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Green SMC, Graham CD, Collinson M, Ow PL, Hall LH, French DP, Rousseau N, Wilkes H, Taylor C, Raine E, Ellison R, Howdon D, Foy R, Walwyn REA, Clark J, Parbutt C, Waller J, Buxton J, Moore SJL, Velikova G, Farrin AJ, Smith SG. Assessing multidimensional fidelity in a pilot optimization trial: A process evaluation of four intervention components supporting medication adherence in women with breast cancer. Transl Behav Med 2025; 15:ibae066. [PMID: 39657026 PMCID: PMC11756324 DOI: 10.1093/tbm/ibae066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2024] Open
Abstract
Adherence to adjuvant endocrine therapy in women with breast cancer is low. We conducted a 24-1 fractional factorial pilot optimization trial to test four intervention components supporting medication adherence [text messages, information leaflet, acceptance and commitment therapy (ACT), self-management website], in the preparation phase of the multiphase optimization strategy. Guided by the National Institute of Health Behavior Change Consortium fidelity framework, we investigated fidelity of design, training, delivery, receipt, and enactment of four intervention components. Women prescribed adjuvant endocrine therapy (n = 52) were randomized to one of eight experimental conditions comprised of combinations of the four intervention components (ISRCTN: 10487576). We assessed fidelity using self-report data (4 months post-randomization), trial data, ACT session observations, behavior change technique (BCT) coding, and interviews with participants (n = 20) and therapists (n = 6). Design: Each intervention component targeted unique behavior change techniques with some overlap. Training: All 10 therapists passed the competency assessment. Delivery: All leaflets (27/27) and website (26/26) details were sent, and ACT procedural fidelity was high (85.1%-94.3%). A median of 32.5/41 (range 11-41) text messages were delivered, but a system error prevented some messages being sent to 22 of 28 participants. Receipt: Most participants [63.0% (ACT, leaflet) to 71.4% (text messages)] read all or at least some of the intervention components they were randomized to receive. Enactment was reported most positively for ACT. All intervention components demonstrated adequate fidelity. We have provided an exemplar for assessing fidelity using the National Institute of Health Behavior Change Consortium framework in the preparation phase of multiphase optimization strategy.
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Affiliation(s)
- Sophie M C Green
- Leeds Institute of Health Sciences, University of Leeds, Leeds LS2 9NL, UK
| | - Christopher D Graham
- Department of Psychological Sciences & Health, University of Strathclyde, Glasgow G1 1QE, UK
| | - Michelle Collinson
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Pei Loo Ow
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Louise H Hall
- Leeds Institute of Health Sciences, University of Leeds, Leeds LS2 9NL, UK
| | - David P French
- Manchester Centre for Health Psychology, University of Manchester, Manchester M13 9PL, UK
| | - Nikki Rousseau
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Hollie Wilkes
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Christopher Taylor
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Erin Raine
- Leeds Institute of Health Sciences, University of Leeds, Leeds LS2 9NL, UK
| | - Rachel Ellison
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Daniel Howdon
- Leeds Institute of Health Sciences, University of Leeds, Leeds LS2 9NL, UK
| | - Robbie Foy
- Leeds Institute of Health Sciences, University of Leeds, Leeds LS2 9NL, UK
| | - Rebecca E A Walwyn
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Jane Clark
- Department of Clinical and Health Psychology, Leeds Teaching Hospitals NHS Trust, Leeds LS9 7TF, UK
| | - Catherine Parbutt
- Medicines Management and Pharmacy Services, Leeds Teaching Hospitals NHS Trust, Leeds LS9 7TF, UK
| | - Jo Waller
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | | | | | - Galina Velikova
- Leeds Institute of Medical Research at St James’s, University of Leeds, St James’s University Hospital, Leeds LS9 7TF, UK
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, St James’s University Hospital, Leeds LS9 7TF, UK
| | - Amanda J Farrin
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS2 9NL, UK
| | - Samuel G Smith
- Leeds Institute of Health Sciences, University of Leeds, Leeds LS2 9NL, UK
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Smith SG, Green SMC, McNaught E, Graham CD, Foy R, Ow PL, French DP, Hall LH, Wilkes H, Taylor, BA C, Ellison R, Raine E, Walwyn R, Howdon D, Clark J, Rousseau N, Buxton, BA J, Moore SJL, Waller J, Parbutt C, Velikova G, Farrin A, Collinson M. Supporting endocrine therapy adherence in women with breast cancer: findings from the ROSETA pilot fractional factorial randomized trial. Ann Behav Med 2025; 59:kaaf003. [PMID: 39887069 PMCID: PMC11783298 DOI: 10.1093/abm/kaaf003] [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: 02/01/2025] Open
Abstract
