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Mark Andrew James Arizona State University Mark.A.James@asu.edu http:// www.public.asu.edu /~mjames6/ index.html. Exploring learning transfer in L2 writing education Department of English, Tamkang University June 6, 2012. What is learning transfer?.
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Mark Andrew James Arizona State University Mark.A.James@asu.edu http://www.public.asu.edu/~mjames6/index.html Exploring learning transfer in L2 writing educationDepartment of English, Tamkang UniversityJune 6, 2012
What is learning transfer? Learning transfer occurs “when learning in one context or with one set of materials impacts on performance in another context or with another set of materials” (Perkins & Salomon, 1994, p.6452). For example ... ... knowing how to ride a bicycle learning how to ride a motorcycle; ... learning math in school shopping outside school.
... a topic of widespread interest • Psychology: Learning transfer has been actively studied for over a century in psychology (Haskell, 2001). • Education: “When students cannot perform tasks only slightly different from those learned in class, or when they fail to appropriately apply their classroom learning in settings outside of school, then education is deemed to have failed” (Marini & Genereux, 1995, p.1). • Human resources development (HRD): U.S. corporations spent $58.5 billion on workplace training in 2007 (Training, 2007), with the obvious expectation that the results of this training would transfer to the workplace.
Learning transfer is a fundamental goal of L2 writing education • “[O]ne of the most important aspects of an EAP reading/writing class (or any ESL/EFL class) is the development of transfer of learning” (Johns, 1993, p.283) (emphasis mine). • “The goals of most English for academic purposes (EAP) writing classes are transcendent. That is, the usual purpose is to enable students to write better not for EAP writing classes but for academic purposes” (Leki & Carson, 1997, p.39) (emphasis mine).
How “far” learning transfers is important to discussions of writing and L2 writing pedagogy Far transfer ... -- Cognitive perspectives on writing (e.g., Flower & Hayes, 1981); -- Process-oriented approaches to writing instruction (Zamel, 1976); -- General writing skills instruction (GWSI) (Petraglia, 1995); -- English-for-general-academic-purposes (EGAP) instruction (Jordan, 1997); -- Language-for-specific-purposes “education” (Widdowson, 1984). Near transfer ... -- Sociocultural perspectives on writing (e.g., Russell, 1995); -- Genre-oriented approaches to writing instruction (e.g., Swales, 1990); -- Writing-in-the-disciplines (WID) programs (Bazerman et al., 2005); -- English-for-specific-academic-purposes (ESAP) instruction (Jordan, 1997); -- Language-for-specific-purposes “training” (Widdowson, 1984).
There is a need to understand how learning transfers in L2 writing education • “Positive findings of transfer, near and far, suggest that whether transfer occurs is too bald a question. It can, but often does not. One needs to ask under what conditions transfer appears” (Perkins & Salomon, 1994, p.6455) (emphasis mine).
There is a need to understand how learning transfers in L2 writing education • The most important question about the validity of genre-based instructional approaches is "whether, to what extent, and under what conditions skills acquired within one genre are transferable to another" (Swales, 1990, p.233) (emphasis mine); this is "a highly significant investigative issue" (p.234). • “[I]t is assumed that students will transfer skills from the [EAP class] to the content class examination, and then ultimately to their other content classes. But we do not know what conditions must exist for this positive transfer to take place.” (Snow, 1993, p.45) (emphasis mine).
What do we know about learning transfer in L2 writing education? Learning transfer can occur, but it is not inevitable (e.g., Leki & Carson, 1994; Leki, 1995; James, 2006). • “There is no guarantee that skills and strategies learned in an ESL program actually will be applied in new situations” (Spack, 1997, p.50); • “[T]ransfer from one domain to another is, at the very least, difficult for learners” (Tardy, 2006, p.92).
