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Dodds M, Wanni Arachchige Dona S, Gold L, Coghill D, Le HND. Economic Burden and Service Utilization of Children With Attention-Deficit/Hyperactivity Disorder: A Systematic Review and Meta-Analysis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:247-264. [PMID: 38043710 DOI: 10.1016/j.jval.2023.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 09/18/2023] [Accepted: 11/01/2023] [Indexed: 12/05/2023]
Abstract
OBJECTIVES Attention-deficit/hyperactivity disorder (ADHD) is one of the most common neurodevelopmental disorders in children. This study aims to systematically synthesize the literature on service utilization and costs for children with ADHD. METHODS The search included 9 databases for peer-reviewed primary studies in English from 2007 to 2023. Two independent reviewers conducted title/abstract and full-text screenings and quality assessment. Meta-analysis was conducted on direct medical costs. RESULTS Thirty-two studies were included. Children with ADHD have used more pharmaceuticals, mental health, and special education services than children without ADHD (counterparts). Nevertheless, one study found that children with ADHD were twice as likely to have unmet health needs than their counterparts. Annual health system costs per patient were highly varied and higher in children with ADHD ($722-$11 555) than their counterparts ($179-$3646). From a societal perspective, children with ADHD were associated with higher costs ($162-$18 340) than their counterparts ($0-2540). The overall weighted mean direct medical cost was $5319 for children with ADHD compared with $1152 for their counterparts when all studies with different sample sizes were considered together, with the difference being $4167. Limited literature on productivity losses associated with ADHD reported them as a substantial cost. ADHD in children had a "large" effect on the increment of direct medical costs. CONCLUSIONS ADHD was associated with increased service utilization and costs. However, unmet health needs or underuse among children with ADHD was also evident. Governments should endeavor to improve access to effective services for children with ADHD to mitigate the impact of ADHD.
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Affiliation(s)
- Mitchell Dodds
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Faculty of Health, Deakin University, Burwood, Victoria, Australia
| | - Sithara Wanni Arachchige Dona
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Faculty of Health, Deakin University, Burwood, Victoria, Australia.
| | - Lisa Gold
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Faculty of Health, Deakin University, Burwood, Victoria, Australia
| | - David Coghill
- Murdoch Children's Research Institute, Royal Children's Hospital, Victoria, Australia; Departments of Paediatrics and Psychiatry, Faculty of Medicine, The University of Melbourne, Victoria, Australia
| | - Ha N D Le
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Faculty of Health, Deakin University, Burwood, Victoria, Australia
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Georg S, Genser B, Fischer J, Sachse S, De Bock F. Development and validation of a self-regulation scale within the German version of the Early Development Instrument. BMC Pediatr 2023; 23:509. [PMID: 37845613 PMCID: PMC10577983 DOI: 10.1186/s12887-023-04334-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 09/28/2023] [Indexed: 10/18/2023] Open
Abstract
BACKGROUND Early childhood self-regulation (SR) is key for many health- and education-related outcomes across the life span. Kindergarten age is a crucial period for SR development, and within this developmental window, potential SR difficulties can still be compensated for (e.g., through interventions). However, efficient measurement of SR through brief, comprehensive, and easy-to-use instruments that identify SR difficulties are scarce. To address this need, we used items of an internationally applied kindergarten teacher questionnaire-the Early Development Instrument (EDI) - to develop and validate a specific SR measurement scale. METHODS The psychometric evaluation and validation of the selected SR-items was performed in data collected with the German version of the EDI (GEDI), in two independent data sets - (a) the development dataset, with 191 children, and b) the validation dataset, with 184 children. Both included three- to six-year-old children and contained retest and interrater reliability data. First, three independent raters-based on theory-selected items eligible to form a SR scale from the two SR-relevant GEDI domains "social competence" and "emotional maturity". Second, exploratory and confirmatory factor analysis using structural equation modeling examined the item structure across both data sets. This resulted in a defined SR scale, of which internal consistency, test-retest and interrater reliability, cross-validation, and concurrent validity using correlation and descriptive agreements (Bland-Altman (BA) plots) with an existing validated SR-measuring instrument (the Kindergarten Behavioral Scales) were assessed. RESULTS Confirmatory factor analysis across both data sets yielded the best fit indices with 13 of the GEDI 20 items initially deemed eligible for SR measurement, and a three-factor structure: a) behavioral response inhibition, b) cognitive inhibition, c) selective or focused attention (RMSEA: 0.019, CFI: 0.998). Psychometric evaluation of the resulting 13-item-GEDI-SR scale revealed good internal consistency (0.92), test-retest and interrater reliability (0.85 and 0.71, respectively), validity testing yielded stability across populations and good concurrent validity with the Kindergarten Behavioral Scales (Pearson correlation coefficient: mean 0.72, range 0.61 to 0.84). CONCLUSIONS The GEDI contains 13 items suitable to assess SR, either as part of regular EDI developmental monitoring or as a valid stand-alone scale. This short 13-item (G)EDI-SR scale may allow early detection of children with SR difficulties in the kindergarten setting in future and could be the basis for public health intervention planning. To attain this goal, future research should establish appropriate reference values using a representative standardization sample.
