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Proceedings of the 3rd European Conference on Intellectual Capital

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Nicolae Al. Pop et al.<br />

<str<strong>on</strong>g>the</str<strong>on</strong>g> studies at <str<strong>on</strong>g>the</str<strong>on</strong>g> same university or <str<strong>on</strong>g>the</str<strong>on</strong>g> recommendati<strong>on</strong> potential. In fig. 1 we can observe <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

absolute satisfacti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g>se items, <strong>on</strong> a scale from 1 to 7, where 7 means very satisfied and 1<br />

means totally dissatisfied.<br />

5.2<br />

5<br />

4.8<br />

4.6<br />

4.4<br />

4.2<br />

4<br />

3.8<br />

Competences<br />

5.06<br />

Teaching Style<br />

4.4<br />

Pedagogical Skills<br />

4.67<br />

Implicati<strong>on</strong><br />

4.38<br />

Satisfacti<strong>on</strong><br />

Attitude<br />

4.42<br />

Communicati<strong>on</strong><br />

4.24<br />

Availability<br />

Figure 1: Satisfacti<strong>on</strong> with <str<strong>on</strong>g>the</str<strong>on</strong>g> competences <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors at a university (<strong>on</strong> a scale <str<strong>on</strong>g>of</str<strong>on</strong>g> 1 to 7,<br />

where 7=very satisfied and 1=totally dissatisfied)<br />

As we can observe in fig. 1 <str<strong>on</strong>g>the</str<strong>on</strong>g> satisfacti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> students with <str<strong>on</strong>g>the</str<strong>on</strong>g> competences <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors<br />

have values between 4 (average satisfacti<strong>on</strong>) and 5 (ra<str<strong>on</strong>g>the</str<strong>on</strong>g>r satisfied). Although <str<strong>on</strong>g>the</str<strong>on</strong>g>re is no high<br />

variati<strong>on</strong> between <str<strong>on</strong>g>the</str<strong>on</strong>g> items, we can observe that <str<strong>on</strong>g>the</str<strong>on</strong>g> students are most satisfied with <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

competences <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors (5.06) and with <str<strong>on</strong>g>the</str<strong>on</strong>g> pedagogical skills (4.67) and least satisfied with<br />

<str<strong>on</strong>g>the</str<strong>on</strong>g> communicati<strong>on</strong> between <str<strong>on</strong>g>the</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors and <str<strong>on</strong>g>the</str<strong>on</strong>g> students (4.24) and <str<strong>on</strong>g>the</str<strong>on</strong>g> availability <str<strong>on</strong>g>of</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors<br />

for discussi<strong>on</strong>s (4.32). The values presented corresp<strong>on</strong>d to <str<strong>on</strong>g>the</str<strong>on</strong>g> average item “satisfied that you chose<br />

this university”, which has a value <str<strong>on</strong>g>of</str<strong>on</strong>g> 4.83. It is interesting to observe that <str<strong>on</strong>g>the</str<strong>on</strong>g> value <str<strong>on</strong>g>of</str<strong>on</strong>g> this item, asked<br />

at <str<strong>on</strong>g>the</str<strong>on</strong>g> end <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> questi<strong>on</strong>naire is higher than <str<strong>on</strong>g>the</str<strong>on</strong>g> overall satisfacti<strong>on</strong>, asked at <str<strong>on</strong>g>the</str<strong>on</strong>g> beginning <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

questi<strong>on</strong>naire, which has a value <str<strong>on</strong>g>of</str<strong>on</strong>g> 3.16. This indicates that <str<strong>on</strong>g>the</str<strong>on</strong>g> cognitive satisfacti<strong>on</strong> (after taking in<br />

c<strong>on</strong>siderati<strong>on</strong> all aspects regarding <str<strong>on</strong>g>the</str<strong>on</strong>g> university) is higher than <str<strong>on</strong>g>the</str<strong>on</strong>g> emoti<strong>on</strong>al satisfacti<strong>on</strong> (a value<br />

given, without taking in c<strong>on</strong>siderati<strong>on</strong> all items). The university should take this result in c<strong>on</strong>siderati<strong>on</strong><br />

and improve its image by marketing more several positive aspects. Because <str<strong>on</strong>g>of</str<strong>on</strong>g> this result we will take<br />

in c<strong>on</strong>siderati<strong>on</strong> in <str<strong>on</strong>g>the</str<strong>on</strong>g> fur<str<strong>on</strong>g>the</str<strong>on</strong>g>r analysis <str<strong>on</strong>g>the</str<strong>on</strong>g> item “satisfied that you chose this university”.<br />

