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      <title-group>
        <article-title>What Kinds of Innovations Do We Need in Education?</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Klinge Orlando Villalba-Condori</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Francisco José García-Peñalvo</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Jari Lavonen</string-name>
          <email>jari.lavonen@helsinki.fi</email>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Miguel Zapata-Ros</string-name>
        </contrib>
      </contrib-group>
    </article-meta>
  </front>
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      <title>-</title>
      <p>Prologue</p>
      <p>We are happy to contribute this prologue to the Proceedings of the International
Congress on Educational Innovation Trends, CITIE 2018. The congress has created
an enthusiastic environment within which scholars may discuss educational
innovations and their nature. A very positive attitude dominated the discussions, and
individuals were asking: ‘Can we make things better?’ In this type of discussion, it is
important that we know the challenges in our education context as well as the
processes that are appropriate to follow in the transfer or implementation of these
innovations to our own context.</p>
      <p>In all countries, challenges in education have been discussed in several forums,
conferences, and national-level curriculum committees. The challenges may be
recognised on the basis of international comparative studies, such as OECD, PISA [1]
and TALIS [2] surveys, and national-level monitoring reports. Moreover, it is
important that education challenges be analysed from the society’s perspective,
including changes in working life, gender gaps, and the environment (e.g., climate
change). These recognised challenges may be summarised in different ways and at
different levels.</p>
      <p>The challenges may be classified, for example, at the student level, classroom
level, school level, municipality level, and thus, the society level. In most countries,
politicians and teachers are not happy with the level of learning outcomes and the
amount of variation in those outcomes; the variation in learning outcomes between
schools is namely considered an indication of inequality in the education system.
Another common student-level challenge is the lack of engagement (interest) in
learning and, more generally, the lack of mental well-being. The lack of students’
interest in Science, Technology, Engineering and Mathematics (STEM) studies and
careers [3] have been specifically considered a serious challenge for both the
individual and society.</p>
      <p>There have been discussions in many countries about the teaching and learning of
21st-century and/or generic competencies [4]. The learning of these competencies
represents a classroom-level challenge and refers to the redefinition of educational
goals and ways of organising learning in a classroom in order to meet the future’s
demands. These competencies have been defined in various ways (e.g., see an
analysis of Voogt &amp; Roblin [5]). The OECD [6] DeSeCo project analysed
21stcentury competences in the context of the future working life and recognised that
individuals need to be able to use a wide range of tools, including socio-cultural
(language) and digital (technological) tools, to interact effectively with the
environment, to engage and interact in a heterogeneous group, to engage in
inquiryoriented working and problem solving, and, moreover, to act autonomously and take
responsibility for managing their own lives. In this context, as well as in the working
context, critical and creative thinking and learning are necessary for one to learn
competencies. Although DeSeCo focuses on the needs of working life, its ideas may
be interpreted in the context of school. By this interpretation, it is important to
remember that students are novices and are still learning these competencies.
Consequently, the teacher should support the students in the learning of 21st-century
competencies through active and collaborative learning processes in the diverse
learning environments. Another classroom-level challenge is the support of individual
learners’ and the organisation of a heterogeneous and multicultural classroom that
supports the learning processes of various learners.</p>
      <p>At the school and city levels, there exist challenges in the planning of the local
curriculum or annual work plan and within the physical and digital learning
environments of teams of teachers and teacher networks. In order to overcome this
type of challenge, high-quality pedagogical leadership is needed to support teachers’
collaboration and professional development.</p>
      <p>
        At a society level, artificial intelligence and robotization are changing working life;
tasks or work responsibilities and roles disappear and change and, moreover, new
tasks and roles appear about which we do not yet know. Computational thinking (CT)
skills [7,8,9] have been determined a key competency for pre-university students
[10,11]. However, due the fuzzy definition of CT [12], many voices defend a most
pragmatical approach based on teaching coding [13], using robots [14,15,16] or
constructing things [16,17] (e.g., see the EU project TACCLE 3 – Coding outcomes,
in García-Peñalvo [18]; TACCLE 3 Consortium [19]). Moreover, there are proposals
advocating to include programming [20] or computer science subjects [
        <xref ref-type="bibr" rid="ref6 ref7">21,22</xref>
        ] in the
pre-university official curricula. The CT and/or computer science/programming
introduction in schools has a significant, related challenge in these contexts: the
training of kindergarten to high school pre-university teachers [
        <xref ref-type="bibr" rid="ref10 ref8 ref9">23,24,25</xref>
        ].
      </p>
      <p>
        Another example of a society-level challenge, which is related to changes in
working life and employability [
        <xref ref-type="bibr" rid="ref11 ref12 ref13">26,27,28</xref>
        ], is the number of young people who drop
out from both education and the labour market. Furthermore, there is a need to
continuously train adults in order to reflect the changes in working life, such as
digitalisation.
