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EEG Biofeedback Training for Attention Deficit Disorder, Specific Learning Disabilities, and Associated Conduct Problems

Authors:
  • The EEG Institute, a dba of EEG Info
  • EEG Institute

Abstract and Figures

The efficacy of brain wave training and EEG biofeedback in the remediation of attentional deficits and specific learning disabilities is evaluated for a study population of fifteen school-age children in a clinical setting using psychological and academic testing. The Wechsler Intelligence Scale for Children--Revised (WISC-R) is used in combination with the Wide Range Achievement Test (WRAT), Peabody Picture Vocabulary Test (PPVT), the Tapping Subtest of the Harris Tests of Lateral Dominance, and the Benton Visual Retention Test (VRT). Behavioral changes are assessed by means of teacher and parental reporting. The training protocol is enhancement of EEG activity in the 15-18 Hz regime, with suppression of excessive activity in the 4-7 Hz and 22-30 Hz regions. Significant improvements in cognitive skills, academic performance, and behavior are found, and confirmed in follow-up. Average improvement in WISC-R full-scale IQ was 23 points. A preference for 15-18 Hz training versus 12-15 Hz training is indicated.
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EEG Biofeedback Training for Attention Deficit Disorder, Specific Learning
Disabilities, and Associated Conduct Problems
Siegfried Othmer, Susan F. Othmer, & Clifford S. Marks
ABSTRACT
The efficacy of brain wave training and EEG biofeedback in the remediation of
attentional deficits and specific learning disabilities is evaluated for a study population of
fifteen school-age children in a clinical setting using psychological and academic testing.
The Wechsler Intelligence Scale for Children--Revised (WISC-R) is used in combination
with the Wide Range Achievement Test (WRAT), Peabody Picture Vocabulary Test
(PPVT), the Tapping Subtest of the Harris Tests of Lateral Dominance, and the Benton
Visual Retention Test (VRT). Behavioral changes are assessed by means of teacher and
parental reporting. The training protocol is enhancement of EEG activity in the 15-18 Hz
regime, with suppression of excessive activity in the 4-7 Hz and 22-30 Hz regions.
Significant improvements in cognitive skills, academic performance, and behavior are
found, and confirmed in follow-up. Average improvement in WISC-R full-scale IQ was
23 points. A preference for 15-18 Hz training versus 12-15 Hz training is indicated.
INTRODUCTION
A number of studies evaluating EEG biofeedback for hyperactivity, attention deficit
disorder (ADD), and learning disabilities have already yielded evidence of improvement
in cognitive skills and academic performance. (Shouse, 1979; Lubar, 1984; Tansey,
1990). The focus initially was on remediation of hyperactivity in cases which were
responsive to stimulant medication, and hence were thought to be most obviously
traceable to cortical underarousal (Lubar, 1976). This work was grounded on earlier
success of EEG augmentation training in the 12-15 Hz region with epileptic seizures of
predominantly motor symptomatology (Sterman, 1972). Such augmentation training was
then combined with inhibition of excessive activity in the 4-7 Hz region (Sterman, 1974).
Viewing hyperactivity as motor disinhibition motivated use of the same protocol.
The 12-15 Hz region was identified by Sterman as associated with specific rhythmic
activity (referred to as sensorimotor rhythm, or SMR) which governs the setpoint, or the
poise, of the motor system (Sterman, 1982a). Subsequently, it was found that cases of
attention deficit disorder without hyperactivity (as defined in the DSM III) were also
responsive to the training, and that cognitive deficits associated with attentional deficits
could be effectively remediated with both 15-18 Hz training (Lubar, 1984) and with 12-
15 Hz training (Tansey, 1990). The more universal applicability of the technique meant
that a more generalized model was needed, and the efficacy of both 15-18 Hz and 12-15
Hz training also called into question any simple identification of the mechanism with the
SMR rhythm. No comparable rhythm has been identified in the 15-18 Hz regime, which
is referred to as "beta" in the following.
