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Helping Teachers Meet Learner Needs
Through Innovative Online Diagnostic
            Assessment

  Jim Lantolf, Matt Poehner, Xiaofei Lu,
          Penn State University
  RumiaAbleeva, University of Georgia
  The project was funded by a grant from the U.S. Department of Education:
                               PO17A080071

           ACTFL Annual Conference. Denver. November 19, 2011
Outline of Presentation

• 1. Introduction to Dynamic Assessment: Ableeva
• 2. Online Test Logic: Lu
• 3. Demonstration: Lu &Ableeva
   – Chinese Listening Test
   – French Reading Test
• 4. Scoring Procedures & Learner Profile: Lantolf
• 5. Audience Questions & Discussion
Computerized dynamic assessment (CDA)
• Interventionist (standardized, scripted menu of
  mediating prompts)
• Mediation delivered via computer program rather
  than human mediator
• Context of computer-based test of L2 listening and
  reading comprehension in Chinese, French & Russian




                                                   3
Test design
• Each test item focuses on one or two specific
  language constructs, e.g.,
  – Phonetics, vocabulary, grammar, discourse, pragmatics
• Design of the mediating prompts guided by findings
  from the the interactive DA sessions




                                                            4
Test Design
• Each item includes four increasingly explicit prompts
  – Prompt 1: drawing learners’ attention to the most
    relevant segments
  – Prompt 2: drawing learner’s attention to the key language
    constructs of the item resided in those segments
  – Prompt 3: offering an explanation for the key language
    constructs
  – Prompt 4: offering the correct answer to the question
  – Each item also contains an explanation for the answer



                                                            5
Sample item 1: Chinese listening
Script
 男:您还有什么事?我马上要出去。
 女:那好,王厂长,改天我再来拜访你。

What does the man want to do?
A.   make a phone call
B.   visit the woman
C.   go out for dinner
D.   cook at home
E.   end the conversation


                                            6
Areas of difficulty for sample item 1
Script
 男:您还有什么事?我马上要出去。
 女:那好,王厂长,改天我再来拜访你。

• Areas of difficulty revealed from DA sessions
  – 出去 ‘go out’: students knew this word but failed to
    recognize it in listening
  – 改天 ‘another day’: students knew the characters but not
    the meaning of the compound word



                                                             7
Sample item 1: Presentation in the test




                                          8
                                          8
Sample item 1: Prompt 1




                          9
Sample item 1: Prompt 2




                          10
Sample item 1: Prompt 3




                          11
Sample item 1: Prompt 4 and explanation




                                          12
Sample item 2: French reading
• Language constructs
  – Grammar (primary): Past aspect (imperfective), negation
  – Discourse (Secondary): Relationship between a negative
    clause and a mais plutot clause




                                                              13
Sample item 2: Presentation in the test




                                          14
Sample item 2: Prompt 1




                          15
Sample item 2: Prompt 2




                          16
Sample item 2: Prompt 3




                          17
Sample item 2: Prompt 4




                          18
Sample item 2: Explanation
Although the author liked all aspects of the weekends at his grandparents'
house, his enjoyed the quiet evenings with his grandfather the most. The key
is the passage that starts with "Ce que j'aimais le plus" (what I liked the
most). The author states "ce n'était pas les les animaux" (it wasn't the
animals), "mais plutôt les soirées calmes avec mon grand-père" (but rather
the quiet evenings with my grandfather). He sets up an oppositions between
the negative "ce n'était pas les les animaux" with the "les soirées calmes avec
mon grand-père" by using the phrase "mais plutôt" (but rather).




                                                                              19
Individual Score on French Listening Assessment




• Mediated (i.e., prompted) score and Actual (i.e.,
  initial attempt to answer prior to prompting)
• NB: Maximum score possible on test is 60 (i.e., 4 x 15
  items)
Performance of Individual Student on French
               Listening Assessment




• X’s indicate level of prompts required by item. Highest score
  on each item = 4 (i.e., initial attempt to respond before
  prompts are provided)
Performance of Individual Student on French
               Listening Assessment




• We report the time it takes for a test taker to initially respond
  to each item and the time it takes for the individual to
  respond following each required prompt.
   – It took the individual here 23 seconds to provide an initial response
     and 5 seconds to respond to the first prompt. The individual provided
     the correct response (a) following the first prompt and therefore
     earned a score of 3 for the item
Group Performance on French Listening
                    Assessment




