<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Antigua Guatemala, Guatemala, November</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>A Glimpse on How MOOCs from IDB are Impacting Learners in Latin America</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Edgar González</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Antonio García</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Carlos Macher</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Dou Zhang</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Knowledge</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Learning Lead Specialist</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>IDBx Program Manager</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Inter-American Development Bank (IDB)</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Washington</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Operations Coordinator</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>IDBx Program</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Washington</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>e-Learning Technologist</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Data Czar</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>IDBx Program</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Washington</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Data Analyst</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>IDBx Program</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Washington</string-name>
        </contrib>
      </contrib-group>
      <pub-date>
        <year>2017</year>
      </pub-date>
      <volume>1</volume>
      <fpage>6</fpage>
      <lpage>17</lpage>
      <abstract>
        <p>The Inter-American Development Bank (IDB) is working to improve lives in Latin America and the Caribbean. IDB is offering Massive Open Online Courses (MOOCs) on key social and economic topics to scale up the capacity of development practitioners in the region. This paper presents preliminary findings of the first survey exploring how these MOOCs are impacting the academic, professional and social life of learners in Latin America. Enabling and restricting factors to use the knowledge gained in the MOOCs at the learners' workplace were identified. Our findings show that MOOCs on social and economic topics offer valuable learning opportunities, inspire learners and empower them to apply their knowledge to improve their lives, especially in developing countries where access to formal education is more limited and where access to, use of, and skills in information and communication technology are more seldom.</p>
      </abstract>
      <kwd-group>
        <kwd>IDB</kwd>
        <kwd>MOOC</kwd>
        <kwd>Development</kwd>
        <kwd>Impact</kwd>
        <kwd>Latin America</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>The Inter-American Development Bank (IDB) works to improve lives in Latin America
and the Caribbean (LAC). The IDB is the leading source of development financing for
this region and provides loans, grants, technical assistance; and conducts extensive
research. As a multilateral development agency, the IDB maintains a strong commitment
to achieving measurable results and the highest standards of increased integrity,
transparency, and accountability.</p>
      <p>The IDB is also committed to sharing knowledge on economic and social
development topics to strengthen the capacity of decision-makers and development actors in
the region and to provide evidence of what works and what does not work in terms of
development policies, programs and projects. This knowledge is the result of thousands
of development operations implemented over the years, collected and distilled through
project evaluations, research findings, publications, lessons learned, and case studies.
In addition to the open educational resources, online tutor-led and face-to-face courses,
the IDB is now offering a series of Massive Open Online Courses (MOOCs), available
through IDBx, its training initiative in edX.</p>
      <p>The objective of this paper is to discuss our preliminary findings on how IDBx
MOOCs are impacting learners in Latin America.
2
2.1</p>
    </sec>
    <sec id="sec-2">
      <title>The IDBx Program</title>
      <sec id="sec-2-1">
        <title>MOOCs offered</title>
        <sec id="sec-2-1-1">
          <title>The IDBx Program started on September</title>
          <p>30, 2014 with the launching of its first
MOOC and has offered a total of 62
MOOCs (25 new courses and 37 re-runs)
up to September 10, 2017. Those MOOCs
have been offered in the four official
languages of the Inter-American
Development Bank (currently 46 in Spanish, 8 in
English, 6 in Portuguese, and 2 in French).</p>
        </sec>
        <sec id="sec-2-1-2">
          <title>The main subject matter areas in IDBx</title>
          <p>
            MOOCs include management for development results, project management,
sustainable development of cities, macroeconomics, public-private partnerships, urban
development, pensions, management of water resources, trade agreements, early childhood
development, education for climate change, agricultural policy food safety and climate
change, and social development.
