Vincent Van Goethem, Sigrid Dierickx, Orphé Matthys, Luc Deliens, Lore Lapeire, Veerle Surmont, Karen Geboes, Vincent Renard, Mogens Grønvold, Paul D'Alton, Elena Turola, Monica Guberti, Maaike van der Wel, Kevin Brazil, Katherine Bristowe, Peter Hudson, Aline De Vleminck, Joachim Cohen
{"title":"在一项包含电子健康成分的随机对照试验中,数字能力对晚期癌症患者及其家庭照顾者的参与和保留的影响:来自DIAdIC试验的发现","authors":"Vincent Van Goethem, Sigrid Dierickx, Orphé Matthys, Luc Deliens, Lore Lapeire, Veerle Surmont, Karen Geboes, Vincent Renard, Mogens Grønvold, Paul D'Alton, Elena Turola, Monica Guberti, Maaike van der Wel, Kevin Brazil, Katherine Bristowe, Peter Hudson, Aline De Vleminck, Joachim Cohen","doi":"10.1089/tmj.2024.0101","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background:</b> e-Health programs to empower patients with advanced cancer and their family caregivers can improve their quality of life. Successful engagement with e-Health programs requires digital competence. People with lower digital competence might be less likely to participate and complete e-Health trials, affecting trial validity. The objective of this work was to explore how digital competences differ between individuals according to sociodemographic characteristics and how it influences participation and retention in a trial with an e-Health component. <b>Methods:</b> We analyzed data collected as part of the Dyadic Psychoeducational Interventions for patients with advanced cancer and their Informal Caregivers DIAdIC (DIAdIC) trial, in which a psychoeducational web and face-to-face program for patients with advanced cancer and their family caregivers were developed and tested. Recruitment log files were quantitatively assessed for nonparticipation reasons. Descriptive statistics outlined sociodemographic factors and digital competence. Multivariable linear regressions assessed digital competence. We reported unstandardized coefficients, 95% confidence intervals, and <i>p</i>-values. Logistic regressions examined retention rates. We reported odds ratios and 95% confidence intervals. <b>Results:</b> Among those refusing participation in the trial (<i>N</i> = 1752), 2.1% (<i>n</i> = 37) cited information and communication technology (ICT)-related factors. Enrolled patients reported lower digital competence than family caregivers (mean 3.07, SD 0.94 vs. 3.17, SD 0.090; <i>p</i> = 0.046). While digital competence varied by sociodemographic characteristics of patients and their family caregivers, digital competence did not significantly predict dropout. <b>Conclusion:</b> ICT-related factors were rarely mentioned as a reason for nonparticipation. Digital competence is associated with sex, age, trial location, educational attainment, and perception of income. e-Health-related factors or digital competence are no reasons for nonparticipation in studies with an e-Health component.</p>","PeriodicalId":54434,"journal":{"name":"Telemedicine and e-Health","volume":" ","pages":"1117-1126"},"PeriodicalIF":2.0000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Influence of Digital Competence on Participation and Retention of Patients with Advanced Cancer and Their Family Caregivers in a Randomized Controlled Trial with an e-Health Component: Findings from the DIAdIC Trial.\",\"authors\":\"Vincent Van Goethem, Sigrid Dierickx, Orphé Matthys, Luc Deliens, Lore Lapeire, Veerle Surmont, Karen Geboes, Vincent Renard, Mogens Grønvold, Paul D'Alton, Elena Turola, Monica Guberti, Maaike van der Wel, Kevin Brazil, Katherine Bristowe, Peter Hudson, Aline De Vleminck, Joachim Cohen\",\"doi\":\"10.1089/tmj.2024.0101\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><b>Background:</b> e-Health programs to empower patients with advanced cancer and their family caregivers can improve their quality of life. Successful engagement with e-Health programs requires digital competence. People with lower digital competence might be less likely to participate and complete e-Health trials, affecting trial validity. The objective of this work was to explore how digital competences differ between individuals according to sociodemographic characteristics and how it influences participation and retention in a trial with an e-Health component. <b>Methods:</b> We analyzed data collected as part of the Dyadic Psychoeducational Interventions for patients with advanced cancer and their Informal Caregivers DIAdIC (DIAdIC) trial, in which a psychoeducational web and face-to-face program for patients with advanced cancer and their family caregivers were developed and tested. Recruitment log files were quantitatively assessed for nonparticipation reasons. Descriptive statistics outlined sociodemographic factors and digital competence. Multivariable linear