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Farabi SS, Schwarz C, Persaud A, Gilbert A, Haire-Joshu D, Tabak RG. Sleep, Stress, and Cardiometabolic Health in Women of Childbearing Age with Overweight and Obesity. WOMEN'S HEALTH REPORTS (NEW ROCHELLE, N.Y.) 2024; 5:143-151. [PMID: 38414886 PMCID: PMC10898232 DOI: 10.1089/whr.2023.0138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/16/2023] [Indexed: 02/29/2024]
Abstract
Background Sleep is important for health, but its relationship to cardiometabolic health in women of childbearing age remains unclear. Furthermore, stress, unmet basic needs, and lack of physical activity may be related to disrupted sleep and poor cardiometabolic health in women of childbearing age and these relationships may differ by ethnicity. The purposes of this study were to investigate the relationship between sleep, markers of cardiometabolic health, stress, unmet basic needs, and physical activity in women of childbearing age with overweight or obesity and identify if these relationships differed between women that identified as Latino/Hispanic and non-Latino/Hispanic ethnicity. Methods A secondary cross-sectional analysis was conducted using baseline data from a trial that embeds healthy eating and activity into a national home visiting program, Parents as Teachers. The sample was stratified based on self-reported ethnicity (Hispanic/Latino or non-Hispanic/Latino). Pearson's and Spearman's correlations were used to determine bivariate relationships among sleep, cardiometabolic variables, stress, unmet basic needs, and physical activity. Results Two hundred seventy-six women, 46% of whom identified as Hispanic/Latino, were included in the analysis. Body mass index (BMI) was significantly correlated with sleep disturbance (ρ = 0.23, p = 0.01) in women who identify as Hispanic/Latino. Stress was positively related to sleep disturbance, sleep duration, and unmet needs for both groups of women. BMI was correlated with unmet basic needs in women who identified as non-Hispanic/Latino (ρ = 0.25, p = 0.01). Conclusions Our results suggest that sleep, stress, and basic needs are important in understanding cardiometabolic health in women of childbearing age and these relationships differ depending on ethnicity. Clinical Trial Registration Number: NCT03758638.
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Affiliation(s)
- Sarah S Farabi
- Office of Nursing Research, Goldfarb School of Nursing, St. Louis, Missouri, USA
- Division of Nutritional Science & Obesity Medicine, Center of Human Nutrition, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
| | - Cindy Schwarz
- Brown School, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Alicia Persaud
- Brown School, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Amanda Gilbert
- Brown School, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Debra Haire-Joshu
- Public Health at the Brown School, Washington University in St. Louis, St. Louis, Missouri, USA
- Department of Medicine, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Rachel G Tabak
- Brown School, Washington University in St. Louis, St. Louis, Missouri, USA
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Han CY, Zhang J, Ye XM, Lu JP, Jin HY, Xu WW, Wang P, Zhang M. Telemedicine-assisted structured self-monitoring of blood glucose in management of T2DM results of a randomized clinical trial. BMC Med Inform Decis Mak 2023; 23:182. [PMID: 37710226 PMCID: PMC10500819 DOI: 10.1186/s12911-023-02283-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 09/02/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUND This prospective study aimed to compare telemedicine-assisted structured self-monitoring of blood glucose(SMBG) with a traditional blood glucose meter (BGM) in adults of type 2 diabetes mellitus (T2DM). METHODS Adult participants with T2DM were assigned to an intervention group or a control group. The patients in the intervention group received a connected BGM with real-time data submission as well as individual needs-based tele-coaching to address and improve motivation and daily diabetes self-management. The patients in the control group received a traditional BGM. Changes in glycated hemoglobin(HbA1c), low blood glucose index(LBGI), and diabetes self-management behaviors were analyzed. RESULTS The study demonstrated the superiority of the telemedicine-assisted structured SMBG versus the traditional BGM for improving HbA1c. Additionally, the telemedicine-assisted SMBG reduced the risk of hypoglycemia and enhanced diabetes self-management behaviors, as differences in the LBGI and the Diabetes Self-Management Questionnaire(DSMQ) results between the groups after 6 months were found to be significant. CONCLUSIONS Telemedicine-assisted structured SMBG helps physicians and patients to achieve a specific level of glycemic control and reduce hypoglycemia. The use of coaching applications and telemedicine-assisted SMBG indicated beneficial effects for T2DM self-management, which may help limit disease progression. TRIAL REGISTRATION Chinese Clinical Trail Registry No: ChiCTR2300072356 on 12/06/2023. Retrospectively registered.
