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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Strategic Learner Training for the Merge of Language Learning and Crowdsourcing</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Elżbieta Gajek</string-name>
          <email>e.gajek@uw.edu.pl</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>University of Warsaw Institute of Applied Linguistics</institution>
          ,
          <addr-line>55 Dobra Street, Warsaw</addr-line>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2018</year>
      </pub-date>
      <fpage>24</fpage>
      <lpage>25</lpage>
      <abstract>
        <p>There is a need for learner training on how to use digital tools and materials for effective learning languages. Numerous studies indicate that learners require encouragement and support to be autonomous and efficient in the use of ICT in language learning. Developing strategy training courses for both learners and teachers, as both need to be convinced that their digital activity is beneficial for developing their language skills and knowledge. Strategy training helps to prevent anxiety and ineffective use of technology. Basing on the research in language learning strategies and digital learning strategies the article suggests some language learning strategies with the use of crowdsourcing.</p>
      </abstract>
      <kwd-group>
        <kwd>Language learning strategies</kwd>
        <kwd>Digital learning strategies</kwd>
        <kwd>Learner training</kwd>
        <kwd>Crowdsourcing</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>
        Assuming that for effective use of any tools and procedures
requires learner training the text presents an approach to
identification of learning strategies in a specific
collaborative digital environment, in which crowdsourcing
is implemented. Even digital natives are not able to use
online tools proficiently and to their best advantage for the
purpose of learning
        <xref ref-type="bibr" rid="ref21 ref45">(Jeffrey et al., 2011; Thorne, 2003)</xref>
        .
Technologies “can only be effective if they are in the hands
of students who know what to do with them”
        <xref ref-type="bibr" rid="ref6">(Figura,
Jarvis, 2007: 457)</xref>
        and that effective use of technologies
requires learners to possess certain skills, strategies and
attitudes
        <xref ref-type="bibr" rid="ref20">(Hubbard, 2004)</xref>
        . The results of the research on
the use of language learning strategies and the digital
learning strategies among young adult learners of English
        <xref ref-type="bibr" rid="ref8">(Gajek, Michońska-Stadnik, 2017)</xref>
        demonstrate the role of
the teacher in the process of developing strategic approach
to language learning. Although students may intuitively
develop their own strategies when they use a new tool, they
do it more effectively if they are aware and trained in the
strategic use of tools. For example, they use mobile phones
in-campus and outside in very different ways but in the
same categories
        <xref ref-type="bibr" rid="ref7">(Gajek, 2016)</xref>
        . In distance learning online,
the more strategies students know the more autonomous
they are in developing their own learning strategies
        <xref ref-type="bibr" rid="ref52">(White,
1995: 44; 2003: 141)</xref>
        . There are also many studies which
show that teacher training for online learning environments
is necessary to enhance the effectiveness of online learning
        <xref ref-type="bibr" rid="ref12 ref14 ref51">(Ernest et al. 2013; Guichon, 2009; Hampel, Stickler 2005;
Wang et al. 2010)</xref>
        . Thus, learner training introduced by
language teachers will make crowdsourcing more familiar
and effective to students.
Language learning strategies (LLS) have been discussed
since Joan
        <xref ref-type="bibr" rid="ref39">Rubin (1975)</xref>
        noticed actions of behaviours
which good learners perform to achieve a success in
learning. Then
        <xref ref-type="bibr" rid="ref42">Stern (1975)</xref>
        , Naiman, Fröhlich, Stern and
Todesco (1996) characterized the good learner’s activities
in more detail. Later the interest in language learning
strategies grew
        <xref ref-type="bibr" rid="ref27 ref30 ref31 ref33 ref34 ref47">(Bialystok, 1978; O’Malley et al., 1985;
Wenden, 1986; Rubin, 1987; Oxford, 1989; O’Malley and
Chamot, 1990, Oxford, 1990; Michońska-Stadnik, 1996)</xref>
        .
The taxonomies become more and more extended.
