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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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McGrady ME, Willard VW, Williams AM, Brinkman TM. Psychological Outcomes in Adolescent and Young Adult Cancer Survivors. J Clin Oncol 2024; 42:707-716. [PMID: 37967297 DOI: 10.1200/jco.23.01465] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 07/27/2023] [Accepted: 08/29/2023] [Indexed: 11/17/2023] Open
Abstract
The diagnosis of cancer during adolescent and young adulthood (AYA) may alter the development and psychological trajectory of survivors across their lifespan. The current review focuses broadly on emotional health, social functioning, health behaviors, and cancer-related cognitive impairment (CRCI) among AYA survivors. Overall, AYA survivors appear to be at elevated risk of emotional distress symptoms, mood and anxiety disorders, suicide, and mental health care service utilization compared with individuals without a cancer history. Difficulties with social relationships and reduced achievement of expected social outcomes including educational attainment and employment have been reported. Despite risk for health-related morbidities, including subsequent neoplasms, many AYA survivors do not engage in health behaviors at the recommended levels for physical activity, diet, or tobacco and alcohol use. Although CRCI has not been comprehensively characterized in this population, subgroups of AYA survivors appear to be at risk for experiencing CRCI, including survivors of central nervous system tumors, Hodgkin lymphoma, testicular, and breast cancer. Across each considered domain of psychological functioning, intervention efforts have largely focused on acceptability and feasibility with an increasing focus on e/mHealth approaches. Future research should include multiphase studies, including randomized controlled trials designed to evaluate intervention efficacy and effectiveness. It is imperative that psychological interventions consider the unique needs of AYA survivors by developmental stage and across multiple levels of influence (patient, support system, institution, and health care system).
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Affiliation(s)
- Meghan E McGrady
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Patient and Family Wellness Center, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Victoria W Willard
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - AnnaLynn M Williams
- Department of Surgery, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY
| | - Tara M Brinkman
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
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Laban M, Nakku EJ, Nangendo J, Muramuzi D, Akello F, Bakeera SK, Semitala FC, Semeere AS, Karamagi C. Acceptability of short message service reminders as the support tool for PrEP adherence among young women in Mukono district, Uganda. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002492. [PMID: 38165833 PMCID: PMC10760663 DOI: 10.1371/journal.pgph.0002492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/17/2023] [Indexed: 01/04/2024]
Abstract
Adolescent girls and young women (AGYW) have a disproportionately high incidence of HIV compared to males of the same age in Uganda. AGYW are a priority sub-group for daily oral Pre-Exposure Prophylaxis (PrEP), but their adherence has consistently remained low. Short Message Service (SMS) reminders could improve adherence to PrEP in AGYW. However, there is paucity of literature about acceptability of SMS reminders among AGYW using PrEP. We assessed the level of acceptability of SMS reminders as a PrEP adherence support tool and the associated factors, among AGYW in Mukono district, Central Uganda. We consecutively enrolled AGYW using PrEP in Mukono district in a cross sectional study. A structured pre-tested questionnaire was administered to participants by three trained research assistants. Data were analyzed in STATA 17.0; continuous variables were summarized using median and interquartile range (IQR) while categorical variables were summarized using frequencies and percentages. Acceptability of SMS was defined as willingness to accept SMS reminders to support PrEP adherence and was assessed using the seven constructs of the theoretical framework of acceptability. The relationship between the outcome and independent variables was assessed using a modified Poisson regression with robust standard errors. During the month of August 2022, 142 AGYW with median age 22 years (IQR; 18, 24) of whom 80.3% owned a personal mobile phone were assessed. SMS reminders were highly acceptable [90.9%, 95% Confidence Interval (CI) [84.9, 95.0]]. Rural residence was negatively associated with acceptability of SMS reminders (aPR: 0.92, 95% CI (0.84, 0.99)) and having belief that SMS cannot breach individual's privacy (aPR: 1.40, 95% CI (1.07, 1.84)) was positively associated with acceptability of SMS reminders. The acceptability of SMS reminders was high in this sub-population. SMS reminder can be leveraged to support AGYW to adhere to PrEP but should be designed in a way that maintains confidentiality, and supports AGYW living in rural settings.
