=Paper= {{Paper |id=Vol-1841/E02_95 |storemode=property |title=The Importance of Forum Interaction and Success Rates in Language MOOCs |pdfUrl=https://ceur-ws.org/Vol-1841/E02_95.pdf |volume=Vol-1841 |authors=Elena Martín-Monje,Timothy Read,Elena Barcena |dblpUrl=https://dblp.org/rec/conf/emoocs/Martin-MonjeRB17 }} ==The Importance of Forum Interaction and Success Rates in Language MOOCs== https://ceur-ws.org/Vol-1841/E02_95.pdf
                                         Proceedings of EMOOCs 2017:
      Work in Progress Papers of the Experience and Research Tracks and Position Papers of the Policy Track



The importance of forum interaction and success rates in
                  Language MOOCs

                      Elena Martín-Monje, Timothy Read, Elena Barcena

           Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
    emartin@flog.uned.es, tread@lsi.uned.es, mbarcena@flog.uned.es



          Abstract. This article explores the relevance of forums for Language MOOC
          (LMOOC) based learning. The role of forums is analysed in the general context
          of online learning and MOOCs, where forums are often the only tool available
          for students to obtain help and support from peers and teachers. A case study-
          based analysis is then presented which provides evidence towards the existence
          of a correlation between forum interaction and student success in an LMOOC
          (measured in terms of the correct completion of learning activities).

          Keywords: language MOOCs, LMOOCs, forums, interaction, course success


1         Introduction
Although research on online learning practice is currently focusing on social net-
works, for many reasons including their ease of use and large scale adoption in gen-
eral, their structure and dynamics have similarities with online forums, which have
been used since the very beginning of the Internet1. Forums can be seen to be modern
agorae, i.e., online discussion tools where people can hold conversations or just inter-
act with other people by posting typically textual messages and sharing files. The
value of forums largely depends upon their technical sophistication, underlying im-
plementation, and platform where they are located. The number, structure and func-
tionality of forums in a given course also depend on other factors, such as institutional
policy, course templates, and teacher design.
   Authors such as Lamy & Goodfellow [9] argue that forum interactions can pro-
mote cohesion and learning. They also note the importance of online tutors in this
process, who help by encouraging students to reflect upon tasks that they undertake
and to participate in relevant discussions. Curtis & Lawson [7] explore the nature of
learning in online forums and present evidence to support the existence of effective
collaboration. They note that the nature of forums, how messages are organised and
easily available to students facilitate collaborative learning in a way in which it would

1
    Empirical data for this paper have been collected from the MOOC “How to succeed in the Eng-
    lish B1 Level Exam”, designed within the EU-funded ECO Project (Elearning, Communication
    and Open-data Massive Mobile, Ubiquitous and Open Learning, 2014-2017; grant no. 21127).
    The research presented has been undertaken with the support of the Spanish Ministry of Educa-
    tion and Science (MEC) in the context of the SWITCHED-ON Project (FFI2016-80613-P).


                                                         10
                                       Proceedings of EMOOCs 2017:
    Work in Progress Papers of the Experience and Research Tracks and Position Papers of the Policy Track


not have been possible with other tools such as email. In a similar way, Barcena et al.
[3] explore the interpersonal dynamics in online course forums, and identify the risk
of miscommunication between students which requires the expert assistance of tutors.
   This article addresses the relevance of forums for online language learners, where
the role of the target language is three-fold: firstly, the vehicle of communication;
secondly, the subject of the discussions undertaken therein; and thirdly, the learning
goal. Specifically, the article focuses on forums in Language MOOCs (henceforth,
LMOOCs), the most attractive, criticized and polemic of all types of online language
courses. Their potential for open and large scale interaction presents enormous chal-
lenges in providing sufficient structure and support for the students to carry on partic-
ipating actively and thus benefiting from the course.


