undergraduates’ attitudes and the study of mathematics at the

36
UNDERGRADUATES’ ATTITUDES AND THE STUDY OF MATHEMATICS AT THE UNIVERSITY OF SWAZILAND*. BY DR. LUCKSON M. KAINO FACULTY OF EDUCATION UNIVERSITY OF BOTSWANA PRIVATE BAG 002 GABORONE, BOTSWANA PAPER PRESENTED TO THE ASSOCIATION OF AFRICAN UNIVERSITIES (AAU), ACCRA-GHANA *Version of the study titled “Gender attitudes and learning of maths among undergraduate students at the University of Swaziland” conducted by the author while at the Faculty of Education, University of Swaziland, Swaziland,1998.

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Page 1: UNDERGRADUATES’ ATTITUDES AND THE STUDY OF MATHEMATICS AT THE

UNDERGRADUATES’ ATTITUDES AND THE STUDY OF

MATHEMATICS AT THE UNIVERSITY OF SWAZILAND*.

BY

DR. LUCKSON M. KAINO

FACULTY OF EDUCATION UNIVERSITY OF BOTSWANA PRIVATE BAG 002 GABORONE, BOTSWANA PAPER PRESENTED TO THE ASSOCIATION OF AFRICAN UNIVERSITIES (AAU), ACCRA-GHANA

*Version of the study titled “Gender attitudes and learning of maths among undergraduate

students at the University of Swaziland” conducted by the author while at the Faculty of

Education, University of Swaziland, Swaziland,1998.

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2

Abstract

The paper analyses undergraduate attitudes and the study of mathematics at the University of

Swaziland. It involves performance, enrolment and dropout in mathematics;

interest,confidence and influencing factors to study the subject. The sample involves B.Sc

and B.Ed students,and University lecturers. A survey of literature on gender studies in Sub-

Saharan African countries is presented and particular attention is paid to gender studies on

mathematics done in the region and elsewhere. It is concluded that the teaching of the subject

should reflect the significance of the subject involving students’ future careers. The subject

should be taught with an application approach to arose interest among students; the curricula

as well as teaching of the subject are also to be gender sensitive. At the end, some

recommendations are suggested.

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INTRODUCTION

Studies on gender disparities have been done in both developed and developing countries. In

these countries women in institutions of higher learning tend to concetrate in certain fields of

study such as humanities, home economics and arts, though more women have now enrolled in

other fields like business and public administration. The enrolment in the fields such as maths

and science related fields is however still limited. Low enrollment in maths and science fields

can be said to result from a number of factors affecting women especially at different levels of

schooling. For example traditional and cultural expectations from different societies in the

developing world in particular, seem to have an influence on subject choice and selection

especially at secondary school level.

In developed countries,where many studies on gender differences in maths have been done, some

different views have emerged whether the differences were declining in those countries or not.

Also some studies in both developed and developing countries have indicated that gender

differences in maths performance existed in upper grades and that they were not significant in

lower grades. The premise put forward is that gender differences could increase as students go to

higher levels of schooling. This article reviews such a trend with data involving performance,

attitudes, enrolment and dropout in the subject

Gender studies in Sub-Saharan Africa

Gender disparities in education in developing countries can be said to be characterised by some

influences from cultural and traditional practices. In Sub-Saharan Africa, education has been

influenced by for example indigenous cultures, religion and education provided in the western

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culture style since 1960s most when African countries became independent. Although many

countries made efforts in education females and males in these countries were not equally

educated. The inequality in education is reflected in lower enrolment rates, higher dropout rates

and lower performances among girls in schools. Inequality is also found in curricular choices

offered at secondary and tertiary levels where for example low enrolment rates affected women

in science, maths and technical fields in general.

Some studies have indicated that the nature of schooling from the earliest years on, could shape

the capacities and strengths of the growing female (Maccia et al 1975). This implies that if we

have to look at the study of females at higher education e.g. at University level, we have also to

look into the schooling before entering university, by considering at these schools as even small

societies, the values they represent, the form and content of learning offered and the type of

educational environment which existed.