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Affiliation(s)
- Muteebwa Laban
- Clinical Epidemiology Unit, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Edith Joloba Nakku
- Department of Epidemiology and Biostatistics, School of Public Health, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Joan Nangendo
- Clinical Epidemiology Unit, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Dan Muramuzi
- Department of Epidemiology and Biostatistics, School of Public Health, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Faith Akello
- Clinical Epidemiology Unit, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Sabrina Kitaka Bakeera
- Department of Pediatrics and Child health, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Fred Collins Semitala
- Makerere University Joint AIDS Program, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Aggrey S. Semeere
- Department of Prevention, Care and Treatment, Infectious Diseases Institute, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Charles Karamagi
- Clinical Epidemiology Unit, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
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Taghavi SE, Williams AP, Leavitt A, Hoeft A, Hall BC. Adolescent and Young Adult Communication Preferences. J Adolesc Young Adult Oncol 2023; 12:599-603. [PMID: 36383117 DOI: 10.1089/jayao.2022.0087] [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] [Indexed: 11/17/2022] Open
Abstract
The purpose of this study was to examine adolescents and young adults preferred methods of communication by health care professionals and to identify whether this aligns/differs from overall preferred methods of social media use. Sixty-seven participants completed an electronic survey about their communication preferences. Forty-eight participants were patients and 19 were parents. Logistic regression and chi-square analysis were performed to predict social media use and communication preferences from predictors including age, gender, race, and treatment status. More research is needed to generalize these results, and future research could further evaluate the effectiveness of implementing health care interventions using preferred platforms.
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Affiliation(s)
- Sarah E Taghavi
- Department of Psychiatry, UT Southwestern Medical Center, Dallas, Texas, USA
- UT Southwestern Moncrief Cancer Institute, Fort Worth, Texas, USA
| | | | - Antonia Leavitt
- Cook Children's Medical Center, Fort Worth, Texas, USA
- Fort Worth Adolescent Young Adult Oncology Coalition, Fort Worth, Texas, USA
| | - Alice Hoeft
- Cook Children's Medical Center, Fort Worth, Texas, USA
| | - Brittany C Hall
- UT Southwestern Moncrief Cancer Institute, Fort Worth, Texas, USA
- Fort Worth Adolescent Young Adult Oncology Coalition, Fort Worth, Texas, USA
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Kukafka R, Kim S, Kim SH, Yoo SH, Sung JH, Oh EG, Kim N, Lee J. Digital Health Interventions for Adult Patients With Cancer Evaluated in Randomized Controlled Trials: Scoping Review. J Med Internet Res 2023; 25:e38333. [PMID: 36607712 PMCID: PMC9862347 DOI: 10.2196/38333] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Revised: 09/15/2022] [Accepted: 10/25/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Digital care has become an essential component of health care. Interventions for patients with cancer need to be effective and safe, and digital health interventions must adhere to the same requirements. OBJECTIVE The purpose of this study was to identify currently available digital health interventions developed and evaluated in randomized controlled trials (RCTs) targeting adult patients with cancer. METHODS A scoping review using the JBI methodology was conducted. The participants were adult patients with cancer, and the concept was digital health interventions. The context was open, and sources were limited to RCT effectiveness studies. The PubMed, CINAHL, Embase, Cochrane Library, Research Information Sharing Service, and KoreaMed databases were searched. Data were extracted and analyzed to achieve summarized results about the participants, types, functions, and outcomes of digital health interventions. RESULTS A total of 231 studies were reviewed. Digital health interventions were used mostly at home (187/231, 81%), and the web-based intervention was the most frequently used intervention modality (116/231, 50.2%). Interventions consisting of multiple functional components were most frequently identified (69/231, 29.9%), followed by those with the self-manage function (67/231, 29%). Web-based interventions targeting symptoms with the self-manage and multiple functions and web-based interventions to treat cognitive function and fear of cancer recurrence consistently achieved positive outcomes. More studies supported the positive effects of web-based interventions to inform decision-making and knowledge. The effectiveness of digital health interventions targeting anxiety, depression, distress, fatigue, health-related quality of life or quality of life, pain, physical activity, and sleep was subject to their type and function. A relatively small number of digital health interventions specifically targeted older adults (6/231, 2.6%) or patients with advanced or metastatic cancer (22/231, 9.5%). CONCLUSIONS This scoping review summarized digital health interventions developed and evaluated in RCTs involving adult patients with cancer. Systematic reviews of the identified digital interventions are strongly recommended to integrate digital health interventions into clinical practice. The identified gaps in digital health interventions for cancer care need to be reflected in future digital health research.
