The experiment was approved by the Ethics Committee of Beijing Foreign Studies University and it complied with the guideline for experiments with human subjects. All participants in the experiment provided written informed consent.
1. Stimuli Construction
Figure 2: Example of two experimental sentences. This figure shows that participants were presented two Chinese words in each frame and were required to choose the one which can grammatically continue the sentence. The words on the frame are Chinese characters with the English equivalents provided in parentheses. Please click here to view a larger version of this figure.
2. Participant Screening and Preparation for the Experiment
3. Procedure
4. Data Analysis
This study is intended to examine the effect of ageing on online sentence processing using a maze task. The RTs for each segment in the sentences are used to indicate the processing difficulty. In this study, we explored how a group of older adults (Mage = 65.2, SD = 3.04, Range = 59 -74) and younger adults (Mage = 19.1, SD = 1.04, Range = 18-23) differentially processed Mandarin SRCs and ORCs. The two age groups were matched in education (Mold = 12.8, SD = 3.21; Myoung = 13.2, SD = 0.75; p = .620) and gender ratio (Old: 14 female; Young: 15 female; χ2 = .067, p = .796). Specifically, the study aimed to explore the overall differences between younger and older adults in processing Mandarin SRCs and ORCs as well as the exact locations of such differences. It was hypothesized that due to the decline in working memory, older adults are more sensitive than younger adults to the experimental manipulation of syntactic complexity and the processing costs associated with integrating words into the previous sentential segments. Therefore, a stronger effect of syntactic complexity or sentence type may be found in older adults than in younger adults at the regions which require more processing resources such as RC head nouns.
The regions of interest in the experimental sentences include the RC noun (zuojia 'writer'), the RC verb (aimu 'love'), the RC marker (de), the head noun (yanyuan 'actor') and main clause verb (xihuan 'like'). The mean RTs for each region are presented in Table 1 and graphically summarized in Figure 3.
Group | Type | Region 1 | Region 2 | Region 3 | Region 4 | Region 5 | Region 6 | Region 7 | |||||||
Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | ||
Old | SRC | 1589 | 1044 | 2768 | 1197 | 2119 | 961 | 1467 | 826 | 2038 | 1282 | 2035 | 1123 | 1986 | 982 |
ORC | 1354 | 834 | 2322 | 941 | 2070 | 870 | 1436 | 694 | 1828 | 878 | 2078 | 1024 | 1937 | 938 | |
Young | SRC | 789 | 434 | 1558 | 677 | 1020 | 437 | 659 | 223 | 812 | 341 | 848 | 331 | 928 | 428 |
ORC | 765 | 519 | 1155 | 494 | 1071 | 388 | 713 | 245 | 816 | 333 | 972 | 464 | 972 | 465 |
Table 1: Mean reading times by group and region. The table presents the mean reading times and the standard deviations for each age group in each region.
Figure 3: Mean reading times (RTs) by group and region. The figure displays the average reading times for older adults and younger adults for each region in the sentence. The error bars represent the standard deviation of the data. Please click here to view a larger version of this figure.
Analysis was made to examine the effect of randomization order on the participants' performance and found that the effect of randomization was not significant. ANOVA was performed with group (old, young), type (SRC, ORC) and region (1-6) as predictors and RTs as the dependent variable. Group is the between-subjects variable. Type and region are the within-subjects variables. The results revealed a significant main effect of group (F1 (1, 58) = 171.25, p < 0.001, η2p = 0.71, F2 (1, 23) = 273.13, p < 0.001, η2p = 0.52), a significant main effect of type (F1 (1, 58) = 14.9, p < 0.001, η2p = 0.10, F2 (1, 23) = 12.78, p < 0.001, η2p = 0.03), a significant interaction between group and region (F1 (1, 58) = 100.15, p < .001, η2p = 0.64, F2 (1, 23) = 118.12, p < .001, η2p = 0.44), and a significant interaction between type and region (F1 (1, 58) =18.43, p < 0.001, η2p = 0.11, F2 (1, 23) = 28.43, p < 0.001, η2p = 0.02). The three-way interaction between group, type and region was significant (F1 (1, 58) = 5.13, p < 0.05, η2p = 0.05, F2 (1, 23) = 2.71, p < 0.05, η2p = 0.01).
To facilitate the interpretation of these results, we analyzed the data for each word using 2 (sentence type) x 2 (group) mixed ANOVAs by items and participants. In the SRC verb (aimu 'love')/ORC noun (zuojia 'writer'), there was a significant main effect of group (F1 (1, 58) = 122.93, p < 0.001, η2p = 0.10, F2 (1, 23) = 337.06, p < 0.001, η2p = 0.53), a significant main effect of RC type (F1 (1, 58) = 34.82, p < 0.001, η2p = 0.03, F2 (1, 23) = 49.98, p < 0.001, η2p = 0.07). Older adults had longer RTs than younger adults and the RTs for SRCs were longer than those for ORCs.
In the SRC noun (zuojia 'writer')/ORC verb (aimu 'love'), there was a significant main effect of group (F1 (1, 58) = 174.98, p < 0.001, η2p = 0.15, F2 (1, 23) = 377.25, p < 0.001, η2p = 0.43). The effect of sentence type was significant by items (F2 (1, 23) = 43.98, p < 0.01, η2p = 0.02). Older adults read this segment significantly more slowly than younger adults. No other significant interaction effect was found.
