Table 9. Functional studies included in the meta-analysis.
Studies | N(TD) | N(DD) | Age in months | Language | Writing system | Subject type | Tasks | Threshold | |
---|---|---|---|---|---|---|---|---|---|
Voxel-wise | Cluster-wise | ||||||||
Bach et al., 2010 | 18 | 14 | 99.6 | German | Alphabetic | Children | Covert reading task | p < 0.005 | 24 voxels* |
Beneventi et al., 2009 | 13 | 11 | 160.4 | Norwegian | Alphabetic | Children | Sequential verbal working memory task | p < 0.001 | 10 voxels |
Beneventi et al., 2010a; | 13 | 11 | 160.4 | Norwegian | Alphabetic | Children | n-back task (Letter) | FDR p < 0.05 | 5 voxels |
Beneventi et al., 2010b | 14 | 12 | 160.3 | Norwegian | Alphabetic | Children | n-back task (Picture) | FDR p < 0.05 | |
Blau et al., 2009 | 13 | 13 | 301.8 | Dutch | Alphabetic | Adults | Letter–speech-sound integration task | p < 0.001 | 160 mm3* |
Booth et al., 2007a | 13 | 13 | 126.0 | English | Alphabetic | Children | Word judgment task | p < 0.001 | 15 voxels |
Boros et al., 2016 | 17 | 12 | 129.7 | French | Alphabetic | Children | String detection and passive reading task | p < 0.001 | FDR p < 0.05 |
Brambati et al., 2006 | 11 | 13 | 368.5 | Italian | Alphabetic | Adults and adolescents | Word reading and pseudoword reading | p < 0.001 | 20 voxels |
Brunswick et al., 1999 | 6 | 6 | 277.2 | English | Alphabetic | Adults | Explicit reading task | p < 0.001 | |
Brunswick et al., 1999 | 6 | 6 | 294.0 | English | Alphabetic | Adults | Implicit reading task | p < 0.001 | |
Cao et al., 2008 | 12 | 12 | 148.2 | English | Alphabetic | Children | Visual word rhyming task | p < 0.001 | 10 voxels |
Cao et al., 2017 | 13 | 17 | 134.0 | Chinese | Morpho-syllabic | Children | Auditory rhyming task | p < 0.001 | FDR p < 0.05 |
Cao et al., 2018 | 19 | 23 | 132.9 | Chinese | Morpho-syllabic | Children | Visual spelling task | p < 0.001 | FDR p < 0.05 |
Cao et al., 2020 | 17 | 16 | 137.3 | Chinese | Morpho-syllabic | Children | Visual rhyming task | p < 0.001 | FDR p < 0.05 |
Christodoulou et al., 2014 | 12 | 12 | 274.8 | English | Alphabetic | Adults | Sentence reading | p < 0.001 | FDR corrected |
Chyl et al., 2019 | 24 | 24 | 105.4 | Polish | Alphabetic | Children | Visual word reading | p < 0.001 | 50 voxels* |
Conway et al., 2008 | 11 | 11 | 420.0 | English | Alphabetic | Adults | Auditory working memory task | p < 0.005 | 150 mL |
Cutting et al., 2013 | 19 | 20 | 147.02 | English | Alphabetic | Adolescents | Lexical decision task | p < 0.005 | 34 voxels |
Danelli et al., 2017 | 23 | 20 | 250.55 | Italian | Alphabetic | Adults | Pseudoword reading, auditory letter-name rhyming task, visual motion stimulation task and motor sequence learning task | p < 0.001 | FWE p < 0.05 |
Desroches et al., 2010 | 12 | 12 | 137.4 | English | Alphabetic | Children | Auditory rhyming task | p < 0.001 | 15 voxels |
Dufor et al., 2007 | 16 | 14 | 344.6 | French | Alphabetic | Adult | Auditory phoneme categorization task | p < 0.01 | |
Eden et al., 2004 | 19 | 19 | 512.4 | English | Alphabetic | Adults | Word repetition task and initial sound deletion task | p < 0.001 | 80 voxels |
Farris et al., 2016 | 16 | 15 | 112.2 | English | Alphabetic | Children | Object rhyming task | p < 0.001 | 10 voxels** |
