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1.
Child Psychiatry Hum Dev ; 53(1): 89-108, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-33398688

RESUMO

Attention biases (AB) are a core component of cognitive models of depression yet it is unclear what role they play in the transgenerational transmission of depression. 44 children (9-14 years) with a high familial risk of depression (HR) were compared on multiple measures of AB with 36 children with a low familial risk of depression (LR). Their parents: 44 adults with a history of depression (HD) and 36 adults with no history of psychiatric disorder (ND) were also compared. There was no evidence of group differences in AB; neither between the HR and LR children, nor between HD and ND parents. There was no evidence of a correlation between parent and child AB. The internal consistency of the tasks varied greatly. The Dot-Probe Task showed unacceptable reliability whereas the behavioral index of the Visual-Search Task and an eye-tracking index of the Passive-Viewing Task showed better reliability. There was little correlation between the AB tasks and the tasks showed minimal convergence with symptoms of depression or anxiety. The null-findings of the current study contradict our expectations and much of the previous literature. They may be due to the poor psychometric properties associated with some of the AB indices, the unreliability of AB in general, or the relatively modest sample size. The poor reliability of the tasks in our sample suggest caution should be taken when interpreting the positive findings of previous studies which have used similar methods and populations.


Assuntos
Viés de Atenção , Depressão , Adulto , Viés , Criança , Depressão/psicologia , Tecnologia de Rastreamento Ocular , Predisposição Genética para Doença , Humanos , Pais , Reprodutibilidade dos Testes
2.
BMC Psychiatry ; 20(1): 458, 2020 09 22.
Artigo em Inglês | MEDLINE | ID: mdl-32962684

RESUMO

BACKGROUND: Promoting well-being and preventing poor mental health in young people is a major global priority. Building emotional competence (EC) skills via a mobile app may be an effective, scalable and acceptable way to do this. However, few large-scale controlled trials have examined the efficacy of mobile apps in promoting mental health in young people; none have tailored the app to individual profiles. METHOD/DESIGN: The Emotional Competence for Well-Being in Young Adults cohort multiple randomised controlled trial (cmRCT) involves a longitudinal prospective cohort to examine well-being, mental health and EC in 16-22 year olds across 12 months. Within the cohort, eligible participants are entered to either the PREVENT trial (if selected EC scores at baseline within worst-performing quartile) or to the PROMOTE trial (if selected EC scores not within worst-performing quartile). In both trials, participants are randomised (i) to continue with usual practice, repeated assessments and a self-monitoring app; (ii) to additionally receive generic cognitive-behavioural therapy self-help in app; (iii) to additionally receive personalised EC self-help in app. In total, 2142 participants aged 16 to 22 years, with no current or past history of major depression, bipolar disorder or psychosis will be recruited across UK, Germany, Spain, and Belgium. Assessments take place at baseline (pre-randomisation), 1, 3 and 12 months post-randomisation. Primary endpoint and outcome for PREVENT is level of depression symptoms on the Patient Health Questionnaire-9 at 3 months; primary endpoint and outcome for PROMOTE is emotional well-being assessed on the Warwick-Edinburgh Mental Wellbeing Scale at 3 months. Depressive symptoms, anxiety, well-being, health-related quality of life, functioning and cost-effectiveness are secondary outcomes. Compliance, adverse events and potentially mediating variables will be carefully monitored. CONCLUSIONS: The trial aims to provide a better understanding of the causal role of learning EC skills using interventions delivered via mobile phone apps with respect to promoting well-being and preventing poor mental health in young people. This knowledge will be used to develop and disseminate innovative evidence-based, feasible, and effective Mobile-health public health strategies for preventing poor mental health and promoting well-being. TRIAL REGISTRATION: ClinicalTrials.gov ( www.clinicaltrials.org ). Number of identification: NCT04148508 November 2019.


