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Idnay B, Fang Y, Stanley E, Ruotolo B, Chung WK, Marder K, Weng C. Promoting equity in clinical research: The role of social determinants of health. J Biomed Inform 2024; 156:104663. [PMID: 38838949 PMCID: PMC11272440 DOI: 10.1016/j.jbi.2024.104663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/02/2024] [Indexed: 06/07/2024]
Abstract
OBJECTIVE This study aims to investigate the association between social determinants of health (SDoH) and clinical research recruitment outcomes and recommends evidence-based strategies to enhance equity. MATERIALS AND METHODS Data were collected from the internal clinical study manager database, clinical data warehouse, and clinical research registry. Study characteristics (e.g., study phase) and sociodemographic information were extracted. Median neighborhood income, distance from the study location, and Area Deprivation Index (ADI) were calculated. Mixed effect generalized regression was used for clustering effects and false discovery rate adjustment for multiple testing. A stratified analysis was performed to examine the impact in distinct medical departments. RESULTS The study sample consisted of 3,962 individuals, with a mean age of 61.5 years, 53.6 % male, 54.2 % White, and 49.1 % non-Hispanic or Latino. Study characteristics revealed a variety of protocols across different departments, with cardiology having the highest percentage of participants (46.4 %). Industry funding was the most common (74.5 %), and digital advertising and personal outreach were the main recruitment methods (58.9 % and 90.8 %). DISCUSSION The analysis demonstrated significant associations between participant characteristics and research participation, including biological sex, age, ethnicity, and language. The stratified analysis revealed other significant associations for recruitment strategies. SDoH is crucial to clinical research recruitment, and this study presents evidence-based solutions for equity and inclusivity. Researchers can tailor recruitment strategies to overcome barriers and increase participant diversity by identifying participant characteristics and research involvement status. CONCLUSION The findings highlight the relevance of clinical research inequities and equitable representation of historically underrepresented populations. We need to improve recruitment strategies to promote diversity and inclusivity in research.
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Affiliation(s)
- Betina Idnay
- Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, USA
| | - Yilu Fang
- Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, USA
| | - Edward Stanley
- Compliance Applications, Information Technology, Columbia University, New York, NY, USA
| | - Brenda Ruotolo
- Institutional Review Board for Human Subjects Research, Columbia University, New York, NY, USA
| | - Wendy K Chung
- Department of Pediatrics, Columbia University Irving Medical Center, New York, NY, USA
| | - Karen Marder
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Chunhua Weng
- Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, USA.
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Chhaya VY, Binion CC, Mulles SM, Tannhauser PA, Aziz DZ, Greenwood JD, Barlek MH, Rouan JR, Wyatt TG, Kibbe MR. Gender Bias in Clinical Trial Enrollment: Female Authorship Matters. Ann Vasc Surg 2023; 95:233-243. [PMID: 37023917 DOI: 10.1016/j.avsg.2023.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/13/2023] [Accepted: 03/21/2023] [Indexed: 04/08/2023]
Abstract
BACKGROUND Despite initiatives to promote equal enrollment of human subjects in clinical trials, females continue to be underrepresented. The goal of this work is to determine if female enrollment in human clinical trials published in 3 high-impact journals from 2015 to 2019 is correlated with gender of first and/or senior authors. METHODS Clinical trials published in the Journal of the American Medical Association (JAMA), The Lancet, and the New England Journal of Medicine (NEJM) from January 1, 2015, to December 31, 2019, were reviewed. Trials were excluded for ongoing enrollment, sex-specific disease research, or author name without gender assignment. One-sample χ2 pairwise comparisons and two-tailed proportion tests on the proportion of females between gender author pairings were done overall and for each subset analysis. RESULTS In total, 1,427 articles enrolled a total of 2,104,509 females and 2,616,981 males (44.6% vs. 55.4%, P ≤ 0.0001) in clinical trials. Overall, more females were enrolled if both first and senior authors were female (51.7% vs. 48.3%, P ≤ 0.0001). Proportion of females enrolled decreased with the following first and senior author pairings: female-male (48.9%), male-female (48.6%), and male-male (40.5%, P ≤ 0.0001 compared to female-female authorship). Greater female enrollment in clinical trials with female-female compared to male-male authorship persisted in subset analyses by funding source, phase, randomization for study participants, drug and/or device trial, and geographic location. Female enrollment was higher in 3 surgical specialties: neurosurgery (all authors: 52%, P ≤ 0.01), ophthalmology (all authors: 53.6%, P ≤ 0.0001), and surgery (all authors: 54.4%, P ≤ 0.0001). The majority of surgical specialties did not publish trials with female-female authorship but when stratifying by author gender pairing, surgical oncology had the highest female enrollment with female-female authorship (98.4%, P ≤ 0.0001). CONCLUSIONS Female authorship of clinical trial publications, specifically having both first and senior authors as female, was correlated with higher female enrollment in clinical trials when compared to male authorship and endured with multiple subset analyses.
