Abstract: IELTS is one of the most popular international standardized tests of English language
proficiency. Its two academic writing tasks are crucially different in cognitive and linguistic
demands, but to date, few studies have compared the influence of their different task demands on
test-takers’ performance. In second language research (L2) area, two contrasting theories on task
demands are the Limited Attentional Capacity Model which predicts a worse linguistic
performance on a more complex task and the Cognition Hypothesis which expects a better
performance on a more demanding task. My study examines the effect of task type as an important
factor of task complexity on L2 writing in a testing condition. The study was a single-factor,
repeated-measures design which compares the performance of 30 L2 writers on task 1 and task 2
of the IELTS Academic writing subtest. The candidates’ writing samples were analyzed using a
range of discourse measures focusing on accuracy and complexity. The findings showed that low
demanding task (task 1 – graph description) elicited a significantly better performance in terms of
accuracy than high demanding task (task 2 – argumentative essay). Meanwhile, the latter was more
complex in terms of grammatical subordination and lexical variation. The current study
contributes exploratory findings to the body of knowledge on L2 writing by investigating task
complexity embedded in different task types. The use of discourse measurement of accuracy and
complexity revealed some IELTS candidates’ language problems related to genre writing. The
gained knowledge may help teachers manipulate task features to channel learners’ attention to the
area in which they fail.
Keywords: Language testing, writing assessment, IELTS, task type, genre writing, discourse
measurement, accuracy, complexity.
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1.1. Context of the study
IELTS, the International English Language
Testing system, is an international standardized
test of English language proficiency. IELTS plays an important role in many people’s life as it involves critical decisions such as admission
to universities or immigration. The IELTS writing tasks are designed to be
“communicative and contextualized for a specified audience, purpose, and genre”, which reflects the growing focus of second language (L2) writing research on genres/task [1: 2].
Studies have compared the effect of different genres on learners’ writing
performance, but few have investigated into the impact of visual description (Task 1) in contrast with argumentative essays (Task 2). In addition, the previous genre-related studies are mostly classroom-based, but similar investigations in a testing situation, especially in IELTS writing, are still scarce . Furthermore, in SLA research area, two contrasting theories on attentional resources, i.e. the Limited Attentional Capacity Model and the Cognition Hypothesis, have been often examined by manipulating task omplexity along planning, here-and-now variables, task prompts and draft availability; meanwhile, few studies investigate task complexity embedded in different task type. Finally, IELTS is a high-stakes test, so it is essential to diagnose candidates’ possible difficulties to prepare them better. However, despite extensive research concerning the test in general, few studies specifically focus on its writing component . The additional problem
is that the IELTS analytic assessment scale does not give much information for predicting
candidates’ language problems. As noted by Mickan , it is difficult to identify specific
lexicogrammatical features that distinguish different band scores. Storch  also confirms that analytical scores are often collapsed to yield a single score, losing diagnostic value.
This study is thus motivated by (i) the lack of research comparing the effect of graph description with that of argumentative essays on L2 writing in a testing condition, (ii) a small number of studies that examine two models of attention by examining task complexity in different task type, and (iii) the need to have more research on the IELTS writing component with a detailed diagnostic tool to predict its
candidates’ language problems.
1.2 Aim and scope
The aim of the present study is to examine the effect of task type as one important aspect
of task complexity on L2 writers’ performance in IELTS academic writing. To achieve this aim, I compare L2 writing samples on task 1 and task 2 of the IELTS Academic writing subtest. Data for the study was collected through an IELTS simulation test at a language centre of a large research university in Hanoi, Vietnam. The study evaluates L2 writing by using a range of discourse-analytic measures focusing on the accuracy and complexity. It does not analyse the writings in terms of arguments, organization and cohesion, which is the focus of another study.
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1.3. Underpinning theories of research on tasks
in second language acquisition (SLA)
1.3.1. Task complexity and attentional
Extensive research into the effect of task demands on SLA has been strongly influenced
by two models of attention, namely Skehan and Foster’s Limited Capacity Hypothesis  and Robinson’s Cognition Hypothesis . Both models emphasize the significant role of attention and L2 learners’ use of their attentional resources in completing tasks.
However, the two models differ in their hypotheses about the effect of increasing task
complexity on language production.
Skehan and Foster  adopt information processing perspectives on the nature of
language learning. They hypothesize that language learners’ limited attentional capacities
influence pervasively their focus during
meaning-oriented communication. In other words, language learners cannot attend to
everything equally at the same time, and attending to one aspect may mean the neglect of
others. The three areas competing for attention are complexity, accuracy and fluency.
According to Skehan and Foster , actual performance largely depends on learners’
priority, task characteristics and task conditions. In regards to the relationship between task content and performance, Skehan and Foster  argue that when a cognitively complex task requires significant focus on content, less
attention would be allocated to linguistic form. Consequently, the complexity and accuracy of the linguistic output will decrease. They also claim that when resources are available in performing cognitively demanding tasks, learners only could prioritise either accuracy or complexity, but not both.