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Affiliation(s)
| | - Sanghee Kim
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea: Affiliation of the Joanna Briggs Institution, Yonsei University, Seoul, Republic of Korea
| | - Soo Hyun Kim
- Department of Nursing, Inha University, Inchon, Republic of Korea
| | - Sung-Hee Yoo
- College of Nursing, Chonnam National University, Gwangju, Republic of Korea
| | - Ji Hyun Sung
- College of Nursing, Kosin University, Busan, Republic of Korea
| | - Eui Geum Oh
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea: Affiliation of the Joanna Briggs Institution, Yonsei University, Seoul, Republic of Korea
| | - Nawon Kim
- Yonsei Medical Library, Yonsei University, Seoul, Republic of Korea
| | - Jiyeon Lee
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea: Affiliation of the Joanna Briggs Institution, Yonsei University, Seoul, Republic of Korea
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Adame H, Wettersten K, Schwinghamer A, Friesen-Janochoski A. Cancer-related fatigue as a mediator between self-efficacy and quality of life for adolescents and young adults impacted by cancer. J Psychosoc Oncol 2022; 41:502-517. [PMID: 36541375 DOI: 10.1080/07347332.2022.2147120] [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] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Adolescents and young adults are a unique subpopulation within oncology, with different and often unmet needs. The current study investigated the relationships between cancer-related self-efficacy, cancer-related fatigue, and quality of life, with the hypothesis that fatigue would mediate the negative relationship between self-efficacy and quality of life for adolescents and young adults impacted by cancer. METHODS Structural equation modeling was utilized to examine the pathways between these variables. RESULTS As predicted, results (n = 265, 92.8% female) demonstrated a strong positive relationship between self-efficacy and quality of life. Fatigue partially but significantly mediated the pathway between self-efficacy and quality of life. CONCLUSIONS It appears that cancer-related self-efficacy may work, at least in part, through the mediating variable of fatigue, to influence quality of life for adolescents and young adults.
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Moraitis AM, Seven M, Sirard J, Walker RR. Clinical Relevance and Implementation Considerations of Physical Activity in Young Adult Cancer Survivorship: An Expert Consensus Study. J Adolesc Young Adult Oncol 2022. [PMID: 36269579 DOI: 10.1089/jayao.2022.0044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Significance: Elevated survival rates in young adult cancer survivors (YACS) are accompanied by high morbidity levels resulting in an array of unmet needs limiting full life potential. Physical activity (PA) improves physical, psychological, and social aspects of health after a cancer diagnosis. There are no standardized PA guidelines tailored to YACS. Therefore, there is a critical need to understand areas of clinical relevance/agreement on PA use and implementation in young adult (YA) survivorship care. Aim: To identify expert consensus areas on the assessment, prescription, and implementation of PA in YA survivorship care; identify areas of clinical relevance and endorsement of PA as a health optimization strategy in YA survivorship care. Methods: A four-round modified Delphi study of international multidisciplinary experts (Round I/II n = 18; Round III n = 57, Round IV n = 45) in exercise oncology, symptom management, survivorship care, youth cancer care was conducted. Qualitative content analysis, descriptive statistics (% agreement, standard deviation, mean), and inter-rater reliability (Kappa) were calculated. Results: Experts reached a consensus on clinical providers needed to assess, refer, and provide PA interventions, the need for guidelines, and essential care delivery system components to foster the integration of PA integration in YA survivorship care as a health optimization activity. Conclusions/Implications: Cancer care integration models should optimize the unique preferences, strengths, and developmental stage of YA affected by cancer. The study adds to the existing literature on multidisciplinary teams needed to provide clinical expertise and organizational support to foster PA integration into YA survivorship care.
