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  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">HESS</journal-id>
<journal-title-group>
<journal-title>Hydrology and Earth System Sciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">HESS</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Hydrol. Earth Syst. Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1607-7938</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>

    <article-meta>
      <article-id pub-id-type="doi">10.5194/hess-20-2251-2016</article-id><title-group><article-title>Understanding groundwater – students' pre-conceptions <?xmltex \hack{\newline}?> and conceptual change by means of a theory-guided <?xmltex \hack{\newline}?> multimedia learning program</article-title>
      </title-group><?xmltex \runningtitle{Understanding groundwater -- students' pre-conceptions and conceptual change}?><?xmltex \runningauthor{U.~Unterbruner et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Unterbruner</surname><given-names>Ulrike</given-names></name>
          <email>ulrike.unterbruner@sbg.ac.at</email>
        <ext-link>https://orcid.org/0000-0003-1557-0754</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Hilberg</surname><given-names>Sylke</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Schiffl</surname><given-names>Iris</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>School of Education, Department of Science Education, University of Salzburg, Salzburg, Austria</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Department of Geography and Geology, University of Salzburg, Salzburg, Austria</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Ulrike Unterbruner (ulrike.unterbruner@sbg.ac.at)</corresp></author-notes><pub-date><day>10</day><month>June</month><year>2016</year></pub-date>
      
      <volume>20</volume>
      <issue>6</issue>
      <fpage>2251</fpage><lpage>2266</lpage>
      <history>
        <date date-type="received"><day>21</day><month>October</month><year>2015</year></date>
           <date date-type="rev-request"><day>10</day><month>November</month><year>2015</year></date>
           <date date-type="rev-recd"><day>27</day><month>April</month><year>2016</year></date>
           <date date-type="accepted"><day>28</day><month>April</month><year>2016</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/3.0/">http://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions><self-uri xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016.html">This article is available from https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016.html</self-uri>
<self-uri xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016.pdf">The full text article is available as a PDF file from https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016.pdf</self-uri>


      <abstract>
    <p>Education on the subject of groundwater is crucial for sustainability.
Nevertheless, international studies with students across different age groups
have shown that the basic hydrogeological concept of groundwater defined as
water within porous and permeable rocks is not an established everyday
notion. Drawing from international research, a multimedia learning program
<italic>Zwischen Regenwolke und Wasserhahn</italic> (between the rain cloud and the
tap) was developed, which incorporates specific insights from the fields of
conceptual change research, multimedia research, and the model of educational
reconstruction. The effectiveness of the learning program was ascertained by
means of two studies with Austrian seventh grade pupils as well as
teacher-training students from the fields of biology and geography in order
to ascertain the effectiveness of the learning program. Using a
quasi-experimental research design, the participants' conceptions and
knowledge of groundwater were determined in a pre- and post-test. The pupils
and students greatly benefitted from working through the learning software
independently. Their knowledge of groundwater increased significantly
compared to the control group and there was a highly significant increase in
the number of scientifically correct notions of groundwater. The acceptance
of the program was also generally very high. The results indicate that
theory-guided multimedia learning programs can play an important role in the
transfer of research results to classroom settings, especially in science
education.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

      <?xmltex \hack{\newpage}?>
<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Education on the subject of groundwater is crucial for sustainability.
Knowledge about groundwater is an indisputable prerequisite for a sustainable
use of water as a valuable natural resource. Reinfried et al. (2012, p. 1365)
stressed that “`Water knowledge' has now become a socio-political and
future-oriented necessity”. This view coincides with that of Dickerson et
al. (2007, p. 45), who see knowledge about groundwater as “a fundamental
component of scientific literacy”, and an indispensable requirement of
societal decision-making regarding the use and conservation of groundwater.
After all, groundwater is one of our most valuable resources and constitutes
an essential element that determines our quality of life. On the other hand,
however, international studies with students across different age groups have
shown that the basic hydrogeological concept of groundwater, which is defined
as water within porous and permeable rocks, is not an established everyday
notion (see Sect. 2.2.). In order to help (young) people to overcome their
obvious difficulties with correctly understanding the concept of groundwater,
we developed our interactive multimedia learning program <italic>Zwischen Regenwolke und Wasserhahn</italic> (between the rain cloud and the tap; Unterbruner
and Hilberg, 2012) in a joint effort between the faculties of Geology and
Science Education/Biology Didactics at the University of Salzburg. Our aim is
to encourage young people to engage with the subject of hydrogeology and to
prompt a learning process that will stimulate conceptual change towards a
scientifically accurate conception of groundwater.</p>
      <p><?xmltex \hack{\newpage}?>We decided to use new media mainly for two reasons: on the one hand, most
young people are enthusiastic about new media and enjoy working with
multimedia learning programs in class. On the other hand, this allowed us to
offer teachers an innovative tool for groundwater education. The program is
divided into four chapters (“Water in the ground”, “Water in the mountains”, “Water in pipes”, “Interesting facts about water”). The
chapter on “Water in the ground” was the one we tested in our study.
Therefore, we will focus on this chapter in our description of the design
and our evaluation of the program.</p>
      <p>As our target groups, we chose pupils around the age of 13, who are the
primary target audience of the multimedia learning program, and teacher-training students, who will have to teach about this topic in the future.
Our studies were conducted at Austrian schools and the University of
Salzburg. Austrian schools cover geological topics primarily within the
scope of the subject of biology and environmental education.
Hydrogeology is not explicitly mentioned at any school level since the
Austrian curriculum (BMBF, 2000) is kept very general. The curriculum for
the seventh grade requires pupils to attain “basic geological knowledge
that aids their understanding of the ground, and the interaction between
animate and inanimate nature” (BMBF, 2000, p. 4). The precise scope of the subject
matter and the time spent on it in order to meet this requirement is left to
the teacher's discretion.</p>
      <p>In keeping with Thompson et al. (2012), we argue for more educational
research to improve student-centered teaching and learning in the fields of
earth sciences (see also Seibert et al., 2013). As our theoretical basis, we
chose the model of educational reconstruction and conceptual change
research. These theoretical frameworks are widely accepted in science
education and offer a broad variety of impulses for creating learning
environments. Additionally, we included results from multimedia research as
an important starting point.</p>
      <p>As a first step, we developed a theory-guided multimedia learning program.
Subsequently, we analyzed the program's efficiency, in particular in terms
of the effectiveness of learning regarding the construction and facilitation
of a scientifically correct notion of the groundwater concept.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>MER-based research design.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f01.png"/>

