The Effects of Vocabulary Learning on
Collocation and Meaning
STUART WEBB
Victoria University of Wellington
Wellington, New Zealand
EVE KAGIMOTO
Kurume University
Kurume, Japan
This study investigates the effects of receptive and productive vocabulary tasks on learning collocation and meaning. Japanese English as a
foreign language students learned target words in three glossed sentences and in a cloze task. To determine the effects of the treatments,
four tests were used to measure receptive and productive knowledge of
collocation and meaning. The results showed that both tasks led to significant gains in knowledge with little difference between the size of the
gains. When participants were grouped according to level, the productive task was more effective for higher level learners, and the receptive
task was more effective for lower level learners. Mean scores on the productive tests were slightly higher for both tasks on the test of meaning
than on the test of collocation. However, the findings indicate knowledge of collocation may be acquired at a rate similar to that of meaning,
and that tasks which focus on collocation, as well as meaning, may be
effective.
T
he importance of knowledge of collocation to second language learners is now widely recognized (Bahns & Eldaw, 1993; Howarth, 1998;
Lewis, 2000; McCarthy & O’Dell, 2005; Nesselhauf, 2003). Although
viewed initially as a tool through which to develop higher level productive skills in advanced learners, the benefits of learning collocations are
now seen as extending beyond mere word selection to include fluency
development as well as improvements in accuracy (Wray, 2000). With
multiple benefits to be gained, it is hardly surprising that there has been
increased interest in the role of collocations in the classroom and
demands for a more explicit and prominent place to be given to their
teaching within academic curriculums (Hill, 2000; Kennedy, 2003; Lewis,
2000). Despite widespread recognition of the difficulties learners have in
producing collocations and their critical role in fluency development,
however (Bahns & Eldaw, 1993; Gabrys-Biskup, 1992; Nesselhauf, 2003),
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55
very few empirical studies have addressed the issue of how collocations
can be most effectively taught in the language classroom. In order to
shed some light on this issue, the current study investigates three main
areas concerning the teaching of collocation in the language classroom:
(a) the extent to which reading and cloze tasks are effective tools for
explicitly teaching collocation, (b) the influence of the type of learning
condition (receptive or productive) on the ultimate learning gains, and
(c) the general nature of the relationship between collocation and meaning. By addressing these three fundamental areas, we hope to deepen our
understanding of how collocations are learned and provide empirical
support for the most effective means of teaching collocation in the language classroom.
BACKGROUND
The majority of research investigating collocations to date has focused
on providing descriptive accounts of collocational behaviour and analyses of how collocations are used by learners in the second language (L2)
classroom. The increased availability of large corpora has enabled corpus
linguists to examine more closely the precise nature of different types of
collocation, and several studies have been carried out to determine their
relationship with other multiword lexical units (Moon, 1997, 1998), their
structural and functional properties (Mel’cuk, 1998; Nesselhauf, 2005;
Wouden, 1997), and the grammatical and semantic constraints on cooccurrence (Kennedy, 2003; Xiao & McEnery, 2006).
Most research carried out within the L2 classroom has also been largely
descriptive in nature, concerned primarily with assessing the extent of
learner knowledge of collocation and its influence on learner errors
(Bahns & Eldaw, 1993; Farghal & Obiedat, 1995; Granger, 1998;
Nesselhauf, 2003). Initial studies using small elicitation tests such as cloze
and translation tasks found that collocation was highly problematic for
L2 learners and that it accounted for a significantly high proportion of
learner errors in L2 writing (Bahns & Eldaw, 1993; Gabrys-Biskup, 1992;
Hussein, 1990). These results were then confirmed by further studies
based on larger amounts of freely produced data such as essays and
reports, which again showed that collocation, in particular with a verb–
noun form, was responsible for a significant number of learner errors
(Granger, 1998; Nesselhauf, 2003). Based on these findings, it would
seem that collocation is indeed an area of particular difficulty for many
L2 learners, warranting further attention and a more prominent role
within L2 classrooms.
The necessity to introduce collocation explicitly into the L2 classroom
receives further support from the suggestion by some researchers that
the majority of words are learned through direct instruction with
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relatively few gains being made incidentally in an EFL context (Laufer,
1991; Laufer & Paribakht, 1998). Although it has been argued that collocation may be learned incidentally along with the meaning of single-word
items (Mackin, 1978), research on vocabulary learning in an EFL context
indicates that incidentally acquiring meaning for even relatively salient
single-word items is a relatively slow process with learning dependent on
the amount of input (Horst, Cobb, & Meara, 1998; Waring & Takaki,
2003). If this is the case, then learning collocation incidentally may be a
rare occurrence because the number of words that would be needed to
encounter the same collocation twice would be much greater than those
needed to encounter the same word twice, and research indicates that at
least eight encounters are needed to learn a word’s meaning (Horst,
Cobb, & Meara; Waring & Takaki; Webb, 2007a). Indeed, the lack of incidental learning would seem to be reflected in reports claiming a large
gap between knowledge of meaning and collocation (Bahns & Eldaw,
1993), and indicates a need to determine the most effective methods
through which to teach collocation.