Learner Learning task Transfer task Learning context Transfer context Elements of learning transfer situations (from James, 2007, adapted from Marini and Genereux, 1995)
Learner Learning task Transfer task Learning context Transfer context Elements of learning transfer situations (from James, 2007, adapted from Marini and Genereux, 1995)
Background of study 1 • Context: English-for-general-academic-purposes writing (EGAP) instruction. • Targeted learning outcomes (e.g., using a writing process, using resources) and believed to be applicable across disciplines. • This is common in North American university settings. • Focus: Learning transfer. • Transfer is a fundamental goal of all EAP instruction, and with EGAP writing instruction, transfer is expected to be broad. • L2 and L1 writing scholars question EGAP writing instruction from a transfer perspective (Hyland, 2002; Leki, 2003; Russell, 1995; Wardle, 2007, 2009). • Empirical research has shed some light on this issue (e.g., Allen, 2008; James, 2008, 2009; Nelms & Dively, 2007; Spack, 1997), but the picture of how broadly learning transfers here remains unclear.
Research questions for study 1 Does learning transfer from EGAP writing instruction to other academic courses? If so, what transfers, and to where?
Research design for study 1 • Qualitative case study in 2007-2008 academic year. • Context: One section of a 2-semester freshman EGAP writing course at a large, urban university in the US. • Participants: 11 students (out of 19 in that section). • 10 freshmen, 1 sophomore; • average age 20; • 6 male, 5 female; • 5 different nationalities (most common South Korean [4 students]); • 5 different majors (most common business [6 students])
Data collection for study 1 • Two sources of data: • Interviews with students. Each student was interviewed 2 times in the fall semester and most were also interviewed 2 times in the spring semester. Each interview involved the same set of questions, focusing on whether the student tried to use anything learned or practiced in the EGAP course to do tasks in other courses. • Writing samples. Students were asked to provide examples of any writing they did (e.g., lab reports, essays, work sheets for tutorials, short answers on tests/quizzes, messages on online class discussion boards, etc.) for graded tasks in any of their courses. I gathered a total of 54 writing samples (11 from the EGAP course, and 43 from other courses).
Data analysis for study 1: Step 1 – interview transcripts • Units of analysis were coded for discipline, task type, and the kind of transfer, if any, that had been reported. • Example unit of analysis • Researcher: When you wrote that [brief explanation after a calculation in your math homework], did you think of [the EGAP course]? • Participant: [The EGAP course]? Yes. Yes, I wrote like, ‘‘nevertheless.’’ Yes. • Researcher: Really? • Participant: It’s like a transition word. Like that. • Researcher: So is ‘‘nevertheless’’ a transition word you practiced in [the EGAP course]? • Participant: Yes. • (Participant 1, interview 1)
Data analysis for study 1: Step 1 – interview transcripts • Units of analysis were coded for discipline, task type, and the kind of transfer, if any, that had been reported. • Example unit of analysis • Researcher: When you wrote that [brief explanation after a calculation in your math homework], did you think of [the EGAP course]? • Participant: [The EGAP course]? Yes. Yes, I wrote like, ‘‘nevertheless.’’ Yes. • Researcher: Really? • Participant: It’s like a transition word. Like that. • Researcher: So is ‘‘nevertheless’’ a transition word you practiced in [the EGAP course]? • Participant: Yes. • (Participant 1, interview 1) Discipline: “Natural sciences” Task type: “Explanation of calculation” Kind of transfer: “Establishing coherence”
Data analysis for study 1: Step 2 – writing samples • Samples were coded for discipline, task type, and whether each of 10 learning outcomes explicitly targeted in the EGAP course textbook had been applied.
Data analysis for study 1: Step 2 – writing samples • Samples were coded for discipline, task type, and whether each of 10 learning outcomes explicitly targeted in the EGAP course textbook had been applied. • 1. describing visually 2. stating personal significance • 3. narrating 4. using similes/metaphors • 5. framing 6. using temporal transitions • 7. using short sentences to 8. avoiding missing commas • draw reader’s attention after introductory elements • 9. avoiding fused sentences 10. using past perfect verb • tense accurately
Data analysis for study 1: Step 2 – writing samples • ... Indicator of transfer in writing samples: a student’s application of a given learning outcome (a) in the writing sample from the first major task in the EGAP course and (b) in a writing sample from a subsequent task in another course.
Data analysis for study 1: Reliability • Another researcher recoded 20% of the data (7 interview transcripts and 13 writing samples). Comparison of the other researcher’s coding decisions with the coding decisions I had made with the same data resulted in intercoder reliability values of 93% (interview transcripts) and 96% (writing samples).