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Affiliation(s)
| | - Memnun Seven
- Elaine Marieb College of Nursing, University of Massachusetts, Amherst, Massachusetts, Amherst, USA
| | - John Sirard
- Department of Kinesiology and Commonwealth Honors College, University of Massachusetts, Amherst, Massachusetts, Amherst, USA
| | - Rachel Rae Walker
- Elaine Marieb College of Nursing, University of Massachusetts, Amherst, Massachusetts, Amherst, USA
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Development of Training in Problem Solving for Caregivers of Childhood Brain Tumor Survivors. Cancer Nurs 2021; 45:E746-E757. [DOI: 10.1097/ncc.0000000000001041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Darabos K, Barakat LP, Schapira M, Hill-Kayser C, Schwartz LA. Association of Demographic and Cancer-Specific Factors on Health Behavior Recommendations Specific to Cancer Prevention and Control Among Adolescent and Young Adult Survivors of Childhood Cancer. J Adolesc Young Adult Oncol 2021; 10:619-628. [PMID: 33211609 PMCID: PMC8819508 DOI: 10.1089/jayao.2020.0130] [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: 10/22/2022] Open
Abstract
Purpose: Adolescent and young adult survivors of childhood cancer (AYA) are at risk for long-term health problems that are exacerbated by not meeting health behavior recommendations (e.g., exercise). To identify AYA at risk for not meeting health behavior recommendations, we explored demographic (e.g., age) and cancer-specific (e.g., intensity of treatment) factors associated with not meeting specific health behavior recommendations that have implications for cancer prevention and control. Methods: Regression (linear/binary) was used to examine demographic and cancer-specific associates regarding fruit/vegetable intake, binge drinking, sleep duration, sunscreen use, tobacco use, and physical activity among 307 AYA (Mage = 20.33, range = 15-34) across three combined studies, treated at a pediatric cancer center. Health behavior measures were adapted from The Health Behaviors Survey and the Youth Risk Behavior Surveillance System questionnaire. Results: AYA in general did not meet health behavior recommendations. Compared with AYA with public insurance, AYA with private insurance (β = -0.19, p < 0.01) were more likely to meet multiple health behavior recommendations. AYA at greatest risk for not meeting specific health behaviors were more likely to be diagnosed in middle childhood (11.35years) compared with early childhood (8.38years), be closer to diagnosis (8.77years vs. 11.76years) and closer to treatment completion (6.97years vs. 9.91years), and have a solid tumor (32.7%) compared with a brain tumor (10.6%). Conclusion: Not meeting health behavior recommendations is common among AYA survivors of childhood cancer. Early education in the context of survivorship care is critical to provide teachable moments to AYA; such interventions might impact future long-term health and reduce risk for secondary cancers.
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Affiliation(s)
- Katie Darabos
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Lamia P. Barakat
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Marilyn Schapira
- Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Christine Hill-Kayser
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Radiation Oncology, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Lisa A. Schwartz
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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10
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Psihogios AM, King-Dowling S, O’Hagan B, Darabos K, Maurer L, Young J, Fleisher L, Barakat LP, Szalda D, Hill-Kayser CE, Schwartz LA. Contextual Predictors of Engagement in a Tailored mHealth Intervention for Adolescent and Young Adult Cancer Survivors. Ann Behav Med 2021; 55:1220-1230. [PMID: 33674863 PMCID: PMC8825221 DOI: 10.1093/abm/kaab008] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Despite the promise of mobile health (mHealth), engagement is often too low for durable health behavior change, and little is known regarding why certain individuals abandon mHealth tools. PURPOSE Guided by a mHealth engagement framework, we evaluated contextual predictors of objective engagement with an app for adolescents and young adults (AYA) who survived cancer. METHODS One hundred and ten AYA survivors (M age = 20.5, 43% female, 30% racial/ethnic minority) were randomized to receive a disease self-management app that delivered 1-2 tailored messages/day for 16 weeks, and contained a survivorship care plan (SCP). Demographic, disease, psychosocial, and setting characteristics were examined as predictors of three objective engagement outcomes: (a) % of active app days, (b) % of messages read, and (c) viewed SCP in the app versus not. A subsample (n = 10) completed qualitative interviews to further assess engagement barriers. RESULTS Self-reported uninterrupted app access (β = -0.56, p < .001), iPhone (vs. Android) ownership (β = 0.30, p < .001), and receiving the intervention in the summer (β = -0.20, p = .01) predicted more active days. Lower depressed mood (β = -0.30, p = .047) and uninterrupted app access (β = -0.50, p < .001) predicted more messages read. Qualitatively, technical glitches and competing priorities were described as engagement barriers, whereas certain types of messages (e.g., health goal messages) were perceived as engaging. Among participants who had uninterrupted app access (n = 76), higher baseline motivation to change, better health perceptions, using the app during the summer, and iPhone ownership predicted higher engagement. CONCLUSIONS Findings demonstrate the importance of comprehensively assessing and planning for multi-level ecological determinants of mHealth engagement in future trials. CLINICALTRIALS.GOV IDENTIFIER NCT03363711.