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Affiliation(s)
- Sabine Georg
- Medical Faculty Mannheim, Center for Preventive Medicine and Digital Health (CPD), Division of General Medicine, Old Brewery, Heidelberg University, Röntgenstraße 7, 68167, Mannheim, Germany.
- Department of Developmental Psychology, Heidelberg University of Education, Keplerstraße 87, 69120, Heidelberg, Germany.
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany.
| | - Bernd Genser
- Medical Faculty Mannheim, Center for Preventive Medicine and Digital Health (CPD), Division of General Medicine, Old Brewery, Heidelberg University, Röntgenstraße 7, 68167, Mannheim, Germany
- BGStats Consulting, Schleifmühlgasse 7, 1040, Vienna, Austria
| | - Joachim Fischer
- Medical Faculty Mannheim, Center for Preventive Medicine and Digital Health (CPD), Division of General Medicine, Old Brewery, Heidelberg University, Röntgenstraße 7, 68167, Mannheim, Germany
| | - Steffi Sachse
- Department of Developmental Psychology, Heidelberg University of Education, Keplerstraße 87, 69120, Heidelberg, Germany
| | - Freia De Bock
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
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Larsen LB, Daley D, Lange AM, Sonuga-Barke E, Thomsen PH, Jensen JS, Rask CU. Functional somatic symptoms in preschool attention-deficit/hyperactivity disorder: a secondary analysis of data from a randomized controlled trial of parent training. Eur Child Adolesc Psychiatry 2023; 32:1979-1988. [PMID: 35748937 DOI: 10.1007/s00787-022-02025-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 06/06/2022] [Indexed: 11/03/2022]
Abstract
Children with attention-deficit/hyperactivity disorder (ADHD) can be more stress-vulnerable, and thereby, it has been suggested, prone to develop functional somatic symptoms (FSS) compared to their peers. In this paper, using data from 160 children aged 3-7 years with ADHD from the D'SNAPP study, a randomized controlled trial testing a parent training intervention, we addressed a number of questions about the role of FSS in ADHD. First, are FSS levels higher in an ADHD sample than in the children of the general population. Second, do FSS levels predict psychopathology and health-related quality of life (HRQoL) in ADHD samples. Third, does FSS levels moderate the effect of parent training on ADHD symptoms. We found that preschoolers with ADHD experienced more severe FSS than a general population-based sample (18.80% vs. 2.11%). Severe FSS were associated with increased psychopathology and impaired daily function and lower HRQoL. Level of baseline FSS did not moderate the effect of parent training on ADHD. FSS in preschool children with ADHD is associated with impaired daily functioning, but further research is warranted to determine the clinical impact of FSS in children with ADHD.
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Affiliation(s)
- Liva Bundgaard Larsen
- Department of Child and Adolescent Psychiatry, Research Unit, Aarhus University Hospital, Aarhus, Denmark.
| | - David Daley
- Division of Psychiatry and Applied Psychology, Institute of Mental Health, University of Nottingham, Nottingham, UK
| | - Anne-Mette Lange
- Department of Child and Adolescent Psychiatry, Research Unit, Aarhus University Hospital, Aarhus, Denmark
| | - Edmund Sonuga-Barke
- Department of Child and Adolescent Psychiatry, Research Unit, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, UK
| | - Per Hove Thomsen
- Department of Child and Adolescent Psychiatry, Research Unit, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | - Charlotte Ulrikka Rask
- Department of Child and Adolescent Psychiatry, Research Unit, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
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Mora T, Puig-Junoy J, Jacobs R, Cid J. Differential costs for the non-adult ADHD population in Catalonia. HEALTH ECONOMICS REVIEW 2023; 13:24. [PMID: 37086372 PMCID: PMC10122377 DOI: 10.1186/s13561-023-00437-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 04/12/2023] [Indexed: 05/03/2023]
Abstract
Attention-Deficit/Hyperactivity Disorder (ADHD) is young children's most common mental health disorder. We aim to provide causal estimates of the differential costs for the non-adult population with ADHD. We used longitudinal administrative data covering the non-adult population over five years and different healthcare providers (general practitioners, hospitalisations and emergency departments, visits to mental healthcare centres-day-care or hospitals) of 1,101,215 individuals in Catalonia (Spain). We also include the consumption of pharmaceuticals and cognitive therapies. We instrumented ADHD diagnosis by the probability of being diagnosed by the most visited healthcare provider based on individual monthly visits to the provider in which this visit was related to ADHD and the density of professionals in the different mental health providers. After using matching procedures to include a proper control group, we estimated two-part and finite mixture models. Our results indicate that ADHD children and adolescents displayed 610€ higher annual health direct costs compared to not diagnosed counterparts. We provide average costs disentangling the sample by age boundaries, gender, and comorbidities to offer values for cost-effective analyses and incremental costs after diagnosis, which is around 400€. A significant differential annual direct health cost for the non-adult population with ADHD is determined, which will be helpful for cost-effectiveness analysis and complete cost-of-illness studies.
