We report on semi-quantitative research into students' difficulties with integration in an intermediate-level electromagnetism course with cohorts of about 50 students. We have found that before they enter the course, students view integration primarily as a process of evaluation, even though viewing integration as a summation process would be more fruitful. We confirm and quantify earlier results that recognizing dependency on a variable is a strong cue that prompts students to integrate and that various technical difficulties with integration prevent almost all students from getting a completely correct answer to a typical electromagnetism problem involving integration. We describe a teaching sequence that we have found useful in helping students address the difficulties we identified.

1.
J. W.
Dunn
and
J.
Barbanel
, “
One model for an integrated math/physics course focusing on electricity and magnetism and related calculus topics
,”
Am. J. Phys.
68
(
8
),
749
757
(
2000
).
2.
C. A.
Manogue
,
K.
Browne
,
T.
Dray
, and
B.
Edwards
, “
Why is Ampère's law so hard? A look at middle-division physics
,”
Am. J. Phys.
74
(
4
),
344
350
(
2006
).
3.
D. C.
Meredith
and
K. A.
Marrongelle
, “
How students use mathematical resources in an electrostatics context
,”
Am. J. Phys.
76
(
6
),
570
578
(
2008
).
4.
S. J.
Pollock
, “
Longitudinal study of student conceptual understanding in electricity and magnetism
,”
Phys. Rev. ST Phys. Educ. Res.
5
,
020110-117
(
2009
).
5.
C. S.
Wallace
and
S. V.
Chasteen
, “
Upper-division students' difficulties with Ampère's law
,”
Phys. Rev. ST Phys. Educ. Res.
6
,
020115-1–8
(
2010
).
6.
S. V.
Chasteen
,
S. J.
Pollock
,
R. E.
Pepper
, and
K. K.
Perkins
, “
Transforming the junior level: Outcomes from instruction and research in E&M
,”
Phys. Rev. ST Phys. Educ. Res.
8
,
020107-1–18
(
2012
).
7.
S. V.
Chasteen
,
R. E.
Pepper
,
M. D.
Caballero
,
S. J.
Pollock
, and
K. K.
Perkins
, “
Colorado Upper-Division Electrostatics diagnostic: A conceptual assessment for the junior level
,”
Phys. Rev. ST Phys. Educ. Res.
8
,
020108-1–15
(
2012
).
8.
S. V.
Chasteen
,
S. J.
Pollock
,
R. E.
Pepper
, and
K. K.
Perkins
, “
Thinking like a physicist: A multi-semester case study of junior-level electricity and magnetism
,”
Am. J. Phys.
80
,
923
930
(
2012
).
9.
R.
Pepper
,
S. V.
Chasteen
,
S. J.
Pollock
, and
K. K.
Perkins
, “
Observations on student difficulties with mathematics in upper-division electricity and magnetism
,”
Phys. Rev. ST Phys. Educ. Res.
8
,
010111-1–15
(
2012
).
10.
L.
Cui
,
N. S.
Rebello
,
P.
Fletcher
, and
A.
Bennett
, “
Transfer of learning from college calculus to physics courses
,” in
Proceedings of the NARST 2006 Annual Meeting
(
NARST, Reston
,
VA
,
2006
)
, <https://web.phys.ksu.edu/papers/2006/Cui_NARST2006.pdf>.
11.
D.-H.
Nguyen
and
N. S.
Rebello
, “
Students' understanding and application of the area under the curve concept in physics problems
,”
Phys. Rev. ST Phys. Educ. Res.
7
,
010112-1–17
(
2011
).
12.
D.-H.
Nguyen
and
N. S.
Rebello
, “
Students' difficulties with integration in electricity
,”
Phys. Rev. ST Phys. Educ. Res.
7
,
010113
(
2011
).
13.
H. R.
Sadaghiani
, “
Using multimedia learning modules in a hybrid-online course in electricity and magnetism
,”
Phys. Rev. ST Phys. Educ. Res.
7
,
010102-1–7
(
2011
).
14.
E. R.
Savelsbergh
,
T. de
Jong
, and
M. G. M.
Ferguson-Hessler
, “
Choosing the right solution approach: The crucial role of situational knowledge in electricity and magnetism
,”
Phys. Rev. ST Phys. Educ. Res.
7
,
010103-1–12
(
2011
).
15.
J.
Von Korff
and
N. S.
Rebello
, “
Teaching integration with layers and representations: A case study
,”
Phys. Rev. ST Phys. Educ. Res.
8
,
010125
(
2012
).
16.
D. J.
Griffiths
,
Introduction to Electrodynamics
, 3rd ed. (
Prentice-Hall
,
Upper Saddle River, NJ
,
1999
).
17.
The calculus-based textbook was
Young & Freedman
,
University Physics
, 12th ed. (
Addison-Wesley
,
Reading, MA
,
2007
);
the algebra-based textbook
D. C.
Giancoli
,
Physics
, 6th ed. (
Pearson
,
2010
). Both courses cover the relevant material on introductory electricity and magnetism.
18.

