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Integrating Incoming Information into Discourse
Model in Tunisian Arabic
Marwa, Mekni Toujani
Higher Institute of Languages of Tunis, University of Carthage, Tunisia
marwaISLT@gmail.com
Abstract
Two word-by-word self-paced reading experiments based on the contradiction
paradigm were used. The Group Embedded Figure Test (GEFT) was utilized to
explore participants' field-dependency. Data from 96 Tunisians reveals that reading
times in the inconsistent condition were higher than the consistent condition in the
post-critic region when participants were instructed to adopt the protagonist point of
view. However, this difference did not reach the significance level when participants
were instructed to read for mere comprehension. The results also reveal that reading
times for field-dependent participants were higher than their field-independent
counterparts. Thus, this study yields evidence for the dominance of local coherence
over global coherence.
Experiment 1
There was no significant effect of condition in the three regions. However,
there was a main effect of field-dependency, F (1, 46) = 9.148, p=.004 with
Field-dependent participants spent more times reading the texts in both
conditions (M = 2850.242, STD = 125.603) than Field-independent
participants did (M = 2326.513, STD = 115.538).
Experiment 2
For the post-critical region, there was a significant effect of condition for
item analysis F2 (1, 15) = 7.284, p=.01 with this region is more slowly read
in the inconsistent condition (M = 2783.62, STD =1604.656) than the
consistent condition (M = 2362.69, STD = 1235.421). However, for analysis
by participants, the difference between inconsistent and consistent condition
only approached significance level F1 (1, 46) = 2.843, p=.09. For both the
critical region and the post-target region, there was no effect of condition.
There was also no main effect of field-dependency, F1<1.
Results
Cook, A. E., & Myers, J. L. (2004). Processing discourse roles in scripted narratives: The influences of context and world
knowledge. Journal of Memory and Language, 50, 268-288.
Guzman, A. E., & Klin, C. M. (2000). Maintaining global coherence in reading: The role of sentence boundaries. Memory &
Cognition, 28, 722–730.
Hannon, B., & Daneman, M. (2001). A new tool for measuring and understanding individual differences in the component
processes of reading comprehension. Journal of Educational Psychology, 93, 103e128.
McKoon, G., & Ratcliff, R. (1992). Inference during reading. Psychological Review, 99, 440–466.Smith, E. R., & O’Brien, E.
J. (2012). Tracking spatial information during reading: A cue-based process. Memory & Cognition, 40, 791–801.
O’Brien, E. J., & Albrecht, J. E. (1992). Comprehension strategies in the development of a mental model. Journal of
Experimental Psychology: Learning, Memory, and Cognition, 18, 777–784. doi:10.1037/0278-7393.18.4.777
Peirce, J. W. (2009) Generating stimuli for neuroscience using PsychoPy. Front. Neuroinform. 2:10.
doi:10.3389/neuro.11.010.2008
Stewart, A. J., Kidd, E. and Haigh, M. (2009). Early Sensitivity to Discourse-Level Anomalies: Evidence From Self-Paced
Reading. Discourse Processes,46:1,46 — 69. DOI: 10.1080/01638530802629091
Van den Broek, P., Bohn-Gettler, C., Kendeou, P., Carlson, S., & White, M. J. (2011). When a reader meets a text: The role of
standards of coherence in reading comprehension. In M. T. McCrudden, J. P. Magliano, & G. Schraw (Eds.), Text relevance
and learning from text (pp. 123–140). Greenwich, CT: Information Age
Witkin, H.A., Moore, C.A., Goodenough, D.R. & Cox, P.W. (Winter 1977). Field-dependent and field-independent cognitive
styles and their educational implications. Review of Educational Research 47(1), 1-64.
References
Methods and materials
Only is information essential for establishing local coherence (connecting the incoming
information to one or two prior sentences) is integrated during reading, which is constant
with McKoon and Ractiff’s (1992) Minimalist Theory. Global coherence is achieved
online when readers are instructed to do so.
