Reliability, Factor Validity, and Neuropsychological Correlates of the Child Concentration Inventory–2 in a Community Sample of Italian Adolescents
Open accessAbstract
Sluggish Cognitive Tempo (SCT) has been less frequently studied in adolescents compared with school-aged youth, few studies have examined youth self-report of SCT, and no study has examined SCT in Italy. The present study examined the reliability and validity of the Child Concentration Inventory–Version 2 (CCI-2), a youth self-report measure of SCT, in 452 Italian adolescent high school students (37.8% female; mean age = 15.92 years). Adolescents were administered Italian translations of the CCI-2 and the attention deficit hyperactivity disorder (ADHD) Self-Report Scale (ASRS). School performance variables (i.e., teacher-rated grades and teachers’ disciplinary ratings) were also collected. A random subsample ( n = 88) of participants was also administered the Mackworth Clock Test, a short version of the Attention Network Test, and the Stop-Signal Task. In our study, all CCI-2 items showed adequate convergent–discriminant validity, and the CCI-2 scale score showed adequate internal consistency reliability. Confirmatory factor analysis results suggested the adequacy of a one-factor model of the CCI-2 items, which showed to be invariant across sex. Confirmatory factor analyses supported the dissociability of SCT from ADHD-Inattention and ADHD-Impulsivity. SCT was significantly and negatively associated with adolescents’ average school grades, whereas ADHD was also significantly and negatively associated with adolescents’ disciplinary ratings. In the random subsample, the CCI-2 total score was positively, significantly, and uniquely associated with overall reaction time on the Attention Network Task, but not other neurocognitive variables. This study provides further support for the reliability and validity of self-reported SCT in adolescence.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Families of children with SCT report wanting at least some parent involvement and a preference for treatment in the school setting.
“Finally, families of children with SCT report wanting at least some degree of parent involvement while also noting a preference for treatment to be provided in the school setting.34”
From Report of a Work Group on Sluggish Cognitive Tempo: Key Research Directions and a Consensus Change in Terminology to Cognitive Disengagement Syndrome (2023) · cites this paper as [34]
The Methods and Discussion describe a study of CCI-2 validity and school performance in Italian adolescents, not families’ treatment preferences. Searches for parent involvement and school-based treatment found no passage in our copy addressing either preference; page numbers were unavailable. (LLM, conf=0.76)
Experimental — accuracy not yet measuredA qualitative study found that almost half of parents of children with elevated SCT symptoms had a negative reaction to the SCT term.
“and a qualitative study found almost half of parents of children with elevated SCT symptoms had a negative reaction to the SCT term.34”
From Report of a Work Group on Sluggish Cognitive Tempo: Key Research Directions and a Consensus Change in Terminology to Cognitive Disengagement Syndrome (2023) · cites this paper as [34]
The Discussion (page unavailable) describes validation of the CCI-2 in Italian adolescents, not a qualitative study of parents’ reactions to the SCT term. Searches for parents’ reactions, negative reactions, and the terminology found no passage reporting the claimed finding or its ‘almost half’ figure. (LLM, conf=0.74)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Sass, D. A. (2011) · Journal of Psychoeducational Assessment · doi:10.1177/0734282911406661 · Cited by 531 · see citing works
The Internal and External Validity of Sluggish Cognitive Tempo and its Relation with DSM–IV ADHD
Willcutt, E. G., Chhabildas, N., Kinnear, M., DeFries, J. C., Olson, R. K., Leopold, D. R., Keenan, J. M., & Pennington, B. F. (2014) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-013-9800-6 · Cited by 224 · see citing works
Becker, S. P., Langberg, J. M., Luebbe, A. M., Dvorsky, M. R., & Flannery, A. J. (2014) · Journal of Clinical Psychology · doi:10.1002/jclp.22046 · Cited by 125 · see citing works
Self-citationFactor structure of a sluggish cognitive tempo scale in clinically-referred children
Jacobson, L. A., Murphy-Bowman, S. C., Pritchard, A. E., Tart-Zelvin, A., Zabel, T. A., & Mahone, E. M. (2012) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-012-9643-6 · Cited by 101 · see citing works
Becker, S. P., Luebbe, A. M., & Joyce, A. M. (2015) · Psychological Assessment · doi:10.1037/pas0000083 · Cited by 98 · see citing works
Self-citationJarrett, M. A., Rapport, H. F., Rondon, A. T., & Becker, S. P. (2017) · Journal of Attention Disorders · doi:10.1177/1087054714560821 · Cited by 94 · see citing works
Self-citationSáez, B., Servera, M., Becker, S. P., & Burns, G. L. (2019) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2017.1416619 · Cited by 89 · see citing works
Self-citationBecker, S. P., Burns, G. L., Smith, Z. R., & Langberg, J. M. (2020) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-019-00603-9 · Cited by 81 · see citing works
Self-citationSluggish cognitive tempo, processing speed, and internalizing symptoms: the moderating effect of age
Jacobson, L. A., Geist, M., & Mahone, E. M. (2018) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-017-0281-x · Cited by 67 · see citing works
What cognitive processes are “sluggish” in sluggish cognitive tempo?
