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Dr. Iain Doherty
Director, eLearning Pedagogical Support Unit
Centre for the Enhancement of Teaching and Learning
The University of Hong Kong
December 6, 2013

The Educational Gold Standard
What Can We Hope To Achieve with eLearning Research?
2

GOLD STANDARD
THE GOLD STANDARD IN EDUCATIONAL RESEARCH
3

WHY QUESTION?
Good question . . .
HKU is developing three Massive Open Online Courses (MOOCS), one of
which is being offered by the Li Ka Shing Faculty of Medicine.
MOOCS are throwing up a lot of questions and whilst past research offers
some answers there is clearly a need for MOOC specific research.
I sit in lots of meetings discussing research and I ask myself . . .
What kind of research should
we be conducting?
4

GOLD STANDARD
The idea of a gold standard brings to mind notions of clarity of hypotheses,
adequacy and rigor of research methods, robustness of conclusions etc.
These are not the issues that are addressed in this presentation . . .
At least not directly.
The issue for this presentation really concerns the goals of eLearning /
educational research.
But we should note that
quality of research has been
an issue in eLearning . . .
5

SAD TRUTHS
SOME SAD TRUTHS ABOUT
ELEARNING / EDUCATIONAL RESEARCH
6

Reeves (2000) talks about the generally shoddy nature of eLearning
research and cites substantial evidence for poor methodology and lack of
impact, for example:

“After reviewing nearly 500
papers related to
hypermedia and learning,
Dillon and Gabbard (1998)
identified 118 studies that
appeared to meet their
criteria for quantitative
studies examining the
effectiveness of hypermedia
in education . . . only 30
studies published between
1990 and 1996 met the
minimal criteria of scientific
merit for inclusion in the
literature review”.

Hypermedia and Learning

500 papers
Effectiveness of Hypermedia

118 studies
Minimal Criteria - Scientific Merit

30 studies

(Reeves, 2000)

Review showed little impact from
use of hypermedia
7

Even Worse…
Reeves says that
eLearning / educational
research tends to
occupy the bottom left
quadrant:.

Research inspired by considerations of use
No
Yes

Basic Research

Design Research

Yikes

Action Research

Yes
Research inspired by quest
for fundamental understanding
No

So, we need to remain cognizant of the quality of eLearning research.
Assuming quality – for now at least – we can take a straightforward
perspective on the gold standard for educational research.
8

The Easy Answer
There is a straightforward answer to the question

ANSWER
ONE

The gold standard is
research that improves the
teaching and learning
experience

ANSWER
TWO

This has to be true not just
in a local context but in
multiple contexts

The research has to
provide “theoretical”
insights as a basis for
further research?????

ANSWER
THREE

The improvements also
have to be sustained over
time and they have to be
scalable
9

The Easy Answer made Difficult
Theory
– “An idea or set of ideas that is intended to explain
facts or events”
– “the general principles or ideas that relate to a
particular subject”

Keep in mind the question whether
educational research has to contribute to
educational theory.
10

Direction
For Reeves we need to attend both to what we are doing and to
why we are doing it . . . (Reeves, 2000)
 Assuming clarity of goals, appropriate methodology, rigorous
application of method, clarity of findings, clear conclusions
 We need research that is immersed in the classroom / comes out
of the classroom
Teaching is messy (Brydon-Miller et al, 2003) and if we want to
research it we need to get our hands dirty.
11

ACTION RESEARCH
SHOULD WE AWARD THE GOLD STANDARD
TO ACTION RESEARCH?
12

Action Research
“In general, the demand from academic staff is for help with design –
for customisable, re-usable ideas, not fixed, pre-packaged solutions.
However, demand is also expressed in ways which emphasise academics’
strong sense of being time-poor. There is no visible demand for complex
methodologies, approaches which require substantial revision of existing
work practices, or methods which require mastery of complex skills or
specialised language”. (Goodyear, 2005, p.2)
“Action research can change current classroom practice. Certainly it is better
than merely presenting the research results of professionals, as teachers
must become personally involved in changing their classroom behavior, and
few teachers become personally involved in an issue of the Review of
Educational Research”. (Hodgkinson, 1957)
13
Action Research is in the classroom and involves systematic
observation and data collection (quantitative and / or qualitative) that
can be used by the practitioner-researcher to improve what is going
on in the classroom.