Up to September 10, 2017, 629,089 learners
have enrolled in IDBx MOOCs. Out of the
enrolled learners, 301,837 (45% of enrolled
learners) have actively participated in those
courses, by accessing its learning resources
like videos, readings, discussion forum,
infographics, case studies, and assessments,
among others. Of the active learners
(participants), 230,360 of them are Exploring
Participants (37% of enrolled learners), whom took
advantage up to 49% of the available learning
resources, while 71,480 are Advanced
Participants (11% of enrolled learners), whom took
advantage of 50% or more. 56,808 partici- Fig. 2. Cumulative number of enrolled,
pants (9% of enrollments) completed the participating, completed and certified
course, this is, obtained a passing grade of 65 learners (in thousands) by Sep.10, 2017
or more points out of 100, and were eligible
to obtain a certificate. 42,468 (7% of enrollments) obtained a certificate (a free honor
code certificate until the end of 2015 or a verified certificate by verifying their identity
and paying US$25 starting in 2016) [
            <xref ref-type="bibr" rid="ref1">1</xref>
            ] (Fig. 2).
Country of residency of enrolled learners. The number of countries and territories in
which IDBx enrolled learners live range from 45 to 193 depending on the course.
However, 84.1% of all enrolled learners live in the 26 borrowing member countries of the
IDB in LAC [
            <xref ref-type="bibr" rid="ref1">1</xref>
            ] (Fig. 1). Fig. 3 presents the top 10 countries of residency by the number
of enrolled learners in all MOOCs [
            <xref ref-type="bibr" rid="ref1">1</xref>
            ], while Fig. 4 presents the top 10 countries of
residency by the number of enrolled learners as a ratio of their Economically Active
Population (EAP) per 100,000 inhabitants [
            <xref ref-type="bibr" rid="ref1">1</xref>
            ] [
            <xref ref-type="bibr" rid="ref2">2</xref>
            ].
          </p>
        </sec>
      </sec>
      <sec id="sec-2-2">
        <title>Course completion per country and Human Development Index (HDI). The data</title>
        <p>
          shows that learners in the less developed countries of the 26 countries in the region [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ]
are taking more advantage of the MOOCs offered. Those countries have a higher ratio
of learners who completed the course in relation with enrolled users when compared
with countries with higher HDI [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ][
          <xref ref-type="bibr" rid="ref4">4</xref>
          ] (Fig. 5). This suggests that MOOCs are more
appreciated in those countries where learning opportunities are more limited.
        </p>
      </sec>
      <sec id="sec-2-3">
        <title>Age, gender, and level of education of enrolled learners. Out of all enrolled learners</title>
        <p>
          in IDBx, 52.1% are male, while 43.9% are female, 92.9% are within economically
active age, 35.8% have a bachelor’s degree and 34.4% have master’s degree [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ]. Fig. 6
and 7 presents more detail about their demographic characteristics.
Occupation of enrolled learners. In line with the intended target audience, most
learners enrolled in IDBx MOOCs are development practitioners working in the public
sector (33.2%), the private sector (22.3%),
consultants and other independent occupations
(8.8%), NGOs (8.6%), and international
organizations (3.2%) [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ].
        </p>
        <p>
          21.4% of enrolled learners come from the
academia. We have found that a high number
of teachers are using our courses to improve
their professional practice and that an
increasing number of graduate and postgraduate
students are interested about development
issues [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ] (Fig. 8).
The IDBx Program conducted Kirkpatrick level-1-surveys [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ], also known as reaction
or satisfaction surveys, weekly during course delivery and a final survey at the end of
each course, to evaluate learners’ perception of the course, including the achievement
of learning objectives (course and module objectives); the sufficiency, appropriateness,
relevance and currency of course content; the quality of learning resources and
activities (videos, readings, interactive forum, formative and summative evaluations, etc.), in
terms of their contribution to the learning process; as well as, the usefulness of each
course in relation to the applicability of its contents to the learners’ context.