Assuntos
Telefone Celular , Aplicativos Móveis , Adolescente , Adulto , Bélgica , Alemanha , Humanos , Saúde Mental , Estudos Prospectivos , Qualidade de Vida , Espanha , Adulto Jovem
4.
Mol Psychiatry ; 16(1): 97-107, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19786962

RESUMO

Dyslexia is one of the most common learning disorders affecting about 5% of all school-aged children. It has been shown that event-related potential measurements reveal differences between dyslexic children and age-matched controls. This holds particularly true for mismatch negativity (MMN), which reflects automatic speech deviance processing and is altered in dyslexic children. We performed a whole-genome association analysis in 200 dyslexic children, focusing on MMN measurements. We identified rs4234898, a marker located on chromosome 4q32.1, to be significantly associated with the late MMN component. This association could be replicated in an independent second sample of 186 dyslexic children, reaching genome-wide significance in the combined sample (P = 5.14e-08). We also found an association between the late MMN component and a two-marker haplotype of rs4234898 and rs11100040, one of its neighboring single nucleotide polymorphisms (SNPs). In the combined sample, this marker combination withstands correction for multiple testing (P = 6.71e-08). Both SNPs lie in a region devoid of any protein-coding genes; however, they both show significant association with mRNA-expression levels of SLC2A3 on chromosome 12, the predominant facilitative glucose transporter in neurons. Our results suggest a possible trans-regulation effect on SLC2A3, which might lead to glucose deficits in dyslexic children and could explain their attenuated MMN in passive listening tasks.


Assuntos
Cromossomos Humanos Par 4 , Dislexia/genética , Potenciais Evocados Auditivos/genética , Transportador de Glucose Tipo 3/genética , Percepção da Fala/genética , Adolescente , Estudos de Casos e Controles , Criança , Variação Contingente Negativa/genética , Discriminação Psicológica/fisiologia , Feminino , Estudo de Associação Genômica Ampla , Humanos , Masculino , Valores de Referência , Adulto Jovem
5.
J Autism Dev Disord ; 52(8): 3668-3675, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34453226

RESUMO

The processing speed index (PSI) of the Wechsler intelligence scale for children (WISC-IV) has been found to predict a child's level of academic functioning. The consistently reported PSI weakness in children with autism spectrum disorder (ASD) therefore warrants special assistance and attempts at compensation for the disadvantages associated with these children's low PSI. We investigated the association of PSI scores with age, general cognitive ability [as measured by full-scale IQ (FSIQ)], symptom severity and discrepancy between the WISC-IV indices verbal comprehension (VCI) and perceptual reasoning (PRI) in 101 school children with ASD. The PSI weakness in children with ASD was not related to age, FSIQ, VCI-PRI discrepancy or any of the symptom measures. These findings suggest that school children with ASD independent of their age, level of cognitive ability, VCI-PRI profile and most notably independent of their symptom severity should be entitled to special assistance and compensation in educational settings.


Assuntos
Transtorno do Espectro Autista , Transtornos Cognitivos , Transtorno do Espectro Autista/diagnóstico , Transtorno do Espectro Autista/psicologia , Criança , Cognição , Humanos , Escalas de Wechsler
6.
Res Child Adolesc Psychopathol ; 49(10): 1345-1358, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33864181

RESUMO

Contemporary cognitive models of depression propose that cognitive biases for negative information at the level of attention (attention biases; AB) and interpretation (interpretation biases; IB) increase depression risk by promoting maladaptive emotion regulation (ER). So far, empirical support testing interactions between these variables is restricted to non-clinical and clinical adult samples. The aim of the current study was to extend these findings to a sample of children and adolescents. This cross-sectional study included 109 children aged 9-14 years who completed behavioural measures of AB (passive-viewing task) and IB (scrambled sentences task) as well as self-report measures of ER and depressive symptoms. In order to maximize the variance in these outcomes we included participants with a clinical diagnosis of depression as well as non-depressed youth with an elevated familial risk of depression and non-depressed youth with a low familial risk of depression. Path model analysis indicated that all variables (AB, IB, adaptive and maladaptive ER) had a direct effect on depressive symptoms. IB and AB also had significant indirect effects on depressive symptoms via maladaptive and adaptive ER. These findings provide initial support for the role of ER as a mediator between cognitive biases and depressive symptoms and provide the foundations for future experimental and longitudinal studies. In contrast to studies in adult samples, both adaptive as well as maladaptive ER mediated the effect of cognitive biases on depressive symptoms. This suggests potentially developmental differences in the role of ER across the lifespan.