In the most widely known taxonomy
        <xref ref-type="bibr" rid="ref34">(Oxford, 1990)</xref>
        strategies are divided into Direct strategies and Indirect
Strategies. Direct strategies cover Memory strategies,
Cognitive strategies and Compensation strategies. While
indirect strategies cover Metacognitive strategies,
Affective strategies and Social strategies.
      </p>
      <p>
        Researchers emphasise the role of strategy training in the
context of individual learner variables
        <xref ref-type="bibr" rid="ref35">(Oxford, Scarcella,
1994)</xref>
        . Then, the interest in strategies decreased slightly.
However, some new insights were introduced in the
extended S2R Model which involves the role of learners’
culture
        <xref ref-type="bibr" rid="ref36">(Oxford 2011)</xref>
        which revitalize the interest in
strategies and strategy training. Finally,
        <xref ref-type="bibr" rid="ref11">Griffiths (2013</xref>
        :15)
concludes “Language learning strategies are activities
consciously chosen by learners for the purpose of
regulating their own language learning”.
      </p>
      <p>3.</p>
    </sec>
    <sec id="sec-2">
      <title>Digital Learning Strategies</title>
      <p>
        Although LLS have become a core in teacher training
courses, their use in a digital environment is not so
wellknown. Joan
        <xref ref-type="bibr" rid="ref40">Rubin (1988</xref>
        , 1996) was an author of a popular
digital video disk for language learning. This technology
got outdated soon, and the strategic approach it had
introduced was abandoned. Although many researchers
        <xref ref-type="bibr" rid="ref28 ref31 ref34 ref43 ref47 ref5">(Wenden, 1986; O’Malley and Chamot, 1990; Oxford,
1990; Shorrocks, 1991; Ellis, 1994; Mitchell and Myles,
1998)</xref>
        emphasized the need for the use of strategies
out-ofclass, the language teachers in the eighties and nineties of
the previous century rarely recognized digital environment
as a place where strategies could be utilized. But research
on LLS in CALL (Computer Assisted Language Learning)
has continued
        <xref ref-type="bibr" rid="ref1 ref13 ref15 ref16 ref18 ref2 ref24 ref26 ref46">(Chapelle and Mizuno, 1989; Hagen, 1994;
Harris, 2003; Hauck and Hampel, 2008; Huang, Chern and
Lin, 2009; Li, 2009; Pujolá, 2002; Ulitsky, 2000; Chapelle,
2000)</xref>
        . Recent approaches discuss the role of strategies
embedded in the digital tools
        <xref ref-type="bibr" rid="ref46">(Ulitsky, 2000)</xref>
        , strategic
creativity of learners
        <xref ref-type="bibr" rid="ref50">(Yoon and Jo, 2014)</xref>
        as well as the
influence of context on learners’ behaviour
        <xref ref-type="bibr" rid="ref19">(Huang and
Sheng Yi, 2016)</xref>
        . The application of strategies in using
online dictionaries and corpus based learning is widely
investigated
        <xref ref-type="bibr" rid="ref10 ref24 ref25 ref25 ref3 ref32 ref32 ref44 ref48 ref49 ref49 ref9 ref9">(Charles, 2007; Gaskell and Cobb, 2004;
Gilmore, 2009; Kennedy and Miceli, 2010; Lee and Chen,
2009; Lee and Swales, 2006; O’Sullivan and Chambers,
2006; Sun, 2007; Yoon, 2008; Yoon and Hirvela, 2004)</xref>
        .
Also the selection of digital tools available for the learners
in the light of their strategic use has been discussed
        <xref ref-type="bibr" rid="ref23 ref8">(Kukulska-Hulme, 2009; Bekleyen and Yilmaz, 2012,
Gajek and Michońska-Stadnik, 2017)</xref>
        .
