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1.
Behav Res Methods ; 56(3): 2569-2580, 2024 Mar.
Article En | MEDLINE | ID: mdl-37528291

The Permutation Distancing Test (PDT) is a nonparametric test for evaluating treatment effects in dependent single-case observational design (SCOD) AB-phase data without linear trends. Monte Carlo methods were used to estimate the PDT power and type I error rate, and to compare them to those of the Single-Case Randomization Test (SCRT) assuming a randomly determined intervention point and the traditional permutation test assuming full exchangeability. Data were simulated without linear trends for five treatment effect levels (- 2, - 1, 0, 1, 2), five autocorrelation levels (0, .15, .30, .45, .60), and four observation number levels (30, 60, 90, 120). The power was calculated multiple times for all combinations of factor levels each generating 1000 replications. With 30 observations, the PDT showed sufficient power (≥ 80%) to detect medium treatment effects up to autocorrelation ≤ .45. Using 60 observations, the PDT showed sufficient power to detect medium treatment effects regardless of autocorrelation. With ≥ 90 observations, the PDT could also detect small treatment effects up to autocorrelation ≤ .30. With 30 observations, the type I error rate was 5-7%. With 60 observations and more, the type I error rate was ≤ 5% with autocorrelation < .60. The PDT outperformed the SCRT regarding power, particularly with a small number of observations. The PDT outperformed the traditional permutation test regarding type I error rate control, especially when autocorrelation increased. In conclusion, the PDT is a useful and promising nonparametric test to evaluate treatment effects in dependent SCOD AB-phase data without linear trends.


Monte Carlo Method , Humans , Computer Simulation
2.
Behav Cogn Psychother ; 51(3): 259-264, 2023 May.
Article En | MEDLINE | ID: mdl-36788703

BACKGROUND: Severe fatigue is a prominent symptom among adolescents with a chronic medical condition, with major impact on their well-being and daily functioning. Internet-based cognitive behavioural therapy (I-CBT) is a promising treatment for severe fatigue among adolescents with a chronic medical condition, but its effectiveness has not been studied. AIMS: We developed an I-CBT intervention for disabling fatigue in a chronic medical condition and tested its feasibility and effectiveness in an adolescent with an immune dysregulation disorder (IDD), namely juvenile idiopathic arthritis (JIA). METHOD: The application of I-CBT is illustrated through a clinical case study of a 15-year-old girl with JIA and chronic severe fatigue. An A-B single case experimental design was used with randomization of the waiting period prior to start of the intervention. Outcomes were weekly measures of fatigue severity, physical functioning, school absence and pain severity. RESULTS: Fatigue severity significantly decreased following I-CBT. Improvements were observed towards increased school attendance and improved physical functioning following the intervention, but these effects were too small to become significant. CONCLUSIONS: The study provides preliminary support for the feasibility and effectiveness of the application of I-CBT for severe fatigue in adolescents with a long-term medical condition.


Cognitive Behavioral Therapy , Fatigue Syndrome, Chronic , Female , Humans , Adolescent , Fatigue Syndrome, Chronic/therapy , Fatigue Syndrome, Chronic/psychology , Research Design , Internet , Treatment Outcome
3.
J Med Internet Res ; 23(8): e24839, 2021 08 13.
Article En | MEDLINE | ID: mdl-34397389

BACKGROUND: Internet-based cognitive behavior therapy (I-CBT) for adolescents with chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME) has been shown to be effective in a randomized controlled trial (RCT; Fatigue in Teenagers on the Internet [FITNET]). FITNET can cause a significant reduction in fatigue and disability. OBJECTIVE: We aimed to investigate whether FITNET treatment implemented in routine clinical care (IMP-FITNET) was as effective, using the outcomes of the FITNET RCT as the benchmark. METHODS: Outcomes of CFS/ME adolescents who started IMP-FITNET between October 2012 and March 2018 as part of routine clinical care were compared to the outcomes in the FITNET RCT. The primary outcome was fatigue severity assessed posttreatment. The secondary outcomes were self-reported physical functioning, school attendance, and recovery rates. Clinically relevant deterioration was assessed posttreatment, and for this outcome, a face-to-face CBT trial was used as the benchmark. The attitude of therapists toward the usability of IMP-FITNET was assessed through semistructured interviews. The number of face-to-face consultations during IMP-FITNET was registered. RESULTS: Of the 384 referred adolescents with CFS/ME, 244 (63.5%) started IMP-FITNET, 84 (21.9%) started face-to-face CBT, and 56 (14.6%) were not eligible for CBT. Posttreatment scores for fatigue severity (mean 26.0, SD 13.8), physical functioning (mean 88.2, SD 15.0), and full school attendance (mean 84.3, SD 26.5) fell within the 95% CIs of the FITNET RCT. Deterioration of fatigue and physical functioning after IMP-FITNET was observed at rates of 1.2% (n=3) and 4.1% (n=10), respectively, which is comparable to a waiting list condition (fatigue: 1.2% vs 5.7%, χ21=3.5, P=.06; physical functioning: 4.1% vs 11.4%, χ21=3.3, P=.07). Moreover, 41 (16.8%) IMP-FITNET patients made use of face-to-face consultations. CONCLUSIONS: IMP-FITNET is an effective and safe treatment for adolescents with CFS/ME in routine clinical care.


