1
|
Montalescot L, Baussard L, Charbonnier E. Factors Associated With Digital Intervention Engagement and Adherence in Patients With Cancer: Systematic Review. J Med Internet Res 2024; 26:e52542. [PMID: 39661976 PMCID: PMC11669875 DOI: 10.2196/52542] [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: 09/07/2023] [Revised: 02/28/2024] [Accepted: 07/11/2024] [Indexed: 12/13/2024] Open
Abstract
BACKGROUND Digital interventions offer vital support for patients with cancer through education, behavior change, and monitoring. Despite their potential, patient adherence to and engagement with these self-help interventions is challenging. Factors like user characteristics, technology, and intervention design influence adherence and engagement. Existing reviews have gaps in exploring diverse factors associated with adherence in cancer care. OBJECTIVE This systematic review aims to identify factors influencing adherence to and engagement with digital interventions with self-help components in cancer care. It examined sociodemographic, psychosocial, health-related, and intervention-related factors that affect patients' adherence to and engagement with these digital health solutions. METHODS Following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, a search was conducted across PubMed, Embase, Cochrane Library, and PsycINFO to find studies published from January 2010 to September 2021. The studies included in this review focused on adult patients with cancer using digital interventions with self-help features. Data were extracted and synthesized using a standardized approach. Factors associated with adherence were synthesized according to their type-sociodemographic factors, psychosocial factors, health-related factors, technology-related factors, and intervention-related factors. RESULTS Among 9386 studies initially screened, 61 (0.6%) were eligible for analysis. These studies covered diverse eHealth intervention types, cancer types, and outcome measures. Investigating the determinants of adherence to and engagement with digital interventions was the main objective for 43% (26/61) of the included studies. Adherence and engagement were gauged using varied measures, such as dropout rates, log-ins, and self-reported measures. Results regarding factors associated with adherence and engagement were inconsistent across studies. Most sociodemographic (eg, age) and health-related factors (eg, cancer stage) yielded mixed outcomes. However, comorbidity consistently predicted lower adherence and engagement. Results regarding psychosocial factors were more stable across studies. Specifically, higher social support was associated with lower adherence and engagement. Finally, intervention-related factors like intervention type or human support showed conflicting results. Adopting an intersectional perspective revealed that specificities vary according to intervention goals and the operationalization of adherence versus engagement, with women being more adherent and engaged than men in interventions targeting distress. When focusing on adherence rather than engagement, older patients were more adherent than younger patients. CONCLUSIONS This review highlights the complexity of adherence to and engagement with digital interventions in cancer care. While some factors, notably comorbidities and low social support, were consistently linked to adherence and engagement, others displayed mixed associations. The review underscores the need for standardizing measures, investigating specific intervention features, and enhancing study quality to optimize digital interventions for patients with cancer. Further research is crucial to better understand and improve adherence to digital health solutions in cancer care. TRIAL REGISTRATION PROSPERO CRD42021281028; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=281028.
Collapse
Affiliation(s)
- Lucile Montalescot
- Laboratoire de Psychopathologie et Processus de Santé, Université Paris-Cité, Boulogne-Billancourt, France
| | - Louise Baussard
- Laboratoire de Psychopathologie et Processus de Santé, Université Paris-Cité, Boulogne-Billancourt, France
| | - Elodie Charbonnier
- Laboratoire de Psychopathologie et Processus de Santé, Université Paris-Cité, Boulogne-Billancourt, France
| |
Collapse
|
2
|
Gates P, Green HJ, Gough K, Dhillon H, Vardy JL, Dickinson M, Guarnera J, Krishnasamy M, Livingston PM, White V, Ugalde A, Caeyenberghs K. Web-based cognitive rehabilitation intervention for cancer-related cognitive impairment following chemotherapy for aggressive lymphoma: protocol for a randomised pilot trial. BMJ Open 2024; 14:e081084. [PMID: 38653511 PMCID: PMC11043699 DOI: 10.1136/bmjopen-2023-081084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 04/02/2024] [Indexed: 04/25/2024] Open
Abstract