Some research findings on the relationship between gender and achievement has shown some

mixed results. For example, the study by Heyneman (1975) showed that gender was the most

single important variable in explaining differences in achievement in Ugandan schools where

boys performed better than girls. Using a national sample of secondary school leavers in

Tanzania, Amuge (1987) found that boys outperformed girls in secondary schools in almost

every subject except commerce. The study done in Mauritius by Chinapah (1983) found that girls

outperformed boys in both urban and rural areas. Another study done in Kenya by Boit (1986)

found that girls in government and government aided secondary schools performed as well as

boys, and pupils in single-sex schools performed better than those in mixed schools.

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Some studies have shown that girls in single-sex schools performed better than girls in mixed

schools in Nigerian and Swaziland schools (Lockhead and Komenan, 1988; Kaino, 1996).

Though many studies did not investigate factors which affected girls performance in class,

factors such as family influences, traditional and school characteristics had a role to play in

influencing girls performance. For example girls had less time to study as they were burdened

with household tasks at home (than boys) and this was likely to lower their achievement

(Fapohunda 1978, Wrzesinska 1980, and Wheldon and Smith 1986). School characteristics could

involve for example the type of school (girls, boys or mixed), sex of teachers and the attitudes of

both students as well as teachers in learning in the school environment. Other school

characteristics could be the situation where teachers were less likely to encourage girls to pursue

maths and science subjects (Eshiwani 1983) and girls' schools where girls were more confident

with better performance than girls in mixed schools (Kaino, 1996).

Gender studies in mathematics

Many studies on gender differences in the study of maths have been done in developed countries

than in developing countries. While studies in developed countries have indicated that gender

differences in mathematical performance were diminishing in these countries, some other studies

have come up with contradicting views. The study by Hyde et al (1990) showed that for the past

30 years gender differences in maths performance were diminishing in developed countries. This

contention was supported by studies in Canada and United States by Lafortune (1989) and Frost

et al (1994) respectively. While Lafortune showed that girls and boys performed equally well in

maths the study revealed that girls had still some more negative attitude towards maths due to

their greater anxiety when learning maths.

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A recent study done in Germany by Kaiser-Messmer (1994) contradicts the views that

gender differences in performance were diminishing. Kaiser-Massmer's study showed

that girls had significantly lower grades than boys in lower and upper secondary schools.

Furthermore, about twice as many girls as boys expressed no interest in maths at lower

secondary school level (11-15 year olds). At upper secondary school level (16-19 years)

there were no significant gender differences noted.

The existence of gender differences as early as in the fifth grade (at about 9 years of age)

and that they increased in higher grade was earlier noted by Winjstra (1988). This view

was also supported by Ethington and Wolfe (1984), Johnson (1987), and Martin and

Hoover (1987) who concluded that gender related differences in maths performance were

more clearer in older students (in higher grades). The above views would imply that

gender differences could exist beyond the high school level i.e. up to University level.

Some studies have indicated that socio-economic status of parents and family influences

(Gilbert 1986) and belief in maths future usefulness, positive attitudes towards maths and

socialising processes (Kaiser-Messmer, 1994) were significant factors in minimising

gender differences in maths performance. Experiences of girls, for example in the

classroom learning environment has tended to influence negative attitudes towards the

study of maths. Situations where for example teachers gave more attention to boys than

girls in class (Leder, 1987 & 1990; Becker, 1991), maths textbooks with gender bias

(Scott, 1980) and teachers reluctance to encourage girls to study maths (Eshiwani, 1983)

are among the factors considered to affect girls' attitudes as well as their performance in

maths.

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The findings that girls were frightened of maths than boys (Tobias, 1978) and that girls

were unsure of their mathematical ability (Joffe and Foxman, 1986) could be a result of

such influences through negative practices in the classroom. A number of studies have

shown that boys' more interaction with teachers in class than girls tend to influence better

development of mathematical concepts among male students. Also the pattern of

interaction in class tended to make boys appear more competent in maths than girls

(Jungwirth, 1991). Boys greater use of verbal and non-verbal language to dominate more

of the teacher's time in terms of attention and classroom control is one of the influencing

factors favouring boys in class (Skelton, 1993). For example, boys attraction to the

teacher's time could be attained by boys being more mobile than girls in the classroom

(Serbin, 1978 and Lee, 1990).

The belief to some people that maths was a male domain Boswell (1985) was not only

held by ordinary people in society e.g. those who were not in the field of maths, but also

to maths teachers themselves. Some maths teachers had a belief that boys were more

academically capable than girls and that boys' maths contributions were more impressive

(Fennema at el 1990 and Fennema, 1990). Though some girls' work could be identical to

that of boys, boys could still be rated higher than girls. The sex of the teacher could also

be an influencing factor where for example the assessment of boys by a female teacher

could produce a generous mark, whilst the most severe marking of girls' work by a male

teacher (Goddar-Spear, 1989).