Cognitive Behavioral Therapy , Disabled Persons , Fatigue Syndrome, Chronic , Adolescent , Fatigue Syndrome, Chronic/therapy , Humans , Internet , Treatment Outcome
4.
BMJ Paediatr Open ; 5(1): e001057, 2021.
Article En | MEDLINE | ID: mdl-34079917

Objective: To understand how a child with a stable chronic disease and his/her parents shape his/her daily life participation, we assessed: (1) the parents' goals regarding the child's daily life participation, (2) parental strategies regarding the child's participation and () how children and their parents interrelate when their goals regarding participation are not aligned. Methods: This was a qualitative study design using a general inductive approach. Families of children 8-19 years with a stable chronic disease (cystic fibrosis, autoimmune disease or postcancer treatment) were recruited from the PROactive study. Simultaneous in-depth interviews were conducted separately with the child and parent(s). Analyses included constant comparison, coding and categorisation. Results: Thirty-one of the 57 invited families (54%) participated. We found that parents predominantly focus on securing their child's well-being, using participation as a means to achieve well-being. Moreover, parents used different strategies to either support participation consistent with the child's healthy peers or support participation with a focus on physical well-being. The degree of friction between parents and their child was based on the level of agreement on who takes the lead regarding the child's participation. Conclusions: Interestingly, parents described participation as primarily a means to achieve the child's well-being, whereas children described participation as more of a goal in itself. Understanding the child's and parent's perspective can help children, parents and healthcare professionals start a dialogue on participation and establish mutual goals. This may help parents and children find ways to interrelate while allowing the child to develop his/her autonomy.


Cystic Fibrosis , Parents , Child , Chronic Disease , Family , Female , Humans , Male , Qualitative Research
5.
J Clin Immunol ; 41(6): 1198-1207, 2021 08.
Article En | MEDLINE | ID: mdl-33728554

PURPOSE: Fatigue is a distressing symptom commonly reported among pediatric patients with primary immunodeficiency (PID). However, the relationship between fatigue and disease activity is currently unknown. METHODS: In this cross-sectional study, we examined the prevalence of severe fatigue, the effect of fatigue on health-related quality of life (HRQoL), and the effects of disease activity and comorbidity on fatigue severity among pediatric patients 2-18 years of age with PID. Fatigue and HRQoL were assessed using the pediatric quality of life inventory multidimensional fatigue scale (PedsQL MFS) and generic core scales (PedsQL GCS), respectively. Linear regression analyses and an analysis of covariance were used to compare the fatigue scores with the scores obtained from a healthy control group. Data were adjusted for age and sex. RESULTS: Of the 91 eligible patients, 79 were assessed (87% participation rate), with a mean age of 10.4 ± 4.4 years. Pediatric patients with PID reported significantly higher fatigue levels compared to healthy peers, with an 18.9% prevalence of severe fatigue. Moreover, higher fatigue levels were inversely associated with HRQoL in all domains and directly associated with school absences. We found that severe fatigue was comparable between common variable immunodeficiency (CVID), combined immunodeficiency (CID), and selective immunoglobulin A deficiency (SIgAD) patients, but was not reported in the X-linked agammaglobulinemia (XLA) patients studied. Finally, fatigue severity was not significantly associated with disease activity or comorbidity. CONCLUSIONS: Nearly 20% of pediatric patients with PID reported experiencing severe fatigue, and fatigue was reported among a wide range of PID subcategories. In addition, severe fatigue negatively affected the patient's quality of life and daily functioning, but was not associated with disease activity or comorbidity. Thus, targeting severe fatigue might be a promising strategy for improving the overall well-being and quality of life of pediatric patients with PID.