      </fig>

</sec>
<sec id="Ch1.S2">
  <title>Theoretical framework</title>
<sec id="Ch1.S2.SS1">
  <title>Model of educational reconstruction</title>
      <p>We based our research design on the model of educational reconstruction (MER).
The MER was initially developed as a model for instructional planning
in school settings and for curriculum development (Kattmann et al., 1997).
This model soon proved to be useful in a much wider scope of applications,
and became an important framework for research and development in science
education (Duit, 2007; Duit et al., 2012; Reinfried et al., 2009). The MER
has since been adopted as a major theoretical perspective in science
education research by various science education groups in Europe.</p>
      <p>The MER is based on a constructivist epistemological approach. A balance
between science-related and education-oriented issues is considered a
necessity for effective teaching and learning. The primary focus of
science-related teaching (e.g., in university lectures) tends to be on the
scientific nature of a certain topic. Following scientific conventions and
routines, generations of teachers used to present scientific content in a
simplified (reduced) manner in science instruction, but the MER focusses
on a quite different approach: the key message of this model for
education-oriented teaching is that a new structure for science instruction
has to be found in an iterative process between the analysis of the
scientific content and learners' perspectives, preconceptions, and experiences.</p>
      <p>The MER integrates three significant components of science education
research: (1) the clarification and analysis of scientific content,
(2) research on teaching and learning, with a particular emphasis on the role of
students' pre-instructional conceptions in the learning process, and (3) the
design and evaluation of teaching and learning environments (Duit, 2007;
Duit et al., 2012). In our study, all three components were applied (see
Fig. 1): we took into account the definitions pertaining to the topic of
hydrogeology, and the interpretation of the research results regarding
pupils' and students' conceptions of groundwater. Based on these, we devised
the design of our multimedia learning program. The ascertainment of the
effectiveness of our multimedia tool began with an examination of the
groundwater concepts of our target groups in order to investigate the extent
to which conceptual change and knowledge gain was possible by working
through the learning program.</p><?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S2.SS2">
  <title>Learners' perspectives on groundwater and conceptual change</title>
      <p>Numerous studies have shown that children come to class with a wide variety
of preconceptions in relation to scientific concepts, many of which are
inadequate (e.g., Vosniadou, 2013; Hammann and Asshoff, 2014; Kattmann,
2015). Everyday preconceptions are often resistant to change, especially if
they appear to be intuitively correct. Because people are familiar with
these preconceptions and they have become firmly established in everyday
life, they are often considered to be adequate or at least not harmful.
Preconceptions or “framework theories” (Vosniadou, 2014) are abstract,
naive knowledge structures resulting in deep ontological commitments in
terms of how we understand the world. They can impede knowledge
restructuring and be resistant to change.</p>
      <p>Conceptual change theory is widely accepted in science education, and
numerous studies have led to remarkable insights into the thought patterns
and conceptions of children and adolescents in various subfields of science.
A number of studies show that new information is incorporated into existing
ideas for as long as possible and thus retained, even if there are obvious
contradictions. Researchers agree that it is one of the most important aims
of science instruction to develop students' pre-instructional conceptions
towards the intended scientific concepts. Vosniadou (2014) holds that these
framework theories do not seem to disappear, but continue to exist and
interfere with access to scientific concepts, even among skilled adults.
Therefore, from a constructivist point of view, science learning cannot be
understood as the replacement of an incorrect by a correct concept
(Vosniadou, 2007). Referring to these complex learning processes, Duit and
Treagust (2003) and Kattmann (2005) preferred to use the term “conceptual
reconstruction” instead of “conceptual change”.</p>
      <p>With respect to groundwater, research has shown that common conceptions of
groundwater are seldom based on scientific findings and that there is a
strong prevalence of incorrect hydrogeological concepts. The following
represent dominant preconceptions (Dickerson and Dawkins, 2004; Dickerson
et al., 2005, 2007; Ben-zvi-Assarf and Orion, 2005; Reinfried, 2005, 2006a, b;
Schultz, 2006; Schwartz et al., 2011):
<list list-type="bullet"><list-item><p>groundwater is stored in underground lakes;</p></list-item><list-item><p>groundwater flows in underground rivers, streams, or water veins;</p></list-item><list-item><p>groundwater accumulates in caves or cavities in the ground.</p></list-item></list>
The ideas that groundwater flows in pipes (Dickerson et al., 2005; Schultz,
2006) or that it is a layer of water at the bottom of water bodies
(Reinfried, 2006b) are less common. There is also the representation of
groundwater as part of the water cycle, in which the focus is on processes
between clouds and the surface of the earth, while those processes that
occur within the ground are often disregarded (Shepardson et al., 2009;
Reinfried, 2006b).</p>
      <p>In their study of 17- and 18-year-olds, Dickerson et al. (2005)
asked for an indication of size in order to better classify the
conceptions of these adolescents. Over 60 % of respondents imagined
groundwater lakes and rivers to be similar to water bodies on the surface of
the earth, and to be of considerable size (see also Cheek, 2010).</p>
      <p>The idealized notion pertaining to the quality of groundwater is also worth
mentioning. Reinfried (2006b) and Reinfried et al. (2012)
reported from their research involving 13-year-olds, that many of the
respondents generally believed that groundwater, and especially spring
water, was clean and drinkable. According to Suter et al. (2007), this
notion is also shared by adults. There appears to be a lack of awareness
concerning threats to groundwater quality and its conservation.</p>
      <p>The abovementioned misconceptions of groundwater as an underground lake,
river, or accumulation of water in cavities are persistent and outlast
academic tuition. Groundwater is an abstract phenomenon that is neither
visible nor can it be experienced. It therefore tends to be explained by
means of well-known structures and occurrences above the surface of the
earth. Aside from this tendency to explain the world by means of analogies,
we also often resort to metaphorical explanations. In keeping with the theory
of experience-based understanding from Lakoff and Johnson (2003), for
example, we frequently refer to water veins in the ground in analogy to the
veins transporting blood through our body.</p>
      <p>These metaphors and body-related constructions can also be traced throughout
historical conceptions of groundwater: as early as 2500 years ago, Pythagoras
described the earth as resembling the human body, and Leonardo da Vinci and
Johannes Kepler compared the earth's water to the blood of an organism
(cf. Reinfried, 2006a, p. 54; 2006b, 40–42). The idea of an underground
water network existed up until the mid-19th century (subaerial river model),
and it was not until the beginning of the 20th century that the present-day
conception was established. In colloquial language, however, millennia-old
metaphors persist regardless of modern geological knowledge.</p>
      <p>These metaphors are reinforced by mainstream popular science television,
literature, and textbooks. Without much reflection on the consequences, some
authors display an aquifer in the geologic tradition as a homogenous blue
area, which is then interpreted by laypeople in the sense of the
abovementioned misconceptions (Schwartz et al., 2011). Inadequate or
incorrect visual representations of groundwater in textbooks further impede
the development of scientifically accurate concepts. Shepardson et al. (2009)
criticized the prevailing misrepresentations of the water cycle in American
textbooks, where water is displayed as a stylized landscape with mountains
and coastlines. As many pupils are unable to relate these images to their
actual surroundings, such representations are impractical for conveying a
deeper understanding of the water cycle and the role of groundwater.
Reinfried (2006a) also sees pictures in textbooks as a source of
misunderstandings. Arrows depicting the groundwater movement from land to
sea, for example, could be interpreted by pupils to represent rivers or water
