique needs, an ineffective payment model, and simultaneously building an organization and developing and implementing programs. Facilitators included the presence of established strategic partnerships, positive reception of services due to an unmet need for culturally and linguistically congruent pregnancy and birth support among SisterWeb's clients, a clear organizational vision and mission, and a unique doula cohort model.DiscussionOur findings suggest developing community doula programs pay close attention to the difference between launching a program versus an organization, including the required resources of each, the sustainability of payment models for community doulas, and the provision of culturally relevant, needed services within priority communities. Furthermore, strategic partnerships with maternal health stakeholders in birthing sites, particularly hospitals, are vital to the success of a community doula program.
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- 2022
21. Waiting to start abortion: A qualitative exploration of narratives of waiting shared in a Reddit community for abortion post-Dobbs leak in 2022
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Pleasants, Elizabeth, Parham, Lindsay, Weidert, Karen, Anderson, Emma, Dolgins, Eliza, Prata, Ndola, Upadhyay, Ushma D., and Marshall, Cassondra
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- 2024
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22. All in the Family: A Qualitative Study of the Early Experiences of Adults with Younger Onset Type 2 Diabetes.
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Gopalan, Anjali, Blatchins, Maruta A, Xu, Karen K, Altschuler, Andrea, Marshall, Cassondra J, Hessler, Danielle M, Fernandez, Alicia, and Grant, Richard W
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Humans ,Diabetes Mellitus ,Type 2 ,Focus Groups ,Motivation ,Qualitative Research ,Adult ,Child ,Young Adult ,Self-Management ,Age of Onset ,Parenting ,Type 2 Diabetes Mellitus ,Pediatric ,Clinical Research ,Prevention ,Behavioral and Social Science ,Diabetes ,Management of diseases and conditions ,7.1 Individual care needs ,Metabolic and endocrine ,Public Health and Health Services ,General & Internal Medicine - Abstract
ObjectiveAdults with type 2 diabetes diagnosed at a younger age are at increased risk for poor outcomes. We examined life stage-related facilitators and barriers to early self-management among younger adults with newly diagnosed type 2 diabetes.Research design and methodsWe conducted 6 focus groups that each met twice between November 2017 and May 2018. Participants (n = 41) were aged 21 to 44 years and diagnosed with type 2 diabetes during the prior 2 years. Transcripts were coded using thematic analysis and themes were mapped to the Capability-Opportunity-Motivation-Behavior framework.ResultsParticipants were 38.4 (±5.8) years old; 10 self-identified as Latinx, 12 as Black, 12 as White, and 7 as multiple or other races. We identified 9 themes that fell into 2 categories: (1) the impact of having an adult family member with diabetes, and (2) the role of nonadult children. Family members with diabetes served as both positive and negative role models, and, for some, personal familiarity with the disease made adjusting to the diagnosis easier. Children facilitated their parents' self-management by supporting self-management activities and motivating their parents to remain healthy. However, the stress and time demands resulting from parental responsibilities and the tendency to prioritize children's needs were perceived as barriers to self-management.ConclusionsOur results highlight how the life position of younger-onset individuals with type 2 diabetes influences their early experiences. Proactively addressing perceived barriers to and facilitators of self-management in the context of family history and parenthood may aid in efforts to support these high-risk, younger patients.
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- 2022
23. Clinical Decision Support to Address Racial Disparities in Hypertension Control in an Integrated Delivery System: Evaluation of a Natural Experiment
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Marshall, Cassondra, Adams, Alyce S, Ma, Lin, Altschuler, Andrea, Lin, Mark W, Thompson, Nailah A, and Young, Joseph D
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Health Services and Systems ,Public Health ,Health Sciences ,Cardiovascular ,Clinical Research ,Hypertension ,Management of diseases and conditions ,7.3 Management and decision making ,Good Health and Well Being ,Decision Support Systems ,Clinical ,Delivery of Health Care ,Integrated ,Healthcare Disparities ,Humans ,Racial Groups ,Thiazides ,Health services and systems - Abstract
IntroductionEffective, equity-promoting interventions implemented by health care systems are needed to address health care disparities and population-level health disparities. We evaluated the impact of a clinical decision support tool to improve evidence-based thiazide diuretic prescribing among Black patients to address racial disparities in hypertension control.MethodsWe employed an interrupted time series design and qualitative interviews to evaluate the implementation of the tool. Our primary outcome measure was the monthly rate of thiazide use among eligible patients before and after implementation of the tool (January 2013-December 2016). We modeled month-to-month changes in thiazide use for Black and White patients, overall, and by sex and medical center racial composition. We conducted key informant interviews to identify modifiable facilitators and barriers to implementation of the tool across medical centers.ResultsOf the 318,720 patients, 15.5% were Black. We observed no change in thiazide use or blood pressure control following the implementation of the tool in either racial subgroup. There was a slight but statistically significant reduction (2.32 percentage points, p < 0.01) in thiazide use among Black patients following the removal the tool that was not observed among White patients. Factors affecting the tool's implementation included physician and pharmacist resistance to thiazide use and a lack of ongoing promotion of the tool.DiscussionThe clinical decision support tool was insufficient to change prescribing practices and improve blood pressure control among Black patients.ConclusionsFuture interventions should consider physician attitudes about thiazide prescribing and the importance of multilevel approaches to address hypertension disparities.
