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Klooster IT, Kip H, van Gemert-Pijnen L, Crutzen R, Kelders S. A systematic review on eHealth technology personalization approaches. iScience 2024; 27:110771. [PMID: 39290843 PMCID: PMC11406103 DOI: 10.1016/j.isci.2024.110771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 03/05/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
Despite the widespread use of personalization of eHealth technologies, there is a lack of comprehensive understanding regarding its application. This systematic review aims to bridge this gap by identifying and clustering different personalization approaches based on the type of variables used for user segmentation and the adaptations to the eHealth technology and examining the role of computational methods in the literature. From the 412 included reports, we identified 13 clusters of personalization approaches, such as behavior + channeling and environment + recommendations. Within these clusters, 10 computational methods were utilized to match segments with technology adaptations, such as classification-based methods and reinforcement learning. Several gaps were identified in the literature, such as the limited exploration of technology-related variables, the limited focus on user interaction reminders, and a frequent reliance on a single type of variable for personalization. Future research should explore leveraging technology-specific features to attain individualistic segmentation approaches.
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Affiliation(s)
- Iris Ten Klooster
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Hanneke Kip
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Department of Research, Stichting Transfore, Deventer, the Netherlands
| | - Lisette van Gemert-Pijnen
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Rik Crutzen
- Department of Health Promotion, Care and Public Health Research Institute, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Saskia Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
- Optentia Research Focus Area, North-West University, Vaal Triangle Campus, Vanderbijlpark, South Africa
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Dionne M, Sauvageau C, Etienne D, Kiely M, Witteman H, Dubé E. Development of Promising Interventions to Improve Human Papillomavirus Vaccination in a School-Based Program in Quebec, Canada: Results From a Formative Evaluation Using a Mixed Methods Design. JMIR Form Res 2024; 8:e57118. [PMID: 38976317 PMCID: PMC11263894 DOI: 10.2196/57118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 07/09/2024] Open
Abstract
BACKGROUND Despite the availability of school-based human papillomavirus (HPV) vaccination programs, disparities in vaccine coverage persist. Barriers to HPV vaccine acceptance and uptake include parental attitudes, knowledge, beliefs, and system-level barriers. A total of 3 interventions were developed to address these barriers: an in-person presentation by school nurses, an email reminder with a web-based information and decision aid tool, and a telephone reminder using motivational interviewing (MI) techniques. OBJECTIVE Here we report on the development and formative evaluation of interventions to improve HPV vaccine acceptance and uptake among grade 4 students' parents in Quebec, Canada. METHODS In the summer of 2019, we conducted a formative evaluation of the interventions to assess the interventions' relevance, content, and format and to identify any unmet needs. We conducted 3 focus group discussions with parents of grade 3 students and nurses. Interviews were recorded, transcribed, and analyzed for thematic content using NVivo software (Lumivero). Nurses received training on MI techniques and we evaluated the effect on nurses' knowledge and skills using a pre-post questionnaire. Descriptive quantitative analyses were carried out on data from questionnaires relating to the training. Comparisons were made using the proportions of the results. Finally, we developed a patient decision aid using an iterative, user-centered design process. The iterative refinement process involved feedback from parents, nurses, and experts to ensure the tool's relevance and effectiveness. The evaluation protocol and data collection tools were approved by the CHU (Centre Hospitalier Universitaire) de Québec Research Ethics Committee (MP-20-2019-4655, May 16, 2019). RESULTS The data collection was conducted from April 2019 to March 2021. Following feedback (n=28) from the 3 focus group discussions in June 2019, several changes were made to the in-person presentation intervention. Experts (n=27) and school nurses (n=29) recruited for the project appreciated the visual and simplified information on vaccination in it. The results of the MI training for school nurses conducted in August 2019 demonstrated an increase in the skills and knowledge of nurses (n=29). School nurses who took the web-based course (n=24) filled out a pretest and posttest questionnaire to evaluate their learning. The rating increased by 19% between the pretest and posttest questionnaires. Several changes were made between the first draft of the web-based decision-aid tool and the final version during the summer of 2019 after an expert consultation of experts (n=3), focus group participants (n=28), and parents in the iterative process (n=5). More information about HPV and vaccines was added, and users could click if more detail is desired. CONCLUSIONS We developed and pilot-tested 3 interventions using an iterative process. The interventions were perceived as potentially effective to increase parents' knowledge and positive attitudes toward HPV vaccination, and ultimately, vaccine acceptance. Future research will assess the effectiveness of these interventions on a larger scale.