Assuntos
Depressão , Regulação Emocional , Adolescente , Adulto , Viés , Criança , Cognição , Estudos Transversais , Humanos
7.
Behav Res Ther ; 126: 103554, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32036305

RESUMO

Individuals with major depression (MD) show deficits in cognitive reappraisal. It is yet unexplored how the act of directing visual attention away from/towards emotional aspects impacts on cognitive reappraisal in MD. Thus, we examined the role of attentional deployment during cognitive reappraisal (specifially during distancing) in adolescent MD. 36 MD adolescents and 37 healthy controls (12-18 years) performed a cognitive reappraisal task during which they a) down-regulated self-reported negative affective responses to negative pictures via distancing, or b) simply attended to the pictures. During the task, attentional focus was systematically varied by directing participants' gaze to emotional vs. non-emotional picture aspects. The validity of this experimental manipulation was checked by continuous eye-tracking during the task. Across groups and gaze focus conditions, distancing diminished negative affective responses to the pictures. Regulation success significantly differed between groups dependent on gaze focus: MD adolescents showed relatively less regulation success than controls in the emotional gaze focus condition, while the reverse was true for the non-emotional gaze focus condition. The results suggest that in MD adolescents, an emotional context might interfere with emotion regulatory aims. The findings can provide an important starting point for the development of innovative training regimes that target deficient reappraisal processes in adolescents suffering from MD.


Assuntos
Afeto/fisiologia , Atenção/fisiologia , Transtorno Depressivo Maior/psicologia , Regulação Emocional/fisiologia , Adolescente , Criança , Cognição/fisiologia , Emoções , Feminino , Fixação Ocular/fisiologia , Humanos , Masculino , Estimulação Luminosa
8.
Sci Rep ; 10(1): 18728, 2020 10 30.
Artigo em Inglês | MEDLINE | ID: mdl-33127943

RESUMO

The visual word form area (VWFA) in the left ventral occipito-temporal (vOT) cortex is key to fluent reading in children and adults. Diminished VWFA activation during print processing tasks is a common finding in subjects with severe reading problems. Here, we report fMRI data from a multicentre study with 140 children in primary school (7.9-12.2 years; 55 children with dyslexia, 73 typical readers, 12 intermediate readers). All performed a semantic task on visually presented words and a matched control task on symbol strings. With this large group of children, including the entire spectrum from severely impaired to highly fluent readers, we aimed to clarify the association of reading fluency and left vOT activation during visual word processing. The results of this study confirm reduced word-sensitive activation within the left vOT in children with dyslexia. Interestingly, the association of reading skills and left vOT activation was especially strong and spatially extended in children with dyslexia. Thus, deficits in basic visual word form processing increase with the severity of reading disability but seem only weakly associated with fluency within the typical reading range suggesting a linear dependence of reading scores with VFWA activation only in the poorest readers.


Assuntos
Dislexia/diagnóstico por imagem , Dislexia/fisiopatologia , Processamento de Texto , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Mapeamento Encefálico , Criança , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Reconhecimento Visual de Modelos/fisiologia , Percepção Visual
9.
J Affect Disord ; 232: 23-33, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29475180

RESUMO

BACKGROUND: Altered reward and punishment function has been suggested as an important vulnerability factor for the development of Major Depressive Disorder (MDD). Prior ERP studies found evidence for neurophysiological dysfunctions in reinforcement processes in adults with MDD. To date, only few ERP studies have examined the neural underpinnings of reinforcement processing in adolescents diagnosed with MDD. The present event-related potential (ERP) study aimed to investigate neurophysiological mechanisms of anticipation and consumption of reward and punishment in adolescents with MDD in one comprehensive paradigm. METHOD: During ERP recording, 25 adolescents with MDD and 29 healthy controls (12-17 years) completed a Monetary Incentive Delay Task comprising both a monetary reward and a monetary punishment condition. During anticipation, the cue-P3 signaling attentional allocation was recorded. During consumption, the feedback-P3 and Reward Positivity (RewP) were recorded to capture attentional allocation and outcome evaluation, respectively. RESULTS: Compared to controls, adolescents with MDD showed prolonged cue-P3 latencies to reward cues. Furthermore, unlike controls, adolescents with MDD displayed shorter feedback-P3 latencies in the reward versus punishment condition. RewPs did not differ between groups. LIMITATIONS: It remains unanswered whether the observed alterations in adolescent MDD represent a state or trait. CONCLUSIONS: Delayed neural processing of reward cues corresponds to the clinical presentation of adolescent MDD with reduced motivational tendencies to obtain rewards. Relatively shorter feedback-P3 latencies in the reward versus punishment condition could indicate a high salience of performance-contingent reward. Frequent exposure of negatively biased adolescents with MDD to performance-contingent rewards might constitute a promising intervention approach.


