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Rapport nr: 2012vt0073
The Writing Process Are there any differences between boys’ and girls’ writing in English?
Rebecca Dahl
Handledare: Christine Johansson
Examinator: Jörgen Mattlar
Abstract
This essay studies the written performance of 43 Swedish junior high school students.
Relative clauses, prepositional usage and subject-verb agreement are studied and analysed in
order to see what and how many errors the students make and then finally to see if there is any
difference in the performance of boys and girls. Previous research in the area has shown an
advantage in favour of girls and this study confirmed this. Even though the differences were
not marked, the girls performed better than the boys in the majority of the cases studied. The
data further indicated that there is great variation within the gender groups as well as between
them.
Keywords: second language acquisition, gender differences, junior high school, learner
language, written samples, corpus study, error analysis.
Table of Contents 1 Introduction ............................................................................................................................. 1
2 Background ............................................................................................................................. 1
3 Literature Review .................................................................................................................... 2
3.1 Previous Research ............................................................................................................. 2
3.2 SLA Theory ...................................................................................................................... 3
3.3 Analysing learner language .............................................................................................. 4
3.3.1 Error Analysis ............................................................................................................ 4
3.4 Biological and social reasons ........................................................................................... 5
4 Aim and Research Questions .................................................................................................. 6
5 Method and Material ............................................................................................................... 7
6 Results and Analysis ............................................................................................................... 8
6.1 Relative clauses .............................................................................................................. 10
6.2 Prepositional usage ......................................................................................................... 12
6.3 Ability to use subject-verb agreement correctly ............................................................. 16
6.4 Bringing the different language points together ............................................................. 19
7 Discussion ............................................................................................................................. 20
7.1 The results are in favour of the girls as a group ............................................................. 20
7.2 Intragroup rather than intergroup variation .................................................................... 21
8 Conclusion ............................................................................................................................. 21
References ................................................................................................................................ 24
Appendixes ............................................................................................................................... 26
1
1 Introduction
It is often taken for a general truth that girls are better than boys at languages and writing.
After two longer periods of teacher training and teaching English I have observed evidence
that both support and repudiate this view. What I have seen in the classroom is rather a case of
great variation where some boys are superior to the strongest girl in the class, and where some
girls are weaker than most of the boys. I have always found so called gender based differences
an interesting field of study and while it is easy to just take the common view on things as the
truth it is far more interesting to investigate something on one’s own. It is my hope that this
essay will shed some light on this rather unexplored field of study. I would also like to thank
the students who through their writing made this study possible.
2 Background
In many western countries it is a general belief that females are better learners of a second
language than men, but it is likely that this is more of a social construct than a gender-based
fact. There does seem to be some gender-based differences in second language acquisition
(SLA) and processing, but so far the research results are mixed (Saville-Troike 2012:90). As
will be discussed later in this essay there are many theories that speak for gender differences
in second language performance based on social, psychological and biological factors.
Even though the research on gender differences in SLA performance is not yet
extensive there have been some studies and reports on the subject. The Swedish National
Agency published a report that states that girls generally outperform boys in most school
subjects and this trend is especially strong in Sweden and the Nordic countries (Skolverket
2006). Another Swedish study was made by Johansson and Geisler (2011) who looked at the
writing of Swedish high school students and whether there were any differences that could be
attributed to gender. They looked at the students’ syntactic maturity as an indicator of
potential differences.
In this essay I will look at the writing of students of two ninth grade classes in Swedish
junior high school to see if there is indeed indications of gender-based differences in their
performances in the writing process, or if it is just a prejudice. I will be looking at a few
different syntactic, lexical and grammatical language points in order to find this out.
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3 Literature Review
3.1 Previous Research A 2006 report done by the Swedish National Agency for Education (Skolverket) treats gender
differences in goal attainment and educational choices throughout the Swedish school system.
With regards to the nine-year compulsory school the report states that girls generally
outperform boys in the majority of school subjects studied. Not least when it comes to reading
comprehension are girls stronger than their male counterparts. International comparisons
further show that the gap between the two genders is especially strong in Sweden and other
Nordic countries (Skolverket 2006:18ff). Reading is undoubtedly connected to writing and
being strong in reading is an important platform for skilled writing ability. Even though the
gender difference is larger when it comes to the mother tongue, Swedish, there are still
differences between the genders when it comes to knowledge of the English language
(Skolverket 2006:27ff).
Johansson and Geisler (2011) have written about syntactic aspects of Swedish second
language (L2) learners of English and compared the writing and syntactic maturity between
different age groups in Swedish junior and senior high school. Additionally, they also
addressed the question of whether there are any gender differences to be observed in the
corpus data studied. In their paper they analysed 40 essays written by Swedish high school
students and they looked at so-called T-units and the Subordinate Clause Index in order to
distinguish any possible differences. As could be expected senior high school students wrote
longer and more mature essays than the students in junior high school. There were however
no real statistical differences due to gender when only a statistical analysis of clauses was
made. In order to deepen the analysis of possible gender differences they looked at the
pragmatic feature of stance expressions. Stance expressions would be ideas portrayed by for
example I think, I believe, really etc. There were however no significant differences to be
observed in relation to gender in this case either. Instead the most observable differences were
once again to be observed between junior and senior high school students’ writing, i.e.
differences due to age rather than gender.
The learner’s gender connected with performance in their L2 is as mentioned above not a
well-researched area of SLA. However, the common belief is that females are better than
males at learning an L2. Some studies have however shown that there may be differences.
One example of a finding related to gender differences and SLA is that females tend to be
better at learning and retaining complex forms while males are better at learning
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compositional rules (Saville-Troike 2012:90). Sociolinguistic research has produced
conflicting results as to whether females or males perform better in their L2. Ellis (1994:202f)
mentions several studies that have shown that females have performed better, but also
multiple studies where males have outperformed females. There are also findings that show
no difference between the genders. Ellis further refers to several studies that have shown that
females tend to have a more positive attitude towards L2 learning than their male counterparts.
Some studies have also shown that females approach L2 learning in a different manner than
males. An interesting example of this is that a study by Bacon referred to by Ellis (1994:202f)
showed reports that men often used translation strategies, while women often monitored their
comprehension more.
3.2 SLA Theory Second Language Acquisition (SLA), which is the study of individuals’ learning and the
process of learning a L2, deals with three basic questions similar to most curriculum studies
theories. One tries to answer the questions What, How and Why. What does the L2 learner
come to know? How does the L2 learner acquire this knowledge? And why are some learners
more successful than others? There are no simple answers to these questions and people
researching SLA come from a wide range of academic backgrounds and disciplines and this
makes SLA a very complex field of study. There are new findings appearing on a daily basis
and finding answers to these questions is of great value to anyone who teaches and/or learns
one or more additional languages (Saville-Troike 2012:2).