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Affiliation(s)
- Maude Dionne
- Institut National de Santé Publique du Québec, Quebec, QC, Canada
| | - Chantal Sauvageau
- Institut National de Santé Publique du Québec, Quebec, QC, Canada
- Infectious and Immune Diseases Axis, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC, Canada
- Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Doriane Etienne
- VITAM-Centre de Recherche en Santé Durable, Québec, QC, Canada
- Population Health and Optimal Health Practices Axis, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC, Canada
| | - Marilou Kiely
- Institut National de Santé Publique du Québec, Quebec, QC, Canada
- Infectious and Immune Diseases Axis, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC, Canada
| | - Holly Witteman
- Faculty of Medicine, Université Laval, Québec, QC, Canada
- VITAM-Centre de Recherche en Santé Durable, Québec, QC, Canada
- Population Health and Optimal Health Practices Axis, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC, Canada
| | - Eve Dubé
- Infectious and Immune Diseases Axis, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC, Canada
- Faculty of Social Sciences, Université Laval, Québec City, QC, Canada
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Currie GE, McLeod C, Waddington C, Snelling TL. SMS-based interventions for improving child and adolescent vaccine coverage and timeliness: a systematic review. BMC Public Health 2024; 24:1753. [PMID: 38956527 PMCID: PMC11218178 DOI: 10.1186/s12889-024-18900-4] [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: 05/05/2023] [Accepted: 05/21/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND The aim of this review was to investigate the impact of short message service (SMS)-based interventions on childhood and adolescent vaccine coverage and timeliness. METHODS A pre-defined search strategy was used to identify all relevant publications up until July 2022 from electronic databases. Reports of randomised trials written in English and involving children and adolescents less than 18 years old were included. The review was conducted in accordance with PRISMA guidelines. RESULTS Thirty randomised trials were identified. Most trials were conducted in high-income countries. There was marked heterogeneity between studies. SMS-based interventions were associated with small to moderate improvements in vaccine coverage and timeliness compared to no SMS reminder. Reminders with embedded education or which were combined with monetary incentives performed better than simple reminders in some settings. CONCLUSION Some SMS-based interventions appear effective for improving child vaccine coverage and timeliness in some settings. Future studies should focus on identifying which features of SMS-based strategies, including the message content and timing, are determinants of effectiveness.
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Affiliation(s)
- G E Currie
- School of Public Health, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
- Wesfarmers Centre of Vaccines and Infectious Diseases, Telethon Kids Institute, University of Western Australia, Crawley, WA, Australia
| | - C McLeod
- Wesfarmers Centre of Vaccines and Infectious Diseases, Telethon Kids Institute, University of Western Australia, Crawley, WA, Australia
| | - C Waddington
- Department of Medicine, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - T L Snelling
- School of Public Health, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.
- Wesfarmers Centre of Vaccines and Infectious Diseases, Telethon Kids Institute, University of Western Australia, Crawley, WA, Australia.
- School of Public Health, Curtin University, Bentley, WA, Australia.
- Menzies School of Health Research and Charles Darwin University, Casuarina, NT, Australia.
