| Lexicon and semantics | | | |
| Hobson and Lee (1989) | 21 LFA (Rutter 1974):Age: 18;09 (3.75)VIQ: 65.5 (16.6)21 controlsAge: 18;05 (3.9)VIQ: 66.5 (17.4) | Implicit: Matching words to pictures using Peabody Picture Vocabulary test | Implicit: +Subjects with ASD performed the test at the same level as the controls for abstract items and items with social content, but control subjects were significantly better on emotional items (between-group t-test: t = 2.79, p < 0.01, d = 0.44; group by type of item interaction: F(1,20) = 5.89, p < 0.05). |
| Beversdorf et al. (1998) | 10 ASD (ADI-R):Age: 30.8 (9.3)IQ: 109.7 (16.2)13 controlsAge: 30.6 (12.8)IQ: 117.3 (11.2) | Implicit: Listening to word lists, sentences and stories and subsequently recalling them. | Implicit: +Control subjects but not ASD recalled emotional sentences better than non-emotional sentences (significant group by emotion interaction: F(1,21) = 7.394, p = 0.013, d = 0.47); no between-group differences in recall of word lists, sentences, coherent stories or sentences with theory of mind content. |
| Hillier and Allinson (2002) | 10 LFA:Age: 12VMA: 9.7, NVMA: 1010 learning disability10 TD controls (matched on MA)10 TD controls (matched on CA) | Explicit: rate the level of embarrassment of a protagonist of a scenario. | Explicit: +/−Children with autism have difficulty with such concepts as empathic embarrassment (autism < MA-matched controls: p < 0.05; autism < CA-matched controls, p < 0.001) but showed a good understanding of other variables manipulated such as the presence of an audience. |
| Bauminger (2004) | 16 autism (DSM-IV, ADI-R):Age: 11.14 (3)IQ: 92.81 (14.15)17 controlsAge: 11.5 (2.6)IQ: 98.35 (7.2) | Explicit: expression and understanding of jealousy | Explicit: +/−children with autism expressed jealousy in situations similar to their typical age mates but manifested it in different behaviors. Compared to TD children, children with autism were significantly less likely to look at the parent and/or the rival child (F(1,29) = 4.10, p < 0.05, d = 0.75) but were significantly more likely to act toward them (F(1,29) = 14.87, p < 0.001, d = 1.43). Moreover, children with autism revealed a less coherent understanding of the feeling. |
| Kennedy et al. (2006) | 15 ASD (10 HFA, 3 AS, 2 PDDNOS; ADI, ADOS)Age: 25.49 ± 9.61IQ: 96.1 (16.5)14 TD controlsAge: 26.07 ± 7.95IQ: n/a | Implicit: counting Stroop task (count the number of words on the screen); surprise recognition testStimuli: emotional (negative), neutral, and number words | Implicit; +/−Reaction time and accuracy: no effect of emotion, no emotion by group interaction Memory: effect of emotion in controls (t(1, 8) = −4.02; P = 0.004), no effect of emotion in ASD group (t(1, 11) = −1.15; P = 0.274), group by emotion interaction at trend (F(1, 19) = 4.24, P = 0.062)fMRI: between-group difference in brain activity in PCC and PrC dorsal MPFC for (emotion vs. rest) contrast, in ventral MPFC / rACC for (emotion vs. neutral) contrast. |
| Rieffe et al. (2007) | 22 ASD (DSM-IV):Age: 10.2IQ: normal range22 controlsIQ: n/a | Explicit: Provide explanations about situations involving single and multiple emotions | Explicit: +children with autism have difficulties identifying their own emotions and less developed emotion concepts; they are more biased towards a single emotion perspective, especially within negative domain. |