BACKGROUND Adherence to adjuvant endocrine therapy (AET) in women with breast cancer is poor. Multicomponent intervention packages are needed to address adherence barriers. Optimizing these packages prior to definitive evaluation can increase their effectiveness, affordability, scalability, and efficiency. PURPOSE To pilot procedures for an optimization-randomized controlled trial (O-RCT) of the 'Refining and Optimizing Strategies to support Endocrine Therapy Adherence' (ROSETA) intervention. METHODS This was a multisite individually randomized external pilot trial using a 24-1 fractional factorial design (ISRCTN10487576). Breast cancer survivors prescribed AET were recruited from 5 hospitals and randomized to one of 8 conditions, each comprising a combination of 4 intervention components set to "on" or "off" (SMS messages, information leaflet, guided self-help, and self-management website). We set criteria to inform the decision to progress to an O-RCT for consent rate, component adherence, and availability of outcome measures, with predefined cutoffs for "green" (proceed), "amber" (minor changes), and "red" (major changes). RESULTS Among 141 eligible patients, 54 (38.3%) consented (green range). At least 50.0% of participants adhered to the minimum threshold set for each intervention component (green range). Data for one of the 3 medication adherence measures were available (amber range). Most (86.8%) participants were satisfied with their trial experience. Exploratory analysis indicated some evidence of a negative main effect of the information leaflet on medication adherence (adjusted mean difference = 0.088, 95% CI, 0.018, 0.158). CONCLUSIONS Progression to a fully powered O-RCT of the ROSETA intervention package is feasible, but review of medication adherence measures is required.
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Affiliation(s)
- Samuel G Smith
- Leeds Institute of Health Science, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Sophie M C Green
- Leeds Institute of Health Science, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Emma McNaught
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Christopher D Graham
- Department of Psychological Sciences and Health, University of Strathclyde, Glasgow, G1 1QE,United Kingdom
| | - Robbie Foy
- Leeds Institute of Health Science, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Pei Loo Ow
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - David P French
- Division of Psychology and Mental Health, University of Manchester, Manchester, M13 9PL, United Kingdom
| | - Louise H Hall
- Leeds Institute of Health Science, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Hollie Wilkes
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Christopher Taylor, BA
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Rachel Ellison
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Erin Raine
- Leeds Institute of Health Science, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Rebecca Walwyn
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Daniel Howdon
- Leeds Institute of Health Science, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Jane Clark
- Department of Clinical and Health Psychology, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF,United Kingdom
| | - Nikki Rousseau
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | | | | | - Jo Waller
- Wolfson Institute of Population Health, Queen Mary University of London, London, E13 8SP, United Kingdom
| | - Catherine Parbutt
- Medicines Management and Pharmacy Services, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF, United Kingdom
| | - Galina Velikova
- Leeds Institute for Medical Research, University of Leeds, Leeds, LS9 7TF, United Kingdom
| | - Amanda Farrin
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
| | - Michelle Collinson
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9NL, United Kingdom
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Mazzella-Ebstein A, Barton-Burke M, Anthony V, White C, Zhang Z, Smith A, Robson M. Oral self-management of palbociclib using mobile technology: Findings from a nurse-led randomized controlled trial. Asia Pac J Oncol Nurs 2024; 11:100604. [PMID: 39697813 PMCID: PMC11653135 DOI: 10.1016/j.apjon.2024.100604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 10/09/2024] [Indexed: 12/20/2024] Open
Abstract
Objective Test the feasibility and effectiveness of a text message reminder intervention for the self-management of oral anticancer medication in patients with metastatic breast cancer. Methods Forty-three females initiating treatment with palbociclib participated in a two-armed prospective randomized clinical trial. Participants were randomized into the control (n = 21) and intervention groups (n = 22) from January 2020 to January 2023. Survey responses were collected at three-time points; (1) at consent, (2) end of treatment cycles, and (3) at a follow-up clinic visit. Surveys included a demographic questionnaire, the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire, post-study assessment, and the R-15 Participant Satisfaction Questionnaire. Nurse providers completed the Adaptation of Stamps Nurse Workload questionnaire. Results The COVID-19 pandemic and regulatory decisions supporting other CDK4/6 medications negatively influence recruitment; thus, a small sample for each arm only detected large differences between the two arms regarding effectiveness. Feasibility analysis was not conducted due to insufficient data, but the participants frequently used their smartphones for text messaging. Although the survey data were limited, participants provided anecdotal information supporting the use of text messaging as a positive method to remind them to take their medication, have their labs drawn, and attend MD visits. Participants would have liked text messages at the exact time they took their medications as a simple reminder. Conclusions Given the importance of cancer treatments and the difficulties patients experience during these treatments, text messages using smartphones can actively improve patients' engagement and their ability to manage their treatment regimens. Trial registration ClinicalTrials.gov; ID: NCT04216576.