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- 2022
24. The association between depression and contraceptive behaviors in a diverse sample of new prescription contraception users.
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Shelef, Deborah Quint, Raine-Bennett, Tina, Chandra, Malini, Adler, Nancy, Marshall, Cassondra J, and Steinberg, Julia R
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Humans ,Contraception ,Contraceptive Devices ,Depression ,Contraception Behavior ,Pregnancy ,Adult ,Female ,Prescriptions ,Young Adult ,Contraceptive discontinuation ,Contraceptive switching ,Gaps in use ,Prescription contraceptive method initiated ,Behavioral and Social Science ,Prevention ,Mental Health ,Contraception/Reproduction ,Pediatric ,Good Health and Well Being ,Gender Equality ,Clinical Sciences ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Obstetrics & Reproductive Medicine - Abstract
ObjectiveAmong women initiating new prescription contraception, we investigated the relationship between recent depression and a range of contraceptive behaviors.Study designWe used medical and pharmacy records of 52,325 women ages 19 to 29 who initiated prescription contraception (pills, patches or rings, injectables, and long-acting reversible contraceptives) in 2014-2016 at a large integrated healthcare system in Northern California. Women had continuous enrollment for a year before and after initiating, and no records of prescription contraceptive use in the year before initiating. Depression in the year prior to initiation was dichotomized into (1) no depression indicator (reference group) or (2) depression diagnosis or redeemed antidepressant. Multinomial logistic regression models examined the associations between depression and method type initiated, and contraceptive patterns, timing of discontinuation, inconsistent use, and switching methods over a year after initiating, adjusting for sociodemographics and testing for interactions between depression and having a recent birth or abortion.ResultsWomen with recent depression were more likely to initiate methods other than the pill, and the association was stronger for patches or rings vs pills among those with a recent birth compared to those without. Among women initiating all methods and the pill, those with depression were more likely to discontinue their method, use it inconsistently, and switch from it than use it continuously for a year.ConclusionWomen with recent depression were less likely to initiate the pill; and when the pill was initiated, those with depression were more likely to discontinue use, use it inconsistently, and switch from it.ImplicationsWomen with recent depression indicators should be followed closely to ensure they have the support they need to meet their reproductive goals. Those who wish to avoid pregnancy may benefit from methods that do not require daily use.
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- 2022
25. Estimates of use of preferred contraceptive method in the United States: a population-based study
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Gomez, Anu Manchikanti, Bennett, Ariana H., Arcara, Jennet, Stern, Lisa, Bardwell, Jamie, Cadena, Denicia, Chaudhri, Aisha, Davis, Laura, Dehlendorf, Christine, Frederiksen, Brittni, Labiran, Catherine, McDonald-Mosley, Raegan, Rice, Whitney S., Stein, Tara B., Valladares, Ena Suseth, Kavanaugh, Megan L., and Marshall, Cassondra
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- 2024
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26. Facilitators and Barriers to Medicaid Doula Benefit Implementation in California: Perspectives From Managed Care Plans and Risk-Bearing Organizations
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Marshall, Cassondra, Nguyen, Ashley, Yang, Clara E., and Gómez, Anu Manchikanti
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- 2024
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27. COVID-19’s impact on contraception experiences: Exacerbation of structural inequities in women's health
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Diamond-Smith, Nadia, Logan, Rachel, Marshall, Cassondra, Corbetta-Rastelli, Chiara, Gutierrez, Sirena, Adler, Aliza, and Kerns, Jennifer
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Clinical Research ,Prevention ,Contraception/Reproduction ,Good Health and Well Being ,COVID-19 ,Contraception ,Female ,Humans ,Pandemics ,Pregnancy ,SARS-CoV-2 ,Women's Health ,Barriers ,Economics ,Race ,ethnicity ,Race/ethnicity ,Clinical Sciences ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Obstetrics & Reproductive Medicine - Abstract
IntroductionStructural inequities may impact the relationship between COVID-19 and access to contraception.MethodsIn July 2020 and January 2021, we used social media to survey 2 samples of women of reproductive age who had not been surgically sterilized and were not currently pregnant about their experiences seeking contraception. We explore whether experiences differed for people experiencing social and/or economic disadvantage due to COVID-19, using multivariable logistic regression to control for age, education and income.ResultsIn July 2020, 51.5% of respondents who sought contraception (total N = 3064) reported barriers to care compared to 55.3% in January 2021 (total N = 2276). A larger percent (14% in July 2020 and 22% in Jan 2021) reported not using their preferred method of contraception due to COVID-19. Individuals experiencing income loss (OR = 1.61, 95% CI 1.27-2.04 early in the COVID-19 pandemic and OR = 1.58, 1.21-2.06 mid COVID-19 pandemic) and hunger (OR = 1.73, 1.24-2.40 early and OR = 2.02, 1.55-2.64 mid-COVID-19 pandemic) were more likely to report they would be using a different method if not for COVID-19, compared to respondents without income loss or hunger.ConclusionsCOVID-19 has complicated access to contraception, especially for disadvantaged populations.ImplicationsEfforts are needed to ensure access to contraception despite the COVID-19 epidemic, especially for disadvantaged populations.