The present work is motivated by the need to confirm the previous studies, and to
quantify and particularize the benefits in terms of cognitive function and short-term
memory which may be attributable to the training. There were differences in protocol, in
electrode placement, in instrumentation, and in the role of the biofeedback therapist in the
prior studies. This variety in approach also calls for additional studies which may allow
discernment of the preferred protocol. Finally, there has been sufficient anecdotal
evidence of a more generalized efficacy of the present EEG training protocol, e.g. for
behavioral problems, that a more inclusive model may be required to explain all of the
findings.
The previous work supports the hypothesis that deficits in cortical activation and control
are observable in the statistics of cortical neuronal activity, as reflected in EEG spectral
density distributions and in time domain phenomena such as spikes, other characteristic
waveforms, and paroxysmal activity. It is therefore proposed that EEG biofeedback
training in general, and beta and SMR training in particular, may effect cortical
regulation in a very broad sense when it is used to train the EEG toward more state-
appropriate frequency distributions. This is accomplished by impacting on those
mechanisms, originating in the reticular formation of the brain stem and mediated by the
thalamus and the hypothalamus, which govern states of arousal and level of
consciousness, including cortical activation. The mode of generating SMR or other
rhythmic brain wave activity via the stimulation of a thalamic gating mechanism was first
described by Sterman (1982).
Specifically, the presence of high-amplitude, low-frequency activity is inappropriate for a
state of attentive arousal under which the training takes place. Similarly, low amplitude in
the beta region appears to be associated with cortical underarousal (Lubar, 1989).
Obversely, excessive high frequency activity may be observed in children showing
anxiety symptoms (our own observation). Such waveforms yield high amplitude in the
upper beta band of 22-30 Hz. The training protocol, in terms of reward and inhibit bands,
follows directly from these observations. Extraneous factors impinge as well: head and
neck muscle activity intrudes into the beta band, allowing clients to obtain rewards
inappropriately, unless such activity is specifically inhibited.
EXPERIMENTAL METHOD
Given our operating hypothesis of a general applicability of the technique of beta/SMR
training, it was appropriate to give the present work a broad, inclusive cast, as opposed to
a narrow focus. The constraints of a clinical setting in terms of availability of subjects
also militate against a narrow focus. Children of ages 6 to 16 were accepted into the study
if they were referred for academic problems, attentional deficits, hyperactivity, or
conduct problems. Eighteen children were accepted into the study. Of these, three only
received about six training sessions and terminated the training for personal reasons
which did not relate to consequences of the training. The results of the remaining fifteen
are presented in the following.
The training protocol employed 15-18 Hz augmentation training, with concurrent
inhibition of excessive 4-7 Hz and 22-30 Hz amplitudes. The present work may therefore
be considered as a study in beta training, for comparison with Tansey's 14-Hz
reinforcement, and with Lubar's use of a similar protocol with different electrode
placement.
Electrode placement in the present study was bipolar, at sensorimotor cortex, along the
Rolandic fissure. Placement was C1-C5, or C2-C6, per the International 10-20 system.
An ear ground electrode on the same side being trained was also used. Training was
performed on the dominant hemisphere, unless there were hemispheric differences in the
EEG, in which case the side showing the larger or more deviant EEG was trained. Verbal
reporting from the client, family, and teachers was used to adjust the training protocol
throughout. By way of comparison, Lubar employs a frontal-temporal placement,
whereas Tansey uses a large-area electrode at Cz in a monopolar configuration with an
ear reference and ear ground. Our choice of electrode placement was largely historically
rooted in the early work of Sterman and Lubar.
Instrumentation was by Neurocybernetics. A two-channel EEG amplifier from
Mendocino Microcomputers was used. The signal was digitally processed in a PC. The
primary EEG trace and the three filtered waveforms are continuously displayed to the
therapist in a scrolling or chart recorder type of display. This information is used by the
therapist to provide guidance, coaching, and motivation to the client, and helps the client
to begin to associate certain mental states with what is observed in the EEG and in the
feedback display. The feedback signal is derived digitally in the PC, and is presented to
the client via a second computer, which displays a video game in which the brightness
and speed of a pacman-like object is governed by the beta amplitude relative to a pre-set
threshold. If the theta or high-beta (i.e., 22-30 Hz) thresholds are exceeded, the object
goes dark and stops. Binary auditory feedback is provided as well.