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Affiliation(s)
- Chen-Yu Han
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital affiliated to Fudan University, No.1158 of Gongyuan Road, Qingpu District, Shanghai, 201700, China
| | - Jian Zhang
- Department of Pharmacology, Medical College of Shaoxing University, Shaoxing, 312000, China
| | - Xiao-Mei Ye
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital affiliated to Fudan University, No.1158 of Gongyuan Road, Qingpu District, Shanghai, 201700, China
| | - Jia-Ping Lu
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital affiliated to Fudan University, No.1158 of Gongyuan Road, Qingpu District, Shanghai, 201700, China
| | - Hai-Ying Jin
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital affiliated to Fudan University, No.1158 of Gongyuan Road, Qingpu District, Shanghai, 201700, China
| | - Wei-Wei Xu
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital affiliated to Fudan University, No.1158 of Gongyuan Road, Qingpu District, Shanghai, 201700, China
| | - Ping Wang
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital affiliated to Fudan University, No.1158 of Gongyuan Road, Qingpu District, Shanghai, 201700, China
| | - Min Zhang
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital affiliated to Fudan University, No.1158 of Gongyuan Road, Qingpu District, Shanghai, 201700, China.
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Haddad R, Badke D'Andrea C, Ricchio A, Evanoff B, Morrato EH, Parks J, Newcomer JW, Nicol GE. Using Innovation-Corps (I-Corps™) Methods to Adapt a Mobile Health (mHealth) Obesity Treatment for Community Mental Health Settings. Front Digit Health 2022; 4:835002. [PMID: 35721796 PMCID: PMC9197731 DOI: 10.3389/fdgth.2022.835002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
Background We employed Innovation Corps (I-Corps™) methods to adaptation of a mobile health (mHealth) short-message-system (SMS) -based interactive obesity treatment approach (iOTA) for adults with severe mentall illness receiving care in community settings. Methods We hypothesized "jobs to be done" in three broad stakeholder groups: "decision makers" (DM = state and community clinic administrators), "clinician consumers" (CC = case managers, peer supports, nurses, prescribers) and "service consumers" (SC = patients, peers and family members). Semistructured interviews (N = 29) were recorded and transcribed ver batim and coded based on pragmatic-variant grounded theory methods. Results Four themes emerged across groups: education, inertia, resources and ownership. Sub-themes in education and ownership differed between DM and CC groups on implementation ownership, intersecting with professional development, suggesting the importance of training and supervision in scalability. Sub-themes in resources and intertia differed between CC and SC groups, suggesting illness severity and access to healthy food as major barriers to engagement, whereas the SC group identified the need for enhanced emotional support, in addition to pragmatic skills like menu planning and cooking, to promote health behavior change. Although SMS was percieved as a viable education and support tool, CC and DM groups had limited familiarity with use in clinical care delivery. Conclusions Based on customer discovery, the characteristics of a minimum viable iOTA for implementation, scalability and sustainability include population- and context-specific adaptations to treatment content, interventionist training and delivery mechanism. Successful implementation of an SMS-based intervention will likely require micro-adaptations to fit specific clinical settings.