        </p>
        <p>The response rate of the weekly surveys ranged from 14.9% to 17.2% of participants,
while the response rate for the final survey ranged from 10.9% to 13.3% of participants.</p>
        <p>The IDBx MOOC Quality Index (MQI), the simple average of those indicators rated
by learners in all courses delivered during 2014-2017, is 4.56 out of 5.0, which indicates
a high level of learners’ satisfaction.</p>
        <p>
          As cultural context, relevance and practicality are critical for adult learning, IDBx
MOOCs are designed and developed considering regional and cultural complexities,
similarities, and differences among LAC countries, including offering the courses in
their national language. This creates a positive sense of belonging and social identity
for participants of the region, which is conducive to learning, in contrast with findings
reported for MOOCs not tailored to the regional culture and offered only in English [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ].
To promote use of knowledge, IDBx MOOCs intend to provide guidance, inspiration,
tools, methodologies, case studies and examples relevant and useful to development
practitioners in LAC countries, as well as, to put course participants in the mindset of
seeing themselves as agents of change of their own reality (personal, organizational,
institutional and social).
2.4
        </p>
      </sec>
      <sec id="sec-2-4">
        <title>Perceived learners’ knowledge gain</title>
        <p>As part of the final survey in each MOOC, learners reported in a 1-10 scale their
perception of their level of knowledge on the topics of the course before and after taking
each course. Using this data, the IDBx program estimated the perceived learner’s
knowledge gain, as the difference, measured in percentage points (PP), between levels
of knowledge reported by those learners before and after the course. The average
knowledge gain in all MOOCs delivered during 2014-2017 is 34.5 PP.
3
3.1</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Impact of IDB MOOCs on Learners in Latin America</title>
      <sec id="sec-3-1">
        <title>Characteristics of the first survey</title>
        <p>
          On July 2017, the IDBx Program sent its first Kirkpatrick level-3-survey [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ] to 46,563
learners who accessed 30% or more of the available learning resources of 25 MOOCs
in Spanish offered from 2014 to 2016. The goal of this survey was to collect data on
how MOOCs were impacting the academic, professional and social life of learners in
Latin America. 6,582 learners answered the survey (14.1% response rate).
3.2
        </p>
      </sec>
      <sec id="sec-3-2">
        <title>Results of the survey</title>
        <p>
          Through a series of closed and open questions, the level-3-survey explored the impact
of MOOCs on learners’ academic life, professional/work life, including impact in their
workplace, as well as in their social life. This paper presents below the data collected
through closed questions.
Impact on learners’ academic life. 74% of learners agreed that the MOOC helped
them to decide what to study or research in the future, 64.9% reported that improved
their academic performance, while for 61.6% of learners the course inspired them to
initiate or reinitiate their studies [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] (Fig. 9).
        </p>
      </sec>
      <sec id="sec-3-3">
        <title>Impact on learners’ professional/work life. The most noticeable impacts reported</title>
        <p>
          were on improving knowledge and skills for their current job (93.2%), improving
professional performance (91.7%), increasing leadership and influence in the workplace
(78.7%) and in their professional career (67%), as well as improving their standing for
a new job (59.5%) [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] (Fig. 10).
Impact on learners’ workplace. 87.61% of the learners who answered the survey
reported using the knowledge gained in IDBx MOOCs to improve their workplace or
organizational setting. When analyzing the knowledge use per country in relation with
their respective Information and Communication Technology (ICT) Development
Index (IDI), which integrates ICT readiness, use and capability [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ], we observed that a
higher percentage of learners used their knowledge in countries with lower IDI in
relation with learners in countries with higher IDI (Fig. 11). This suggests that learners in
less developed countries were more eager to take advantage of their learning
opportunities and use the knowledge gained to face the restrictions and challenges they have.
Of the learners who reported using their knowledge to improve their workplace or
organizational setting, 90.6% agreed that they were more productive/efficient, 88.3%
applied new/innovative methodologies or technologies in their work, 86.9% were able to
advance existing or new initiatives, projects or programs, and 78.3% improved their
leadership and influence at work [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] (Fig. 12).