INTRODUCTION Cancer-related cognitive impairment is common among people diagnosed with and treated for cancer. This can be a distressing and disabling side effect for impacted individuals. Interventions to mitigate cognitive dysfunction are available, but, to date, most have been trialled in samples that are largely or exclusively composed of people with solid tumours. Intervention strategies to support cognitive functioning are needed, but there is a paucity of research in this area. The main aim of this study is to test the feasibility and acceptability of methods and procedures intended for use in a definitive trial of a web-based cognitive rehabilitation programme, Responding to Cognitive Concerns (eReCog), in people who have received chemotherapy for aggressive lymphoma. METHODS AND ANALYSIS The proposed study is a single-site, parallel-group, pilot randomised controlled trial, with one baseline and one follow-up (or postintervention) assessment. 38 people from the target population with low perceived cognitive function based on the Cognitive Change Screen will be recruited from a specialist cancer centre between July 2023 and June 2024. After baseline assessment, participants will be randomised one-to-one to receive usual care only (a factsheet about changes in memory and thinking for people with cancer) or eReCog plus usual care. The 4-week eReCog intervention consists of four online modules offering psychoeducation on cognitive impairment associated with cancer and its treatment, skills training for improving memory, and attention and relaxation training. Study outcomes will include the feasibility of recruitment and retention at follow-up assessment (primary outcomes), as well as adherence to, usability of and intrinsic motivation to engage with eReCog, and compliance with study measures. The potential efficacy of eReCog will also be evaluated. ETHICS AND DISSEMINATION Ethical approval was granted by the Peter MacCallum Cancer Centre Human Research Ethics Committee in Victoria, Australia (HREC/97384/PMCC). Study findings will be disseminated via peer-reviewed publications and conference presentations. TRIAL REGISTRATION NUMBER Australian New Zealand Clinical Trials Registry, ACTRN12623000705684.
Collapse
Affiliation(s)
- Priscilla Gates
- Cognitive Neuroscience Unit, Deakin University, Burwood, Victoria, Australia
- Health Services Research, Peter MacCallum Cancer Institute, Melbourne, Victoria, Australia
| | - Heather J Green
- Faculty of Health, Griffith University, Gold Coast, Queensland, Australia
| | - Karla Gough
- Health Services Research, Peter MacCallum Cancer Institute, Melbourne, Victoria, Australia
- Department of Nursing, The University of Melbourne, Melbourne, Victoria, Australia
| | - Haryana Dhillon
- Faculty of Science, School of Psychology, The University of Sydney, Sydney, New South Wales, Australia
| | - Janette L Vardy
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Concord Cancer Centre, Concord, New South Wales, Australia
| | - Michael Dickinson
- Clinical Haematology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Jade Guarnera
- Cognitive Neuroscience Unit, Deakin University, Burwood, Victoria, Australia
| | - Meinir Krishnasamy
- Health Services Research, Peter MacCallum Cancer Institute, Melbourne, Victoria, Australia
- Department of Nursing, The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Victoria White
- Faculty of Health, Deakin University, Burwood, Victoria, Australia
| | - Anna Ugalde
- Faculty of Health, Deakin University, Burwood, Victoria, Australia
| | - Karen Caeyenberghs
- Cognitive Neuroscience Unit, Deakin University, Burwood, Victoria, Australia
| |
Collapse
|
3
|
Klaver KM, Duijts SFA, Geusgens CAV, Kieffer JM, Agelink van Rentergem J, Hendriks MP, Nuver J, Marsman HA, Poppema BJ, Oostergo T, Doeksen A, Aarts MJB, Ponds RWHM, van der Beek AJ, Schagen SB. Internet-based cognitive rehabilitation for working cancer survivors: results of a multicenter randomized controlled trial. JNCI Cancer Spectr 2024; 8:pkad110. [PMID: 38273712 PMCID: PMC10868395 DOI: 10.1093/jncics/pkad110] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 12/11/2023] [Accepted: 12/18/2023] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Cognitive problems contribute to decline in work performance. We evaluated (1) the effectiveness of basic self-management and extensive therapist-guided online cognitive rehabilitation on attainment of individually predetermined work-related goals among occupationally active cancer survivors, and (2) whether effectiveness of the programs differed for survivors with and without formal cognitive impairment. METHODS In a 3-arm randomized controlled trial (NCT03900806), 279 non-central nervous system cancer survivors with cognitive complaints were assigned to the basic program (n = 93), the extensive program (n = 93), or a waiting-list control group (n = 93). Participants completed measurements pre-randomization (T0), 12 weeks post-randomization upon program completion (T1), and 26 weeks post-randomization (T2). Mixed-effects modeling was used to compare intervention groups with the control group on goal attainment, and on self-perceived cognitive problems, work ability, and health-related quality of life. RESULTS Participants in the extensive program achieved their predetermined goals better than those in the control group, at short- and long-term follow-up (effect size [ES] = .49; P < .001; ES = .34; P = .014). They also had fewer recovery needs after work (ES = -.21; P = .011), more vitality (ES = .20; P = .018), and better physical role functioning (ES = .0.43 P = .015) than controls. At long-term follow-up, this finding persisted for physical role functioning (ES = .42; P = .034). The basic program elicited a small positive nonsignificant short-term (not long-term) effect on goal attainment for those with adequate adherence (ES = .28, P = .053). Effectiveness of the programs did not differ for patients with or without cognitive impairment. CONCLUSIONS Internet-based therapist-guided extensive cognitive rehabilitation improves work-related goal attainment. Considering the prevalence of cognitive problems in survivors, it is desirable to implement this program.
