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MetaMath	
  and	
  MathGeAr	
  Projects:	
  Students’	
  
Perceptions	
  of	
  Mathematics	
  in	
  Engineering	
  Education
Introduction
Methodology
Results
Conclusion
References
Pedro	
  Lealdino Filho1,	
  Christian	
  Mercat1 and	
  Mohamed	
  El-­‐Demerdash1,2
1	
  S2HEP	
  EA4148	
  Université	
  Claude	
  Bernard	
  – Lyon	
  1,	
  France, 2	
  Menoufia	
  University,	
  Egypt	
  
Mathematics is considered as the foundation discipline for the
entire spectrum of Sciences, Technology, Engineering and
Mathematics (STEM) curricula. Its weight in the curriculum is
therefore high (Alpers, et al., 2013).
Several special studies in Europe suggest that competencies gap in
mathematics is a most typical reason for STEM students to drop out
of study. The overall objective of the Tempus projects, MetaMath
and MathGeAr, is to improve the quality of STEM education in the
South Caucasian region and Russia, by modernizing and improving
the curricula and teaching methods in the field of Mathematics.
After Gaston Bachelard, in Cardoso (1985), an epistemological
features evident in the sciences include the aspiration to be
objective. From the intuitive perception of a phenomenon, a pre-­‐
scientific spirit needs to overcome a set of epistemological
obstacles to reach a scientific stage.
To explore students’ perceptions of mathematics we produced an
online survey to be distributed in all participant countries. The
questionnaire has three main dimensions:
A total of 35 questions were answered by 1548 students from all
participant countries. After collecting the data from the online
survey we used the statistical package R to analyze the data and
draw conclusions. We performed a Principal Component Analysis
(PCA) to investigate patterns in the students’ responses. In general
terms, PCA uses a vector space transform to reduce the
dimensionality of large data sets. Using mathematical projection,
the original data set, which may have involved many variables, can
often be interpreted in just a few variables (the principal
components).
Therefore, modernized curricula for engineers should address
these issues. On the other hand, Caucasian students tend to
perceive that mathematics consists of knowledge rather than
competencies, mainly of theoretical interest, with a discrepancy
between early practical mathematics and theoretical engineer
mathematics. The European students feel that advanced
mathematics is useful, that the role of a teacher is more to help
students to apply mathematics than to only transmit knowledge.
The Russian students fall in between the two groups and are
more diverse in their opinions.
Our findings suggest that: teaching should put forward the
applications of advanced mathematics and focus on competencies
rather than transmission of knowledge; the European countries on
the one hand and Caucasian countries on the other are quite
aligned but Russian students’ perceptions are more spread out
and in between those of the European and Caucasian students.
Alpers, B.A., Demlova, M., Fant, C.H., Gustafsson, T., Lawson, D.,
Mustoe, L., Olsen-­‐Lehtonen, B., Robinson, C.L. & Velichova, D.
(2013). A framework for mathematics curricula in engineering
education: a report of the mathematics working group.
Cardoso, W. (1985). Epistemological Obstacles . Revista Brasileira de
História da Ciência. 1.
Richardson, M. (2009). Principal component analysis. URL:
http://people. maths. ox. ac. uk/richardsonm/SignalProcPCA.
pdf (last access: 3.5. 2013).
Johnson, R. A.; & Wichern, D.W. (1999). Applied multivariate
statistical analysis. 4th ed. Upper Saddle River, New Jersey:
Prentice-­‐Hall.
Using R statistical package we plot the two first Principal
Components. The analysis shows that all students feel that math
teaching is too theoretical, not practical enough and has not
enough connections with other sciences and engineer’s job reality.
Q001
Q004
Q005Q006
Q008
Q010
Q011
Q012
Q013
Q014
Q
015
Q
017
Q018
Q
019
Q020
Q021
Q022
Q023
Q025
Q43
Q44
Q45
Q46
Q027
Q028
Q030
Q031
Q032
Q033
Q034
Q037
Q038
Q040
Q041
Q042
-3
0
3
-4 0 4
PC1 (15.2% explained var.)
PC2(8.6%explainedvar.)
groups
fi
fr
hy
ka
ru
Finland
France
Georgia
Armenia
Finland
Russia