The training proceeded in sessions of thirty minutes on the instrument (45-minute contact
hour), after an initial intake session of an hour and a half, in which the history was taken,
baseline EEG records were obtained for both hemispheres, and a training session was
conducted. The academic testing was accomplished in a two to three-hour session on
another day. At each training session, the last six-minute segment of the EEG record was
stored on the client disc, along with an updated history of thresholds and other
performance data from every session. A chart recorder output of representative EEG data
was also obtained at each training session.
Academic and cognitive skills testing encompassed the full WISC-R, the PPVT, the
WRAT, Benton VRT, and the Tapping Sub test of the Harris Tests of Lateral Dominance.
The selection was made partly on the basis of the broad familiarity with these tests
among educators, psychologists, and educational therapists, who will serve as the primary
referral source for this type of training in the foreseeable future.
The subject population had the following characteristics: Of the fifteen subjects, fourteen
had been diagnosed as having attention deficit disorder. Of these, seven had prominent
symptoms of hyperactivity, and of these, two were on medication for the condition.
Seven subjects were identified as having specific learning disabilities; of these, four were
identified with dyslexia. Six of the subjects were characterized by oppositional/defiant
disorder, and two by conduct disorder. Five of the children reported chronic headaches.
And thirteen of the group reported various sleep disorders, including two cases of sleep
anxiety (inability to fall asleep in one's own bed or room), four cases of sleep walking
and sleep talking, and three cases of nocturnal enuresis. Mood disorders were common as
well, with three cases of chronic anxiety, and four of childhood depression or dysthymia.
One subject exhibited obvious motor tics.
Training was conducted for an average of 35 sessions, at a rate of 2-3 sessions per week.
One subject was in ongoing educational therapy and two were in ongoing psychotherapy.
RESULTS
WISC-R Subtest Data.
The data to be presented in the following will cover the test results for the entire study
population. Space does not allow review of individual case histories, nor of the EEG
phenomenology characterizing this population. The average of the WISC-R scores for the
study group is shown in Figure 1. It should be noted that the pre-test scores were largely
above age-corrected norms (10 on the scale), demonstrating the generally high mental
competence of members of the group. Moreover, the average data exhibit minimums for
the four subtests of the WISC most closely associated with attentional deficits, namely
Arithmetic, Coding, Information and Digit Span (the "ACID" test). Noteworthy increases
are observed for each subtest of the WISC. The statistical significance of the results will
be addressed below.
Figure 1.Average results of WISC-R testing for study group of fifteen, comparing pre-
and post-EEG training.
The average increases in the WISC-R subtests are shown in Figure 2. Here only those
data are considered in which the pre-test score was less than 18 or 19, because the small
amount of improvement possible in these cases would skew the data, and because such
high pre-scores are in any case not illustrative of attentional deficits or specific learning
disabilities. The subtests have been rank-ordered by the amount of the average increase
observed. Interestingly, three of the subtests associated with attentional deficits showed
very comparable changes: Digit Span (3.2), Coding (2.6), and Information (2.6). The
Arithmetic subtest showed much greater improvement (4.7).
Figure 2.Average increases in WISC-R subtest scores for entire group. Pre-scores of 18
and 19 were left out of calculation. Subtests are rank-ordered by the amount of increase
observed.
The overall averages given above obscure the dependence on WISC pre-test scores. It is
found that the largest improvements occur in those areas which are in most significant
deficit. To illustrate this, the data for all subtests with initial values of less than ten are
shown in Figure 3. The number of data points comprising each bar is also indicated. The
average changes are four units or greater for all subtests except for Mazes and Block
Design. Moreover, the ACID test categories are tightly distributed, with gains ranging
from 4 units to 5. The average gain for all the data of Figure 3 is 5.1 units.
Figure 3.Average pre-post WISC-R data for all subtest scores in which the pre-test value
was less than 10. The number of data points comprising each average is shown.
It is useful also to assess the significance of the data with pre-test scores of less than ten.
There are 48 such data points. If, for example the reproducibility of subtest data is taken
to be 1.5 units, then there is 97% confidence that three units represents a real change.