veins. Wampler (1998, 2000), Dickerson et al. (2007), and Duffy (2012) also
identified illustrations, which are either too simplified or downright
negligent. As our recent analysis of 23 textbooks confirms, all of these
criticisms can also be applied to Austrian textbooks.</p>
      <p>Teachers are not always capable of compensating for the shortcomings of
textbooks as their own conception of groundwater is often similar to the
preconceptions of their pupils (Dickerson and Dawkin, 2004; Duffy, 2012). In
their study conducted as part of the Arizona Water Festival within the scope
of a school program in 2009, Schwartz et al. (2011) discovered that pupils
performed better when their teachers had taken part in a training workshop on
the subject.</p>
<sec id="Ch1.S2.SS2.SSSx1" specific-use="unnumbered">
  <title>How can conceptual change theory benefit teaching about groundwater?</title>
      <p>Strike and Posner (1992) postulated that certain circumstances must be given
for conceptual change to take place. The first prerequisite is the existence
of a cognitive conflict. Students must become dissatisfied with their own
(inadequate) conception and must realize that they are unable to explain a
specific phenomenon with sufficient accuracy. Furthermore, new concepts
offered to students must be intelligible and plausible, and effectively
explain the various phenomena. In accordance with Strike and Posner (1992),
Sinatra (2005) also identified message characteristics that can foster or
hinder conceptual change: learners must find the message comprehensible,
coherent, plausible, and rhetorically compelling.</p>
      <p>However, the implementation of research findings in classroom settings often
fails to meet expectations (Limón, 2001; Chan et al., 1997; Duffy,
2012). This is partly due to the fact that, in addition to guidance and
support from teachers, conceptual change processes demand a higher level of
cognitive engagement, motivation, epistemological beliefs, good learning
strategies, and beneficial social factors from students than
normal
classroom instruction, because a cognitive conflict in the absence of
knowledge-building activity will not produce conceptual change.</p>
      <p>In this sense, Sinatra and Pintrich (2003) and Sinatra (2005) go beyond
Strike and Posner's (1992) stringent focus on cognitive processes and depict
conceptual change as a complex and dynamic interaction of affective,
motivational, and contextual factors. Their focus is on specific conditions
of the individual, such as background knowledge, motivation and interests,
emotional involvement, self-efficacy, need for cognition, and engagement.
Heddy and Sinatra (2013) pointed out that the potential for conceptual change
increases with heightened student engagement. As an additional important
detail, Sinatra (2005) defined three key aspects of a student's existing
background knowledge: (1) the strength of their preconceptions – the
stronger the ideas, the more connected they are in their brain and the less
likely they are to change; (2) coherence – less coherent ideas are more
susceptible to change; and (3) commitment – ideas an individual is strongly
committed to are less likely to change.</p>
      <p>Returning to the topic of groundwater, we can assume that a learning program,
which aims to give children, adolescents, or adults a scientifically
accurate understanding of groundwater, must take into account existing
preconceptions. In the words of Sinatra (2005), students' preconceptions of
underground lakes, rivers, and water-filled caves are likely to be “strong
ideas” – not least because they have existed for centuries – while
coherence and commitment to the topic of groundwater are probably relatively
weak. In Austria, groundwater awareness is not particularly widespread,
nor does there seem to be much motivation for or commitment to engaging with the topic.
As groundwater availability is generally given, Austrian adolescents do not
give much thought or attach great importance to it. Referring to Sinatra's
categories, their commitment can be expected to be low. With the use of new
media in hydrogeology education, however, a higher level of motivation and
engagement can be expected.</p>
      <p>In the following sections, we present the underlying deliberations for the
theory-guided design of the multimedia program.</p>
</sec>
</sec>
</sec>
<sec id="Ch1.S3">
  <title>Theory-guided designing of the multimedia learning program</title>
<sec id="Ch1.S3.SS1">
  <title>What adolescents need to understand about groundwater</title>
      <p>The multimedia learning software deals with various questions concerning
groundwater in unconsolidated rocks where it occurs in the pores between the
mineral grains. In order to develop an adequate model of groundwater
(cf. Hölting and Coldewey, 2013; Davis and de Wiest, 1966; Hilberg,
2015), adolescents need to understand the following:
<list list-type="bullet"><list-item><p>Rainwater seeps into the ground through cavities between mineral grains, and
accumulates in permeable and porous sediments above an impermeable layer.
The characteristics of the pore space, and therefore its suitability as a
groundwater aquifer, depend on the grain size. Larger grains constitute
larger pore spaces while smaller grains are surrounded by smaller pore
spaces. It generally applies that the more pore space available, the more
groundwater can be transported and stored therein. Very small grain sizes
(silt and clay) constitute pore spaces that are too small to allow water to
percolate and hence form an aquiclude.
<?xmltex \hack{\newpage}?></p></list-item><list-item><p>Groundwater flows within the pore spaces.</p></list-item><list-item><p>Below a certain depth, which can be a few decimeters or a few hundred meters
below the surface, and depending on annual rainfall and the location of the
surface water, the pores between the grains are entirely filled with water (aquifer).</p></list-item><list-item><p>The groundwater surface is the boundary between the unsaturated zone (ground
air) and the aquifer, which is not in a fixed position but fluctuates
depending on the influx into and discharge out of the aquifer.</p></list-item><list-item><p>Wells are used for extracting groundwater.</p></list-item><list-item><p>Pollutants, e.g., from unsecured waste sites and agriculture, can contaminate groundwater.</p></list-item><list-item><p>Groundwater needs to be protected from such contamination.</p></list-item></list></p>
</sec>
<sec id="Ch1.S3.SS2">
  <title>General design of the learning program based on multimedia research</title>
      <p>Theories of multimedia learning (Mayer, 2009; Moreno, 2006) constitute an
important basis for designing such a learning program. One of their key
messages is that meaningful learning can be promoted by taking into account
the architecture of human information processing and the characteristics
of the working memory. Mayer (2005, 2009) and Mayer and Moreno (2003)
recommended several principles of multimedia learning, which we adopted when
designing our multimedia learning program: we implemented a good balance
between auditory and visual presentations of information. The texts are kept
short (no scrolling) and the criteria for comprehensibility according to
Langer et al. (2011) were taken into consideration in
the text presentation. With regard to motivation, a geologist guides the user
through the program in the role of a “pedagogical agent” (Mayer, 2005).
She offers explanations, asks questions, and gives instructions for the
interactive tasks as well as feedback on the test questions.</p>
      <p>Experiences and results of studies with other multimedia learning programs
on biological topics were also taken into consideration (Unterbruner and
Unterbruner, 2002, 2005; Unterbruner et al., 2008). The learning program is
characterized by a clear structure and a row of information units followed
by test questions. Three test questions conclude each thematic sub-unit and
are designed to give users feedback on how well they have grasped the
learning contents, and to fuel their motivation. Working through a chapter
takes between 15 and 20 min.</p>
      <p>The program is interactive, cognitively activating, and devised to be worked
through independently. Cognitive activation is to be achieved by means of a
problem-oriented approach on the one hand (e.g., Unterbruner and
Pfligersdorffer, 2007; Zumbach et al., 2014), and through interactive
elements on the other. Various interactive elements require the user's
active participation, for example by using a magnifying glass to enlarge
smaller details.</p>
</sec>
<sec id="Ch1.S3.SS3">
  <title>The storyboard's dramaturgy of “Water in the ground”</title>
      <p>In accordance with the iterative approach of MER, we based our theoretical
considerations regarding the design of the multimedia learning program on the
investigations about students' pre-conceptions by Dickerson and
Dawkins (2004), Dickerson et al. (2005, 2007), Ben-zvi-Assarf and
Orion (2005), Reinfried (2005, 2006a, b), Shepardson et al. (2009),
