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Li C, Mowery DL, Ma X, Yang R, Vurgun U, Hwang S, Donnelly HK, Bandhey H, Senathirajah Y, Visweswaran S, Sadhu EM, Akhtar Z, Getzen E, Freda PJ, Long Q, Becich MJ. Realizing the potential of social determinants data in EHR systems: A scoping review of approaches for screening, linkage, extraction, analysis, and interventions. J Clin Transl Sci 2024; 8:e147. [PMID: 39478779 PMCID: PMC11523026 DOI: 10.1017/cts.2024.571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 07/08/2024] [Accepted: 07/29/2024] [Indexed: 11/02/2024] Open
Abstract
Background Social determinants of health (SDoH), such as socioeconomics and neighborhoods, strongly influence health outcomes. However, the current state of standardized SDoH data in electronic health records (EHRs) is lacking, a significant barrier to research and care quality. Methods We conducted a PubMed search using "SDOH" and "EHR" Medical Subject Headings terms, analyzing included articles across five domains: 1) SDoH screening and assessment approaches, 2) SDoH data collection and documentation, 3) Use of natural language processing (NLP) for extracting SDoH, 4) SDoH data and health outcomes, and 5) SDoH-driven interventions. Results Of 685 articles identified, 324 underwent full review. Key findings include implementation of tailored screening instruments, census and claims data linkage for contextual SDoH profiles, NLP systems extracting SDoH from notes, associations between SDoH and healthcare utilization and chronic disease control, and integrated care management programs. However, variability across data sources, tools, and outcomes underscores the need for standardization. Discussion Despite progress in identifying patient social needs, further development of standards, predictive models, and coordinated interventions is critical for SDoH-EHR integration. Additional database searches could strengthen this scoping review. Ultimately, widespread capture, analysis, and translation of multidimensional SDoH data into clinical care is essential for promoting health equity.
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Affiliation(s)
- Chenyu Li
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Danielle L. Mowery
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Xiaomeng Ma
- Institute of Health Policy Management and Evaluations, University of Toronto, Toronto, ON, Canada
| | - Rui Yang
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
| | - Ugurcan Vurgun
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Sy Hwang
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Harsh Bandhey
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yalini Senathirajah
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Shyam Visweswaran
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Eugene M. Sadhu
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Zohaib Akhtar
- Kellogg School of Management, Northwestern University, Evanston, IL, USA
| | - Emily Getzen
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Philip J. Freda
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Qi Long
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael J. Becich
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Cataldi JR, Suresh K, Brewer SE, Perreira C, Nederveld A, Skenadore A, Furniss A, Williams C, Severson R, Dempsey AF, O'Leary ST. Boot Camp Translation using Community-Engaged messaging for adolescent Vaccination: A Cluster-Randomized trial. Vaccine 2024; 42:1078-1086. [PMID: 38253469 DOI: 10.1016/j.vaccine.2024.01.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/14/2024] [Accepted: 01/15/2024] [Indexed: 01/24/2024]
Abstract
BACKGROUND Routine vaccination coverage for adolescents living in the rural US is lower than adolescents living in urban areas. We sought to measure the effect of Boot Camp Translation (BCT), a community-based participatory intervention, on rural adolescent vaccination coverage. METHODS A cluster randomized controlled trial was performed September 2018-November 2021 involving 16 rural Colorado counties. Intervention county community members engaged in BCT to develop interventions to improve adolescent vaccination locally. Adolescent vaccination coverage was measured using the Colorado Immunization Information System. RESULTS For 11-12-year-olds, HPV initiation, HPV up-to-date, MenACWY, and Tdap vaccination coverage was lower post- versus pre-intervention in the control and intervention groups. For 11-12-year-olds in the intervention group, there was no significant difference post- versus pre-intervention in the odds of HPV vaccine initiation (adjusted ratio of odds ratios [aROR] = 0.93, 95 %: 0.85-1.02, p = 0.10) or up-to-date HPV vaccination (aROR: 1.10, 95 % CI: 0.98-1.23, p = 0.11) compared with the control group. Among 11-12-year-olds, the decrease in the proportion vaccinated with MenACWY and Tdap in the intervention group was significantly greater than the control group. Among 13-17-year-olds, there were significant increases in HPV initiation, HPV up-to-date, MenACWY, and Tdap vaccination coverage from pre- to post-intervention for both groups, with no significant differences between groups. CONCLUSION 11-12-year-old vaccination coverage decreased slightly from pre- to post-intervention while 13-17-year-old vaccination coverage increased. We saw no effect from the BCT intervention. Our findings about the effectiveness of BCT for improving vaccine uptake may not be generalizable because the study coincided with the COVID-19 pandemic. CLINICAL TRIAL REGISTRY This study was registered with ClinicalTrials.gov, NCT03955757.