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Affiliation(s)
| | | | - Venice Anthony
- Breast and Imaging Center, Memorial Sloan Kettering Cancer, New York, USA
| | - Charlie White
- Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Zhigang Zhang
- Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Andrea Smith
- Breast Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Mark Robson
- Breast Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
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Green SMC, Rousseau N, Hall LH, French DP, Graham CD, Lloyd KE, Collinson M, Ow PL, Taylor C, Howdon D, Foy R, Walwyn R, Clark J, Parbutt C, Waller J, Buxton J, Moore SJL, Velikova G, Farrin A, Smith SG. Acceptability of Four Intervention Components Supporting Medication Adherence in Women with Breast Cancer: a Process Evaluation of a Fractional Factorial Pilot Optimization Trial. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2024; 25:1065-1078. [PMID: 39060840 PMCID: PMC11519312 DOI: 10.1007/s11121-024-01711-9] [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] [Accepted: 07/15/2024] [Indexed: 07/28/2024]
Abstract
Adjuvant endocrine therapy (AET) reduces mortality in early-stage breast cancer, but adherence is low. We developed a multicomponent intervention to support AET adherence comprising: text messages, information leaflet, acceptance and commitment therapy (ACT), and side-effect website. Guided by the multiphase optimization strategy, the intervention components were tested in the ROSETA pilot optimization trial. Our mixed-methods process evaluation investigated component acceptability. The pilot optimization trial used a 24-1 fractional factorial design. Fifty-two women prescribed AET were randomized to one of eight experimental conditions, containing unique component combinations. An acceptability questionnaire was administered 4 months post-randomization, and semi-structured interviews with 20 participants further explored acceptability. Assessments were guided by four constructs of the theoretical framework of acceptability: affective attitude, burden, perceived effectiveness, and coherence. Quantitative and qualitative findings were triangulated to identify agreements/disagreements. There were high overall acceptability scores (median = 14-15/20, range = 11-20). There was agreement between the qualitative and quantitative findings when triangulated. Most participants "liked" or "strongly liked" all components and reported they required low effort to engage in. Between 50% (leaflet) and 65% (SMS) "agreed" or "strongly agreed," it was clear how each component would help adherence. Perceived effectiveness was mixed, with 35.0% (text messages) to 55.6% (ACT) of participants "agreeing" or "strongly agreeing" that each component would improve their adherence. Interview data provided suggestions for improvements. The four components were acceptable to women with breast cancer and will be refined. Mixed-methods and triangulation were useful methodological approaches and could be applied in other optimization trial process evaluations.
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Affiliation(s)
- Sophie M C Green
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK, LS2 9NL.