Schultz (2006), and Schwartz et al. (2011) on the one hand, and on basic
hydrogeological concepts on the other. In the latter case, we focussed on the
most relevant scientific aspects to our target group of young people, who may
never have dealt with the topic of groundwater before. Accordingly, results
from conceptual change research by Strike and Posner (1992),
Vosniadou (2007), and Sinatra (2005) broadly influenced our storyboard
design. The dramaturgy of the multimedia program/storyboard will be described
in detail below (see Table 1).</p>
      <p>First of all, we decided not to start our program by activating
preconceptions and previous knowledge in order to avoid reinforcing existing
misconceptions (cf. Sinatra, 2005). As a primary problem, we identified that
most people have no concrete notion or, at best, a very vague idea of the
structure and composition of the ground (i.e., weak coherence; cf. Sinatra,
2005). Groundwater may be an abstract phenomenon, but contrary to the issue
of climate change, it can sometimes become quite tangible (e.g., in building
trenches). However, we assume that most people do not make the connection
between the observation of these phenomena and groundwater. Our primary aim,
i.e., to convey an accurate understanding of groundwater, thus requires the
best possible visualization of the composition of the “ground beneath our
feet”. Therefore, the program begins with conveying said knowledge, but
without making any direct reference to groundwater at first. The subject of
groundwater is subsequently developed based on that knowledge. We
accordingly developed a dramaturgy for the storyboard based on the following
central questions (cf. Hilberg, 2015):
<list list-type="order"><list-item><p>What makes up the ground beneath our feet?</p></list-item><list-item><p>What causes the layers in the ground?</p></list-item><list-item><p>How can I envision groundwater?</p></list-item><list-item><p>How does rain become groundwater?</p></list-item><list-item><p>Why do I need to know about groundwater?</p></list-item></list>
In the following, main details of the storyboard are explained.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1" specific-use="star"><caption><p>Key questions in the designing process with regard to groundwater
(GW) preconceptions (as far as reported
in literature), scientific conceptions, and multimedia implementation.</p></caption><oasis:table frame="topbot"><?xmltex \begin{scaleboxenv}{.79}[.79]?><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:thead>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">Key questions</oasis:entry>  
         <oasis:entry colname="col2">Students' preconceptions</oasis:entry>  
         <oasis:entry colname="col3">Scientific conceptions</oasis:entry>  
         <oasis:entry colname="col4">Storyboard/multimedia designing</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">What makes up</oasis:entry>  
         <oasis:entry colname="col2">Not reported in literature</oasis:entry>  
         <oasis:entry colname="col3">Layers consisting of rock material of various grain</oasis:entry>  
         <oasis:entry colname="col4">Animation: virtual elevator;</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">the ground</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">sizes (gravel, sand, or clay) as result of erosion and</oasis:entry>  
         <oasis:entry colname="col4">pictures of a drill hole; virtual examination of a drill</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">beneath our feet?</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">sedimentation processes</oasis:entry>  
         <oasis:entry colname="col4">core consisting of gravel, sand, and clay</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4">Interactive presentation: soil profile;</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4">presentation and explanation of the scientific model</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4">(Ecovia)</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">What causes the</oasis:entry>  
         <oasis:entry colname="col2">Not reported in literature</oasis:entry>  
         <oasis:entry colname="col3">Transport and sedimentation of rock material</oasis:entry>  
         <oasis:entry colname="col4">Interactive example of an alpine river</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">layers in the</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">driven by surface runoff;</oasis:entry>  
         <oasis:entry colname="col4"/>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">ground?</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">flow velocity controls transport capacity and thus</oasis:entry>  
         <oasis:entry colname="col4"/>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">grain-size distribution of the sediments</oasis:entry>  
         <oasis:entry colname="col4"/>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">How can I</oasis:entry>  
         <oasis:entry colname="col2">GW as subterranean rivers,</oasis:entry>  
         <oasis:entry colname="col3">GW fills and flows through pores between distinct</oasis:entry>  
         <oasis:entry colname="col4">Presentation of resp. confrontation with the</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">envision</oasis:entry>  
         <oasis:entry colname="col2">water veins, or lakes;</oasis:entry>  
         <oasis:entry colname="col3">grains of a coarse-grained sedimentary layer</oasis:entry>  
         <oasis:entry colname="col4">scientifically correct conception of GW and the three</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">groundwater?</oasis:entry>  
         <oasis:entry colname="col2">water stored in caves or</oasis:entry>  
         <oasis:entry colname="col3">(aquifer);</oasis:entry>  
         <oasis:entry colname="col4">most common misconceptions (subterranean rivers,</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">cavities in the ground</oasis:entry>  
         <oasis:entry colname="col3">aquifer is limited by fine-grained impermeable</oasis:entry>  
         <oasis:entry colname="col4">lakes; caves)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">sediments or hard rocks (aquiclude)</oasis:entry>  
         <oasis:entry colname="col4"/>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">How does rain</oasis:entry>  
         <oasis:entry colname="col2">Vague notion of rainwater</oasis:entry>  
         <oasis:entry colname="col3">Precipitation infiltrates into the soil, percolates</oasis:entry>  
         <oasis:entry colname="col4">Demonstration experiment: permeability of gravel,</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">become</oasis:entry>  
         <oasis:entry colname="col2">seeping into the ground;</oasis:entry>  
         <oasis:entry colname="col3">through the pores of the permeable unsaturated</oasis:entry>  
         <oasis:entry colname="col4">sand, and clay;</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">groundwater?</oasis:entry>  
         <oasis:entry colname="col2">rainwater gathering in</oasis:entry>  
         <oasis:entry colname="col3">zone, and enters the aquifer – groundwater</oasis:entry>  
         <oasis:entry colname="col4">interactive explanations of aquifer, aquiclude, and</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">structures as can be seen on</oasis:entry>  
         <oasis:entry colname="col3">recharge</oasis:entry>  
         <oasis:entry colname="col4">pore space</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">the earth's surface (see</oasis:entry>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4">Animation: a raindrop on its way through the</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">above)</oasis:entry>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4">sediment layers</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Why do I need to</oasis:entry>  
         <oasis:entry colname="col2">Not reported in literature</oasis:entry>  
         <oasis:entry colname="col3">GW resources can be influenced by many</oasis:entry>  
         <oasis:entry colname="col4">Application task: well drilling;</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">know about</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">activities of daily life; GW protection and</oasis:entry>  
         <oasis:entry colname="col4">case study about risks of contamination by</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">groundwater?</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">sustainable use requires a fundamental understanding of</oasis:entry>  
         <oasis:entry colname="col4">deposition of refuse</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">hydrogeological processes</oasis:entry>  
         <oasis:entry colname="col4">Animation: path of hazardous substances in the</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4">ground and consequences</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup><?xmltex \end{scaleboxenv}?></oasis:table></table-wrap>