There are multiple frameworks for the study of SLA but it can be said to be primarily
based on the linguistic, psychological and social frameworks. In relation the Why-question it
is primarily the psychological and social frameworks that are of greater interest as they deal
with learner differences based on for example gender, social culture, aptitude and motivation.
It is however a field of research that remains fairly speculative in nature (Saville-Troike
2012:87).
Psychological factors that seem to affect successful L2 learning are aptitude and
motivation. These factors are however difficult to study and it stands to reason that good
aptitude and high motivation result in better L2 performance. Also personality and anxiety are
factors sometimes considered, and different personality traits favour positive L2 performances.
Depending on various factors a L2 student may choose different learning strategies such as
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cognitive, metacognitive and social/affective, which represent different ways of approaching
the learning process (Saville Troike 2012:90ff).
3.3 Analysing learner language Writing is an essential productive activity for L2 learners and it is a common instrument for
testing L2 knowledge. In addition, writing is very important as it contributes to effective L2
learning and it has the potential to push L2 learners closer to the limits of their present
knowledge than speech can, as the learner cannot use body language and things in their
immediate environment as an aid (Saville-Troike 2012:172f). When studying second language
acquisition one of the main ways of research is to study how L2 learners use the language in
production. The produced data collected can be of many different types and one of these is
samples of learner language. By collecting and analysing samples of learner language, it is
possible to study the interlanguage and the processes and factors involved in learning a new
language (Ellis & Barkhuizen 2005:15). While the goal of SLA research is to describe and
explain L2 competence, there is a distinction to be made between ‘competence’ and the
‘performance’ one gets when collecting samples. Despite this, Ellis & Barkhuizen (2005:21ff)
claim that competence can only be studied and evaluated by analysing some kind of
performance. Written language samples are the easiest to collect as they are relatively
permanent and there have been large-scale projects based on written samples. It has moreover
been motivated by the availability of computer-based corpora and concordance tools for
analysing the samples.
An important factor when choosing learner language to be sampled is the genre.
Sampled data can be of for example argumentative or descriptive nature and the genre is
likely to affect the linguistic characteristics of the essay samples. Another important factor is
whether the sample produced is timed or untimed and/or whether there are reference tools
available while writing (Ellis & Barkhuizen 2005:28). When the samples have been collected
there are different ways of analysing the data and one of these is Error Analysis.
3.3.1 Error Analysis
L2 learners make errors in both comprehension and production. The study of errors is through
error analysis (Ellis 1994:47). Error Analysis is made up of certain procedures where learner
errors are identified described and explained. It is first and foremost the study of produced
language, and learners’ speech and writing are studied (Ellis & Barkhuizen 2005:51). Error
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Analysis is further the first approach in SLA theory that puts the focus on actual learner errors,
rather than imagined idealised linguistic structures. It focuses on L2 learners’ errors as a
means of gaining insight into the learning processes and the L2 learners’ mind (Saville-Troike
2012:40f).
When setting out to do an error analysis it is of great importance that there is a clear
definition of what is an ‘error’. It is often difficult to decide whether grammaticality or
acceptability should be the criterion (Ellis & Barkhuizen 2005:56). Depending on what the
aim of the study is one is likely to be chosen over the other.
A sample of learner language is the basis of an Error Analysis. It is important that one
takes into consideration the factors that may have influenced the samples and the errors. Some
of the factors that may influence the samples are learners’ proficiency level and language
learning background, what genre and content the samples treat, and whether the production
was planned or unplanned. After the collection of samples has been carried out there are
several other steps to go through. Firstly, identification of errors where one compares what the
L2 learner has produced and what a native speaker would produce in the same case. Secondly,
description of errors where the L2 learners’ produced errors are explained and where one
specifies how the erroneous form differs from the correct. And thirdly and maybe most
importantly, explanation of errors where the sources of errors need to be determined (Ellis &
Barkhuizen 2005:57ff).
3.4 Biological and social reasons Other reasons that have been put on the research agenda as possible reasons for a difference in
academic performance between boys and girls are biological and/or social reasons. These can
be attributed to the psychological and social frameworks of SLA. It is outside the scope of this
essay to delve deeper into this area of study, however there is an interesting debate between
nurture and nature theories and it is something that is to keep in mind whilst carrying out this
limited study. Therefore I chose to briefly and objectively present some of the debate in these
fields of study.
Biological reasons: It is often the case that the brains of girls mature faster than the brains of
boys in the different aspects of the brain’s development. Girls often acquire verbal skills at an
earlier stage, which means that girls in the initial learning stages generally read faster, have a
larger vocabulary than boys and speak with better grammar. These differences are in part due
to the fact that the brain’s left hemisphere, which is the side that processes language is usually
better developed in females. This leads to a higher female linguistic intelligence and
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superiority in language-based learning and other language tasks (Gurian & Henley 2001:19ff).
However it is possible that the right hemisphere might be more active when it comes to L2
involvement in some multilinguals. Moreover, L2 acquisition is affected by age and research
shows that there are signs of more right hemisphere development in those who learn a L2
between the age of 9 and 12 than those who learn it before the age of 4 (Saville-Troike
2007:71f). Also the report by the Swedish National Agency for Education refers to the above
first mentioned and mentions biological differences as a possible explanation to why boys’
performances are weaker than girls’. Medical research repeatedly shows that the male brain
develops more slowly than the female brain. Moreover the course of the brains development
can differ with up to 1.5 years between an average boy and girl (Skolverket 2006:30f).
Social Reasons: Murphy and Elwood (1998:163) state that due to parents’ expectations boys
and girls engage in different hobbies early in childhood and this continues as they grow up.
As a result boys and girls are exposed to different socialisation patterns and develop different
ways of responding and making sense of what they experience in the world. This further
influences their outlook on life and what is considered appropriate and expected behaviour.
This also affects what they learn and how they learn it. As regards language learning, there is
evidence that students’ performances are strongly influences by learning outside of school and
outside of the classroom. The writing style of students often corresponds with their choice of
reading material outside of school. Boys often choose comics and books and articles related to
their hobbies and works conveying accurate facts rather than stories. Many girls, on the other
hand, like to read stories as well as works that help them understand human relations and
personal problems (Gorman cited in Murphy and Elwood 1998:175).