Findings for study 1 • Research questions: Did learning transfer from this EGAP writing course to other academic courses? If so, what transferred, and to where?
Findings from study 1: Interview transcripts • Students reported 8 different kinds of transfer: • 1. Organizing (8 students, 15 tasks) • 2. Using resources (5 students, 8 tasks) • 3. Developing topics (4 students, 5 tasks) • 4. Establishing coherence (3 students, 4 tasks) • 5. Using appropriate syntactic patterns and devices (3 students, 4 tasks) • 6. Using a process (2 students, 5 tasks) • 7. Writing efficiently (2 students, 3 tasks) • 8. Using appropriate vocabulary (1 students, 1 task)
Findings from study 1: Interview transcripts • Example of reported transfer in the category organizing ... • Researcher: Why not think about [the EGAP course] when you did this task and the other task? • Participant: Why not? Maybe, I don’t know, but one thing, theintroduction and the main point and a conclusion thing, I used what I learned. • Researcher: Did you consciously, you thought ‘‘I should use an introduction, body, conclusion’’? • Participant: Yes, yes. • Researcher: When you thought about the structure, and introduction, body, conclusion, did you think about [the EGAP course] or did you think about learning back in Japan? • Participant: [The EGAP course]. • (Participant 9, interview 1)
Findings from study 1: Writing samples - Transfer across learning outcomes
Findings from study 1: Writing samples- Transfer across disciplines
Findings from study 1: Writing samples- Transfer across task types
Summary of study 1 • Learning in the EGAP writing course did transfer to other courses. • This transfer involved a variety of learning outcomes, helping add detail to our picture of transfer in EGAP writing education. • This transfer occurred across a broad range of task types and disciplines, helping add support to the position that EGAP instruction can lead to broad transfer. • This transfer was inconsistent, raising practical questions about the success of this EGAP writing instruction.
Learner Learning task Transfer task Learning context Transfer context Elements of learning transfer situations (from James, 2007, adapted from Marini and Genereux, 1995)
Learner Learning task Transfer task Learning context Transfer context Elements of learning transfer situations (from James, 2007, adapted from Marini and Genereux, 1995)
Study 2: Transfer climate • Transfer climate is the support for learning transfer that an individual perceives in the target context of instruction (Burke & Baldwin, 1999).
Study 2: HRD examples of transfer climate • In workplace training research, transfer climate involves workers’ perceptions of: (a) support from supervisors, coworkers, and/or supervisees in the form of ... • expectations that training outcomes will transfer; • demonstration of training outcomes; • encouragement to transfer training outcomes; • attention to connections between workplace and training; • positive reactions to transfer; • positive attitudes toward training. (b) personal outcomes of learning transfer (e.g., salary raises, promotions).
Study 2: Transfer climate in EAP education • Transfer climate seems relevant here because ... (a) the mainstream academic settings that EAP instruction prepares students for: • are similar to workplaces in that students have to do work (i.e., coursework) and deal with supervisors (i.e., instructors, TAs) and coworkers (i.e., classmates). • are complex and may present hurdles to learning transfer. (b) EAP educators are interested in understanding mainstream academic settings, and a transfer climate lens can help them do that.
Study 2: Definition and research question • The definition of transfer climate in EAP education is: • learners’ perceptions of characteristics of their mainstream academic courses that may facilitate or inhibit the application of learning outcomes from an EAP course. • The research question for this study is: • What can a transfer climate perspective reveal about challenges EAP students face in a mainstream academic setting?
Study 2: The setting • A 1-semester, 3-credit university EAP writing course. • 8 sections (with 19 students each) of the course were offered. • ... students from 5 of those sections participated. • All sections had 4 formal written assignments. • ... these assignments were 3-4 page essays involving self-reflection and/or primary/secondary research. • ... for each project, the students had to create a rough draft that was peer- and/or instructor-reviewed, and then revise the rough draft to create a final draft.