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Affiliation(s)
- Rita Haddad
- Healthy Mind Lab, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States
| | - Carolina Badke D'Andrea
- Healthy Mind Lab, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States
| | - Amanda Ricchio
- Healthy Mind Lab, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States
| | - Bradley Evanoff
- Center for Healthy Work, Department of Internal Medicine, Washington University School of Medicine, St. Louis, MO, United States
| | - Elaine H. Morrato
- Parkinson School of Health Sciences and Public Health, Loyola University of Chicago, Chicago, IL, United States
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Joseph Parks
- National Council for Mental Wellbeing, Washington, DC, United States
| | - John W. Newcomer
- Healthy Mind Lab, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States
- Thriving Mind South Florida, Miami, FL, United States
| | - Ginger E. Nicol
- Healthy Mind Lab, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States
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Tabak RG, Schwarz CD, Kemner A, Johnston S, Aramburu A, Haire-Joshu D. Social Determinants of Health Discussed with Mothers During Personal Visits Before and During the COVID-19 Pandemic. Health Equity 2021; 5:536-544. [PMID: 34909520 PMCID: PMC8665790 DOI: 10.1089/heq.2020.0140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/10/2021] [Indexed: 11/12/2022] Open
Abstract
Purpose: This report describes the social determinants of health (SDOH) discussed during personal visits at the time leading up to and during the first 4 months of the pandemic from families across the United States. Methods: This is a secondary analysis from a cluster randomized trial that embeds Healthy Eating and Active Living Taught at Home within Parents as Teachers (PAT). PAT is a national organization serving families prenatal through kindergarten, delivered by parent educators. After parent educators complete visits with mothers in the trial, they complete brief surveys including the question "Did issues with any of these come up during the visit?" with yes/no options for "Transportation," "Housing," "Food insecurity," "Childcare," "Financial constraint," or "Other." Results: Among the 60 mothers with visit records in the months before and during (March-July 2020) COVID-19, 55% identified as Hispanic or Latino and 52% reported food insecurity at baseline. During COVID-19, financial constraints and other SDOH were as common as they were before COVID-19; childcare issues were discussed less frequently and food security was discussed more frequently. When comparing the number of SDOH parent educators reported discussing with mothers in visits that took place before COVID-19 with the number of SDOH discussed in visits during COVID-19, the number of SDOH increased for 41% for mothers identifying as Hispanic or Latino and only 8% for non-Hispanic or Latino mothers. Conclusions: This study can help build an understanding of how COVID-19 is impacting families, and how these impacts may be inequitable. Clinical Trial Registration Number: NCT03758638.
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Affiliation(s)
- Rachel G. Tabak
- Center for Diabetes Translation Research, Washington University in St. Louis Brown School, St. Louis, Missouri, USA
| | - Cynthia D. Schwarz
- Center for Diabetes Translation Research, Washington University in St. Louis Brown School, St. Louis, Missouri, USA
| | - Allison Kemner
- Parents as Teachers National Center, St. Louis, Missouri, USA
| | - Shelly Johnston
- Center for Diabetes Translation Research, Washington University in St. Louis Brown School, St. Louis, Missouri, USA
| | - Adriana Aramburu
- Center for Diabetes Translation Research, Washington University in St. Louis Brown School, St. Louis, Missouri, USA
| | - Debra Haire-Joshu
- Center for Diabetes Translation Research, Washington University in St. Louis Brown School, St. Louis, Missouri, USA
- Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
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Mazzucca S, Arredondo EM, Hoelscher DM, Haire-Joshu D, Tabak RG, Kumanyika SK, Brownson RC. Expanding Implementation Research to Prevent Chronic Diseases in Community Settings. Annu Rev Public Health 2021; 42:135-158. [PMID: 33467924 PMCID: PMC9152846 DOI: 10.1146/annurev-publhealth-090419-102547] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Chronic disease prevention continues to be inadequate, overall and in achieving health equity, in spite of the many evidence-based practices and policies (EBPPs) available to address risk behaviors such as unhealthful eating, lack of physical activity, and tobacco use. Although clinical settings are needed for EBPPs that involve medical procedures such as immunization or early detection, dissemination of EBPPs can be effective in a variety of settings such as schools and childcare centers, worksites, social service organizations, and religious organizations. More implementation research is needed to meet challenges of effective application of EBPPs in such community settings, in which primary missions, capacity, cultures, and values do not focus on health services delivery. To address health equity, consideration of social and economic contexts of people reached in these settings is essential. This review presents lessons learned from past studies to guide future implementation research and practice across diverse settings and geographies.