4 Aim and Research Questions
The aim of this study is thus to see if there are any differences in the way Swedish junior high
school boys and girls write in English. In order to find this out the following research
questions will be treated:
How is the written performance of Swedish junior high school students as regards
their use of relative clauses, prepositions and subject-verb agreement?
Is there a difference in junior high school boys’ and girls’ syntactic maturity, in how
they successfully use relative clauses?
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Are there differences in junior high school boys’ and girls’ writing in how they
successfully use prepositions?
Are there differences in junior high school boys’ and girls’ writing in how they
successfully deal with verb forms?
5 Method and Material
In this paper I make use of 43 student essays which I had the opportunity of collecting during
my teacher training period in the spring of 2012. The essays are written by students in grade
nine and the students are thus 15-16 years old and have been studying English for
approximately eight years. When collecting the essays, I had two lessons of 60 minutes
respectively at my disposal and after a short introduction and explanation of what the essays
were to be used for the students were given 50 minutes to write a short argumentative essay of
approximately 200-300 words. In order to collect the essays I made use of the Uppsala
Learner English Corpus (ULEC) with which it is possible for the students to easily and
anonymously enter their essays in a simple web interface. ULEC is a constantly growing
corpus to which student teachers make contributions each semester. The corpus makes it
possible for student teachers to get authentic learner English essays that they can work with in
order to analyse for example students’ writing and grammar usage (Johansson and Geisler
2010). Nonetheless, it is important to keep in mind that the students were working with a
time-limit when they wrote their essays, which is something that might have influenced their
performance somewhat. Furthermore, there were no reference tools available, but the web
browser’s built-in spell-check was in function which might have influenced the results. This
would however have affected the study to a higher degree if spelling had been one of the
points of study, and in this study it does not play a large part. Overall I believe that the
samples turned out to be fairly authentic and that the students’ essays reflected their present
English knowledge-level.
The 43 essays produced by the students equal 10,524 words of text on the subject given “Do
you believe in ghosts?” It is a subject expected to bring out many aspects of the students’
writing capacity in the English language. Aspects one would expect in the essays are the use
of different verb tenses, such as the past tense and the conditional; conjunctions; prepositions;
and the use of main and subordinate clauses. Other noteworthy things that the essays could
show are the issues word order and subject-verb agreement, as well as vocabulary register. Of
8
the essays collected 18 are written by girls and 25 by boys and it can be considered a
reasonably even spread.
In my analysis of the essays I study the following language aspects/points:
Use of relative clauses
Prepositions
Subject-verb agreement
Each essay is individually analysed in order to extract information on the above mentioned
language aspects. When analysing the essays I will be doing a partial error analysis when I
look at the students’ use of prepositions and how they deal with verbs. It will be partial in the
respect that not all errors will be explained. The purpose of the study is to see which gender
performs the best, i.e. which gender has fewest errors, in these language categories. It is not a
study of which errors students make and why they make them. It is, however, impossible to
completely refrain from noting the students’ errors as they are the basis of part of the analysis.
As regards the students’ use of relative clauses, I will be looking at the occurrence of relative
clauses introduced by relative pronouns and relative adverbs to see which gender has
mastered this language point the best.
6 Results and Analysis
Initially, I present some basic data on the essays such as essay and sentence length. As we can
see in Table 1, an initial observation is that the girls write longer essays than the boys. In the
essays analysed in this study girls write on average 265.17 words compared to the boys’
230.04 words per essay. The difference is thus approximately 35 words in favour of the girls.
This does, however, not mean that the girls are better at writing than the boys. As a matter of
fact, this does not tell us anything about the quality of the students’ writing. All it tells us is
that the girls have the ability to write longer texts, which could be explained by different
factors.
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Table 1 Initial data on the essays.
Girls Boys
Number of essays 18 25
Number of words produced 4773 5751
Mean essay length 265.17 230.04
Average number of sentences 17.94 11.72
Average sentence length (words) 14.78 19.63
One reason could be that girls might practice a writing style which can be described as
extensive and reflective, while boys’ writing styles are more episodic and factual (Gorman
cited in Murphy & Elwood 1998:175). The following examples show this difference in
writing: (1) is an example of a girl’s writing that shows that she takes a reflective stance when
thinking about the possible reasons to why people are fascinated by the supernatural, whilst
(2) shows a boy’s concise and matter of fact style of thinking and writing.
(1) I wondered about what makes us humans so intressted in supernatural beings or things.
Those beings and thing are somthing that we are not able to reach, and maybe that is
why we get so intressted. I do think that it is an escape for some people. That believing
in the supernatural makes it easy. You can pretend and imagine that there is something
in the world that explains everything. I think that if you can blame it on the supernatural,
you do not have to figure it out by yourself. You can leave it at that, it is probably a
ghost or an alien. That is the escape that I am talking about.
(female student, aged 15)
(2) I think we're fascinated by the unknown because it's something different from us. We
are just normal people, we got no special "powers", why wouldn't it be interesting with
people with supernatural power, like magic of some sort, or vampires?
(male student, aged 15)
It is, however, not completely correct to let only these two examples stand as the general
pattern for all essays collected. There are also examples of girls who wrote essays that were
straight to the point and where they did not wander off in contemplation. The same can be
said for the boys’ essays. Even though it is true that many of the boys’ essays were concise,
there were instances where also the boys took a more poetic path and reflected over the world
we live in and whether there is a possibility the supernatural exists.
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6.1 Relative clauses Johansson and Geisler (2011:143) state that relative clauses used as postmodifiers are the
most reliable indicators of syntactic development. The function of the relative clause is to
describe or modify the preceding noun phrase, i.e. provide additional information. A relative
clause can be introduced either by a wh- relative pronoun, such as who, whom, which, whose;
by that; or by a zero-relative (Ø). It is sometimes said that the usage of wh- relative pronouns
indicates a higher level since it takes more knowledge of how and when to use them. In the
case of that, it is possible to use it as you please, even though it is considered to be more
informal than the wh- series. In certain cases, when the relative pronoun functions as the
object, it is also possible to leave out the relative pronoun in a relative clause, in these cases
the zero-relative is applied (DeCapua 2008:319ff). Relative clauses can also be introduced by
a relative adverb when referring to place (where), time (when) and cause (why). The use of
these does however have restrictions and are often considered tautologous by many speakers
(Greenbaum & Quirk 1990:367f). They do, however, occur and are therefore of interest in the
analysis.