Feng et al., 2017 | 20 | 14 | 123.1 | Chinese | Morpho-syllabic | Children | Character spelling task and character rhyming task | p < 0.001 | 12 voxels* |
Francisco et al., 2018 | 20 | 21 | 303.7 | Dutch | Alphabetic | Adults | 1-back task | p < 0.001 | FWE p < 0.05 |
Gaab et al., 2007 | 23 | 22 | 127.8 | English | Alphabetic | Children | Sound discrimination task | p < 0.01 | 20 voxels |
Georgiewa et al., 1999 | 17 | 17 | 168.0 | German | Alphabetic | Children | Letter reading task, nonwords reading task, words reading task and phonological transformation task | p < 0.05 | p < 0.05 |
Grande et al., 2011 | 25 | 20 | 115.1 | German | Alphabetic | Children | Picture naming task and words reading task | p < 0.001 | t10 voxels |
Grunling et al., 2004 | 21 | 17 | 162.8 | German | Alphabetic | Adolescents | Slash patterns matching task, letters matching task, words matching task, pseudoword matching task and pseudoword rhyming task | p < 0.01 | 10 voxels |
Hancock et al., 2016 | 11 | 16 | 125.0 | English | Alphabetic | Children | Word rhyming task | p < 0.01 | 50 voxels |
Heim et al., 2010 | 20 | 16 | 113.9 | German | Alphabetic | Children | First sound detection task, motion detection task, Posner attention task,auditory discrimination task | p < 0.001 | p < 0.05 |
Heim et al., 2013 | 15 | 11 | 435.4 | German | Alphabetic | Adults | Overt word reading | p < 0.05 | |
Heim et al., 2015 | 10 | 33 | 118.9 | German | Alphabetic | Children | Overt word reading | FWE p < 0.05 | 100 voxels |
Hernandez et al., 2013 | 16 | 15 | 252.7 | French | Alphabetic | Adults | Word rhyming task and font matching task | p < 0.001* | |
Higuchi et al., 2020 | 14 | 11 | 172.7 | Japanese | Morpho-syllabic | Adolescents | Character/picture passive viewing task | p < 0.005 | 20 voxels |
Hoeft et al., 2006 | 10 | 10 | 133.9 | English | Alphabetic | Children | Visual word rhyming task | p < 0.001 | 10 voxels |
Hoeft et al., 2007 | 19 | 19 | 172.8 | English | Alphabetic | Adolescents | Visual word rhyming task | p < 0.001 | 10 voxels |
Horowitz-Kraus et al., 2016 | 9 | 10 | 120.5 | English | Alphabetic | Children | Narrative comprehension task | p < 0.001 | FWE corrected |
Hu et al., 2010 | 8 | 8 | 171.6 | Chinese | Morpho-syllabic | Children | Sematic match task, word/ picture naming task | p < 0.001* | |
Hu et al., 2010 | 10 | 11 | 164.5 | English | Alphabetic | Children | Sematic match task, word/ picture naming task | p < 0.001* | |
Ingvar et al., 2002 | 9 | 9 | 287.0 | Swedish | Alphabetic | Adults | Word reading task and nonword reading task | p < 0.001 | |
Jaffe-Dax et al., 2018 | 19 | 20 | 302.2 | Hebrew | Alphabetic | Adults | Tone frequency discrimination task | p < 0.05 corrected | |
Kast et al., 2011 | 13 | 12 | 314.5 | German | Alphabetic | Adults | Lexical decision task | p < 0.001 | 30 voxels |
Kovelman et al., 2012 | 12 | 12 | 108.4 | English | Alphabetic | Children | Auditory words rhyming task and auditory words matching task | p < 0.001 | 25 voxels* |
Kronbichler et al., 2006 | 15 | 13 | 187.9 | German | Alphabetic | Adolescents | Sentence verification task | FDR p < 0.05 | 4 voxels |