Kofler, M. J., Irwin, L. N., Sarver, D. E., Fosco, W. D., Miller, C. E., Spiegel, J. A., & Becker, S. P. (2019) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000446 · Cited by 61 · see citing works
Self-citationBecker, S. P., & Barkley, R. A. (2018) · Oxford Medicine Online · doi:10.1093/med/9780198739258.003.0015 · Cited by 59 · see citing works
Self-citationJung, S.-H., Lee, S., Burns, G. L., & Becker, S. P. (2021) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-020-09821-8 · Cited by 34 · see citing works
Self-citationBecker, S. P. (2017) · Journal of Attention Disorders · doi:10.1177/1087054717692882 · Cited by 17 · see citing works
Self-citationSluggish cognitive tempo: the need for global inquiry
Becker, S. P. (2019) · World Psychiatry · doi:10.1002/wps.20639 · Cited by 15 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 37
- Adler, L. A., & Newcorn, J. H. (2011). Administering and evaluating the results of the adult ADHD Self-Report Scale (ASRS) in adolescents. Journal of Clinical Psychiatry, 72(6), e20.
- Barkley, R. A. (2014). Sluggish cognitive tempo (concentration deficit disorder?): Current status, future directions, and a plea to change the name. Journal of Abnormal Child Psychology, 42, 117-125.
- Barkley, R. A. (2016). Sluggish cognitive tempo: A (misnamed) second attention disorder? Journal of the American Academy of Child and Adolescent Psychiatry, 55, 157-158.
- Becker, S. P. (2020). Systematic review: Assessment of sluggish cognitive tempo over the past decade. Journal of the American Academy of Child & Adolescent Psychiatry. Advance online publication. doi:10.1016/j.jaac.2020.10.016 · DOI · Paper page
- Becker, S. P., Leopold, D. R., Burns, G. L., Jarrett, M. A., Langberg, J. M., Marshall, S. A., … Willcutt, E. G. (2016). The internal, external, and diagnostic validity of sluggish cognitive tempo: A meta-analysis and critical review. Journal of the American Academy of Child and Adolescent Psychiatry, 55, 163-178.
- Becker, S. P., Marshall, S. A., & McBurnett, K. (2014). Sluggish cognitive tempo in abnormal child psychology: An historical overview and introduction to the special section. Journal of Abnormal Child Psychology, 42, 1-6.
- Cha, E. S., Kim, K. H., & Erlen, J. A. (2007). Translation of scales in cross-cultural research: issues and techniques. Journal of Advanced Nursing, 58, 386-395.
- Coghill, D., & Sonuga-Barke, E. J. (2012). Annual research review: categories versus dimensions in the classification and conceptualisation of child and adolescent mental disorders- implications of recent empirical study. Journal of Child Psychology and Psychiatry, 53(5), 469-489.
- Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). New York, NY: Academic Press.