Relative clauses can often also be reduced when the relative pronoun used is who, that
or which, and when it functions as the subject of the clause. There are two ways of reducing
these relative clauses. Firstly, if the relative clause includes any form of the verb to be; the
relative pronoun, be, and any other auxiliary can be deleted (3). A second way to reduce a
relative clause is possible when the relative clause does not include a form of the verb to be.
In these cases the relative pronoun can be omitted and replaced by the verb in the present
participle -ing-form (4) (DeCapua 2008:337f). A few of the students used these ways of
writing which can be seen in given examples. A possible explanation for this could be that the
students who participated in this study had worked with the progressive –ing form not long
before the collection of data was carried out. It is common that students after learning a new
grammatical rule tend to overuse the rule or aspect in question.
(3) A holiday(-) meant to think about the dead now becomes a masquerade.
[A holiday that is meant to think about the dead now becomes a masquerade]
(female student, aged 15)
(4) but I know in my hearts it's my mind playing tricks with me
[but I know in my hearts it’s my mind that plays tricks with me]
(female student, aged 15)
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In some cases the students’ English was probably not advanced enough and the students used
neither relative clauses nor reduced forms with the present participle. Sentence (5) is an
example of a student who instead of constructing more complex sentences writes multiple
short sentences. In sentence (6) I show an example of how the many sentences can be
transformed into fewer, but longer and more complex, sentences by using relative pronouns
and relative adverbs.
(5) Laban is a very cute ghost. If you don't know who Laban is, so can a tell you. That is a
ghost in a story for children. Laban is not angry, he's kind. He have a big ghost house.
Laban lives with his family.
(female student, aged 15)
(6) Laban is a very cute ghost who appears in a story for children. He is not angry, he is
kind. He has a big ghost house where he lives with his family.
As Table 2 shows, boys write sentences with relative clauses more often than girls. On
average, boys use 2.6 relative clauses while girls use 2.39 relative clauses per essay. The
difference is very small, but it is a difference nonetheless.
Table 2 Statistics on the use of relative clauses introduced by a relative pronoun or adverb in
the students’ essays.
Girls Boys
Relative clauses
introduced by a relative
pronoun
Number of relative wh-clauses 15 22
Number of relative that-clauses 20 36
Number of relative Ø-clauses 3 3
Relative clauses
introduced by a relative
adverb
Number of relative where-clauses 0 2
Number of relative when-clauses 2 1
Number of relative why-clauses 3 1
Total number of relative clauses 43 65
Mean average number of relative clauses per essay 2.39 2.6
It would however be rash to claim that this finding repudiates the common view that girls
perform better in written English tasks. I believe that there is great variation within the gender
groups themselves and the essays showed this as well. The boy who used the highest number
used nine relative clauses in his essay, and four boys used none. As for the girls the highest
number of relative clauses recorded was five. Two girls made use of five relative clauses,
while another two used none (see further Appendix A).
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The results of this initial language point thus show a slight advantage in favour of boys when
referring to the students’ syntactic maturity in their written performance in English. The
difference in the students’ performances is very small and scattered within their own gender
group. In order to get a wider perspective it is of great importance to look at the remaining
language points.
6.2 Prepositional usage
Prepositions is one of the word classes that Swedish students have most difficulty grasping
and where much negative transfer occurs. In grade nine of Swedish junior high school
students have studied prepositions of time and place as well as prepositions followed by the
progressive –ing form of a verb. The students who participate in this study have used the
textbook series Wings and the books for grade seven and eight cover prepositions with brief
explanations and exercises (Mellerby et al. 2010a, Mellerby et al. 2010b). However, the books
for grade nine do not explicitly deal with prepositions and the only thing available is a one
and a half page reference page in the grammar section (Mellerby et al. 2010c). Students are
expected to have a good basic grasp of prepositions already from the two previous years of
schooling. Nonetheless, many of the students who participated in this study had considerable
difficulties choosing the correct preposition when writing their essays. Before the students
wrote the essays we had as a matter of fact dedicated an entire one hour lesson to revising
prepositions and the sometimes troublesome transfer from Swedish to English. Despite this,
many students still made several easy errors.
Prepositions are often a big problem for English Language learners in general. This is
mainly due to the fact that there are many more prepositions in English than in other
languages and learners often have to make choices that are not necessary in their own
language. Prepositions consist of some of the English language’s most common words. They
are often short words, such as in, at, on; but can also include longer words and short phrases,
such as despite, in spite of. (Parrott 2007:83f). Most of these are also the ones that are taught
in Swedish junior high school. The prepositions at, on, in, to and into often cause confusion
even to learners whose first language have the equivalent prepositions since different
distinctions are made in English than in other languages (Parrot 2007:85). These are indeed
some of the prepositions that cause the most trouble for Swedish learners of the English
language as Swedish does have equivalents but make different distinctions.
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Many verbs, adjectives and nouns take a specific preposition. This preposition often
does not carry any meaning but is merely a linking word, a dependent preposition (Parrot
2007:86). Dependent prepositions is something explicitly taught in senior high school, but
which many learners pick up when reading, watching and listening to English language media.
These instances of dependent prepositions also cause some problems for Swedish students as
they tend to use the English preposition that corresponds to the one used in Swedish.
Before we treat any possible gender differences I would like to discuss the students’
performance as regards the prepositional usage in the essays. The usage of the prepositions at,
in and on cause much confusion and hence many errors. While many prepositions can be
directly translated with the Swedish equivalent and vice versa at, in and on have several
equivalents in both Swedish and English and is therefore one of the first things to be observed
in the student’ writing.
The topic of the essay was ”Do you believe in ghosts” and I believe this could explain why
almost everyone used the correct preposition in this case. The same applies to ‘fascinated by’
which was one of the follow-up questions. Examples (7) and (8) are two of numerous
examples of where students correctly used these verb + preposition combinations.
(7) No, I do not believe in supernatural phenomenoms, but I can't help but wonder
sometimes.
(female student, aged 15)
(8) I think were so fascinated by the unknown cause people always want to proof that they
have experienced some kinds of spirit or vodo things.
(male student, aged 16)
Nevertheless, there were still errors made in these cases as can be seen in examples (9) to
(11). Table 3 further shows statistics on the incorrect choice of preposition in these cases.
(9) i dont wanna believe on the supernatural because it a bit verd
(male student, aged 15)
(10) I think we are so fascinated about it becouse we can't found out anything about it until your
dead.
(female student, aged 15)
(11) The reason to why we are fascinated of supernatural things is that it is something new and
exciting which we have not seen before.
(male student, aged 15)
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Table 3 Statistics on the number of students who attached an incorrect dependent preposition
after ‘believe’ and ‘fascinated’ respectively.
