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    Determination of Focused Versus

    Divided Attention on Word Recall and

    Its Relation to Broadbents FilterTheory Using Mixed Modalities to

    Garner Attention

    Alan Cummins Student No: 1165236 Course: PSY283 Lecturer: Dr. Garry Prentice

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    Abstract

    This experiment seeks to determine the effect of focused versus divided attention on

    the recall of words. Words are presented in auditory or auditory and visual form and

    randomly played in either left or right ear. Twenty-two participants took part and a control

    group was sued to determine how divided attention differs from focused attention. The

    experimental group was then compared inter and intra-group, in a between subjects group

    design, to highlight how the theories of selective attention, predominantly Broadbents Filter

    attenuation model are applicable to attention. The dependent variable is the number of words

    recalled in each ear. The independent variables are that of the differing randomly chosen

    groups who were provided with words in a fashion in comparison with those who were

    provided with the words in a mixture of visual and auditory stimuli. It was found that mixed

    modality stimuli aid in the focused attention and recall of words over and above a single

    stimulus, such as audio in this experiment. Broadbents theory of a filter attenuation model

    was found to be lacking in relation to the experimental results found however. Even with

    focused attention on a single ear, information from the unattended ear was still processed at

    some level.

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    Contents

    Abstract ..................................................................................................................................... 2

    Introduction ............................................................................................................................... 4

    Method....................................................................................................................................... 6

    Results ....................................................................................................................................... 9

    Discussion ............................................................................................................................... 13

    References ............................................................................................................................... 16

    Appendix A Word List ......................................................................................................... 17

    Appendix B Complete SPSS Anaylsis Output ..................................................................... 18

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    Introduction

    Attention can be split into study of two different but related areas of experimentation.

    Focused attention is studied by presented participants with two or more stimuli and

    instructing them to respond to only one as in Cherry (1953) whereas divided attention is

    studied by presenting two or more stimuli and requesting participants to attend to all stimuli,

    such as detailed by Norman and Shallice (1986). However Hampson (1989) has suggested

    that factors such as presenting stimuli in different modalities that can aid focused attention

    also can aid selective attention as well. There are several theories of selective attention which

    are based on trying to shadow information in a selective manner. The information processed

    at some point must hit a bottleneck or filter at which point it is no longer shadowed and

    attention is given fully the requested stimuli. The main theories are that of Broadbents Filter

    model (1958), Triesmans Attenuator model (1964) and the Pertinence model of Deutsch and

    Deutsch (1963) which each moving this filter further back in processing. This experiment

    focuses on Broadbents Filter theory which proposes that the bottleneck occurs very early in

    processing and is based on the physical properties of the stimuli e.g. speakers tone, words,

    volume, brightness, intensity and novelty. This experiment will test Broadbents assertion that

    no processing will be given to an unattended ear by trying to force the user to give full

    attention to the ear in which visual and auditory words are presented. The experiment uses

    cross-modal stimuli to determine how this concept of a filter of attention can be extended out

    to cover attention receptors in relation to each other as opposed to Broadbents original

    experiment which focused on the aural modality only. Driver and Spence (1998) have already

    carried out work on determining how different modalities can positively and negatively affect

    attention.

    The hypotheses under investigation in relation to accurate word recall and the effect

    of focused versus divided attention for these experiments are stated as such:

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    Alternate Hypothesis: There will be a significant difference in the number of correctly

    recalled words from the right ear when comparing the two groups, the audio-visual group and

    the audio-only group. Specifically there will be a positive increase in the number of words

    correctly recalled in the right ear of the audio-visual group as they have been given focused

    attention as compared to the divided attention given by the audio-only group.

    Alternate hypothesis: There will be a significant positive difference in the number of correctly

    recalled words in the right ear as compared to the left ear in the audio-visual group.

    Furthermore, in focusing on the experimental group it can be stated in support of Broadbents

    Filter Attenuation Theory that there is a zero correct recall of words from the left ear as

    compared to the right ear.

    In relation to divided attention a further hypothesis is:

    Alternate Hypothesis: There will be no significant difference between the number of correctly

    recalled words for the right and left ear for the control group of audio-only presentation. That

    is attention should be evenly split between both ears.

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    Method

    Materials

    The Materials used for the experiment were as follows:

    Windows Computer: Used to display and play each word, one per participant.

    PowerPoint Software: To display and playback audio.

    Recall Sheets: One for each participant.

    Instruction-set: One for each participant.

    Pens: Provided for marking on the Recall sheets.

    Chairs: Each participant had a chair made available to them.

    Software lab: In which each of the groups could perform the experiment.

    Stop-watch: To time both the period of time words were displayed and the recall

    period allowed.