| Corden et al. (2008) | 17 AS (ADOS):Age: 34.2IQ:112.917 controlsAge: 32.3IQ:109.9 | Implicit: Attentional blink paradigm using emotional/neutral words (experiment 1) and neutral words of varying brightness (exp. 2); SCR response to emotion words.Explicit: subjective rating of arousal | Implicit: +/−, Explicit: −No differences in subjective ratings of arousal; no group * word type interaction in SCR measurement. In exp. 1, significant word type * time lag * group interaction (F(3,96) = 5.2, p = 0.002). At shorter time lags, control subjects detected emotional words more successfully than AS group. In exp. 2, visual salience had the same effect on both groups (the main effect of group and all interactions involving group are nonsignificant) |
| Gaigg and Bowler (2008) | 18 ASD (ADOS):Age: 32.8IQ: 106.318 controlsAge: 33.2IQ:105.1 | Implicit: Reading a list words containing unrelated neutral, semantically related neutral and emotional words, and recalling them at different time intervals. | Implicit: +ASD patients showed less correlation between SCR and subjective valence ratings (difference between groups: t = 2.62, d.f. = 34, p < 0.05) and higher forgetting rates for emotional words. In the typical group recall rates significantly decreased for unrelated neutral (t = 2.46, d.f. = 17, p < 0.05) and related neutral (t = 3.66, d.f. = 17, p < 0.005) words but not for the emotional words (t = 0.98, d.f. = 17, ns). For the ASD group, only the decrease in recall of arousing words over the 24 h period (t = 2.57, d.f. = 17, p < 0.05) was significant. |
| Mason et al. (2008) | 18 ASD (ADI-R, ADOS-G, expert clinical opinion):Age: 26.5, IQ: 101.918 TDAge: 27.4, IQ: 105.5 | Implicit: read short stories that contain physical, intentional or emotional inferences. | Implicit: + (neural activity)fMRI: The ASD group activated areas in right hemisphere which is interpreted as spillover processing. |
| South et al. (2008) | 37 ASD (ADI-R, ADOS)Age: 19.7 (5.3)IQ: 107.7 (15.1)38 TD controlsAge: 19.2 (6)IQ:112.7 (14.1) | Implicit: visual search task; exposure task, word memory task and gambling task | Implicit: −No differences between groups on all 4 tasks.Emotion words memory subtest: group by word valence interaction: F(2,70) = 0.14; p = 0.87; group by word arousal interaction: F(2,70) = 0.33; p = 0.72. |
| Gaigg and Bowler (2009a) | 25 ASD (ADOS):Age: 38.4IQ: 105.225 controlsAge: 36.2 (11.8)IQ: 105.8 (15.1) | Implicit: Attentional blink paradigm using emotional words, neutral words and male first names. | Implicit: +In the control group, detection rates of emotional words had significantly higher detection rate than names and neutral words (F(2, 23) = 21.69, p = 0.001, d = 2.75). This was not the case for the ASD group (F(2, 23) = 2.61, ns, d = 0.95).Emotionality effect was correlated with VIQ in ASD subjects (r = 0.502, p < 0.05) but not in controls. |
| Gaigg and Bowler (2009b) | 22 ASD (ADOS):Age: 33.5IQ: 98.722 controlsAge: 35.2 (9.6)IQ: 103.7 (13.1) | Implicit: Memorizing a list of orthorgaphically related neutral and emotional words with subsequent recognition memory test. | Implicit: +Control subjects were significantly less likely to falsely remember emotional words (main effect of emotional/neutral word: F(1,21) = 9.27; p < 0.01; effect size r = 0.55; d = 1.33). In subjects with ASD false recall rates of emotional and neutral words were not different (F(1,21) = 0.49; ns; effect size r = 0.15; d = 0.31). |
| Williams and Happe (2010) | 21 ASD (DSM IV-TR):Age: 12.3VIQ: 73.24; PIQ: 67.1021 controls (CA and MA matched) | Explicit: Report their own experience on various emotions and recognize them in video clips | Explicit: −No between-group difference in patterns of performance; in both groups social emotions were more difficult to recognise and report than non-social emotions. In ASD, verbal mental age was significantly correlated with quality of reports of both social (r = 0.66, p = 0.003) and non-social (r = 0.65, p = 0.004) emotion experiences. In contrast, in controls VMA was significantly correlated with the ability to recognise non-social emotions (r = 0.56, p = 0.008), but not social emotions (r = 0.32, p = 0.16). |