Although the problems that learners have in producing collocations
and collocations’ critical role in fluency development are widely recognized, very few empirical studies have addressed the issue of how collocations can be most effectively taught in the language classroom. Several
researchers have made suggestions toward teaching approaches (Hill,
2000; Lewis, 2000; McCarthy & O’Dell, 2005), but there is little empirical
support for effective ways of teaching collocation. Of the few studies
which do specifically address the issue of teaching collocation in the classroom, most are concerned with the use of computer-aided language
learning (CALL) facilities—in particular Web-based concordancers. Sun
and Wang (2003) used a concordancer program to examine the relative
effectiveness of inductive and deductive approaches to learning grammatical collocations at two levels of difficulty in the classroom. The
researchers randomly divided a group of 81 senior high school students
into two groups and asked them to complete an hour-long instruction
session of online exercises for four target collocations that used either a
deductive or inductive teaching approach. The four target collocations
were divided into two groups based on perceived difficulty. The deductive group received rule explanations with example sentences, and the
inductive group had to induce the patterns using a concordancer. Posttest
results showed that the inductive group improved significantly more than
the deductive group in learning collocation as demonstrated by an error
correction test. The level of difficulty of collocation was also found to
influence the learning outcome with easy collocations being more suitable for an inductive approach. As noted by Chan and Liou (2005), however, the design of the study had several weaknesses, including the small
sample size of collocations and the arbitrary nature with which the
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
57
collocations were divided into levels of difficulty. Although the results
shed some light on the teaching of collocation under different learning
conditions, limitations in the study design cast doubt as to how generalizable the results may be.
In a follow-up study, Chan and Liou (2005) also investigated the effects
of Web-based concordancing on collocation learning in a CALL classroom. The study used five Web-based practice units, three of which
included the use of a bilingual Chinese–English concordancer to teach
verb–noun collocations to EFL students. In line with Sun and Wang’s
(2003) results, they also found that explicit online instruction was effective in promoting EFL learner knowledge of collocation, with results significantly higher for units in which the concordancer had been used.
Results also showed significant differences in learning between four verb–
noun collocation types with concordancers deemed most suitable for use
in the instruction of delexicalised verbs and L1–L2 noncongruent verb
collocations. Although the study design included a wide variety of interactive activities such as multiple-choice and gap-filling tasks within the
online practice units, the research questions focused on the learning
effects of the concordancer alone, and no discussion was made of how
the different types of activities may have affected different types of learning gains. Indeed, overall gains in knowledge of collocation were assessed
by the use of a single productive test—albeit at delayed intervals—making any further analysis of task type largely impossible.
Although a limited number of studies have included different tasks
within the research design, to our knowledge none to date have specifically addressed the issue of how different learning conditions, such as
those found in receptive and productive tasks, may influence knowledge
of collocation. Research investigating learning word pairs has shown that
the type of learning (receptive or productive) may determine the amount
of knowledge gained, with receptive tasks more likely to result in gains in
receptive knowledge and productive tasks likely to foster productive gains
(Griffin & Harley, 1996; Stoddard, 1929; Waring, 1997b). This result may
depend, however, on the time spent on the tasks (Webb, 2005). Productive
tasks tend to take longer than receptive tasks (Waring, 1997b; Webb,
2005). Webb found that when time on task was the same, a reading task
was more effective than a writing task. However, when time on task was not
controlled, the productive task was more effective. Little is known, however, of how such differences in task type affect ultimate learning gains for
longer multiword lexical units. Having drawn considerable interest from
researchers investigating the acquisition of single word items, it is surprising that this area of research seems to be as yet largely unexplored.
Another area largely unaddressed by current studies of collocation is
that of the relationship between collocation and form and meaning. It is
now widely accepted that knowing a word requires a depth of knowledge
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which extends beyond mere form and meaning, and several researchers
have outlined criteria for which aspects of knowledge are required to know
a word (Aitchison, 1994; Laufer, 1997; McCarthy, 1990; Nation, 1990, 2001;
Richards, 1976). Though collocation is widely cited as one of several
aspects of knowledge, very little is known about the precise relationship
between the aspects of knowledge and how they interact. Aside from a
handful of studies conducted on the multiple aspects of word knowledge
(Schmitt, 1998, 1999; Schmitt & Meara, 1997; Webb, 2005, 2007a, 2007b,
2008), there is little research focused on issues such as the rate of acquisition of different aspects, to what extent they can be learned independently,
and how much of a tradeoff is necessary to successfully acquire depth as
well as breath of vocabulary knowledge. Although addressing all these
questions is obviously beyond the scope of the current study, we hope that
by carrying out multiple tests for receptive and productive gains in both
collocation and meaning, the current study will shed some light on the
relationship between these two aspects of word knowledge.
RESEARCH QUESTIONS
The current study seeks to address the following three research
questions:
1. To what extent are reading and cloze tasks effective as tools for explicitly teaching collocation in the language classroom?
2. In what ways do the differences in the type of learning condition
(receptive and productive) influence learning gains in receptive and
productive knowledge of collocation and meaning?
3. What do the results show us about the nature of the relationship
between collocation and meaning?
For the purpose of this study, collocation will be defined from a statistical
(Greenbaum, 1974; Hunston, 2002; Partington, 1998; Sinclair, 1991) rather
than a phraseological (Cowie, 1994; Nesselhauf, 2003) standpoint as referring to the frequency of co-occurrence of two lexical items within a given
span. This definition has been widely accepted by corpus linguists such as
Halliday (1966), Sinclair (1991), and McEnery and Wilson (2001).