As some studies have shown, girls in co-education schools had some negative attitude

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towards maths and that girls in single sex schools had a higher opinion of their

mathematical ability than girls in mixed schools (Gwizdala and Steinbach, 1990; Kaino,

1996) was an indication that studying in the co-education envirionment could be an

influencing factor affecting girls performance. As Martin (1981) argues, the premise that

the provision of the same learning materials e.g. books, laboratory equipment, qualified

teachers, etc. could produce female and male students with equal opportunities i.e.

perform equally well, build up confidence and interest in maths, was not likely to be

achieved if maths teachers were not sensitive to differences between boys and girls in co-

education schools.

The views provided in the above cited studies indicate that there was still some mixed

feelings on the magnitude of gender differences in maths at lower levels and the increase

of gender differences at secondary and high schools. While there was some more

evidence that gender differences were not significant in lower grades, many studies have

shown that gender differences existed in upper grades. Though studies on gender

differences in maths were not many and much of the research has been done in developed

countries, the few studies done in developing countries and in Sub-Saharan African

region in particular showed almost similar results in maths gender differences done

elsewhere. However, literature on maths gender differences beyond high school level i.e.

at University level is scanty.

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EMPIRICAL DATA AND ANALYSIS

The enrolment of students by gender in various courses at the University of Swaziland for 12

academic years (1982-1994), showed an increase of more than 100% (124%) in female

enrollment compared to an increase of about 50% for male enrolmment. However, the inrease in

female enrollment at the university did not imply an increase in female enrollment in the maths

course. For example, in the past 8 academic years i.e. 1989-1997, the rate of female enrollment

in maths at the univesity did not increase and on the average the enrollmewnt was only 8 female

students per academic year within this period (fig.1) below

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Fig.1 ENROLMENT BY GENDER IN MATHS SUBJECTS AT THE UNIVERSITY OF SWAZILAND FROM SECOND

TO FOURTH YEAR BETWEEN 1989-1997

Academic

Year

1989/90

1990/91

1991/92

1992/93

1993/94

1994/95

1995/96

1996/97

YEAR

M

F

M

F

M

F

M

F

M

F

M

F

M

F

M

F

II

33

8

36

7

44

6

43

10

33

5

25

6

23

9

28

8

III

29

4

29

4

23

6

40

6

28

5

40*

5

27*

8*

21

7

IV

24

2

26

4

26

3

18

6

21

6

28

5

33

2

23

7

* Some students from other Universities enrolled in third year.

The findings also indicate that male student enrollment was declining year after year though the enrollment was higher than that of female students.

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For example, the period 1989-1997 showed a decline of male enrollment, and up to 1996/97 academic year there was a decrease of 50% male

enrollment compared to the highest male enrollment in 1991/92 academic year. In 1996/97 academic year, male enrollment increased than the

previous academic years. Also in 1995/96 and 1996/97 there was an average increase in female enrollment. Whether this increase was realised in

following academic years after 1996/97 could not be predicted by the available information.

The student dropout showed some gender differences in certain periods of time. For instance, an increase in dropout in sex corresponded with a

decrease in dropout in the opposite sex and vice versa (fig.2) below. On the average, the rate of dropout for both sexes between 19898 and 1997 was

about 34% for female and 30% for male students per term of study i.e. from the time of enrollment to the end of the 3 year corse of study. Since the

difference was small, it could still be argued that the dropout by gender during this period was almost the same.

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FIG. 2: DROPOUT PERCENTAGE BY GENDER FOR STUDENTS IN

MATHS BETWEEN 1989-1997

ACADEMIC YEARS

PERCENTAGE DROUPOUT

FEMALE

MALE

1989/90 - 1991/92

63% (5)*

21% (7)*

1990/91 - 1992/93

14% (1)*

50% (18)*

1991/92 - 1993/94

0% (0)*

53% (23)*

1992/93 - 1994/95

50% (5)*

35% (15)*

1993/94 - 1995/96

60% (3)*

18% (7)*

1994/95 - 1996/97

13% (1)*

19% (5)*

*DropoutNumber.