Assuntos
Transtorno Depressivo Maior/psicologia , Punição , Recompensa , Adolescente , Atenção , Criança , Sinais (Psicologia) , Desvalorização pelo Atraso , Eletroencefalografia , Potenciais Evocados , Feminino , Humanos , Masculino , Escalas de Graduação Psiquiátrica , Tempo de Reação
11.
J Affect Disord ; 172: 445-52, 2015 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-25451449

RESUMO

BACKGROUND: Major depression (MD) is associated with deficits in selective attention. Previous studies in adults with MD using event-related potentials (ERPs) reported abnormalities in the neurophysiological correlates of auditory selective attention. However, it is yet unclear whether these findings can be generalized to MD in adolescence. Thus, the aim of the present ERP study was to explore the neural mechanisms of auditory selective attention in adolescents with MD. METHODS: 24 male and female unmedicated adolescents with MD and 21 control subjects were included in the study. ERPs were collected during an auditory oddball paradigm. RESULTS: Depressive adolescents tended to show a longer N100 latency to target and non-target tones. Moreover, MD subjects showed a prolonged latency of the P200 component to targets. Across groups, longer P200 latency was associated with a decreased tendency of disinhibited behavior as assessed by a behavioral questionnaire. LIMITATIONS: To be able to draw more precise conclusions about differences between the neural bases of selective attention in adolescents vs. adults with MD, future studies should include both age groups and apply the same experimental setting across all subjects. CONCLUSIONS: The study provides strong support for abnormalities in the neurophysiolgical bases of selective attention in adolecents with MD at early stages of auditory information processing. Absent group differences in later ERP components reflecting voluntary attentional processes stand in contrast to results reported in adults with MD and may suggest that adolescents with MD possess mechanisms to compensate for abnormalities in the early stages of selective attention.


Assuntos
Atenção , Transtorno Depressivo Maior/fisiopatologia , Transtorno Depressivo Maior/psicologia , Potenciais Evocados Auditivos , Adolescente , Atenção/fisiologia , Feminino , Humanos , Masculino
12.
Neuroreport ; 9(2): 337-40, 1998 Jan 26.
Artigo em Inglês | MEDLINE | ID: mdl-9507979

RESUMO

In order to investigate the relationship between dyslexia and central auditory processing, 19 children with spelling disability and 15 controls at grades 5 and 6 were examined using a passive oddball paradigm. Mismatch negativity (MMN) was determined for tone and speech stimuli. While there were no group differences for the tone stimuli, we found a significantly attenuated MMN in the dyslexic group for the speech stimuli. This finding leads to the conclusion that dyslexics have a specific speech processing deficit at the sensory level which could be used to identify children at risk at an early age.


Assuntos
Dislexia/fisiopatologia , Percepção da Fala/fisiologia , Estimulação Acústica , Mapeamento Encefálico , Criança , Dislexia/psicologia , Eletroencefalografia , Humanos , Leitura
13.
Neuroreport ; 10(17): 3697-701, 1999 Nov 26.
Artigo em Inglês | MEDLINE | ID: mdl-10619669

RESUMO

There is controversial evidence that deficits in the processing of low contrast and low spatial frequency stimuli are of importance in the pathogenesis of dyslexia. Fifteen adult dyslexics and 19 controls were examined using visual evoked potentials (VEP) at varying spatial frequencies (2 and 11.33 cpd) and contrasts (0.2, 0.4, 0.6, 0.8). Our results show that the amplitude of VEPs following different spatial frequencies and contrasts did not differentiate between dyslexics and controls. Further, we found significantly higher amplitudes of the P1 and P2 over the right occipital cortex. For the P2, this hemispheric asymmetry was not found in the dyslexic group suggesting a specific low level visual processing deficit in the right occipital region in dyslexia.