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McGlone MS, Stephens KK, Jia M, Montagnolo C, Xu Y. Multiple Messaging Strategies for Increasing HPV Vaccination Intentions among English- and Spanish-Speaking Parents in the United States and Mexico. Vaccines (Basel) 2024; 12:650. [PMID: 38932379 PMCID: PMC11209435 DOI: 10.3390/vaccines12060650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 06/02/2024] [Accepted: 06/08/2024] [Indexed: 06/28/2024] Open
Abstract
The reported study compared the impact of four influence strategies (agency assignment, enhanced active choice, deviance regulation marking, and temporal framing) on English- and Spanish-speaking parents' reported intention to vaccinate their children for HPV. An online experiment was conducted to examine the impact of the strategies. In a fractional factorial design, participating parents (N = 1663) were exposed to combinations of influence strategies in text messages presented as reminders they might receive from a healthcare provider about their child's eligibility for the vaccine series. The results indicated small but significant impacts of agency assignment, enhanced active choice, and deviance regulation marking on parents' reported vaccination intentions. The study adds to the research literature on HPV vaccination communication in two important respects. First, it demonstrated how incorporating evidence-based influence strategies into reminder messages can increase parents' vaccination intentions, an important precursor and predictor of actual vaccine uptake. Second, it sets an important precedent by examining the effects of influence strategies on vaccination intentions across different languages.
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Affiliation(s)
- Matthew S. McGlone
- Technology and Information Policy Institute, Moody College of Communication, The University of Texas at Austin, Austin, TX 78712, USA; (K.K.S.); (C.M.); (Y.X.)
| | - Keri K. Stephens
- Technology and Information Policy Institute, Moody College of Communication, The University of Texas at Austin, Austin, TX 78712, USA; (K.K.S.); (C.M.); (Y.X.)
| | - Mian Jia
- Department of English, City University of Hong Kong, Hong Kong SAR 999077, China;
| | - Carolyn Montagnolo
- Technology and Information Policy Institute, Moody College of Communication, The University of Texas at Austin, Austin, TX 78712, USA; (K.K.S.); (C.M.); (Y.X.)
| | - Yifan Xu
- Technology and Information Policy Institute, Moody College of Communication, The University of Texas at Austin, Austin, TX 78712, USA; (K.K.S.); (C.M.); (Y.X.)
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Strasel M, VanLangen KM, Benzer J, Geyer A, Jameson AP, Dumkow LE. HPV vaccination rates in 9- and 10-year-olds following a pharmacist-led intervention. J Am Pharm Assoc (2003) 2024; 64:278-282. [PMID: 37604404 DOI: 10.1016/j.japh.2023.08.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/03/2023] [Accepted: 08/15/2023] [Indexed: 08/23/2023]
Abstract
BACKGROUND The American Cancer Society and the American Academy of Pediatrics recommend administering the human papillomavirus (HPV) vaccine to children aged 9 and 10 years to improve on-time vaccination rates as they continue to be below national goal. Pharmacist-led interventions using the electronic health record (EHR) may be an effective way to increase these rates. OBJECTIVE This study aimed to evaluate change in first-dose HPV vaccination rate in 9- and 10-year-olds before and after a multifaceted HPV outreach initiative. METHODS A pre-post, quasi-experimental study involving a pharmacist-led intervention was implemented at 2 primary care offices within a large health care network. Adolescents aged 9 and 10 years during the entire intervention period were included. Between November 1, 2021, and March 31, 2022, an education session was provided by an ambulatory care pharmacist to each primary care team regarding the HPV vaccine and eligibility of 9- and 10-year-olds. On June 1, 2022, a direct message was sent via the EHR to parents or guardians of eligible patients describing eligibility, risks and benefits, and best practice recommendations. The primary end point evaluated change in first-dose HPV vaccination rates in 9- and 10-year-olds measured 6 months after direct messaging. Secondary outcomes evaluated EHR message receipt, adverse events, and program revenue. Nominal outcomes were assessed with McNemar's test or Cochran's Q test using SPSS software; P < 0.05 was considered significant. RESULTS A total of 367 patients aged 9 and 10 years were eligible for HPV vaccination. After the intervention, 45 patients were vaccinated with vaccination rate increasing from 0.5% to 12.8% (P < 0.001). A total of 288 (78.5%) had access to EHR messaging with 203 (55.3%) having confirmed receipt of the message. No adverse reactions were reported within 7 days of vaccination. Most patients (76%) had private insurance, followed by Medicaid (22.6%) and uninsured (1.4%). Approximate revenue of the program was $4129.89. CONCLUSIONS A multifaceted intervention using education and EHR direct messaging significantly increased HPV vaccination rates in 9-and-10-year-olds.