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Affiliation(s)
- Alexandra M Psihogios
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sara King-Dowling
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Bridget O’Hagan
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Katie Darabos
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Jordyn Young
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Lamia P Barakat
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Dava Szalda
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Christine E Hill-Kayser
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Lisa A Schwartz
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Struemph KL, Watts ATM, Wolters PL, Tamula MA, Baldwin A, Widemann B, Martin S. Adolescents and young adults with neurofibromatosis type 1: A descriptive study of adaptive functioning. Am J Med Genet A 2021; 188:488-497. [PMID: 34731530 DOI: 10.1002/ajmg.a.62544] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 09/09/2021] [Accepted: 09/25/2021] [Indexed: 11/10/2022]
Abstract
Neurofibromatosis type 1 (NF1) is a genetic syndrome affecting about 1 in 3500 individuals; many of those affected have plexiform neurofibroma (pNF) tumors and associated symptoms and complications. Furthermore, learning and attention problems, as well as deficits in adaptive functioning, are common, often beginning in early childhood. This study aimed to describe adaptive functioning and to examine relationships between adaptive functioning and cognitive and academic variables and level of independence among adolescents and young adults (AYA) with NF1 and pNF tumors. Fifty-five AYA aged 16-31 years participated in a series of neuropsychological evaluations while parents completed the Vineland Adaptive Behavior Scales (VABS-II) as part of a larger natural history study. Over one-third (35%) of AYA were neither in school nor employed. Mean VABS-II daily living and socialization scores were low average while mean Verbal and Performance IQ scores were average. VABS-II scores were positively correlated with processing speed, executive functioning, and working memory scores. Verbal IQ was the only significant predictor of work/school status. Identification of the correlates and predictors of adaptive functioning and life achievement can help guide healthcare providers with the early identification of risk factors and possible areas for intervention.
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Affiliation(s)
- Kari L Struemph
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Adreanna T M Watts
- Pediatric Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Pamela L Wolters
- Pediatric Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Mary Anne Tamula
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Andrea Baldwin
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Brigitte Widemann
- Pediatric Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Staci Martin
- Pediatric Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
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12
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Jang Y, Ahn SH, Lee K, Kwon OY, Kim JH. Development and Pilot Testing of a Smartphone-Based Self-Care Program for Patients with Chronic Hepatitis B. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182111139. [PMID: 34769658 PMCID: PMC8582966 DOI: 10.3390/ijerph182111139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 10/17/2021] [Accepted: 10/18/2021] [Indexed: 11/21/2022]
Abstract
The purpose of this study is to develop a smartphone-based self-care program (Hep B Care®) for patients with the chronic hepatitis B virus (HBV). To pilot test the feasibility of Hep B Care®, 63 participants with chronic HBV were recruited from an outpatient clinic at S hospital, Seoul, South Korea (experimental group [EG]: n = 30, control group [CG]: n = 33) between February and July 2016. Hep B Care® was developed based on the theory of self-care whilst having a chronic illness. During the 12-week intervention period, the application: (1) provided information about the disease, medication, nutrition, and exercise; (2) encouraged taking medication and exercise using alarms; and (3) enabled the exchange of messages between healthcare providers and patients. Salivary cortisol, fatigue, depression, anxiety, knowledge of the HBV, quality of life, and medication adherence were all measured as outcomes. Cortisol levels were significantly increased, knowledge of the HBV was improved, and the mean anxiety score was significantly decreased in the EG. Thus, Hep B Care ® partially improved health outcomes in the EG. We recommend that large trials be conducted among patients with the HBV. The smartphone-based self-care program for providing education and coaching is effective for improving knowledge and reducing anxiety among patients with the HBV.