regressions assessed digital competence. We reported unstandardized coefficients, 95% confidence intervals, and <i>p</i>-values. Logistic regressions examined retention rates. We reported odds ratios and 95% confidence intervals. <b>Results:</b> Among those refusing participation in the trial (<i>N</i> = 1752), 2.1% (<i>n</i> = 37) cited information and communication technology (ICT)-related factors. Enrolled patients reported lower digital competence than family caregivers (mean 3.07, SD 0.94 vs. 3.17, SD 0.090; <i>p</i> = 0.046). While digital competence varied by sociodemographic characteristics of patients and their family caregivers, digital competence did not significantly predict dropout. <b>Conclusion:</b> ICT-related factors were rarely mentioned as a reason for nonparticipation. Digital competence is associated with sex, age, trial location, educational attainment, and perception of income. e-Health-related factors or digital competence are no reasons for nonparticipation in studies with an e-Health component.</p>\",\"PeriodicalId\":54434,\"journal\":{\"name\":\"Telemedicine and e-Health\",\"volume\":\" \",\"pages\":\"1117-1126\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Telemedicine and e-Health\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1089/tmj.2024.0101\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/5/7 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Telemedicine and e-Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1089/tmj.2024.0101","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/5/7 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
Influence of Digital Competence on Participation and Retention of Patients with Advanced Cancer and Their Family Caregivers in a Randomized Controlled Trial with an e-Health Component: Findings from the DIAdIC Trial.
Background: e-Health programs to empower patients with advanced cancer and their family caregivers can improve their quality of life. Successful engagement with e-Health programs requires digital competence. People with lower digital competence might be less likely to participate and complete e-Health trials, affecting trial validity. The objective of this work was to explore how digital competences differ between individuals according to sociodemographic characteristics and how it influences participation and retention in a trial with an e-Health component. Methods: We analyzed data collected as part of the Dyadic Psychoeducational Interventions for patients with advanced cancer and their Informal Caregivers DIAdIC (DIAdIC) trial, in which a psychoeducational web and face-to-face program for patients with advanced cancer and their family caregivers were developed and tested. Recruitment log files were quantitatively assessed for nonparticipation reasons. Descriptive statistics outlined sociodemographic factors and digital competence. Multivariable linear regressions assessed digital competence. We reported unstandardized coefficients, 95% confidence intervals, and p-values. Logistic regressions examined retention rates. We reported odds ratios and 95% confidence intervals. Results: Among those refusing participation in the trial (N = 1752), 2.1% (n = 37) cited information and communication technology (ICT)-related factors. Enrolled patients reported lower digital competence than family caregivers (mean 3.07, SD 0.94 vs. 3.17, SD 0.090; p = 0.046). While digital competence varied by sociodemographic characteristics of patients and their family caregivers, digital competence did not significantly predict dropout. Conclusion: ICT-related factors were rarely mentioned as a reason for nonparticipation. Digital competence is associated with sex, age, trial location, educational attainment, and perception of income. e-Health-related factors or digital competence are no reasons for nonparticipation in studies with an e-Health component.
期刊介绍:
Telemedicine and e-Health is the leading peer-reviewed journal for cutting-edge telemedicine applications for achieving optimal patient care and outcomes. It places special emphasis on the impact of telemedicine on the quality, cost effectiveness, and access to healthcare. Telemedicine applications play an increasingly important role in health care. They offer indispensable tools for home healthcare, remote patient monitoring, and disease management, not only for rural health and battlefield care, but also for nursing home, assisted living facilities, and maritime and aviation settings.
Telemedicine and e-Health offers timely coverage of the advances in technology that offer practitioners, medical centers, and hospitals new and innovative options for managing patient care, electronic records, and medical billing.