METHOD
Participants
The participants in this study were 145 Japanese native speakers learning
English as a foreign language in nine first-, second-, and third-year classes at
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
59
two universities in Fukuoka, Japan. Their average raw score on Version 1 of
the Vocabulary Levels Test (Schmitt, 2000) at the second-1,000-word level
was 24.8/30, indicating that they had receptive knowledge of approximately
1,700 of the 2,000 most frequent words (Schmitt, Schmitt, & Clapham,
2001), and they should have little difficulty understanding all of the running words in the treatments. The two experimental groups were assigned
117 participants—encountering collocations in three glossed sentences and
writing the same collocations in a cloze task—and 28 participants were
assigned to a control group, which did the pretest and the receptive knowledge of collocation posttest. Of all the learners in the study, 62 were classified as higher level learners. Their average raw score on the pretest was
5.26/24, and their average raw score on the second-1,000-word level was
27.0/30. In addition, 55 learners were classified as lower level learners.
Their average raw score on the pretest was 2.96/24, and their average raw
score on the second-1,000-word level was 24.7/30. To ensure that there was
a valid comparison between the two treatments, the participants were
assigned to the experimental groups according to their pretest scores. The
reading and cloze groups, and their subgroups—higher level and lower
level—all had statistically equivalent scores on the pretest (see Tables 2–5).
Design
Three weeks before the experiment, all of the participants were administered the pretest and given as much time as they needed to complete it.
The learners were then assigned to two experimental groups and one
control group. In the receptive treatment, the first experimental group
encountered target collocations in three glossed sentences. In the productive treatment, the second experimental group had to write the target
collocations in blanks in the same three sentences that the first experimental group read. The control group simply completed the posttest
measuring receptive knowledge of collocation. In the experiment, which
was conducted within one 90-minute class, the experimental groups completed the treatments and posttests. The participants were given as much
time as they needed to complete the treatments and were monitored to
ensure that the treatments had been completed. Immediately after the
treatments, the posttests were handed out. The participants were unaware
that they would be tested after the treatments and had as much time as
they needed to complete the tests.
Target Collocations
Twenty-four collocations were chosen for this experiment. The node
word in each collocation was a verb with a noun as its collocate.
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Verb–noun collocations were used in this study because previous research
has indicated that they have caused difficulty for EFL learners (Chan &
Liou, 2005; Nesselhauf, 2003). All of the collocations were comprised of
high-frequency words that the participants were likely to know. The collocations and their t-scores taken from the Bank of English are reported
in Table 1.
Treatments
In the receptive treatment (see Appendix), the participants encountered each collocation along with its first language (L1) meaning followed by three sentences. The instructions were written in Japanese and
were as follows: “Try to understand the words in bold and the sentences
in which they appear.” In Example 1 the glossed sentences for the target
collocations lose touch are shown.
Example 1
lose touch =
A lot of famous people lose touch with their old friends.
Mick does not want to lose touch with his children.
We mustn’t lose touch with our family.
In the productive treatment, the participants encountered the collocations in the identical glossed sentences listed in the receptive treatment.
However, in each sentence the collocations had been replaced with
blanks. The instructions were written in Japanese and were as follows:
“Try to understand the words in bold and the sentences below. Write the
words in bold in the blanks.” To reduce the amount of time it took to
complete the cloze task, the participants had to decide between two
TABLE 1
Collocations and t-Scores
Collocation
t-score
Collocation
t -score
touch wood
stay course
buy time
run risk
throw light
give example
spread word
see light
read thoughts
blow nose
remember time
tell time
12.05
10.56
5.44
26.62
15.54
19.30
24.25
19.88
8.38
10.08
22.24
8.20
sit exams
pull strings
draw blood
meet demand
grant wish
cut corners
shoot film
lose touch
raise questions
launch attacks
ensure safety
develop strategies
10.28
11.86
6.87
28.39
5.55
15.55
9.62
13.48
26.04
13.31
21.86
14.55
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
61
collocations for each set of three sentences. The participant’s task was
to write the two collocations in the correct set of three sentences.
Twelve sets of two collocations and their sentences were presented in
the test. After the cloze task had been completed, the participants were
given an answer sheet which showed the correct collocation beside the
appropriate number to ensure that their responses were correct. The
participants were not shown the meanings of the collocations or the collocations in their contexts on the answer sheet. The participants were
monitored to ensure that they wrote the collocations in each sentence. In
Example 2, the cloze task for the collocations lose touch and meet demand
are shown.
Example 2
lose touch
meet demand
5
A lot of famous people______ ______ with their old friends.
a Mick does not want to ______ ______ with his children.
We mustn’t ______ ______ with our family.
b
5
This is the only way the club can ______ the ______ for tickets from
supporters.
Railways were built to ______ a clear ______ to move people.
This will allow us to ______ the public’s ______ for manufactured
goods.
All of the sentences in which the collocations were encountered were
taken from the Bank of English or the British National Corpus; however,
many of the sentences were modified. Running words that were unlikely
to be known were replaced with more frequent words, which were
expected to be known by all of the participants. Because the percentage
of unknown words in a text is likely to influence learning (Laufer, 1989;
Nation, 2001), using sentences in which all of the running words were
likely to be known would provide a more accurate assessment of the learning conditions.