1
Identify
a problem

2
Create
a solution

3
Implement

4
Evaluate

5
Revise
accordingly
14
University of Wollongong Template Designs

Action Research
can be shared quickly
and easily through e.g.
a database of action
research designs.
(Laurillard, 2008)

Improvements are
sustainable in the local
context by the individual
teacher and scalable
through offering the
template designs to
other teachers.

Learning Activity Management System (LAMS)
15

Some people claim that action research is not
really research but just a form of evaluation.
However, it can be considered to be research if
results are shared so that others may draw their
own inferences. (Reeves, 2000)

Unlike “science” this is not
controlled experimentation that
takes variables into account

ACTION
RESEARCH

(Hodgkinson, 1957)

Unlike “science” work stops at
the practical solution with no
attempt to generalize
(Hodgkinson, 1957)

It sometimes
theorizes against
knowledge base
16

EPSU Action Research
EPSU has engaged in some action research with teachers:

FLIPPED
CLASSROOM
Faculty of Medicine

ONLINE
CASES
Department of
Pathology

LANGUAGE
LEARNING

GRADEMARK

School of Chinese

Faculty of Social
Sciences,
Centre for Applied
English Studies
17

Remember the Question Mark

Improve the
teaching and
learning
experience

Can be applied in
multiple contexts

2009)

(Chandler & Torbet 2003)

However, educational
action research is not
generally concerned with
drawing substantially on
theory.

Action
Research
It can provide
theoretical insights
as a basis for
further research
(Friedman & Rogers,

There are many varieties
of action research and
some do aim for
theoretical insights.

Can be sustained
over time and
is scalable

It is useful but not the
right approach for
researching the
complexity of MOOCS.
18

DESIGN RESEARCH
SHOULD WE AWARD THE GOLD STANDARD
TO DESIGN RESEARCH?
19
Researchers with . . .
[design research] goals
are focused on the dual
objectives of developing
creative approaches to
solving human teaching,
learning, and performance
problems while at the
same time constructing a
body of design principles
that can guide future
development efforts” .
(Reeves, 2000)

Design Research – like
action research – is carried
out in the classroom and this
is important in terms of
testing designs with respect
to what is really happening.
20

Empirical Versus Design Research

– Design research works off of what Sandoval refers to as design conjectures
(2004) = hypotheses.
– Based on familiarity with a body of knowledge + the actual teaching situation
researchers, teachers, students etc. come together to create a learning design
that is expected to behave in certain ways in the classroom.
– The “conjectures” are tested in the real world to determine if what was
conjectured is in fact the case.
21

Example of Design Research
– Conjecture that computer mediated situated learning
environment will lead to knowledge that students [pre-service
teachers in this case] can apply. (Herrington & Oliver, 2000; Herrington
& Oliver, 1999)

– Students develop mathematics assessment strategy.
– Herrington and Oliver identify 9 elements to a situated learning
environment and they ground these elements in the relevant
research literature.
22

Example of Design Research
– So the first point is that design research utilizes a lot of theory.
Very time intensive to put a research based design into practice.
– In this case the design research approach also required the
creation of a complex learning environment rich with resources.
– Take a look at the situated learning element again, this time with
the resources mapped against the element.
23
Run the design
experiment and
capture data from
observing students
interacting with the
multimedia
environment, from
reports produced by
the students and from
questionnaires.
Carry out data
analysis and report
findings.
24

Design Research

The clear benefit
here is that principles
are being developed
and tested out in the
environment that
matters

