Tag Archives: education

Student success and self-efficacy

Success is a multiplicative function of ability and motivation [Chan et al, 1998 & Pinder 1984] and in turn motivation requires positive ‘situation expectations’ and good ‘achievement striving’, which is the extent to which individuals take their work seriously [Norris & Wright, 2003].  Hence, we can motivate engineering students by setting engineering science in a professional context and connecting it to something familiar according to Sheppard et al [2009].

Self-efficacy is a ‘belief in one’s capabilities’ and is closely related to student success [Marra et al, 2009].  There are four sources of self-efficacy that contribute to success: mastery experiences; social persuasion; psychological state; and vicarious experiences [Bandera, 1997].

Mastery experiences include, for example, the positive experience of completing a course or a project.  Vicarious experiences are those gained via observation of someone else’s engagement and their effect on self-efficacy is dependent on similarity of the observer and observed.

The bottom-line is that self-efficacy is powerful motivational construct relating to choices to engage in class activities and to persist in engineering [Hackett et al, 1992].  So, to create a learning environment that motivates all students to acquire knowledge, it is necessary provide opportunities for all sources of self-efficacy to contribute to student success.  This implies providing opportunities for mastery and vicarious experiences in a supportive environment that avoids any negative stereotyping.

Using a variety of everyday engineering examples provides a level of familiarity that lowers anxiety levels and improves the psychological state of students.  Demonstrating everyday examples in class, as part of the Engage step in the 5Es [see ‘Engage, Explore, Explain, Elaborate and Evaluate’ on August 1st, 2018], allows students to have a vicarious experience as does Elaborating examples for them.  While allowing students to Evaluate their own learning provides the opportunity for mastery experiences.  These factors are probably one reason why using Everyday Engineering Examples embedded in 5E lesson plans leads to a higher level of student engagement and learning.

References:

Bandura A, Self-efficacy: the exercise of control, Freeman & Co, New York, 1997.

Chan D, Schmitt N, Sacco JM; DeShon RP. Understanding pretest and posttest reactions to cognitive ability and personality tests, J. Applied Psychology, 83(3): 471-485, 1998

Hackett G, Betz NE, Casas JM, Rocha-Singa IA, Gender ethinicity and social cognitive factors predicting the academic achievement of students in engineering, J. Counselling Psychology, 39(4):527-538, 1992.

Marra RM, Rodgers KA, Shen D, and Bogue B, Women engineering students and self-efficacy: a multi-year, multi-institution study of women engineering student self-efficacy, J. Engineering Education, 99(1):27-38, 2009.

Norris SA, Wright D. Moderating effects of achievement striving and situational optimism on the relationship between ability and performance outcomes of college students, Research in Higher Education, 44(3):327-346, 2003.

Pinder CC, Work motivation, Scott, Foresman Publishing, Glenview, IL, 1984.

Sheppard S, Macatangay K, Colby A, Sullivan WM, Educating engineers: designing for the future of the field, Jossey-Bass, San Francisco, CA, 2009.

 

CALE #8 [Creating A Learning Environment: a series of posts based on a workshop given periodically by Pat Campbell and Eann Patterson in the USA supported by NSF and the UK supported by HEA]

Engineering idiom

Many of us, either as students or as instructors, will have experienced the phenomenon that students are more likely to give a correct answer when the context is familiar [Linn & Hyde, 1989; Chapman et al 1991].  Conversely, a lack of familiarity may induce students to panic about the context and fail to listen in a lecture [Rosser, 2004] or to appreciate the point of a question in an examination.  Your dictionary probably gives two meanings for context: ‘surrounding conditions’ and ‘a construction of speech’.  You would think that the importance of teaching by reference to the surrounding condition is so obvious as to require no comment; except professors forget that conditions experienced by students are different to their own, both now and when they were students [Nathan, 2005 & ‘Creating an evolving learning environment’ on February 21st, 2018].  To get an appreciation of how different consult the ‘Mindset List‘ produced each year by Beloit College; for example as far as the class of 2020 are concerned robots have always been surgical partners in the operating room [#55 on the 2020 Mindset List].