Dependent Measures
A pretest measuring receptive knowledge of collocation was used to
select collocations the participants were unlikely to know. The pretest
used a multiple-choice format in which the node word for each collocation was given and the participants were required to circle the correct
collocate from four choices or circle a fifth choice, I don’t know, if they
were unsure. All of the distracters were among the 2,000 most frequent
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words and were likely to be known by all of the participants. In Example
3, the learners had to circle touch to score correctly.
Example 3
lose
a) touch
b) surprise
c) trouble
d) peace
e) I don’t know
After the treatments, the learners were administered four tests that measured productive knowledge of collocation, receptive knowledge of collocation, productive knowledge of meaning, and receptive knowledge of
meaning. Two scores were calculated for the tests measuring productive
knowledge of collocation and meaning for all of the participants. One
score was for partial knowledge of written form, and one score was for full
knowledge of written form. Using scores for partial and full knowledge of
written form may provide a more accurate assessment of the effects of the
treatments on productive knowledge.
On the first test, which measured productive knowledge of collocation, the participants were given the node words from the target collocations and had to write the collocates, which they had learned in the
treatment. To score correctly in Example 4, the learners had to write the
target collocate touch beside the node word lose with which it had appeared
in the treatment.
Example 4
lose ___________________
If a response was misspelled and it resembled the target collocate, was
singular when it should have been plural, plural when it should have
been singular, or the wrong part of speech, it was marked as incorrect in
the strict scoring system. In the example above, for the target collocation
lose touch, responses such as tuch, touches, and touching were scored as
incorrect. However, those responses were marked as correct in the sensitive scoring system, which scored for partial knowledge.
The second test was a multiple-choice test measuring receptive knowledge of collocation. The test was identical to the pretest discussed earlier
except the number of target collocations had been reduced to the 24
which were learned in the experiment.
The third test was a productive-translation test in which the L1 meanings cued the L2 collocations. The aim of this test was to determine
whether the learners could link the L2 collocations with their L1 meanings. To score correctly in Example 5, the learners had to write the collocation lose touch beside its L1 translation.
Example 5
____________________
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
63
Each response was scored twice. In the strict scoring system, the answer
had to be spelled correctly. In the sensitive scoring system, misspelled
responses which clearly resembled the correct answer and were not real
words were also scored as correct.
The fourth test was a receptive translation test in which the L2 collocations cued the L1 meanings. In Example 6, the learners were required to
write the Japanese translation of lose touch (
) in the blank.
Example 6
(4) lose touch ____________________
Since the participants saw all of the L1 meanings in the previous test, it
may have created a slight learning effect. However, it should be noted
that the test was essentially measuring the participant’s ability to link the
collocations with their L1 meanings, rather than demonstrate that they
knew the L1 meanings. To reduce the possibility of a learning effect, the
order in which the collocations were listed varied on each test.
RESULTS
The descriptive statistics (means, standard deviations, and number of
participants) of the scores for the tests measuring receptive knowledge of
collocation are reported in Table 2. Figure 1 shows that the reading
group’s mean score increased from 4.25 to 19.70 after the treatment, and
the cloze group’s mean score increased from 4.11 to 20.84. To determine
the effects of the learning conditions (reading three glossed sentences or
completing a cloze task), Welch’s robust test for differences in group
means was performed using the change scores (post-pre score) on tests
measuring receptive knowledge of collocation for all three groups.1
The Welch test revealed that the three groups differed in terms of
improvement F(2, 91.24) = 329.94, p < 0.001. A posthoc, Tukey
TABLE 2
Means and Standard Deviations for Learning Conditions on Pre- and Posttests Measuring
Receptive Knowledge of Collocation
Learning condition
Tests
Reading (n = 56)
Cloze task (n = 61)
Control (n = 28)
Receptive collocation pretest
Receptive collocation posttest
4.25, 2.55
19.70*, 4.43
4.11, 3.02
20.84*, 3.72
5.43, 2.20
6.14, 2.49
Note. Maximum score = 24. Standard deviations in italics.
* Significant difference between pretest and posttest score (p < 0.05).
1
64
Because Levene’s test rejected the assumption of equal variances, Welch’s robust test was
used rather than a regular ANOVA (Welch, 1951).
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FIGURE 1
Pretest and Posttest Scores on the Receptive Knowledge of Collocation Test
multiple-comparison test showed that the reading group and the cloze
group improved their scores significantly more than the control group
(p < 0.05), indicating that both learning tasks were effective methods of
learning collocation. However, the difference between the reading and
cloze groups was not statistically significant (p = 0.23), indicating that neither treatment was superior at developing receptive knowledge of collocation. The difference between the pretest and posttest for the control
group was not significant (p > 0.05).
The descriptive statistics (means, standard deviations, and number of
participants) of the scores for all the dependent measures are presented
in Table 3. The results show that both groups demonstrated large gains
in knowledge with very little difference between the scores for both
groups. A multivariate analysis of variance (MANOVA) was performed,
using the scores on the five dependent measures with each productive
test scored twice (strict and sensitive scoring). The independent variable
was the type of learning task—completing a cloze task and reading the
collocations in three sentences. The MANOVA revealed an overall significant difference between the two tasks (F(7, 109) = 2.58, p < 0.05). However,
no significant differences were found between the two tasks on any of the
individual tests.