Even if the reproducibility is assumed to be only 2 units, a 3 unit change may be taken to
be significant with more than 80% confidence. Out of the 48 candidate data points, 42
showed changes of three units or more (88%). The distribution in terms of subtests is
given in Table 1. Nine of ten subtests show improvements which meet this criterion of
significance. The exception is Block Design. All the subtests where deficits are found in
at least 30 percent of the study group (Information, Arithmetic, Digit Span, Picture
Completion, and Coding) showed highly significant changes.
Table 1. For all subtests of the WISC-R, and for all cases in which the initial score was
less than 10, the number of data points are indicated in which a change of at least three
units was observed.
WISC-R Subtest No. of Significant
Gains
(3 or more units)
Information 5 of 5
Similarities 3 of 3
Arithmetic 8 of 8
Vocabulary 1 of 1
Comprehension 1 of 1
Digit Span 5 of 5
Picture
Completion
5 of 5
Picture
Arrangement
4 of 4
Block Design 0 of 3
Object Assembly 3 of 3
Coding 6 of 8
Mazes 2 of 2
Table 2 shows the three largest increases observed in scores for each subtest. Highly
significant increases are observed for every subtest. The largest gains are in fact outside
of the range of common experience for other modalities of treating attentional deficits
and specific learning disabilities. On seven of the twelve subtests, gains of seven or more
units were observed in at least one case.
Table 2
Three largest gains observed in test population for each WISC-R subtest.
WISC-R Subtest Three Largest
Gains Observed
Information 5, 4, 4
Similarities 9, 8, 7
Arithmetic 8, 7, 6
Vocabulary 6, 4, 3
Comprehension 8, 7, 7
Digit Span 7, 7, 7
Picture
Completion
10, 7, 7
Picture
Arrangement
8, 7, 6
Block Design 5, 4, 3
Object Assembly 6, 5, 4
Coding 7, 6, 4
Mazes 6, 4, 4
It is also of interest to look at those cases in which all four ACID test scores are below
norms. Four subjects satisfy this criterion. The average WISC-R results are shown for
this subgroup in Figure 4. The individual subtest scores are shown in Figure 5, to indicate
the dispersion in the data. With respect to the ACID test categories, we observe a very
tight distribution for Information, Arithmetic, and Coding, with a somewhat greater
dispersion for Digit Span. Block Design and Object Assembly are also tightly distributed.
The observation of a relatively tight distribution for three of the ACID test categories is
corroborative of a common mechanism underlying the deficits.
Figure 4
Figure 4. Average WISC-R profiles for the four subjects for whom all ACID test
categories were initially below norms.
Figure 5
Figure 5. WISC-R subtest score improvements for the four subjects of Figure 4. Observe
relatively low dispersion in the data for Information, Arithmetic, Block Design, Object
Assembly, and Coding.
WISC-R Verbal, Performance, and Full-Scale IQs
IQ values can be derived from the WISC-R data, from the Verbal and Performance
subtasks, and for the combined data set (full-scale IQ). The change in the verbal and
performance IQs are shown in Figure 6 for the study population. Most of the subjects
showed comparable gains for both verbal and performance IQs. The full-scale IQ
changes are given in Table 3 in the order of pre-test IQ. The average IQ increase was
23.5 points. For those individuals whose initial IQ was less than 100, the average gain
was 33 points.
Peabody Picture Vocabulary Test
The PPVT was used to augment the WISC-R, since vocabulary is perhaps the best single
predictor of IQ. The PPVT evaluates verbal performance without involving word recall.
A comparison of the PPVT with the WISC-R in terms of IQ is shown in Figure 7. The
results are unfortunately hampered by the age limitations of the two tests, namely 18 in
the case of the PPVT and 16.8 years in the case of the WISC-R. Whereas the results show
consistent trends in some of the cases, others in fact show decreases in PPVT scores in
the retest. We can offer no ready explanation for the divergence in the two tests. Further
investigation would be appropriate.
Figure 6
Figure 6.Verbal and Performance IQs derived from WISC-R data are shown pre- and
post-training for the study population. In most cases, the changes are comparable in both
verbal and spatial ability.
Table 3.
Full-scale WISC-R IQ changes listed in the order of initial value of measured IQ.
Full-scale WISC-R IQ changes.