    Headphones: One set for each participant.

    Poker chips: For group allocation.

    Participants

    The Total Sample Size was twenty-two Psychology students from Dublin Business

    School (n=22). There were two groups corresponding to the audio and visual focused

    attention and the audio only divided attention stimuli. The audio and visual group comprised

    of 12 students. The audio only group comprised 10 students. The participants for each group

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    were randomly chosen by each drawing from a bag of poker chips which corresponded to one

    of the two possible groups.

    Design

    The design method used for this experiment was a Between Subject Groups design.

    This consisted of two groups, containing randomly assigned participants, taking part in an

    attention experiment. The control group consisted of those that would only hear words in

    either ear while the experimental group consisted of those who would randomly hear words in

    both ears but who would also see words displayed on screen while they were being played in

    their right ear. The dependent variable was that of the number of words recalled in each ear.

    The independent variable was that of the groups who could hear the provided words versus

    those that could both randomly hear and see words.

    Procedure

    1. Participants were randomly allocated to the two required groups by choosing from

    concealed poker chips in a bag.

    2. Each group was told to await their allotted time to carry out the experiment.

    3. The control group, which would only hear words randomly played in their left and

    right ear, went first. The experimental group carried out the experiment afterwards.

    4. Each participant was instructed to seat themselves in front of individual computers.

    5. Each participant was given a recall sheet and instructed not to write anything on these

    sheets or any other paper until instructed to do so.

    6. Each participant was provided with a pen as required.

    7. Each participant was given a headphone set and requested to check that they could

    hear audio.

    8. The instructions were then read aloud for the participants as follows: Pay attention to

    the words presented in audio and visual format, depending on the group you have

    been randomly assigned to, as you will be asked to recall words at the end. There

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    shall be a 3 second pause between words and once all words have been presented you

    will be given 2 minutes to recall as many words as possible. The words will be

    displayed on the screen in white on a black background. There are thirty words in

    total with fifteen presented in random fashion to each ear.

    9. Once all the words had been presented the participants were indicated to begin recall

    of the words and enter them on to the recall sheet.

    10.After two minutes the participants were asked to stop writing and the recall sheets

    were collected.

    11.The participants were thanked for their participation and briefly told that the

    experiment was undertaken to test attention.

    12.They were instructed to not discuss the experiment, procedures and instructions with

    any of the participants from the other group.

    13.Once all groups had carried out the experiment, all recall sheets were collated and the

    results entered into SPSS.

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    Results

    The following are the results and analysis of such.

    Figure 3 reports the mean number of words correctly recalled from both right and left

    ear as split by the audio-only versus audio and visual word presentation groups.

    Comparing the average number of correctly recalled words in the right ear for the

    audio and visual experimental group as against the right ear in the audio-only control group:

    AVG Right Ear Mean Recall = 2.58, std Dev = 1.165

    AG Right Ear Mean Recall = 1.50, std Dev = 1.269

    This indicates that there was a large difference between the two groups with regard to correct

    recall of words from the right ear. It should be noted that there is a higher standard deviation

    for the AG indicating a greater spread of recall results.

    Comparing the average number of correctly recalled words in the left ear for the

    audio and visual experimental group as against the left ear in the audio-only control group:

    AVG Left Ear Mean Recall = 2.5, std Dev = 1.624

    AG Left Ear Mean Recall = 2.6, std Dev = 1.713

    This indicates that there was little difference between the two groups with regard to correct

    recall of words from the left ear.

    Comparing the average number of correctly recalled words in the left and right ear of

    the audio-only group the following is noted:

    AG Left Ear Mean Recall = 2.6, std. Dev = 1.713

    AG Right Ear Mean Recall =1.5, std. Dev 1.269

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    This is an anomaly as it is expected that both ears would be attended to equally.

    Comparing the number of correctly recalled words in the right ear to the left ear for

    the audio-visual group it was found:

    AVG Right Ear Mean Recall = 2.58, std. Dev = 1.165

    AVG Left Ear Mean Recall = 2.5, std. Dev = 1.624

    This appears to suggest that there was little difference in the recall of words that were given

    extra emphasis, namely those in the right ear, which had a visual cue provided as well as a

    audio cue, as compared to those in the left ear.

    FIGURE 1 - BAR GRAPH OF RECALL OF WORDS ACCORDING TO RIGHT AND LEFT EARS FOR AUDIO AND

    VISUAL FOCUSED ATTENTION

    Figure 1 indicates that there were a fairly even number of correctly recalled words for

    the audio-visual group across both ears. However, it should be noted that participants 10 and

    11 could not recall any words from their left ear which indicates that they paid full and

    undivided attention to their right ear and right visuals.