In line with Guzman and Klin’s (2000) results, the present findings revealed that
integrating incoming information into discourse model is delayed as it is a part of wrap-
up operations.
The current results revealed that participants do not track spatial information if they are
not instructed to do so, which supports Smith and O’Brien’s (2012) findings.
 A revisited version of Cook and Myers (2004) two-stage framework can be suggested.
The first automatic stage consists of linking the information at hand with information
that is in WM or that is easily accessed from long-term memory (McKoon & Ractiff,
1992) and it occurs no matter the conditions are. The second stage occurs only when
readers aim at meeting high standards of coherence (Van den Broek, Bohn-Gettler,
Kendeou, Carlson, & White, 2011).
Although the results affirmed that FI participants reacted faster to inconsistent
materials than FD ones did, the effect of task demands overrides the effect of field-
dependency in this study.
Conclusions
Introduction
There are two main lines in discourse processing research. The first one is interested
in understanding the type of inferences that constitute discourse representations
(logical inferences, bridging inferences, elaborative inferences, predictive inferences,
etc.) (Stewart, Kidd, & Haigh, 2009). The second line is interested in the time course
of integrating incoming information with the unfolding discourse model (ibid). This
study addressed the second line of research. Incoming information can be integrated
as soon as it is available (early integration model) or it is integrated later as a wrap-up
operation (delayed integration model) (Guzman & Klin, 2000). That is, the endeavor
of the present study was to gauge the time course of connecting incoming information
to information mentioned earlier in the text that are no longer available in Working
Memory (WM).
Additionally, There are some factors that are believed to affect the time course of the
generation of discourse-level representations. In fact, Hannon & Daneman (2001)
argue that cognitive styles can influence the ability to detect anomalies. Concerning
task demands, it is argued that some instructions require different strategies by the
reader (Smith & O’Brien, 2012). Hence, this study explored the effects of both field-
dependency and task demands.
Ultimately, the present study aspired to answer the following research questions: (1)
does readers’ sensitivity to spatial anomaly affect the time-course of integrating
incoming information into the unfolding discourse model in Tunisian Arabic (TA)?
(2) do field dependency and task demands affect the time-course of integration in TA?
FIGURE or GRAPH or TABLE
ExLing 2017 : 8th Tutorial and Research Workshop on Experimental Linguistics, 19-22 June, Heraklion, Crete, Greece
Materials
TA version of Stewart et al.’s (2009) sixteen experimental texts
Subjects
Ninety-six Tunisian third year University students of English participated in this study (48
participants per experiment). All subjects’ native language is TA.
Equipment/technological context
• Two non-cumulative center word-by word experiments were run using PsychoPy2
software (Pierce, 2009) on a laptop.
•The GEFT (see figure 1) (Witkin et al.,1971)
Experimental procedures
Participants were asked to read texts at their normal pace in order to respond to
comprehension questions at the end of each passage (experiment 1) and to adopt the
protagonist point of view (Experiment 2).Each text is composed of eight sentences (see
Table 1). There were two versions of each passage (see Table 1) (O’Brien & Albrecht, 1992).
Each passage appeared once in each of the two conditions (consistent or inconsistent
condition). Each passage in both experiments was followed by a yes/no comprehension
question. The GEFT was administered to participants in groups during their class sessions.
Data analysis
The total time (in milliseconds) that participants took to read was analyzed for each region
(see Table 2). Repeated measure ANOVA with both region and condition as within-subjects
factors, field dependency as a between-subjects factor and reading times as a dependent
variable was used. Both analysis by subjects and analysis by items as random factors were
implemented. All analyses reported were significant at the .05 alpha level.
Sentences Division TA Version English Version
Sentence 1
Introduction mentioning the
spatial location.