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Affiliation(s)
- Yeonsoo Jang
- College of Nursing and Mo-Im Kim Nursing Research Institute, Yonsei University, 50-1, Seodaemun-gu, Seoul 03722, Korea;
| | - Sang Hoon Ahn
- College of Medicine, Department of Internal Medicine, Institute of Gastroenterology, Yonsei University, 50-1, Seodaemun-gu, Seoul 03722, Korea;
| | - Kyunghwa Lee
- College of Nursing, Konyang University, Daejeon 35365, Korea;
| | - Oh Young Kwon
- College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, 50-1, Seodaemun-gu, Seoul 03722, Korea;
| | - Jeong Hyun Kim
- College of Nursing, Ansan University, Ansan 15328, Korea
- Correspondence:
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Ozturk CS, Toruner EK. Effectiveness of technology-based psychosocial interventions for child, adolescents and young adults undergoing cancer treatment: A meta-analysis of randomised controlled trials. Eur J Cancer Care (Engl) 2021; 31:e13515. [PMID: 34632662 DOI: 10.1111/ecc.13515] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 09/08/2021] [Accepted: 09/24/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND Cancer can have various psychosocial effects on children and young adults. Technology-based psychosocial interventions are increasingly popular in paediatric oncology for psychosocial health. OBJECTIVE The objective of this study is to investigate the effectiveness of technology-based psychosocial interventions applied to children, adolescent and young adults undergoing cancer treatment. METHODS Eight electronic databases including PubMed, Cochrane Library (including Cochrane Central Register of Controlled Trials [CENTRAL]), CINAHL Plus with Full Text, PsycINFO, MEDLINE, ProQuest, Science Direct and Scopus were searched to identify eligible randomised controlled trials from 1 January 2010 up to 9 April 2021. Search results were limited to 'children, adolescent and young adults' 6-24 years undergoing cancer treatment. Randomised controlled studies in which technology-based psychosocial interventions were applied were examined. Of 4,927 articles, 12 articles met the inclusion criteria. Hedges' g effect size was computed for each study. Effect sizes and moderator variables were tested using random-effects models. This study is registered with PROSPERO, number CRD42020177787. RESULTS The outcomes were anger, anxiety, coping, depression, distress, quality of life and resilience. Compared with standard care, technology-based psychosocial interventions had a large effect and significantly on anger (g = -1.327, 95% CI: [-2.43, 0.22], anxiety (g = -0.89, 95%CI: [-1.34, -0.18], and depression (g = -1.05, 95% CI: [-1.65,-0.46]. Also, it was found that the duration of interventions had a significant moderator and effect size of the distress and resilience outcomes increased as the duration increased. CONCLUSION This meta-analysis demonstrated that technology-based psychosocial interventions served as an effective intervention as it appears to have implications reducing anger, anxiety and depression in paediatric oncology. Nevertheless, randomised controlled studies with larger samples still needed to establish evidence-based psycho-oncological interventions for paediatric oncology. Future research should develop interventions more graduated by duration.
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Affiliation(s)
- Cigdem Sari Ozturk
- Health Sciences Faculty, Nursing Department, Gazi University, Ankara, Turkey
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14
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Blom JMC, Colliva C, Benatti C, Tascedda F, Pani L. Digital Phenotyping and Dynamic Monitoring of Adolescents Treated for Cancer to Guide Intervention: Embracing a New Era. Front Oncol 2021; 11:673581. [PMID: 34262863 PMCID: PMC8273734 DOI: 10.3389/fonc.2021.673581] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 06/07/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Johanna M. C. Blom
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy
| | - Chiara Colliva
- Azienda Unità Sanitaria Locale di Modena, Distretto di Carpi, Carpi, Italy
| | - Cristina Benatti
- Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Fabio Tascedda
- Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Luca Pani
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy
- Department of Psychiatry and Behavioral Sciences, University of Miami, Miami, FL, United States
- VeraSci., Durham, NC, United States
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15
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Bashore L, Hobbie W. Emerging and Ongoing Survivorship Challenges Among Childhood Cancer Survivors and Providing Risk-Based Focused Follow-Up Care. Semin Oncol Nurs 2021; 37:151163. [PMID: 34144848 DOI: 10.1016/j.soncn.2021.151163] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVES To provide a summary of the emerging and ongoing survivorship challenges facing childhood, adolescent, and young adult cancer survivors and their families. DATA SOURCES Research and review articles, websites, and clinical guidelines specific to childhood cancer survivorship were used. CONCLUSION Many challenges exist in assuring quality long-term follow-up and risk-based screening for childhood cancer survivors. Although many childhood cancer survivors survive well into adulthood, they are at risk for a vast number of later complications of their cancer treatment necessitating annual cancer surveillance. In addition, many childhood cancer survivors are not engaging in long-term follow-up recommendations for clinic attendance, risk-based surveillance, and screening for potentially life-ending events. Pediatric oncology nurses and advanced practice nurses have played an enormous role in the design of childhood cancer survivorship programs and are an integral member of the multidisciplinary health care team who care for this population. Nurses have an obligation to continue to advance the survivorship care of childhood cancer survivors and lead interventional opportunities to improve the lifelong health-related quality of life and overall physical health. IMPLICATIONS FOR NURSING PRACTICE Pediatric oncology nurses and advanced practice registered nurses must have a working knowledge of the many late effects that childhood cancer treatment has on the long-term health of childhood cancer survivors. Nurses are well-placed in positions to continue the efforts begun more than 2 decades prior by pediatric oncology nurses who saw the value and necessity of designated survivorship programs.