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Krastev S, Krajden O, Vang ZM, Pérez-Gay Juárez F, Solomonova E, Goldenberg M, Weinstock D, Smith MJ, Turk L, Lin X, Gold I. Navigating the uncertainty: A novel taxonomy of vaccine hesitancy in the context of COVID-19. PLoS One 2023; 18:e0295912. [PMID: 38127862 PMCID: PMC10734916 DOI: 10.1371/journal.pone.0295912] [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: 08/16/2023] [Accepted: 12/01/2023] [Indexed: 12/23/2023] Open
Abstract
Vaccine hesitancy remains a significant and evolving public health challenge. The COVID-19 pandemic has created a unique decision context with significant uncertainty caused by the novelty of the disease being targeted, unfamiliarity with the vaccines being offered, misinformation, and strong handed government measures. In an effort to extend our understanding of vaccine hesitancy to the high uncertainty decision environment presented by COVID-19, we present a novel taxonomy of the determinants of vaccine hesitancy, based on an inductive analysis of qualitative data gathered during the COVID-19 pandemic. We report on focus group data from a purposive sample of 18 Canadians with varying sociodemographic characteristics and COVID-19 vaccination attitudes. An inductive thematic analysis of this data reveals eight core themes related to vaccine hesitancy: values, trust, social environment, personal anecdotes, environmental fluctuation, prior knowledge, perceived risk & systems of care. We explore these core themes as well as 25 sub-themes, contrasting them with previous models of vaccine hesitancy and suggesting potential strategies for public health professionals.
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Affiliation(s)
- Sekoul Krastev
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - Oren Krajden
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Zoua M. Vang
- Civil Society and Community Studies, School of Human Ecology, University of Wisconsin-Madison, Madison, WI, United States of America
| | | | - Elizaveta Solomonova
- Neurophilosophy Lab, Division of Social and Transcultural Psychiatry, Department of Philosophy, McGill University, Montreal, Quebec, Canada
| | - Maya Goldenberg
- Department of Philosophy, University of Guelph, Guelph, Ontario, Canada
| | | | - Maxwell J. Smith
- School of Health Studies, Faculty of Health Sciences, Western University, London, Ontario, Canada
| | - Lindsey Turk
- Dyson School of Applied Economics and Management, Cornell University, Ithaca, New York, United States of America
| | - Xingyan Lin
- Goldman School of Public Policy, University of California, Berkeley, Berkeley, California, States of America
| | - Ian Gold
- Neurophilosophy Lab, Division of Social and Transcultural Psychiatry, Department of Philosophy, McGill University, Montreal, Quebec, Canada
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Williams CT, Zaidi STR, Saini B, Castelino R. The Role of Adult Vaccines as Part of Antimicrobial Stewardship: A Scoping Review. Antibiotics (Basel) 2023; 12:1429. [PMID: 37760725 PMCID: PMC10525636 DOI: 10.3390/antibiotics12091429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 09/02/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Antimicrobial resistance (AMR) is a significant global health concern, causing an estimated 700,000 deaths annually. Although immunisation has been shown to significantly reduce AMR, the role of vaccines as part of antimicrobial stewardship (AMS) practices is often overlooked. OBJECTIVE To identify and examine the available literature on the role of vaccines as part of AMS practices. METHOD A scoping review was conducted in the following databases: MEDLINE, Embase, Scopus, CINAHL, CCRCT, IPA, and WoS, along with grey literature sources. The review was conducted using the JBI Methodology for Scoping Reviews and reported in line with the PRISMA-SCr checklist. RESULTS Among the 1711 records identified, 34 met the inclusion criteria; 8 discussed only the concept, while 26 discussed both the concept and the vaccine implementation method in AMS practices. There were eight recommended and/or utilised types of AMS activities identified involving vaccines, under four key themes of vaccine-related AMS strategies: Education, Screening, Vaccination, and Monitoring. Influenza and pneumococcal vaccines had the most evidence for inclusion. CONCLUSION Overall, the evidence supports the role of vaccines as part of AMS practices and the value of their inclusion in creating improved and comprehensive AMS strategies to further combat the development of AMR.