Research
is complex and
intensive with
a lot of data
gathering

The actual
situation is
incredibly complex
and messy and
multiple variables
will impact on the
learning design

However, there is a
positive here because
this is “real world” and
unexpected insights
occur!
25

Design Research can

Improve the
teaching and
learning
experience

Can be applied
in multiple
contexts [but not
generalizable to
multiple
contexts]

Provides
theoretical
insights as a
basis for further
research

Can be sustained over time and is
scalable? Requires a huge
commitment of time / resources
and tends not to be scalable
because others do not have the
inclination / time to put results into
practice / further the research.
26

CONCLUSIONS
27
OK, so the gold standard depends on perspective but there is one
key issue – the research has to make a difference in practice.
– Action research suits teachers + instructional designers +
management to some degree.

– Design research suits teaching intensive teachers + instructional
designers + management to some degree.
– Basic / theoretical research suits, well, researchers +
instructional designers who draw on it + management who have
to report research outputs.
28

Q&A
29

References
• Brown, A. L. (1992). Design Experiments:
Theoretical and Methodological Challenges in
Creating Complex Interventions in Classroom
Settings. The Journal of the Learning Sciences,
2(2), 141–148. Retrieved from
http://www.jstor.org/stable/1466837
• Brydon-Miller, M., Greenwood, D., & Maguire, P.
(2003). Why Action Research? Action Research,
1(1), 9–28. doi:10.1177/14767503030011002
• Chandler, D., & Torbert, B. (2003). Transforming
Inquiry and Action: Interweaving 27 Flavors of
Action Research. Action Research, 1(2), 133–152.
doi:10.1177/14767503030012002
30

References
• Collins, A., Joseph, D., & Bielaczyc, K. (2004).
Design Research: Theoretical and Methodological
Issues. The Journal of Learning Sciences, 13(1),
15–42. Retrieved from
http://www.jstor.org/stable/1466931 .
• Friedman, V. J., & Rogers, T. (2009). There is
Nothing so Theoretical as Good Action Research.
Action Research, 7(1), 31–47.
doi:10.1177/1476750308099596
• Goodyear, P. (2005). Educational Design and
Networked Learning: Patterns, Pattern Languages
and Design Practice. Australasian Journal of
Educational Technology. Retrieved from
http://www.ascilite.org.au/ajet/ajet21/goodyear.html
31

References
• Herrington, J., & Oliver, R. (1999). Using Situated
Learning and Multimedia to Investigate HigherOrder Thinking. Journal of Educational Multimedia
and Hypermedia, 8(4), 401–422. Retrieved from
http://www.aace.org/pubs/jemh/v8n4.htm
• Herrington, J., & Oliver, R. (2000). An Instructional
Design Framework for Authentic Learning
Environments. Educational Technology Research
and Development, 48(3), 23–48.
doi:10.1007/BF02319856
• Hodgkinson, H. L. (1957). Action Resarch - A
Critique. Journal of Educational Sociology, 31(4),
137–153. Retrieved from
http://www.jstor.org/stable/2264741
32

References
• Laurillard, D. (2008). The Teacher as Action
Researcher: Using Technology to Capture
Pedagogic Form. Studies in Higher Education,
33(2), 139–154. Retrieved from
http://dx.doi.org/10.1080/03075070801915908
• Oh, E., & Reeves, T. (2008). Design Research vs.
Instructional Systems Design: Implications for
Educational Technologists. In World Conference on
Educational Multimedia, Hypermedia and
Telecommunications 2008 (pp. 2119–2127). Vienna,
Austria: AACE. Retrieved from
http://www.editlib.org/index.cfm?fuseaction=Reader.
ViewAbstract&paper_id=28664
33

References
• Reeves, T. C. (2000). Enhancing the Worth of
Instructional Technology Research through “Design
Experiments” and Other Development Research
Strategies. In Annual Meeting of the American
Educational Research Association (pp. 1–15). New
Orleans, LA, USA. Retrieved from
http://it.coe.uga.edu/~treeves/
• Sandoval, W. A. (2004). Developing Learning
Theory by Refining Conjectures Embodied in
Educational Designs. Educational Psychologist,
39(4), 213–223. doi:10.1207/s15326985ep3904_3

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What Can We Hope To Achieve with eLearning Research?