Fatigue/etiology , Primary Immunodeficiency Diseases/complications , Child , Common Variable Immunodeficiency/etiology , Comorbidity , Cross-Sectional Studies , Female , Health Status , Humans , Male , Quality of Life , Severity of Illness Index
6.
Arch Dis Child ; 105(5): 463-469, 2020 05.
Article En | MEDLINE | ID: mdl-31748222

OBJECTIVE: Opportunities to participate in daily life have improved considerably for children with chronic disease. Nevertheless, they still face challenges associated with their ever-present illness affecting every aspect of their lives. To best help these children, we aimed to assess the child's own perspective on participation and the main considerations that affect participation in a stable phase of disease. METHODS: Qualitative study design was applied. Semistructured, indepth interviews were conducted and analysed by a general inductive approach using constant comparison, coding and categorisation. Children 8-18 years old with a chronic disease were recruited from a cohort study involving cystic fibrosis, autoimmune disease and post-treatment paediatric cancer. RESULTS: 31 of the 56 (55%) invited patients participated. From the perspective of children with chronic disease, participation is considered more than merely engaging in activities; rather, they view having a sense of belonging, the ability to affect social interactions and the capacity to keep up with peers as key elements of full participation. Some children typically placed a higher priority on participation, whereas other children typically placed a higher priority on their current and/or future needs, both weighing the costs and benefits of their choices and using disclosure as a strategy. CONCLUSIONS: Enabling full participation from the child's perspective will help realise patient-centred care, ultimately helping children self-manage their participation. Caregivers can stimulate this participation by evaluating with children how to achieve a sense of belonging, active involvement and a role within a peer group. This requires active collaboration between children, healthcare providers and caregivers.


Chronic Disease , Social Participation , Adolescent , Autoimmune Diseases , Child , Cystic Fibrosis , Female , Humans , Male , Neoplasms/therapy , Qualitative Research
7.
Rheumatol Int ; 38(11): 2015-2025, 2018 11.
Article En | MEDLINE | ID: mdl-30155667

In patients with a pediatric rheumatic disease (PRD), chronic musculoskeletal pain (CMP) can have a major impact on functioning and social participation. Because CMP is not always alleviated solely by the use of pharmacological approaches, the aim was to systematically review the available evidence regarding non-pharmacological treatment options for reducing CMP in patients with PRD. PubMed, Embase, PsycINFO, and the Cochrane Library were systematically searched for (non-)randomized trials investigating non-pharmacological treatments for CMP in PRD published through October 25, 2017. The GRADE approach was used to assess the quality of evidence. The search yielded 11 studies involving 420 children 5-18 years of age. All studies were relatively small and short-term, and the quality of evidence ranged from very low to moderate. The main modalities within non-pharmacology therapy were psychological interventions and exercise-based interventions. Some studies show modest positive short-term results for psychological and exercise-based interventions. Psychological and exercise-based interventions can have a modest positive result in PRD, with no evidence of side effects. Non-pharmacological therapies are a promising option to alleviate pain in PRD and improve functioning, which can be used as an alternative for or in addition to pharmacological therapies. Because chronic pain can differ etiologically from acute pain in PRD, non-pharmacological therapies might have different effects in patients with or without active inflammation. To best determine the effect of non-pharmacological therapies, future studies should take this difference into account.


Chronic Pain/therapy , Musculoskeletal Pain/therapy , Pain Management/methods , Rheumatic Diseases/therapy , Adolescent , Age of Onset , Child , Child, Preschool , Chronic Pain/diagnosis , Chronic Pain/epidemiology , Chronic Pain/physiopathology , Female , Humans , Male , Musculoskeletal Pain/diagnosis , Musculoskeletal Pain/epidemiology , Musculoskeletal Pain/physiopathology , Pain Management/adverse effects , Pain Measurement , Rheumatic Diseases/diagnosis , Rheumatic Diseases/epidemiology , Rheumatic Diseases/physiopathology , Treatment Outcome
8.
Eur J Pediatr ; 175(2): 245-52, 2016 Feb.
Article En | MEDLINE | ID: mdl-26334394