| | - Nikki Rousseau
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK, LS2 9NL
| | - Louise H Hall
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK, LS2 9NL
| | - David P French
- Manchester Centre for Health Psychology, University of Manchester, Manchester, UK, M13 9PL
| | - Christopher D Graham
- Department of Psychological Sciences & Health, University of Strathclyde, Glasgow, G1 1QE, Scotland
| | - Kelly E Lloyd
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK, LS2 9NL
| | - Michelle Collinson
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK, LS2 9NL
| | - Pei Loo Ow
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK, LS2 9NL
| | - Christopher Taylor
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK, LS2 9NL
| | - Daniel Howdon
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK, LS2 9NL
| | - Robbie Foy
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK, LS2 9NL
| | - Rebecca Walwyn
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK, LS2 9NL
| | - Jane Clark
- Department of Clinical and Health Psychology, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF, UK
| | - Catherine Parbutt
- Medicines Management and Pharmacy Services, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF, UK
| | - Jo Waller
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | | | | | - Galina Velikova
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, UK, LS9 7TF
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, St James's University Hospital, Leeds, UK, LS9 7TF
| | - Amanda Farrin
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK, LS2 9NL
| | - Samuel G Smith
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK, LS2 9NL
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5
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Green SMC, Smith SG, Collins LM, Strayhorn JC. Decision-making in the multiphase optimization strategy: Applying decision analysis for intervention value efficiency to optimize an information leaflet to promote key antecedents of medication adherence. Transl Behav Med 2024; 14:461-471. [PMID: 38795061 PMCID: PMC11282575 DOI: 10.1093/tbm/ibae029] [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: 05/27/2024] Open
Abstract
Advances in the multiphase optimization strategy (MOST) have suggested a new approach, decision analysis for intervention value efficiency (DAIVE), for selecting an optimized intervention based on the results of a factorial optimization trial. The new approach opens possibilities to select optimized interventions based on multiple valued outcomes. We applied DAIVE to identify an optimized information leaflet intended to support eventual adherence to adjuvant endocrine therapy for women with breast cancer. We used empirical performance data for five candidate leaflet components on three hypothesized antecedents of adherence: beliefs about the medication, objective knowledge about AET, and satisfaction with medication information. Using data from a 25 factorial trial (n = 1603), we applied the following steps: (i) We used Bayesian factorial analysis of variance to estimate main and interaction effects for the five factors on the three outcomes. (ii) We used posterior distributions for main and interaction effects to estimate expected outcomes for each leaflet version (32 total). (iii) We scaled and combined outcomes using a linear value function with predetermined weights indicating the relative importance of outcomes. (iv) We identified the leaflet that maximized the value function as the optimized leaflet, and we systematically varied outcome weights to explore robustness. The optimized leaflet included two candidate components, side-effects, and patient input, set to their higher levels. Selection was generally robust to weight variations consistent with the initial preferences for three outcomes. DAIVE enables selection of optimized interventions with the best-expected performance on multiple outcomes.
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Affiliation(s)
- Sophie M C Green
- Behavioural Oncology Research Group, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Samuel G Smith
- Behavioural Oncology Research Group, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Linda M Collins
- Department of Social and Behavioral Sciences, New York University School of Global Public Health, New York, NY, USA
| | - Jillian C Strayhorn
- Department of Social and Behavioral Sciences, New York University School of Global Public Health, New York, NY, USA
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Smyth E, Brennan L, Enright R, Sekhon M, Dickson J, Hussey J, Guinan E. The acceptability of exercise prehabilitation before cancer surgery among patients, family members and health professionals: a mixed methods evaluation. Support Care Cancer 2024; 32:399. [PMID: 38819477 PMCID: PMC11142941 DOI: 10.1007/s00520-024-08574-4] [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: 10/27/2023] [Accepted: 05/13/2024] [Indexed: 06/01/2024]
Abstract
PURPOSE Exercise prehabilitation aims to increase preoperative fitness, reduce post-operative complications, and improve health-related quality of life. For prehabilitation to work, access to an effective programme which is acceptable to stakeholders is vital. The aim was to explore acceptability of exercise prehabilitation before cancer surgery among key stakeholders specifically patients, family members and healthcare providers. METHODS A mixed-methods approach (questionnaire and semi-structured interview) underpinned by the Theoretical Framework of Acceptability was utilised. Composite acceptability score, (summation of acceptability constructs and a single-item overall acceptability construct), and median of each construct was calculated. Correlation analysis between the single-item overall acceptability and each construct was completed. Qualitative data was analysed using deductive and inductive thematic analysis. RESULTS 244 participants completed the questionnaire and n=31 completed interviews. Composite acceptability was comparable between groups (p=0.466). Four constructs positively correlated with overall acceptability: affective attitude (r=0.453), self-efficacy (r=0.399), ethicality (r=0.298) and intervention coherence (r=0.281). Qualitative data confirmed positive feelings, citing psychological benefits including a sense of control. Participants felt flexible prehabilitation program would be suitable for everyone, identifying barriers and facilitators to reduce burden. CONCLUSION Exercise prehabilitation is highly acceptable to key stakeholders. Despite some burden, it is a worthwhile and effective intervention. Stakeholders understand its purpose, are confident in patients' ability to participate, and regard it is an important intervention contributing to patients' psychological and physical wellbeing. IMPLICATIONS •Introduction should be comprehensively designed and clearly presented, providing appropriate information and opportunity for questions. •Programmes should be patient-centred, designed to overcome barriers and address patients' specific needs and goals. •Service must be appropriately resourced with a clear referral-pathway.