Kronschnabel et al., 2013 | 22 | 13 | 191.7 | German | Alphabetic | Adolescents | Rapid serial visual stimulation detect task | p < 0.005 | 160 voxels* |
Kronschnabel et al., 2014 | 22 | 13 | 190.9 | German | Alphabetic | Adolescents | Target detection task | p < 0.005 | 160 voxels* |
Landi et al., 2010 | 13 | 13 | 157.8 | English | Alphabetic | Adolescents | Rhyming task and semantic categorization task | FDR p < 0.01 | 20 voxels |
Langer et al., 2015 | 15 | 15 | 119.4 | English | Alphabetic | Children | Sentence reading task | p < 0.005 | 50 voxels |
Liu et al., 2012 | 11 | 11 | 142.8 | Chinese | Morpho-syllabic | Children | Word rhyming task and semantic judgment task | p < 0.0002 | 18 voxels* |
Liu et al., 2013a | 14 | 14 | 141.8 | Chinese | Morpho-syllabic | Children | Lexical match task and character rhyming task | p < 0.001 | 10 voxels |
Lobier et al., 2014 | 12 | 12 | 129.6 | French | Alphabetic | Adults | visual categorization of character task | p < 0.001 | 20 voxels |
MacSweeney et al., 2009 | 7 | 7 | 343.5 | English | Alphabetic | Adults | Picture rhyming task | p < 0.01 | 20 voxels |
Maurer et al., 2011 | 16 | 11 | 136.6 | German | Alphabetic | Children | Word matching task, pseudoword matching task, picture matching task | p < 0.01 | 30 voxels* |
McCrory et al., 2000 | 6 | 8 | 275.0 | English | Alphabetic | Adults | Words and pseudowords production | p < 0.001, | |
McCrory et al., 2005 | 10 | 8 | 242.0 | English | Alphabetic | Adults | Words reading and pictures naming | p < 0.05 corrected | |
Meyler et al., 2008 | 12 | 23 | 129.6 | English | Alphabetic | Children | Sentence comprehension | p < 0.002 | 10 voxels |
Monzalvo et al., 2012 | 23 | 23 | 130.0 | French | Alphabetic | Children | Passive picture/word viewing task and passive sentence listening task | p < 0.001 | p < 0.05 corrected |
Olulade et al., 2012 | 9 | 6 | 247.7 | English | Alphabetic | Adults | Word rhyme task3-D spatial rotations | p < 0.005 | 10 voxels |
Olulade et al., 2015 | 12 | 16 | 120.5 | English | Alphabetic | Children | Implicit word reading | p < 0.001 | 20 voxels |
Paulesu et al., 2001 | 36 | 36 | 286.4 | English, French, Italian | Alphabetic | Adults | Word and non-word reading task | p< 0.001 | corrected |
Paulesu et al., 1996 | 5 | 5 | 314.5 | English | Alphabetic | Adults | Letter rhyming and letter memory | p < 0.001 | |
Pecini et al., 2011 | 13 | 13 | 276.0 | Italian | Alphabetic | Adults and adolescents | Rhyme-generation task | p < 0.05 corrected | 100 mm3 |
Pekkola et al., 2006 | 10 | 10 | 330.6 | Finnish | Alphabetic | Adults | Audio-visual speech perception | z > 1.8 | p < 0.05 corrected |
Perrachione et al., 2016 | 19 | 19 | 279.6 | English | Alphabetic | Adults | Speech perception | p < 0.001 | p < 0.001 FDR |
Perrachione et al., 2016 | 24 | 23 | 267.0 | English | Alphabetic | Adults | Spoken words listening, Written words, objects, and faces viewing | p < 0.001 | p < 0.001 FDR |
Perrachione et al., 2016 | 25 | 26 | 95.4 | English | Alphabetic | Children | Spoken words listening, Written words, objects, and faces viewing | p < 0.001 | p < 0.05 FDR |
Peyrin et al., 2011 | 12 | 12 | 120.0 | French | Alphabetic | Children | Categorical matching task | p < 0.001 | 15 voxels |