<sec id="Ch1.S3.SS3.SSS1">
  <title>What makes up the ground beneath our feet?</title>
      <p>The challenge-oriented question of what makes up the ground beneath our feet
is intended to arouse the user's curiosity. Showing a picture of people
standing in the pouring rain, the geologist explains that between 10 and 80
out of every 100 raindrops seep into the ground. But where do they end up? To
visualize this, she invites the user on a virtual elevator ride into the
ground.</p>
      <p>A virtual elevator (Fig. 11, screenshot 1) then takes the user into the
ground beneath our feet. It makes several stops at different levels and
information is provided as to what exactly can be expected at different
depths in the ground: at 2 m, we see the pipelines of the sewerage system.
At 3 m, there is coarse gravel. At 10 m, we find ourselves in an
underground train station. At 11 m below the surface, the elevator passes
through fine-grained gravel. At 14 m, we encounter sand and, finally, at
18 m below the surface, we arrive at groundwater level. Further down, at
25 m, the elevator passes through fine-grained wet gravel and at 30 m the
elevator ride ends in dry clay.</p>
      <p>How geologists obtain their knowledge about the subsurface is shown in the
following section: pictures of a drill hole are presented and a drill core
consisting of gravel, sand, and clay can be examined with a magnifying glass.
Two further drill cores as well as the corresponding soil profiles are also
shown. The geologist then presents a scientific model developed by Ecovia for
the procurement of hydrogeological data. Gravel, sand, and clay are layered
between acrylic glass panes. The water level, the flow of the groundwater,
and the ingress of pollutants can be freely adjusted and monitored in
transparent tubes. This model is referred to a number of times thereafter and
is used to illustrate various pieces of information. All animations are
programmed based on the layers in the model (Fig. 11, see screenshots 1, 2,
4, and 5). Based on the recommendations of Dickerson et al. (2005), the
spatial dimensions under consideration are explicitly addressed. Houses are
shown after presenting the model in order to illustrate the magnitude of the
subsurface layers displayed, and the distance traveled by the virtual
elevator is also indicated (see red figure in Fig. 11, screenshot 2).</p>
</sec>
<sec id="Ch1.S3.SS3.SSS2">
  <title>What causes the layers in the ground?</title>
      <p>What processes lead to the formation of underground layers and how historical
information regarding their formation can be deduced based on the sequence of
layers, are the topics of the interactive section that follows. The formation
of the subsurface layers is demonstrated based on a concrete example of an
alpine river. Information can be obtained by hovering over the individual
sections with the mouse.</p>
</sec>
<sec id="Ch1.S3.SS3.SSS3">
  <title>How can I envision groundwater?</title>
      <p>Following appropriate elaboration on the geo-scientific concept of sediments,
the topic of groundwater is introduced. Four people explain how they envision
groundwater. Besides the technically correct definition of “water that flows
between gravel and sand grains”, the three most common notions of
groundwater are presented (underground lake, river/water veins, water in
caves). The user is prompted to choose which statement he/she considers to be
correct, followed by feedback on each of the opinions provided by the
geologist.</p>
      <p>The aim is to activate the user's prior knowledge about groundwater, and to
make clear that there might be a discrepancy between their own
pre-conceptions and the content being presented (cf. cognitive conflict). This seeks to
emphasize that there are various notions related to concept of groundwater
and that not all of them are technically correct. But in order to avoid
reinforcing pre-existing misconceptions, the options presented are briefly
commented on (e.g., “an underground lake does not exist”). In accordance
with Sinatra (2005), who holds that strong ideas are rather resistant to
change, we aimed to avoid a possible emphasis or even consolidation of these
inadequate conceptions. Instead, we purposefully steer the user's attention
toward the scientifically correct definition, and rather than repeating the
misconceptions, the geologist asks how the pore space between the grains
becomes filled with water.</p>
</sec>
<sec id="Ch1.S3.SS3.SSS4">
  <title>How does rain become groundwater?</title>
      <p>In a next step, it is illustrated by means of an experimental demonstration
showing the permeability of gravel, sand, and clay how rain turns into
groundwater (Fig. 11, screenshot 3). The user is prompted to guess through
which of the three sediments the water will percolate the fastest. In order
to promote cognitive activation, the answer he/she chooses is not commented
on immediately, but the correct answer is given in the form of individual
feedback following the demonstration.</p>
      <p>Now the hydrogeological terms of pore space and aquiclude are explained. We
consider an accurate understanding of the concept of pore space as a crucial
prerequisite for the consolidation of a geo-scientific concept of
groundwater. An animation, which can be repeated, shows a raindrop on its way
through the layers of the model. In the first run-through, the user is given
a concrete demonstration. Subsequently, he/she is provided with explanations
regarding the flow rate through each of the different substrates (Fig. 11,
screenshot 4).</p>
      <p>Following this detailed presentation, the overall model is shown again and
the geologist simulates rain using blue-colored water. Subsequently, the flow
of groundwater, the interaction between rivers and groundwater, and the terms
of groundwater table and aquifer are exemplified by means of the Ecovia
model.</p>
      <p>By this point in the learning program, we have portrayed the hydrogeological
basics in an interactive and cognitively activating manner. We have ensured
that the scientifically accurate conception is communicated in an
“intelligible and plausible” way (Strike and Posner, 1992).</p><?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S3.SS3.SSS5">
  <title>Why do I need to know about groundwater?</title>
      <p>The aim of the last part is to demonstrate how the new conception can be
fruitful. This is achieved by addressing the topics of groundwater use, the
threats groundwater is exposed to, and the protection and conservation of
groundwater.</p>
      <p>Referring back to the model once again, the user is asked where wells could
be drilled. The user must place small drilling rig icons and receives
feedback as to whether or not the structure of the layered subsurface is
suitable at the chosen position. The user is then confronted with a case
study in which the mayor of a town receives a proposal to use a plot of land
as a refuse disposal site. An animation shows the path hazardous substances
would take through the ground in red, illustrating whether they would
potentially pose a threat to the quality of an existing well (Fig. 11,
screenshot 5). Finally, the threat of groundwater pollution by the
agricultural sector is addressed.</p>
      <p>Figure 11, screenshot 6, shows one of the eight exercises/test
questions to be completed in this chapter.</p>
</sec>
</sec>
</sec>
<sec id="Ch1.S4">
  <title>Research questions</title>
      <p>We aimed to address the following key research questions:
<list list-type="bullet"><list-item><p>Which pre-instructional conceptions do pupils and students have regarding groundwater?</p></list-item><list-item><p>Does conceptual change occur as a result of working with the multimedia
learning program?</p></list-item><list-item><p>Does knowledge about groundwater increase by using the learning program?</p></list-item><list-item><p>What is the participants' level of acceptance of the multimedia learning program?</p></list-item></list></p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2" specific-use="star"><caption><p>Research plan (EG is the experimental group, CG the control group,
T1 the pre-test, T2 the formative evaluation, T3 the post-test).</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="center"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="center"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:colspec colnum="6" colname="col6" align="center"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry namest="col1" nameend="col2" align="center">Group </oasis:entry>  
         <oasis:entry colname="col3">Phase 1</oasis:entry>  
         <oasis:entry rowsep="1" namest="col4" nameend="col5">Phase 2 </oasis:entry>  
         <oasis:entry colname="col6">Phase 3</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3">Start</oasis:entry>  
         <oasis:entry colname="col4">3 weeks later</oasis:entry>  
         <oasis:entry colname="col5">Immediately after</oasis:entry>  
         <oasis:entry colname="col6">2 weeks after</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">learning program</oasis:entry>  
         <oasis:entry colname="col6">learning program</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">Pupils</oasis:entry>  
         <oasis:entry colname="col2">EG</oasis:entry>  
         <oasis:entry colname="col3">T1</oasis:entry>  
         <oasis:entry colname="col4">Learning program</oasis:entry>  
         <oasis:entry colname="col5">T2</oasis:entry>  
         <oasis:entry colname="col6">T3</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">CG</oasis:entry>  
         <oasis:entry colname="col3">T1</oasis:entry>  
         <oasis:entry colname="col4">–</oasis:entry>  
         <oasis:entry colname="col5">–</oasis:entry>  
         <oasis:entry colname="col6">T3</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Students</oasis:entry>  
         <oasis:entry colname="col2">EG</oasis:entry>  
         <oasis:entry colname="col3">T1</oasis:entry>  
         <oasis:entry colname="col4">Learning program</oasis:entry>  
         <oasis:entry colname="col5">T2</oasis:entry>  
         <oasis:entry colname="col6">T3</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">CG</oasis:entry>  
         <oasis:entry colname="col3">T1</oasis:entry>  
         <oasis:entry colname="col4">–</oasis:entry>  
         <oasis:entry colname="col5">–</oasis:entry>  
         <oasis:entry colname="col6">T3</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
<sec id="Ch1.S5">
  <title>Sample</title>
      <p>Pupils/school: this sample consisted of 237 Austrian seventh grade pupils
(<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mtext>female</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 99, <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mtext>male</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 138) between the ages
of 12 and 14 (<inline-formula><mml:math display="inline"><mml:mi>M</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 12.48; SD (standard deviation) <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.62), attending a
secondary school (<italic>Gymnasium</italic> and <italic>Neue Mittelschule</italic>). The
group was made up of pupils from 12 different classes across four schools.
The pupils from nine of those classes were assigned to the experimental group
(<inline-formula><mml:math display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 177) and those from three classes were assigned to the control
group (<inline-formula><mml:math display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 60). According to their teachers, none of the participating
classes had previously been taught about groundwater and hydrogeological
issues. The level of knowledge on the topic of groundwater as provided for by
the Austrian curriculum is limited.</p>
      <p><?xmltex \hack{\newpage}?>Students/university: this sample consisted of 115 Austrian teacher-training
students in the subjects of biology and environmental education and geography
and economics in the first stage of their degree at the University of
Salzburg. In all, 73 students were assigned to the experimental group and
42 students to the control group. The percentage of female students (70 %)
was considerably higher than that of male students, which is consistent with
the general gender distribution in these two fields of study. The average age
was 21.4 years (SD <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 3.99). All of these students had received their high
school qualification at a higher secondary school. Since higher secondary
schools do not explicitly cover the topic of hydrogeology in the curriculum,
it can be assumed that their academic tuition on this subject matter was
likely to be marginal. Based on their choice of further education, however,
it can be assumed that this group possesses a particular interest in biology
and/or geoscience.</p>
</sec>
<sec id="Ch1.S6">
  <title>Methodology</title>
      <p>The quasi-experimental design of our research regarding the effectiveness of
the multimedia learning program consisted of a pre-test and a post-test to
evaluate preconceptions, knowledge, and attitudes regarding groundwater, as
well as individual processes of working through the program, and a
questionnaire for its formative evaluation (see questionnaires in the
Supplement). In order to control repeat measurement effects and to exclude
random events (e.g., TV documentaries) from impacting our results,
participants from each sample (pupils and students) were randomly assigned to
an experimental or control group (see Table 2). The control group did not
work on groundwater, because we did not intend to compare different teaching
methods or media with the multimedia learning program, but to investigate the
program's learning efficacy.</p>
      <p>The teaching staff of the schools and university provided time for the
participants to complete the pre- and post-tests (T1 and T3), and to work
through the program (including T2) (see Table 2). The participating pupils and
students were thus in their familiar educational environment, and were
motivated to engage in a scientific research study. The multimedia learning
program was not implemented in class. The participants worked through the
program individually (using headphones) and at their own pace.</p>
      <p>By agreement with the teaching staff, no other work on the topic of
groundwater was carried out during the investigation period. The post-test
was, therefore, no examination (in a school or university context), in which
case the pupils/students could have been expected to engage with the topic
individually in order to receive a good grade. In order to ascertain
long-term – as opposed to short-term – knowledge acquisition, the
post-test was conducted 2 weeks after the participants had worked through
the program.</p>
<sec id="Ch1.S6.SS1">
  <title>Instruments</title>
<sec id="Ch1.S6.SS1.SSS1">
  <title>Pre- and post-test (T1, T3)</title>
      <p>The questionnaire served the purpose of data collection pertaining to
<list list-type="order"><list-item><p>pre- and post-instructional conceptions of groundwater;</p></list-item><list-item><p>knowledge about hydrogeological issues.</p></list-item></list></p>
</sec>
<sec id="Ch1.S6.SS1.SSS2">
  <title>Pre- and post-instructional conceptions of groundwater</title>
      <p>Since drawing is an effective method to capture mental representations
(cf. Schwartz et al., 2011, p. 148; Dove et al., 1999; White and
Gunstone, 1992), the participants were asked to draw how they envisioned
groundwater. They were also asked to verbalize (open question) their
perceptions of groundwater. The wording of the question and instructions for
the drawing was kept very broad in order to avoid influencing the outcome to
the greatest possible extent.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2" specific-use="star"><caption><p>Examples for the categories of analysis. Geologically correct
drawings (<bold>b</bold> student; <bold>a</bold> pupil). Wiese (grasland), Erde
(soil), Festgestein (hard rocks), Grundwasser (groundwater),
wasserundurchlässige Schicht (unpermeable layer), Kies (gravel) Ton
(clay).</p></caption>
            <?xmltex \igopts{width=369.885827pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f02.png"/>