•   Group scores are reported for each item by the level of prompt required. Thus, of
    a total of 18 students who took the test (several students did not complete specific
    items and received a NA) 3 provided the correct response for item 1 on their initial
    attempt. They therefore received a score of 4. Three students required one prompt
    and received a score of 3; two required 2 prompts and received a score of 2; 1
    student required three prompts and received a score of 1 and 1 students was
    unable to provide the correct response after 4 prompts and received a score of 0.
Group Performance on French Listening Assessment




•   Scores are also reported by rubric. Thus, the first 5 items included in the final row are
    discourse relevant; the following 9 are relevant to grammar. The 5 items includes under
    Transfer represent difficult items that are included at the final five items in the test and
    are designed to determine the extent to which test takers may have learned during the
    test. Notice that the first two Transfer items (11, 12) are grammatical and the final three
    (13, 14, 15) are discourse.
     –   Notice that items 11, 12, and 14 were more difficult (as expected) given the low number of students that
         provided the correct response and their first attempt. Items 13 and 15 were easier as 8 and 6 students
         respectively provided a correct response on their initial try and only 2 and 4 students respectively required
         only a single prompt to produce a correct answer.
French Reading: Low Intermediate
 Group        N       Mean           SD     Min   Max


   FRA        23     47.478       11.712    20    60


  FRM         23     54.304        6.123    36    60

t=4.487   p< .001   ES = 2.151   r = .732
French Reading: High Intermediate
  Group         N        Mean           SD     Min   Max

   FRA          42      40.762         12.81    8    60

   FRM          42       51.31         6.809   31    60

t = 9.826   p< .001   ES (d = 1.028;
                      r = .457)
French Listening: High Intermediate
  Group        N            Mean         SD      Min   Max

   FLA         34           29.264      15.596    4    59

   FLM         34           44.382      11.311   17    59

t = 12.529   p< .001   ES (d = 1.109;
                       r = .485)
Chinese Reading: High Intermediate
  Group          N        Mean            SD     Min   Max


   CRA           81       47.654         23.3     8    96


   CRM           81       70.802         18.02   10    96


t = 19.585   p< .001   ES (d = .1.111;
                       r = .480)
Chinese Listening: Low Intermediate
  Group           N       Mean           SD      Min   Max


   CLA           71      42.592         25.977    0    92


   CLM           71      63.535         18.904    7    92


t = 15.367   P < .001   ES (d = .922;
                        r = .418)
Learning Potential Scores
• “…the learning potential score (LPS) has to reflect
  both gain made by the student from pre- to post-test
  and an absolute achievement score at the post-test”
  (Kozulin& Garb 2002: 121)
• LPS Sub-Groups
   – High > 1.0
   – Mid < .99; > .72
   – Low < .71
Learning Potential Scores: Chinese Reading
                    Test
                                 LPS
1.4000



1.2000



1.0000



0.8000



0.6000



0.4000



0.2000



0.0000
         0   10   20   30   40         50   60   70   80   90
LPS for French Listening Chinese Reading
                Assessment
ACTUAL SCORE   MEDIATED SCORE        LPS


     20              45             .729
     20              51             .854
     20              59             1.020
     24              49             .770
     24              60             1.000
     32              67             1.062
     48              75             1.062
Interpretation of LPS
• In the previous slide three students had the same ACTUAL score on the Chinese
  Reading Assessment: 20
   – Notice that they each generated a different LPS
        • One what low -- .729; one was moderate -- .854; and one was high –
          1.020
        • This indicates that they each reacted differently to mediation provided
          by the prompt
             – The first student had a mediated score of 45; the second had a
               mediated score of 51 and third had a mediated score of 59
             – LPS score then predicts how each student is likely to benefit from
               instruction, with a low LPS pointing to the need for more
               instruction and a high LPS indicating the need for less instruction in
               order for the learner to develop.
             – NB: These predictions must be supported by empirical research.
• Notice that two students with different actual scores (i.e., 32 & 48) have
  identical LPSs even though their respective mediated scores also varied. LPS is
  determined by relative difference between ACTUAL and MEDIATED score.
Tests Available Soon thru CALPER
• General information about dynamic
  assessment, including working paper and
  bibliography on CALPER’s webpage PROJECTS
• Second Edition of Dynamic Assessment:
  Teacher’s Guide (available for purchase on
  DVD for $20)
• http://calper.la.psu.edu/dyna_assess.php