In contrast to Skehan and Foster’s Limited Attentional Capacity Model, Robinson’s Cognition Hypothesis claims that learners’
attentional resources are multiple and non- competing , , . Under the influence of
both information processing and interactional perspectives of L2 task effects, the Cognition Hypothesis proposes that cognitively more demanding tasks might push learners to produce more accurate and more complex language . These tasks are thought to promote more linguistic awareness and consequently trigger greater linguistic
complexity and higher accuracy to meet greater functional demands .
1.3.2. Dimensions and variables of task
Both Limited Attentional Capacity Model and the Cognition Hypothesis distinguish a
number of dimensions and variables of task complexity that influence L2 learners’
In the Limited Attentional Capacity Model, Skehan and Foster  differentiates between three main aspects of task complexity: communicative stress, code complexity and
cognitive complexity. Communicative stress is concerned with performance condition. Code complexity refers to the linguistic demands of the task. Cognitive complexity is related to task content and the structuring of task material. With regards to cognitive complexity, he states that familiarity of information (i.e. the extent to which the task allows learners to draw on their own available content schema) has no impact
on accuracy and complexity but improves fluency. In contrast, when the task requires
learners to interact with each other, there is a gain in accuracy and complexity at the expense of fluency .
Robinson  distinguishes task complexity, task difficulty and task conditions. Task
complexity (cognitive factors) refers to the “attentional, memory, reasoning and other
information processing demands imposed by the structure of the task on the language
learner” [8:29]. He also suggests that task
complexity can be manipulated along resource- directing and resource-depleting dimensions.
The resource-directing dimensions can increase or decrease the functional demands on the
language user. Tasks which require learners to describe and differentiate few elements and relationship (+few elements) or/and describe events happening now in a shared context (+here-and-now) are said to consume less attentional resources than tasks which involve different elements and relationship (-fewelements), entail displaced references (-here- and-now) and need reasons to support
statements (-no reasoning demands) . The second task design factors are resource-
depleting dimensions such as +/- planning time(with or without planning time), +/-single task (single task or multiple tasks), +/- prior knowledge (with or without prior knowledge). According to Robinson, manipulating task complexity along those dimensions can result in “a depletion in attentional and memory
resources”, reducing fluency, accuracy and complexity on the more complex tasks [8: 35]. Unlike task complexity, task difficulty (learner factors) are the differences in resources learners draw on in responding to task demands (e.g. gender, familiarity), and task conditions are participant factors such as one-way or two-way communication and communicative goals.
The two models of attention above have prompted a number of task-based studies on
SLA Studies related to the impact of task complexity on L2 learners’ performance will
now be reviewed.
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1.4. Current debates
1.4.1. The effects of task complexity on L2
The body of literature on the effects of task complexity on L2 written performance is
mainly based on Robinson’s Cognition Hypothesis and Skehan and Foster’s Limited
Capacity Model. However, these task-based studies differ in their support for one of the two models.
The first group of studies seems to show more support for Robinson’s multi-resources
view of attention. Ishikawa  manipulated [+here and now] dimensions of Japanese EFL learners’ narrative writing. The main finding was that more complex tasks pushed learners to produce higher accuracy and syntactic complexity, but no improvement was seen in
linguistic complexity. Kuiken and Vedder  concerned the effect of task complexity on
linguistic performance by looking at the letter writing of 75 Dutch learners of French and 84 Dutch learners of Italian. Two writing tasks were assigned in which cognitive complexity was manipulated by giving six requirements in
the complex and three in the non-complex condition. They discovered that the more
complex letters (with six requests) prompted higher accuracy but not higher linguistic
complexity. Ong and Zhang  manipulated task complexity along both resource-depleting dimensions (planning time, the provision of ideas and structure) and resource-directing dimensions (draft availability). Their study explored the effects of task complexity on fluency and lexical complexity of 108 EFL students’ argumentative writing. Their findings lent more support to Robinson’s Cognition Hypothesis than Skehan and Foster’s Limited Attentional Capacity Hypothesis. No trade-offs
as suggested by Skehan and Foster were observed; increased lexical complexity and
fluency did not compete. When task complexity was increased along planning time continuum, higher fluency and greater lexical complexity were seen. Increasing task complexity through the provision of ideas and macro-structure promoted significantly lexical complexity but no effect on fluency. The manipulation of task complexity along the provision of draft produced no significant differences in fluency and lexical ophistication.
The second group of studies is more in line with Skehan and Foster’s predictions. Ellis and Yuan  reported findings on the effects of three types of planning (no planning,
unpressured online-planning, pre-task planning) on 42 Chinese learners’ written narratives based on a series of pictures. Pre-task planning was
found to have remarkably positive influence on fluency, syntactic complexity and little
influence on accuracy; meanwhile writers in no planning condition were faced with negative consequences in fluency, complexity and accuracy compared to planning group. The researchers explained that planning helped learners in setting goals, organizing the text and preparing the propositional content, thus reducing pressure on the central executive working memory and enhancing confidence during task performance. Ellis and Yuan’s findings pointed into the direction of Skehan and Foster’s Model.
1.4.2. The effect of task type on L2
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