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Students' performance in the past academic years i.e. from 1989-1996 showed an almost equal

average score in maths between girls and boys, though generally girls scored a bit higher than

boys (fig.3) below. However, further analysis showed that Girls scored higher than boys in maths

(on the average) throughout their study i.e. since their enrolment in the course till they graduated

except in the three academic years (1989/90-1991/92) where average scores were about the same

for both sexes. The rest enrolment years i.e. 1990/91-1992/93, 1991/92-1993/94 and 1992/93-

1994/95, girls performed better than boys.

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FIG.3: STUDENTS' AVERAGE SCORES IN PERCENTAGES (BY GENDER) IN MATHS IN END OF THE YEAR EXAMINATIONS

1989/90-1995/96

Academic

Year

1989/90

1990/91

1991/92

1992/93

1993/94

1994/95

1995/96

YEAR

F

M

F

M

F

M

F

M

F

M

F

M

F

M

II

60

61

61

59

63

58

60

56

66

64

63

63

56

59

III

60

57

57

57

62

55

55

53

69

58

59

61

57

60

IV

64

63

53

57

55

59

56

54

62

64

68

61

56

56

Key: 80 and above = A (Distinction)

70-79 = B (Very Good)

60-69 =C (Good)

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50-59 =D (Pass)

40-49 =E (Fail-Supplementable)

below 40 =Fail

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Undergraduate students who studied maths were generally intersted in the subject. All students in

the second and third years said they were interested inmaths. About 83% of students in the forth

year were interested in maths unlike about 17% who said they were not. The interest by gender,

showed that almost the same percentage of both sexes were interested and vice versa i.e. 86% of

females and 83% of males were interested while 14% of females and 17% of males were not

intersted. The reasons given for interest were scattered i.e. there was no dominating reason for

interest. Reasons given centred reasons such that maths gave base to other subjects, that it was

easy to study, that it helped in solving physical problems, that it was a logical subject (needed no

cramming), that it involved solving problems, and that it required a lot of thinking and many

others.

The students who did not like the subject said that maths was difficult, that some topics were not

applicable to daily life problems and that maths was not related to their major subjects at the

university. The background of students in the study showed that most students were mainly

encouraged to study the subject by maths teachers at secondary and high school levels. There

was also indications that both female and male students had less influence from their families to

study the subject.

Male students in the second and third years rated themselves higher than female students in their

mathematical ability at the average of 73% and 30% respectively. In the fourth year the rating of

mathematical ability by both sexes did not differ much i.e. females at about 57% and males at

50%. At this time of their final year most students expressed difficulty in studying the subject

and found some difficulties in relating maths to their future careers. Second year students were

more satisfied in the way maths was taught than other students in the third and fourth years.

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About 70% said they were satisfied while 43% and 28% in the third and fourth years respectively

said they not were satisfied. In second year also, more females (75%) were more satisfied than

male students (64%) while in both third and fourth years almost the same percentage of males

and females were not satisfied (57%).

The findings indicated that students were more interested in maths in the second year than in the

last two years of their study. For example,the number of interestung topics to students dropped

from 17 in the second year to 10 in both third and fourth years. Both undergraduates and

postgraduates indicated that they lacked tutorials in the subject to reinforce what was taught in

lectures, and lacked time to cover the topics as lecturers had little time to thoroughly teach

especially abstract topics.

Students’ less interest in maths, that the subject had little application to real life situations

especially to their future careers, that it was not related to other subjects taken by them, that there

were no maths projects, reference books and textbooks, could be major reasons which made

students loose interest in the final year of study. At this final stage (in final year), where students

were thinking more of their future, the relevance of the subject or topics became crucial to their

expected careers. Some students’ dissatisfaction on how some maths lecturers taught the subject

could be related to the fact that some difficult topics were not thoroughly covered to involve

applications which could probably be acquired by students for future use either in daily activities

or in their careers.

Maths lectures indicated that students’ difficulties in grasping abstract mathematical concepts at

the university could be due to their poor background in the subject. It could also be argued that

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the type of subject combination they study at unuversity, whereby students failed to relate maths

with their other majors could be another reason of losing interst in the subject. While students

identified many difficult topics in the second year of study, the number of difficult topics

decreased in the third year and was smaller in the fourth year. This finding indicated that while

students said they encountered some difficulties in maths at their final year, these difficulties

could be more related to their attitudes towards the subject upon graduation.