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Affiliation(s)
- Toni Mora
- Research Institute for Evaluation and Public Policies (IRAPP), Universitat Internacional de Catalunya (UIC), Barcelona, 08017, Spain.
| | - Jaume Puig-Junoy
- Universitat Pompeu Fabra-Barcelona School of Management (UPF-BSM), Barcelona, Spain
| | - Rowena Jacobs
- Centre for Health Economics (CHE), University of York, York, UK
| | - Jordi Cid
- Institut d'Assistència Sanitària (IAS) and Mental Health & Addiction Research Group (IDIBGI), Girona, Spain
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Longitudinal changes of mental health problems in children and adolescents treated in a primary care-based health-coaching programme – results of the PrimA-QuO cohort study. BMC PRIMARY CARE 2022; 23:211. [PMID: 35996092 PMCID: PMC9396915 DOI: 10.1186/s12875-022-01780-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 06/21/2022] [Indexed: 11/10/2022]
Abstract
Background In Germany, 19.1% of boys and 14.5% of girls are affected by mental health problems (MHP). Paediatricians are usually the first in line to be contacted but they often do not feel adequately trained to diagnose and treat MHP in primary care. A major statutory health insurance fund introduced a health coaching (HC) programme to strengthen primary care consultation for MHP. The HC includes a training concept for paediatricians, standardised guidelines for actions and additional payments. The aim of this study was to investigate the potential effects of the HC programme on the change of MHP in children and adolescents. Methods A prospective cohort study was conducted in Bavaria, Germany, in 2018 and 2019. Data were collected at 2 points 1 year apart using an online questionnaire. Parents of patients with developmental disorder of speech and language, head/abdominal pain, conduct disorder or non-organic enuresis were approached by their health insurance. Families treated according to the HC programme form the intervention group while all others serve as controls. MHP was assessed using the Strengths and Difficulties Questionnaire (SDQ) as a child self-assessment (SDQ-S)/or external assessment by parents (SDQ-P). Determinants of SDQ total score were analysed using linear mixed effects models. Results Cross-sectional (n = 1090) and longitudinal analyses (n = 599) were performed. At baseline, a total of 23.5% had an SDQ total score “at risk” (SDQ-S > 15/SDQ-P > 13). There were no significant differences between intervention and controls. After full adjustment for all potential confounders, higher SDQ scores indicating more problems were significantly associated with male sex (2.000, p < 0.001) whereas a high parental education level was significantly associated with decreased SDQ scores (-2.127, p =0.034). There was a significant improvement in the control group over time (-0.814, p = 0.001) while the SDQ scores in the intervention group remained stable (-0.012, p = 0.020). Conclusion This evaluation of the HC programme could not prove a clinically relevant intervention’s effect on the MHP developmental course. Nevertheless, (HC) paediatricians have crucial potential to improve the care of MHP patients. Targeting families with less access to support measures might help reduce the burden of MHP and be a step towards continuous improvement of care. Supplementary Information The online version contains supplementary material available at 10.1186/s12875-022-01780-1.
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Garcia-Argibay M, Pandya E, Ahnemark E, Werner-Kiechle T, Andersson LM, Larsson H, Du Rietz E. Healthcare utilization and costs of psychiatric and somatic comorbidities associated with newly diagnosed adult ADHD. Acta Psychiatr Scand 2021; 144:50-59. [PMID: 33749845 DOI: 10.1111/acps.13297] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 02/22/2021] [Accepted: 03/15/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND Psychiatric and somatic problems in young adulthood have been found to be main drivers of costs in individuals with childhood ADHD. However, knowledge of the patterns of healthcare utilization and costs of comorbidities in middle-aged adults with newly diagnosed ADHD is very limited. METHOD We studied individuals born 1966-1978 (from the Swedish Total Population Register) with newly diagnosed ADHD between the ages of 30-45 years and individuals without ADHD matched on birthdate, birth county, and sex. Healthcare utilization and expenditure for psychiatric and somatic disorders were obtained over four years (two years pre- and post-initial ADHD diagnosis). RESULTS Middle-aged adults with newly diagnosed ADHD showed higher levels of healthcare utilization and costs (outpatient, inpatient, medications) for psychiatric and somatic comorbidities relative to adults without ADHD, both before and after the initial diagnosis. Females showed greater average group differences across the study period for medication prescriptions than males. Total incremental annual costs per capita were €2478.76 in adults with ADHD relative to those without, and costs were mainly driven by inpatient care. Psychiatric outpatient visits were statistically significantly higher the year before the ADHD diagnosis compared with two years before and after the diagnosis. CONCLUSION This study demonstrates the substantial burden of psychiatric and somatic comorbidities in middle-aged adults newly diagnosed with ADHD. Psychiatric outpatient visits peaked in the year leading up to the ADHD diagnosis. Findings further suggested that females with ADHD may seek more treatment for comorbidities than males, which may reflect a general female tendency.