Collapse
Affiliation(s)
- Kete M Klaver
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Public and Occupational Health, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands
| | - Saskia F A Duijts
- Department of Public and Occupational Health, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
- Department of Medical Psychology, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, Amsterdam, the Netherlands
| | - Chantal A V Geusgens
- Department of Medical Psychology, Zuyderland Medical Center, Sittard, the Netherlands
| | - Jacobien M Kieffer
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Joost Agelink van Rentergem
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Mathijs P Hendriks
- Department of Medical Oncology, Northwest Clinics, Alkmaar, the Netherlands
| | - Janine Nuver
- Department of Medical Oncology, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Boelo J Poppema
- Department of Medical Oncology, Ommelander Hospital Group, Groningen, the Netherlands
| | - Tanja Oostergo
- Department of Medical Oncology, Diakonessenhuis Utrecht, Utrecht, the Netherlands
| | - Annemiek Doeksen
- Department of Surgery, St Antonius Hospital, Utrecht, the Netherlands
| | - Maureen J B Aarts
- Department of Medical Oncology, GROW-School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Rudolf W H M Ponds
- Department of Medical Psychology, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, Amsterdam, the Netherlands
| | - Allard J van der Beek
- Department of Public and Occupational Health, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands
| | - Sanne B Schagen
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
| |
Collapse
|
4
|
Vuori O, Kallio EL, Wikström A, Jokinen H, Hietanen M. Web-based psychoeducational interventions for managing cognitive impairment-a systematic review. Front Neurol 2023; 14:1249995. [PMID: 37780726 PMCID: PMC10535106 DOI: 10.3389/fneur.2023.1249995] [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: 06/29/2023] [Accepted: 08/29/2023] [Indexed: 10/03/2023] Open
Abstract
Objective Web-based rehabilitation, a branch of telerehabilitation, is carried out over the internet, unrestricted by time or place. Even though web-based interventions have been reported as feasible and effective in cases of mood disorders, for example, such evidence on the effectiveness of web-based cognitive rehabilitation remains unclear. This systematic review summarizes current knowledge on web-based psychoeducational programs aiming to manage cognitive deficits in patients with diseases that affect cognition. Methods Using the Ovid database and the Web of Science, we systematically searched the Cochrane Database of Systematic Reviews, Medline, and PsycINFO to identify eligible studies. The review protocol (CRD42021257315) was pre-registered with the PROSPERO International Prospective Register of Systematic Reviews. The search was performed 10/13/2022. Two reviewers independently screened titles, abstracts, and full-texts, and extracted data for the selected studies. Two independent reviewers assessed the methodological quality. Results The search retrieved 6,487 articles. Four studies with different patient groups (stroke, traumatic brain injury, brain tumor, and cancer) met the inclusion criteria of this systematic review. The studies examined systematic cognition-focused psychoeducational rehabilitation programs in which the patient worked independently. Three studies found positive effects on subjective cognitive functions, executive functions, and self-reported memory. No effects were found on objective cognitive functions. However, the studies had methodological weaknesses (non-randomized designs, small sample sizes, vaguely described interventions). Overall, adherence and patient satisfaction were good/excellent. Conclusion Web-based cognitive intervention programs are a new approach to rehabilitation and patient education. The evidence, although scarce, shows that web-based interventions are feasible and support subjective cognitive functioning. However, the literature to date is extremely limited and the quality of the studies is weak. More research with high-quality study designs is needed. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=257315, identifier: CRD42021257315.
