Literature DB >> 27105181

The Groundskeeper Gaming Platform as a Diagnostic Tool for Attention-Deficit/Hyperactivity Disorder: Sensitivity, Specificity, and Relation to Other Measures.

Stephen V Faraone1,2, Jeffrey H Newcorn3, Kevin M Antshel4, Lenard Adler5, Kurt Roots6, Monika Heller6.   

Abstract

OBJECTIVE: The purpose of this study was to assess the relative accuracies of the Conners' Brief Rating Scale, Parent Version, the Conners' Continuous Performance Test II (CPT II), and a novel interactive game called "Groundskeeper" to discriminate child psychiatric patients with and without attention-deficit/hyperactivity disorder (ADHD).
METHODS: We administered the three assessments to 113 clinically referred ADHD and non-ADHD patients who had been diagnosed with the Kiddie-Schedule of Affective Disorders and Schizophrenia- Present and Lifetime (K-SADS-PL), Version 19.
RESULTS: As measured by the area under the curve (AUC) statistic from receiver operating characteristic (ROC) analysis, the diagnostic accuracy of Groundskeeper (0.79) was as high as the accuracy of the Conners' parent rating of inattention (0.76) and better than the CPT II percent correct (0.62). Combining the three tests produced an AUC of 0.87. Correlations among the three measures were small and, mostly, not significant.
CONCLUSIONS: Our finding of similar diagnostic accuracies between Groundskeeper and the Conners' inattention scale is especially remarkable given that the Conners' inattention scale shares method variance with the diagnostic process. Although our work is preliminary, it suggests that computer games may be useful in the diagnostic process. This provides an important direction for research, given the objectivity of such measures and the fact that computer games are well tolerated by youth.

Entities:  

Keywords:  ADHD; biomarker; decision-making; diagnosis; gaming

Mesh:

Year:  2016        PMID: 27105181      PMCID: PMC5069710          DOI: 10.1089/cap.2015.0174

Source DB:  PubMed          Journal:  J Child Adolesc Psychopharmacol        ISSN: 1044-5463            Impact factor:   2.576


  33 in total

1.  Indices of discrimination or diagnostic accuracy: their ROCs and implied models.

Authors:  J A Swets
Journal:  Psychol Bull       Date:  1986-01       Impact factor: 17.737

Review 2.  Form of empirical ROCs in discrimination and diagnostic tasks: implications for theory and measurement of performance.

Authors:  J A Swets
Journal:  Psychol Bull       Date:  1986-03       Impact factor: 17.737

3.  Is ADHD diagnosed in accord with diagnostic criteria? Overdiagnosis and influence of client gender on diagnosis.

Authors:  Katrin Bruchmüller; Jürgen Margraf; Silvia Schneider
Journal:  J Consult Clin Psychol       Date:  2011-12-26

Review 4.  Biomarkers and attention-deficit/hyperactivity disorder: a systematic review and meta-analyses.

Authors:  Catia Scassellati; Cristian Bonvicini; Stephen V Faraone; Massimo Gennarelli
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2012-10       Impact factor: 8.829

Review 5.  Biomarkers in the diagnosis of ADHD--promising directions.

Authors:  Stephen V Faraone; Cristian Bonvicini; Catia Scassellati
Journal:  Curr Psychiatry Rep       Date:  2014-11       Impact factor: 5.285

Review 6.  Attention-deficit/hyperactivity disorder in adults: an overview.

Authors:  S V Faraone; J Biederman; T Spencer; T Wilens; L J Seidman; E Mick; A E Doyle
Journal:  Biol Psychiatry       Date:  2000-07-01       Impact factor: 13.382

Review 7.  The scientific foundation for understanding attention-deficit/hyperactivity disorder as a valid psychiatric disorder.

Authors:  Stephen V Faraone
Journal:  Eur Child Adolesc Psychiatry       Date:  2005-02       Impact factor: 4.785

8.  Actual motor performance and self-perceived motor competence in children with attention-deficit hyperactivity disorder compared with healthy siblings and peers.

Authors:  Ellen A Fliers; Marieke L A de Hoog; Barbara Franke; Stephen V Faraone; Nanda N J Rommelse; Jan K Buitelaar; Maria W G Nijhuis-van der Sanden
Journal:  J Dev Behav Pediatr       Date:  2010-01       Impact factor: 2.225

9.  White-matter abnormalities in attention deficit hyperactivity disorder: a diffusion tensor imaging study.

Authors:  Timothy J Silk; Alasdair Vance; Nicole Rinehart; John L Bradshaw; Ross Cunnington
Journal:  Hum Brain Mapp       Date:  2009-09       Impact factor: 5.038

10.  DSM-5 field trials in the United States and Canada, Part II: test-retest reliability of selected categorical diagnoses.

Authors:  Darrel A Regier; William E Narrow; Diana E Clarke; Helena C Kraemer; S Janet Kuramoto; Emily A Kuhl; David J Kupfer
Journal:  Am J Psychiatry       Date:  2013-01       Impact factor: 18.112

View more
  5 in total

1.  Ahead of the (ROC) Curve: A Statistical Approach to Utilizing Ex-Gaussian Parameters of Reaction Time in Diagnosing ADHD Across Three Developmental Periods.

Authors:  Hilary Galloway-Long; Cynthia Huang-Pollock; Kristina Neely
Journal:  J Int Neuropsychol Soc       Date:  2021-09-07       Impact factor: 3.114

2.  Serious Video Games: Angels or Demons in Patients With Attention-Deficit Hyperactivity Disorder? A Quasi-Systematic Review.

Authors:  María Rodrigo-Yanguas; Carlos González-Tardón; Marcos Bella-Fernández; Hilario Blasco-Fontecilla
Journal:  Front Psychiatry       Date:  2022-04-27       Impact factor: 5.435

Review 3.  Video games for the assessment and treatment of attention-deficit/hyperactivity disorder: a systematic review.

Authors:  Inmaculada Peñuelas-Calvo; Lin Ke Jiang-Lin; Braulio Girela-Serrano; David Delgado-Gomez; Rocio Navarro-Jimenez; Enrique Baca-Garcia; Alejandro Porras-Segovia
Journal:  Eur Child Adolesc Psychiatry       Date:  2020-05-18       Impact factor: 4.785

Review 4.  Machine Learning Methods for Diagnosing Autism Spectrum Disorder and Attention- Deficit/Hyperactivity Disorder Using Functional and Structural MRI: A Survey.

Authors:  Taban Eslami; Fahad Almuqhim; Joseph S Raiker; Fahad Saeed
Journal:  Front Neuroinform       Date:  2021-01-20       Impact factor: 4.081

5.  Attention Deficit Hyperactivity Disorder Assessment Based on Patient Behavior Exhibited in a Car Video Game: A Pilot Study.

Authors:  Aaron Sujar; Sofia Bayona; David Delgado-Gómez; Carolina Miguélez-Fernández; Juan Ardoy-Cuadros; Inmaculada Peñuelas-Calvo; Enrique Baca-García; Hilario Blasco-Fontecilla
Journal:  Brain Sci       Date:  2022-07-01
  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.