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Affiliation(s)
| | - Ekta Pandya
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Ewa Ahnemark
- Shire Sweden AB, a Takeda Company, Stockholm, Sweden
| | | | | | - Henrik Larsson
- School of Medical Sciences, Örebro University, Örebro, Sweden.,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Ebba Du Rietz
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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7
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Chhibber A, Watanabe AH, Chaisai C, Veettil SK, Chaiyakunapruk N. Global Economic Burden of Attention-Deficit/Hyperactivity Disorder: A Systematic Review. PHARMACOECONOMICS 2021; 39:399-420. [PMID: 33554324 DOI: 10.1007/s40273-020-00998-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/29/2020] [Indexed: 05/06/2023]
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is one of the most common mental disorders affecting children and adults. Previous systematic reviews have provided estimates of ADHD-associated costs but were limited to the USA and Europe. OBJECTIVES This study aimed to systematically summarise all global evidence on the economic burden of ADHD. METHODS A systematic search for published studies on costs of ADHD was conducted in EconLit, EMBASE, PubMed, ERIC, and PsycINFO. Additional literature was identified by searching the reference lists of eligible studies. The quality of the studies was assessed using the Larg and Moss checklist. RESULTS This review included 44 studies. All studies were conducted in high-income countries and were limited to North America and Europe except for four studies: two in Asia and two in Australia. Most studies were retrospective and undertook a prevalence-based study design. Analysis revealed a substantial economic impact associated with ADHD. Estimates based on total costs ranged from $US831.38 to 20,538 for per person estimates and from $US356 million to 20.27 billion for national estimates. Estimates based on marginal costs ranged from $US244.15 to 18,751.00 for per person estimates and from $US12.18 million to 141.33 billion for national estimates. Studies that calculated economic burden across multiple domains of direct, indirect, and education and justice system costs for both children and adults with ADHD reported higher costs and translated gross domestic product than did studies that captured only a single domain or age group. CONCLUSIONS Despite the wide variation in methodologies in studies reviewed, the literature suggests that ADHD imposes a substantial economic burden on society. There is a dire need for cost-of-illness research in low- and middle-income countries to better inform the treatment and management of ADHD in these countries. In addition, guidelines on the conduct and reporting of economic burden studies are needed as they may improve standardisation of cost-of-illness studies.
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Affiliation(s)
- Anindit Chhibber
- Department of Pharmacotherapy, School of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | | | | | - Sajesh K Veettil
- Department of Pharmacotherapy, School of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Nathorn Chaiyakunapruk
- Department of Pharmacotherapy, School of Pharmacy, University of Utah, Salt Lake City, UT, USA.
- School of Pharmacy, Monash University, Subang Jaya, Malaysia.
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Economic Return on Investment of Parent Training Programmes for the Prevention of Child Externalising Behaviour Problems. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2021; 47:300-315. [PMID: 31630323 DOI: 10.1007/s10488-019-00984-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Economic models to inform decision-making are gaining popularity, especially for preventive interventions. However, there are few estimates of the long-term returns to parenting interventions used to prevent mental health problems in children. Using data from a randomised controlled trial evaluating five indicated parenting interventions for parents of children aged 5-12, we modeled the economic returns resulting from reduced costs in the health care and education sector, and increased long-term productivity in a Swedish setting. Analyses done on the original trial population, and on various sized local community populations indicated positive benefit-cost ratios. Even smaller local authorities would financially break-even, thus interventions were of good value-for-money. Benefit-cost analyses of such interventions may improve the basis for resource allocation within local decision-making.
