Evidence map›Paper›PMID 41699558›Full record

ArticleBMC public health2026

The consortium project INTEGRATE-ADHD - comparison and integration of administrative and epidemiological ADHD diagnostic data by clinical assessment: study description, non-responder analysis, and sample characteristics.

Ann-Kristin Beyer, Lilian Beck, Stefan Pfeifer, Ronny Kuhnert, Heike Hölling, Thomas Jans, Annalena Berner, Leila Hetzke, Sophia Weyrich, Vanessa Scholz and 19 more

Abstract readComparative Study
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors.

Ann-Kristin BeyerDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Gerichtstraße 27, 13347, Berlin, Germany. beyera@rki.de.
Lilian BeckDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Gerichtstraße 27, 13347, Berlin, Germany.
Stefan PfeiferDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Gerichtstraße 27, 13347, Berlin, Germany.
Ronny KuhnertDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Gerichtstraße 27, 13347, Berlin, Germany.
Heike HöllingDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Gerichtstraße 27, 13347, Berlin, Germany.
Thomas JansCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Annalena BernerCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Leila HetzkeCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Sophia WeyrichCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Vanessa ScholzCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Theresa EmserCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Diana MagerCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Sanna UlsamerCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Chantal WallauCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Marcel RomanosCentre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany.
Martha GilbertDepartment of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Research Section Child Public Health, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
Anne KamanDepartment of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Research Section Child Public Health, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
Ulrike Ravens-SiebererDepartment of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Research Section Child Public Health, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
Julian WitteVandage GmbH, Bielefeld, Germany.
Lena HasemannVandage GmbH, Bielefeld, Germany.
Katharina WeinertVandage GmbH, Bielefeld, Germany.
Wolfgang GreinerDepartment of Health Economics and Health Care Management, Bielefeld University, Bielefeld, Germany.
Jonas WidmannInstitute of Clinical Epidemiology and Biometry, Julius Maximilian University of Würzburg, Würzburg, Germany.
Anna GrauInstitute of Clinical Epidemiology and Biometry, Julius Maximilian University of Würzburg, Würzburg, Germany.
Anna SchäferInstitute of Clinical Epidemiology and Biometry, Julius Maximilian University of Würzburg, Würzburg, Germany.
Cornelia FiesslerInstitute of Clinical Epidemiology and Biometry, Julius Maximilian University of Würzburg, Würzburg, Germany.
Peter HeuschmannInstitute of Clinical Epidemiology and Biometry, Julius Maximilian University of Würzburg, Würzburg, Germany.
Cordula RiedererDAK-Gesundheit, Hamburg, Germany.
Robert SchlackDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Gerichtstraße 27, 13347, Berlin, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis paper aims to describe the study design, methodological approach, conduct, and sample characteristics of the data linkage project INTEGRATE-ADHD. The project was designed to evaluate the concordance and validity of administrative versus epidemiological and clinical ADHD diagnoses, thereby providing insights for health care and health care planning. The assessment of treatment satisfaction among families with children with ADHD, as well as the health economics of ADHD, is also part of the project.

methodsA total of 24,880 parents of children and adolescents statutorily insured with DAK-Gesundheit, who had at least one confirmed administrative ADHD diagnosis in one quarter of the 2020 insurance year, were invited to complete an online survey. The survey included questions on ADHD diagnosis, disorder-specific and comorbid psychopathology, health care utilisation, and both the quality of and satisfaction with health care. A random sampling procedure was applied to select 202 participants for a guideline-based clinical online assessment. Administrative, survey, and clinical diagnostic data were subsequently linked at the individual level. Non-responder analyses and sample characteristics were examined with descriptive statistics. Group differences were tested with chi-square and t-tests. Sample representativeness was evaluated.

resultsA total of 5,461 parents of youths (mean age = 12.5 years; 25.4% girls) participated in the survey (response rate: 21.5%). A guideline-based clinical ADHD decision could be made for a subsample of 201 participants (mean age = 12.1 years; 27.9% girls). Non-responder analyses indicated only minor differences in sociodemographic and health care–related variables, parents of more severely affected children and adolescents were more likely to participate in the survey. Weighting factors were calculated to adjust for these deviations.

conclusionNon-responder analyses and comparisons with nationwide outpatient diagnostic data suggest that the results are broadly generalisable to German children and adolescents with an administrative ADHD diagnosis. By linking administrative, epidemiological, and clinical ADHD diagnostic data at the individual level, INTEGRATE-ADHD facilitates an individual-level evaluation of how administrative ADHD diagnoses relate to epidemiological and clinical assessments.

Indexed as

Attention Deficit Disorder with HyperactivityAdolescentChildFemaleHumansMaleParentsSurveys and QuestionnairesADHDAdministrativeClinical assessmentData-linkageEpidemiologicalPrevalence

Identifiers

PMID41699558
PMCPMC12930560

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.