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Affiliation(s)
- Jessica R Cataldi
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, United States.
| | - Krithika Suresh
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - Sarah E Brewer
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, United States
| | - Cathryn Perreira
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Andrea Nederveld
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, United States
| | - Amanda Skenadore
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Anna Furniss
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Charnetta Williams
- Immunization Services Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Rachel Severson
- Colorado Department of Public Health and Environment, Denver, CO, United States
| | - Amanda F Dempsey
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, United States
| | - Sean T O'Leary
- ACCORDS, University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, United States
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3
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Valleroy T, Garon C, Perroud J, Wagner AL. Public willingness to receive chlamydia, gonorrhea, syphilis, and trichomoniasis vaccines: a scoping review. BMC Health Serv Res 2023; 23:1290. [PMID: 37996885 PMCID: PMC10668406 DOI: 10.1186/s12913-023-10334-9] [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: 06/10/2023] [Accepted: 11/16/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Sexually transmitted infections (STIs) like chlamydia, gonorrhea, syphilis, and trichomoniasis contribute significantly to global morbidity and mortality. Researchers are pursuing vaccines for these STIs, and a clinical trial is currently underway for a chlamydia vaccine. However, there is little research available on individuals' willingness to receive chlamydia, gonorrhea, syphilis, and trichomoniasis vaccines. The purpose of this analysis was to map the existing literature we have on individuals' willingness to receive these bacterial/parasitic STI vaccines and understand what information on vaccine acceptability is still needed. METHODS We searched seven databases for literature on STI vaccine acceptability, then conducted title/abstract and full-text reviews to assess eligibility. All reviews and abstractions were conducted blindly by two reviewers, with discrepancies settled by discussion or the input of a third reviewer. RESULTS Eight of the original 2,259 texts of interest met inclusion criteria. After data abstraction, we found that gonorrhea was the most commonly examined, followed by chlamydia and syphilis. Trichomoniasis vaccine acceptability was not reported. Most texts reported high acceptability, but there did not appear to be data describing how vaccine characteristics affect acceptability. Similarly, while the literature covers a variety of populations, most of the study populations were based out of the United States or Canada and were patrons of healthcare facilities or participants from a larger health intervention study. Therefore, more information is needed on populations outside North America, and on groups with lower healthcare access and utilization. CONCLUSION As the incidence of bacterial and parasitic STIs increase, and as we grow nearer vaccines for these illnesses, understanding how likely the public is to accept and receive these vaccines is crucial to their success. While the existing literature describes STI vaccine acceptability in a variety of populations, their overall number is small. More research into STI vaccine acceptability outside of North America, and especially examining how factors like number of doses, timing, and cost influence vaccine acceptability is needed to ensure effective future vaccine rollouts.
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Affiliation(s)
- T Valleroy
- Department of Epidemiology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Colin Garon
- Department of Anthropology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Janamarie Perroud
- Department of Health Management and Policy, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Abram L Wagner
- Department of Epidemiology, University of Michigan, Ann Arbor, MI, 48109, USA.