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Affiliation(s)
| | - Wendy Hobbie
- Children's Hospital of Philadelphia, Philadelphia, PA
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Leahy AB, Schwartz LA, Li Y, Reeve BB, Bekelman JE, Aplenc R, Basch EM. Electronic symptom monitoring in pediatric patients hospitalized for chemotherapy. Cancer 2021; 127:2980-2989. [PMID: 33945640 DOI: 10.1002/cncr.33617] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 03/04/2021] [Accepted: 03/05/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND Using patient-reported outcomes for symptom monitoring in oncology has resulted in significant benefits for adult patients with cancer. The feasibility of this approach has not been established in the routine care of children with cancer. METHODS The Pediatric Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (Ped-PRO-CTCAE) is an item library that enables children and caregivers to self-report symptoms. Ten symptom items from the Ped-PRO-CTCAE were uploaded to an online platform. Patients at least 7 years old and their caregivers were prompted by text/email message to electronically self-report daily during a planned hospitalization for chemotherapy administration. Symptom reports were emailed to the clinical team caring for the patient, but no instructions were given regarding the use of this information. Rates of patient participation and clinician responses to reports were systematically tracked. RESULTS The median age of the participating patients (n = 52) was 11 years (range, 7-18 years). All patients and caregivers completed an initial login, with 92% of dyads completing at least 1 additional symptom assessment during hospitalization (median, 3 assessments; range, 0-40). Eighty-one percent of participating dyads submitted symptom reports on at least half of hospital days, and 54% submitted reports on all hospital days. Clinical actions were taken in response to symptom reports 21% of the time. Most patients felt that the system was easy (73%) and important (79%). Most clinicians found symptom reports easy to understand and useful (97%). CONCLUSIONS Symptom monitoring using patient-reported outcome measures for hospitalized pediatric oncology patients is feasible and generates data valued by clinicians and patients.
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Affiliation(s)
- Allison Barz Leahy
- Department of Pediatrics, Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Penn Center for Cancer Care Innovation, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Lisa A Schwartz
- Department of Pediatrics, Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Yimei Li
- Department of Pediatrics, Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Bryce B Reeve
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Justin E Bekelman
- Penn Center for Cancer Care Innovation, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Richard Aplenc
- Department of Pediatrics, Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Ethan M Basch
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
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17
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Bashore L, Alexander GK, Park E. Engagement in Physical Activity Among Young Adult Childhood and Adolescent Cancer Survivors: Integration of Nature Technology. J Adolesc Young Adult Oncol 2021; 10:740-744. [PMID: 33835841 DOI: 10.1089/jayao.2020.0193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
This report addresses physical activity (PA) levels and education preferences in young adult cancer survivors (YACS) and outlines strategies for the design of successful interventions. A cross-sectional design was used to assess PA in 124 YACS, using the International Physical Activity Questionnaire-Short Form. Recommended levels were reported by 20.2% and 42.5% for high and moderate PA in metabolic equivalent of task (MET) minutes/week, respectively, while 37.3% reported low level PA in MET-minutes/week. Eighty percent reported likely to use technology for education about PA. Prior research supports using technology to administer tailored interventions to promote consistent PA among YACS, ideally in nature-based activities.
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Affiliation(s)
- Lisa Bashore
- Harris College of Nursing and Health Sciences, Texas Christian University, Fort Worth, Texas, USA
| | - Gina K Alexander
- Harris College of Nursing and Health Sciences, Texas Christian University, Fort Worth, Texas, USA
| | - Eunduck Park
- Harris College of Nursing and Health Sciences, Texas Christian University, Fort Worth, Texas, USA
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King-Dowling S, Psihogios AM, Hill-Kayser C, Szalda D, O’Hagan B, Darabos K, Daniel LC, Barakat LP, Fleisher L, Maurer LA, Velázquez-Martin B, Jacobs LA, Hobbie W, Ginsberg JP, Vachani CC, Metz JM, Schwartz LA. Acceptability and feasibility of survivorship care plans and an accompanying mobile health intervention for adolescent and young adult survivors of childhood cancer. Pediatr Blood Cancer 2021; 68:e28884. [PMID: 33416214 PMCID: PMC9639403 DOI: 10.1002/pbc.28884] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND Self-management interventions for adolescent and young adult (AYA) survivors of childhood cancer are needed. The present study reports on the acceptability and feasibility of delivering survivorship care plans (SCPs) and an accompanying app to AYA. PROCEDURE AYA (n = 224) ages 15-29 who completed treatment for cancer were randomized and received a digital SCP only or an SCP plus a mobile app intended to enhance self-management. For 16 weeks, the app delivered one to two daily messages complementing information in their SCP and tailored based on age, treatment, and health goal. Data are presented on feasibility, self-reported acceptability (including satisfaction and perceived benefits) and its relationship to app engagement (for those in app group), and feedback from qualitative interviews conducted with 10 AYA. RESULTS The SCP and app proved feasible as evidenced by high recruitment and retention, access to technology, time analysis, moderate app engagement, and minimal technical issues. However, 12% reported never reading the SCP and 8% never used the app. The app and SCP were acceptable to AYA, and SCP acceptability ratings did not differ between groups. For those with the app, acceptability was positively related to message engagement. AYA recommended enhanced individualization and design features of the SCP and app. CONCLUSIONS Results support the use of tailored SCPs and mobile health interventions for most AYA, as well as the need for further refinement and research. Delivery of SCPs and digital interventions are acceptable and feasible to AYA survivors, and may help promote health-related knowledge and survivorship self-management.