| Han et al. (2014) | 10 ASD (ADOS)Age: 16.03 (1.9)IQ: 81.5 (8.9)10 controlsAge: 14.9 (2.7)IQ: 106 (10) | Explicit: detecting emotionally negative words | Explicit: +Participants with ASD made more errors detecting emotionally negative words (53.0 ± 14.6% correct) compared to control group (90.3 ± 9.1% correct)fMRI: increased activity in fusiform gyrus in ASD group in response to emotion words |
| Voice-intonation | | | |
| Boucher et al. (2000) | 19 LFA (DSM-IV)Age: 9;7VMA: 5;11, NVMA: 8;919 SLI (matched on CA and MA)19 TD controls (matched on MA) | Explicit: Naming expressed emotion in a voice sample, matching voice to facial expression | Explicit: +/−On vocal affect naming ASD were better than SLI (p < 0.5, d = 0.4) and not different from controls. On matching vocal to facial expressions ASD were superior to the children with SLI (p < 0.01, d = 1.09), but impaired relative to TD children (p < 0.01, d = 1.03). |
| Lindner and Rosén (2006) | 14 ASD (ASDS, PDD Checklist):Age: 10.21 (2.89)VIQ: 114.8 (17.15)16 TDAge: 10.19 (3.12)VIQ: 117.3 (14.3) | Explicit: Naming emotions in photos, videos, intonation, verbal content and combined stimuli. | Explicit: +Participants with ASD were worse at correctly identifying emotion in prosody, F(1,26) = 14.52, P < 0.01, partial eta squared = 0.36 |
| Korpilahti et al. (2007) | 14 AS (ADI-R, ADOS-G):Age: 11.2 (9–14)IQ: 110 (84–150)12 fathers of AS:Age: 42.8 (37.5–49.5)13 controlsAge: 10.8 (9.1–11.7), IQ: n/a12 fathers of controls | Implicit: Passive listening to words with neutral and angry intonation | Implicit: +In ASD group were found neural difficulties with processing of affective prosody, based on N1 and MMN evoked potentials. N1: longer latencies for children with ASD compared to controls (p = 0.021, d = 0.538), no difference for fathers. MMN: greater amplitudes of early MMN and shorter latencies of late MMN (p = 0.041) in children; significant differences in both MMN latency values (eMMN, p = 0.001; lMMN, p < 0.001) in fathers. |
| Peppé et al. (2007) | 31 HFA (ICD-10, DSM – IV, CARS, Gilliam Autism Rating Scale, ADOS)Age: 9;10 (2.3)VMA: 7.09, VIQ: 81.6 (15.6)72 TD childrenAge: 6;10 (1.5)VMA: 7.53, VIQ: 107.5 ( 9.6)33 TD adultsAge: 18–59 | PEPS-C: a prosody comprehension and production task including affective prosody | Explicit: +ASD group performed worse both in perception (F(1,97) = 16.21, p < 0.001, partial eta squared 0.14) and production (F(1,97) = 11.32, p < 0.01, partial eta squared 0.10) of affective intonation |
| Järvinen-Pasley et al. (2008) | 21 ASD (DSM-IV, ICD-10):Age: 12.55 (2.50)VIQ: 84 (19.33), NVIQ: 89 (14.44)21 TDAge: 12.21 (2.15)VIQ: 87 (21.32), NVIQ: 88 (17.92) | Explicit: PEPS-C test: a prosody production and comprehension task including affective prosody | Explicit : +ASD group performed worse on Affect (Affective intonation) subtest: t = −2.38, p = 0.022 |
| Volden and Sorenson (2009) | 32 ASD (DSM-IIIR or DSM IV):Age: 10 (2.4)VMA: 7.9, NVMA: 10.629 controlsAge: 8.8 (2.4)VMA: 8.9, NVMA: 10.426 controlsAge: 8.8 (2.4)VMA:8.1, NVMA:8.7 | Explicit: Production and perception of “bossy” and polite requests | Explicit: −participants with ASD were as adept as controls in both producing and judging polite ((F(1, 85) = 0.607, n.s.) and bossy requests ((F(1, 85) = 1.46, n.s.). |