- Denissen, J. J., Geenen, R., Van Aken, M. A., Gosling, S. D., & Potter, J. (2008). Development and validation of a Dutch translation of the Big Five Inventory (BFI). Journal of Personality Assessment, 90, 152-157.
- Dvorsky, M. R., Becker, S. P., Tamm, L., & Willoughby, M. T. (2019). Testing the longitudinal structure and change in sluggish cognitive tempo and inattentive behaviors from early through middle childhood. Assessment. Advance online publication. doi:10.1177/1073191119872247 · DOI · Paper page
- Evans, S. W., Van der Oord, S, Rogers, E. E. (2020). Academic functioning and interventions for adolescents with ADHD. In Becker, S. P. (Ed.), ADHD in adolescents: Development, assessment, and treatment (pp. 148-169). The Guilford Press.
- Fan, J., McCandliss, B. D., Sommer, T., Raz, A., & Posner, M. I. (2002). Testing the efficiency and independence of attentional networks. Journal of Cognitive Neuroscience, 14, 340-347.
- Gialdi, G., Somma, A., Manara, C. V., & Fossati, A. (2020). Alternative models of estimating the Stop-Signal Reaction Time in the Stop-Signal Paradigm and their differential associations with self-reports of impulsivity domains. BPA-Applied Psychology Bulletin, 68(287), 19-29.
- Green, J. G., DeYoung, G., Wogan, M. E., Wolf, E. J., Lane, K. L., & Adler, L. A. (2019). Evidence for the reliability and preliminary validity of the Adult ADHD Self-Report Scale v1. 1 (ASRS v1. 1) Screener in an adolescent community sample. International Journal of Methods in Psychiatric Research, 28(1), e1751.
- Kessler, R. C., Adler, L. A., Gruber, M. J., Sarawate, C. A., Spencer, T., & Van Brunt, D. L. (2007). Validity of the World Health Organization Adult ADHD Self-Report Scale (ASRS) Screener in a representative sample of health plan members. International Journal of Methods in Psychiatric Research, 16, 52-65.
- Langberg, J. M., Becker, S. P., & Dvorsky, M. R. (2014). The association between sluggish cognitive tempo and academic functioning in youth with attention-deficit/hyperactivity disorder (ADHD). Journal of Abnormal Child Psychology, 42, 91-103.
- Lappin, J. S., & Eriksen, C. W. (1966). Use of a delayed signal to stop a visual reaction-time response. Journal of Experimental Psychology, 72, 805-811.
- Lichstein, K. L., Riedel, B. W., & Richman, S. L. (2000). The Mackworth Clock Test: A computerized version. The Journal of Psychology, 134, 153-161.
- Logan, G. D. (1994). On the ability to inhibit thought and action: A users' guide to the stop signal paradigm. In D. Dagenbach & T. H. Carr (Eds.), Inhibitory processes in attention, memory, and language (pp. 189-239). San Diego, CA, US: Academic Press.
- Logan, G. D., & Cowan, W. B. (1984). On the ability to inhibit thought and action: A theory of an act of control. Psychological Review, 91, 295-327.
- Mackworth, N. H. (1948). The breakdown of vigilance during prolonged visual search. Quarterly Journal of Experimental Psychology, 1, 6-21.
- Matzke, D., Curley, S., Gong, C. Q., & Heathcote, A. (2019). Inhibiting responses to difficult choices. Journal of Experimental Psychology: General, 148, 124-142.
- Matzke, D., Verbruggen, F., & Logan, G. (2018). The stop-signal paradigm. In E. J. Wagenmakers, & J. T. Wixted (Eds.), (4th ed.). Methodology: Volume 5. John Wiley & Sons, Inc.
- Martella, D., Casagrande, M., & Lupiáñez, J. (2011). Alerting, orienting and executive control: the effects of sleep deprivation on attentional networks. Experimental Brain Research, 210(1), 81-89.
- McBurnett, K., Villodas, M., Burns, G. L., Hinshaw, S. P., Beaulieu, A., & Pfiffner, L. J. (2014). Structure and validity of sluggish cognitive tempo using an expanded item pool in children with attention-deficit/hyperactivity disorder. Journal of Abnormal Child Psychology, 42, 37-48.