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Affiliation(s)
| | | | - Bandana Saini
- Faculty of Medicine and Health, University of Sydney, Camperdown 2050, Australia (R.C.)
| | - Ronald Castelino
- Faculty of Medicine and Health, University of Sydney, Camperdown 2050, Australia (R.C.)
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Wynn CS, Fiks AG, Localio R, Shults J, Nekrasova E, Shone LP, Torres A, Griffith M, Unger R, Ware LA, Kelly MK, Stockwell MS. Examination of Text Message Plans and Baseline Usage of Families Enrolled in a Text Message Influenza Vaccine Reminder Trial: Survey Study. JMIR Form Res 2023; 7:e39576. [PMID: 37389945 PMCID: PMC10365607 DOI: 10.2196/39576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 07/01/2023] Open
Abstract
BACKGROUND Mobile health (mHealth) is quickly expanding as a method of health promotion, but some interventions may not be familiar or comfortable for potential users. SMS text messaging has been investigated as a low-cost, accessible way to provide vaccine reminders. Most (97%) US adults own a cellphone and of those adults most use SMS text messaging. However, understanding patterns of SMS text message plan type and use in diverse primary care populations needs more investigation. OBJECTIVE We sought to use a survey to examine baseline SMS text messaging and data plan patterns among families willing to accept SMS text message vaccine reminders. METHODS As part of a National Institutes of Health (NIH)-funded national study (Flu2Text) conducted during the 2017-2018 and 2018-2019 influenza seasons, families of children needing a second seasonal influenza vaccine dose were recruited in pediatric primary care offices at the time of their first dose. Practices were from the American Academy of Pediatrics' (AAP) Pediatric Research in Office Settings (PROS) research network, the Children's Hospital of Philadelphia, and Columbia University. A survey was administered via telephone (Season 1) or electronically (Season 2) at enrollment. Standardized (adjusted) proportions for SMS text message plan type and texting frequency were calculated using logistic regression that was adjusted for child and caregiver demographics. RESULTS Responses were collected from 1439 participants (69% of enrolled). The mean caregiver age was 32 (SD 6) years, and most children (n=1355, 94.2%) were aged 6-23 months. Most (n=1357, 94.3%) families were English-speaking. Most (n=1331, 92.8%) but not all participants had an unlimited SMS text messaging plan and sent or received texts at least once daily (n=1313, 91.5%). SMS text messaging plan type and use at baseline was uniform across most but not all subgroups. However, there were some differences in the study population's SMS text messaging plan type and usage. Caregivers who wanted Spanish SMS text messages were less likely than those who chose English to have an unlimited SMS text messaging plan (n=61, 86.7% vs n=1270, 94%; risk difference -7.2%, 95% CI -27.1 to -1.8). There were no significant differences in having an unlimited plan associated with child's race, ethnicity, age, health status, insurance type, or caregiver education level. SMS text messaging use at baseline was not uniform across all subgroups. Nearly three-quarters (n=1030, 71.9%) of participants had received some form of SMS text message from their doctor's office; most common were appointment reminders (n=1014, 98.4%), prescription (n=300, 29.1%), and laboratory notifications (n=117, 11.4%). Even the majority (n=64, 61.5%) of those who did not have unlimited plans and who texted less than daily (n=72, 59%) reported receipt of these SMS text messages. CONCLUSIONS In this study, most participants had access to unlimited SMS text messaging plans and texted at least once daily. However, infrequent texting and lack of access to an unlimited SMS text messaging plan did not preclude enrolling to receive SMS text message reminders in pediatric primary care settings.