2       Forums in online second language learning

The importance of intercommunication as part of the learning process has been em-
phasized for some time, more so than just individual knowledge assimilation. This is
particularly true for second language learners, whose communicative competences
and skills are developed by social interaction online between the students and with the
teachers [13]. Forums are considered a standard resource for online second language
learning [8, 10, 6]. Their manageability allows the teacher to provide not only feed-
back on the content of the students’ messages, but also on their actual use of language
in a comparable way to how it is done in a classroom situation.
    MOOCs represent an important step forward in the evolution of online learning,
for many reasons including the very fact that they are more open to a wider range of
learners than their closed course counterparts. This is particularly relevant to language
learning since LMOOCs provide a remarkable opportunity to access heterogeneous
profiles of interlocutors for the students to practice with. Therefore, it is inevitable
that forum use in MOOCs and LMOOCs has already received some attention in the
literature. The MOOC phenomenon has provided a new area of application for forums
where their use is the main tool that students have for interaction. Castrillo [5] notes
that in order to avoid the confusion characteristic of multiple-threaded forum debates,
it is necessary to add structure to the forums in terms of categories, subcategories and
subject threads, which allows for a more intuitive distribution of topics. Bali [2] indi-
cates that MOOCs often have busy discussion forums where course notes can be
shared, questions asked and answered, and topics related to the course discussed.
Forum participation can be more productive in terms of learning outcomes than just
following the course.
    As well as the general benefits of forums for MOOC students in general, specific
research has presented the additional benefits for LMOOCs, including target language
practice, focus on target language structure and usage, and the incorporation of con-
text and pragmatics [11]. Barcena et al. [3] note the value of participating in forums in
LMOOCs. They developed a series of activities to foster collaborative learning there,
firstly, in the forum, and secondly, via peer-to-peer (henceforth, P2P) activities. How-
ever, they go on to note that out of the 925 active forum users, half of them only post-


                                                       11
                                       Proceedings of EMOOCs 2017:
    Work in Progress Papers of the Experience and Research Tracks and Position Papers of the Policy Track


ed one message, and around 3% posted more than ten. Beaven et al. [4] argue that the
effectiveness of the forum activity in their LMOOC was related to the authentic na-
ture of the learning tasks, acting as “precursors” to discussions. They also note the
importance that the connection of the forum with other parts of the course has for
meaningful student interaction (directly related to the learning tasks) to take place.
Read & Barcena [12] claim that while LMOOCs are becoming more mobile, in terms
of their deployment for mobile devices, forums are still relevant and significant learn-
ing mechanisms.


3       Methodology and context
The objective of this research was to study the relationship between student forum
performance and successful completion of LMOOCs. A case study was undertaken of
the LMOOC “How to succeed in the English B1 Level Exam”. To this end, the ap-
proach adopted was bottom-up, moving from observation and data collection towards
a more theoretical and broader generalization, in an attempt to detect patterns and
develop some conclusions. Both quantitative and qualitative data collection tools were
used. The former involved the use of learning analytics provided by the MOOC plat-
form. The latter came from the results of a final questionnaire, which included items
about how online participation in discussion forums had been promoted throughout
the course, and about the perceived usefulness of that type of social interaction.
   The first edition of the LMOOC “How to succeed in the English B1 Level Exam”
took place at the end of 2015. It consisted of six modules (one per week) and involved
a combination of theoretical content and practical activities. Social interaction was
actively promoted in the 8 forums of the course. There was one forum devoted to each
of the modules plus a general one for technical issues and another one for methodo-
logical questions related to the successful completion of the course. Another resource
for social interaction in the LMOOC was its Facebook group, which encouraged the
development of an English as a Foreign Language learning community. There was
also an element of gamification to heighten engagement, and participants could obtain
up to 7 badges for various achievements (e.g. submission of P2P activities or comple-
tion of the initial and final questionnaire). In its first edition, there were 8,208 partici-
pants registered, 65% (5,359) of whom actually started the course, and of those 12 %
(644) successfully completed it. As for the student profile, the vast majority of partic-
ipants were Spanish (91.6%), female (60.5%), and in their late thirties (37.6 was the
average age). Most of them had at least one degree (53.6% with a BA/Bsc, MA/MSc
or similar) and were employed (56.8%).