Collapse
Affiliation(s)
- Outi Vuori
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Division of Neuropsychology, HUS Neurocenter, Helsinki University and Helsinki University Hospital, Helsinki, Finland
| | - Eeva-Liisa Kallio
- Division of Neuropsychology, HUS Neurocenter, Helsinki University and Helsinki University Hospital, Helsinki, Finland
| | - Annamaria Wikström
- Division of Neuropsychology, HUS Neurocenter, Helsinki University and Helsinki University Hospital, Helsinki, Finland
| | - Hanna Jokinen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Division of Neuropsychology, HUS Neurocenter, Helsinki University and Helsinki University Hospital, Helsinki, Finland
| | - Marja Hietanen
- Division of Neuropsychology, HUS Neurocenter, Helsinki University and Helsinki University Hospital, Helsinki, Finland
| |
Collapse
|
5
|
Klaver KM, Duijts SFA, Geusgens CAV, Aarts MJB, Ponds RWHM, van der Beek AJ, Schagen SB. Internet-based cognitive rehabilitation for WORking Cancer survivors (i-WORC): study protocol of a randomized controlled trial. Trials 2020; 21:664. [PMID: 32690067 PMCID: PMC7372808 DOI: 10.1186/s13063-020-04570-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 07/02/2020] [Indexed: 01/19/2023] Open
Abstract
Background Cognitive problems are common in non-central nervous system cancer survivors. These problems are perceived as an important contributor to decline in work performance and work ability. Various interventions for cognitive problems have been proposed, but effectiveness regarding work-related outcomes has not yet been established. Effective treatment options to alleviate the adverse influence of cognitive problems on work performance are needed for working cancer survivors. In this paper, we will describe the design of a randomized, controlled, multicenter trial that evaluates the (cost-)effectiveness of an Internet-based cognitive rehabilitation program for occupationally active cancer survivors confronted with cognitive problems. Methods/ design A three-armed randomized controlled trial will be conducted, including two intervention groups (i.e., basic and extensive cognitive rehabilitation program) and one waitlist control group. In total, 261 cancer survivors (18–65 years) who have returned to work and who experience cognitive problems will be recruited. Patients with and without cognitive impairment as established in a neuropsychological assessment will be eligible; stratification will take place based on the presence of this cognitive impairment. The extensive intervention arm will contain a comprehensive training program (including psycho-education, fatigue management, and cognitive strategy training) with individual guidance (blended intervention). The basic intervention arm will contain a brief cognitive training program (including psycho-education and fatigue management) without individual guidance. The primary outcome will be accomplishment of an individually defined work-related treatment goal. Secondary outcomes include, among others, subjective cognitive functioning, work functioning, and quality of life. Primary and secondary outcomes will be measured at baseline (T0) and at 12 weeks (T1) and 26 weeks (T2) post-randomization. Discussion About 40–50% of the cancer patients worldwide are of working age at time of diagnosis. Many of the occupationally active cancer survivors experience cognitive problems. Both from an individual and a societal perspective, it is important to sustain cancer survivors’ employability. An effective treatment to alleviate the impact of cognitive decline and to improve work ability might help cancer survivors to sustain employability. Trial registration ClinicalTrials.gov NCT03900806. Registered on 03 April 2019 (current status: ongoing).
Collapse
Affiliation(s)
- Kete M Klaver
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands. .,Department of Public and Occupational Health, Amsterdam Public Health research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
| | - Saskia F A Duijts
- Department of Public and Occupational Health, Amsterdam Public Health research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | | | - Maureen J B Aarts
- Department of Medical Oncology, Maastricht University MC, Maastricht, The Netherlands
| | - Rudolf W H M Ponds
- Department of Medical Psychology/School of Mental Health and Neurosciences (MHeNS), Maastricht University MC, Maastricht, The Netherlands
| | - Allard J van der Beek
- Department of Public and Occupational Health, Amsterdam Public Health research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands.,Brain and Cognition group, University of Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|