Initial Full-Scale
IQ
Measured Change
90 +37
91 +33
96 +34
99 +29
103 +35
105 +29
106 +27
111 +24
118 +24
123 +5
126 +22
128 +14
130 +14
139 +19
143 +7
Average: 114 +23.5
Figure 7
Figure 7.
Comparison of changes in the PPVT and WISC-R IQs. A lack of correlation is indicated
for the population as a whole, and a number of Peabody IQ scores actually decreased.
Wide Range Achievement Test
Ten of the subjects also were given the reading and arithmetic subtests of the WRAT.
The results are shown in Figure 8 in terms of changes in reading grade level. As in the
case of the PPVT, the results were mixed. Six subjects showed major gains in reading
performance, but five of these were reading above grade level at the outset of training. Of
the three who were in significant deficit in reading, only one showed gains well in excess
of chronological age. On the other hand, significant reading improvements were shown
by two of the four individuals referred for dyslexia.
The results of the arithmetic subtest of the WRAT are presented in Figure 9.
Improvements in grade level by more than two were shown by four of the ten subjects
tested. These had all been in deficit at the outset. On the other hand, two subjects showed
significant decreases in score, and one of these had been in deficit. This subject had been
in a home-schooling situation, where arithmetic skills may not have been cultivated. The
average improvement in grade level for the group was 1.35.
Figure 8.
Figure 8.
Changes in reading grade level derived from the WRAT are shown for ten of the fifteen
subjects.
Figure 9.
Figure 9.
Changes in arithmetic grade level derived from the WRAT for ten of the fifteen subjects.
Five of the ten showed significant changes, and four of these were in deficit at the outset.
Benton Visual Retention Test
Results for the Benton VRT are shown in Figure 10. In this test, simple geometric figures
are drawn from memory after a brief exposure. The number of errors made is shown,
along with the number of correct representations. The improvements registered in this
test are quite striking. Six of the fourteen subjects improved from a rating of average or
below to superior. Six showed lesser gains, and two were rated superior already in the
pretest, and did not undergo significant change. The test yields unambiguous evidence
that the EEG training can improve short-term visual memory. Combined with the
significant gains observed on the WISC digit span test of auditory memory, these test
results imply a beneficial effect of EEG training on the mechanisms of short-term
memory. Benton Visual Retention Test Results for the Benton VRT are shown in Figure
10. In this test, simple geometric figures are drawn from memory after a brief exposure.
The number of errors made is shown, along with the number of correct representations.
The improvements registered in this test are quite striking. Six of the fourteen subjects
improved from a rating of average or below to superior. Six showed lesser gains, and two
were rated superior already in the pretest, and did not undergo significant change. The
test yields unambiguous evidence that the EEG training can improve short-term visual
memory. Combined with the significant gains observed on the WISC digit span test of
auditory memory, these test results imply a beneficial effect of EEG training on the
mechanisms of short-term memory.
Harris Tests of Lateral Dominance--Tapping Subtest
The Tapping Subtest was used to determine shifts in handedness, and as a test of changes
in eye-hand coordination. The test compares right and left hand performance in a timed
challenge in which pencil dots must be placed in rows of boxes. Dominance is defined as
right or left if the scores differ by 20 % or more. (To remain close to the data, we will
refer to handedness, rather than cortical dominance) Seven of the fifteen subjects
significantly improved their score, three by more than 100%. Of the 28 data points in the
test (only 14 subjects were given the tapping test), 25 showed an increase. The three
decreases were related to left-hand performance, and resulted in these subjects shifting
from mixed to right- handedness. The average increase in score was 40%, heavily
weighted by the three individuals who underwent very large changes. The median
improvement was 20%.
Figure 10
Figure 10.
Results of the Benton VRT are shown in terms of both the number of errors (to the left)
and number of items correct (to the right) both before and after training, for fourteen of
the fifteen subjects.
The changes in right/left ratio are illustrated in Figure 11. A depletion in the distribution
is observed in the mixed-dominance region around unity ratio. The distribution also
tightens up for right-handers, and a peak is seen for what may be either intrinsic left-
handers or ones where the deficit has not been remediated. The median ratio was found to
be 1.20 before training, and 1.30 after. Six of the 14 individuals who did not meet the
criterion for right-hand dominance before training met the criterion after training. This is
a highly significant finding, indicating an influence of the training on hemispheric
organization.