Table 4 presents the results for the higher level students on the dependent measures. Repeated measures analyses of variance (ANOVAs)
revealed that both the reading group (F(1, 29) = 220.67, p < 0.001) and
the cloze group (F(1, 31) = 428.62, p < 0.001) had significantly higher
scores on the posttest measuring receptive knowledge of collocation than
on the pretest, indicating that the learning conditions were effective with
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
65
TABLE 3
Means and Standard Deviations for Learning Conditions on Dependent Measures
Learning condition
Tests
Receptive collocation pretest
Productive collocation
Productive collocation (strict scoring)
Receptive collocation
Productive meaning
Productive meaning (strict scoring)
Receptive meaning
Reading (n = 56) Cloze task (n = 61) KR21 (n = 117)
4.25, 2.55
9.04, 5.80
7.18, 5.43
19.70, 4.43
12.86, 5.89
10.82, 5.60
18.73, 3.40
4.11, 3.02
8.36, 5.75
7.23, 5.24
20.84, 3.72
12.34, 5.57
10.59, 5.42
17.67, 4.83
0.58073117
0.86930298
0.85655931
0.84842607
0.85172691
0.83773023
0.78556754
Note. Maximum score = 24. Standard deviations in italics. KR21 = Kuder Richardson 21.
the higher level learners. A MANOVA revealed an overall significant difference between the two tasks (F(7, 54) = 3.45, p < 0.01). Table 4 shows
that the participants who completed the cloze task outperformed those
who completed the reading task on all of the tests. The cloze group had
significantly higher scores on the tests measuring productive collocation
(F(1, 61) = 4.29, p < 0.05), productive collocation with strict scoring
(F(1, 61) = 7.19, p < 0.01), receptive collocation (F(1, 61) = 8.88, p < 0.01),
productive meaning (F(1, 61) = 5.42, p < 0.05), and productive meaning
with strict scoring (F(1, 61) = 7.24, p < 0.01). There were no significant
differences between the groups on the pretest (F(1, 61) = 2.14, p = 0.148) or
on the test measuring receptive knowledge of meaning (F(1, 61) = 0.394,
p = 0.533).
Table 5 presents the results for the lower level students on the dependent measures. Two repeated measures ANOVAs revealed that both the
reading group (F(1, 25) = 647.07, p < 0.001) and the cloze group
(F(1, 28) = 528.66, p < 0.001) had significantly higher scores on the posttest measuring receptive knowledge of collocation than on the pretest,
TABLE 4
Means and Standard Deviations for the Higher Level Learners
Learning condition
Tests
Reading (n = 30)
Cloze task (n = 32)
Receptive collocation pretest
Productive collocation
Productive collocation (strict scoring)
Receptive collocation
Productive meaning
Productive meaning (strict scoring)
Receptive meaning
4.83, 2.26
6.87, 4.42
5.10, 3.76
18.43, 4.72
11.20, 5.82
9.20, 5.09
19.03, 3.57
5.66, 2.16
9.47*, 5.38
8.19**, 5.15
21.59**, 3.58
14.44*, 5.13
12.63**, 4.94
19.59, 3.46
Note. Maximum score = 24. Standard deviations in italics.
* Significantly higher score (p < 0.05). ** Significantly higher score (p < 0.01).
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TABLE 5
Means and Standard Deviations for the Lower Level Learners
Learning condition
Tests
Reading (n = 26)
Cloze task (n = 29)
Receptive collocation pretest
Productive collocation
Productive collocation (strict scoring)
Receptive collocation
Productive meaning
Productive meaning (strict scoring)
Receptive meaning
3.58, 2.73
11.54**, 6.26
9.58*, 6.10
21.15, 3.62
14.77**, 5.47
12.69**, 8.34
18.38*, 3.24
2.41, 2.95
7.14, 5.99
6.17, 5.22
20.00, 3.75
10.03, 5.19
8.34, 5.10
15.55, 5.28
Note. Maximum score = 24. Standard deviations in italics. * Significantly higher score (p < 0.05).
** Significantly higher score (p < 0.01).
indicating that the learning conditions were effective for the lower level
learners. A MANOVA revealed an overall significant difference between
the two tasks (F(7, 47) = 2.57, p < 0.05). In contrast to the results for the
higher level learners, Table 5 shows that the lower level learners who had
completed the reading task had higher scores on all of the tests. The
reading group had significantly higher scores on the tests measuring productive collocation (F(1, 54) = 7.09, p < 0.01), productive collocation with
strict scoring (F(1, 54) = 4.98, p < 0.05), productive meaning (F(1, 54) =
10.85, p < 0.01), productive meaning with strict scoring (F(1, 54) = 8.96,
p < 0.01), and receptive meaning (F(1, 54) = 5.60, p < 0.05). There were
no significant differences between the groups on the pretest (F(1, 54) =
2.29, p = 0.136) or on the test measuring receptive knowledge of collocation (F(1, 54) = 1.34, p = 0.252). All statistical analyses were performed
using the SPSS v10.1 package (SPSS, 2000).