| Grossman et al. (2010) | 16 ASD (DSM-IV, ADI-R, ADOS):Age: 12;4 (2;3)IQ: 106.7 (10.6)15 controlsAge: 12;7 (3;1)IQ: 108.9 (11.3) | Explicit: classifying filtered and unfiltered spoken sentences as neutral, sad or happy | Explicit: −No differences between groups in affective prosody perception task:
main effect of group: F(1,29) = 0.44, p = 0.51, partial η2 = 0.02, group by task interaction: F(1,29) = 0.35, p = 0.56,partial η2 = 0.01, group by emotion interaction: F(1,29) = 2.3, p = 0.11, partial η2 = 0.07. |
| Hesling et al. (2010) | 8 ASD (DSM-IV-R, ADI-R):Age: 23.38 (2.1)IQ: 89 (7.9)8 controlsAge: 23.05 (2.02)IQ: 128.3 (4.6) | Explicit: PEPS-C test: a prosody comprehension and production task including affective prosody.Implicit: fMRI task: listening to speech stimuli with varying intonation, rhythm, focus and affect prosodic aspects. | Implicit: +, explicit: +ASD subjects were significantly lower on all prosody tasks (p < 0.001);fMRI: ASD group showed differences in brain activation. |
| Kuchinke et al. (2011) | 15 AS (DSM, ICD-10):Age: 35.6 (6.9)IQ: normal range19 controlsAge: 34.8 (7)VIQ: differentNVIQ: matched | Implicit: Passive listening to sentences spoken with neutral or emotional intonation, pupil size recordingExplicit: subsequent valence rating. | Implicit: +, explicit: +Pupil diameter measurement: In passive listening condition, there was a significant emotion by group interaction (F(2,64) = 4.634; p < 0.05). AS group demonstrated increased pupillary response to negative sentences and decreased response to positive sentences, compared to controls. During explicit evaluation, no interaction or main effect involving group was significant.The main effect of emotion was significant (F(2,64) = 10.236; p < 0.001, greater pupil dilation in response to emotional sentences)Subjective valence ratings: Lower ratings of positive (t(1,24) = 5.643; p < 0.001) as well as negative sentences (t(1,24) = −2.206; p < 0.05) sentences in the AS group compared to control group. |
| Eigsti et al. (2012) | 16 ASD (DSM-IV, ADI-R, ADOS-G):Age: 13.7 (2.8)IQ: 96.7 (14.9)11 TDAge: 13.7 (2.6)IQ: 111.9 (10.9) | Implicit: Listening to angry and neutral sentences in an fMRI scanner | Implicit: + (neural activity)fMRI: in TD group compared to ASD, angry sentences elicited more activity in the L IFG and lower activity in the R MFG and R STG |
| Production | | | |
| Tager-Flusberg (1992) | 6 ASD (Rutter, 1978, DSM-III-R):Age: 3–8IQ: 61–1086 Down syndrome (matched on CA and language ability) | Implicit: Analysis of spontaneous speech samples collected over the course of 1–2 years | Implicit: +autistic children were comparable to the Down syndrome control subjects in their talk about desire, perception and emotion. However, they used significantly less language to call for attention (t(10) = 4.47, p < 0.001) and to refer to psychological states (t(10) = 1.98, p < 0.05) |
| Capps et al. (2000) | 13 LF A (DSM-III-R, CARS, ABC)Age: 12.6IQ: 75.213 TD controls
age: 6.0 (1.6)13 DD controlsAge: 9.8 (2.8)IQ: 78.9 (13.1) | Implicit: Telling a story based on a picture book | Implicit: +Compared to TD, ASD and DD children produced shorter stories (p < 0.05, d = 1.05), less complex syntax (p < 0.02, d = 1.04), more restricted range of evaluative forms (p < 0.1, d = 1.14); used causal attribution less often in the references of the emotional state (p < 0.005, d = 1.44), but more often to describe physical events (p = 0.07, d = 0.79). No difference between ASD and DD groups was found. In ASD, but not in DD group, there were significant correlations between theory of mind performance and narrative qualities (t(10) = 0.56 − 0.78, p < 0.05); and conversational competence with syntactic diversity (t(10) = 0.67, p < 0.05) and evaluative diversity (t(10) = 0.75, p < 0.01) |