Assuntos
Mapeamento Encefálico , Dislexia/fisiopatologia , Potenciais Evocados Visuais/fisiologia , Lateralidade Funcional/fisiologia , Lobo Occipital/fisiopatologia , Percepção Visual/fisiologia , Adulto , Análise de Variância , Sensibilidades de Contraste/fisiologia , Eletrodos , Feminino , Humanos , Masculino
14.
Neurosci Lett ; 276(1): 41-4, 1999 Nov 26.
Artigo em Inglês | MEDLINE | ID: mdl-10586970

RESUMO

It has been hypothesized that auditory temporal processing plays a major role in the aetiology of dyslexia. Event-related brain potentials (mismatch negativity, MMN) of auditory temporal processing were assessed in 15 dyslectic adults and 20 controls. A complex tonal pattern was used where the difference between standard and deviant stimuli was the temporal, not the frequency structure. Dyslexics had a significantly smaller MMN in the time window of 225-600 ms. This result shows that dyslexics have a significant pre-attentive deficit in processing of rapid temporal patterns suggesting that it may be the temporal information embedded in speech sounds, rather than phonetic information per se, that resulted in the attenuated MMN found in dyslexics in previous studies. MMN scalp topographies were similar for both groups, showing a maximum over fronto-central leads.


Assuntos
Percepção Auditiva , Dislexia/psicologia , Processos Mentais , Percepção do Tempo , Estimulação Acústica/métodos , Adulto , Feminino , Humanos , Masculino , Valores de Referência
15.
Int J Psychophysiol ; 40(1): 77-87, 2001 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-11166109

RESUMO

Deficits in phonological processing are known to play a major role in the aetiology of dyslexia, and speech perception is a prerequisite condition for phonological processing. Significant group differences between dyslexics and controls have been found in the categorical perception of synthetic speech stimuli. In a previous work, we have demonstrated that these group differences are already present at an early pre-attentive stage of signal processing in dyslexic children: the late component of the MMN elicited by passive speech perception was attenuated in comparison to a control group. In this study, 12 dyslexic adults and 13 controls were assessed using a passive oddball paradigm. Mismatch negativity (MMN) was determined for both tone and speech stimuli. The tone stimuli yielded two MMN components, but no group differences. Three components were found for the speech stimuli. Multivariate testing for group differences yielded a significant result, and univariate P values revealed significant differences between dyslexics and controls in two of the three time windows. This suggests that speech perception as measured on an early, pre-attentive level plays a major role in dyslexia not only in children (as shown in our previous study) but also in adults.


Assuntos
Transtornos da Percepção Auditiva/fisiopatologia , Transtornos da Percepção Auditiva/psicologia , Dislexia/fisiopatologia , Dislexia/psicologia , Percepção da Fala/fisiologia , Estimulação Acústica , Adulto , Eletroencefalografia , Eletroculografia , Feminino , Humanos , Masculino
16.
Percept Mot Skills ; 86(3 Pt 1): 1043-7, 1998 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-9656305

RESUMO

The role of auditory temporal processing in reading and spelling was investigated in a sample of 30 children and one of 31 adults, using a gap-detection task with nonspeech stimuli. There was no evidence for a relationship between reading and spelling disability (dyslexia) and the gap-detection threshold. The results were discussed regarding the relevance for the popular hypothesis of an auditory temporal processing deficit underlying dyslexia.