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Rames JD, Frisco NA, Jiang R, Shah KP, Kahmke RR, Puscas L, Osazuwa-Peters N, Rocke DJ. Integrated Health Maintenance Reminders for Improved HPV Vaccine Administration: Toward Improvements in Completion Disparities. Otolaryngol Head Neck Surg 2023; 169:76-85. [PMID: 36939623 PMCID: PMC10293109 DOI: 10.1002/ohn.242] [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: 08/29/2022] [Revised: 11/23/2022] [Accepted: 12/11/2022] [Indexed: 01/30/2023]
Abstract
OBJECTIVE To evaluate the effect of a health maintenance reminder (HMR) on human papillomavirus (HPV) vaccine administration and completion across different age, insurance, and race cohorts. STUDY DESIGN Retrospective pre-post analysis. SETTING Academic primary care. METHODS Patients aged 9 to 26 who had initiated the HPV vaccine series from 2016 to 2021 were analyzed, based on current age-based standards. The cohort was divided based on vaccine uptake before and after the implementation of the HMR program in February 2020. The multivariate analysis estimated the odds of vaccine completion based on sociodemographic factors, and variable interactions were investigated to determine independent associations between sociodemographic factors and HMR implementation. RESULTS There were 7654 individual patients (mean age was 15.8 years; 46.7 were males; and 50.7% were white). HPV vaccine completion rates increased post-HMR implementation by 59.2% (37% pre-, and 58.9% post-HMR; p < .001) in the entire cohort. Overall, black patients (adjusted odds ratio [aOR] = 0.68; 95% confidence interval [CI]: 0.60, 0.70) and patients ≥18 years (aOR = 0.13; 95% CI: 0.11, 0.15) were significantly less likely to complete their vaccine series; however, this improved significantly following HMR in these groups (p < .001). Post-HMR, race, and insurance status were not independently associated with disparate vaccine completion rates, however, age was, and patients ≤14 or younger had higher odds of vaccine completion (aOR = 3.54; 95% CI: 2.91, 4.32). CONCLUSION The implementation of an HMR was associated with increased HPV vaccine uptake across age and race groups in this single-institution study. Future research should explore barriers to implementing HMRs in different health care settings.
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Affiliation(s)
- Jess D. Rames
- Duke University, Department of Head and Neck Surgery &
Communication Sciences, Durham, North Carolina, USA
- Duke University Pratt School of Engineering, Durham, North
Carolina, USA
- Mayo Clinic, Department of Plastic and Reconstructive
Surgery, Rochester, Minnesota, USA
| | - Nicholas A. Frisco
- Duke University, Department of Head and Neck Surgery &
Communication Sciences, Durham, North Carolina, USA
| | - Rong Jiang
- Department of Psychiatry and Behavioral Sciences, School of
Medicine, Duke University, Durham, North Carolina, USA
| | - Kevin P. Shah
- Department of Medicine, Duke Primary Care, Durham, North
Carolina, USA
| | - Russel R. Kahmke
- Duke University, Department of Head and Neck Surgery &
Communication Sciences, Durham, North Carolina, USA
- Duke Cancer Institute, Durham, North Carolina, USA
| | - Liana Puscas
- Duke University, Department of Head and Neck Surgery &
Communication Sciences, Durham, North Carolina, USA
| | - Nosayaba Osazuwa-Peters
- Duke University, Department of Head and Neck Surgery &
Communication Sciences, Durham, North Carolina, USA
- Duke University School of Medicine, Durham, North Carolina,
Department of Population Health Sciences, Durham, North Carolina, USA
- Duke Cancer Institute, Durham, North Carolina, USA
| | - Daniel J. Rocke
- Duke University, Department of Head and Neck Surgery &
Communication Sciences, Durham, North Carolina, USA
- Duke Cancer Institute, Durham, North Carolina, USA
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Mansfield LN, Choi K, Delgado JR, Macias M, Munoz-Plaza C, Lewin B, Bronstein D, Chang J, Bruxvoort K. Decision-Making about COVID-19 Vaccines among Health Care Workers and Their Adolescent Children. West J Nurs Res 2023; 45:665-673. [PMID: 37096318 PMCID: PMC10280115 DOI: 10.1177/01939459231170981] [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] [Indexed: 04/26/2023]
Abstract
Health care workers promote COVID-19 vaccination for adolescent patients, and as parents, may influence their own children to get vaccinated. We conducted virtual, semi-structured qualitative interviews with vaccinated health care workers and their adolescent children to explore their decision-making process for COVID-19 vaccination. In total, 21 health care workers (physicians, nurses, and medical staff) and their adolescent children (N = 17) participated in interviews. The following three themes described parent-adolescent decision-making for COVID-19 vaccination: (1) family anticipation and hesitation about COVID-19 vaccine approval; (2) parents' or adolescents' choice: the decision maker for adolescent COVID-19 vaccination; and (3) leveraging one's vaccination status to encourage others to get vaccinated. Nurses encouraged adolescent autonomy in decisions for COVID-19 vaccination while physicians viewed vaccination as the parent's decision. Health care workers and their adolescent children used role-modeling to motivate unvaccinated peers and may model their decision-making process for adolescent COVID-19 vaccination with their own children to support their patients' and parents' vaccine decisions.