4       Data analysis
Regarding the number of posts in the discussion forums, it should be noted that the
level of interaction was low for a “truly massive” online course like this one: there
was a total of 1,161 messages divided as follows: 250 forum guideline posts; 54 gen-
eral forum posts; 505 module 1 forum posts; 100 module 2 forum posts; 87 module 3


                                                       12
                                          Proceedings of EMOOCs 2017:
       Work in Progress Papers of the Experience and Research Tracks and Position Papers of the Policy Track


forum posts; 80 module 4 forum posts; 44 module 5 forum posts; and 41 module 6
forum posts. For this article, the authors have identified the participants who wrote 5
or more messages (established as a cut off for demonstrating course commitment) in
the discussion forums and have analysed their performance in the MOOC, seeking to
identify interaction and learning patterns, taking into account the Anderson et al. [1]
classification of engagement profiles in MOOCs: all-rounders (students who both
watch the video lectures and hand in the assignments), viewers (students who mainly
watch the videos), solvers (students who mainly hand in the assignments), collectors
(students who mainly download lectures) and bystanders (students who undertake
very little activity). In order to gain a better understanding of participants’ learning
experience in the LMOOC, the data analysis has focused on their engagement with
learning materials (access to video-classes, online texts, and the download of extra
resources), and the submission of tasks and P2P activities. Table 1 shows the descrip-
tive statistics for the different learning resources and task submissions.

           Table 1. The relation between learning object engagement and task submission

                     Video               Online text         Document            Task                P2P sub-
                            2                                                                        mission
                     access              access              download            submission
No.                      6449                3419                3009                2766                1392
Mean                     9.53                5.17                5.33                1.84                2.23

   Of all the LMOOC participants, those who actively engaged in online interaction
(previously established as having posted at least 5 messages) were selected for the
case study (25). Most of these students (14) posted just 5 messages and the one who
sent most messages wrote a total of 17 (roughly 2 per forum). When tracking their
overall progress, it can be seen that they performed exceptionally well in the course.
The lowest mark achieved was 72.3%. Table 2 shows the results for these 25 partici-
pants, defined as “heavy forum users” of the discussion forums in this LMOOC.

                   Table 2. Performance of „heavy forum users“ in discussion forums

                     Video               Online text         Document            Task                P2P sub-
                     access              access              download            submission          mission
No.                     25                  25                 22                   24                   25
Lost val.               0                   0                  3                    1                    0
Mean                    45.40               15.28              14.91                3.63                 3.96

   A Student’s t-test was performed in order to compare the means in the two sets,
and the results obtained show that the difference between means is significant. The
qualitative analysis provided by the final questionnaire helped complement the analy-
sis of the participants’ learning behavior. When asked about their perception of social
interaction in the LMOOC and the peer support received, they rated it quite positively
(59.05% considered it good or excellent). As for the posts and comments made by

2
    The data on access in this article reflects the no. of accesses, not the no. of participants. A partic-
    ipant may access these resources more than once.


                                                          13
                                       Proceedings of EMOOCs 2017:
    Work in Progress Papers of the Experience and Research Tracks and Position Papers of the Policy Track


their peers, although they were few, they were well received (55.79% rated them as
good or excellent). Finally, participants were also queried about their perception of
the work shared and revised in the P2P activities, and once again it was considered to
be mostly good or excellent for promoting participation online (52.53%).


5       Discussion and conclusion
This article presented evidence from the literature on the way in which forum activity
can support learning in online courses. It went on to present the relevance of such
activity for second languages, and finally focused on MOOCs and LMOOCs, where
forums are often the only tool available for students to obtain help and support from
peers and teachers. A case study-based analysis was subsequently undertaken on the
relation between forum interaction and student success (defined in terms of the com-
pletion of the course, accomplishing 50% or more of the learning activities therein) in
an LMOOC.
   The tally of forum posts in the LMOOC under study revealed, firstly, that online
interaction and discussion was very low in general, and secondly, that those who were
active in the forum succeeded in the LMOOC without exception! The identified group
of “heavy forum users” would be considered closest to “all-rounders” (as per [1]), i.e.,
the “top students” of the group, who balance watching video classes and the use of
other learning objects with the handing in of assignments, which were subsequently
marked as being correct. Furthermore, “heavy forum users” accessed all the learning
resources in the course more often than the average student, which provides additional
evidence towards the existence of a correlation between pro-active forum participa-
tion and eventual course success.
   The authors of this article had previously reflected on the importance of these high-
ly motivated, engaged students and defined them as “e-leading students” (or eLSs
[3]), and the research described herein complements this work by showing that social
engagement in forums promotes commitment to other learning objects within
LMOOCs. Pro-active forum participation had been studied in the literature in terms of
lower attrition rates (e.g., [13]), but not of successful course performance. It is clear,
particularly from the qualitative analysis of the questionnaire, that course participants
themselves perceive discussion forums as a positive element in their LMOOC experi-
ence. However, some future action must still be taken to overcome the difficulties
highlighted in this article and boost the active participation of students in the discus-
sion forums. A more in-depth analysis of the posts generated by “heavy forum users”
would be of interest, looking at the type of messages that they write (questions, an-
swers, comments to previous questions, comments to previous answers, general ob-
servations, requests, etc.), so that the instructional designers of LMOOCs can attempt
to promote these influential factors. Finally, future research should attempt at extend-
ing the engagement styles proposed by [1], once checked their relevance in the lan-
guage learning domain, to include the analysis presented here with regard to the type
of LMOOC forum users and the notion of “e-leading students”, also developed by the
authors [3], since they all focus on complementary MOOC didactic and communica-