DISCUSSION
The results of the current study indicate that both tasks—reading three
glossed sentences and completing a cloze exercise—were very effective
methods of learning collocation. The experimental design expanded on
earlier methodologies, measuring both receptive and productive gains in
knowledge of collocation and meaning, and measuring productive gains
at two levels of sensitivity, allowing a more accurate assessment of the
tasks. Mean scores on the test measuring receptive knowledge of collocation increased from 4.25 on the pretest for the reading group to 19.7 on
the posttest. The cloze group made similar gains, scoring 4.11 on the pretest and 20.84 on the posttest. Combined, the results show that the groups
were able to increase their receptive knowledge of the target collocations
from 17% to 85%. On the productive knowledge of collocation test,
learners in the reading group were able to demonstrate that they knew
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
67
38% of the collocations in the sensitive scoring system and 30% when the
responses had to be spelled correctly. The cloze group had similar scores
of 35% in the sensitive scoring system and 30% in the strict scoring system on the productive test of collocation. Although the scores on the
productive tests were lower than those on the receptive tests, the findings
are supported by earlier research which has repeatedly shown that receptive knowledge of meaning is easier to gain than productive knowledge of
meaning (Morgan & Oberdeck, 1930; Stoddard, 1929; Waring, 1997a,
1997b; Webb, 2005).
When learners were grouped according to level, significant gains were
found for both groups at each level. The lower level reading group knew
15% of the collocations on the pretest and 88% on the receptive knowledge of collocation posttest. Similarly, the lower level cloze group knew
10% of the collocations on the pretest and 83% on the posttest. The
higher level reading group demonstrated knowledge of 20% of the collocations on the pretest and 77% on the receptive collocation posttest,
and the higher level cloze group demonstrated knowledge of 24% of the
collocations on the pretest and 90% on the posttest. The findings indicate that the tasks may be effective for gaining knowledge of collocation
for learners at varying levels.
Overall, the scores on the tests measuring collocation indicate that
reading glossed sentences and completing a cloze task may both be effective and efficient methods of learning collocation. The results support
previous studies which showed significant gains in knowledge of collocation through explicit teaching with online practice units and concordancers (Chan & Liou, 2005; Sun & Wang, 2003) and indicate that gains
through explicit teaching may be similar for both CALL and regular
classroom settings. Because it appeared from the large percentage of
incorrect responses on the pretest that most of the participants were
guessing when they did not know an answer rather than selecting the
I don’t know response, it is likely that gains may have actually been larger
than were found in this study. In fact, it may also have been possible to
increase the effects of the tasks by using target collocations without
semantic and phonological relationships (Higa, 1963). In their study,
Chan and Liou (2005) found significant differences in learning between
four different types of verb–noun collocations. In the current study, the
similarity between the collocations remember time, tell time, and buy time, as
well as see light and throw light, may have reduced the size of learning
gains.
Another purpose of this study was to investigate the relative effectiveness of the reading and cloze tasks. Earlier vocabulary acquisition studies
have found that productive learning of word pairs tends to be more effective than receptive learning of word pairs at increasing productive knowledge of meaning, and the receptive task is more effective than the
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productive task at contributing to receptive knowledge of meaning
(Griffin & Harley, 1996; Stoddard, 1929; Waring, 1997b). The results of
the current study, however, indicate that there was little difference
between the effects of the receptive and productive tasks on knowledge
of collocation and meaning. Though the two tasks contributed to large
gains in knowledge, the mean scores were surprisingly similar, with no
significant differences found between the tasks on any of the tests.2
One reason for this result may be that the productive task was not very
difficult. Perhaps a more demanding cloze task or a sentence production
task would have contributed to greater gains in productive knowledge.
When the participants were grouped according to level, however, the
results were quite different. With the higher level learners, the cloze
group had significantly higher scores on all of the posttests except for
receptive knowledge of meaning. Conversely, with the lower level learners, the reading group had significantly higher scores on all of the posttests, except for receptive knowledge of collocation.
There may be three reasons for the difference in results between the
two levels. First, the increased demands of the cloze task may not have
caused any difficulty for the higher level learners but may have affected
gains made by the lower level learners. The treatments were identical
except that the learners who completed the cloze task had to differentiate
between pairs of collocations and then write them into the appropriate
sentences. The increased learning burden of the cloze task may have
reduced the time in which the lower level learners in the cloze group
could focus on the collocations in comparison with the lower level reading group. Second, the increased focus on form and meaning in the cloze
task may have contributed to increased learning for the higher level learners in comparison with the higher level reading group. It might be
expected that the focus in the productive treatment on L2 form would
result in higher scores on the productive tests. For the lower level learners
in the productive treatment, the increased learning burden of the cloze
task may have, in turn, decreased the amount of time they could focus on
L2 form in comparison with those in the receptive treatment. Third, the
contrast in results between the higher and lower level learners may have
resulted from how the reading groups approached their task. Although
the instructions simply asked the reading group to try to understand the
collocations and the sentences in which they appeared, many of the higher
level learners wrote out translations of the sentences. This strategy may
have increased the time taken to complete the reading task and decreased
the time the higher level learners could focus on the collocations.
2
One reviewer suggests that the provision of the L2 forms of the target collocations on the
answer sheet may have increased the potential gains in receptive knowledge for the productive group.
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
69
In contrast, none of the lower level learners used this strategy, perhaps
because they did not have the ability to do so. Because the productive task
tended to take longer than the receptive task, the lower level learners in
the reading group may have been able to focus longer on each collocation
than the higher level learners in the group. Earlier research investigating
receptive and productive learning supports this finding. Webb (2005)
found that the amount of time spent on the tasks may determine whether
receptive or productive tasks are more effective. The contrast in findings
between the two groups suggests that more research investigating the
effects of receptive and productive learning is warranted. Examining the
different approaches that learners of varying levels take toward completing a task may be a useful follow-up to this study.