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Affiliation(s)
- Chelsea S Wynn
- Division of Child and Adolescent Health, Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, United States
| | - Alexander G Fiks
- Department of Pediatrics, Clinical Futures & PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Russell Localio
- Department of Biostatistics, Epidemiology & Informatics, University of Pennsylvania, Philadelphia, PA, United States
| | - Justine Shults
- Department of Biostatistics, Epidemiology & Informatics, University of Pennsylvania, Philadelphia, PA, United States
| | - Ekaterina Nekrasova
- Department of Pediatrics, Clinical Futures & PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Laura P Shone
- Primary Care Research, American Academy of Pediatrics, Itasca, IL, United States
| | - Alessandra Torres
- Primary Care Research, American Academy of Pediatrics, Itasca, IL, United States
| | - Miranda Griffith
- Primary Care Research, American Academy of Pediatrics, Itasca, IL, United States
| | - Rebecca Unger
- Northwestern Children's Practice, Chicago, IL, United States
| | - Leigh Ann Ware
- Building Blocks Pediatrics, Pleasanton, TX, United States
| | - Mary Kate Kelly
- Department of Pediatrics, Clinical Futures & PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Melissa S Stockwell
- Division of Child and Adolescent Health, Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, United States
- Department of Population and Family Health, Columbia University Mailman School of Public Health, New York, NY, United States
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Real FJ, Zackoff MW, Rosen BL. Using Technology to Overcome Vaccine Hesitancy. Pediatr Clin North Am 2023; 70:297-308. [PMID: 36841597 DOI: 10.1016/j.pcl.2022.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/27/2023]
Abstract
Technology holds great potential to address many vaccine hesitancy determinants and support vaccine uptake given its ability to amplify positive messages, support knowledge, and enhance providers' recommendations. Modalities previously implemented with variable success have included automated reminder systems, decision support for clinicians, online education programs, social media campaigns, and virtual reality curricula. Further research is needed to identify the optimal uses of technology at the patient/parent and provider levels to overcome vaccine hesitancy. The most effective interventions will likely be multipronged providing patients, parents, and providers with information related to vaccine status.
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Affiliation(s)
- Francis J Real
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, USA; Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, USA.
| | - Matthew W Zackoff
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, USA; Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, USA
| | - Brittany L Rosen
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, USA; Division of Adolescent and Transition Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, USA
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Choi J, Tamí-Maury I, Cuccaro P, Kim S, Markham C. Digital Health Interventions to Improve Adolescent HPV Vaccination: A Systematic Review. Vaccines (Basel) 2023; 11:vaccines11020249. [PMID: 36851127 PMCID: PMC9963303 DOI: 10.3390/vaccines11020249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/19/2023] [Accepted: 01/20/2023] [Indexed: 01/26/2023] Open
Abstract
Digital technologies are being increasingly utilized in healthcare to provide pertinent and timely information for primary prevention, such as vaccination. This study aimed to conduct a systematic review to describe and assess current digital health interventions to promote HPV vaccination among adolescents and parents of adolescents, and to recommend directions for future interventions of this kind. Using appropriate medical subject headings and keywords, we searched multiple databases to identify relevant studies published in English between 1 January 2017 and 31 July 2022. We screened and selected eligible studies for inclusion in the final analysis. We reviewed a total of 24 studies, which included interventions using text messages (4), mobile apps (4), social media and websites (8), digital games (4), and videos (4). The interventions generally improved determinants of HPV vaccination, such as HPV-related knowledge, vaccine-related conversations, and vaccination intentions. In particular, text message and social media interventions targeted improved vaccine uptake behaviors, but little meaningful change was observed. In conclusion, digital health interventions can cost-effectively provide education about HPV vaccination, offer interactive environments to alleviate parental vaccine hesitancy, and ultimately help adolescents engage in HPV vaccine uptake.
