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ideas about measurement in terms of point and set paradigms

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14 A. BUFFLER ET AL.<br />

Table 4.<br />

Students’ use <strong>of</strong> <strong>paradigms</strong> for data collection/process<strong>in</strong>g <strong>and</strong><br />

data <strong>set</strong> comparison after <strong>in</strong>struction.<br />

Paradigms used <strong>in</strong> data collection/process<strong>in</strong>g<br />

Consistent<br />

Consistent<br />

po<strong>in</strong>t Mixed <strong>set</strong> Not<br />

paradigm <strong>paradigms</strong> paradigm codeable Total<br />

Paradigms Mixed 9 25 13 2 49<br />

used <strong>in</strong> <strong>paradigms</strong> (13%) (37%) (18%) (2%) (70%)<br />

data <strong>set</strong> Consistent <strong>set</strong> 0 3 15 0 18<br />

comparison paradigm (0%) (4%) (21%) (0%) (26%)<br />

Not 0 1 2 0 3<br />

codeable (0%) (1%) (3%) (0%) (4%)<br />

Total 9 29 30 2 70<br />

(13%) (42%) (43%) (3%) (100%)<br />

The Different Mean Same Uncerta<strong>in</strong>ty (DMSU) probe.<br />

Two other groups <strong>of</strong> students compare their results for d obta<strong>in</strong>ed by releas<strong>in</strong>g the ball at h = 400<br />

mm. Their means <strong>and</strong> st<strong>and</strong>ard deviation <strong>of</strong> the means for their releases were:<br />

Group A: d = 434 5mm<br />

Group B: d = 442 5mm<br />

A: Our result agrees with yours.<br />

B: No, your result does not agree with ours.<br />

Responses to the DMSU probe were associated with the po<strong>in</strong>t paradigm if the<br />

comparison between the two results was made either us<strong>in</strong>g only the mean values,<br />

or only the numerical value <strong>of</strong> the st<strong>and</strong>ard deviations, as illustrated by:<br />

The means are different so the results are different.<br />

The uncerta<strong>in</strong>ties are the same so the results are the same.<br />

(DMSU response)<br />

(DMSU response)<br />

Sometimes a comparison was made us<strong>in</strong>g both the mean <strong>and</strong> the numerical value<br />

<strong>of</strong> the st<strong>and</strong>ard deviation:<br />

Although the uncerta<strong>in</strong>ty is the same the results are the different because the means<br />

are different.<br />

(DMSU response)<br />

On the other h<strong>and</strong>, a student’s response was identified with the <strong>set</strong> paradigm if the<br />

student attempted to reach a decision accord<strong>in</strong>g to the degree to which the <strong>in</strong>tervals<br />

<strong>of</strong> the two <strong>measurement</strong>s overlap, for example:<br />

The two <strong>measurement</strong>s agree with each other s<strong>in</strong>ce the <strong>in</strong>tervals def<strong>in</strong>ed by their<br />

st<strong>and</strong>ard deviations overlap with each other.<br />

(DMSU response)<br />

The responses to the DMSU probe could therefore <strong>in</strong>volve an action which is <strong>in</strong><br />

keep<strong>in</strong>g with the <strong>set</strong> paradigm but the reasons given may or may not have followed<br />

from that paradigm. Table 5 shows the classification <strong>of</strong> students on the basis <strong>of</strong> all<br />

the probes discussed thus far, together with the results <strong>of</strong> the DMSU probe.<br />

Although more than half the students (57%) carried out a <strong>set</strong> paradigm action,

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