Girls Boys
Number of students attaching an incorrect preposition after ‘believe’ 0 2
Number of students attaching an incorrect preposition after
‘fascinated’
1 4
Of potential interest in these cases is that ‘believe on’ were only found in the boys’ essays
while all girls used this dependent preposition correctly. As for cases where an erroneous
dependent preposition was attached to the verb ‘fascinated’, the errors were once again made
by the boys, while a single girl also made an erroneous choice of preposition, adding about
instead of by.
It would be interesting to know how many students would have made the error of
writing ‘believe on’ and ‘fascinated of’ had it not been included in the essay topic. Especially
since a significant number of correct prepositions were instances of these two. It is only
natural to reply to a question of “Do you believe in...” with “I believe/don´t believe in...”
Moving on, when the students had to choose the correct preposition there were significantly
more errors. Especially in cases where they make a direct transfer of the Swedish form. The
negative transfers from Swedish often occurred in cases where there is a set adjective/verb +
preposition combination as can be seen in examples (12)-(17) below.
(12) We was scared for the dark (scared of the dark)
Sw: rädd för
(male student, aged 15)
(13) It´s something special with Halloween (special about Halloween)
Sw: speciellt med
(male student, aged 15)
(14) a window for example just can open up of its own. (open on its own)
Sw: öppna upp av sig själv
(male student, aged 15)
(15) I have always been intrested of everything thats can (interested in everything)
conect with ghost and stuff.
Sw: intresserad av
(female student, aged 15)
(16) I think that we people don't be so afraid for them (afraid of them)
because the ghostes can not hurt you.
Sw: rädd för
(female student, aged 15)
15
(17) My mother mother read the book for me al the time (read the book to me)
Sw: läsa för
(female student, aged 15)
These errors explained above that could be attributed to negative transfer were quite evenly
distributed between the genders, with both groups producing many errors.
Another mistake that occurred a few times was the combination of for...ago as in (18) and
(19). This would correspond to the Swedish ‘för...sedan’ which is a combination that cannot
be transferred into English. In English, one would only use the preposition ago as a means of
explaining something that happened in the past.
(18) In the past like for a 300 years ago they belived in whiches and burned many people especial
womans and girls.
(female student, aged 15)
(19) people that believed in these matters for some hundred years ago
(male student, age 16)
There were also quite a few instances where the students used prepositions where there would
be no need for one neither in Swedish nor English and where the error cannot be attributed to
negative transfer between Swedish and English. I believe this could be the influence of other
languages as quite a few of the students have foreign family backgrounds and for whom
Swedish is not their native language. I will not make a description of these errors as I have no
means of explaining why they were made. These errors have been noted and counted towards
the complete statistics of the study to see a possible difference between the genders.
Table 4 Statistics on the use of prepositions and prepositional errors.
Girls Boys
Number of prepositions in the essays 257 336
Mean average of number of prepositions used per essay 13.3 13.4
Number of prepositional errors in the essays 33 53
Mean average of prepositional errors per essay (percentage) 13.5 19.2
Table 4 above shows that boys and girls use roughly the same number of prepositions in their
essays, that is 13.3 prepositions per essay for girls and 13.4 prepositions per essay for boys.
However, Table 4 also shows that, despite having knowledge of when and how to use a
preposition, boys have a tendency to choose the wrong preposition more frequently than girls.
16
The error ratio for boys is 19.2% and can be compared with the girls’ lower 13.5% ratio,
which shows a whole 5.7 percentage unit difference in favour of the girls.
However, it is also the case that while girls are more even in their written performance,
the boys show considerable differences. In the essays studied, girls chose the wrong
preposition in 5.9-38.5% of the cases while the boys made an erroneous choice of preposition
in 11.5-75% of the cases (see Appendix B). In Table 5 below we can see that, in addition to
this, only three out of 18 girls’ essays were error free while seven out of 25 boys made no
errors as regards prepositional usage. In other words, only 16.7% of the girls’ essays were
error free while a whole of 28% of the boys managed to write an essay without prepositional
errors. This shows that there is in fact greater variation within rather than between the genders.
Table 5 Statistics on students without any prepositional errors.
Girls Boys
Number of students without any prepositional errors 3 7
Percentage of students without any prepositional errors 16.7 28
6.3 Ability to use subject-verb agreement correctly I also studied how the students’ grasp of correct subject-verb(S-V) agreement is. It is
primarily in the present simple that subject-verb agreement is practiced. When conjugating
verbs in the present simple one needs to make a distinction between verbs referring to a third
person singular subject and verbs with other subjects. When the verb refers to a third person
singular subject it is obligatory to:
- add an –s or –es to verbs in the present tense
- use is in the present tense and was in the past tense the verb to be
- use has for the verb to have
The addition of –s is often called ‘the third person s.’ Many English language students tend to
forget this ‘third person s’ even when they have attained a relatively high competence in the
language. Many learners also find the present simple forms used to ask questions and to make
negative statements confusing and continue to make mistakes throughout their language
studies (Parrot 2007:153ff). Estling Vannestål (2007:80f) suggests that another reason why
learners make mistakes with S-V agreement is that the principle has been misunderstood.
Learners sometimes think that if you add a plural –s to the noun you should add an –s to the
17
verb as well. For example ‘the girls jumps’ as well as the opposite ‘the girl jump’. The
phenomenon of errors regarding the third person -s has been treated by Källqvist & Petersson
(2006) who studied samples of Swedish high school students’ writing and found that it is
something that causes great difficulty for many. It is both due to influence from the Swedish
language and due to the fact that there is inconsistency in the grammatical rules regarding the
use of the third person -s.
In this study I looked at how the students conjugated verbs in:
- the present simple
- the past perfect tense
- constructions with do
- past tense of the verb to be
I did not consider cases where the students used:
- the imperfect (except for cases with the verb ‘to be’ which can be conjugated in the
imperfect tense as well),
- the conditional
- future reference
- constructions with the auxiliary verbs can and may
The reason for this is that the conjugation of the verb using the above does not change
depending on who or what one refers to. Whether one refers to one single girl or a several
girls does not matter, the verb will take the same form regardless, e.g. ‘the girl jumped to the
left’ while ‘the three girls jumped to the right’.
S-V agreement is one of the first things taught when studying English grammar. One would
then think that the students should have mastered this after many years of English language
instruction, but one would be mistaken as there were quite a few errors made in the students’
essays. Since it is the third person singular form of regular verbs in the present tense that
differs, this is where many of the errors found occurred when students referred to for example
friends or words ending with –thing/–one/-body, as can be seen in examples (20)-(23).