      </p>
      <p>4.</p>
    </sec>
    <sec id="sec-3">
      <title>Learner Strategic Training for</title>
    </sec>
    <sec id="sec-4">
      <title>Crowdsourcing</title>
      <p>As the studies presented above justify the need for learner
strategy training both for language learning and for
innovative approaches to the use of technology for
pedagogical purposes. There is also a need for learner
training for combining crowdsourcing and language
learning.
4.1</p>
    </sec>
    <sec id="sec-5">
      <title>Goals of Learner Training for</title>
    </sec>
    <sec id="sec-6">
      <title>Crowdsourcing</title>
      <p>The generic goals of learner training for crowdsourcing can
be grouped into three areas. The first area is general and
covers entrepreneurial and ethical aspects of
crowdsourcing that is goal 1 and 2.</p>
      <p> Goal 1. Enterpreneurial
The users need to understand the role of crowdsourcing in
business and in education. Thus, they need to be aware of
benefits but also risks for contributors. This goal involves,
e.g. time management, awareness of various incentives
participants may get from crowdsourcing activities.</p>
      <p> Goal 2. Ethical
Protecting personal data is one of the key issues in
crowdsourcing. The learners need to utilise their general
knowledge about the cybersafety such as protecting
personal data, uploading images and video towards specific
crowdsourcing-related ethical issues depending on the
activity they participate, e.g. a game, etc. or type of
interactions among users e.g. peer assessment,
collaborative projects.</p>
      <p>Learner training addresses the issue of critical thinking and
cautiousness at any stage of contribution in crowdsourcing
activities.</p>
      <p>
        The second area is technology specific and it depends on
the functionalities of a single application as even a so called
digital natives
        <xref ref-type="bibr" rid="ref37">(Prensky 2001)</xref>
        may not use a device of
software effectively
        <xref ref-type="bibr" rid="ref21 ref45">(Jeffrey et al. 2011, Thorne 2003)</xref>
        .
Thus, Goal 3 is strongly related to the management of
learning and learning strategies embedded in the software
used for crowdsourcing activities.
      </p>
      <p> Goal 3. Technological
As each resource requires its own operational actions,
learners need to be acquainted with the specific
functionalities.</p>
      <p>The third area of goals refers strictly to crowdsourcing for
language learning. Thus, Goal 4 relates to educational
issues.</p>
      <p> Goal 4. Educational
This goal falls into three specific subcategories which are
worth considering by both teachers and learners.</p>
      <p>
        o Goal 4.1 Pedagogical
It refers to the pedagogical instructional design interrelated
with technological solutions. The instructional approaches
comprise: Collaborative projects, supplemental instruction,
using and creating Open Educational Resources (OER) or
public content, assessment based on problem solving and
peer assessment, and various educational games
        <xref ref-type="bibr" rid="ref54">(Anderson
2011: 583, cf. Zdravkova 2018)</xref>
        .
      </p>
      <p>Awareness and implementation of pedagogical
underpinnings of activities in class is to a great extent
teachers’ concern but learners should be also aware of how
they learn.</p>
      <p>o Goal 4.2 Learner oriented
This goal strictly refers to the selection and use of
individual learning strategies. The gains of a user differ
from the gains of a creator the materials. Awareness of
educational incentives for a user may motivate them to
sustain and continue learning.</p>
      <p>Ability to act as a developer of resources offer other
incentives and also contributes to learning. In the process
of creating materials for educational purposes the issue of
quality of the crowdsourced content requires constant
monitoring and evaluation by the author and by other
stakeholders. It could be approached in various ways either via
experts’ evaluation or via developing a sequence of
evaluative processes or via negotiations of the content
among the crowd.</p>
      <p>o Goal 4.3 Quality assurance
Either the users need to be trained how to evaluate critically
the materials they use or produce, which in the case of
learners at low level of proficiency or very young might be
difficult. Or there is a body of evaluators who monitor and
evaluate entries introduced by the crowd. The latter
approach requires a well-set quality control procedures
and/or extra voluntary work by contributors.