Mathematics topics in Real Analysis, Algebra and Foundations of maths featured frequently in

all the three years of study as difficult topics. The Real Analysis topic which was taught in the

third year and fourth years was also mentioned in the second year to be difficult,though student

at this level had not studied the topic. This situation indicated that some students could be

influenced by other students in upper classes in certain topics even if they have not been taught

the topic. The Foundations of maths topic,a seemingly easy topic taught in the second year was

also mentioned in the third year as one of the difficulkt topics. Lack of time to cover thoroughly

the maths content and lack of tutorials could be some of the reasons why such a topic could be

difficult to students. Courses like Linear Algebra and Abstract Algebra were rated as difficult by

all students throughout the course of their study.

Whereas generally many students were of the view that maths was not necessary for intelligent

studentd,there were some mixed feelings from both female and male students. Some students

(both female and males) said maths was for intelligent students as it was a tough subject and few

students managed to study the subject to higher levels. They added that maths needed sharp and

fast thinking, the qualities found with intelligent students. Those who said it was not for

intelligent students argued that maths could be learnt if more effort were applied to the subject

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with positive attitudes and concetration.

Another view by most male students was that male students knew maths better than females

They were of the view that it were male students who got higher grades in the subject than

females, that males had higher thinking abilities, that boys at school did better than girls in the

subject and that at the university there were many male maths lecturers. In this study, out of 8

maths lecturers at the University of Swaziland, there was only one female lecturer. However,

considering the few number of students taking the subject, a generalization of their views could

not be made as it required a relatively larger sample which could be compared to other samples

elsewhere.

Cooperation (in the study of maths) between male and female students was welcomed by most

female students (82% against 61%) in the three years of study. Many female students indicated

that most male students were patient with them,that they were ready to help when required to and

that they were more cooperative than fellow female studnts. Some male students who were

against the idea of studying with females said that female students were lazy, that they did not

contribute to discussions, that they were emotional and that they could not concetrate when

studying with females.

CONCLUDING REMARKS

The data used in the analysis was small due to the small number of students who studied maths

from the considered sample and the findings could not be generalized and compared with some

other data from larger samples. However, the data gave some important information on gender

attitude clues and trends in the study of maths for comparison elsewhere. For example, unlike in

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high schools in Swaziland where gender differences in interest towards the subject existed, there

were no gender differenses in interest in the subject at undergraduate level. Also contrary to the

views in some studies that gender differencse in performance could be more clearer

at higher levels of schooling, no gender differences were noted in maths performance at

universaity level.

While both female and male students at university were less influenced by their parents and

guardians to study maths, they seemed tohave developed interest in the subject mainly from their

maths teachers at secondary and high school levels. This finding tend to imply that the few

students who were studying maths at undergraduate level were those students who were mostly

motivated at lower levels by their teachers. Such view could be related to some maths’ lecturers’

views at the university that students’ poor performance was due to students’ poor maths

background. Poor maths background had also to be related to the motivation of students at lower

levels of schooling. A decrease in the number of students who were interested in the subject

when they entered their last year of sudy (fourth year) could make an impact on future enrolment

in maths. Students’ view that maths was difficult and that it had no future career prospects could

affect students who intended to enroll in the course in future.

As some students said that they were discouraged by friends and relatives who were maths

graduates, the discouragement trend would definitely affect some students in enrolling in maths.

Furthrmore, the fact that some students identified topics which they had not studied was an

indication that some students e.g. in the first year were influenced by other students in the second

and third years that certain topics were difficult to understand. Also second year students could

be influenced by third year students.

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To develop more interest in the subject it showed that the enrolment in the subject at University

level could be increased if more students were motivated to study the subject at lower levels.

And to attract more female students at lower levels the teaching of the subject had to be gender

sensitive. This would involve for example teachers who taught the subject and the teaching

materials e.g. textbooks. The teachers' role could be to avoid biases in class for example when

questioning students of both sexes, in providing assistance and motivation as already noted in

studies by Shifferraw, 1982; Eshiwani, 1983; Leder, 1987, 1990; Becker 1991, and Seegers &

Boekarts, 1996. The textbooks used could be gender sensitive that the content in these books

does not reinforce the masculine language as is the case with maths textbooks used in Swaziland

schools. For example, these textbooks identified more female activities in dressmaking and

cooking, unlike men who were identified in building, painting, driving cars, doing business,

insuring cars, etc. (Kaino, 1996). This situation could be taken to have a cultural or traditional

background where boys' and girls' activities were demarcated.