          </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p>Examples for the categories of analysis. Partially correct
representation: the arrows express that the part marked with
<italic>Grundwasser</italic> (i.e., groundwater) also contains broken stones and
gravel; but the aquiclude is missing. Schotter (gravel), Brunnen (well); see
caption of Fig. 2 for further translations.</p></caption>
            <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f03.png"/>

          </fig>

      <p>The drawings from the pre- and post-tests (T1, T3) were analyzed and double
coded by experts (science education, geology; excellent inter-rater
reliability) (Cohen's kappa for students: <inline-formula><mml:math display="inline"><mml:mi>k</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.91, for pupils:
<inline-formula><mml:math display="inline"><mml:mi>k</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.86; cf. Fleiss and Cohen, 1973) based on the following
categories:</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p>Examples for the categories of analysis. Groundwater as a
subterranean river. Mutterboden (soil); see caption of Fig. 2 for further
translations.</p></caption>
            <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f04.jpg"/>

          </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5"><caption><p>Examples for the categories of analysis. Groundwater as a
subterranean lake. Wolken (clouds), Verdunstung(evaporation), Regen (rain).
Gewässer(surface water body), versickern (percolate).</p></caption>
            <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f05.png"/>

          </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6"><caption><p>Examples for the categories of analysis. Groundwater in holes or
caverns.</p></caption>
            <?xmltex \igopts{width=170.716535pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f06.png"/>

          </fig>

      <p>Hydrogeologically correct conception:
<list list-type="bullet"><list-item><p>water in porous and permeable rocks (Fig. 2);</p></list-item><list-item><p>partially correct: water in porous and permeable rocks, but with an
important detail, e.g., the aquiclude, missing (Fig. 3).</p></list-item></list>
<?xmltex \hack{\newpage}?><?xmltex \hack{\noindent}?> Hydrogeologically inadequate conceptions:
<list list-type="bullet"><list-item><p>groundwater as a subterranean river, stream, or water vein (Fig. 4);</p></list-item><list-item><p>groundwater as a subterranean lake (Fig. 5);</p></list-item><list-item><p>groundwater stored in caves or cavities in the ground (Fig. 6);</p></list-item><list-item><p>groundwater as part of the water cycle;</p></list-item><list-item><p>groundwater as water at the bottom of water bodies;</p></list-item><list-item><p>other conceptions such as surface waters, water in pipes;</p></list-item><list-item><p>vague drawings.</p></list-item></list>
The answers to the open question regarding the participants' conceptions of
groundwater were analyzed for accuracy and level of detail – ranging from
very broad (e.g., “Water in the ground”) to specific and with the mention of
various details (e.g., rainwater percolates into the ground, seeps through
the soil, and is collected above an impervious layer).</p>
</sec>
<sec id="Ch1.S6.SS1.SSS3">
  <title>Knowledge about hydrogeological issues</title>
      <p>The questionnaire in the pre- and post-test (T1, T3) contained 16 items
pertaining to the geological concepts relevant to the understanding of
groundwater, namely sediments, porosity, flow of groundwater, groundwater
surface, aquifer, and aquiclude. Furthermore, a question regarding the use
of groundwater, and a transfer task with a narrative example of the
agricultural use of fertilizer and its potential threat for groundwater were
posed. The wording of these items was closely related to the contents of the
program, and the items were identical, but the language was adapted
accordingly for pupils and students.</p>
      <p>Three questions were open while the rest were multiple-choice questions or
statements that had to be classified as either being correct or incorrect.
The multiple-choice questions were supplemented by a scale from 1 to 10, on
which the participants had to indicate how sure they were about their
answers. The aim was to evaluate whether the answers given were merely a
guess (low score) or whether, according to the participants' subjective
opinion, they were confident about their knowledge. By this means, an
increase in knowledge could be determined when correct answers were given in
both the pre- and post-test, but the subjective confidence rating had
increased significantly.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T3"><caption><p>Comparison of the conceptions of groundwater of pupils and students
from the experimental group in the pre- and post-tests (in %).</p></caption><oasis:table frame="topbot"><?xmltex \begin{scaleboxenv}{.83}[.83]?><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:colspec colnum="6" colname="col6" align="right"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry rowsep="1" namest="col2" nameend="col3" align="center">Pupils (<inline-formula><mml:math display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 177) </oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry rowsep="1" namest="col5" nameend="col6" align="center">Students (<inline-formula><mml:math display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 73) </oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">Pre-test</oasis:entry>  
         <oasis:entry colname="col3">Post-test</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">Pre-test</oasis:entry>  
         <oasis:entry colname="col6">Post-test</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">Correct conception</oasis:entry>  
         <oasis:entry colname="col2">3.4</oasis:entry>  
         <oasis:entry colname="col3">30.4</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">11.3</oasis:entry>  
         <oasis:entry colname="col6">43.6</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Partially correct</oasis:entry>  
         <oasis:entry colname="col2">5.7</oasis:entry>  
         <oasis:entry colname="col3">11.8</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">8.5</oasis:entry>  
         <oasis:entry colname="col6">5.6</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">GW as subterranean river</oasis:entry>  
         <oasis:entry colname="col2">46.7</oasis:entry>  
         <oasis:entry colname="col3">33.3</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">29.6</oasis:entry>  
         <oasis:entry colname="col6">15.5</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">GW as subterranean lake</oasis:entry>  
         <oasis:entry colname="col2">15.1</oasis:entry>  
         <oasis:entry colname="col3">10.6</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">31.0</oasis:entry>  
         <oasis:entry colname="col6">11.3</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">GW in caves</oasis:entry>  
         <oasis:entry colname="col2">6.7</oasis:entry>  
         <oasis:entry colname="col3">1.7</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">0.0</oasis:entry>  
         <oasis:entry colname="col6">1.4</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Water cycle</oasis:entry>  
         <oasis:entry colname="col2">1.1</oasis:entry>  
         <oasis:entry colname="col3">0.6</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">4.2</oasis:entry>  
         <oasis:entry colname="col6">0.0</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Surface water</oasis:entry>  
         <oasis:entry colname="col2">8.3</oasis:entry>  
         <oasis:entry colname="col3">1.7</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">0.0</oasis:entry>  
         <oasis:entry colname="col6">0.0</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Water pipes</oasis:entry>  
         <oasis:entry colname="col2">5.5</oasis:entry>  
         <oasis:entry colname="col3">1.1</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">1.4</oasis:entry>  
         <oasis:entry colname="col6">1.4</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Other conceptions</oasis:entry>  
         <oasis:entry colname="col2">5.0</oasis:entry>  
         <oasis:entry colname="col3">2.8</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">8.5</oasis:entry>  
         <oasis:entry colname="col6">8.5</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Unclear drawings</oasis:entry>  
         <oasis:entry colname="col2">2.5</oasis:entry>  
         <oasis:entry colname="col3">6.0</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">5.7</oasis:entry>  
         <oasis:entry colname="col6">12.7</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup><?xmltex \end{scaleboxenv}?></oasis:table></table-wrap>