A third purpose of this study was to investigate the relationship between
collocation and meaning. Because the productive tests had a similar format and were unlikely to be affected by any of the previous tests, they
should have provided a valid comparison between the two aspects of
knowledge. The receptive tests, however, would not offer an accurate comparison because of the difference in format on the two tests. Mean scores
on the productive tests were slightly higher for both groups on the test of
meaning than on the test of collocation. Using the sensitive scoring system, the mean scores on the productive tests of meaning and collocation
were 12.59 (52%) and 8.68 (36%), respectively, for all of the learners combined, 12.87 (54%) and 8.21 (34%) for all of the higher level learners,
and 12.27 (51%) and 9.22 (38%) for the lower level learners. The learners
might have scored higher on the test of meaning because for several of
the collocations, such as blow nose, give example, tell time, and remember time,
the words in the collocations were likely to be known, and there is a high
degree of overlap in L1 meaning and L2 form for those collocations.
Conversely, the cues for the node words on the productive collocation test
were not nearly as beneficial because each node word could be paired
with a large number of collocates. If the productive test of meaning was
slightly easier than the productive test of collocation, the results may indicate that knowledge of collocation can be acquired at a rate similar to that
of meaning. Moreover, the findings suggest that tasks which focus on collocation as well as meaning may be effective. The amount of learning may
be dependent, however, on the tasks. Incidental tasks are likely to contribute to much smaller gains in both aspects of knowledge, with the size of
the gains related to the clarity of the meaning in the context, the degree
of overlap in L1 meaning and L2 form, and the number and frequency of
encounters. Further research investigating the effects of learning collocation in different types of tasks may help to clarify the relationship between
meaning and collocation. One question that still needs to be investigated
is whether tasks which focus on multiple aspects of knowledge reduce the
size of gains. For example, would a reading activity that focuses on
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meaning lead to greater gains in knowledge of meaning than a reading
activity that focuses on meaning and collocation?
Teaching Implications
The current study has shown that commonly used tasks for teaching individual words, such as glossed sentences and cloze tasks, can easily be altered
to effectively teach collocation as well as meaning. In the ESL context, it
may be enough to make learners aware of the importance of learning collocation, and to teach them to notice words that regularly appear together
in context. This method may, in turn, lead to incidental gains. However, in
an EFL context, in which incidental gains tend to be relatively small, it may
be useful for teachers to not only make their learners aware of collocation,
but also to teach it. The results of this study indicate that collocation can be
effectively taught in a relatively short period of time. For teachers, perhaps
the most important task may be to determine which collocations need to be
taught, which is likely to vary from program to program.
The current study investigated learning unknown collocations of
known words. Teachers may find that this is an effective way of making
learners more aware that vocabulary learning is more than simply learning knowledge of meaning. Nation’s (2001) framework of vocabulary
knowledge shows how much is involved in knowing a word. Teaching collocations for known words may be a useful method of strengthening
knowledge of meaning for previously taught vocabulary, as well as increasing the depth of knowledge for those words.
The results also indicate that teaching 24 collocations for 24 different
known words may be a manageable number of collocations for students
to learn in a short period of time. The learners in this study were able to
gain receptive knowledge of almost all of the collocations but could only
demonstrate productive knowledge of collocation for about 40% of the
target words. Teachers may wish to increase the demands of the productive task in order to help develop greater productive knowledge. More
demanding cloze tasks or sentence production tasks may contribute to
greater productive learning. However, learners are also more likely to
spend more time on more demanding tasks.
Limitations
It should be noted that varying the time spent on the tasks may have
influenced the findings. Webb (2005) found that when learners were
given only as much time as they needed to complete receptive and productive tasks, the productive task (which took longer) was more effective.
THE EFFECTS OF VOCABULARY LEARNING ON COLLOCATION AND MEANING
71
However, when the time spent on the tasks was the same, the receptive
treatment was more effective.
A second limitation is that pretests measuring productive knowledge
were not administered. It is very difficult to ascertain on productive pretests whether the participants do, in fact, have knowledge of the target
responses if they have answered incorrectly because most productive tests
allow for the possibility of answering correctly with responses which are
semantically related to the target words. For example, for the collocation
remember time, on both of the productive tests the response remember day
would be incorrect, despite the fact that day is a collocate of remember and
remember day is very close in meaning to remember time. In posttests, this
problem can be solved by instructing the participants to provide responses
that were learned in the treatment. It may also be useful for future studies
to use deeper measures such as sentence production tests to determine
the extent of productive gains.
A third limitation is that delayed tests were not given in this study.
Because the participants were in an EFL situation and were unlikely to
encounter the collocations often, the rate of decay was likely to follow
that of previous studies (see, e.g., Waring & Takaki, 2003). Measuring the
changes in gains over time is likely to be more useful in an ESL setting
where learners are likely to have a greater amount of input and the rate
of decay may fluctuate.
CONCLUSION
The current study examined the effects of receptive and productive
tasks on learning collocation and meaning. Participants in the receptive
group encountered target collocations in three glossed sentences, and
participants in the productive group completed a cloze task in which they
had to fill in the target collocations in blanks using the same sentences
read by the receptive group. The results showed that learners in both
groups were able to gain receptive knowledge of collocation and meaning
for approximately 18 of the 24 target collocations and productive knowledge of collocation for approximately 8 of the collocations and productive knowledge of meaning for approximately 12 of the collocations. If the
productive tests were scored for correct spelling, the percentage of correct responses decreased by about 10% for both aspects of knowledge.