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Decke S, Deckert K, Lang M, Laub O, Loidl V, Schwettmann L, Grill E. "We're in good hands there." - Acceptance, barriers and facilitators of a primary care-based health coaching programme for children and adolescents with mental health problems: a qualitative study (PrimA-QuO). BMC FAMILY PRACTICE 2020; 21:273. [PMID: 33341115 PMCID: PMC7749989 DOI: 10.1186/s12875-020-01344-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 12/02/2020] [Indexed: 11/15/2022]
Abstract
Background 11.5 % of girls and 17.8 % of boys are affected by a mental health problem (MHP). The most prevalent problem areas are behavioural problems (girls/boys in %: 11.9/17.9), emotional problems (9.7/8.6) and hyperactivity problems (4.8/10.8). Primary care paediatricians are the first in line to be contacted. Nevertheless, even for less severely affected patients, referral rates to specialised care are constantly high. Therefore, a major statutory health insurance fund introduced a Health Coaching (HC) programme, including a training concept for paediatricians, standardised guidelines for actions and additional payments to strengthen primary care consultation for MHP and to decrease referrals to specialised care. The aim of this study was to examine how the HC is perceived and implemented in daily practice to indicate potential strengths and challenges. Methods During a one-year period starting in November 2017, a series of guideline-based interviews were conducted by phone with HC-developers, HC-qualified paediatricians, parents and patients (≥14 years) treated according to the HC programme. Paediatricians were selected from a Bavarian practice network with a total of 577 HC qualified paediatricians. Parents of patients with the four most common MHP diagnoses were approached by their health insurance: [World Health Organization, 2013] developmental disorder of speech and language [Wille N, et al., 2008] head/abdominal pain (somatoform) [Holling H, et al., 2003-2006 and 2009-2012] conduct disorder [Plass-Christl A, et al., 2018] non-organic enuresis. 23 paediatricians, 314 parents and 10 adolescents consented to be interviewed. Potential participants were selected based on purposeful sampling, according to principles of maximum variance. All interviews were recorded and transcribed verbatim. Two researchers analysed the transcripts independently of each other. Structuring content analysis derived from Mayring was used for analysis. Results 11 paediatricians, 3 co-developers, 22 parents and 4 adolescents were included. Families were generally satisfied with paediatric care received in the programme’s context. The HC supported paediatricians’ essential role as consultants and improved their diagnostic skills. Lack of time, financial restrictions and patients’ challenging family structures were reported as major barriers to success. Conclusion The HC programme is perceived as a facilitator for more patient-centred care. However, structural barriers remain. Starting points for improvement are further options to strengthen families’ resources and expanded interdisciplinary networking. Supplementary Information The online version contains supplementary material available at 10.1186/s12875-020-01344-1.
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Affiliation(s)
- Siona Decke
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Munich, Germany. .,Pettenkofer School of Public Health, Munich, Germany.
| | | | - Martin Lang
- Berufsverband der Kinder- und Jugendärzte (BVKJ) e.V., Cologne, Germany.,PaedNetz Bayern e.V., Munich, Germany
| | - Otto Laub
- PaedNetz Bayern e.V., Munich, Germany
| | - Verena Loidl
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Munich, Germany.,Pettenkofer School of Public Health, Munich, Germany
| | - Lars Schwettmann
- Helmholtz Zentrum München (GmbH), Institute of Health Economics and Health Care Management (IGM), Neuherberg, Germany.,Department of Economics, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Eva Grill
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Munich, Germany. .,German Center for Vertigo and Balance Disorders, University Hospital, LMU Munich, Munich, Germany.
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Engelhard MM, Berchuck SI, Garg J, Henao R, Olson A, Rusincovitch S, Dawson G, Kollins SH. Health system utilization before age 1 among children later diagnosed with autism or ADHD. Sci Rep 2020; 10:17677. [PMID: 33077796 PMCID: PMC7572401 DOI: 10.1038/s41598-020-74458-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 09/28/2020] [Indexed: 01/02/2023] Open
Abstract
Children with autism spectrum disorder (ASD) or attention deficit hyperactivity disorder (ADHD) have 2-3 times increased healthcare utilization and annual costs once diagnosed, but little is known about their utilization patterns early in life. Quantifying their early health system utilization could uncover condition-specific health trajectories to facilitate earlier detection and intervention. Patients born 10/1/2006-10/1/2016 with ≥ 2 well-child visits within the Duke University Health System before age 1 were grouped as ASD, ADHD, ASD + ADHD, or No Diagnosis using retrospective billing codes. An additional comparison group was defined by later upper respiratory infection diagnosis. Adjusted odds ratios (AOR) for hospital admissions, procedures, emergency department (ED) visits, and outpatient clinic encounters before age 1 were compared between groups via logistic regression models. Length of hospital encounters were compared between groups via Mann-Whitney U test. In total, 29,929 patients met study criteria (ASD N = 343; ADHD N = 1175; ASD + ADHD N = 140). ASD was associated with increased procedures (AOR = 1.5, p < 0.001), including intubation and ventilation (AOR = 2.4, p < 0.001); and outpatient specialty care, including physical therapy (AOR = 3.5, p < 0.001) and ophthalmology (AOR = 3.1, p < 0.001). ADHD was associated with increased procedures (AOR = 1.41, p < 0.001), including blood transfusion (AOR = 4.7, p < 0.001); hospital admission (AOR = 1.60, p < 0.001); and ED visits (AOR = 1.58, p < 0.001). Median length of stay was increased after birth in ASD (+ 6.5 h, p < 0.001) and ADHD (+ 3.8 h, p < 0.001), and after non-birth admission in ADHD (+ 1.1 d, p < 0.001) and ASD + ADHD (+ 2.4 d, p = 0.003). Each condition was associated with increased health system utilization and distinctive patterns of utilization before age 1. Recognizing these patterns may contribute to earlier detection and intervention.