Assuntos
Percepção Auditiva , Discriminação Psicológica , Dislexia/diagnóstico , Desempenho Psicomotor , Estimulação Acústica , Adulto , Criança , Dislexia/psicologia , Feminino , Humanos , Testes de Inteligência , Transtornos da Linguagem/diagnóstico , Transtornos da Linguagem/psicologia , Linguística , Masculino , Leitura
17.
Z Kinder Jugendpsychiatr Psychother ; 26(3): 167-73, 1998 Aug.
Artigo em Alemão | MEDLINE | ID: mdl-9757528

RESUMO

The results of a two-year parent-child training program are reported. After one year of supervised tutoring by one of their parents, the children had only improved in those spelling areas that had been worked on in the program, otherwise there was no general improvement in their spelling ability. After the second year, not only their spelling ability in the specific areas had continued to increase, but their general spelling ability (spelling test percentile rank) had also improved. Their self-confidence had increased markedly as well. Significant predictors of the specific spelling improvement were the specific spelling ability at the initial measurement and whether or not the mother was working; significant predictors for the general improvement could not be found. Supervised tutoring by the parents was shown to be effective for improving childrens' spelling ability.


Assuntos
Deficiências da Aprendizagem/terapia , Ensino de Recuperação , Aprendizagem Verbal , Logro , Criança , Seguimentos , Alemanha , Humanos , Pais/educação
18.
Z Kinder Jugendpsychiatr Psychother ; 28(3): 202-4, 2000 Aug.
Artigo em Alemão | MEDLINE | ID: mdl-11008345

RESUMO

The Göttingen Form Reproduction Test (GFT) is a relatively old method of assessing visuo-motor coordination that is still often performed in clinical practice. Based on a sample of 72 unselected second-graders, it was shown that the mean percent ranks are too high. GFT percent ranks then should be interpreted with extreme caution in the course of clinical diagnosis.


Assuntos
Percepção de Forma , Testes Neuropsicológicos/normas , Desempenho Psicomotor , Lesões Encefálicas/diagnóstico , Criança , Feminino , Alemanha , Humanos , Masculino , Distribuição Normal , Psicometria , Valores de Referência , Estudos de Amostragem
19.
Z Kinder Jugendpsychiatr Psychother ; 31(2): 85-98, 2003 May.
Artigo em Alemão | MEDLINE | ID: mdl-12784519

RESUMO

OBJECTIVE: This study aims to evaluate in a school-based tutoring setting a training program for spelling (Marburger Rechtschreibtraining) that has proven effective in non-school settings. A spelling training program already in use at the school serves as the control condition. METHODS: A total of 37 second- and third-graders rated by their teachers as spelling disabled participated in the study. In addition to their regular lessons, the children received two added lessons in small tutoring groups each week. RESULTS: The skills of the children in the tutoring program had increased significantly two years later regardless of the method used. This effect was confirmed both by tests as well as by teachers' and parental reports. However, the children's emotional attitudes towards school failed to change significantly. The control group that had received no tutoring improved as well. CONCLUSIONS: Tutoring spelling disabled children in small groups is an effective method for improving their reading and spelling abilities. Nevertheless, the fact that the skills of children in the control group without any tutoring also improved raises a number of questions. The choice of method in our study had no effect on the outcome. Our study was unable to systematically evaluate a number of potential influences (such as sample selection); these should be investigated further.


Assuntos
Deficiências da Aprendizagem/terapia , Ensino de Recuperação , Aprendizagem Verbal , Redação , Criança , Escolaridade , Feminino , Seguimentos , Humanos , Inteligência , Masculino , Avaliação de Resultados em Cuidados de Saúde , Leitura
20.
Z Kinder Jugendpsychiatr Psychother ; 29(2): 113-6, 2001 May.
Artigo em Alemão | MEDLINE | ID: mdl-11393049

RESUMO

The ICD-10 calls for the use of tables that account for the correlation between intelligence and spelling or reading, respectively (regression model) in the diagnosis of dyslexia. In this paper we discuss the consequences that arise from this recommendation with respect to the interpretation of psychometric tests. In addition, a table is presented that contains the data required to make diagnostic decisions based on the regression model. Furthermore, an expected prevalence rate was calculated using randomized computer data.


Assuntos
Dislexia/diagnóstico , Deficiências da Aprendizagem/diagnóstico , Aprendizagem Verbal , Redação , Adolescente , Criança , Estudos Transversais , Dislexia/epidemiologia , Feminino , Alemanha/epidemiologia , Humanos , Inteligência , Deficiências da Aprendizagem/epidemiologia , Masculino , Escalas de Graduação Psiquiátrica , Testes Psicológicos/estatística & dados numéricos , Psicometria
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