In order to see <str<strong>on</strong>g>the</str<strong>on</strong>g> influence <str<strong>on</strong>g>of</str<strong>on</strong>g> all <str<strong>on</strong>g>the</str<strong>on</strong>g>se factors <strong>on</strong> <str<strong>on</strong>g>the</str<strong>on</strong>g> satisfacti<strong>on</strong> with <str<strong>on</strong>g>the</str<strong>on</strong>g> university, we have d<strong>on</strong>e a<br />

regressi<strong>on</strong> analysis with <str<strong>on</strong>g>the</str<strong>on</strong>g> help <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> SPSS. In this analysis we had as dependent variable <str<strong>on</strong>g>the</str<strong>on</strong>g> item<br />

“satisfied that you chose this university” and <str<strong>on</strong>g>the</str<strong>on</strong>g> independent variables <str<strong>on</strong>g>the</str<strong>on</strong>g> items presented in fig. 1.<br />

The results <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> regressi<strong>on</strong> analysis are presented in fig. 2.<br />

According to <str<strong>on</strong>g>the</str<strong>on</strong>g> value <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> R-Square obtained in <str<strong>on</strong>g>the</str<strong>on</strong>g> regressi<strong>on</strong> analysis we can state that 26% <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

<str<strong>on</strong>g>the</str<strong>on</strong>g> dependent variable can be explained by <str<strong>on</strong>g>the</str<strong>on</strong>g> analyzed factors. Although at <str<strong>on</strong>g>the</str<strong>on</strong>g> first glance this<br />

value is not very high, if we take in c<strong>on</strong>siderati<strong>on</strong> <str<strong>on</strong>g>the</str<strong>on</strong>g> fact that in <str<strong>on</strong>g>the</str<strong>on</strong>g> study, <str<strong>on</strong>g>the</str<strong>on</strong>g>re have been<br />

c<strong>on</strong>sidered 80 satisfacti<strong>on</strong> items, this value is a significant <strong>on</strong>e. This value is also c<strong>on</strong>firmed by <str<strong>on</strong>g>the</str<strong>on</strong>g> R-<br />

Square change. Also <str<strong>on</strong>g>the</str<strong>on</strong>g> F-Test in <str<strong>on</strong>g>the</str<strong>on</strong>g> ANOVA Table shows a significance <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> regressi<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> 99%.<br />

According to <str<strong>on</strong>g>the</str<strong>on</strong>g> results <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> Regressi<strong>on</strong> analysis and assuming that all o<str<strong>on</strong>g>the</str<strong>on</strong>g>r factors are c<strong>on</strong>stant<br />

we have <str<strong>on</strong>g>the</str<strong>on</strong>g> following regressi<strong>on</strong> functi<strong>on</strong>:<br />

Satisfacti<strong>on</strong> = 1.66 + 0.21*competences + 0.12*teaching_style – 0.28*pedagogical_skills +<br />

0.12*implicati<strong>on</strong> + 0.03*attitude + 0.12*communicati<strong>on</strong> + 0.08*availability<br />

So we can observe that <str<strong>on</strong>g>the</str<strong>on</strong>g> highest influence <strong>on</strong> <str<strong>on</strong>g>the</str<strong>on</strong>g> overall satisfacti<strong>on</strong> has <str<strong>on</strong>g>the</str<strong>on</strong>g> competences <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors and <str<strong>on</strong>g>the</str<strong>on</strong>g> least influence has <str<strong>on</strong>g>the</str<strong>on</strong>g> attitude <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors towards <str<strong>on</strong>g>the</str<strong>on</strong>g> students. The next<br />

highest influence has <str<strong>on</strong>g>the</str<strong>on</strong>g> teaching style, <str<strong>on</strong>g>the</str<strong>on</strong>g> implicati<strong>on</strong> and <str<strong>on</strong>g>the</str<strong>on</strong>g> communicati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors<br />

towards <str<strong>on</strong>g>the</str<strong>on</strong>g> students. The BETA-test in <str<strong>on</strong>g>the</str<strong>on</strong>g> SPSS analysis shows also <str<strong>on</strong>g>the</str<strong>on</strong>g> highest influence for <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

item competences <str<strong>on</strong>g>of</str<strong>on</strong>g> pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors. With <str<strong>on</strong>g>the</str<strong>on</strong>g> excepti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> items “pedagogical skills” and “attitude”, for<br />

all o<str<strong>on</strong>g>the</str<strong>on</strong>g>r factors <str<strong>on</strong>g>the</str<strong>on</strong>g> significance has a value close to “0” so that we can reject <str<strong>on</strong>g>the</str<strong>on</strong>g> Zero-Hypo<str<strong>on</strong>g>the</str<strong>on</strong>g>sis.<br />

346<br />

4.32

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