(20) When the spotlight light up the sky it sometimes look like a big round spaceship
(male student, aged 15)
(21) He jump very high and he fly
(female student, aged 16)
(22) i think everything have an explanation.
(male student, aged 15)
18
(23) Nobody know if supernatural exist
(female student, aged 16)
There were also instances of the opposite where the student would add an –s to plural
subjects as well. Example (24) illustrates how the student has added both the plural –s and
the third person –s. (25) is an example where the third person -s that is only supposed to be
used to refer to a singular third person subject is added to a verb referring to a third person
plural subject.
(24) Kids believes in monsters and supernatural powers because of the cartoons they watched on
TV which in my opinion isn't that good.
(male student, aged 15)
(25) In Mexico they celebrates the judgement of the death
(male student, aged 16)
As for agreement in the past tense there were notable errors as well. Example (26) is one of
many where the students use was instead of were to refer to themselves and friends in the past
tense. Example (27) illustrates an error that students have made in the present tense as well as
in sentences where ‘people’ is the subject. ‘People’ was in many cases treated as a third
person singular. This may be attributed to the fact that ‘people’ is sometimes seen as an entity,
much like ‘family’.
(26) We was scared for the dark because we thought that ghost can came up and scream you.
(male student, aged 15)
(27) I don't believe that there are people that hasn't gone over to "the other side".
(female student, aged 16)
Table 6 Statistics on the use of verbs and S-V agreement
Girls Boys
Mean average of number of applicable S-V agreement cases per essay 24.89 24.88
Mean average of S-V agreement errors per essay(percentage) 5.02 11.13
Looking at Table 6 above it becomes clear that this is the language point studied that shows
the greatest variation between the genders. The mean average of errors in the girls’ essays is
5.02% while the boys’ essays contain on average 11.13% agreement errors. This means that
19
boys make more than twice as many S-V agreement errors compared to girls. Just as with
prepositional usage there are a number of students who made no agreement errors at all.
However, contrary to the results of prepositional usage, Table 7 below shows that the girls
maintain their advantage toward the boys: almost twice as many girls as boys write essays
free of agreement errors. Seven of the girls’ and five of the boys’ essays remained error free
after the analysis of the essays was done, and keeping in mind that the number of essays
written by boys were more numerous than the number of essays written by girls; this means
that 38.9% of the girls’ essays were error free, which is almost twice as many as the 20%
error free essays written by boys. The results within the groups are also more even in the
study of this language point. The spread for the girls who had made agreement errors is 2.3-
14.3% and the error ratio for boys is 2.2-33.3% (see further Appendix C).
Table 7 Statistics on students without any S-V agreement errors.
Girls Boys
Number of students without any S-V agreement errors 7 5
Percentage of students without any S-V agreement errors 38.9 20
This language point shows that girls have developed their grasp of S-V agreement better than
boys, and they outperform the boys both on the wider group level as well as the narrower
point where the number of error free students in the different gender categories are considered.
6.4 Bringing the different language points together
I have studied different language points and discussed them independently from each other. I
will here try to tie the different categories together to see whether there are any differences
between the genders and if the frequently expressed opinion that girls are better than boys at
writing and languages is true or not in this case. Table 8 shows which gender performed better
in the respective language points studied.
Table 8 Language points studied and the gender group that performed best.
Language point Favoured gender
Use of relative clauses Boys
Use of prepositions Girls
Subject-Verb agreement Girls
20
After having analysed 43 student essays there seems to be a slight advantage for the female
gender. Of the three language points studied they performed better in two. However, in the
first two points studied, the performance was very even and one really has to look hard to
detect any notable differences. Especially, differences in the use of relative clauses were near
to non-existent. As for prepositional usage a first glance showed a significant advantage for
girls on a surface level, but once we look at individual performances more boys than girls
produce essays without prepositional errors. As for S-V agreement it is the only language
point that gives girls an advantage over boys in all aspects studied. The error ratio is lower
overall and a higher number of girls write error free essays in this respect.
Summing up, this study shows that in the language points studied girls are better than
boys at writing in English, but the difference is not very large and there seems to be great
variation within the gender groups as well.
7 Discussion
As this study has been focused on the written language performance of the students rather
than the reasons behind the fact that girls indeed do seem to perform better than boys this
brief discussion will, as much previous research in the area, be of a fairly speculative nature. I
have not had the possibility to study neither the students’ biological nor social conditions, and
much of the previous research in the field has attributed gender differences to these factors.
7.1 The results are in favour of the girls as a group
As presented in the background and literature review sections, it is the general belief in
western culture and the SLA research community that females are better language learners
than males. The results of this study have shown to be in agreement this view and previous
research in the field in most points studied. The girls outperformed the boys in all fields
except the use of relative clauses. Girls as a group wrote longer essays, made fewer
prepositional errors as well as fewer S-V agreement errors.
The reason for girls performing better than boys is still unclear but could be attributed to
all of the perspectives previously discussed. One reason could be that which neorolinguists
and spokespersons for biological differences believe in. It has indeed been scientifically
researched that the left hemisphere, which is where language is processed, is better developed
in girls which gives girls a so-called natural advantage over boys. It could also be due to the
social context in which the students live and have lived in. The report by Skolverket (2006)
21
showed that the girls were outperforming boys in most subjects studied and that this was
especially strong in Sweden and the Nordic countries. The question one has to ask oneself
then is whether the biological differences are only to be attributed to gender differences
because as the report shows there is also a difference between girls and boys in the north of
Europe and girls and boys in other countries. Should one then consider race an important
factor as well and that race combined with gender differences is a more decisive factor?
However, it seems more likely that social reasons can be applied to the fact that there is
variation between as well as within the two gender groups. This will be discussed next.
7.2 Intragroup rather than intergroup variation
Even though the results have shown to be in advantage of the female gender, I also observed
much data that point to variation within the different gender groups as well as variation
between them. When the prepositional usage was analysed it gave two sides to the story as it
initially showed that the girls made fewer errors than boys, but when I looked at the number
of students that made no errors at all the boys were at an advantage.
The explanation to this variation is most likely to be found in other areas of study which
fall into the psychological and social frameworks of SLA study. In this study it has not been
possible to research the students’ contact with and interest in the English language. It is
however not unlikely that there are many of the high performing boys who have great aptitude
and motivation towards their language studies. As I have spent a significant amount of time
with the students who participated in this study I have knowledge that has not been accounted
for in this study. I do however happen to know that many of the boys in these two classes
spend a significant amount of time online playing games and chatting with people around the
world. This means that they are exposed to and use English outside of the classroom as they
have something that motivates them to continue using the language. And as we all know,
when we use a language we continuously develop it.