- Published
- 2021
28. "My 9 to 5 Job Is Birth Work": A Case Study of Two Compensation Approaches for Community Doula Care.
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Gomez, Anu Manchikanti, Arteaga, Stephanie, Arcara, Jennet, Cuentos, Alli, Armstead, Marna, Mehra, Renee, Logan, Rachel G, Jackson, Andrea V, and Marshall, Cassondra J
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Humans ,Pregnancy ,Parturition ,United States ,Female ,Pandemics ,Doulas ,COVID-19 ,SARS-CoV-2 ,birth equity ,community doula ,compensation ,doula ,health equity ,labor conditions ,maternal health ,pregnancy ,Health Services ,Clinical Research ,Pediatric ,Generic health relevance ,Toxicology - Abstract
With the increased policy emphasis on promoting doula care to advance birth equity in the United States, there is a vital need to identify sustainable and equitable approaches for compensation of community doulas, who serve clients experiencing the greatest barriers to optimal pregnancy-related outcomes. This case study explores two different approaches for compensating doulas (contractor versus hourly employment with benefits) utilized by SisterWeb San Francisco Community Doula Network in San Francisco, California. We conducted qualitative interviews with SisterWeb doulas in 2020 and 2021 and organizational leaders in 2020. Overall, leaders and doulas reported that the contractor approach, in which doulas were paid a flat fee per client, did not adequately compensate doulas, who regularly attend trainings and provide additional support for their clients (e.g., referrals to promote housing and food security). Additionally, this approach did not provide doulas with healthcare benefits, which was especially concerning during the COVID-19 pandemic. As hourly, benefited employees, doulas experienced a greater sense of financial security and wellbeing from receiving consistent pay, compensation for all time worked, and benefits such as health insurance and sick leave, allowing some to dedicate themselves to birth work. Our study suggests that efforts to promote community doula care must integrate structural solutions to provide appropriate compensation and benefits to doulas, simultaneously advancing birth equity and equitable labor conditions for community doulas.
- Published
- 2021
29. Bridging the Chasm between Pregnancy and Health over the Life Course: A National Agenda for Research and Action
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McCloskey, Lois, Bernstein, Judith, Collaborative, The Bridging the Chasm, Amutah-Onukagha, Ndidimaka, Anthony, Jodi, Barger, Mary, Belanoff, Candice, Bennett, Trude, Bird, Chloe E, Bolds, Denise, Brenna, Burke-Weber, Carter, Rebecca, Celi, Ann, Chachere, Breanna, Crear-Perry, Joia, Crossno, Chase, Cruz-Davis, Alba, Damus, Karla, Dangel, Alissa, Depina, Zendilli, Deroze, Phyllisa, Dieujuste, Colette, Dude, Annie, Edmonds, Joyce, Enquobahrie, Daniel, Eromosele, Ebosetale, Ferranti, Erin, Fitzmaurice, Mary, Gebel, Christina, Blount, Linda Goler, Greiner, Ann, Gullo, Sue, Haddad, Amy, Hall, Nneka, Handler, Arden, Headen, Irene, Heelan-Fancher, Lisa, Hernandez, Teri, Johnson, Kay, Jones, Emily, Jones, NeKeshia, Klaman, Stacey, Lund, Barbara, Mallampalli, Monica, Marcelin, Lilly, Marshall, Cassondra, Maynard, Bridgette, McCage, Shondra, Mitchell, Suzanne, Molina, Rose, Montasir, Suzi, Nicklas, Jacinda, Northrup, Alyson, Norton, Anna, Oparaeke, Ebere, Ramos, Athena, Rericha, Sue, Rios, Elena, Bloch, Joan Rosen, Ryan, Cassie, Sarfaty, Suzanne, Seely, Ellen, Souter, Vivienne, Spain, Martina, Spires, Randiesa, Theberge, Suzanne, Thompson, Tamara, Wachman, Madi, Yarrington, Tina, Yee, Lynn M, Zera, Chloe, Advisors, Working Group, Clayton, Janine, and Lachance, Christina
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Clinical Research ,Health Services ,Health and social care services research ,8.1 Organisation and delivery of services ,Reproductive health and childbirth ,Good Health and Well Being ,Delivery of Health Care ,Female ,Humans ,Maternal Health Services ,Parturition ,Pregnancy ,Racism ,Reimbursement ,Incentive ,Working Group Advisors ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Public Health - Abstract