Chronic fatigue syndrome (CFS) is characterized by persistent fatigue and severe disability. Most adolescent patients report attention and concentration problems, with subsequent poor performance at school. This study investigated the impact of CFS on intellectual capacity by (1) assessing discrepancies between current intelligence quotient (IQ) and school level and (2) exploring differences in current IQ and pre-CFS school performance, compared with healthy individuals. Current data was cross-sectionally gathered and compared with retrospective pre-CFS school performance data. Fifty-nine CFS adolescents and 40 controls were evaluated on performance on age-appropriate intelligence tests and school level. Current IQ scores of CFS adolescents were lower than expected on the basis of their school level. Furthermore, there was a difference in intelligence performance across time when current IQ scores were compared with pre-CFS cognitive achievement. Healthy controls did not show any discrepancies. CONCLUSION: According to their pre-CFS intelligence assessments, CFS patients started with appropriate secondary school levels at the age of 12. Our data suggest that CFS may be accompanied by a decline in general cognitive functioning. Given the critical age for intellectual development, we recommend a timely diagnosis followed by appropriate treatment of CFS in adolescents. WHAT IS KNOWN: Adolescent chronic fatigue syndrome (CFS) is a debilitating condition with major impact on social and intellectual development. Most patients report concentration problems, with subsequent poor performance at school. Little is known about the influence of CFS on intellectual performances. WHAT IS NEW: IQ scores of CFS adolescents are lower than the IQ scores of healthy peers with an equivalent school level. There is a decrease in intelligence performance across time when current IQ scores are compared with pre-CFS cognitive achievement. Healthy controls do not show any discrepancies between their current IQ, school level and previous cognitive functioning. This suggest that adolescent CFS may be accompanied by a decline in general cognitive functioning.


Cognition Disorders/physiopathology , Cognition/physiology , Fatigue Syndrome, Chronic/physiopathology , Intelligence/physiology , Adolescent , Child , Cognition Disorders/diagnosis , Cross-Sectional Studies , Female , Humans , Intelligence Tests , Longitudinal Studies , Male , Retrospective Studies , Schools
9.
Arthritis Care Res (Hoboken) ; 68(1): 108-14, 2016 Jan.
Article En | MEDLINE | ID: mdl-26314390

OBJECTIVE: To determine the prevalence of severe fatigue and fatigue-related limitations among adolescents with juvenile idiopathic arthritis (JIA) and other pediatric rheumatic diseases (PRDs). In addition, we assessed the effect of disease activity and pain on the severity of fatigue. METHODS: This cross-sectional study included 175 patients (ages 10-18 years) who visited the pediatric rheumatology and immunology outpatient clinic at Wilhelmina Children's Hospital from April through July 2013. Patients completed validated questionnaires regarding fatigue, physical functioning, and school attendance. Disease activity in JIA patients was measured using the Juvenile Arthritis Disease Activity Score including 27 joints. The results were compared against a healthy control group. RESULTS: The prevalence of severe fatigue among patients with PRDs was 25.1%, which was significantly higher than among the healthy control group (P < 0.001). Fatigued patients had significantly lower levels of physical functioning compared to nonfatigued patients (62.1% versus 89.0%, respectively; P < 0.001) and a significantly higher percentage of school absences (21.2% versus 11.6%, respectively; P = 0.005). Among JIA patients, the level of pain was significantly correlated with fatigue. Finally, disease activity was not a predictor for fatigue. CONCLUSION: Fatigue is a common problem among teenagers with PRDs, with a higher prevalence among these patients than in the general population. Severe fatigue leads to significant impairments, including increased school absences and decreased physical functioning. Interestingly, fatigue was associated with pain, but not with the disease activity. Therefore, in this patient population, fatigue may be a promising therapeutic target for improving functioning, school attendance, and possibly pain as well.


Fatigue/epidemiology , Rheumatic Diseases/epidemiology , Absenteeism , Adolescent , Adolescent Behavior , Age Factors , Case-Control Studies , Child , Cost of Illness , Cross-Sectional Studies , Fatigue/diagnosis , Fatigue/physiopathology , Fatigue/psychology , Female , Humans , Male , Netherlands/epidemiology , Pain Measurement , Prevalence , Rheumatic Diseases/diagnosis , Rheumatic Diseases/physiopathology , Rheumatic Diseases/psychology , Schools , Severity of Illness Index , Surveys and Questionnaires
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