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Helping Teachers Meet Learner Needs Through Innovative Online Diagnostic Assessment

  • 1. Helping Teachers Meet Learner Needs Through Innovative Online Diagnostic Assessment Jim Lantolf, Matt Poehner, Xiaofei Lu, Penn State University RumiaAbleeva, University of Georgia The project was funded by a grant from the U.S. Department of Education: PO17A080071 ACTFL Annual Conference. Denver. November 19, 2011
  • 2. Outline of Presentation • 1. Introduction to Dynamic Assessment: Ableeva • 2. Online Test Logic: Lu • 3. Demonstration: Lu &Ableeva – Chinese Listening Test – French Reading Test • 4. Scoring Procedures & Learner Profile: Lantolf • 5. Audience Questions & Discussion
  • 3. Computerized dynamic assessment (CDA) • Interventionist (standardized, scripted menu of mediating prompts) • Mediation delivered via computer program rather than human mediator • Context of computer-based test of L2 listening and reading comprehension in Chinese, French & Russian 3
  • 4. Test design • Each test item focuses on one or two specific language constructs, e.g., – Phonetics, vocabulary, grammar, discourse, pragmatics • Design of the mediating prompts guided by findings from the the interactive DA sessions 4
  • 5. Test Design • Each item includes four increasingly explicit prompts – Prompt 1: drawing learners’ attention to the most relevant segments – Prompt 2: drawing learner’s attention to the key language constructs of the item resided in those segments – Prompt 3: offering an explanation for the key language constructs – Prompt 4: offering the correct answer to the question – Each item also contains an explanation for the answer 5
  • 6. Sample item 1: Chinese listening Script 男:您还有什么事?我马上要出去。 女:那好,王厂长,改天我再来拜访你。 What does the man want to do? A. make a phone call B. visit the woman C. go out for dinner D. cook at home E. end the conversation 6
  • 7. Areas of difficulty for sample item 1 Script 男:您还有什么事?我马上要出去。 女:那好,王厂长,改天我再来拜访你。 • Areas of difficulty revealed from DA sessions – 出去 ‘go out’: students knew this word but failed to recognize it in listening – 改天 ‘another day’: students knew the characters but not the meaning of the compound word 7
  • 8. Sample item 1: Presentation in the test 8 8
  • 9. Sample item 1: Prompt 1 9
  • 10. Sample item 1: Prompt 2 10
  • 11. Sample item 1: Prompt 3 11
  • 12. Sample item 1: Prompt 4 and explanation 12
  • 13. Sample item 2: French reading • Language constructs – Grammar (primary): Past aspect (imperfective), negation – Discourse (Secondary): Relationship between a negative clause and a mais plutot clause 13
  • 14. Sample item 2: Presentation in the test 14
  • 15. Sample item 2: Prompt 1 15
  • 16. Sample item 2: Prompt 2 16
  • 17. Sample item 2: Prompt 3 17
  • 18. Sample item 2: Prompt 4 18
  • 19. Sample item 2: Explanation Although the author liked all aspects of the weekends at his grandparents' house, his enjoyed the quiet evenings with his grandfather the most. The key is the passage that starts with "Ce que j'aimais le plus" (what I liked the most). The author states "ce n'était pas les les animaux" (it wasn't the animals), "mais plutôt les soirées calmes avec mon grand-père" (but rather the quiet evenings with my grandfather). He sets up an oppositions between the negative "ce n'était pas les les animaux" with the "les soirées calmes avec mon grand-père" by using the phrase "mais plutôt" (but rather). 19
  • 20. Individual Score on French Listening Assessment • Mediated (i.e., prompted) score and Actual (i.e., initial attempt to answer prior to prompting) • NB: Maximum score possible on test is 60 (i.e., 4 x 15 items)
  • 21. Performance of Individual Student on French Listening Assessment • X’s indicate level of prompts required by item. Highest score on each item = 4 (i.e., initial attempt to respond before prompts are provided)
  • 22. Performance of Individual Student on French Listening Assessment • We report the time it takes for a test taker to initially respond to each item and the time it takes for the individual to respond following each required prompt. – It took the individual here 23 seconds to provide an initial response and 5 seconds to respond to the first prompt. The individual provided the correct response (a) following the first prompt and therefore earned a score of 3 for the item