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Affiliation(s)
- Emily Smyth
- Department of Physiotherapy, Trinity College Dublin, Dublin, Ireland
- Trinity St James's Cancer Institute, Dublin, Ireland
| | - Louise Brennan
- Department of Physiotherapy, Trinity College Dublin, Dublin, Ireland
- Trinity St James's Cancer Institute, Dublin, Ireland
| | - Rachel Enright
- Department of Physiotherapy, Trinity College Dublin, Dublin, Ireland
- Trinity St James's Cancer Institute, Dublin, Ireland
| | - Mandeep Sekhon
- St George's, University of London, Population Health Research Institute, London, United Kingdom
| | | | - Juliette Hussey
- Department of Physiotherapy, Trinity College Dublin, Dublin, Ireland
- Trinity St James's Cancer Institute, Dublin, Ireland
| | - Emer Guinan
- Trinity St James's Cancer Institute, Dublin, Ireland.
- The Beacon Hospital, Dublin, Ireland.
- Department of Surgery, Trinity College Dublin, Dublin, Ireland.
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Green SMC, Smith SG. Dataset for a randomised factorial experiment to optimise an information leaflet for women with breast cancer. NIHR OPEN RESEARCH 2024; 4:32. [PMID: 39145099 PMCID: PMC11320031 DOI: 10.3310/nihropenres.13547.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/16/2024] [Indexed: 08/16/2024]
Abstract
Background Adherence to adjuvant endocrine therapy (AET) is low in women with breast cancer, which increases the risk of recurrence and mortality. A consistently reported barrier to adherence is low perceived necessity of AET and high concerns. Existing interventions to support medication beliefs have mixed effectiveness and rarely target medication beliefs specifically. We developed an information leaflet with five candidate components aiming to increase necessity beliefs about AET and reduce concerns; (1) diagrams explaining how AET works; (2) icon arrays displaying the benefits of AET; (3) information about the prevalence of side-effects; (4) answers to common concerns and (5) quotes and pictures from breast cancer survivors. Guided by the multiphase optimisation strategy (MOST), we aimed to optimise the content of the information leaflet. We planned for the dataset to be open access to provide an exemplar for other investigators to use. Methods The content of the leaflet was optimised in a fully powered online 2 5 factorial experiment. Each candidate component of the leaflet was operationalised as a factor with two levels; on vs off or enhanced vs basic. Healthy women (n=1604) completed the beliefs about medicines questionnaire and were randomised to view one of 32 versions of the information leaflet. The 32 versions comprised unique combinations of the factor levels corresponding to the five candidate intervention components. Time spent on the information leaflet page of the survey was recorded. After viewing the information leaflet, participants completed the beliefs about medicines questionnaire again, a true/false questionnaire assessing their objective knowledge of AET, a subjective rating of their knowledge of AET, and a questionnaire evaluating their satisfaction with the information they received. Importance of this dataset The factorial dataset provides the opportunity for other investigators interested in using the MOST framework to learn about complex factorial designs, using a real dataset.