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Affiliation(s)
- Sara King-Dowling
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
| | - Alexandra M. Psihogios
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
| | - Christine Hill-Kayser
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
- University of Pennsylvania, Abramson Cancer Center, Philadelphia, PA, USA
| | - Dava Szalda
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
| | - Bridget O’Hagan
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
| | - Katie Darabos
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
| | | | - Lamia P. Barakat
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
| | | | - Laurie A. Maurer
- Tennessee Department of Health, HIV/STD/Viral Hepatitis Section, Nashville, TN, USA
| | | | - Linda A. Jacobs
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
- University of Pennsylvania, Abramson Cancer Center, Philadelphia, PA, USA
| | - Wendy Hobbie
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
| | - Jill P. Ginsberg
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
| | - Carolyn C Vachani
- University of Pennsylvania, Abramson Cancer Center, Philadelphia, PA, USA
| | - James M. Metz
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
- University of Pennsylvania, Abramson Cancer Center, Philadelphia, PA, USA
| | - Lisa A. Schwartz
- The Children’s Hospital of Philadelphia, Division of Oncology, Philadelphia, PA, USA
- University of Pennsylvania, The Perelman School of Medicine, Philadelphia, PA, USA
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Psihogios AM, Li Y, Ahmed A, Huang J, Kersun LS, Schwartz LA, Barakat LP. Daily text message assessments of 6-mercaptopurine adherence and its proximal contexts in adolescents and young adults with leukemia: A pilot study. Pediatr Blood Cancer 2021; 68:e28767. [PMID: 33073479 PMCID: PMC10313157 DOI: 10.1002/pbc.28767] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 09/29/2020] [Accepted: 10/01/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND This pilot study explored the feasibility and acceptability of implementing text-based assessments of oral chemotherapy adherence in adolescents and young adults (AYA) with leukemia. METHODS AYA prescribed maintenance 6-mercaptopurine (6MP) received daily text message surveys and utilized an electronic pill bottle for 28 days. Text surveys assessed 6MP adherence and contextual associates (eg, mood). Feasibility was defined by recruitment/retention rates, survey completion rates, cost, and technical issues. After the 28-day period, AYA completed an acceptability survey. Secondary analyses compared text survey and electronic pill bottle adherence rates, and explored the daily associations between contextual factors and 6MP nonadherence. RESULTS Eighteen AYA enrolled (M age = 18, range 15-22) and completed study procedures (100% recruitment and retention rates). Adherence survey completion rates were high (M = 88.9%), the technology cost was $204.00, and there were few technical issues. AYA reported high satisfaction with the surveys and perceived them as a helpful medication reminder. While not significantly correlated, survey and electronic pill bottle adherence data converged on the majority of days (>90%). Exploratory analyses showed that AYA were more likely to miss a dose of 6MP on weekends (OR = 2.33, P = .048) and on days when their adherence motivation (OR = 0.28, P = .047) and negative affect (OR = 3.92, P = .02) worsened from their own typical functioning. CONCLUSIONS For AYA with leukemia, daily text-based surveys are a feasible and acceptable method for delivering medication adherence assessments, and may operate as a short-term intervention. To develop personalized mobile health interventions, findings also highlighted the need to study time-varying predictors of 6MP nonadherence.
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Affiliation(s)
- Alexandra M. Psihogios
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Yimei Li
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Annisa Ahmed
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Jing Huang
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Leslie S. Kersun
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Lisa A. Schwartz
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Lamia P. Barakat
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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20
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Affiliation(s)
- Tania Estapé
- Psychosocial Oncology Department, FEFOC Foundation, Barcelona, Spain
| | - Elliot J Coups
- Population Science Section, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
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