BackgroundMany pregnant people find no bridge to ongoing specialty or primary care after giving birth, even when clinical and social complications of pregnancy signal need. Black, indigenous, and all other women of color are especially harmed by fragmented care and access disparities, coupled with impacts of racism over the life course and in health care.MethodsWe launched the initiative "Bridging the Chasm between Pregnancy and Health across the Life Course" in 2018, bringing together patients, advocates, providers, researchers, policymakers, and systems innovators to create a National Agenda for Research and Action. We held a 2-day conference that blended storytelling, evidence analysis, and consensus building to identify key themes related to gaps in care and root causes of inequities. In 2019, more than 70 stakeholders joined six working groups to reach consensus on strategic priorities based on equity, innovation, effectiveness, and feasibility.FindingsWorking groups identified six key strategic areas for bridging the chasm. These include: 1) progress toward eliminating institutional and interpersonal racism and bias as a requirement for accreditation of health care institutions, 2) infrastructure support for community-based organizations, 3) extension of holistic team-based care to the postpartum year and beyond, with integration of doulas and community health workers on the team, 4) extension of Medicaid coverage and new quality and pay-for-performance metrics to link maternity care and primary care, 5) systems to preserve maternal narratives and data across providers, and 6) alignment of research with women's lived experiences.ConclusionsThe resulting agenda presents a path forward to remedy the structural chasms in women's health care, with key roles for advocates, policymakers, researchers, health care leaders, educators, and the media.
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- 2021
30. A Randomized Encouragement Trial to Increase Mail Order Pharmacy Use and Medication Adherence in Patients with Diabetes
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Ramachandran, Bharathi, Trinacty, Connie M, Wharam, J Frank, Duru, O Kenrik, Dyer, Wendy T, Neugebauer, Romain S, Karter, Andrew J, Brown, Susan D, Marshall, Cassondra J, Wiley, Deanne, Ross-Degnan, Dennis, and Schmittdiel, Julie A
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Clinical Trials and Supportive Activities ,Clinical Research ,Behavioral and Social Science ,Diabetes ,Health Services ,7.1 Individual care needs ,Management of diseases and conditions ,Metabolic and endocrine ,Good Health and Well Being ,Diabetes Mellitus ,Hawaii ,Humans ,Medication Adherence ,Pharmacy ,Postal Service ,diabetes ,mail order pharmacy ,medication adherence ,encouragement trial ,Clinical Sciences ,General & Internal Medicine - Abstract
BackgroundMail order pharmacy (MOP) use has been linked to improved medication adherence and health outcomes among patients with diabetes. However, no large-scale intervention studies have assessed the effect of encouraging MOP use on medication adherence.ObjectiveTo assess an intervention to encourage MOP services to increase its use and medication adherence.DesignRandomized encouragement trial.Patients63,012 diabetes patients from three health care systems: Kaiser Permanente Northern California (KPNC), Kaiser Permanente Hawaii (KPHI), and Harvard Pilgrim Health Care (HPHC) who were poorly adherent to at least one class of cardiometabolic medications and had not used MOP in the prior 12 months.InterventionPatients were randomized to receive either usual care (control arm) or outreach encouraging MOP use consisting of a mailed letter, secure email message, and automated telephone call outlining the potential benefits of MOP use (intervention arm). HPHC intervention patients received the letter only.MeasurementsWe compared the percentages of patients that began using MOP and that became adherent to cardiometabolic medication classes during a 12-month follow-up period. We also conducted a race/ethnicity-stratified analysis.ResultsDuring follow-up, 10.6% of intervention patients began using MOP vs. 9.3% of controls (p
- Published
- 2021
31. “A patient should not have to ask”: Women’s experiences of patient education about preconception care for type 2 diabetes
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Britton, Laura E., Arcia, Adriana, Kaur, Guneet, Sontan, Oluwatomisin, Marshall, Cassondra J., and George, Maureen
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- 2023
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32. “Have you ever wanted or needed an abortion you did not get?” Data from a 2022 nationally representative online survey in the United States
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Bennett, Ariana H., Marshall, Cassondra, Kimport, Katrina, Deardorff, Julianna, and Gómez, Anu Manchikanti
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- 2023
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33. Contraceptive care in the United States during the COVID-19 pandemic: A social media survey of contraceptive access, telehealth use and telehealth quality
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Merz-Herrala, Allison A., Kerns, Jennifer L., Logan, Rachel, Gutierrez, Sirena, Marshall, Cassondra, and Diamond-Smith, Nadia
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- 2023
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34. Implementation Science to Address Health Disparities During the Coronavirus Pandemic
