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the other hand, if a child with poor spelling

created Oct 19th 2022, 12:16 by Ashwini54


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letter selected. Word-prediction has provided a prosthetic tool for writing output for children with spelling difficulties, so that they can produce written
output along with their peers, even without the spelling skills usually required
to do so. However, the study of the effectiveness of word-prediction has produced a wide range of results in the literature (Tam, Reid, Naumann &
O'Keefe, 2002). Mixed results are attributed to differences in research metho dologies, study populations, computer access devices, word-prediction programmes, user characteristics (Tam et al., 2002), training interventions
(Horstmann & Levine, 1992) and the complex interaction between these
aspects of word-prediction research. It has been suggested that the conflicting
evidence provided by research may be more a function of the nature of
instruction and instructional feedback that accompanies the use of wordprediction, than a reflection of the efficacy of the technology itself (Williams,
2002). In addition, caution must also be applied in the use of the quantitative
data derived from able-bodied people in word-prediction models that attempt
to predict the performance of people with disabilities (Newell, Arnott & Waller,
1992) as different users adopt a wide range of strategies to cope with the
individual nature of their disabilities.
The specific characteristics or skills of the user impact very significantly
on the apparent efficacy of word-prediction use (Koester & Levine, 1998).
Factors such as the motor skills of the user, the visual-cognitive demands in
word-prediction use and even the motivation of the user to use it (MacArthur,
1999) have received attention in the literature. The use of word-prediction
requires an interaction between spelling and sight-reading skills. Although
many case studies have reported how word-prediction has aided spelling
difficulties, there is little evidence in the literature to attempt to investigate,
quantify or correlate the impact of specific spelling skills (or reading skills) on
the effectiveness, or lack thereof, of a word-prediction programme to facilitate
written work, especially rate enhancement or accuracy improvement.
It was the purpose of this research project to investigate the relationship
between the use of word-prediction and the ability to spell single words, as
well as the role that spelling competence has in a subject’s ability to use a
word-prediction programme.
Spelling-accuracy support through word completion
Word-prediction is a software programme which operates within a word processing programme during the typing process. As soon as a user begins to
type a new word, a word list menu is filled with possible words that match the
typed letter or letters. If the user selects one of the suggested words (thr1986) for
the idea that practice at spelling or producing words improves reading skills,
and that seeing the word (reading it) frequently improves the ability to spell
it. By using spelling and reading together in the interactive way required by word-prediction, both modalities benefit from each other, as the user is
constantly drawing on both his spelling and reading skills in his efforts to
produce words. In fact, there is support for a more integrated approach to the
teaching of writing and reading based on the strong association between the
two skills. Therefore, word-prediction can be seen not only as a prosthetic tool
for spelling difficulties, but also as a training aid (Newell, Arnott et al., 1992)
that is educationally valid. However, reading is a decoding process and
spelling is an encoding process (Allred, 1990) and although there is a high
correlation between the performance of individuals in reading and spelling
skills, discrepancies between reading and spelling skills may have an
important impact on the effectiveness of word-prediction. If a child’s reading
is weaker than his spelling, it may seriously limit the chances of wordprediction affecting a speed increase, or even a spelling accuracy increase. On
the other hand, if a child with poor spelling skills has stronger reading skills,
word-prediction could be expected to have a strong positive influence in
improving the child’s spelling speed and accuracy.
Speed enhancement through keystroke reduction
Word-prediction software offers a 50% theoretical reduction in keystrokes
(Anson, 1993). A keystroke is any mouse click or keyboard key event. The
average word length in the English language is approximately six characters
long but only two to four characters are required on average to type a word
with word-prediction software. Keystroke reduction would appear to suggest
a corresponding decrease in input time compared to the input time required
to type a word in full. However, this has proved not to be the case. Even with
an almost 50% reduction in keystrokes, typing with word-prediction often
requires as much time to write a message as it does to type the message
without word-prediction (Venkatagiri, 1993). The benefit in keystroke savings
is usually offset or even exceeded by the cost of making each selection.
Scanning the prediction list, eye-gaze shifts (between the keyboard, typing text
and prediction list), and the decision-making involved in word selection, can
be time consuming. The efficiency of any device-user interaction is measured
by two important indicators, namely, speed and accuracy of message generation, i.e. operational competence (Szeto, Allen & Littrell, 1993). Significant
gains in spelling accuracy would lose their value if there were significant
decreases in speed and increases in effort.
Improvements in the quantity of work completed were noted in case
studies where students made use of word-prediction (Klund & Novak, 1995;
MacArthur, 1999). This was explained more by a decrease in frustration and
fatigue, and an increase in motivation that may accompany greater success
at writing, than increased speed of typing.
The greater the presence of motor difficulties, the greater the positive
impact of word-prediction on word acceleration (MacArthur, 1999). If participants do not have motor difficulties, such as in the current study, one would not expect increases in speed of typing when making use of wordprediction software.
Additional spelling benefits resulting from word-prediction usage
There are other spelling-related benefits accredited to word-prediction, such
as helping students to correct errors as they occur, the language development
of children, an increase in vocabulary size, improvement in the students’ attitude to writing, improved confidence, independence in writing, increased
attention span, increased enjoyment in writing, better presentation of work,
improved motivation to write (primarily because of the neater, more readable
output the child is producing and the decreased effort required to do so) and
fatigue reduction prompted by effort reduction the cognitive effort in spelling words where there are spelling difficulties can be significant (Gillette &
H
A concern about the introduction of word-prediction where there are
spelling difficulties is that theitself may be difficult to learn and
manage, thus placing an additional burden on the writing process (Williams,
2002). No record in the literature has been found of subjects struggling to
learn how to use word-prediction. If a subject can use a word processor, does not appear a difficult concept to learn. In some studies it was
noted that only a brief introduction to the software and its features was required before the subjects could use the software (Newell, Booth et al., 1992;
Williams, 2002).
There is sufficient support in the literature to support the benefits of
ongoing instruction, and practice, which are considered paramount to the
successful usage of a word-prediction  Practice at word-prediction
appears to have a very significant impact, with users improving significantly
as they become familiar with using the & Nov

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