  • 1. 1 Dr. Iain Doherty Director, eLearning Pedagogical Support Unit Centre for the Enhancement of Teaching and Learning The University of Hong Kong December 6, 2013 The Educational Gold Standard What Can We Hope To Achieve with eLearning Research?
  • 2. 2 GOLD STANDARD THE GOLD STANDARD IN EDUCATIONAL RESEARCH
  • 3. 3 WHY QUESTION? Good question . . . HKU is developing three Massive Open Online Courses (MOOCS), one of which is being offered by the Li Ka Shing Faculty of Medicine. MOOCS are throwing up a lot of questions and whilst past research offers some answers there is clearly a need for MOOC specific research. I sit in lots of meetings discussing research and I ask myself . . . What kind of research should we be conducting?
  • 4. 4 GOLD STANDARD The idea of a gold standard brings to mind notions of clarity of hypotheses, adequacy and rigor of research methods, robustness of conclusions etc. These are not the issues that are addressed in this presentation . . . At least not directly. The issue for this presentation really concerns the goals of eLearning / educational research. But we should note that quality of research has been an issue in eLearning . . .
  • 5. 5 SAD TRUTHS SOME SAD TRUTHS ABOUT ELEARNING / EDUCATIONAL RESEARCH
  • 6. 6 Reeves (2000) talks about the generally shoddy nature of eLearning research and cites substantial evidence for poor methodology and lack of impact, for example: “After reviewing nearly 500 papers related to hypermedia and learning, Dillon and Gabbard (1998) identified 118 studies that appeared to meet their criteria for quantitative studies examining the effectiveness of hypermedia in education . . . only 30 studies published between 1990 and 1996 met the minimal criteria of scientific merit for inclusion in the literature review”. Hypermedia and Learning 500 papers Effectiveness of Hypermedia 118 studies Minimal Criteria - Scientific Merit 30 studies (Reeves, 2000) Review showed little impact from use of hypermedia
  • 7. 7 Even Worse… Reeves says that eLearning / educational research tends to occupy the bottom left quadrant:. Research inspired by considerations of use No Yes Basic Research Design Research Yikes Action Research Yes Research inspired by quest for fundamental understanding No So, we need to remain cognizant of the quality of eLearning research. Assuming quality – for now at least – we can take a straightforward perspective on the gold standard for educational research.
  • 8. 8 The Easy Answer There is a straightforward answer to the question ANSWER ONE The gold standard is research that improves the teaching and learning experience ANSWER TWO This has to be true not just in a local context but in multiple contexts The research has to provide “theoretical” insights as a basis for further research????? ANSWER THREE The improvements also have to be sustained over time and they have to be scalable
  • 9. 9 The Easy Answer made Difficult Theory – “An idea or set of ideas that is intended to explain facts or events” – “the general principles or ideas that relate to a particular subject” Keep in mind the question whether educational research has to contribute to educational theory.
  • 10. 10 Direction For Reeves we need to attend both to what we are doing and to why we are doing it . . . (Reeves, 2000)  Assuming clarity of goals, appropriate methodology, rigorous application of method, clarity of findings, clear conclusions  We need research that is immersed in the classroom / comes out of the classroom Teaching is messy (Brydon-Miller et al, 2003) and if we want to research it we need to get our hands dirty.
  • 11. 11 ACTION RESEARCH SHOULD WE AWARD THE GOLD STANDARD TO ACTION RESEARCH?
  • 12. 12 Action Research “In general, the demand from academic staff is for help with design – for customisable, re-usable ideas, not fixed, pre-packaged solutions. However, demand is also expressed in ways which emphasise academics’ strong sense of being time-poor. There is no visible demand for complex methodologies, approaches which require substantial revision of existing work practices, or methods which require mastery of complex skills or specialised language”. (Goodyear, 2005, p.2) “Action research can change current classroom practice. Certainly it is better than merely presenting the research results of professionals, as teachers must become personally involved in changing their classroom behavior, and few teachers become personally involved in an issue of the Review of Educational Research”. (Hodgkinson, 1957)