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Galaviz, Karla I, Breland, Jessica Y, Sanders, Mechelle, Breathett, Khadijah, Cerezo, Alison, Gil, Oscar, Hollier, John M, Marshall, Cassondra, Wilson, J Deanna, and Essien, Utibe R
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Public Health ,Health Sciences ,Prevention ,Vaccine Related ,Infectious Diseases ,Infection ,Good Health and Well Being ,health disparities ,knowledge translation ,equity ,health justice ,Public health - Abstract
The coronavirus disease 2019 (COVID-19) pandemic is disproportionally affecting racial and ethnic minorities. In the United States, data show African American, Hispanic, and Native American populations are overrepresented among COVID-19 cases and deaths. As we speed through the discovery and translation of approaches to fight COVID-19, these disparities are likely to increase. Implementation science can help address disparities by guiding the equitable development and deployment of preventive interventions, testing, and, eventually, treatment and vaccines. In this study, we discuss three ways in which implementation science can inform these efforts: (1) quantify and understand disparities; (2) design equitable interventions; and (3) test, refine, and retest interventions.
- Published
- 2020
35. Opportunities to encourage mail order pharmacy delivery service use for diabetes prescriptions: a qualitative study
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Schmittdiel, Julie A, Marshall, Cassondra J, Wiley, Deanne, Chau, Christopher V, Trinacty, Connie M, Wharam, J Frank, Duru, O Kenrik, Karter, Andrew J, and Brown, Susan D
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Health Services and Systems ,Health Sciences ,Diabetes ,Behavioral and Social Science ,Clinical Research ,7.1 Individual care needs ,Management of diseases and conditions ,Metabolic and endocrine ,Good Health and Well Being ,Adult ,Aged ,Aged ,80 and over ,California ,Diabetes Mellitus ,Female ,Focus Groups ,Hawaii ,Humans ,Hypoglycemic Agents ,Male ,Medication Adherence ,Middle Aged ,Pharmaceutical Services ,Postal Service ,Qualitative Research ,Mail order pharmacy ,Barriers and facilitators ,Patient preference ,Acceptance of health care ,Qualitative research ,Library and Information Studies ,Nursing ,Public Health and Health Services ,Health Policy & Services ,Health services and systems ,Public health - Abstract
BackgroundMedication non-adherence is a major contributor to poor outcomes in diabetes. Previous research has shown an association between use of mail order pharmacy delivery and better medication adherence, but little is known about the barriers and facilitators to mail order pharmacy use in diabetes patients. This qualitative study examined factors related to mail order pharmacy use versus traditional "brick and mortar" pharmacies to refill prescriptions.MethodsWe conducted four 90-min focus groups in 2016 among 28 diabetes patients in the Hawaii and Northern California regions of Kaiser Permanente, a large integrated health care delivery system. We queried participants on their preferred mode for refilling prescriptions and perceived barriers and facilitators of mail order pharmacy use. One researcher independently coded each focus group transcript, with two of these transcripts double-coded by a second researcher to promote reliability. We employed thematic analysis guided by the Capability, Opportunity, Motivation, and Behavior (COM-B) framework using NVivo 11 software.ResultsA total of 28 diabetes patients participated. Participants' average age was 64.1 years; 57% were female; and racial/ethnic backgrounds included Asian/Native Hawaiian/Pacific Islander (36%), Black/African-American (21%) Hispanic/Latino (7%), and non-Hispanic White (36%). Analysis uncovered 26 themes related to the decision to use mail order pharmacy, with each theme representing a barrier or facilitator mapped to the COM-B framework. Most themes (20/26) fell into the COM-B category of 'Opportunity.' Opportunity barriers to mail order pharmacy use included unpredictability of medication delivery date, concerns about mail security, and difficulty coordinating refill orders for multiple prescriptions. In contrast, facilitators included greater access and convenience (e.g., no need to wait in line or arrange transportation) compared to traditional pharmacies. Motivational facilitators to mail order pharmacy use included receiving a pharmacy benefit plan incentive of a free one-month supply of prescriptions.ConclusionsThis study found that while patients with diabetes may benefit from mail order pharmacy use, they perceive numerous barriers to using the service. These findings will inform the design of interventions and quality improvement initiatives to increase mail order pharmacy use, which in turn may improve medication adherence and outcomes in diabetes patients, across health care systems.