</sec>
<sec id="Ch1.S6.SS1.SSS4">
  <title>Questionnaire for formative evaluation</title>
      <p>The participants were given a questionnaire (T2) and asked to evaluate the
program immediately after working through it. They were instructed to rate it
on an 18-item Likert scale to evaluate the degree of usability, the
subjective success rate, the enjoyment, as well as how understandable and
interesting they perceived the program to be. The internal consistency of the
evaluation questionnaire, measured by means of Cronbach's Alpha, was given in
both groups with values of <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">α</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.81 (pupils) and
<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">α</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.74 (students).</p>
      <p>All data were analyzed using IBM SPSS 22.0.</p>
</sec>
</sec>
</sec>
<sec id="Ch1.S7">
  <title>Results</title>
<sec id="Ch1.S7.SS1">
  <title>Pre-instructional conceptions of groundwater</title>
      <p>In line with the international studies described above, the results of the
drawing exercises from the pre-test showed that the dominating
preconceptions of students and pupils were the academically incorrect
conceptions of an underground river (students: 30 %, pupils: 47 %) and
an underground lake (students: 31 %; pupils: 15 %). Other concepts were
rarely mentioned. The scientifically accurate conception of water within
porous and permeable rocks was drawn by 11 % of students, and only 3 %
of pupils (see Table 3).</p>
      <p>In their verbal descriptions, 60 % of pupils vs. 89 % of students
described the concept correctly. This discrepancy can be attributed to the
fact that most of the verbal descriptions of groundwater provided were very
short and generic (e.g., “Water in the ground”), and did not express nor
allow conclusions as to the underlying conceptions.</p>
</sec>
<sec id="Ch1.S7.SS2">
  <title>Conceptual change</title>
      <p>The scientifically adequate concept of groundwater was significantly more
prevalent in the post-test. The percentage of correct and partially correct
drawings rose from 9 to 42 % for pupils and from 20 to 49 % for
the students. The evaluation of the graphical representations produced by
the participants showed a statistically highly significant shift from
inadequate preconceptions to the correct conception. An evaluation of the
verbal descriptions of groundwater yielded similar results, although from a
much higher baseline (Fig. 7, see also Table 3).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7" specific-use="star"><caption><p>Scientifically accurate conceptions of pupils and students from
the experimental group in the pre- and post-test.</p></caption>
          <?xmltex \igopts{width=369.885827pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f07.png"/>

        </fig>

      <p>When examining the preconceptions of the underground river and lake in
detail, the Wilcoxon test showed that these perceptions were significantly
reduced in the post-tests for both pupils and students (Fig. 8).</p>
      <p>The degree to which this effect can be attributed to the effectiveness of the
multimedia learning program becomes evident in a comparison of the
experimental and control groups. The concept scores (i.e., sum of points
achieved in the concept tasks, max. 4) of the pre- and post-tests of both
groups were calculated and analyzed. This showed a significant improvement in
the scores of the participants from the experimental group while the scores
of the control group saw a slight decrease (pupils – experimental group:
<inline-formula><mml:math display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula>1.20 points, control group: <inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.03 points; students – experimental
group: <inline-formula><mml:math display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula>1.27 points, control group: <inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.07 points) (Fig. 9).</p>
</sec>
<sec id="Ch1.S7.SS3">
  <title>Knowledge acquisition</title>
      <p>In order to verify the overall increase in knowledge, all items testing
knowledge were combined to a total knowledge score. Every correct answer was
worth 2 points, resulting in a maximum total knowledge score of 24 points
in both the pre- and the post-test. The overall increase in knowledge (or
decrease, as the case may be) was determined by the difference between the
total knowledge scores from the pre- and post-test.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8"><caption><p>Comparison of the correct and most frequently mentioned incorrect
groundwater conceptions of pupils and students from the experimental group
in the pre- and post-tests.</p></caption>
          <?xmltex \igopts{width=227.622047pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f08.png"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F9" specific-use="star"><caption><p>Comparison of the conception scores of the experimental and
control groups (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mtext>pupils</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 195; <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mtext>students</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 92; max. 4 points).</p></caption>
          <?xmltex \igopts{width=369.885827pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f09.png"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F10" specific-use="star"><caption><p>Example of conceptual change in a 13-year-old boy from learning with
the multimedia program. Left panel: pre-test, right panel: post-test Erde
(soil), Kies (gravel), Fluss (river), Tonschicht (clay layer), Grundwasser
(groundwater). Left panel: pre-test, right panel: post-test
Erde (soil), Kies (gravel), Fluss (river), Tonschicht (clay layer), Grundwasser (groundwater).</p></caption>
          <?xmltex \igopts{width=355.659449pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f10.png"/>

        </fig>

      <p>A comparison with the control group was once again used to show that the
increase in knowledge was, in fact, attributable to the use of the multimedia
learning program. On average, the scores of students from the experimental
group increased by 3.29 points while those students from the control group
only achieved an increase by 0.89 points. The ANOVA revealed a highly
significant difference between the two groups (<inline-formula><mml:math display="inline"><mml:mi>F</mml:mi></mml:math></inline-formula>(1, 86) <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 12.35;
<inline-formula><mml:math display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 0.01; <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">η</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.13). In the case of the pupils, the
experimental group achieved an increase by 5.31 points compared to
3.82 points (<inline-formula><mml:math display="inline"><mml:mi>F</mml:mi></mml:math></inline-formula>(1, 120) <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 5.88; <inline-formula><mml:math display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 0.05; <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">η</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.05)
in the control group.</p>
      <p>Regarding the fundamental geological concepts of porosity and sediments,
the increase in knowledge was shown to be particularly high in both
experimental groups. Pupils and students performed best in regards to
sediments, flow rates in gravel, sand, and clay and in depicting the
groundwater surface.</p>
      <p>The ANOVA also showed that the participants in the experimental group were
significantly more confident in their answers in the post-test compared to
the participants of the control group.</p>
      <p>We also examined whether the increase in knowledge varied between
participants with a higher level of prior knowledge compared to those with
little or no prior knowledge. In the experimental groups of both pupils and
students, we observed that participants with little prior knowledge achieved
an increase in their knowledge scores in a significantly greater number of
instances than those who possessed a higher level of prior knowledge to
begin with.</p>
</sec>
<sec id="Ch1.S7.SS4">
  <title>Acceptance of the learning program</title>
      <p>The multimedia learning program was evaluated very positively. From a
maximum of 60 possible points (4 points per item) in the evaluation
questionnaire, the average score given by pupils was 51.4 points (<inline-formula><mml:math display="inline"><mml:mi>s</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 5.47)
while students gave an average of 55 points (<inline-formula><mml:math display="inline"><mml:mi>s</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 3.87).</p>
      <p>The results of the individual scales related to interest, comprehensibility,
enjoyment, subjective achievement, and usability are summarized in Table 4.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T4"><caption><p>Results of the formative evaluation (Likert-scale from 1 <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> strongly
disagree to 4 <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> strongly agree).</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="center"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:colspec colnum="6" colname="col6" align="center"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry rowsep="1" namest="col2" nameend="col3">Pupils </oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry rowsep="1" namest="col5" nameend="col6">Students </oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"><inline-formula><mml:math display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col3">SD</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5"><inline-formula><mml:math display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col6">SD</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">Interest</oasis:entry>  
         <oasis:entry colname="col2">3.74</oasis:entry>  
         <oasis:entry colname="col3">0.33</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">3.36</oasis:entry>  
         <oasis:entry colname="col6">0.48</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Comprehensibility</oasis:entry>  
         <oasis:entry colname="col2">3.74</oasis:entry>  
         <oasis:entry colname="col3">0.29</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">3.49</oasis:entry>  
         <oasis:entry colname="col6">0.38</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Enjoyment</oasis:entry>  
         <oasis:entry colname="col2">3.42</oasis:entry>  
         <oasis:entry colname="col3">0.68</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">3.20</oasis:entry>  
         <oasis:entry colname="col6">0.77</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Subjective achievement</oasis:entry>  
         <oasis:entry colname="col2">3.61</oasis:entry>  
         <oasis:entry colname="col3">0.43</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">3.50</oasis:entry>  
         <oasis:entry colname="col6">0.47</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Usability</oasis:entry>  
         <oasis:entry colname="col2">3.28</oasis:entry>  
         <oasis:entry colname="col3">0.73</oasis:entry>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5">3.29</oasis:entry>  
         <oasis:entry colname="col6">0.79</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
</sec>
<sec id="Ch1.S8" sec-type="conclusions">
  <title>Discussion and conclusions</title>
      <p>Even though the importance of groundwater to humans and nature cannot be
overstated, the results of our studies show that young people often lack a
correct understanding of this topic. In alignment with international
studies, most of the Austrian pupils and students from our pre-test imagined
groundwater to be a subterranean river or lake. Only 3 % of the
13-year-olds and 11 % of the university students tested produced drawings
that could be considered an expression of a correct understanding of
groundwater in porous and permeable rocks. These results highlight the
importance of teaching about groundwater within the scope of science
education and education for sustainable development.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F11" specific-use="star"><caption><p>Screenshots from the multimedia learning program.</p></caption>
        <?xmltex \igopts{width=412.564961pt}?><graphic xlink:href="https://hess.copernicus.org/articles/20/2251/2016/hess-20-2251-2016-f11.jpg"/>