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Affiliation(s)
- Lisa N. Mansfield
- National Clinician Scholars Program,
Division of General Medicine & Health Services Research, Department of Medicine,
David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA,
USA
- School of Nursing, University of North
Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kristen Choi
- Department of Research &
Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- School of Nursing, University of
California, Los Angeles, CA, USA
- Department of Health Policy and
Management, Fielding School of Public Health, University of California, Los Angeles,
CA, USA
| | - Jeanne R. Delgado
- National Clinician Scholars Program,
Division of General Medicine & Health Services Research, Department of Medicine,
David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA,
USA
- Division of General Pediatrics,
Department of Pediatrics, Children’s Hospital Los Angeles, University of Southern
California Keck School of Medicine, Los Angeles, CA, USA
| | - Mayra Macias
- Department of Research &
Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Corrine Munoz-Plaza
- Department of Research &
Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Bruno Lewin
- Southern California Permanente Medical
Group, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - David Bronstein
- Southern California Permanente Medical
Group, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - John Chang
- Department of Research &
Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Katia Bruxvoort
- Department of Research &
Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Department of Epidemiology, School of
Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
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6
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Abouelella DK, Canick JE, Barnes JM, Rohde RL, Watts TL, Adjei Boakye E, Osazuwa-Peters N. Human papillomavirus vaccine uptake among teens before and during the COVID-19 pandemic in the United States. Hum Vaccin Immunother 2022; 18:2148825. [PMID: 36484115 PMCID: PMC9762824 DOI: 10.1080/21645515.2022.2148825] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
It is unclear how the COVID-19 pandemic impacted human papillomavirus (HPV) vaccine uptake and which sociodemographic groups may have been most impacted. We aimed to assess differences in HPV vaccine uptake (initiation and completion) before and during the pandemic in the United States. We conducted a cross-sectional study using data from the 2019 to 2020 National Immunization Surveys - Teen (NIS-Teen), comparing vaccine initiation and completion rates in 2019 vs. 2020, based on confirmed reports by a healthcare provider. Weighted logistic regression analysis estimated odds of vaccine initiation and completion for both adolescent and parental characteristics. There were 18,788 adolescents in 2019 and 20,162 in 2020. There was 3.6% increase in HPV vaccine initiation (71.5% vs. 75.1%) and a 4.4% in completion (54.2% vs. 58.6%) rates from 2019 to 2020. In 2020, Non-Hispanic White teens were significantly less likely to initiate (aOR = 0.62, 95% CI: 0.49, 0.79) and complete (aOR = 0.71, 95% CI: 0.58, 0.86) vaccine uptake compared with non-Hispanic Black teens. Additionally, teens who lived above the poverty line were also less likely to initiate HPV vaccination (aOR = 0.63, 95% CI: 0.49, 0.80) or complete them (aOR = 0.73, 95% CI: 0.60, 0.90), compared to those who lived below the poverty line. During the COVID-19 pandemic in 2020, some historically advantaged socioeconomic groups such as those living above the poverty line were less likely to receive HPV vaccine. The impact of the pandemic on HPV vaccine uptake may transcend traditional access to care factors.
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Affiliation(s)
- Dina K. Abouelella
- Department of Head and Neck Surgery & Communication Sciences, Duke University School of Medicine, Durham, NC, USA
| | | | - Justin M. Barnes
- Department of Radiation Oncology, Washington University School of Medicine in St Louis, St Louis, MO, USA
| | - Rebecca L. Rohde
- Department of Otolaryngology & Communication Sciences, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Tammara L. Watts
- Department of Head and Neck Surgery & Communication Sciences, Duke University School of Medicine, Durham, NC, USA,Duke Cancer Institute, Duke University, Durham, NC, USA
| | - Eric Adjei Boakye
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA,Department of Otolaryngology–Head and Neck Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Nosayaba Osazuwa-Peters
- Department of Head and Neck Surgery & Communication Sciences, Duke University School of Medicine, Durham, NC, USA,Duke Cancer Institute, Duke University, Durham, NC, USA,Department of Population Health Sciences, School of Medicine, Duke University, Durham, NC, USA,CONTACT Nosayaba Nosa Osazuwa-Peters Department of Head and Neck Surgery & Communication Sciences, Duke University School of Medicine, 40 Duke Medicine Circle, Duke South Yellow Zone 4074C DUMC 3805, Durham, NC27710-4000, USA
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