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- 2019
36. Using Neighborhood-Level Census Data to Predict Diabetes Progression in Patients with Laboratory-Defined Prediabetes
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Schmittdiel, Julie A, Dyer, Wendy T, Marshall, Cassondra J, and Bivins, Roberta
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Public Health ,Health Sciences ,Diabetes ,Clinical Research ,Nutrition ,Metabolic and endocrine ,California ,Censuses ,Cohort Studies ,Diabetes Mellitus ,Disease Progression ,Educational Status ,Female ,Food Assistance ,Humans ,Income ,Male ,Middle Aged ,Prediabetic State ,Residence Characteristics ,Retrospective Studies ,Health services and systems - Abstract
ContextResearch on predictors of clinical outcomes usually focuses on the impact of individual patient factors, despite known relationships between neighborhood environment and health.ObjectiveTo determine whether US census information on where a patient resides is associated with diabetes development among patients with prediabetes.DesignRetrospective cohort study of all 157,752 patients aged 18 years or older from Kaiser Permanente Northern California with laboratory-defined prediabetes (fasting plasma glucose, 100 mg/dL-125 mg/dL, and/or glycated hemoglobin, 5.7%-6.4%). We assessed whether census data on education, income, and percentage of households receiving benefits through the US Department of Agriculture's Supplemental Nutrition Assistance Program (SNAP) was associated with diabetes development using logistic regression controlling for age, sex, race/ethnicity, blood glucose levels, and body mass index.Main outcome measureProgression to diabetes within 36 months.ResultsPatients were more likely to progress to diabetes if they lived in an area where less than 16% of adults had obtained a bachelor's degree or higher (odds ratio [OR] =1.22, 95% confidence interval [CI] = 1.09-1.36), where median annual income was below $79,999 (OR = 1.16 95% CI = 1.03-1.31), or where SNAP benefits were received by 10% or more of households (OR = 1.24, 95% CI = 1.1-1.4).ConclusionArea-level socioeconomic and food assistance data predict the development of diabetes, even after adjusting for traditional individual demographic and clinical factors. Clinical interventions should take these factors into account, and health care systems should consider addressing social needs and community resources as a path to improving health outcomes.
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- 2018
37. The Portrait Project: Content and Process of Identity Development among Young Men of Color in East Oakland
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Fong Gomez, Stephanie, Marshall, Cassondra, Jackson, Regina, and Allen, Amani
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Identity is the key psychological task of adolescence, with lifelong implications on health and behavior. A holistic understanding of content and process of identity development among male adolescents and emerging adults of color may lead to more effective interventions to improve health outcomes. Men aged 18 to 24 years were recruited from a nonprofit serving predominantly low-income Black and Latino youth in Oakland, CA. This exploratory, multimethod study utilized self-portraiture, interviews, and a focus group. Procedures were approved by the University of California (UC), Berkeley Committee for Protection of Human Subjects (CPHS). Phenomenology and grounded theory principles facilitated a rich understanding of the lived experiences and meanings participants attributed to their identities. Participants used positively valenced language to describe multifaceted, intersectional identities. Despite identifying with stigmatized groups, participants were proud to be male, Black or Latino, and from Oakland. Cognitive processes and adaptive behaviors mediated the impact of environmental factors--including discrimination, family members, peers, and place--on identity development. Practitioners will benefit from recognizing the complex identities of boys and young men of color. Further research should explore the intersectional nature of identity, cumulative health effects of developing and maintaining positive identities despite pervasive discrimination, and role of positive youth development programming in positive identity formation.