We deem the two cohorts to be equivalent since in many pretests (not reported in this paper) we obtain very similar responses.

19.
L. C.
McDermott
,
P. S.
Shaffer
, and
the Physics Education Group at the University of Washington
,
Tutorials in Introductory Physics
(
Prentice-Hall, Inc.
,
Upper Saddle River, NJ
,
2002
). Alterations made to the tutorials were typically small and served to dovetail these existing conceptual physics tutorials with the conceptual mathematical tutorials.
20.
The case for this kind of tutorials was made eloquently by
B. S.
Ambrose
, “
Investigating student understanding in intermediate mechanics: Identifying the need for a tutorial approach to instruction
,”
Am. J. Phys.
72
(
4
),
453
459
(
2004
).
21.
A.
Orton
, “
Students' understanding of integration
,”
Educ. Stud. Math.
14
(
1
),
1
18
(
1983
).
22.
K.
Pettersson
and
M.
Scheja
, “
Algorithmic contexts and learning potentiality: A case study of students' understanding of calculus
,”
Int. J. Math. Educ. Sci. Tech.
39
(
6
),
767
784
(
2008
).
23.
T. A.
Grundmeier
,
J.
Hansen
, and
E.
Sousa
, “
An exploration of definition and procedural fluency in integral calculus
,”
Prob. Res. Iss. Math. Undergrad. Stud.
16
(
2
),
178
191
(
2006
).
24.
P. W.
Thompson
and
J.
Silverman
, “
The concept of accumulation in calculus
,” in
Making the Connection: Research and Teaching in Undergraduate Mathematics
, edited by
M. P.
Carlson
and
C.
Rasmussen
(
Mathematical Association of America
,
Washington, DC
,
2008
), pp.
43
52
.
25.
V.
Sealey
, “
Definite integrals, Riemann sums, and area under a curve: What is necessary and sufficient
,” in
Proceedings of the 28th Annual Meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education
, edited by
S.
Alatorre
 et al. (
Universidad Pedagogica Nacional
,
Merida, Yucatan, Mexico
,
2006
), Vol.
2
, pp.
46
53
.
26.
D.
Tall
and
S.
Vinner
, “
Concept image and concept definition in mathematics with particular reference to limits and continuity
,”
Educ. Stud. Math.
12
(
2
),
151
169
(
1981
).
27.
L.
Alcock
and
A.
Simpson
,
Ideas from Mathematics Education: An Introduction for Mathematicians
(
Higher Education Academy
,
Birmingham
,
2009
).
28.
A similar approach was adopted by Vinner while researching students' concept image of functions. See
S.
Vinner
and
T.
Dreyfus
, “
Image and definitions for the concept of function
,”
J. Res. Math. Educ.
20
(
4
),
356
366
(
1989
).
29.

Students appear to have interpreted our elaboration on the term “interpret” as intended: “write” was not meant to exclude diagrammatic representations. Students who mentioned area under the curve especially tended to draw diagrams to illustrate their answers.

30.

We use the term “summation” throughout, but note that in the mathematics education literature the term “accumulation” is commonly used.

31.

It cannot be denied that there is an ambiguity in the notation: n(x) could mean “multiply n by x,” although no expert would interpret n(x) that way.

32.
L. C.
McDermott
,
P. S.
Shaffer
, and the Physics Education Group at the University of Washington,
Physics by Inquiry
(
Wiley
,
New York
,
1996
).
33.
J.
Tuminaro
and
E.
Redish
, “
Understanding students poor performance on mathematical problem solving in physics
,”
AIP Conf. Proc.
720
,
113
116
(
2004
).
34.

Of course we are and were aware of the general ineffectiveness of teaching by telling; we were under the mistaken impression that we were merely reminding students of something they had already internalized.

35.

These five tutorial problems entailed: finding the total charge on a thin semicircular disk of radius R with varying surface charge density; calculating the electric flux through a flat sheet due to a point charge located above one of the corners of the sheet; determining the potential due to a uniformly charged rod; calculating by integration the circulation along a rectangular loop of the magnetic field due to a straight current-carrying wire; and calculating the magnetic force on a square current-carrying loop due to a straight wire.

36.

We realize that at first glance, this may look like a “dumbed down” version of Problem 2.10 of Griffiths' textbook.16 We are aware that the answer can be obtained in one line from symmetry considerations, but have found it a useful problem to tackle through integration.

37.
D. J.
Wood
,
J. S.
Bruner
, and
G.
Ross
, “
The role of tutoring in problem solving
,”
J. Child Psych. Psychol.
17
(
2
),
89
100
(
1976
).
38.
J.
Guisasola
,
J. M.
Almundí
,
J.
Salinas
,
K.
Zuza
, and
M.
Ceberio
, “
The Gauss and Ampere laws: Different laws but similar difficulties for student learning
,”
Eur. J. Phys.
29
,
1005
1016
(
2008
).
39.
S.
Kanim
, “
An investigation into student difficulties in qualitative and quantitative problem solving: Examples from electric circuits and electrostatics
,” Ph.D. dissertation (unpublished),
Department of Physics, University of Washington
(
1999
).
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