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Affiliation(s)
- Matthew M Engelhard
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Rd, Durham, NC, 27705, USA.
| | - Samuel I Berchuck
- Department of Statistical Science, Duke University, Durham, NC, USA
- Duke Forge, Duke University School of Medicine, Durham, NC, USA
| | - Jyotsna Garg
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Ricardo Henao
- Duke Forge, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
| | - Andrew Olson
- Duke Forge, Duke University School of Medicine, Durham, NC, USA
| | | | - Geraldine Dawson
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Rd, Durham, NC, 27705, USA
- Duke Center for Autism and Brain Development and Duke Institute for Brain Sciences, Durham, NC, USA
| | - Scott H Kollins
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Rd, Durham, NC, 27705, USA
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
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Laugesen B, Lauritsen MB, Jørgensen R, Sørensen EE, Rasmussen P, Grønkjær M. The Complexities of Everyday Life and Healthcare Utilization in Danish Children With ADHD: A Mixed Methods Study. J Pediatr Nurs 2020; 52:e33-e41. [PMID: 32008832 DOI: 10.1016/j.pedn.2020.01.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 01/07/2020] [Accepted: 01/08/2020] [Indexed: 11/27/2022]
Abstract
PURPOSE To explore and describe everyday life and hospital-based healthcare experiences and utilization in families of children with ADHD in Denmark. DESIGN AND METHODS The present work is a multistage, mixed methods study. The design consists of three individual studies: a meta-synthesis, a focused ethnographic study, and a historical cohort study. RESULTS The integrated findings show that: 1) parental stressors affect everyday life and hospital-based service use; 2) parents have concerns for their child from early childhood and fight to have their concerns recognized; and 3) healthcare professionals are important for parents to navigate the persistent challenges of everyday life. CONCLUSIONS Having a child with ADHD pervades everyday life and children with ADHD use more medical and psychiatric services in hospitals during the first 12 years of life than children without ADHD. The findings demonstrate a vulnerable everyday life experience and highlight the importance of the families being recognized, accepted, and respected in hospital-based healthcare services from early childhood. PRACTICE IMPLICATIONS Healthcare professionals need to recognize the challenges the family of a child with ADHD faces and to acknowledge that ADHD pervades all aspects of everyday life and all other healthcare issues. It is important for healthcare professionals, regardless of specialty, to engage with individual families and to positively contribute to the medical and psychiatric healthcare experience.
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Affiliation(s)
- Britt Laugesen
- Clinical Nursing Research Unit, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Denmark.
| | | | - Rikke Jørgensen
- Unit for Psychiatric Research, Aalborg Psychiatric Hospital, Aalborg University Hospital, Denmark
| | - Erik Elgaard Sørensen
- Clinical Nursing Research Unit, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Denmark
| | | | - Mette Grønkjær
- Clinical Nursing Research Unit, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Denmark
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Nystrand C, Feldman I, Enebrink P, Sampaio F. Cost-effectiveness analysis of parenting interventions for the prevention of behaviour problems in children. PLoS One 2019; 14:e0225503. [PMID: 31790442 PMCID: PMC6886776 DOI: 10.1371/journal.pone.0225503] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Accepted: 11/05/2019] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Behavior problems are common among children and place a high disease and financial burden on individuals and society. Parenting interventions are commonly used to prevent such problems, but little is known about their possible longer-term economic benefits. This study modelled the longer-term cost-effectiveness of five parenting interventions delivered in a Swedish context: Comet, Connect, the Incredible Years (IY), COPE, bibliotherapy, and a waitlist control, for the prevention of persistent behavior problems. METHODS A decision analytic model was developed and used to forecast the cost per averted disability-adjusted life-year (DALY) by each parenting intervention and the waitlist control, for children aged 5-12 years. Age-specific cohorts were modelled until the age of 18. Educational and health care sector costs related to behavior problems were included. Active interventions were compared to the waitlist control as well as to each other. RESULTS Intervention costs ranged between US$ 14 (bibliotherapy) to US$ 1,300 (IY) per child, with effects of up to 0.23 averted DALYs per child (IY). All parenting interventions were cost-effective at a threshold of US$ 15,000 per DALY in relation to the waitlist control. COPE and bibliotherapy strongly dominated the other options, and an additional US$ 2,629 would have to be invested in COPE to avert one extra DALY, in comparison to bibliotherapy. CONCLUSIONS Parenting interventions are cost-effective in the longer run in comparison to a waitlist control. Bibliotherapy or COPE are the most efficient options when comparing interventions to one another. Optimal decision for investment should to be based on budget considerations and priority settings.