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Affiliation(s)
- Sophie M C Green
- Leeds Institute of Health Sciences, University of Leeds, Leeds, England, LS2 9LU, UK
| | - Samuel G Smith
- Leeds Institute of Health Sciences, University of Leeds, Leeds, England, LS2 9LU, UK
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Walsh EA, Post K, Massad K, Horick N, Antoni MH, Penedo FJ, Safren SA, Partridge AH, Peppercorn J, Park ER, Temel JS, Greer JA, Jacobs JM. Identification of patient subgroups who benefit from a behavioral intervention to improve adjuvant endocrine therapy adherence: a randomized-controlled trial. Breast Cancer Res Treat 2024; 204:547-559. [PMID: 38231313 PMCID: PMC11937626 DOI: 10.1007/s10549-023-07228-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 12/11/2023] [Indexed: 01/18/2024]
Abstract
PURPOSE Adjuvant endocrine therapy (AET) reduces breast cancer morbidity and mortality; however, adherence is suboptimal. Interventions exist, yet few have improved adherence. Patient characteristics may alter uptake of an intervention to boost adherence. We examined moderators of the effect of a virtual intervention (STRIDE; #NCT03837496) on AET adherence after breast cancer. METHODS At a large academic medical center, patients taking AET (N = 100; Mage = 56.1, 91% White) were randomized to receive STRIDE versus medication monitoring. All stored their medication in digital pill bottles (MEMS Caps) which captured objective adherence. Participants self-reported adherence (Medication Adherence Report Scale) at 12 weeks post-baseline. Moderators included age, anxiety, and depressive symptoms (Hospital Anxiety and Depression Scale), AET-related symptom distress (Breast Cancer Prevention Trial Symptom Scale), and AET-specific concerns (Beliefs about Medications Questionnaire). We used hierarchical linear modeling (time × condition × moderator) and multiple regression (condition × moderator) to test the interaction effects on adherence. RESULTS Age (B = 0.05, SE = 0.02, p = 0.003) and AET-related symptom distress (B = -0.04, SE = 0.02, p = 0.02) moderated condition effect on self-reported adherence while anxiety (B = -1.20, SE = 0.53, p = 0.03) and depressive symptoms (B = -1.65, SE = 0.65, p = 0.01) moderated objective adherence effects. AET-specific concerns approached significance (B = 0.91, SE = 0.57, p = 0.12). Participants who received STRIDE and were older or presented with lower anxiety and depressive symptoms or AET-related symptom distress exhibited improved adherence. Post hoc analyses revealed high correlations among most moderators. CONCLUSIONS A subgroup of patients who received STRIDE exhibited improvements in AET adherence. The interrelatedness of moderators suggests an underlying profile of patients with lower symptom burden who benefitted most from the intervention. STUDY REGISTRATION NCT03837496.
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Affiliation(s)
- Emily A Walsh
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA.
| | - Kathryn Post
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Katina Massad
- University of Missouri School of Medicine, Columbia, MO, USA
| | - Nora Horick
- Massachusetts General Hospital, Boston, MA, USA
| | - Michael H Antoni
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA
| | - Frank J Penedo
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA
| | - Steven A Safren
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA
| | - Ann H Partridge
- Harvard Medical School, Boston, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Jeffrey Peppercorn
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Elyse R Park
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jennifer S Temel
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Joseph A Greer
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jamie M Jacobs
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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Schäfer C. Reimagining Medication Adherence: A Novel Holistic Model for Hypertension Therapy. Patient Prefer Adherence 2024; 18:391-410. [PMID: 38370031 PMCID: PMC10870933 DOI: 10.2147/ppa.s442645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 01/14/2024] [Indexed: 02/20/2024] Open
Abstract
Purpose Patients' adherence to the prescribed therapy is influenced by several personal and social factors. However, existing studies have mostly focused on individual aspects. We took a holistic approach to develop a higher-level impact factor model. Patients and Methods In this independent, non-interventional, cross-sectional and anonymous study design the pharmacist recruited patients who entered the pharmacy and handed in a prescription for a blood pressure medication. The patients received a paper questionnaire with a stamped return envelope to volunteer participation. A total of 476 patients in Germany who reported having at least high normal blood pressure according to the Global Hypertension Practice Guidelines were surveyed. In this study, each patient received an average of 2.49 antihypertensive prescriptions and 7.9% of all patients received a fixed-dose combination. Partial least squares structural equation modeling was performed for model analytics since it enables robust analysis of complex relationships. Results Emotional attitude, behavioral control, and therapy satisfaction directly explained 65% of therapy adherence. The predictive power of the out-of-sample model for the Q2-statistic was significant. The patient's overall therapy satisfaction determined medication adherence. The medication scheme's complexity also influenced the adherence levels. Therapy satisfaction was significantly shaped by the complexity of the medication scheme, behavioral control, and emotional attitude. The results demonstrated the superior performance of fixed-dose combinations against combinations of mono-agents according to the adherence level. Additionally, patient-physician and patient-pharmacist relationships influenced behavioral control of medication therapy execution. According to the A14-scale to measure the level of adherence, 49.6% of patients were classified as adherent and the remainder as non-adherent. Conclusion The results enable healthcare stakeholders to target attractive variables for intervention to achieve maximum effectiveness. Moreover, the proven predictive power of the model framework enables clinicians to make predictions about the adherence levels of their hypertensive patients.