        </p>
      </sec>
      <sec id="sec-3-4">
        <title>Enabling factors to use knowledge in learners’ workplace. Participants reported that</title>
        <p>
          the main enabling factor was the tools and methodologies provided by the MOOC
(94.7%), followed by the availability of time at work (83.6%), the flexibility of existing
norms and procedures (62%), the support from supervisors and coworkers (53.8%), and
the availability of financial resources (42.5%) [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] (Fig. 13).
        </p>
      </sec>
      <sec id="sec-3-5">
        <title>Restricting factors to use knowledge in learners’ workplace. For those learners who</title>
        <p>
          reported not being able to use their knowledge in their workplace, the main reported
restricting factor was the rigidity of norms and procedures (36.3%), followed by the
lack of financial resources (24.6%), lack of time at work (23.1%), lack of support from
supervisors or coworkers (20.3%), and lack of tools/methodologies to use their
knowledge (9.5%) [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] (Fig. 14).
Impact on learners’ social life. 63% of learners reported that people in their
communities benefited from initiatives, projects or programs implemented by them, 57.7%
reported that people in their families, workplaces or communities changed their behavior
because of those initiatives, projects or programs, and 45.2% reported that family and
friends also benefited from those initiatives, projects or programs implemented by
learners [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] (Fig. 15).
Further analysis of current data as well as additional surveys are necessary to better
identify possible patterns. However, it is clear, even at this early stage, that MOOCs are
positively impacting the academic, professional and social life of learners in Latin
America.
        </p>
        <p>Despite many comments stating that MOOCs have not fulfilled their promise, our
findings show that MOOCs covering social and economic topics offer valuable learning
opportunities, inspire learners and empower them to apply their knowledge to improve
their lives, especially in developing countries where access to formal education is more
limited and where access to, use of, and skills in information and communication
technology are more seldom.</p>
        <p>Knowledge use was reported higher in less developed countries. One hypothesis to
explain this could be that, although possibly counterintuitive, learners in these countries
were more eager to take advantage of these learning opportunities. They cited in their
responses that both time and flexibility were important factors in exploring such
opportunities to use their acquired knowledge. It could also be argued that learners in less
developed countries have more room to be more productive and efficient, to apply new
and innovative methodologies or technologies in their work, to advance existing or new
initiatives, projects or programs, and to improve their leadership and influence at work.
If this is the case, MOOCs could be considered as an effective open knowledge tool for
leveling the plainfield amongst various LAC countries, strengthening organizations and
promoting social and economic development.</p>
        <p>
          In line with findings in previous research [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ] [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], we observe that many learners
in IDBx MOOCs stay engaged and committed to learning without taking assessments
nor with the intention of completing the course or get certified. In fact, so far, we have
not found any statistical difference between learners who were able, and not able to use
their knowledge when it comes to their progress in the course (this is, exploring
learners, advanced learners, completing and certified learners) [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ][
          <xref ref-type="bibr" rid="ref5">5</xref>
          ].
        </p>
        <p>Assessing the impact of massive training initiatives is not easy, especially when
learners display a wide spectrum of social and economic conditions that affect their
access and capacity for acquisition of knowledge, and when there are many enabling
and restricting factors to use the knowledge gained. This paper is just a first glimpse of
how MOOCs are impacting learners in Latin America. Further research and data
analysis will bring a better understanding on this issue.</p>
        <p>Continued efforts from international organizations, governments and academic
institutions are still needed to maximize the potential of MOOCs as an essential tool for
capacity building and socio-economic development in LAC countries.</p>
      </sec>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <source>IDBx Data Engine</source>
          <year>2017</year>
          , last accessed
          <year>2017</year>
          /09/10. (
          <issue>Figures 1</issue>
          ,
          <issue>2</issue>
          ,
          <issue>3</issue>
          ,
          <issue>4</issue>
          ,
          <issue>6</issue>
          and 7).