8 Conclusion
In this essay I have studied the writing of 43 students of Swedish junior high school. I have
looked at three different language points and studied the performances. As regards relative
clauses the occurrence was studied, and in the case of prepositions and subject-verb
agreement the amount and type of errors they made in the respective categories was studied.
In addition, I studied which gender used more relative clauses and which gender made the
22
highest amount of prepositional and agreement errors in order to see if there were any
observable differences. The study showed an advantage in favour of the girls’ writing and the
results are therefore in agreement with much previous research in this field of study. For
clarity’s sake I will now briefly address and answer my four research questions one last time.
The first research question “How is the written performance of Swedish junior high
school students as regards their use of relative clauses, prepositions and subject-verb
agreement?” was of a more general nature and was treated throughout the data presentation
and analysis section together with the more specific research questions. The students’
performances were varying and showed variation between as well as within the two gender
groups.
The second research question was “Is there a difference in junior high school boys’ and
girls’ syntactic maturity, in how they successfully use relative clauses?” and the results
showed that there is a small difference. The boys successfully used relative clauses introduced
by relative pronouns and relative adverbs more often than girls. Nonetheless, there was great
variation within the gender groups as well.
The third research question “Are there differences in junior high school boys’ and girls’
writing in how they successfully use prepositions?” showed that the girls used correct
prepositions more often than boys. Prepositions is a word class that causes much confusion
for L2 learners and it seems that the ninth-grade girls who participated in this study have been
able to master their usage to a higher extent than boys. However, this is mainly on a group
level and as soon as I considered individual performances the results showed that more boys
than girls wrote essays without prepositional errors. This means that also this language point
showed great variation between as well as within the gender groups.
The fourth and last research question “Are there differences in junior high school boys’
and girls’ writing in how they successfully deal with verb forms?” was the one that showed
the most notable differences between the genders. The girls outperformed the boys both as a
group and on an individual level.
As this study was of a very limited kind it was only possible to study a few language points. It
would have been very interesting to have considered other language points in order to be able
to give a fuller picture and more points of comparison. As the study stands now only three
aspects were studied and the girls only performed slightly better than the boys. It would for
example be interesting to study the choice of vocabulary or in a freer writing task the choice
of topic. Would girls choose to write more about emotional and reflective topics, or would it
23
instead be the boys that would choose more profound topics rather than writing about games
and comics?
Many of the theories behind differences in performance rely on social and psychological
factors. It would therefore be of great interest to a future study to combine analysis of the
students' written performance with interviews to try to explain why some students perform
well and others do not. As I mentioned in the discussion I know many of the students who
participated in this study and I have some knowledge of their interests and social and
linguistic backgrounds. Through an extended study with interviews it would be possible to
study the students’ written performance together with factors such as motivation, interests and
social conditions.
Finally, L2-learning in relation to gender is still a rather unexplored field of study and
much more research can and needs to be made before we can form any real theories to
whether, and if so why, females are better L2 learners than males. There are many aspects to
study and I hope that there will be answers found in the future as it is a fascinating subject. It
will further have the prospect of influencing SLA teaching methods as background knowledge
of why students perform well or not can help the teacher design lesson plans and activities
that favour the students.
24
References
DeCapua, Andrea. 2008. Grammar for Teachers: A guide to American English for Native and
Non-Native Speakers. Boston: Springer
Ellis, Rod. 1994. The Study of Second Language Acquisition. Oxford: Oxford University
Press
Ellis, Rod & Gary Barkhuizen. 2005. Analysing Learner Language. Oxford: Oxford
University Press
Estling Vannestål, Maria. 2007. A University Grammar of English – with a Swedish
Perspective. Lund: Studentlitteratur
Greenbaum, Sidney & Randolph Quirk. 1990. A Student’s Grammar of the English Language.
Harlow: Longman
Gurian Michael & Patricia Henley. 2001. Boys and Girls Learn Differently! A Guide for
Teachers and Parents. San Francisco: Jossey-Bass Books
Johansson, Christine & Christer Geisler. 2009. “The Uppsala Learner English Corpus: A New
corpus of Swedish high school students’ writing” In Saxena Anju & Åke Viberg (eds.)
Multilingualism: Proceedings of the 23rd Scandinavian conference of linguistics.
Uppsala: Acta Universitatis Upsaliensis.
Johansson, Christine & Christer Geisler. 2011. “Syntactic Aspects of the Writing of Swedish
L2 Learners of English.” To appear in Newman, John; Rice, Sally & Harlad Baayen
(eds.) Corpus-based Studies in Language Documentation, Use, and Learning.
Amsterdam: Rodopi.
Källqvist, Marie & Sandra Petersson. 2006. ”An s, or not an s; that is the question: Swedish
teenage learners’ explicit knowledge of subject-verb agreement in English” In Einarsson,
Jan; Larsson Ringqvist, Eva & Maria Lindgren (eds.) Approaches to teaching and
learning in linguistic research: Papers from the ASLA symposium in Växjö, 10-11
November 2005.
Mellerby, Anna; Rinnesjö, Susanna; Glover, Mary; Glover, Richard; Hedberg, Bo & Per
Malmberg. 2010a. Wings 7 Blue: Workbook. Stockholm: Natur & Kultur.
Mellerby, Anna; Rinnesjö, Susanna; Glover, Mary; Glover, Richard; Hedberg, Bo & Per
Malmberg. 2010b. Wings 8 Red: Workbook. Stockholm: Natur & Kultur.
Mellerby, Anna; Rinnesjö, Susanna; Glover, Mary; Glover, Richard; Hedberg, Bo & Per
Malmberg. 2010c. Wings 9 Black: Workbook. Stockholm: Natur & Kultur.
Murphy, Patricia & Jannette Elwood. 1998. ‘Gendered learning outside and inside school:
25
influences on achievement’ in D. Epstein, J. Elwood, V. Hey & J. Maw (eds.) Failing
Boys? Issues in gender and achievement. Buckingham: Open University Press.
Parrott, Martin. 2007. Grammar for English Language teachers. Cambridge: Cambridge
University Press
Saville-Troike, Muriel. 2012. Introducing Second Language Acquisition. Cambridge:
Cambridge University Press.
Skolverket. 2006. Könsskillnader i måluppfyllelse och utbildningsval. Rapport 287.