4.2</p>
    </sec>
    <sec id="sec-7">
      <title>Strategies for Combining Crowdsourcing and Language Learning</title>
      <p>
        An important part of learner training refers to taking the
language learner perspective of the goals. This makes the
idea of combining crowdsourcing and language learning
meaningful to learners. The statements which start with
« I » or can do approach are widely used in educational
documents such as Strategy Inventory for Language
Learning (SILL)
        <xref ref-type="bibr" rid="ref34">(Oxford, 1990)</xref>
        , TESOL Technology
Standards
        <xref ref-type="bibr" rid="ref17">(Healey et al. 2011)</xref>
        , Common European
Framework for Languages (CEFR). They help learners to
better understand their position, attitude, level of
competences. This approach also helps learners to learn
from answering questions and reflecting upon them. The
exemplary questions within each goal may be the
following:
      </p>
      <p> Goal 1
1. While entering a crowdsourcing application I am
aware of my goals.
2. I find time for crowdsourcing activities.
3. I am able to assess how I benefit from the activities.
4. I am able to justify my choice of the resources
comparing them with other learning resources.</p>
      <p> Goal 2
5. I am aware of the safety conditions provided by the
crowdsourcing portal.
6. I know the purpose of sharing my data with the owners
of the resource.
7. I know how to protect my own safety while I
participate in the crowdsourcing activity.
8. I respect other participants’ rights.
9. I can monitor ethical issues in the progress of
activities.
10. I know when to stop the activity if I have doubts about
ethical issues.
11. I know how to end an activity without doing any harm
to others.
 Goal 3
12. I can use the functionalities of the resource.
13. I can follow the rules of a game.
14. I am able to find technical resources which respond to
my goals.
15. I can assess the effectiveness of the technical
functionalities for learning.
16. I search for the best technical resources with the
growth of my linguistic level.</p>
      <p>o Goal 4.1
17. I can collaborate with others for learning purposes.
18. I know what Open Educational Resources (OER) are.
19. I can identify resources stored under the Creative</p>
      <p>Commons licenses.
20. I take responsibility of my opinions while assessing
others.
21. I can give feedback to my collaborators.
22. I can estimate learning benefits of games.</p>
      <p>o Goal 4.2
23. I can monitor my linguistic progress while using
crowdsourcing.
24. I can contribute to the development of the resources I
am using.
25. I can select resources to develop a specific linguistic
content.
26. I can select resources to develop linguistic skills I
need.
27. I know how to share resources which I produce while
learning.</p>
      <p>o Goal 4.3
28. I can critically assess the quality of resources.
29. I know how to check quality of the resource with the
use of other resources.
30. I know when and how to get help from others.
The suggested list of statements may help learners to
acquire strategies, which they may use independently while
learning the language with the use crowdsourcing. The
strategy training presented above can be implemented as
part of language strategy training and digital literacy
training. Teachers’ role is essential for making this happen.
5.</p>
    </sec>
    <sec id="sec-8">
      <title>Conclusions</title>
      <p>The analysis attempts to mediate crowdsourcing as a big
cultural trend to the language teachers and learners. The
adaptation of ideas to the learning environment they work,
to their needs and making crowdsourcing meaningful to
learners promotes the use of it for language learning
purposes. It may also increase the effectiveness of learning,
awareness of ethical issues and critical thinking among
learners. Further work may be focused on integration the
language learning strategies with crowdsourcing
techniques. To attract language teachers attention
worksheets and detailed lesson plans should be prepared.</p>
    </sec>
    <sec id="sec-9">
      <title>Bibliographical References</title>
      <p>Anderson, M. (2011). Crowdsourcing higher education: A
design proposal for distributed learning. Journal of
Online Learning and Teaching, 7, 576–590.</p>
      <p>Bekleyen, N. and Yilmaz, A. (2012). Language learning
strategies and mobile learning. 7th International ELT
Research Conference, Çanakkale, 27-28.</p>
      <p>Bialystok, E. (1978). A theoretical model of second
language learning. Language Learning, 28(1), 69-83.</p>
    </sec>
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