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Affiliation(s)
- Stephanie Mazzucca
- Brown School, Washington University in St. Louis, St. Louis, Missouri 63130, USA; , , ,
| | - Elva M Arredondo
- Division of Health Promotion and Behavioral Science, School of Public Health, San Diego State University, San Diego, California 92123-4311, USA;
| | - Deanna M Hoelscher
- Michael & Susan Dell Center for Healthy Living, UTHealth School of Public Health, University of Texas, Austin, Texas 78701, USA;
| | - Debra Haire-Joshu
- Brown School, Washington University in St. Louis, St. Louis, Missouri 63130, USA; , , ,
| | - Rachel G Tabak
- Brown School, Washington University in St. Louis, St. Louis, Missouri 63130, USA; , , ,
| | - Shiriki K Kumanyika
- Department of Community Health and Prevention, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania 19104, USA;
| | - Ross C Brownson
- Brown School, Washington University in St. Louis, St. Louis, Missouri 63130, USA; , , ,
- Department of Surgery, Division of Public Health Sciences; and Alvin J. Siteman Cancer Center, School of Medicine, Washington University in St. Louis, St. Louis, Missouri 63110, USA
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Bryan MA, Smid MC, Cheng M, Fortenberry KT, Kenney A, Muniyappa B, Pendergrass D, Gordon AJ, Cochran G. Addressing opioid use disorder among rural pregnant and postpartum women: a study protocol. Addict Sci Clin Pract 2020; 15:33. [PMID: 33129355 PMCID: PMC7603672 DOI: 10.1186/s13722-020-00206-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 10/23/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Opioid use disorder (OUD) among women delivering at a hospital has increased 400% from 1999-2014 in the United States. From the years 2007 to 2016, opioid-related mortality during pregnancy increased over 200%, and drug-overdose deaths made up nearly 10% of all pregnancy-associated mortality in 2016 in the US. Disproportionately higher rates of neonatal opioid withdrawal syndrome (NOWS) have been reported in rural areas of the country, suggesting that perinatal OUD is a pressing issue among these communities. There is an urgent need for comprehensive, evidence-based treatment services for pregnant women experiencing OUD. The purpose of this article is to describe a study protocol aimed at developing and evaluating a perinatal OUD curriculum, enhancing evidence-based perinatal OUD treatment in a rural setting, and evaluating the implementation of such collaborative care for perinatal OUD. METHODS This two-year study employed a one group, repeated measures, hybrid type-1 effectiveness-implementation design. This study delivered interventions at 2 levels, both targeting improvement of care for pregnant women with OUD. The first area of focus was at the community healthcare provider-level, which aimed to evaluate the acceptability and feasibility of perinatal OUD education across time and to improve provider education by increasing knowledge specific to: MOUD provision; screening, brief intervention, and referral to treatment (SBIRT) utilization; and NOWS treatment. The second area of intervention focus was at the patient-level, which assessed the preliminary effect of perinatal OUD provider education in promoting illicit opioid abstinence and treatment engagement among pregnant women with OUD. We adopted constructs from the Consolidated Framework for Implementation Research (CFIR) to assess contextual factors that may influence implementation, and the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) model to comprehensively evaluate implementation outcomes. DISCUSSION This article presents the protocol of an implementation study that is employing the CFIR and RE-AIM frameworks to implement and evaluate a perinatal OUD education and service coordination program in two rural counties. This protocol could serve as a model for clinicians and researchers seeking to implement improvements in perinatal care for women with OUD in other rural communities. Trial registration NCT04448015 clinicaltrials.gov.
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Affiliation(s)
- M Aryana Bryan
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84132, USA.