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Affiliation(s)
- Vina Y Chhaya
- Department of Surgery, University of Virginia, Charlottesville, VA
| | - C Chase Binion
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA
| | - Shanen M Mulles
- Department of Surgery, University of Virginia, Charlottesville, VA
| | | | - Daniel Z Aziz
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA
| | | | - Mark H Barlek
- Department of Surgery, University of Virginia, Charlottesville, VA; Department of Surgery, Allegheny Health Network, Pittsburgh, PA
| | - Jessica R Rouan
- Department of Surgery, University of North Carolina, Chapel Hill, NC
| | - Thomas G Wyatt
- Department of Surgery, University of Virginia, Charlottesville, VA; Department of Surgery, Texas Tech University Health Sciences Center, Lubbock, TX
| | - Melina R Kibbe
- Department of Surgery, University of Virginia, Charlottesville, VA; Department of Biomedical Engineering, University of Virginia, Charlottesville, VA.
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OjiNjideka Hemphill N, Pezley L, Steffen A, Elam G, Kominiarek MA, Odoms-Young A, Kessee N, Hamm A, Tussing-Humphreys L, Koenig MD. Feasibility Study of Lactobacillus Plantarum 299v Probiotic Supplementation in an Urban Academic Facility among Diverse Pregnant Individuals. Nutrients 2023; 15:875. [PMID: 36839232 PMCID: PMC9966742 DOI: 10.3390/nu15040875] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 01/31/2023] [Accepted: 02/07/2023] [Indexed: 02/11/2023] Open
Abstract
(1) Background: Despite iron intake recommendations, over a quarter of pregnant individuals have iron deficiency. Lactobacillus plantarum 299v (Lp299v®) enhances iron absorption in non-pregnant populations and may have positive effects in pregnancy among those with sufficient iron stores; however, no studies have evaluated the effect of Lp299v® on maternal and neonatal iron status among individuals at risk for iron deficiency anemia in pregnancy. Thus, this study aims to assess the feasibility and preliminary efficacy of daily oral Lp299v® maternal supplementation among diverse pregnant individuals. (2) Methods: In this double-blind placebo-controlled randomized supplementation feasibility study, participants were randomized to probiotic Lp299v® + prenatal vitamin with iron or placebo + prenatal vitamin with iron from 15-20 weeks of gestation through delivery. (3) Results: Of the 20 enrolled and randomized participants, 58% (7/12) from the Lp299v® group and 75% (6/8) from the placebo group were retained. Adherence to supplementation was 72% for Lp299v®/placebo and 73% for the prenatal vitamin. A slower decline in maternal hematological and iron parameters across pregnancy was observed in the Lp299v® group compared to placebo. (4) Conclusions: Lp299v® may be a tolerable therapy during pregnancy and has the potential to affect maternal and neonatal hematological and iron status.
