Presentation on theme: "K. PHILIP CHOONG and ZHAOHONG HAN Teachers College, Columbia University Task Complexity and Output Complexity:"— Presentation transcript:
K. PHILIP CHOONG and ZHAOHONG HAN Teachers College, Columbia University firstname.lastname@example.org email@example.com Task Complexity and Output Complexity: An Exploratory Study
Motivation Cognition Hypothesis Question: What is the relationship between task complexity and output complexity? Is there a relationship between task complexity and output complexity? If so, what is the nature of the relationship?
Operationalization of Task Complexity Dimensions Contextual support Reasoning demands Single/Dual Task Dimensions Contextual support Dimensions Contextual support Dimensions Reasoning demands Contextual support Dimensions Reasoning demands Contextual support Dimensions Single/Dual Task Reasoning demands Contextual support Dimensions
Design Repeated measures Experimental Group Comparison Group 1 Comparison Group 2
Participants Experimental group: 10 native Japanese speakers from advanced ESL classes in New York City AAverage age – 38 GGender- 9 females and 1 male Comparison Group 1: 5 native speakers of American English AAverage age: 33 AAll females Comparison Group 2: 10 native speakers of American English
Procedure Task: Story narration under 4 different conditions 4 stories vis-à-vis 4 conditions Instructions II am going to show you a set of pictures that tell a story. Please take as long as you like to look over the pictures, then tell me the story as if I cannot see the pictures. We will do this twice. The first set will be practice, just to make sure you understand the instructions. There is only one “correct” story for these pictures.
Measures of Output Complexity Syntactic complexity # of T-units per narration Content complexity # of idea units per narration
Analysis and Results – Experimental group Friedman Test and Kendall’s W Test of Mean rank Both produced same results, significant at.05 level Friedman Test of Mean Rank (Kendall’s test similar) Condition Mean Rank C1_T-unit 2.45 C2_T-unit 2.00 C3_T-unit 5.15 C4_T-unit 3.90 C1_I-unit 4.55 C2_I-unit 4.25 C3_I-unit 7.55 C4_I-unit 6.15 Condition Mean Rank C1_T-unit 2.45 C2_T-unit 2.00 C3_T-unit 5.15 C4_T-unit 3.90 C1_I-unit 4.55 C2_I-unit 4.25 C3_I-unit 7.55 C4_I-unit 6.15
Results- Form Complexity Condition 3 (+reasoning demands, +contextual support) most complex Condition 2 (- Reasoning demands, -contextual support) Least complex, least variation Condition 4 (+Reasoning demands, - contextual support) shows most variation
Results- Content complexity Greater variation in content complexity than in form complexity In line with Friedman’s and Kendall’s W tests of mean rank. Also supported by paired sample t-test
Results – paired samples t-test Significant differences between conditions 1 and 3, 2 and 3, and 2 and 4 Both for Form complexity (t-units) and for content complexity (idea units) Contrast t-valuedf Sig. (2- tailed) C1_T - C3_T -3.1609.012 C2_T - C3_T -4.3719.002 C2_T - C4_T -2.7859.021 C1_I - C3_I -2.9189.017 C2_I - C3_I -6.0509.000 C2_I - C4_I -2.2939.048
Results – individual Greater number of idea units may suggest that participant was more focused on content than form.
Results-Comparison Group 1 Native speaker results are parallel to non-native speaker results in terms of: Syntactic/Content Complexity: C3>C4>C1>C2
Results – Comparison Group 2 Rankings of difficulty of picture sets C3>C4>C1>C2
Discussion +contextual support +reasoning demands -contextual support +reasoning demands Finding 1: More complex conditions produce more complex output. Reasoning demands C3C4
Discussion Finding 2: Gap between the “contrived complexity order” and the “observed order of output complexity” Contrived complexity: C4>C3>C2>C1 Observed complexity of linguistic output:C3>C4>C1>C2 Task intrinsic complexity: C3>C4>C1>C2 Task Internal complexity +/-picture +/-sequence
Discussion Finding 3: Patterns of variation differ for the experimental group vs. comparison group 1. Experimental group: Syntactic complexity: C4 C2 Content complexity: C1 C2 Comparison group 1: Syntactic complexity: C1 C2 Content complexity:C4 C2 Content complexity and form complexity are unequal.
Limitations and Next Steps Further data analysis Fluency as well as accuracy Lexical complexity Syntactic complexity in terms of S-nodes per T-unit
Conclusion The jury is still out. Task complexity is a complex notion requiring finer- grained analysis than has generally been given. More conceptual work is needed. IIn examining the relationship between task complexity and output complexity, there is a need to differentiate between content complexity and form complexity, and more importantly, to investigate how attention is allocated to form and content during task performance. TThere is a need to track down the differential impact of task- intrinsic complexity and contrived complexity MMore attention should be given to task-intrinsic complexity
Grading Complexity and difficulty Complexity dimensions Granular analysis of complexity (e.g., conceptualizer, formulator, and articulator) Effect size Perceptions of complexity