| Adams et al. (2002) | 19 Asperger syndrome (ICD-10):Age: 13.81 (2.6)IQ: 92.53 (22.8, 71–141)19 conduct disorderAge: 14.5 (1.6)IQ: 85.5 (13.2) | Implicit: Two structured conversations based on ADOS: on a social-emotional topic and about a non-routine event. | Implicit: +In social-emotional conversation the AS group showed more response problems (p < 0.0005, d = 1.97); more pragmatic problems (p < 0.0005, d = 2.78); same in the non-routine conversation: for overall response problems p = 0.006, d = 1.49; for pragmatic problems p = 0.008, d = 0.7. |
| Pearlman-Avnion and Eviatar (2002) | 13 ASD (DSM-IV)Age: 11.54 (8–16)13 younger TDAge: 7.3613 older TDAge: 11.513 WSAge: 14.39 (8–21) | Implicit: tell a story after a slide show | Implicit: +Affective expression analysis: HFA group performed significantly lower than TD and WS group. Interaction between Group (ASD, Williams syndrome, typical) and task (emotional, informational): F(3, 48) = 3.85, p < 0.05. |
| Müller and Schuler (2006) | 13 ASD (ADI, ABC):Age: 8–11IQ: 70–14013 TD controlsAge: 8–11IQ: n/a | Implicit: Spontaneous interactions of subjects with family members. | Implicit: +Children with AS and HFA engaged in a higher proportion of affect marking and provided a higher proportion of affective explanations than typically developing children (p < 0.01, d = 0.68), yet were less likely to initiate affect marking sequences (t = −2.75, p < 0.01, d = −0.55) or talk about the affective responses of others (t = 1.52, p < 0.05, d = 0.65). No significant differences in terms of the marking of positive and negative affect. |
| Losh and Capps (2006) | 28 ASD (DSM, ICD-10, ADI-R):Age: 11.1 (8–13)IQ: 98 (76–132)22 TD controlsAge: 10.6 (8–12)IQ:108 (102–123) | Implicit: Discourse analysis of personal accounts of emotional and non-emotional events | Implicit: +No difference in describing non-emotional events between the groups.The descriptions of emotional events in ASD children were less contextually appropriate, less elaborate and contained less evaluations of causes, especially for complex emotions (effect sizes 0.81–1.52, p < 0.05) and self-conscious emotions (effect sizes 0.77–1.74, p < 0.05). |
| Bang et al. (2012) | 20 HFA (DSM-IV, ADOS-3, SCQ):Age: 11;0 (1;11)PIQ: 106.5 (17)17 TDAge: 10;10 (1;5)PIQ: 112.5 (14) | Implicit: free conversation with experimenter | Implicit: −No difference between groups in terms of producing emotion and desire terms (ASD group: 3.40 (0–12 words), median 2.5; typical group: on average 3.76 (0–13 words), median 2; Mann–Whitney U = 181.50, p = 0.72, r = 0.06) |
| Brown et al. (2012) | 30 ASD (DSM-IV):Age: 6–14IQ: 107.5 (15.6)20 TDAge: 8.95 (2.35)IQ: 111.00 (11.53) | Explicit and Implicit: Autobiographical memory interview on 3 topics: earliest memory; (2) positive; and (3) negative memory | Explicit: −, implicit: +No difference in response rate and narrative length between different types of narratives.Usage of internal state terms: Typically-developing children used more emotional terms (F(1, 126) = 9.11, p < 0.01, n2 = 0.07). |
| Siller et al. (2014) | 21 ASD (ADOS)Age: 7.2 (1.5)VIQ: 100.6 (16.3)24 TDAge: 6.8 (1.6)VIQ: 99.4 (10.9) | Implicit:telling a story after a picture book | Implicit: +ASD group produced shorter narratives (F(1,40) = 13.6, p < 0.01), less references to characters emotions (F(1,40) = 13.2, p < 0.01) but the same amount of references to cognitive states (F(1,40) = 3.4, p = 0.07 (ηp2 ≥ 0.08)). |