‫مريم‬ ‫قعدت‬
‫في‬
‫الجردة‬
/
‫الفيرندة‬
‫وهي‬
‫ى‬ّ‫ول‬ ‫قس‬ّ‫الط‬ ‫خاطر‬ ‫فرحانة‬
‫دافي‬
‫ة‬ّ‫د‬‫الم‬
‫رة‬ّ‫لخ‬
.
Mary sat in the
conservatory/garden feeling
happy that the weather had
been so warm recently.
Sentences 2-4
Filler materials
‫هذا‬ ‫العام‬
‫متش‬ّ‫مانج‬
‫تسافر‬
‫لتونس‬
.
‫بريطانيا‬ ‫في‬ ‫يف‬ّ‫الص‬
‫مايعجبهاش‬
‫في‬
‫أما‬ ‫العادة‬
‫الجمعات‬
‫رنين‬ّ‫لخ‬
‫ى‬ّ‫ول‬ ‫قس‬ّ‫الط‬
‫ل‬ّ‫ب‬‫يه‬
.
‫ى‬ّ‫ت‬‫ح‬
‫بدات‬
‫تتبرنزا‬
.
She had not been able to go
abroad this year. The British
summer normally
disappointed her but the last
few weeks had been glorious.
She had even started to
develop a tan.
Sentence 5
The target sentence
‫مشات‬
‫لجردة‬
‫الورد‬ ‫في‬ ‫تفرجت‬ ‫و‬
. She walked into the garden
and looked at the flowers.
Sentence 6
The post-target sentence
‫خدمة‬ ‫خدم‬ ‫الجديد‬ ‫ان‬ّ‫ن‬‫الج‬
‫هايلة‬
. The new gardener had done a
wonderful job.
Sentences 7-8
Concluding sentences
‫نصحتها‬ ‫أختها‬ ‫خاطر‬ ‫مريم‬ ‫فرحت‬
‫بيه‬
.
‫أختها‬
‫ديما‬
‫ها‬ّ‫ماتنصح‬
‫كان‬
‫بالحوايج‬
‫الباهية‬
.
Mary was glad that her sister
had recommended him. Her
sister always gave her good
advice.

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Integrating Incoming Information into Discourse Model in Tunisian Arabic

  • 1. LOGO Integrating Incoming Information into Discourse Model in Tunisian Arabic Marwa, Mekni Toujani Higher Institute of Languages of Tunis, University of Carthage, Tunisia marwaISLT@gmail.com Abstract Two word-by-word self-paced reading experiments based on the contradiction paradigm were used. The Group Embedded Figure Test (GEFT) was utilized to explore participants' field-dependency. Data from 96 Tunisians reveals that reading times in the inconsistent condition were higher than the consistent condition in the post-critic region when participants were instructed to adopt the protagonist point of view. However, this difference did not reach the significance level when participants were instructed to read for mere comprehension. The results also reveal that reading times for field-dependent participants were higher than their field-independent counterparts. Thus, this study yields evidence for the dominance of local coherence over global coherence. Experiment 1 There was no significant effect of condition in the three regions. However, there was a main effect of field-dependency, F (1, 46) = 9.148, p=.004 with Field-dependent participants spent more times reading the texts in both conditions (M = 2850.242, STD = 125.603) than Field-independent participants did (M = 2326.513, STD = 115.538). Experiment 2 For the post-critical region, there was a significant effect of condition for item analysis F2 (1, 15) = 7.284, p=.01 with this region is more slowly read in the inconsistent condition (M = 2783.62, STD =1604.656) than the consistent condition (M = 2362.69, STD = 1235.421). However, for analysis by participants, the difference between inconsistent and consistent condition only approached significance level F1 (1, 46) = 2.843, p=.09. For both the critical region and the post-target region, there was no effect of condition. There was also no main effect of field-dependency, F1<1. Results Cook, A. E., & Myers, J. L. (2004). Processing discourse roles in scripted narratives: The influences of context and world knowledge. Journal of Memory and Language, 50, 268-288. Guzman, A. E., & Klin, C. M. (2000). Maintaining global coherence in reading: The role of sentence boundaries. Memory & Cognition, 28, 722–730. Hannon, B., & Daneman, M. (2001). A new tool for measuring and understanding individual differences in the component processes of reading