    0 2 4 6

    123456789

    101112

    No. Words Recalled

    ParticipantNo.

    Recall of Words According to Right

    and Left Ears for Audio and Visual

    Focused Attention Group

    Words Recalled Left Ear

    Words Recalled Right Ear

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    FIGURE 2 - RECALL OF WORDS ACCORDING TO RIGHT AND LEFT EARS FOR THE AUDIO ONLY DIVIDED

    ATTENTION GROUP

    Figure 2 indicates that there were in general a higher number of words recalled from

    the left ear as opposed to the right ear for the audio-only control group. It was expected that

    there would be a parity of correctly recalled words in each ear but the left ear seems to be

    have given a greater emphasis.

    A Paired Sample t-test was carried out as in Figure 5 reporting:

    t(11) = 0.127, P > 0.05, 2-tailed

    This is a comparison of the right and left ears for correct word recall for the experimental

    group of audio and visual presentation of words.

    A one-tailed directional result is required:

    t(11) = 0.127, P > 0.05, 1-tailed with significance of 0.4505

    Both results indicate that there is no significant difference between left and right ears for word

    recall for the audio-visual group.

    0 2 4 6 8

    123456789

    10

    No. Words Recalled

    ParticipantNo.

    Recall of Words According to Right and

    Left Ears for the Audio Only Divided

    Attention Group

    Words Recalled Left Ear

    Words Recalled Right Ear

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    Similarly a comparison was made of the right and left ears for correct word recall for the

    control group of audio-only presentation of words, which indicated there was no significant

    difference.

    t(9) = -2.283, P > 0.05, 2-tailed

    A one-sample t-test was carried out as in Figure 7 reporting:

    t(11) = 7.685, P < 0.01, 1-tailed

    This is a comparison of recalled words from the right ear in the control group as compared to

    the right ear in the experimental group. This indicates that there is a significant difference.

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    Discussion

    It was found that in relation to the alternate hypothesis that there is a significant

    positive difference between word recall in the right ear in the audio-visual group as compared

    to the audio group experimental evidence leads us to accept this hypothesis. However in

    relation to the hypothesis that there should be a significant positive difference in the right ear

    versus the left ear for the audio-visual group it was found that we cannot reject the null

    hypothesis. That is counter to what Broadbent suggests, that essentially no words should be

    attended to in the unattended ear. It suggests a model of attention closer to that of Treismans

    Attenuator model where all messages are attended to but given less processing. In order to

    clarify and validate this statement the experiment would need modification and enhancement

    to determine the level of processing given to each ear. As the experiment stands the task of

    word recall makes it difficult to determine if the right ear picked up more information than the

    left ear. All that can be currently said is that information was picked up in both focused and

    unfocused ear. The experimental findings in relation to the control group and the final

    hypothesis that there should be no significant difference between the number of correctly

    recalled words in the left and right ear when pure divided attention is given can be accepted.

    This lends itself to the Pertinence model where all signals are processed and passed onwards.

    The experiment indicates that there is a difference in the level of recall when mixed

    modality stimuli are used and further investigation should be carried out to extend this to

    more comprehensive and complex tasks both in terms on complexity of audio words heard

    and that of visual tasks. Also it may be of interest to switch the tasks to be carried out. There

    may be benefit in determining if visual scanning and recall of a scene can be aided or

    hampered by the dual task of listening to words or music.

    The experiment is flawed in terms of the choice of words used. Looking at Appendix

    A Word List there is a mixture of simple and complex words in use. Specifically the words

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    vary in the number of syllables in each. It is not clear if the complexity of the words had an

    effect on the experiment results if assuming simpler words are easier to attend and recall to.

    The experiment could be modified in two ways, namely reduce all words to one syllable

    words or vary the complexity of words greatly to see if either has an effect.

    The experiment relies on the participant remaining focused on the audio and the

    visual components. There was no experiment measure setup to measure and quantify this

    focused attention. The audio across different participants could have varied giving varying

    results in recall. Similarly the attention paid to the screen by each participant could have

    varied greatly. This could be alleviated by having all participants listen to a fixed volume

    source of auditory information. Calibration of the computer system and headphones in use

    would be required. Attention on the screen could be measured by means of eye-tracking or

    gaze detection software and taken into consideration of the measure of attention paid.

    Focused attention on the screen could also be improved by placing the participant into an

    enclosed darkened space from which they could only see the screen and no other distractions.

    The sound quality of the word samples played was poor and may have had an effect

    on the accurate recall of words also. Ambient noise and visual distraction was not consistent

    across experiments for each group. To counter-act this further experimentation should be

    carried out to reign in any deviation from a standard experience for all participants.

