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The role of metacognitive skills in learning to solve problems

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<strong>of</strong> learn<strong>in</strong>g on an <strong>in</strong>dividual level with respect <strong>to</strong> the <strong>in</strong>stitutional course.<br />

Third, a ‘paper and pencil’ questionnaire (HollandSky) was developed<br />

<strong>in</strong> order <strong>to</strong> <strong>in</strong>dividually measure low-road transfer as an <strong>in</strong>dication that<br />

mean<strong>in</strong>gful learn<strong>in</strong>g occurred. This was done <strong>in</strong> a pre- and post-test.<br />

This test <strong>in</strong>volved the capability <strong>to</strong> apply knowledge and <strong>skills</strong> learned<br />

<strong>in</strong> KM Quest <strong>to</strong> a slightly different case.<br />

<strong>The</strong> questionnaire HollandSky was based on the learn<strong>in</strong>g goals <strong>of</strong> KM<br />

Quest (see chapter 3) and consisted <strong>of</strong> two parts. <strong>The</strong> first part aimed at<br />

measur<strong>in</strong>g declarative knowledge and consisted <strong>of</strong> two open questions.<br />

<strong>The</strong> second part aimed at measur<strong>in</strong>g procedural knowledge. For this a<br />

case was created with n<strong>in</strong>e questions (3 closed and 6 open questions).<br />

<strong>The</strong> case concerned a fictitious but realistic small travel agency called<br />

HollandSky (Ediati, 2002). This company is comparable <strong>to</strong> Coltec but<br />

differs with respect <strong>to</strong> the strategic aim. Coltec is a large product leadership<br />

organisation, whereas HollandSky is a typical example <strong>of</strong> a small<br />

cus<strong>to</strong>mer <strong>in</strong>timacy organisation. Answer<strong>in</strong>g the questions correctly reflects<br />

the ability <strong>to</strong> correctly transfer knowledge <strong>to</strong> a slightly different<br />

case. Three events were presented <strong>in</strong> the case. <strong>The</strong> 3 questions per event<br />

were about the type <strong>of</strong> the event, activities <strong>to</strong> employ, <strong>in</strong>terventions <strong>to</strong><br />

choose and expected effects.<br />

Two parallel versions <strong>of</strong> HollandSky were developed <strong>in</strong> order <strong>to</strong> prevent<br />

test-retest effects. Additionally, hav<strong>in</strong>g different but parallel question<br />

items <strong>in</strong> pre- and post-test could yield higher motivation for fill<strong>in</strong>g<br />

<strong>in</strong> the post-test, s<strong>in</strong>ce items were new <strong>to</strong> students. <strong>The</strong> types <strong>of</strong> events<br />

<strong>in</strong>cluded <strong>in</strong> both versions were the same, the actual event was different.<br />

For example, event 1 <strong>in</strong> version A <strong>of</strong> the test concerned the fact that the<br />

general manager <strong>of</strong> HollandSky received compla<strong>in</strong>ts from a cus<strong>to</strong>mer <strong>of</strong><br />

HollandSky with respect <strong>to</strong> the service it provides. An <strong>in</strong>ternal <strong>in</strong>vestigation<br />

showed that the compla<strong>in</strong>ts began after the employee that usually<br />

handles these contacts, could not do this anymore and her colleagues had<br />

<strong>to</strong> take over (<strong>in</strong>ternal threat). <strong>The</strong> event <strong>in</strong> version B concerned the fact<br />

that one employee is th<strong>in</strong>k<strong>in</strong>g <strong>of</strong> an early retirement (<strong>in</strong>ternal threat).<br />

Dur<strong>in</strong>g the pre-test, versions were distributed randomly <strong>to</strong> players. Dur<strong>in</strong>g<br />

the post-test, students received the version they had not seen before.<br />

As some <strong>of</strong> the items concerned open questions, a standardised mark<strong>in</strong>g<br />

model was constructed <strong>to</strong> support objective grad<strong>in</strong>g. Test outcomes were<br />

graded on a ten po<strong>in</strong>t scale rang<strong>in</strong>g from 1 (very bad) <strong>to</strong> 10 (excellent).<br />

4.2.3.2 Metacognition<br />

<strong>The</strong> use <strong>of</strong> <strong>metacognitive</strong> <strong>skills</strong> was measured retrospectively. After<br />

task completion, students were asked <strong>to</strong> fill <strong>in</strong> an adapted version <strong>of</strong><br />

the MSLQ. Only the scale for metacognition was <strong>in</strong>cluded. Students re-

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