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Affiliation(s)
- Nefertiti OjiNjideka Hemphill
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, 1919 W. Taylor St., Chicago, IL 60612, USA; (N.O.H.); (L.P.); (N.K.); (A.H.); (L.T.-H.)
| | - Lacey Pezley
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, 1919 W. Taylor St., Chicago, IL 60612, USA; (N.O.H.); (L.P.); (N.K.); (A.H.); (L.T.-H.)
| | - Alana Steffen
- Department of Population Health Nursing Science, College of Nursing, University of Illinois at Chicago, 845 S. Damen Ave, Chicago, IL 60612, USA;
| | - Gloria Elam
- Department of Obstetrics and Gynecology, College of Medicine, University of Illinois at Chicago, 820 S. Wood St., Chicago, IL 60612, USA;
| | - Michelle A. Kominiarek
- Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, 250 W. Superior St., Chicago, IL 60611, USA;
| | - Angela Odoms-Young
- Division of Nutritional Sciences, College of Human Ecology, Cornell University, 116 Reservoir Ave, Ithaca, NY 14853, USA;
| | - Nicollette Kessee
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, 1919 W. Taylor St., Chicago, IL 60612, USA; (N.O.H.); (L.P.); (N.K.); (A.H.); (L.T.-H.)
| | - Alyshia Hamm
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, 1919 W. Taylor St., Chicago, IL 60612, USA; (N.O.H.); (L.P.); (N.K.); (A.H.); (L.T.-H.)
| | - Lisa Tussing-Humphreys
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, 1919 W. Taylor St., Chicago, IL 60612, USA; (N.O.H.); (L.P.); (N.K.); (A.H.); (L.T.-H.)
| | - Mary Dawn Koenig
- Department of Human Development Nursing Science, College of Nursing, University of Illinois at Chicago, 845 S. Damen Ave, Chicago, IL 60612, USA
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Wells JM, Galarneau JM, Minich NM, Cohen DM, Clinton K, Taylor HG, Bigler ED, Bacevice A, Mihalov LK, Bangert BA, Zumberge NA, Yeates KO. Social determinants of participant recruitment and retention in a prospective cohort study of pediatric mild traumatic brain injury. Front Neurol 2022; 13:961024. [PMID: 36176559 PMCID: PMC9513452 DOI: 10.3389/fneur.2022.961024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 08/23/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundPrior studies have shown poor recruitment and retention of minoritized groups in clinical trials.ObjectiveTo examine several social determinants as predictors of consent to participate and retention as part of a prospective, longitudinal cohort study of children 8–16 with either mild traumatic brain injury (mild TBI) or orthopedic injury (OI).MethodsChildren and families were recruited during acute visits to emergency departments (ED) in two large children's hospitals in the midwestern United States for a prospective, longitudinal cohort study of children 8–16 with either mild TBI or OI.ResultsA total of 588 (mild TBI = 307; OI = 281) eligible children were approached in the ED and 315 (mild TBI = 195; OI = 120) were consented. Children who consented did not differ significantly from those who did not consent in sex or age. Consent rates were higher among Black (60.9%) and multi-racial (76.3%) children than white (45.3%) children. Among the 315 children who consented, 217 returned for a post-acute assessment (mild TBI = 143; OI = 74), a retention rate of 68.9%. Participants who were multi-racial (96.6%) or white (79.8%) were more likely to return for the post-acute visit than those who were Black (54.3%).ConclusionsRacial differences exist in both recruitment and retention of participants in a prospective, longitudinal cohort of children with mild TBI or OI. Further work is needed to understand these differences to ensure equitable participation of minoritized groups in brain injury research.