comprehension. Journal of Educational Psychology, 93, 103e128. McKoon, G., & Ratcliff, R. (1992). Inference during reading. Psychological Review, 99, 440–466.Smith, E. R., & O’Brien, E. J. (2012). Tracking spatial information during reading: A cue-based process. Memory & Cognition, 40, 791–801. O’Brien, E. J., & Albrecht, J. E. (1992). Comprehension strategies in the development of a mental model. Journal of Experimental Psychology: Learning, Memory, and Cognition, 18, 777–784. doi:10.1037/0278-7393.18.4.777 Peirce, J. W. (2009) Generating stimuli for neuroscience using PsychoPy. Front. Neuroinform. 2:10. doi:10.3389/neuro.11.010.2008 Stewart, A. J., Kidd, E. and Haigh, M. (2009). Early Sensitivity to Discourse-Level Anomalies: Evidence From Self-Paced Reading. Discourse Processes,46:1,46 — 69. DOI: 10.1080/01638530802629091 Van den Broek, P., Bohn-Gettler, C., Kendeou, P., Carlson, S., & White, M. J. (2011). When a reader meets a text: The role of standards of coherence in reading comprehension. In M. T. McCrudden, J. P. Magliano, & G. Schraw (Eds.), Text relevance and learning from text (pp. 123–140). Greenwich, CT: Information Age Witkin, H.A., Moore, C.A., Goodenough, D.R. & Cox, P.W. (Winter 1977). Field-dependent and field-independent cognitive styles and their educational implications. Review of Educational Research 47(1), 1-64. References Methods and materials Only is information essential for establishing local coherence (connecting the incoming information to one or two prior sentences) is integrated during reading, which is constant with McKoon and Ractiff’s (1992) Minimalist Theory. Global coherence is achieved online when readers are instructed to do so. In line with Guzman and Klin’s (2000) results, the present findings revealed that integrating incoming information into discourse model is delayed as it is a part of wrap- up operations. The current results revealed that participants do not track spatial information if they are not instructed to do so, which supports Smith and O’Brien’s (2012) findings.  A revisited version of Cook and Myers (2004) two-stage framework can be suggested. The first automatic stage consists of linking the information at hand with information that is in WM or that is easily accessed from long-term memory (McKoon & Ractiff, 1992) and it occurs no matter the conditions are. The second stage occurs only when readers aim at meeting high standards of coherence (Van den Broek, Bohn-Gettler, Kendeou, Carlson, & White, 2011). Although the results affirmed that FI participants reacted faster to inconsistent materials than FD ones did, the effect of task demands overrides the effect of field- dependency in this study. Conclusions Introduction There are two main lines in discourse processing research. The first one is interested in understanding the type of inferences that constitute discourse representations (logical inferences, bridging inferences, elaborative inferences, predictive inferences, etc.) (Stewart, Kidd, & Haigh, 2009). The second line is interested in the time course of integrating incoming information with the unfolding discourse model (ibid). This study addressed the second line of research. Incoming information can be integrated as soon as it is available (early integration model) or it is integrated later as a wrap-up operation (delayed integration model) (Guzman & Klin, 2000). That is, the endeavor of the present study was to gauge the time course of connecting incoming information to information mentioned earlier in the text that are no longer available in Working Memory (WM). Additionally, There are