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MetaMath and MathGeAr Projects: Students' Perceptions of Mathematics in Engineering Courses

  • 1. MetaMath  and  MathGeAr  Projects:  Students’   Perceptions  of  Mathematics  in  Engineering  Education Introduction Methodology Results Conclusion References Pedro  Lealdino Filho1,  Christian  Mercat1 and  Mohamed  El-­‐Demerdash1,2 1  S2HEP  EA4148  Université  Claude  Bernard  – Lyon  1,  France, 2  Menoufia  University,  Egypt   Mathematics is considered as the foundation discipline for the entire spectrum of Sciences, Technology, Engineering and Mathematics (STEM) curricula. Its weight in the curriculum is therefore high (Alpers, et al., 2013). Several special studies in Europe suggest that competencies gap in mathematics is a most typical reason for STEM students to drop out of study. The overall objective of the Tempus projects, MetaMath and MathGeAr, is to improve the quality of STEM education in the South Caucasian region and Russia, by modernizing and improving the curricula and teaching methods in the field of Mathematics. After Gaston Bachelard, in Cardoso (1985), an epistemological features evident in the sciences include the aspiration to be objective. From the intuitive perception of a phenomenon, a pre-­‐ scientific spirit needs to overcome a set of epistemological obstacles to reach a scientific stage. To explore students’ perceptions of mathematics we produced an online survey to be distributed in all participant countries. The questionnaire has three main dimensions: A total of 35 questions were answered by 1548 students from all participant countries. After collecting the data from the online survey we used the statistical package R to analyze the data and draw conclusions. We performed a Principal Component Analysis (PCA) to investigate patterns in the students’ responses. In general terms, PCA uses a vector space transform to reduce the dimensionality of large data sets. Using mathematical projection, the original data set, which may have involved many variables, can often be interpreted in just a few variables (the principal components). Therefore, modernized curricula for engineers should address these issues. On the other hand, Caucasian students tend to perceive that mathematics consists of knowledge rather than competencies, mainly of theoretical interest, with a discrepancy between early practical mathematics and theoretical engineer mathematics. The European students feel that advanced mathematics is useful, that the role of a teacher is more to help students to apply mathematics than to only transmit knowledge. The Russian students fall in between the two groups and are more diverse in their opinions. Our findings suggest that: teaching should put forward the applications of advanced mathematics and focus on competencies rather than transmission of knowledge; the European countries on the one hand and Caucasian countries on the other are quite aligned but Russian students’ perceptions are more spread out and in between those of the European and Caucasian students. Alpers, B.A., Demlova, M., Fant, C.H., Gustafsson, T., Lawson, D., Mustoe, L., Olsen-­‐Lehtonen, B., Robinson, C.L. & Velichova, D. (2013). A framework for mathematics curricula in engineering education: a report of the mathematics working group. Cardoso, W. (1985). Epistemological Obstacles . Revista Brasileira de História da Ciência. 1. Richardson, M. (2009). Principal component analysis. URL: http://people. maths. ox. ac. uk/richardsonm/SignalProcPCA. pdf (last access: 3.5. 2013). Johnson, R. A.; & Wichern, D.W. (1999). Applied multivariate statistical analysis. 4th ed. Upper Saddle River, New Jersey: Prentice-­‐Hall. Using R statistical package we plot the two first Principal Components. The analysis shows that all students feel that math teaching is too theoretical, not practical enough and has not enough connections with other sciences and engineer’s job reality. Q001 Q004 Q005Q006 Q008 Q010 Q011 Q012 Q013 Q014 Q 015 Q 017 Q018 Q 019 Q020 Q021 Q022 Q023 Q025 Q43 Q44 Q45 Q46 Q027 Q028 Q030 Q031 Q032 Q033 Q034 Q037 Q038 Q040 Q041 Q042 -3 0 3 -4 0 4 PC1 (15.2% explained var.) PC2(8.6%explainedvar.) groups fi fr hy ka ru Finland France Georgia Armenia Finland Russia