  • 23. Group Performance on French Listening Assessment • Group scores are reported for each item by the level of prompt required. Thus, of a total of 18 students who took the test (several students did not complete specific items and received a NA) 3 provided the correct response for item 1 on their initial attempt. They therefore received a score of 4. Three students required one prompt and received a score of 3; two required 2 prompts and received a score of 2; 1 student required three prompts and received a score of 1 and 1 students was unable to provide the correct response after 4 prompts and received a score of 0.
  • 24. Group Performance on French Listening Assessment • Scores are also reported by rubric. Thus, the first 5 items included in the final row are discourse relevant; the following 9 are relevant to grammar. The 5 items includes under Transfer represent difficult items that are included at the final five items in the test and are designed to determine the extent to which test takers may have learned during the test. Notice that the first two Transfer items (11, 12) are grammatical and the final three (13, 14, 15) are discourse. – Notice that items 11, 12, and 14 were more difficult (as expected) given the low number of students that provided the correct response and their first attempt. Items 13 and 15 were easier as 8 and 6 students respectively provided a correct response on their initial try and only 2 and 4 students respectively required only a single prompt to produce a correct answer.
  • 25. French Reading: Low Intermediate Group N Mean SD Min Max FRA 23 47.478 11.712 20 60 FRM 23 54.304 6.123 36 60 t=4.487 p< .001 ES = 2.151 r = .732
  • 26. French Reading: High Intermediate Group N Mean SD Min Max FRA 42 40.762 12.81 8 60 FRM 42 51.31 6.809 31 60 t = 9.826 p< .001 ES (d = 1.028; r = .457)
  • 27. French Listening: High Intermediate Group N Mean SD Min Max FLA 34 29.264 15.596 4 59 FLM 34 44.382 11.311 17 59 t = 12.529 p< .001 ES (d = 1.109; r = .485)
  • 28. Chinese Reading: High Intermediate Group N Mean SD Min Max CRA 81 47.654 23.3 8 96 CRM 81 70.802 18.02 10 96 t = 19.585 p< .001 ES (d = .1.111; r = .480)
  • 29. Chinese Listening: Low Intermediate Group N Mean SD Min Max CLA 71 42.592 25.977 0 92 CLM 71 63.535 18.904 7 92 t = 15.367 P < .001 ES (d = .922; r = .418)
  • 30. Learning Potential Scores • “…the learning potential score (LPS) has to reflect both gain made by the student from pre- to post-test and an absolute achievement score at the post-test” (Kozulin& Garb 2002: 121) • LPS Sub-Groups – High > 1.0 – Mid < .99; > .72 – Low < .71
  • 31. Learning Potential Scores: Chinese Reading Test LPS 1.4000 1.2000 1.0000 0.8000 0.6000 0.4000 0.2000 0.0000 0 10 20 30 40 50 60 70 80 90
  • 32. LPS for French Listening Chinese Reading Assessment ACTUAL SCORE MEDIATED SCORE LPS 20 45 .729 20 51 .854 20 59 1.020 24 49 .770 24 60 1.000 32 67 1.062 48 75 1.062
  • 33. Interpretation of LPS • In the previous slide three students had the same ACTUAL score on the Chinese Reading Assessment: 20 – Notice that they each generated a different LPS • One what low -- .729; one was moderate -- .854; and one was high – 1.020 • This indicates that they each reacted differently to mediation provided by the prompt – The first student had a mediated score of 45; the second had a mediated score of 51 and third had a mediated score of 59 – LPS score then predicts how each student is likely to benefit from instruction, with a low LPS pointing to the need for more instruction and a high LPS indicating the need for less instruction in order for the learner to develop. – NB: These predictions must be supported by empirical research. • Notice that two students with different actual scores (i.e., 32 & 48) have identical LPSs even though their respective mediated scores also varied. LPS is determined by relative difference between ACTUAL and MEDIATED score.
  • 34. Tests Available Soon thru CALPER • General information about dynamic assessment, including working paper and bibliography on CALPER’s webpage PROJECTS • Second Edition of Dynamic Assessment: Teacher’s Guide (available for purchase on DVD for $20) • http://calper.la.psu.edu/dyna_assess.php