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Affiliation(s)
- Jordee M. Wells
- Department of Pediatrics, Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, OH, United States
- *Correspondence: Jordee M. Wells
| | - Jean-Michel Galarneau
- Department of Psychology, Alberta Children's Hospital Research Institute, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Nori M. Minich
- Department of Pediatrics, Rainbow Babies and Children's Hospital, Case Western Reserve University, Cleveland, OH, United States
| | - Daniel M. Cohen
- Department of Pediatrics, Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, OH, United States
| | - Kameron Clinton
- Department of Pediatrics, Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, OH, United States
| | - H. Gerry Taylor
- Department of Pediatrics, Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, OH, United States
| | - Erin D. Bigler
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, UT, United States
| | - Ann Bacevice
- Department of Pediatrics, Rainbow Babies and Children's Hospital, Case Western Reserve University, Cleveland, OH, United States
| | - Leslie K. Mihalov
- Department of Pediatrics, Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, OH, United States
| | - Barbara A. Bangert
- Departments of Radiology and Neurosurgery, University Hospitals Health System, Cleveland, OH, United States
| | - Nicholas A. Zumberge
- Department of Radiology, Nationwide Children's Hospital, Columbus, OH, United States
| | - Keith Owen Yeates
- Department of Psychology, Alberta Children's Hospital Research Institute, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
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Gamble A, Beech BM, Blackshear C, Herring SJ, Welsch MA, Moore JB. Changes in Physical Activity and Television Viewing From Pre-pregnancy Through Postpartum Among a Socioeconomically Disadvantaged Perinatal Adolescent Population. J Pediatr Adolesc Gynecol 2021; 34:832-838. [PMID: 34271198 PMCID: PMC8578293 DOI: 10.1016/j.jpag.2021.06.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/16/2021] [Accepted: 06/29/2021] [Indexed: 11/30/2022]
Abstract
STUDY OBJECTIVE Adolescent pregnancy contributes to accelerated trajectories of adiposity and cardiometabolic diseases. Two potentially low-cost prevention strategies include promoting physical activity (PA) and limiting television (TV) viewing. Few studies have explored these behavior patterns in perinatal adolescents. This study sought to characterize PA and TV viewing in a socioeconomically disadvantaged perinatal adolescent population. DESIGN, SETTING, PARTICIPANTS, AND INTERVENTIONS A cross-sectional, retrospective, 10-item survey was used to explore behavior patterns in 79 predominantly Black (86%) postpartum adolescents. MAIN OUTCOME MEASURES Outcomes included self-reported changes in PA from pre-pregnancy through pregnancy, and 7-day recall of PA and TV viewing in postpartum. RESULTS The majority of adolescents (66%) reported being active on ≥3 days/week in pre-pregnancy; however, many reported low PA (≤2 days/wk) in their first (59%), second (66%), and third (54%) trimesters. Adolescents who reported being active on ≥5 days/wk in pre-pregnancy (19%) experienced first trimester PA decline, which subsequently plateaued. This group remained the most active throughout pregnancy. In postpartum, over half (54%) of all adolescents reported low PA and irrespective of PA, spent considerable time watching TV (median = 1680.0 minutes, inerquartile range = 2940). CONCLUSION Interventions promoting PA coupled with reducing TV viewing during pregnancy and in postpartum may benefit perinatal adolescents. The findings from this study suggest that PA history is a predictor of gestational PA, and low PA and high TV viewing in postpartum underscore the need for behavioral intervention. Conducting a brief assessment of PA history in early gestation may offer important insight.
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Affiliation(s)
- A Gamble
- Department of Preventive Medicine, University of Mississippi Medical Center, Jackson, Mississippi; Department of Pediatrics, University of Mississippi Medical Center, Jackson, Mississippi.
| | - B M Beech
- Office of the Provost, University of Houston, Houston, Texas; College of Medicine, University of Houston, Houston, Texas
| | - C Blackshear
- Department of Data Science, University of Mississippi Medical Center, Jackson, Mississippi
| | - S J Herring
- Program for Maternal Health Equity, Center for Urban Bioethics, Lewis Katz School of Medicine at Temple University, Philadelphia, Pennsylvania
| | - M A Welsch
- Department of Population Health Science, University of Mississippi Medical Center, Jackson, Mississippi
| | - J B Moore
- Department of Implementation Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
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