some factors that are believed to affect the time course of the generation of discourse-level representations. In fact, Hannon & Daneman (2001) argue that cognitive styles can influence the ability to detect anomalies. Concerning task demands, it is argued that some instructions require different strategies by the reader (Smith & O’Brien, 2012). Hence, this study explored the effects of both field- dependency and task demands. Ultimately, the present study aspired to answer the following research questions: (1) does readers’ sensitivity to spatial anomaly affect the time-course of integrating incoming information into the unfolding discourse model in Tunisian Arabic (TA)? (2) do field dependency and task demands affect the time-course of integration in TA? FIGURE or GRAPH or TABLE ExLing 2017 : 8th Tutorial and Research Workshop on Experimental Linguistics, 19-22 June, Heraklion, Crete, Greece Materials TA version of Stewart et al.’s (2009) sixteen experimental texts Subjects Ninety-six Tunisian third year University students of English participated in this study (48 participants per experiment). All subjects’ native language is TA. Equipment/technological context • Two non-cumulative center word-by word experiments were run using PsychoPy2 software (Pierce, 2009) on a laptop. •The GEFT (see figure 1) (Witkin et al.,1971) Experimental procedures Participants were asked to read texts at their normal pace in order to respond to comprehension questions at the end of each passage (experiment 1) and to adopt the protagonist point of view (Experiment 2).Each text is composed of eight sentences (see Table 1). There were two versions of each passage (see Table 1) (O’Brien & Albrecht, 1992). Each passage appeared once in each of the two conditions (consistent or inconsistent condition). Each passage in both experiments was followed by a yes/no comprehension question. The GEFT was administered to participants in groups during their class sessions. Data analysis The total time (in milliseconds) that participants took to read was analyzed for each region (see Table 2). Repeated measure ANOVA with both region and condition as within-subjects factors, field dependency as a between-subjects factor and reading times as a dependent variable was used. Both analysis by subjects and analysis by items as random factors were implemented. All analyses reported were significant at the .05 alpha level. Sentences Division TA Version English Version Sentence 1 Introduction mentioning the spatial location. ‫مريم‬ ‫قعدت‬ ‫في‬ ‫الجردة‬ / ‫الفيرندة‬ ‫وهي‬ ‫ى‬ّ‫ول‬ ‫قس‬ّ‫الط‬ ‫خاطر‬ ‫فرحانة‬ ‫دافي‬ ‫ة‬ّ‫د‬‫الم‬ ‫رة‬ّ‫لخ‬ . Mary sat in the conservatory/garden feeling happy that the weather had been so warm recently. Sentences 2-4 Filler materials ‫هذا‬ ‫العام‬ ‫متش‬ّ‫مانج‬ ‫تسافر‬ ‫لتونس‬ . ‫بريطانيا‬ ‫في‬ ‫يف‬ّ‫الص‬ ‫مايعجبهاش‬ ‫في‬ ‫أما‬ ‫العادة‬ ‫الجمعات‬ ‫رنين‬ّ‫لخ‬ ‫ى‬ّ‫ول‬ ‫قس‬ّ‫الط‬ ‫ل‬ّ‫ب‬‫يه‬ . ‫ى‬ّ‫ت‬‫ح‬ ‫بدات‬ ‫تتبرنزا‬ . She had not been able to go abroad this year. The British summer normally disappointed her but the last few weeks had been glorious. She had even started to develop a tan. Sentence 5 The target sentence ‫مشات‬ ‫لجردة‬ ‫الورد‬ ‫في‬ ‫تفرجت‬ ‫و‬ . She walked into the garden and looked at the flowers. Sentence 6 The post-target sentence ‫خدمة‬ ‫خدم‬ ‫الجديد‬ ‫ان‬ّ‫ن‬‫الج‬ ‫هايلة‬ . The new gardener had done a wonderful job. Sentences 7-8 Concluding sentences ‫نصحتها‬ ‫أختها‬ ‫خاطر‬ ‫مريم‬ ‫فرحت‬ ‫بيه‬ . ‫أختها‬ ‫ديما‬ ‫ها‬ّ‫ماتنصح‬ ‫كان‬ ‫بالحوايج‬ ‫الباهية‬ . Mary was glad that her sister had recommended him. Her sister always gave her good advice.