  • 13. 13 Action Research is in the classroom and involves systematic observation and data collection (quantitative and / or qualitative) that can be used by the practitioner-researcher to improve what is going on in the classroom. 1 Identify a problem 2 Create a solution 3 Implement 4 Evaluate 5 Revise accordingly
  • 14. 14 University of Wollongong Template Designs Action Research can be shared quickly and easily through e.g. a database of action research designs. (Laurillard, 2008) Improvements are sustainable in the local context by the individual teacher and scalable through offering the template designs to other teachers. Learning Activity Management System (LAMS)
  • 15. 15 Some people claim that action research is not really research but just a form of evaluation. However, it can be considered to be research if results are shared so that others may draw their own inferences. (Reeves, 2000) Unlike “science” this is not controlled experimentation that takes variables into account ACTION RESEARCH (Hodgkinson, 1957) Unlike “science” work stops at the practical solution with no attempt to generalize (Hodgkinson, 1957) It sometimes theorizes against knowledge base
  • 16. 16 EPSU Action Research EPSU has engaged in some action research with teachers: FLIPPED CLASSROOM Faculty of Medicine ONLINE CASES Department of Pathology LANGUAGE LEARNING GRADEMARK School of Chinese Faculty of Social Sciences, Centre for Applied English Studies
  • 17. 17 Remember the Question Mark Improve the teaching and learning experience Can be applied in multiple contexts 2009) (Chandler & Torbet 2003) However, educational action research is not generally concerned with drawing substantially on theory. Action Research It can provide theoretical insights as a basis for further research (Friedman & Rogers, There are many varieties of action research and some do aim for theoretical insights. Can be sustained over time and is scalable It is useful but not the right approach for researching the complexity of MOOCS.
  • 18. 18 DESIGN RESEARCH SHOULD WE AWARD THE GOLD STANDARD TO DESIGN RESEARCH?
  • 19. 19 Researchers with . . . [design research] goals are focused on the dual objectives of developing creative approaches to solving human teaching, learning, and performance problems while at the same time constructing a body of design principles that can guide future development efforts” . (Reeves, 2000) Design Research – like action research – is carried out in the classroom and this is important in terms of testing designs with respect to what is really happening.
  • 20. 20 Empirical Versus Design Research – Design research works off of what Sandoval refers to as design conjectures (2004) = hypotheses. – Based on familiarity with a body of knowledge + the actual teaching situation researchers, teachers, students etc. come together to create a learning design that is expected to behave in certain ways in the classroom. – The “conjectures” are tested in the real world to determine if what was conjectured is in fact the case.
  • 21. 21 Example of Design Research – Conjecture that computer mediated situated learning environment will lead to knowledge that students [pre-service teachers in this case] can apply. (Herrington & Oliver, 2000; Herrington & Oliver, 1999) – Students develop mathematics assessment strategy. – Herrington and Oliver identify 9 elements to a situated learning environment and they ground these elements in the relevant research literature.
  • 22. 22 Example of Design Research – So the first point is that design research utilizes a lot of theory. Very time intensive to put a research based design into practice. – In this case the design research approach also required the creation of a complex learning environment rich with resources. – Take a look at the situated learning element again, this time with the resources mapped against the element.
  • 23. 23 Run the design experiment and capture data from observing students interacting with the multimedia environment, from reports produced by the students and from questionnaires. Carry out data analysis and report findings.