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Affiliation(s)
- Jihye Choi
- Department of Health Promotion and Behavioral Sciences, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Irene Tamí-Maury
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Paula Cuccaro
- Department of Health Promotion and Behavioral Sciences, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Sooyoun Kim
- Institute of Health and Environment, Seoul National University, Seoul 08826, Republic of Korea
| | - Christine Markham
- Department of Health Promotion and Behavioral Sciences, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
- Correspondence:
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Staras SAS, Bylund CL, Mullis MD, Thompson LA, Hall JM, Hansen MD, Fisher CL. Messaging preferences among Florida caregivers participating in focus groups who had not yet accepted the HPV vaccine for their 11- to 12-year-old child. BMC Public Health 2022; 22:2413. [PMID: 36550434 PMCID: PMC9779937 DOI: 10.1186/s12889-022-14852-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND In the United States, human papillomavirus (HPV) vaccination rates remain low. The President's Cancer Panel suggests that effective messaging about the HPV vaccination focus on the vaccine's safety, efficacy, ability to prevent cancer, and recommendation at ages 11- to 12-years. We aimed to develop messages about HPV vaccine that include the President Cancer Panel's suggestions and were acceptable to caregivers of adolescents. METHODS From August to October 2020, we conducted one-hour, Zoom videoconference focus groups with caregivers who lived in Florida, had an 11- to 12-year-old child, and had not had any of their children receive the HPV vaccine. Focus group moderators asked caregivers to react to three videos of clinician (i.e., MD, DO, APRN, PA) recommendations and three text message reminders. Thematic analysis was conducted using the constant comparative method and led by one author with qualitative analysis expertise. Two additional authors validated findings. RESULTS Caregivers (n = 25 in six groups) were primarily non-Hispanic white (84%) and educated (64% had at least an Associate's degree). Approximately a third of caregivers had delayed (44%) or decided against a vaccine for their child (36%). Caregivers described six preferred message approaches: recognize caregivers' autonomy, balanced benefits and risks, trustworthy sources, increased feasibility of appointment scheduling, information prior to decision point, and preferred personalized information. Caregivers expressed a desire to have the follow-up doses mentioned in the introduction. CONCLUSIONS HPV vaccine messages, whether delivered by a clinician or via text message, will be more acceptable to caregivers if they approach HPV vaccination as the caregivers' decision, and include information from trusted sources to help caregivers make an informed choice.
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Affiliation(s)
- Stephanie A. S. Staras
- grid.15276.370000 0004 1936 8091Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA ,grid.15276.370000 0004 1936 8091Institute for Child Health Policy, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA
| | - Carma L. Bylund
- grid.15276.370000 0004 1936 8091Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA
| | - Michaela D. Mullis
- grid.15276.370000 0004 1936 8091Department of Advertising, College of Journalism and Communications, University of Florida, 2096 Weimer Hall 1885 Stadium Rd, PO BOX 118400, Gainesville, FL 32611 USA
| | - Lindsay A. Thompson
- grid.15276.370000 0004 1936 8091Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA ,grid.15276.370000 0004 1936 8091Institute for Child Health Policy, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA ,grid.15276.370000 0004 1936 8091Department of Pediatrics, College of Medicine, University of Florida, 1600 SW Archer Rd, Gainesville, FL 32610 USA
| | - Jaclyn M. Hall
- grid.15276.370000 0004 1936 8091Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA ,grid.15276.370000 0004 1936 8091Institute for Child Health Policy, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA
| | - Marta D. Hansen
- grid.15276.370000 0004 1936 8091Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2004 Mowry Road, Gainesville, FL 32610 USA
| | - Carla L. Fisher
- grid.15276.370000 0004 1936 8091Department of Advertising, College of Journalism and Communications, University of Florida, 2096 Weimer Hall 1885 Stadium Rd, PO BOX 118400, Gainesville, FL 32611 USA