Stockholm: Tabergs Tryckeri.
26
Appendixes
Appendix A Data on age, number of words, number of sentences, number of relative clauses,
percentage of Subject-Verb agreement errors and percentage of prepositional errors for each
student’s essay
Student (M) Age Words Sentences
Relative
clauses
Subject-Verb
agreement errors (%)
Prepositional
errors (%)
AM1 16 272 13 4 0 18.80
AM2 15 201 9 1 0 0
AM3 15 237 18 2 31.6 19
AM4 15 260 11 9 20.7 0
AM5 15 94 7 0 8.3 75
AM6 15 101 7 1 0 0
AM7 16 224 7 2 12.1 33.30
AM8 15 118 8 0 33.3 37.50
AM9 15 205 15 1 23.1 23.50
AM10 15 170 7 0 18.2 50
AM11 16 210 10 2 32.1 0
AM12 15 104 7 1 14.3 28.60
AM13 15 206 16 4 15.8 0
AM14 15 248 7 2 12 18.80
AM15 15 402 22 6 0 21.10
CM1 15 225 14 4 8.3 21.40
CM2 15 228 8 4 12.1 33.30
CM3 15 284 2 5 4.4 21.40
CM4 15 294 20 4 4.2 0
CM5 16 275 15 3 5 19
CM6 15 209 10 1 2.2 14.30
CM7 16 352 15 7 10.3 11.50
CM8 15 260 11 0 0 18.20
CM9 16 323 20 1 2.8 0
CM10 15 249 14 1 12.5 15
Total
5751 293 65 283.3 479.70
Mean Average
230.04 11.72 2.6 11.33 19.2
27
Student (F) Age Words Sentences
Relative
clauses
Subject-Verb
agreement errors (%)
Prepositional
errors (%)
AF1 15 297 15 2 2.3 17.60
AF2 15 265 9 4 0 25
AF3 15 194 21 0 3.8 30
AF4 15 344 23 5 10.2 5.60
AF5 15 285 28 3 11.1 10
AF6 15 252 15 2 4.2 17.60
AF7 16 270 27 4 20.7 14.30
AF8 16 316 21 1 0 5.90
AF9 15 314 28 4 0 0
CF1 16 206 13 1 0 9
CF2 15 217 17 1 5 38.50
CF3 16 243 11 0 14.3 9.50
CF4 15 319 18 3 0 0
CF5 15 227 27 2 0 7.10
CF6 15 372 9 1 6.5 25
CF7 16 244 18 1 0 0
CF8 16 204 13 5 4.2 9.10
CF9 16 204 10 4 8 18.20
Total
4773 323 43 90.3 242.5
Mean Average
265.17 17.94 2.39 5.02 13.5
28
Appendix B Data on prepositional usage for male (M) and female (F) students. Number of
correct prepositions, number of incorrect prepositions, total number of prepositions used and
error ratio.
Student (M) Correct Incorrect
Total number of
prepositions used Error ratio (%)
AM1 13 3 16 18.80
AM2 12 0 12 0
AM3 17 4 21 19
AM4 16 0 16 0
AM5 1 3 4 75
AM6 8 0 8 0
AM7 4 2 6 33.30
AM8 5 3 8 37.50
AM9 13 4 17 23.50
AM10 3 3 6 50
AM11 12 0 12 0
AM12 5 2 7 28.60
AM13 6 0 6 0
AM14 13 3 16 18.80
AM15 15 4 19 21.10
CM1 11 3 14 21.40
CM2 4 2 6 33.30
CM3 11 3 14 21.40
CM4 17 0 17 0
CM5 17 4 21 19
CM6 12 2 14 14.30
CM7 23 3 26 11.50
CM8 9 2 11 18.20
CM9 19 0 19 0
CM10 17 3 20 15
Total 283 53 336 479.70
Mean Average
13.4 19.20
29
Student (F) Correct Incorrect
Total number of
prepositions used Error ratio (%)
AF1 14 3 17 17.60
AF2 12 4 16 25
AF3 7 3 10 30
AF4 17 1 18 5.60
AF5 18 2 20 10
AF6 14 3 17 17.60
AF7 12 2 14 14.30
AF8 16 1 17 5.90
AF9 18 0 18 0
CF1 10 1 11 9
CF2 8 5 13 38.50
CF3 19 2 21 9.50
CF4 12 0 12 0
CF5 13 1 14 7.10
CF6 6 2 8 25
CF7 9 0 9 0
CF8 10 1 11 9.10
CF9 9 2 11 18.20
Total 224 33 257 242.50
Mean Average
13.3 13.50
30
Appendix C Data on usage of subject-verb agreement for male (M) and female (F) students.
Number of correct S-V agreement cases, number of incorrect S-V agreement cases, total
number of applicable S-V agreement cases and error ratio.
Student (M) Correct Incorrect
Applicable S-V
agreement cases Error ratio (%)
AM1 30 0 30 0
AM2 20 0 20 0
AM3 13 6 19 31.6
AM4 23 6 29 20.7
AM5 11 1 12 8.3
AM6 12 0 12 0
AM7 29 4 33 12.1
AM8 10 5 15 33.3
AM9 20 6 26 23.1
AM10 9 2 11 18.2
AM11 19 9 28 32.1
AM12 12 2 14 14.3
AM13 16 3 19 15.8
AM14 22 3 25 12
AM15 40 0 40 0
CM1 22 2 24 8.3
CM2 29 4 33 12.1
CM3 43 2 45 4.4
CM4 23 1 24 4.2
CM5 19 1 20 5
CM6 14 4 18 2.2
CM7 35 4 39 10.3
CM8 26 0 26 0
CM9 35 1 36 2.8
CM10 21 3 24 12.5
Total 553 69 622 283.3
Mean Average
24.88 11.33
31
Student (F) Correct Incorrect
Applicable S-V
agreement cases Error ratio (%)
AF1 42 1 43 2.3
AF2 16 0 16 0
AF3 25 1 26 3.8
AF4 45 5 49 10.2
AF5 16 2 18 11.1
AF6 23 1 24 4.2
AF7 23 6 29 20.7
AF8 23 0 23 0
AF9 23 0 23 0
CF1 3 0 3 0
CF2 19 1 20 5
CF3 18 3 21 14.3
CF4 31 0 31 0
CF5 17 0 17 0
CF6 29 2 31 6.5
CF7 25 0 25 0
CF8 23 1 24 4.2
CF9 23 2 25 8
Total 424 25 448 90.3
Mean average
24.89 5.02