- Mueller, S. T., & Piper, B. J. (2014). The Psychology Experiment Building Language (PEBL) and PEBL test battery. Journal of Neuroscience Methods, 222, 250-259.
- Muthén, L. K., & Muthén, B. O. (1998-2019). MPlus user's guide (8th ed.). Los Angeles, CA: Muthén & Muthén.
- Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (2rd ed.). New York, NY: McGraw- Hill.
- Posner, M. I., & Rothbart, M. K. (2007). Research on attention networks as a model for the integration of psychological science. Annual Review of Psychology, 58, 1-23.
- Sáez, B., Servera, M., Burns, G. L., & Becker, S. P. (2019b). Advancing the multi-informant assessment of sluggish cognitive tempo: Child self-report in relation to parent and teacher ratings of SCT and impairment. Journal of Abnormal Child Psychology, 47, 35-46.
- Samejima, F. (2016). Graded response models. In W. J. van der Linden, (2017). Handbook of Item Response Theory, Volume One: Models. (pp. 123-136). Boca Raton: Chapman and Hall/CRC.
- Sass D.A., & Schmitt T.A. (2013) Testing Measurement and Structural Invariance. In: Teo T. (Eds) Handbook of Quantitative Methods for Educational Research. Springer, Rotterdam.
- Sass, D. A., Schmitt, T. A., & Marsh, H. W. (2014). Evaluating model fit with ordered categorical data within a measurement invariance framework: A comparison of estimators. Structural Equation Modeling: A Multidisciplinary Journal, 21, 167-180.
- Smith, Z. R., & Langberg, J. M. (2017). Predicting academic impairment and internalizing psychopathology using a multidimensional framework of sluggish cognitive tempo with parent-and adolescent reports. European Child & Adolescent Psychiatry, 26(9), 1141-1150.
- Smith, J. N., & Suhr, J. A. (2021). Sluggish Cognitive Tempo Factors in Emerging Adults: Symptomatic and Neuropsychological Correlates. Developmental Neuropsychology. https://doi.org/10.1080/87565641.2021.1902528 · DOI
- Virtues-Ortega, J., Segui-Duran, D., Descalzo-Quero, A., Carnerero, J. J., & Martin, N. (2010). Caregivers' agreement and validity of indirect functional analysis: A cross-cultural evaluation across multiple problem behavior topographies. Journal of Autism and Developmental Disorders, 41, 82-91.
Cited by
Sorted by citations
Becker, S. P., Willcutt, E. G., Leopold, D. R., Fredrick, J. W., Smith, Z. R., Jacobson, L. A., Burns, G. L., Mayes, S. D., Waschbusch, D. A., Froehlich, T. E., et al. (2023) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2022.07.821 · Cited by 175 · see citing works
Self-citation
- Authors
- Somma, A., Becker, S. P., Leitner, C., & Fossati, A.
- Affiliations
- Vita-Salute San Raffaele University (IT)
- University of Cincinnati (US)
- Corresponding author
- Fossati, Andrea
- Venue
- Assessment
- Publisher
- SAGE Publications
- Published
- 2021-08-01
- Volume
- 29
- Issue
- 8
- Pages
- 1842-1857
- ISSN
- 1073-1911 (ISSN-L)
- 1552-3489
- OpenAlex
- W3192340748
- Cited by
- 13
- References
- 14
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 1 · 2023: 5 · 2022: 3
- FWCI
- 1.61
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- Assessment (publishedVersion)
- PubMed (publishedVersion)
- Archivio Istituzionale della Ricerca - Università Vita-Salute San Raffaele (submittedVersion, other-oa)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- sluggish cognitive tempo, adolescents, self-report measures, attention deficit hyperactivity disorder, inattention, impulsivity, academic performance, reaction time, Italian translation, psychometric validation, sex invariance
- MeSH terms
- Adolescent, Attention Deficit Disorder with Hyperactivity, Child, Cognition, Female, Humans, Impulsive Behavior, Male, Neuropsychological Tests, Reproducibility of Results
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review