In the RC marker de, there was a significant main effect of group (F1 (1, 58) = 177.66, p < 0.001, η2p = 0.15, F2 (1, 23) = 489.25, p < 0.001, η2p = 0.45). Younger adults read the RC marker faster than older adults.
At the head nouns (yanyuan 'actor'), there was a main significant effect of group (F1 (1, 58) = 371.07, p < 0.001, η2p = 0.32, F2 (1, 23) = 53.21, p < 0.001, η2p = 0.04), a significant main effect of RC type (F1 (1, 58) = 13.28, p < 0.001, η2p = 0.02, F2 (1, 23) = 346.30, p < 0.001, η2p = 0.34), and a significant interaction effect between group and RC type (F1 (1, 58) = 5.14, p < 0.05, η2p = 0.01, F2 (1, 23) = 4.25, p < 0.05, η2p = 0.01). Pair-wise comparison shows that for older adults, the SRCs were more difficult to process than ORCs; for younger adults, however, there was no significant difference between SRCs and ORCs. This finding suggests that older adults were more sensitive to the experimental manipulation of sentence complexity or processing costs and they had greater difficulties than younger adults in processing syntactically more complex SRCs.
At the main verb (xihuan 'like'), a significant main effect of group was found (F1 (1, 58) = 174.99, p < 0.001, η2p = 0.15, F2 (1, 23) = 124.02, p < 0.001, η2p = 0.12). Younger adults performed faster than older adults.
To further explore whether the observed effect at head nouns was relevant to working memory, we performed a correlation analysis between working memory span and RT differences between SRCs and ORCs. The results revealed a significant negative relation (r = -0.41, p < 0.05), which suggests that participants with higher working memory span were less affected by syntactic complexity. As younger adults (M = 16.40, SD = 2.78) had larger working memory span than older adults (M = 12.17, SD = 2), they tended to be less affected by the manipulation of syntactic complexity.
Computers | N/A | N/A | Used to present stimuli and record subjects' responses. |
E-prime | PST | 2.0.8.22 | Stimulus presentation software |
The Digital Working Memory Span Test | N/A | N/A | Used to assess subjects' working memory span. From Wechsler (1987). |
The Global Deterioration Scale (GDS) | N/A | N/A | Used to assess subjects' general cognitive status. From Reisberg, Ferris, de Leon and Crook (1988) |
Previous studies have found that older adults have greater difficulties in processing syntactically complex sentences than younger adults. However, the exact regions where the difficulties arise have not been fully identified. In this study, a maze task was implemented to investigate how older adults and younger adults differentially processed two types of sentences with different levels of syntactic complexity, namely subject relative clauses and object relative clauses. Participants were asked to choose between two alternatives at each segment of the sentences. The task required participants to engage in a strictly incremental mode of processing. The reading times for each segment were recorded, allowing the quantification of the difficulty of sentence reading. The task allowed us to identify the exact locations of the processing difficulty and thus facilitate a more accurate assessment of the age-related decline in sentence processing. The results indicate that the effect of ageing was found mainly at the head nouns, but not at other regions of the sentences, a finding which suggests that the maze task is an effective method to identify the exact location of the ageing effect on sentence processing. The implications of this experimental paradigm for investigating the effect of ageing on sentence processing are discussed.
Previous studies have found that older adults have greater difficulties in processing syntactically complex sentences than younger adults. However, the exact regions where the difficulties arise have not been fully identified. In this study, a maze task was implemented to investigate how older adults and younger adults differentially processed two types of sentences with different levels of syntactic complexity, namely subject relative clauses and object relative clauses. Participants were asked to choose between two alternatives at each segment of the sentences. The task required participants to engage in a strictly incremental mode of processing. The reading times for each segment were recorded, allowing the quantification of the difficulty of sentence reading. The task allowed us to identify the exact locations of the processing difficulty and thus facilitate a more accurate assessment of the age-related decline in sentence processing. The results indicate that the effect of ageing was found mainly at the head nouns, but not at other regions of the sentences, a finding which suggests that the maze task is an effective method to identify the exact location of the ageing effect on sentence processing. The implications of this experimental paradigm for investigating the effect of ageing on sentence processing are discussed.
Previous studies have found that older adults have greater difficulties in processing syntactically complex sentences than younger adults. However, the exact regions where the difficulties arise have not been fully identified. In this study, a maze task was implemented to investigate how older adults and younger adults differentially processed two types of sentences with different levels of syntactic complexity, namely subject relative clauses and object relative clauses. Participants were asked to choose between two alternatives at each segment of the sentences. The task required participants to engage in a strictly incremental mode of processing. The reading times for each segment were recorded, allowing the quantification of the difficulty of sentence reading. The task allowed us to identify the exact locations of the processing difficulty and thus facilitate a more accurate assessment of the age-related decline in sentence processing. The results indicate that the effect of ageing was found mainly at the head nouns, but not at other regions of the sentences, a finding which suggests that the maze task is an effective method to identify the exact location of the ageing effect on sentence processing. The implications of this experimental paradigm for investigating the effect of ageing on sentence processing are discussed.