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MacDonald SE, Marfo E, Sell H, Assi A, Frank-Wilson A, Atkinson K, Kellner JD, McNeil D, Klein K, Svenson LW. Text Message Reminders to Improve Immunization Appointment Attendance in Alberta, Canada: The Childhood Immunization Reminder Project Pilot Study. JMIR Mhealth Uhealth 2022; 10:e37579. [PMID: 36346666 PMCID: PMC9682453 DOI: 10.2196/37579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 09/15/2022] [Accepted: 10/06/2022] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND Vaccine coverage for 18-month-old children in Canada is often below the recommended level, which may be partially because of parental forgetfulness. SMS text message reminders have been shown to potentially improve childhood immunization uptake but have not been widely used in Alberta, Canada. In addition, it has been noted that language barriers may impede immunization service delivery but continue to remain unaddressed in many existing reminder and recall systems. OBJECTIVE This study aimed to assess the effectiveness and acceptability of using SMS text messages containing a link to web-based immunization information in different languages to remind parents of their child's 18-month immunization appointment. METHODS The Childhood Immunization Reminder Project was a pilot intervention at 2 public health centers, one each in Lethbridge and Edmonton, Alberta, Canada. Two SMS text message reminders were sent to parents: a booking reminder 3 months before their child turned 18 months old and an appointment reminder 3 days before their scheduled appointment. Booking reminders included a link to the study website hosting immunization information in 9 languages. To evaluate intervention effectiveness, we compared the absolute attendance no-show rates before the intervention and after the intervention. The acceptability of the intervention was evaluated through web-based surveys completed by parents and public health center staff. Google Analytics was used to determine how often web-based immunization information was accessed, from where, and in which languages. RESULTS Following the intervention, the health center in Edmonton had a reduction of 6.4% (95% CI 3%-9.8%) in appointment no-shows, with no change at the Lethbridge Health Center (0.8%, 95% CI -1.4% to 3%). The acceptability surveys were completed by 222 parents (response rate: 23.9%) and 22 staff members. Almost all (>95%) respondents indicated that the reminders were helpful and provided useful suggestions for improvement. All surveyed parents (222/222, 100%) found it helpful to read web-based immunization information in their language of choice. Google Analytics data showed that immunization information was most often read in English (118/207, 57%), Punjabi (52/207, 25.1%), Arabic (13/207, 6.3%), Spanish (12/207, 5.8%), Italian (4/207, 1.9%), Chinese (4/207, 1.9%), French (2/207, 0.9%), Tagalog (1/207, 0.5%), and Vietnamese (1/207, 0.5%). CONCLUSIONS The study's findings support the use of SMS text message reminders as a convenient and acceptable method to minimize parental forgetfulness and potentially reduce appointment no-shows. The diverse languages accessed in web-based immunization information suggest the need to provide appropriate translated immunization information. Further research is needed to evaluate the impact of SMS text message reminders on childhood immunization coverage in different settings.
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Affiliation(s)
- Shannon E MacDonald
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Emmanuel Marfo
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
| | - Hannah Sell
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Ali Assi
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
| | - Andrew Frank-Wilson
- South Zone Data & Analytics, Alberta Health Services, Lethbridge, AB, Canada
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB, Canada
| | - Katherine Atkinson
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - James D Kellner
- Department of Pediatrics, University of Calgary, Calgary, AB, Canada
- Alberta Health Services, Calgary, AB, Canada
| | - Deborah McNeil
- Strategic Clinical Networks, Alberta Health Services, Calgary, AB, Canada
| | - Kristin Klein
- Communicable Disease Control, Provincial Population & Public Health, Alberta Health Services, Edmonton, AB, Canada
- Division of Preventive Medicine, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Lawrence W Svenson
- School of Public Health, University of Alberta, Edmonton, AB, Canada
- Division of Preventive Medicine, Department of Medicine, University of Alberta, Edmonton, AB, Canada
- Analytics and Performance Reporting, Alberta Health, Edmonton, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
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