Prasad et al., 2020 | 15 | 16 | 144.0 | Hindi | Syllabic | Children and adolescents | Auditory rhyming task, picture-naming task and semantic tasks | p < 0.001 | |
Reilhac et al., 2013 | 12 | 12 | 306.6 | French | Alphabetic | Adults | Perceptual matching task | p < 0.001 | 15 voxels |
Richlan et al., 2010 | 18 | 15 | 215.8 | German | Alphabetic | Adults and adolescents | phonological decision task | p < 0.005 | 20 voxels |
Rimrodt et al., 2009 | 15 | 14 | 141.0 | English | Alphabetic | Children | Sentence comprehension task | p < 0.001 | 78 voxels* |
Ruff et al., 2002 | 11 | 6 | 348.7 | French | Alphabetic | Aadults | Passive listening task | p < 0.01 | 38 voxels |
Rumsey et al., 1997 | 14 | 17 | 313.2 | English | Alphabetic | Adults | Pronunciation task and lexical decision task | p < 0.01 | |
Schulz et al., 2008 | 21 | 12 | 137.7 | German | Alphabetic | Children | Sentence reading task | p < 0.001 | |
Schulz et al., 2009 | 15 | 15 | 138.0 | German | Alphabetic | Children | Sentence reading task | p < 0.001 | |
Siok et al., 2004 | 8 | 8 | 132.0 | Chinese | Morpho-syllabic | Children | Homophone judgement task and lexical decision task | p < 0.001 | 20 voxels |
Siok et al., 2008 | 12 | 12 | 131.5 | Chinese | Morpho-syllabic | Children | Character rhyming task | p < 0.005 | 10 voxels |
Siok et al., 2009 | 12 | 12 | 131.5 | Chinese | Morpho-syllabic | Children | Font size judgment task | p < 0.05 FDR corrected | 10 voxels |
Steinbrink et al., 2012 | 12 | 14 | 223.7 | German | Alphabetic | Adults and adolescents | Syllable discrimination | p < 0.05 FWE corrected | |
Temple et al., 2000 | 10 | 8 | 362.7 | English | Alphabetic | Adults | Pitch discrimination task | p < 0.001 | |
Temple et al., 2001 | 15 | 24 | 127.5 | English | Alphabetic | Children | Letter rhyming task, letter matching task | p < 0.001 | 20 voxels |
van der Mark et al., 2009 | 24 | 18 | 136.1 | German | Alphabetic | Children | Phonological lexical decision task | p < 0.001 | 10 voxels |
van Ermingen-Marbach et al., 2013a | 13 | 17 | 117.2 | German | Alphabetic | Children | Phoneme detection task | p < 0.001 | 10 voxels |
van Ermingen-Marbach et al., 2013a | 13 | 14 | 116.4 | German | Alphabetic | Children | Phoneme detection task | p < 0.001 | 10 voxels |
van Ermingen-Marbach et al., 2013b | 10 | 32 | 117.0 | German | Alphabetic | Children | Initial phoneme deletion task | p < 0.01 | 30 voxels |
Vasic et al., 2008 | 13 | 12 | 219.6 | German | Alphabetic | Adults | Verbal working memory task | p < 0.005 | p < 0.05 |
Waldie et al., 2013 | 16 | 12 | 365.1 | English | Alphabetic | Adults | Go/no-go lexical decision task | p < 0.001 | |
Weiss et al., 2016 | 22 | 21 | 325.1 | Hebrew | Alphabetic | Adults | Word reading task | p < 0.001 | 50 voxels |
Wimmer et al., 2010 | 19 | 20 | 247.6 | German | Alphabetic | Adults and adolescents | Phonological lexical decision task | p < 0.005 | 10 voxels |
Yang and Tan, 2020 | 16 | 16 | 123.5 | Chinese | Morpho-syllabic | Children | Homophone judgments task and component judgments task | p < 0.005 | 25 voxels* |
Zuk et al., 2018 | 13 | 11 | 114.0 | English | Alphabetic | Children | First sound matching task | p < 0.005 | 50 voxels |
equivalent to p < 0.05 corrected; ** equivalent to p < 0.01 corrected.