    As the participants were all psychology students they were aware of the goal of the

    experiment and may have been biased to pay more attention to the unattended ear than

    normal. The experiment should be carried out with a random sample from the general

    population to see if results differ.

    The modalities in use could be increased to include touch, taste, smell to determine if

    and how attention can be focused or divided dependent on the stimuli in use. The visual

    stimulus could also be increased to not only incorporate words but images which are related

    and unrelated to the words presented to investigate if the results obtained would significantly

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    differ.

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    References

    Broadbent, D.E. (1958). Perception and communication. Oxford: Pergamon.

    Cherry, E.C. (1953). Some experiments on the recognition of speech with one and two ears.

    Journal of the Acoustical Society of America, 25, 975-979.

    Deutsch, J.A., & Deutsch, D. (1963). Attention: Some theoretical considerations.

    Psychological Review, 93, 283-321.

    Driver, J., & Spence, C. (1998). Attention and the crossmodal construction of space. Trends

    in Cognitive Sciences, 2, 254-262.

    Hampson, P.J. (1989). Aspects of attention and cognitive science. The Irish Journal of

    Psychology, 10, 261-275.

    Norman, D.A., & Shallice, T. (1986). Attention to action: Willed and automatic control of

    behavior. In R.J. Davidson, G.E. Schwartz, & D. Shapiro (Eds.), The design of

    everyday things. New York: Doubleday.

    Treisman, A.M. (1964). Verbal cues, language, and meaning in selective attention.American

    Journal of Psychology, 77, 206-219.

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    Appendix A Word List

    The following are the list of words that were presented in audio form and in the order they

    were played. Any word that has a bracketed visual tag was presented in visual form as well

    (dependent on the participant group).

    1. Override 2. Worker

    3. Substitute (Visual) 4. Local (Visual)

    5. Domestic (Visual) 6. Bath

    7. Extra (Visual) 8. Smile

    9. Premise 10.Window

    11.Completion (Visual) 12.Rating (Visual)

    13.Mileage 14.Literal

    15.Logo 16.Minority (Visual)

    17.Source (Visual) 18.Donation

    19.Point (Visual) 20.Urgency (Visual)

    21.Cluster (Visual) 22.Sequel

    23.International (Visual) 24.Opinion

    25.Gasoline (Visual) 26.Construction

    27.Democracy 28.Person

    29.Copper (Visual) 30.Association (Visual)

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    Appendix B Complete SPSS Anaylsis Output

    group Mean N Std. DeviationStd. Error

    Mean

    audio & visual Pair 1 Words recalledfrom right ear 2.58 12 1.165 .336

    Words recalledfrom left ear 2.50 12 1.624 .469

    audio only Pair 1 Words recalledfrom right ear 1.50 10 1.269 .401

    Words recalledfrom left ear 2.60 10 1.713 .542

    FIGURE 3 - PAIRED SAMPLE STATISTICS

    group N Correlation Sig.

    audio & visual Pair 1 Words recalled fromright ear & Wordsrecalled from left ear

    12 -.313 .323

    audio only Pair 1 Words recalled fromright ear & Wordsrecalled from left ear

    10 .511 .131

    FIGURE 4 - PAIRED SAMPLE CORRELATION

    group t df Sig. (2-tailed)

    Audio & visual Pair 1

    Words recalled fromright ear Wordsrecalled from left ear .127 11

    .901

    Audio only Pair 1

    Words recalled fromright ear Wordsrecalled from left ear -2.283 9 .048

    FIGURE 5 - PAIRED SAMPLES TEST

    group N Mean Std. DeviationStd. Error

    Mean

    audio & visual Words recalledfrom right ear 12 2.58 1.165 .336

    audio only Words recalledfrom right ear 10 1.50 1.269 .401

    FIGURE 6 - ONE SAMPLE STATISTICS

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    Test Value = 0

    t df Sig. (2-tailed)Mean

    Difference95% Confidence Interval

    of the Difference

    Lower Upper

    Words recalledfrom right ear 7.685 11 .000 2.583 1.84 3.32

    FIGURE 7 - ONE-SAMPLE TEST

    Words recalledfrom right ear

    Wordsrecalled from

    left ear

    group audio & visual 1 2 2

    2 2 13 3 3

    4 3 3

    5 4 2

    6 3 4

    7 2 4

    8 1 5

    9 1 2

    10 2 0

    11 5 0

    12 3 4Total N 12 12

    audio only 1 2 6

    2 3 2

    3 2 2

    4 1 4

    5 1 3

    6 0 1

    7 4 4

    8 0 0

    9 1 2

    10 1 2

    Total N 10 10

    Total N 22 22

    FIGURE 8 - CASE SUMMARIES