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- 2020
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38. The Relationship Between Prescription Copayments and Contraceptive Adherence in a New-user Cohort
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Marshall, Cassondra, Schmittdiel, Julie, Chandra, Malini, Calhoun, Amanda, and Raine-Bennett, Tina
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Contraception/Reproduction ,Prevention ,Clinical Research ,Good Health and Well Being ,Adult ,California ,Contraception ,Contraceptive Agents ,Cost Sharing ,Female ,Humans ,Longitudinal Studies ,Medication Adherence ,Models ,Statistical ,Patient Protection and Affordable Care Act ,Pregnancy ,Retrospective Studies ,Women's Health ,Public Health and Health Services ,Applied Economics ,Health Policy & Services - Abstract
BackgroundContraceptive nonadherence is an important contributor to unintended pregnancy in the United States. While the elimination of patient cost sharing has been cited as means to improve contraceptive access, little is known about the relationship between cost sharing and ongoing adherence and continuation of chosen methods. The purpose of this study was to examine the relationship between copayment amount and adherence to pharmacy-dispensed contraception in young women.MethodsWe conducted a retrospective cohort study of 39,142 women ages 19-29 with a new prescription for the contraceptive pill, patch, or ring at Kaiser Permanente Northern California during 2011-2014. We examined 12-month nonadherence as measured by timely prescription refills and used multivariable Cox proportional hazards models to assess the association between copayment amount and the risk of nonadherence.ResultsNinety-four percent of women used the pill, and 6% used the patch or ring. Forty percent of patients had no copayment and 25% had a copayment of ≥$30. Nearly 75% of women were nonadherent during the study period. In 2013 and 2014, women with a copayment had a 9% increased risk of nonadherence (adjusted hazard ratio, 1.09; 95% confidence interval, 1.04, 1.14) compared with women with no copayment.ConclusionsPrescription copayments may serve as a barrier to adherence of pharmacy-dispensed contraception. Given recent changes to Affordable Care Act contraceptive coverage requirement, these findings can be used to support state-level and health system-level policies for no-cost contraception, and to determine the potential public health impact of this policy change.
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- 2018
39. Prenatal and postpartum care during the COVID‐19 pandemic: An increase in barriers from early to mid‐pandemic in the United States.
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Diamond‐Smith, Nadia, Logan, Rachel, Adler, Aliza, Gutierrez, Sirena, Marshall, Cassondra, and Kerns, Jennifer L.
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HEALTH services accessibility ,CROSS-sectional method ,RESEARCH funding ,SOCIOECONOMIC factors ,POSTNATAL care ,DESCRIPTIVE statistics ,PRENATAL care ,ODDS ratio ,CONFIDENCE intervals ,HEALTH equity ,COVID-19 pandemic ,TIME - Abstract
Background: The COVID‐19 pandemic led to changes in the provision of pregnancy and postpartum care. The purpose of this study was to describe changes in access to prenatal and postpartum care over time, from early in the pandemic (July 2020) to mid‐pandemic (January 2021) and to explore socioeconomic and COVID‐19‐related economic factors associated with experiencing barriers to care. Methods: We recruited two cross sections of women and birthing people in the US in July 2020 (N = 4645) and January 2021 (N = 3343) using Facebook and Instagram Ads. Results: Three out of four women in the prenatal period and four out of five women in the postpartum period reported barriers to scheduling a visit. The likelihood of not having a visit (OR = 4.44, 95% CI 2.67–7.40), being unable to schedule a visit (OR = 2.73, 95% CI 1.71–4.35), and not being offered visits (OR = 4.26, 95% CI 2.32–7.81) increased over time. Participants were more likely to report barriers attending scheduled prenatal or postpartum appointments over time (OR = 2.72, 95% CI 2.14–3.45). Women who experienced more economic impacts from COVID‐19 were older, less educated, and were Black, Indigenous, or a person of color, and were more likely to have barriers to attending appointments. Conclusions: Certain subgroups are more at risk during COVID‐19, and around 9 months into the pandemic, women were not only still facing barriers to care, but these had been amplified. Additional research using other data sources is needed to identify and ameliorate barriers and inequalities in access to prenatal and postpartum care that appear to have persisted throughout the pandemic. [ABSTRACT FROM AUTHOR]
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- 2024
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40. Racial and Ethnic Disparities in Diabetes Care Quality among Women of Reproductive Age in an Integrated Delivery System
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Marshall, Cassondra J., Rodriguez, Hector P., Dyer, Wendy, and Schmittdiel, Julie A.