      </fig>

      <p>We have demonstrated that groundwater education can be significantly improved
by using our multimedia learning program. Both pupils and students achieved a
significant increase in correct groundwater conceptions and knowledge during
a single session with the multimedia program (15 to 20 min), and without any
accompanying instruction in class or as part of a university course. These
results indicate that our didactic concept with reference to conceptual
change research is useful in order to promote learning about groundwater.</p>
      <p>As an example of successful learning with the multimedia learning program,
the results of a 13-year-old boy regarding conceptual change and knowledge
increase are shown in Fig. 10. In the pre-test, he had imagined groundwater
to be a subterranean river; 2 weeks after working with the multimedia
learning program, his drawing looked quite different. He produced a
hydrogeologically correct drawing of groundwater with porous and permeable
sediment layers, clay as an aquiclude, and a correct water table, even
including the profile of an aerial river. The considerable refinement in his
understanding of the concept of groundwater was also obvious in his retention
performance. In the pre-test, he had answered 9 out of 16 questions
correctly, compared to 15 out of 16 in the post-test. His subjective
confidence rating had increased significantly (mean values on a 10-point
scale: pre-test 6.4 <inline-formula><mml:math display="inline"><mml:mo>→</mml:mo></mml:math></inline-formula> post-test 9.8).</p>
      <p>In a similar way, 42 % of pupils and 49 % of students in the experimental
group drew a correct or partially correct representation of the concept of
groundwater in the post-test as opposed to the pre-test, in which a mere
9 and 20 %, respectively, demonstrated a correct understanding. Highly
significant differences were observed between the experimental and control
groups. The highest knowledge scores were achieved on the basic geological
concepts of sediments and pore space, which were mainly dealt with during the
first part of the multimedia program. In addition, pupils and students from
the experimental group also performed better in the transfer task. Being able
to use the knowledge gained in various everyday situations is one of the
primary objectives of science education. Additionally, the participants'
subjective certainty when completing the questionnaire was significantly
higher in the experimental group.</p>
      <p>In particular pupils with little or no prior knowledge about groundwater
mostly improved their performance by working with the program. Similar
results have been reported from other studies on the efficiency of multimedia
learning programs (Unterbruner and Unterbruner, 2005; Unterbruner et al.,
2008). We believe that a key factor is that (well-designed) multimedia
learning programs can reduce or even avoid cognitive overload, because
individual information processing occurs at the user's own pace and is
therefore adapted to their own reading and listening competency. On the other
hand, learning in class is often adjusted to the skills of an average pupil.
In addition, the program's interestingness and comprehensibility were rated
very highly by the participants. Especially learners with little prior
knowledge benefitted from comprehensible, coherent, and well-arranged texts,
pictures, and animations (cf. Mayer, 2005, 2009).</p>
      <p>Furthermore, there is strong evidence that our multimedia program was
successful in fostering the motivation for engaging with the topic of
groundwater and increasing the `commitment” factor (Sinatra, 2005). In
addition to the abovementioned interestingness, most of the participants
really enjoyed working with the program (see Table 4). Apparently, the
multimedia learning program was able to enhance motivation, a component which
is argued to be a key factor in promoting conceptual change (Sinatra, 2005;
Heddy and Sinatra, 2013).</p>
      <p>Nevertheless, it is evident that the conception of groundwater as an
underground river or lake is a very strong idea. Approximately half of our
pupils and students proved to be resistant to the new concept of groundwater
as water within porous and permeable rocks. In these cases, working with the
program as a singular intervention was not sufficient. In future studies, we
will examine how an incorporation of the multimedia learning program into a
classroom-based learning environment might enhance its effectiveness.</p>
      <p>The fact that there were a greater amount of unclear drawings in the
post-test (see Table 3) may be interpreted as an intermediate step in the
process of conceptual reconstruction. These unclear drawings can be
understood as indicators for a learning process that had started by working
with the program but had not been completed in the sense of conceptual
reconstruction. New knowledge may have been gained but not deeply understood.
As mentioned above, the program's incorporation into a classroom setting
might also reduce the number of unclear drawings as a result of an
intensified engagement with the topic.</p>
      <p>Another reason for the lack of success in these cases may be the factor of
user behavior. Some participants rushed through the program. Their motivation
for attentively working on the program might also be stronger if the
multimedia program was implemented in class.</p>
      <p>In accordance with Schwartz et al. (2011), our data led to the conclusion
that the incorporation of drawings in assessments is a meaningful tool in
order to demonstrate an understanding of the conception of groundwater. The
drawings frequently revealed an incorrect or vague understanding of the
groundwater system, and enabled a better understanding of the participants'
mental models of groundwater. Dickerson and Dawkins (2004) also found that
students were able to state ideas about groundwater and the water cycle using
correct terminology to describe incorrect thinking. Schwartz et al. (2011)
emphasized that students' ability to conceptualize the groundwater system, as
evidenced by their drawings, seems to be “a much stronger predictor of
content mastery than the ability to answer objective questions” (Schwartz et
al., 2011, p. 148).</p>
      <p>Critics point out that drawing ability can be a limiting factor. Participants
may, for example, leave out certain details that they are unable to draw
(Dove et al., 1999). Based on our detailed analyses, we think that it is not
primarily drawing ability that is a limiting factor, but rather a vague or
missing conception of the topic. As many pupils' and students' drawings
showed, a few lines based on a clear mental model suffice for depicting
groundwater, and artistic skills are not required. Additionally, many
drawings clearly showed where working with the multimedia learning program
had resulted in an improved understanding of the concept of groundwater, and
details in the drawings made clear where conceptual change had taken place
(see Fig. 10).</p>
      <p>In summary, the theory-based multimedia learning program presented here can
improve teaching and learning of hydrogeological concepts. Our data suggest
that it is a powerful tool for promoting meaningful learning about
groundwater in terms of both conceptual change and improved knowledge. The
tool has proved to be appropriate for pupils in class as well as students in
teacher training.</p>
</sec>

      
      </body>
    <back><app-group>
        <supplementary-material position="anchor"><p><bold>The Supplement related to this article is available online at <inline-supplementary-material xlink:href="http://dx.doi.org/10.5194/hess-20-2251-2016-supplement" xlink:title="pdf">doi:10.5194/hess-20-2251-2016-supplement</inline-supplementary-material>.</bold></p></supplementary-material>
        </app-group><ack><title>Acknowledgements</title><p>The authors would like to express their gratitude to Ecovia – Landschaft, Wasser, Bildung for their
permission to use their analog groundwater model Demokoffer Grundwasser for the visualization
of groundwater dynamics in our multimedia learning program and in some of
the screenshots presented here. We greatly appreciate the constructive
suggestions made by two anonymous reviewers. <?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
Edited by: S. Illingworth</p></ack><ref-list>
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    <!--<article-title-html>Understanding groundwater – students' pre-conceptions  and conceptual change by means of a theory-guided  multimedia learning program</article-title-html>
<abstract-html><p class="p">Education on the subject of groundwater is crucial for sustainability.
Nevertheless, international studies with students across different age groups
have shown that the basic hydrogeological concept of groundwater defined as
water within porous and permeable rocks is not an established everyday
notion. Drawing from international research, a multimedia learning program
<i>Zwischen Regenwolke und Wasserhahn</i> (between the rain cloud and the
tap) was developed, which incorporates specific insights from the fields of
conceptual change research, multimedia research, and the model of educational
reconstruction. The effectiveness of the learning program was ascertained by
means of two studies with Austrian seventh grade pupils as well as
teacher-training students from the fields of biology and geography in order
to ascertain the effectiveness of the learning program. Using a
quasi-experimental research design, the participants' conceptions and
knowledge of groundwater were determined in a pre- and post-test. The pupils
and students greatly benefitted from working through the learning software
independently. Their knowledge of groundwater increased significantly
compared to the control group and there was a highly significant increase in
the number of scientifically correct notions of groundwater. The acceptance
of the program was also generally very high. The results indicate that
theory-guided multimedia learning programs can play an important role in the
transfer of research results to classroom settings, especially in science
education.</p></abstract-html>
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