  • 24. 24 Design Research The clear benefit here is that principles are being developed and tested out in the environment that matters Research is complex and intensive with a lot of data gathering The actual situation is incredibly complex and messy and multiple variables will impact on the learning design However, there is a positive here because this is “real world” and unexpected insights occur!
  • 25. 25 Design Research can Improve the teaching and learning experience Can be applied in multiple contexts [but not generalizable to multiple contexts] Provides theoretical insights as a basis for further research Can be sustained over time and is scalable? Requires a huge commitment of time / resources and tends not to be scalable because others do not have the inclination / time to put results into practice / further the research.
  • 27. 27 OK, so the gold standard depends on perspective but there is one key issue – the research has to make a difference in practice. – Action research suits teachers + instructional designers + management to some degree. – Design research suits teaching intensive teachers + instructional designers + management to some degree. – Basic / theoretical research suits, well, researchers + instructional designers who draw on it + management who have to report research outputs.
  • 29. 29 References • Brown, A. L. (1992). Design Experiments: Theoretical and Methodological Challenges in Creating Complex Interventions in Classroom Settings. The Journal of the Learning Sciences, 2(2), 141–148. Retrieved from http://www.jstor.org/stable/1466837 • Brydon-Miller, M., Greenwood, D., & Maguire, P. (2003). Why Action Research? Action Research, 1(1), 9–28. doi:10.1177/14767503030011002 • Chandler, D., & Torbert, B. (2003). Transforming Inquiry and Action: Interweaving 27 Flavors of Action Research. Action Research, 1(2), 133–152. doi:10.1177/14767503030012002
  • 30. 30 References • Collins, A., Joseph, D., & Bielaczyc, K. (2004). Design Research: Theoretical and Methodological Issues. The Journal of Learning Sciences, 13(1), 15–42. Retrieved from http://www.jstor.org/stable/1466931 . • Friedman, V. J., & Rogers, T. (2009). There is Nothing so Theoretical as Good Action Research. Action Research, 7(1), 31–47. doi:10.1177/1476750308099596 • Goodyear, P. (2005). Educational Design and Networked Learning: Patterns, Pattern Languages and Design Practice. Australasian Journal of Educational Technology. Retrieved from http://www.ascilite.org.au/ajet/ajet21/goodyear.html
  • 31. 31 References • Herrington, J., & Oliver, R. (1999). Using Situated Learning and Multimedia to Investigate HigherOrder Thinking. Journal of Educational Multimedia and Hypermedia, 8(4), 401–422. Retrieved from http://www.aace.org/pubs/jemh/v8n4.htm • Herrington, J., & Oliver, R. (2000). An Instructional Design Framework for Authentic Learning Environments. Educational Technology Research and Development, 48(3), 23–48. doi:10.1007/BF02319856 • Hodgkinson, H. L. (1957). Action Resarch - A Critique. Journal of Educational Sociology, 31(4), 137–153. Retrieved from http://www.jstor.org/stable/2264741
  • 32. 32 References • Laurillard, D. (2008). The Teacher as Action Researcher: Using Technology to Capture Pedagogic Form. Studies in Higher Education, 33(2), 139–154. Retrieved from http://dx.doi.org/10.1080/03075070801915908 • Oh, E., & Reeves, T. (2008). Design Research vs. Instructional Systems Design: Implications for Educational Technologists. In World Conference on Educational Multimedia, Hypermedia and Telecommunications 2008 (pp. 2119–2127). Vienna, Austria: AACE. Retrieved from http://www.editlib.org/index.cfm?fuseaction=Reader. ViewAbstract&paper_id=28664
  • 33. 33 References • Reeves, T. C. (2000). Enhancing the Worth of Instructional Technology Research through “Design Experiments” and Other Development Research Strategies. In Annual Meeting of the American Educational Research Association (pp. 1–15). New Orleans, LA, USA. Retrieved from http://it.coe.uga.edu/~treeves/ • Sandoval, W. A. (2004). Developing Learning Theory by Refining Conjectures Embodied in Educational Designs. Educational Psychologist, 39(4), 213–223. doi:10.1207/s15326985ep3904_3