                                                       14
                                       Proceedings of EMOOCs 2017:
    Work in Progress Papers of the Experience and Research Tracks and Position Papers of the Policy Track


tion tools. This work should provide a finer grained model of LMOOC users, which
would better enable teachers to design and prepare effective courses.


References
 1. Anderson, A., Huttenlocher, D., Kleinberg, J. & Leskovec, J. (2014). Engaging with mas-
    sive online courses. WWW’14 Proceedings of the 23rd international conference on World
    wide web (pp. 687-698). New York: ACM.
 2. Bali, M. (2014). MOOC pedagogy: gleaning good practice from existing MOOCs. Journal
    of Online Learning and Teaching, 10(1), 44.
 3. Barcena, E.; Martín-Monje, E.; Read, T. (2015). Potentiating the human dimension in
    Language MOOCs. Proceedings of the European Stakeholder Summit on experiences and
    best practices in and around MOOCs, EMOOCs 2015 (pp.46-54).
 4. Beaven, T., Codreanu, T. & Creuzé, A. (2014). Motivation in a language MOOC: issues
    for course designers. In E. Martín-Monje & E. Barcena (Eds.) Language MOOCs: Provid-
    ing Learning, Transcending Boundaries (pp. 48–66). Berlin: De Gruyter Open.
 5. Castrillo, M. D. (2014). 5 Language Teaching in MOOCs: the Integral Role of the Instruc-
    tor. In E. Martín-Monje & E. Barcena (Eds.), Language MOOCs: Providing learning,
    transcending boundaries (pp. 67-90). Berlin: De Gruyter Open.
 6. Connolly, T. M., Stansfield, M., & Hainey, T. (2011). An alternate reality game for lan-
    guage learning: ARGuing for multilingual motivation. Computers & Education, 57(1),
    1389-1415.
 7. Curtis, D.D. and Lawson, M.J. 2001. Exploring collaborative online learning. Journal of
    Asynchronous Learning Networks, 5, 21–34.
 8. Lai, C. (2011). Self-regulated out-of-class language learning with technology. Computer
    assisted language learning, 24(4), 317-335.
 9. Lamy, M.-N. and Goodfellow, R. 1999. Supporting language students' interactions in web-
    based conferencing. Computer Assisted Language Learning, 12, 457–477.
10. Levy, D. (2011). Lessons learned from participating in a connectivist massive online open
    course (MOOC). Proceedings of the Chairs conference on instructional technologies re-
    search 2011: Learning in the technological era. (pp. 31-36).
11. Martín-Monje, E., & Barcena, E. (Eds.). (2015). Language MOOCs: providing learning,
    transcending boundaries. Berlin: De Gruyter Open.
12. Read, T., & Barcena, E. (2015). Toward Mobile Assisted Language MOOCs. In A. Mes-
    quita & P. Peres (eds.) Furthering Higher Education Possibilities through Massive Open
    Online Courses (pp. 225-243). Hershey: IGI Global.
13. Yang, Y., & Lin, N. C. (2010). Internet perceptions, online participation and language
    learning in Moodle forums: A case study on nursing students in Taiwan. Procedia - Social
    and Behavioral Sciences, 2(2), 2647-2651.




                                                       15