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- 2020
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41. Delivering family planning and preconception care to women with diabetes: Implementation challenges and promising strategies
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Marshall, Cassondra and Britton, Laura
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- 2020
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42. Prenatal and postpartum care during the COVID‐19 pandemic: An increase in barriers from early to mid‐pandemic in the United States
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Diamond‐Smith, Nadia, primary, Logan, Rachel, additional, Adler, Aliza, additional, Gutierrez, Sirena, additional, Marshall, Cassondra, additional, and Kerns, Jennifer L., additional
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- 2023
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43. Young men’s awareness and knowledge of intrauterine devices in the United States
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Marshall, Cassondra J and Gomez, Anu Manchikanti
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Pediatric ,Clinical Research ,Adolescent Sexual Activity ,Prevention ,Contraception/Reproduction ,Reproductive health and childbirth ,Good Health and Well Being ,Adolescent ,Adult ,Condoms ,Contraception ,Contraception Behavior ,Contraceptives ,Oral ,Family Planning Services ,Female ,Health Knowledge ,Attitudes ,Practice ,Humans ,Intrauterine Devices ,Male ,Multivariate Analysis ,Pregnancy ,Pregnancy ,Unplanned ,Sexual Partners ,United States ,Young Adult ,Men ,Intrauterine devices ,Knowledge ,Clinical Sciences ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Obstetrics & Reproductive Medicine - Abstract
ObjectiveIncreasing use of long-acting methods of contraception, such as intrauterine devices (IUDs), has been recognized as a promising strategy to reduce the incidence of unintended pregnancy. While men may play an important role in promoting or discouraging contraceptive use, very little research has examined men's knowledge of and attitudes toward IUDs.Study designWe used data from the 903 men included in the 2009 National Survey of Reproductive and Contraceptive Knowledge to examine their awareness and knowledge of IUDs and other contraceptive methods by several individual-level characteristics.ResultsMen's awareness and perceived knowledge of IUDs is low in comparison to condoms and birth control pills. Men's perceived knowledge of IUDs was lower than their objective knowledge, as measured by true/false questions about IUDs, suggesting that men may be more knowledgeable of IUDs than they perceive. In the multivariate models, men who were uninsured [adjusted odds ratio (AOR), 0.4; 95% confidence interval (CI), 0.2-0.6], identified as Christian (AOR, 0.6; 95% CI, 0.3-1.0) and who had never had a sexual health visit (AOR, 0.6; 95% CI, 0.4-1.0) were less likely to have heard of IUDs. Among men who had heard of the method, Hispanic men were less likely (AOR, 0.2; 95% CI, 0.1-0.5) to be more knowledgeable of the method.ConclusionYoung men report low awareness of IUDs in comparison to other methods, and this varies by demographic characteristics including health insurance status. Family planning programs should consider targeted knowledge promotion for young men, with a focus on contraceptive methods besides condoms and oral contraception.ImplicationsMale partners are influential in contraceptive use, yet little research has examined their IUD knowledge. Our findings indicate that healthcare providers may play important role in increasing young men's knowledge of contraceptive methods, including IUDs. This study highlights the need to better incorporate young men into contraception research and programs.
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- 2015
44. Exploring young women's decisional needs for contraceptive method choice: a qualitative study
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Marshall, Cassondra, Kandahari, Nazineen, and Raine-Bennett, Tina
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- 2018
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45. Opportunities to Reduce Diabetes Risk in Women of Reproductive Age: Assessment and Treatment of Prediabetes within a Large Integrated Delivery System
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Marshall, Cassondra, Adams, Sara, Dyer, Wendy, and Schmittdiel, Julie
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- 2017
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46. Exploring Language Used in Posts on r/birthcontrol: Case Study Using Data From Reddit Posts and Natural Language Processing to Advance Contraception Research
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Pleasants, Elizabeth, primary, Ryan, Julia Holmes, additional, Ren, Cheng, additional, Prata, Ndola, additional, Gomez, Anu Manchikanti, additional, and Marshall, Cassondra, additional
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- 2023
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47. “An extra layer of pressure to be my best self”: Healthcare provider perspectives on how doulas foster accountability and bridge gaps in pregnancy-related care
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Reed, Reiley, primary, Nguyen, Ashley, additional, Armstead, Marna, additional, Cuentos, Alli, additional, Mystic, Marlee-I, additional, Arcara, Jennet, additional, Jackson, Andrea V., additional, Marshall, Cassondra, additional, and Gómez, Anu Manchikanti, additional
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- 2023
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48. Patient perceptions of a decision support tool to assist with young women’s contraceptive choice
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Marshall, Cassondra, Nuru-Jeter, Amani, Guendelman, Sylvia, Mauldon, Jane, and Raine-Bennett, Tina
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- 2017
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49. Contraceptive care in the United States during the COVID-19 pandemic: a social media survey study of contraceptive access, telehealth use and telehealth quality
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Merz, Allison A., primary, Kerns, Jennifer L., additional, Logan, Rachel, additional, Gutierrez, Sirena, additional, Marshall, Cassondra, additional, and Diamond-Smith, Nadia, additional
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- 2023
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50. Exploring Language Used in Posts on r/birthcontrol: Case Study Using Data From Reddit Posts and Natural Language Processing to Advance Contraception Research (Preprint)
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Pleasants, Elizabeth, primary, Ryan, Julia Holmes, additional, Ren, Cheng, additional, Prata, Ndola, additional, Gomez, Anu Manchikanti, additional, and Marshall, Cassondra, additional
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- 2023
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