| | - Marcela C Smid
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84132, USA.,Department of Obstetrics and Gynecology, University of Utah School of Medicine, Division of Maternal Fetal Medicine, Salt Lake City, UT, 84132, USA
| | - Melissa Cheng
- Department of Family and Preventive Medicine, University of Utah School of Medicine, 375 Chipeta Way Ste. A, Salt Lake City, UT, 84108, USA
| | - Katherine T Fortenberry
- Department of Family and Preventive Medicine, University of Utah School of Medicine, 375 Chipeta Way Ste. A, Salt Lake City, UT, 84108, USA
| | - Amy Kenney
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84132, USA
| | - Bhanu Muniyappa
- Department of Pediatrics, University of Utah School of Medicine, Division of General Pediatrics, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
| | | | - Adam J Gordon
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84132, USA.,Greater Intermountain Node (GIN), NIH NIDA Clinical Trials Network, University of Utah, Salt Lake City, UT, USA.,Informatics, Decision-Enhancement, and Analytic Sciences Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Gerald Cochran
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84132, USA.,Greater Intermountain Node (GIN), NIH NIDA Clinical Trials Network, University of Utah, Salt Lake City, UT, USA
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Haire-Joshu D, Schwarz C, Jacob R, Kristen P, Johnston S, Quinn K, Tabak R. Raising Well at Home: a pre-post feasibility study of a lifestyle intervention for caregivers and their child with obesity. Pilot Feasibility Stud 2020; 6:149. [PMID: 33042569 PMCID: PMC7541221 DOI: 10.1186/s40814-020-00692-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 09/21/2020] [Indexed: 01/15/2023] Open
Abstract
Background Few efficacious pediatric obesity interventions have been successfully translated and sustained in real-world practice, often due to inadequate fit with the priorities of under-resourced populations. Lifestyle interventions, which incorporate tailoring of essential weight loss ingredients and adaptation of mode and intensity to the living circumstances of children with obesity, are needed. The purpose of this pilot study was to test the feasibility and efficacy of a tailored lifestyle intervention for caregivers and their children with obesity, conducted in partnership with Envolve, Inc., a family of comprehensive health solutions and wholly owned subsidiary of Centene Corporation. Methods This 6-month pilot study employed a pretest-posttest design to assess the impact of a tailored lifestyle intervention delivered by peer coaches on (a) caregiver and child weight impacted by changes in dietary intake, walking, and screen time; (b) changes in the home environment; and (c) caregiver engagement and satisfaction. The intervention was delivered via 3 core home visits every 4-6 weeks, with additional support via text. Results The majority of caregivers were female (95.2%) and Black (73.7%). Children had median age of 11.1 years and majority were female (57.6%), with a median BMI near the 99th percentile (Mdn 98.8, IQR 3.5) or 118.3% (IQR 35.8) of the 95th percentile for their sex and age. Participants expressed high satisfaction with the program (mean range 96.7-100.0% agreement on satisfaction items). From baseline to post, caregivers' BMI decreased by 1.8% (p = 0.016, r = 0.22), while children's BMI percentile z-score decreased significantly (p = 0.023, r = 0.18) and BMI percent of the 95th percentile remained constant (p = 0.05, r = 0.15). Caregivers and children decreased sugar-sweetened beverage intake (p = 0.026, r = 0.22; p = 0.006, r = 0.23, respectively), reduced presence of soda in the home (p = 0.002, g = 0.43), and decreased screen time (p = 0.046, g = 0.22). Other eating and walking behaviors remained stable for caregivers and child. Conclusion The Raising Well at Home pilot demonstrated that tailored lifestyle interventions, delivered by peer coaches in the home and via text, are feasible and can improve weight, eating, and environmental measures of caregivers and children with obesity. Future work should determine the effectiveness, sustainability, and scalability of this intervention in sites located across the country. Trial registration ClinicalTrials.gov (NCT04224623). Registered 9 January 2020-retrospectively registered.
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Affiliation(s)
- Debra Haire-Joshu
- Center for Obesity Prevention and Policy Research, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA.,Center for Diabetes Translation Research, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA
| | - Cindy Schwarz
- Center for Obesity Prevention and Policy Research, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA
| | - Rebekah Jacob
- Prevention Research Center in St. Louis, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA
| | - Pat Kristen
- Centene Center for Health Transformation, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA
| | - Shelly Johnston
- Center for Diabetes Translation Research, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA
| | - Karyn Quinn
- Centene Center for Health Transformation, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA
| | - Rachel Tabak
- Center for Diabetes Translation Research, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA.,Prevention Research Center in St. Louis, the Brown School, Washington University in St. Louis, One Brookings Drive, CB 1196, Saint Louis, MO 63130 USA
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