Study 2: The participants 52 students participated. Most were in their first year of university study. 29 were male and 23 were female. They represented 22 different nationalities, the most common being Saudi Arabian (12 participants), South Korean (11), Indian (5), and Chinese (3). They represented a range of majors, the most common being business (15 participants), engineering (11), and the natural sciences (5).
Study 2: Data collection • Each student participated in 1 semi-structured interview. The main questions were: • Do instructors in other courses ... • expect strong writing skills? • provide feedback on students’ writing skills? • react positively to your use of skills from the EAP course? • Are classmates in other courses concerned about writing? • Do instructors / classmates in other courses ... • use the same kind of writing you have been learning in the EAP course? • talk about connections between those courses and EAP courses? • encourage students to transfer learning from EAP courses? • have positive attitudes toward EAP courses? • Will using skills from the EAP course help you get higher grades and / or work faster in other courses?
Study 2: Data collection • Each student participated in 1 semi-structured interview. The main questions were: • Do instructors in other courses ... • expect strong writing skills? • provide feedback on students’ writing skills? • react positively to your use of skills from the EAP course? • Are classmates in other courses concerned about writing? • Do instructors / classmates in other courses ... • use the same kind of writing you have been learning in the EAP course? • talk about connections between those courses and EAP courses? • encourage students to transfer learning from EAP courses? • have positive attitudes toward EAP courses? • Will using skills from the EAP course help you get higher grades and / or work faster in other courses?
Study 2: Data collection • Each student participated in 1 semi-structured interview. The main questions were: • Do instructors in other courses ... • expect strong writing skills? • provide feedback on students’ writing skills? • react positively to your use of skills from the EAP course? • Are classmates in other courses concerned about writing? • Do instructors / classmates in other courses ... • use the same kind of writing you have been learning in the EAP course? • talk about connections between those courses and EAP courses? • encourage students to transfer learning from EAP courses? • have positive attitudes toward EAP courses? • Will using skills from the EAP course help you get higher grades and / or work faster in other courses?
Study 2: Data analysis • Quantitative: I coded each response as “yes”, “no”, “varied”, “don’t know”, or “unclear”. For example ... Researcher: Do your instructors expect strong writing skills? Student: In some courses they do, but in others, no. code: Varied. • Qualitative: I identified reasons students gave for unsupportive aspects of transfer climate and coded them into categories. For example ... Student: My professors don’t expect strong writing skills. I make grammar mistakes on my lab reports, and they don’t take off any marks. code: No connection between language use and grades.
Study 2: Findings from quantitative analysis Student’s response
Study 2: Findings from quantitative analysis Student’s response
Study 2: Findings from quantitative analysis Student’s response
Study 2: Findings from quantitative analysis Student’s response
1. Explicit negative reference to EAP writing courses Researcher: What about other students? [How do they feel about EAP writing courses?] Student: Some of my friends took [another EAP writing course]. They told me it is kind of a waste of time. So they feel negative. (Student 12)
2. Explicit negative reference to academic writing Researcher: How do you think your professors feel about freshman writing courses? Student: Some I would say, my math teacher, she doesn't feel too good about it, kind of negative, being in math and all. Researcher: How do you know that? Student: I remember when she said, “the writing”, she said, “this is the only writing, I'm sorry, this is the only writing you will ever have to do in math. I was never good in writing.” She was explaining the course. She said, “in this part of the course, you'll have to do a little bit of writing, and I'm sorry for that.” (Student 23)
3. Effective language use Researcher: Do you think the students are concerned about writing skills? Student: I don't know. No, I don't think so. Researcher: Why do you think they're not? Do they say anything? Have you heard anything? Student: I think for them, most of the students I know, they are native English speakers. So they're not very concerned about English. They know it, so they use it very easily. It's not a big thing. (Student 2)
4. Ineffective or careless language use Student: So I don't think some of them are positive, because they are always absent, they come late to the class. And they do their projects and homework in really short time. So they don't spend that much time. (Student 18)
5. Little or no connection between language use and grades Researcher: How do you know [instructors] don't expect students to have good writing skills? Student: Yes, I sometimes write my opinion in [a Human Services courses] casually, and sometimes I make a mistake with grammar, but she doesn't care. She gives me full points. (Student 19)