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Affiliation(s)
- Camilla Nystrand
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
- * E-mail:
| | - Inna Feldman
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Pia Enebrink
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Filipa Sampaio
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
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Libutzki B, Ludwig S, May M, Jacobsen RH, Reif A, Hartman CA. Direct medical costs of ADHD and its comorbid conditions on basis of a claims data analysis. Eur Psychiatry 2019; 58:38-44. [DOI: 10.1016/j.eurpsy.2019.01.019] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 01/31/2019] [Accepted: 01/31/2019] [Indexed: 11/24/2022] Open
Abstract
AbstractBackground:ADHD is a highly prevalent disease in childhood which often persists into adulthood, then co-occurring with common adult conditions. Especially for adult ADHD, little is known about the costs of ADHD and the additional costs of comorbid conditions.Aims:To determine medical costs of ADHD and costs of comorbidities (mood, anxiety and substance use disorders, obesity), including their co-occurrence rates, stratified by age and gender.Method:Claims data from a German Statutory Health Insurance database with approximately four million member-records per year were analysed. A total of 25,300 prevalent ADHD patients were identified by means of an ICD-10 GM diagnosis of ADHD. A 1:1 age and gender adjusted reference group without ADHD diagnosis was randomly selected. Total health claims and health care costs related to ADHD were analysed, in addition to more targeted analyses of the occurrence and costs of pre-defined common comorbidities of, in particular, adult ADHD (SUD, mood and anxiety disorders, obesity). Outcomes were mean costs per patient and occurrence rates of comorbid conditions. Surplus costs of a comorbid condition in persons with ADHD relative to costs of this condition in persons without ADHD were calculated. Subgroup analyses were conducted based on age (0–12 years, 13–17 years, 18–30years, 30+ years) and gender.Results:Patients with ADHD were €1500 more expensive annually than individuals without ADHD (p < 0.001). Main cost drivers were inpatient care, psychiatrists and psychotherapists. Mood, anxiety, substance use disorders and obesity were significantly more frequent in ADHD patients and additional costs resulting from the comorbid conditions amounted up to €2800. Costs were slightly higher in women than men and increased with age for both genders. In young adults (18–30 years) health care costs dropped notably, especially costs for the medical treatment of ADHD with stimulants and costs for psychiatrists, before rising again in the group of patients over 30 years who had higher comorbidity rates.Conclusions:Medical costs for ADHD are substantial, in part through frequently occurring comorbid conditions, and particularly in adulthood, and are likely to further accelerate in the coming years. A gap of care was found, starting with the transition age group of patients over 17 years, as indicated by reduced costs per person during young adulthood, as well as an overall strong drop in administrative prevalence. In the future, approaches to improve the situation of care and reduce costs at the same time, i.e. through managed care programmes, should be implemented and benefit from detailed knowledge on age and gender-specific cost-drivers.
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Continuity of treatment with benzodiazepines in dementia patients: an analysis of German health insurance claims data. Int Clin Psychopharmacol 2018; 33:282-289. [PMID: 29952800 DOI: 10.1097/yic.0000000000000230] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Long-term treatment with benzodiazepines (BZD) should be avoided in dementia patients because of an increased risk of adverse events. We evaluated how continuously dementia patients were prescribed BZD over 12 months. For this observational study, we used claims data from a large German public sickness fund for 2014 and 2015, including patients with an incident diagnosis of dementia in 2014. The aim was to evaluate the continuity of treatment, the frequency of BZD prescriptions and defined daily doses were evaluated. In total, 1298 (5.6%) patients received 4.7±5.2 BZD prescriptions in 2015 on average. Thereof, lorazepam (47.5%), oxazepam (18.6%), diazepam (14.5%), and bromazepam (12.2%) were most often prescribed. 30.7% of the patients received at least one BZD prescription in each quarter of 2015. Although the total number of patients receiving BZD decreased in 2015, defined daily doses for single substances remained mainly unchanged. The incident diagnosis of dementia was not associated with modifications of prescription behavior. The treatment with BZD was not discontinued in a large proportion of dementia patients, increasing the risk of adverse events. Physicians' awareness of avoiding BZD should be improved and further evidence for the appropriate treatment of psychiatric symptoms in dementia (e.g. sleep disturbances, anxiety) is required.
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Klipker K, Baumgarten F, Göbel K, Lampert T, Hölling H. Mental health problems in children and adolescents in Germany. Results of the cross-sectional KiGGS Wave 2 study and trends. JOURNAL OF HEALTH MONITORING 2018; 3:34-41. [PMID: 35586801 PMCID: PMC8848775 DOI: 10.17886/rki-gbe-2018-084] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Mental health problems in children and adolescents are associated with individual and family-related constraints as well as social costs. 20.0% of children and adolescents showed mental health problems at the KiGGS baseline study (2003-2006). This study investigates the current prevalence for KiGGS Wave 2 (2014-2017) as well as time trends in comparison with the KiGGS baseline study. Mental health problems were assessed for 3- to 17-year-old children and adolescents by using the parent-based version of the Strengths and Difficulties Questionnaire (SDQ). For KiGGS Wave 2, the prevalence of mental health problems was 16.9%. A decreasing trend is pronounced particularly among boys between 9 and 17 years of age. Mental health problems are displayed more frequently by girls and boys from families with a low socioeconomic status compared to their peers from families with a medium or high socioeconomic status. These findings are discussed in the light of various measures and actions in health promotion and health care.