What about the construction of speech?  I think that there is an engineering idiom because engineering education has its own ‘language’ of models and analogies.  Engineering science is usually taught in the context of idealised applications, such as colliding spheres, springs and dashpots, and shafts.  It would be wrong to say that they have no relevance to the subject; but, the relevance is often only apparent to those well-versed in the subject; and, by definition, students are not.  The result is a loss of perceived usefulness of learning which adversely influences student motivation [Wigfield & Eccles, 2000] – they are more likely to switch off, so keep the language simple.

References:

Chipman S, Marshall S, Scott P. Content effects on word problem performance: A possible source of test bias? American Educational Research Journal, 28(4), 897-915, 1991.

Linn M, Hyde J, Gender, mathematics, and science, Educational Researcher, 18(8), 17-19, 22-27, 1989.

Nathan R, My freshman year: what a professor learned by becoming a student, Cornell University Press, Ithaca, New York, 2005.

Rosser SV, Gender issues in teaching science, in S. Rose. and B. Brown (eds.), Report on the 2003 Workshop on Gender Issues in the Sciences, pp. 28-37, 2004.

Wigfield A, Eccles JS, Expectancy-value theory of motivation, Contemporary Educational Psychology, 25(1): 68-81, 2000.

 

CALE #7 [Creating A Learning Environment: a series of posts based on a workshop given periodically by Pat Campbell and Eann Patterson in the USA supported by NSF and the UK supported by HEA]

Alternative definition of education

I am taking a final week of vacation before the new academic year starts.  During the fortnight of vacation we took in July, I read a novel by Elizabeth Taylor called ‘A View of the Harbour‘.  One sentence in particular struck a chord with me: ‘education [meant] the insinuation into children’s heads as painlessly as possible of a substance which might later turn out to have money-making properties’.  It describes how I sometimes feel, in my more cynical moments, about teaching in a university today.

 

Motivated by fruitful applications

In my series of posts on creating a learning environment [CALE #1 to #5, so far], I have mentioned Everyday Engineering Examples frequently, but what are they?  In the workshops on which the series is based, I define them as ‘familiar real-life objects or situations used to illustrate engineering principles’.  We have found in our research that the level of difficulty had no significant influence on the effectiveness of the examples in supporting student learning.  In the research, we combined them with 5E lesson plans and tested them alongside control classes [see Campbell et al., 2008].   So, it is not necessary to simplify the example to use as a part of lecture; instead the level of idealisation should be minimised to retain the relevance and context from the students’ perspective.

The choice of example is critical: there must be a transparent connection to the students’ experience and simultaneously the example must provide a straightforward implementation of the engineering principle being taught.  The subsequent exploration, explanation, elaboration and evaluation in the 5E lesson plan should pose questions with useful or interesting answers because the absence of a useful or interesting end-point creates a risk of presenting a tedious intellectual exercise.  And, perceived usefulness of learning influences students motivation [Wigfield & Eccles, 2000].

So what we are looking for are ‘fruitful applications’, in the words of Art Heinricher, Dean of Undergraduate Studies & Professor of Mathematical Sciences, WPIFor lots of Everyday Engineering Examples, see https://realizeengineering.blog/everyday-engineering-examples/.

Reference:

Wigfield A, Eccles JS, Expectancy-value theory of motivation, Contemporary Educational Psychology, 25(1): 68-81, 2000.

Campbell PB, Patterson EA, Busch Vishniac I, Kibler T, (2008).  Integrating Applications in the Teaching of Fundamental Concepts, Proc. 2008 ASEE Annual Conference and Exposition, (AC 2008-499).

 

CALE #6 [Creating A Learning Environment: a series of posts based on a workshop given periodically by Pat Campbell and Eann Patterson in the USA supported by NSF and the UK supported by HEA]