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2. World Bank, World Development Indicators, http://data.worldbank.org/data-catalog/worlddevelopment-indicators,
          <source>last accessed</source>
          <year>2017</year>
          /08/14. (
          <issue>Figures 4 and 5</issue>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Inter-American Development</surname>
          </string-name>
          Bank, http://www.iadb.org/en/about-us/borrowing-membercountries,
          <volume>6005</volume>
          .html.
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4. UNDP, Human Development Reports, http://hdr.undp.org/en/indicators/137506#, last accessed
          <year>2017</year>
          /09/14. (
          <issue>Figure 5</issue>
          , 11) [Note:
          <article-title>HDI is composed of 3 dimensions: Life expectancy, education and per capita income].</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <given-names>IDBx</given-names>
            <surname>Initial Survey</surname>
          </string-name>
          2014-2017, last accessed
          <year>2017</year>
          /09/11. (
          <issue>Figure 8</issue>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Kizilcec</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Saltarelli</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          , Reich, J., Cohen,
          <string-name>
            <surname>G.</surname>
          </string-name>
          :
          <article-title>Closing global achievement gaps in MOOCs</article-title>
          .
          <source>In Science</source>
          <volume>355</volume>
          (
          <issue>6322</issue>
          ),
          <fpage>251</fpage>
          -
          <lpage>252</lpage>
          . [doi: 10.1126/science.aag2063] (
          <year>2017</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Kirkpatrick</surname>
            ,
            <given-names>D. L.</given-names>
          </string-name>
          &amp;
          <string-name>
            <surname>Kirkpatrick</surname>
            ,
            <given-names>J. D.</given-names>
          </string-name>
          , Evaluating Training Programs,
          <string-name>
            <surname>Berret-Koehler Publishers</surname>
          </string-name>
          (
          <year>1994</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <source>IDBx Level 3 Survey in Spanish</source>
          <year>2017</year>
          , last accessed
          <year>2017</year>
          /09/11. (
          <issue>Figures 9</issue>
          ,
          <issue>10</issue>
          ,
          <issue>11</issue>
          ,
          <issue>12</issue>
          ,
          <issue>13</issue>
          , 14 and 15).
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <given-names>International</given-names>
            <surname>Telecommunication</surname>
          </string-name>
          <string-name>
            <surname>Union</surname>
          </string-name>
          ,
          <source>Measuring the Information Society Report</source>
          <year>2015</year>
          , Place des Nations CH-
          <volume>1211</volume>
          , Geneva, Switzerland, ISBN
          <volume>978</volume>
          -92-61-15791-3 [Note:
          <article-title>IDI is composed by indicators for ICT access (fixed-telephone and mobile-cellular subscriptions per 100 inhabitants, international Internet bandwidth per internet user, % of households with a computer, % of households with Internet access), ICT use (% of individuals using Internet, fixed-broadband and active mobile broadband subscriptions per 100 inhabitants), and ICT skills (adult literacy rate, secondary and tertiary gross enrollment ratio).</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>DeBoer</surname>
          </string-name>
          , J.,
          <string-name>
            <surname>Ho</surname>
            ,
            <given-names>A.D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Stump</surname>
            ,
            <given-names>G.S.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Breslow</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          :
          <article-title>Changing “course”: Reconceptualizing educational variables for massive open online courses</article-title>
          .
          <source>Educational Researcher</source>
          ,
          <volume>43</volume>
          (
          <issue>2</issue>
          ),
          <fpage>74</fpage>
          -
          <lpage>84</lpage>
          (
          <year>2014</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Kizilcec</surname>
            ,
            <given-names>R. F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Piech</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Schneider</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          :
          <article-title>Deconstructing disengagement: Analyzing learner subpopulations in massive open online courses</article-title>
          .
          <source>In Proceedings of the Third International Conference on Learning Analytics and Knowledge</source>
          , pp.
          <fpage>170</fpage>
          -
          <lpage>9</lpage>
          . New York, NY, USA ACM. doi:
          <volume>10</volume>
          .1145/2460296.24603304 (
          <year>2013</year>
          ).
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>