In many African countries, south of the Sahara, boys did the type of work which were regarded

more tougher than work done by the girls. For example, girls carried out duties which were

associated with domestic work and gardening while boys did duties like looking after cattle or

crops. Such social expectations from the society could also have influence on occupational

choices for both girls and boys. In order to overcome such influences, the maths textbooks used

at lower levels should be gender sensitive in content presentation or in other words the content

should be more "girl-friendly" as Whyte, et al (1985) put it.

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On the other hand, it could be argued that maths students at undergraduate level were the

products of the biased maths curricula at lower levels. For example the higher rating of maths

ability among male students than that of females could be traced from lower levels (at both

secondary and high schools in swaziland) where boys rated themslves higher than girls though in

some cases girls were better than girls.The analysis in this article showed that female students

performed equally well as male students and the general performance of females was better than

that of male students. Such attitude could be taken to be the influence from lower levels where in

some stuydies it had shown that girls were unsure of their mathematiucal abilities (Soffe and

Foxman, 1986).

Female students' more willingness to study maths with male students at university could also be

related to girls views at secondary and high schools in the country where girls considered boys to

be more superior in maths subject. Though some girls at lower levels were not ready to

cooperate with boys in studying maths because of the reason that they could not concentrate,

many female students at university had no such problem. Such a situation could be taken as

female students' experience and maturity at undergraduate level. As the findings showed, female

willingness to cooperate with male students did not imply that females were weak in the subject.

But still, female students at this level needed more cooperation from male students and maths

lecturers.

The findings in studies by McCombs and Whislers (1989) and Jones & Jones (1989) that girls

needed teachers who were patient with them and teachers who could listen to them so that they

could build up self-concept ability, could also be related to undergraduate female students in this

study who still required such attention at this level. To remedy the studying environment where

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gender was involved such an attention should not be ignored. Both students (of both sexes) and

maths lecturers were to be gender sensitive in the studying environment. To create a gender-

sensitive situation requires some strategies on how to overcome such a situation. In some

countries where gender study courses were introduced at undergraduate levels, the programmes

did not involve male students as well. Some critics argued that the gap in gender awareness was

thus biased as males were not involved. While it could be difficult to enroll many male students

in gender courses it was important that males were also invited so that they could be aware of

gender issues. Instead of designing separate gender courses at university, which could face some

resistance from some students and may be from some staff members, such courses could be

integrated in the university curriculum by rewriting some courses which were gender sensitive.

In some universities where courses like Development Studies were compulsory for first year

students, it could be one of the areas where gender issues could be introduced if such a course

were also to be introduced at the University of Swaziland. It is through such courses where

different gender issues could be addressed. This involved also seminars and workshops for the

entire University community. The University had also to provide more facilities for training

female academic staff in courses like maths where for example there was one female lecturer in

maths at the University. This could be possible if more females were attracted from lower school

levels before joining the University.

Like in other universities elsewhere, the large enrolment of students in various courses does not

necessarily mean an increase in maths course enrolment. In order for students to be more

interested in maths, the teaching of maths at University level had to take a different approach

where application aspects were involved. This would mean to rewrite the curriculum which

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reflected real life situation in the study so that students could realise maths applications in their

future careers. Though it could be difficult to relate some areas of maths to real situations, many

topics in the subject could be taught by identifying certain areas which could be illustrated

involving application aspects. For example, the significance of innovating the maths curriculum

to involve applications was seen from students’ lower rating of their abilities at their final year of

study. This situation gave some clue that while students seemed to have understood the taught

content they were not confident with the material covered as it could not be related to their future

careers.

RECOMMENDATIONS

It is recommended that (1) maths be taught with an application approach by involving real life

aspects, (2) maths curricula be designed to involve students’ career prospects, (3) maths curricula

and teaching methods be designed to involve gender issues, (4) to enrol more maths

undergraduates of both sexes, students should be motivated from lower levels and (5) further

research be done involving (1) a larger sample in the region for comparison purposes,and (ii)

maths curricula offered at university level and the demand of maths graduates in the market i.e.

outside university, in places like educational institutions, factories, industries, etc.

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