Overall, there was no statistical difference between the two tasks on any of
the tests. However, when the learners were grouped according to level,
more advanced learners who completed the cloze task outperformed
those who completed the reading task on all of the tests except on the
receptive knowledge of meaning test. Conversely, lower level learners who
completed the reading task had significantly higher scores on all of the
posttests except on the measure of receptive knowledge of collocation.
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The results indicate that both receptive and productive tasks may be
effective for gaining knowledge of collocation and meaning. The findings also showed that knowledge of meaning and collocation may be
learned at a similar rate in intentional tasks, which suggests that teachers
and learners who want to increase depth of knowledge should focus on
more than one aspect of vocabulary knowledge. Because there are very
few studies examining learning collocation, further research investigating the effects of other vocabulary learning tasks would be a useful followup to this study.
ACKNOWLEDGMENTS
We would like to thank the three anonymous reviewers for their helpful comments.
THE AUTHORS
Stuart Webb is a lecturer in the School of Linguistics and Applied Language
Studies at Victoria University of Wellington, Wellington, New Zealand. His
research interests include vocabulary acquisition, testing, and extensive reading
and listening.
Eve Kagimoto is a lecturer at the Institute of Foreign Language Education at Kurume
University, Kurume, Japan. Her research interests include vocabulary acquisition and
psycholinguistics.
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APPENDIX
sit exams =
I have to sit the university entrance exams next year.
In four weeks he would sit the next exams, those in law.
Some children may sit entrance exams to private schools at 11.
raise questions =
The results will also raise questions about newer drugs.
These developments raise two important questions.
Books like these will raise questions in the student’s mind.
pull strings =
Tony is sure he can pull a few strings and get you in.
Do you want me to pull a few strings for you?
I might be able to pull a few strings; you come back here and see me.
ensure safety =
We will do all we can to ensure the safety of the players.
Every effort was being made to ensure the safety of the public.
China says it needs more tests to ensure the safety of its nuclear devices.
lose touch =
A lot of famous people lose touch with their old friends.
Mick does not want to lose touch with his children.
We mustn’t lose touch with our family.
meet demand =
This is the only way the club can meet the demand for tickets from supporters.
Railways were built to meet a clear demand to move people.
This will allow us to meet the public’s demand for manufactured goods.
grant wish =
It may be too late to grant Larry’s wish in time.
I’d happily grant him his wish.
I’m looking for someone who’ll grant my wish.
launch attacks =
Turkey might be used as a base from which to launch attacks on Iraq.
We must make sure we win the ball and then launch our own attacks.
From the islands, we will launch the land attacks.
cut corners =
The companies will cut corners in order to make money.
We try to find a way to cut corners on whatever examinations we have.
People at the top don’t cut corners.
shoot film =
I would go 300 kilometers to shoot the film then I would leave there.
I hoped that he would agree to shoot the film.
I never went on location to shoot a film.
draw blood =
I’m going to draw a blood sample from Mr. Smith.
The doctor also had to draw some blood from the affected area.
He won’t let you draw his blood without asking first.
develop strategies =
These sections help students to develop effective examination strategies.
We want to give each company the opportunity to develop strategies for new product
development.
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The industry should develop strategies to deal with major problems.
touch wood =
I’m 54 and I’m in good health, touch wood.
Touch wood, everything is fine with him right now.
My health has always been good, touch wood, but as a child I was sometimes sick.
throw light =
There are good books that throw light on these questions.
The person who could throw light on the mystery is here tonight.
Today’s news might throw light on the subject.
buy time =
He is probably trying to buy time to improve his relationship with the others.
The man tried to buy himself more time by making a boat.
Going to America would buy him the time he needed to fix the problems.
see light =
She could see the light and knew that her dreams would not come true.
There is a small chance he will see the light and marry you.
Mother made him see the light.
spread word =
All she did was help to spread the word about us to millions of people.
Please help us spread the word by giving copies of these papers to your friends.
The government acted quickly and spread the word about what he had done.
stay course =
We will stay the course and we will succeed.
If you stay the course and complete high school, your parents will be very happy.
How can you tell people to stay the course when you don’t look like you are trying.
give example =
Name and give an example of four types of popular dance steps.
To give an example of the kind of things that he said would not be right.
Please give an example of a French red wine.
read thoughts =
Though I could not read her thoughts, it seemed to me that she was happy that I was here.
Larry must have read her thoughts, because he looked worried.
I could read her thoughts as I knew she could mine, so I said nothing and took her hand.
blow nose =
Go and get a handkerchief and blow your nose.
She stopped to dry her eyes and blow her nose.
I am not able to blow my nose because I cannot use my hands.
remember time =
I can’t remember a time when children in America could play safely in the streets.
I remember one time when she didn’t say anything to me for more than a week.
He could remember the time when he went to the store without any money.
run risk =
I’ll do it and run the risk that they will throw me in prison.
The family had run the risk of losing their home.
It does seem to me that we really do run the risk of getting in trouble.
tell time =
Susan was surprised that the boy could tell the time from the old watch.
My four-year old daughter cannot tell the time with this clock.
This clock can teach your child to tell the time in just fifteen minutes.
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77