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Affiliation(s)
| | - Franz Baumgarten
- Robert Koch Institute, Berlin, Department of Epidemiology and Health Monitoring
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Outpatient rehabilitation resources and medical expenditure in children with attention-deficit hyperactivity disorder in Taiwan. PLoS One 2018; 13:e0199877. [PMID: 29953532 PMCID: PMC6023132 DOI: 10.1371/journal.pone.0199877] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Accepted: 06/15/2018] [Indexed: 11/19/2022] Open
Abstract
Attention-deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder in children. This study investigated the use of rehabilitation treatment in Taiwan. We selected children aged 3-12 years from the National Health Insurance Research Database from 2008 to 2012 and included them in the analysis. The children who received a diagnosis according to the International Classification of Diseases, Ninth Revision, Clinical Modification were divided into two groups: ADHD and non-ADHD. We used the chi-squared test, independent sample t test, and multiple regression analysis to conduct the analysis. The utilisation of rehabilitation resources was higher in the ADHD group than in the non-ADHD group. The number of school-aged children with ADHD was higher than the number of preschool-aged children (p < 0.001). The highest utilisation of rehabilitation resources was observed in clinics (p < 0.001). In terms of region, Taipei exhibited the highest utilisation of rehabilitation resources, and the East exhibited the lowest resource utilisation (p < 0.001). Prediction of the use of rehabilitation resources, average cost, average frequency of visits, and total annual cost was affected by factors such as the average frequency of rehabilitation use, demographic characteristics, and the hospital characteristics and location (p < 0.001). The number of children with ADHD and rehabilitation use are increasing yearly; however, limitations in payment restrict the growth of rehabilitation resource use in hospitals. Supplementation of rehabilitation resources at clinics accounts for more than 60%, however, the total annual cost is less than what is observed for hospitals (p < 0.001). Policies should be established to aid in the early detection and treatment of children with ADHD to improve treatment outcomes and reduce the family burden and treatment expenditure in the future.
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Laugesen B, Mohr-Jensen C, Boldsen SK, Jørgensen R, Sørensen EE, Grønkjær M, Rasmussen P, Lauritsen MB. Attention Deficit Hyperactivity Disorder in Childhood: Healthcare Use in a Danish Birth Cohort during the First 12 Years of Life. J Pediatr 2018; 197:233-240. [PMID: 29580680 DOI: 10.1016/j.jpeds.2018.01.078] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Revised: 01/22/2018] [Accepted: 01/29/2018] [Indexed: 01/15/2023]
Abstract
OBJECTIVES To compare the mean number of medical and psychiatric hospital-based services in children with and without attention deficit hyperactivity disorder (ADHD) and to assess the effect of ADHD on hospital-based service use, including child-, parental-, and socioeconomic-related risk factors. STUDY DESIGN A Danish birth cohort was followed through 12 years, and children with ADHD were identified using Danish nationwide registries. Poisson regression analyses were used to assess the association of ADHD with service use and to adjust for a comprehensive set of explanatory variables. RESULTS Children diagnosed with ADHD used more medical and psychiatric hospital-based healthcare than those without ADHD. In children with ADHD, intellectual disability and parental psychiatric disorder were associated with increased medical and psychiatric service use. Low birth weight and low gestational age were associated with increased medical service use. Psychiatric comorbidity and having a divorced or single parent were associated with increased psychiatric service use. CONCLUSIONS ADHD independently affected medical and psychiatric hospital-based service use even when adjusting for a comprehensive set of explanatory variables. However, the pattern of medical and psychiatric hospital-based service use is complex and cannot exclusively be explained by the child-, parental-, and socioeconomic-related variables examined in this study.
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Affiliation(s)
- Britt Laugesen
- Clinical Nursing Research Unit, Aalborg University Hospital, Denmark.
| | - Christina Mohr-Jensen
- Research Unit for Child and Adolescent Psychiatry, Psychiatry, Aalborg University Hospital, Denmark
| | - Søren Kjærgaard Boldsen
- Research Unit for Child and Adolescent Psychiatry, Psychiatry, Aalborg University Hospital, Denmark
| | - Rikke Jørgensen
- Unit for Psychiatric Research, Aalborg Psychiatric Hospital, Aalborg University Hospital, Denmark
| | - Erik Elgaard Sørensen
- Clinical Nursing Research Unit, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Denmark
| | - Mette Grønkjær
- Clinical Nursing Research Unit, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Denmark
| | | | - Marlene Briciet Lauritsen
- Research Unit for Child and Adolescent Psychiatry, Psychiatry, Aalborg University Hospital, Denmark; Adelaide Nursing School, The University of Adelaide, Australia
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