      </p>
      <p>
        In order to make progress and overcome the recognised challenges, national-level
reform programs are needed. However, the designing and implementing of a national
reform program are challenging processes. For example, Beach, Bagley, Eriksson,
and Player-Koro [
        <xref ref-type="bibr" rid="ref14">29</xref>
        ] recognised, based on their long-term policy analysis from
Sweden, that Swedish reforms are too strongly led by governments alone:
‘governments too often become tempted to allow their ideological interests to
predominate over scientific knowledge’ (p. 167). Moreover, it is common that the
aims of the reform program do not consider the research outcomes in the field. OECD
[
        <xref ref-type="bibr" rid="ref15">30</xref>
        ] have suggested that, in a national strategy context, certain characteristics are
important. However, the OECD list does not include research orientation in planning
and implementation, nor does it include continuous quality assurance (QA)—
meaning, for example, a collection of progress data from the pilot projects and
informing of the pilot projects. Moreover, collaboration and meetings that support
pilot projects communicate the pilots’ outcomes to other pilots and reflect on the
missing outcomes. An updated OECD list explains the requirements for making
progress and overcoming the recognised challenges at the national level:
• Have enough time for planning, careful timing, and implementation;
• Engage stakeholders, such as education providers, and employ organisations
participate the strategy design;
• Engage researchers to actively implement the research-based knowledge in
the strategy design;
• Be in partnership with the teacher union and employment union;
• Strive for consensus in the design;
• Serve sustainable resources for the planning and implementation of the
strategy;
• Plan pilot projects according to the strategy and take research-based
knowledge into account while planning and implementing the pilots,
learning from the pilots, modifying the strategic aims (if needed), and,
moreover, using pilots to implement the strategy. Researchers should
encourage pilots to participate and use sustainable resources in thereof;
• Disseminate the pilots’ outcomes.
      </p>
      <p>
        This kind of approach for the implementation of educational reforms has many
benefits in both the strategy design and implementation. The approach makes it
possible for reforms to be accepted and implemented. The stakeholder engagement
namely increases their ownership and assists with implementation. Also, it is essential
that criteria and ideas be reflected upon and considered during the implementation of
educational practices. We plan to do so for the purpose of increasing learning
efficiency and the involved actors’ and institutions’ satisfaction through
personalization and adaptability [
        <xref ref-type="bibr" rid="ref16 ref17">31,32</xref>
        ], which are the most important characteristics
and objectives of the learning environments and are supported by not only social and
ubiquitous technologies, but also detection and recommendation.
      </p>
      <p>
        We need a response to an indisputable fact: the use of smart technologies [
        <xref ref-type="bibr" rid="ref18">33</xref>
        ] as a
powerful means to adapt and include support in the delivery of help and resources in a
relevant and pertinent way to the personal [34] and group learning [35] situations as
well as the demand of students’ knowledge and skills.
      </p>
      <p>There is a need for a pedagogical model framework, instructional design, and
guides that integrate students and help reach common and desirable learning
outcomes. We also raise the need to analyse the necessary conditions regarding their
validation. Finally, we propose the need for concrete answers to the insufficiency and
resulting consequences of institutional policies that contemplate integration
modalities, which may be achieved through an analysis based on experiences.</p>
      <p>We are accustomed to literature that emphasizes the possibilities of an adaptive
education as well as the possibilities for big data—combined with algorithms—to
create unique and unprecedented opportunities for academic organizations to teach
higher standards and innovative approaches. However, there is currently a lack of
systematized pedagogical proposals.</p>
      <p>
        Ultimately, we propose to enhance the following lines of development [
        <xref ref-type="bibr" rid="ref17">32</xref>
        ]:
• Learning and teaching strategies for a ubiquitous social and intelligent
pedagogy [36];
• Highly technological and singular services supported by technological
ecosystems [37,38,39], both for local students on campus and remote
students online, to create learning ecologies within which knowledge may be
created, managed, transformed, and transferred [40];
• Configurations of innovative, adaptive classrooms and centres that facilitate
easy local/remote interactions among students and teachers;
• Design and development of multimedia-enriched contents with interactive
presentations, videoconferences, questionnaires, and assessments that allow
instant and individualized evaluation;
• Other affordances and managed environments with technology and adaptive
software;
• An ethical use of the learning and academic analytics to increase the support
given to students and academic managers in regard to their learning
processes and decision-making processes, respectively [41,42];
• A more natural incorporation, recognition, and mixture of the informal
learning processes into formal education [43].
      </p>
      <p>As we mentioned earlier, we have learned about various education innovations
from several countries during the CITIE 2018. Now, our duty is to analyse how we
can benefit from those innovations within our own educational context. Therefore, we
should analyse our education challenges and then modify the innovation to meet our
local needs according to the recognized challenges. Moreover, it is important that we
find proper ways to support the transfer of innovation. In general, the transfer of
educational innovation from one context to another has been considered challenging.
Successful transfer requires strong collaboration and development within an open and
trusting atmosphere depending on the local characteristics of the context. In the area
of education, local characteristics include teachers’ pedagogical orientation, their
teaching and learning beliefs, and the leadership and support available to them in
school. Moreover, the educational context of the country (e.g., a curriculum, level of
accountability, policy, and school inspection) influence teachers’ decisions as they
consider adopting the innovation. Consequently, the transfer of an educational
innovation is regarded as a complex and highly contextualized task.
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