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Affiliation(s)
- Christian Schäfer
- Department of Business Administration and Health-Care, Baden-Württemberg Cooperative State University Mannheim (DHBW), Mannheim, Germany
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Green SM, Hall LH, Rousseau N, French DP, Graham CD, Collinson M, Mason E, Wilkes H, Howdon D, Foy R, Walwyn R, Clark J, Parbutt C, Raine E, Ellison R, Buxton J, Moore SJL, Velikova G, Farrin A, Smith SG. Acceptability, fidelity and trial experience of four intervention components to support medication adherence in women with breast cancer: A process evaluation protocol for a pilot fractional factorial trial. NIHR OPEN RESEARCH 2023; 3:3. [PMID: 37881449 PMCID: PMC10593334 DOI: 10.3310/nihropenres.13337.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 04/13/2023] [Indexed: 10/27/2023]
Abstract
Background The Refining and Optimising a behavioural intervention to Support Endocrine Therapy Adherence (ROSETA) programme has developed four intervention components aiming to improve medication adherence in women with early-stage breast cancer. These are (a) text messages, (b) information leaflet, (c) Acceptance and Commitment Therapy-based guided self-help (ACT), (d) side-effect management website. Guided by the Multiphase Optimisation Strategy, our pilot trial will use a fractional factorial design to evaluate the feasibility of undertaking a larger optimisation trial. The pilot will include a process evaluation to maximise learning regarding the fidelity and acceptability of the intervention components before proceeding with a larger trial. The trial process evaluation has three aims: to assess the (1) fidelity and (2) acceptability of the intervention components; and (3) to understand participant's trial experience, and barriers and facilitators to recruitment and retention. Methods The process evaluation will use multiple methods. Fidelity of the intervention components will be assessed using self-reported questionnaire data, trial data on intervention component adherence, and observations of the ACT sessions. Acceptability of the intervention components and trial experience will be explored using an acceptability questionnaire and interviews with patients and trial therapists. Trial experience will be assessed using a questionnaire and interviews with participants, while barriers and facilitators to recruitment and retention will be assessed using a questionnaire completed by research nurses and participant interviews. The pilot trial opened for recruitment on 20th May 2022 and was open at the time of submission. Conclusions This process evaluation will provide information regarding whether the intervention components can be delivered with fidelity within a national healthcare setting and are acceptable to participants. We will also better understand participant experience in a pilot trial with a fractional factorial design, and any barriers and facilitators to recruitment and retention. Registration ISRCTN registry ( ISRCTN10487576, 16/12/2021).
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Affiliation(s)
- Sophie M.C. Green
- Leeds Institute of Health Sciences, University of Leeds, Leeds, LS29NL, UK
| | - Louise H. Hall
- Leeds Institute of Health Sciences, University of Leeds, Leeds, LS29NL, UK
| | - Nikki Rousseau
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS29NL, UK
| | - David P. French
- Manchester Centre for Health Psychology, University of Manchester, Manchester, M13 9PL, UK
| | | | - Michelle Collinson
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS29NL, UK
| | - Ellen Mason
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS29NL, UK
| | - Hollie Wilkes
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS29NL, UK
| | - Daniel Howdon
- Leeds Institute of Health Sciences, University of Leeds, Leeds, LS29NL, UK
| | - Robbie Foy
- Leeds Institute of Health Sciences, University of Leeds, Leeds, LS29NL, UK
| | - Rebecca Walwyn
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS29NL, UK
| | - Jane Clark
- Department of Clinical and Health Psychology, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF, UK
| | - Catherine Parbutt
- Medicines Management and Pharmacy Services, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF, UK
| | - Erin Raine
- Leeds Institute of Health Sciences, University of Leeds, Leeds, LS29NL, UK
| | - Rachel Ellison
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS29NL, UK
| | | | | | - Galina Velikova
- Leeds Institute of Medical Research at St James’s, University of Leeds, Leeds, LS9 7TF, UK
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, St James’s University Hospital, Leeds, LS9 7TF, UK
| | - Amanda Farrin
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS29NL, UK
| | - Samuel G. Smith
- Leeds Institute of Health Sciences, University of Leeds, Leeds, LS29NL, UK
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