The tendency of the training to enhance right handedness may be explained on the theory
that most individuals, perhaps as many as 95% (Hepper, 1990), are intrinsically right-
handed, and that injury such as birth trauma leads to compensations in terms of mixed
dominance or left-handedness. Birth trauma affects each hemisphere with equal
probability. The net effect, then, is a shift toward left handedness. As this deficit in
cortical organization is remediated, the "native" right handedness may be restored.
Figure 11
Figure 11.
Results of the Tapping Subtest of the Harris Tests of Lateral Dominance, in terms of the
ratio of right and left-hand performance both before and after training.
Follow-up
Follow-up was conducted with parents more than one year after the initiation of EEG
training for the study. Questions were asked with respect to a number of categories.
Results were scored +1 in case of significant improvement; a score of +2 was given for
"major" improvement; and a negative score of one was given for residual problem areas.
Sometimes both positive and negative scores were appropriate. The results are shown
graphically in Figure 12, where the categories were divided into two groups. In the first
grouping are those categories where either significant benefit was seen or few residual
problems remain. In the second grouping, we placed those categories where problems
remain.
The first category includes those areas in which improvement was expected, such as
hyperactivity, concentration, and sleep disorders, and some surprises, such as headache
syndromes. Ranked first was self-esteem. It was quite evident that the children benefited
in terms of self-esteem from the fact that the EEG biofeedback training was something
they did for themselves. They unambiguously related their progress to their own effort.
However, the dominant influence on self-esteem was clearly the objective fact that they
were now more functional, their sibling and peer relationships were improved, and their
interactions with authority figures, parents and teachers, were better. The category of
school grades was affected by the fact that four of the subjects were in ungraded
environments. Significantly, grades remained a problem with only one child. The three
cases of nocturnal enuresis responded to the training, as did the single case of obvious
motor tics.
The second category includes some of the behavioral categories, as well as areas of
academic performance. First of all, we note with satisfaction that a lasting impact of the
training on behavioral disorders is indicated. On the other hand, significant problems
remain. We ascribe this to four factors. First, it is unlikely that the typical 30-40 training
sessions are sufficient to deal with behavioral disorders, although they appear to be
sufficient to remediate cognitive deficits. Second, a higher standard is undoubtedly
applied by parents: whereas they may be pleased that the child is now reading better,
when it comes to temper tantrums, success means their complete elimination, not a 70%
improvement in incidence. Third, parental expectations tend to ratchet up with
improvements in the child's behavior, a matter sometimes forcefully brought to our
attention by the child himself. And finally, behavioral disorders are usually complicated
by psychological factors which take time, and possibly other modalities, to resolve. With
regard to academic categories, it is likely that more time must elapse (or educational
therapy undertaken) before children show the full benefit academically of their new
cognitive skills.
Figure 12
Figure 12.
Results of followup with parents on year after the initiation of training. Positive scores
indicate areas of significant improvement (+1) or major improvement (+2). Residual
problem areas garner a score of -1.
DISCUSSION
The results described above demonstrate a significant beneficial effect of 15-18 Hz EEG
normalization training on attentional deficits, on specific learning disabilities, on sleep
disorders, on headache syndromes, and on certain adverse behaviors. With respect to the
WISC-R, it was shown that for initial values less than the norm, improvements were
generally well outside the range of test uncertainty. The results for the group, therefore,
were highly statistically significant.
WISC-R
One concern with respect to the WISC-R is a practice effect on retest scores, with the
result that many practitioners insist on a six-month retest interval. This criterion was
adhered to in our study, with most retest intervals larger than nine months. We believe
that the practice effect on the present data is in fact negligible, based on the following
grounds: First, in one explicit determination of retest error with a sample of 300, after
only a one-month interval only a 7-point IQ change was observed. (Wechsler, 1974)
After some six to nine months, more extinction would be expected. Second, the concern
about retest error diminishes if one is observing significant change in the WISC-R. In a
number of the WISC-R subtests, the child is asked to stop after a certain number of
errors, or by virtue of a time limit. On the retest, therefore, the child is exploring fresh
ground if he is in fact doing significantly better than before. Third, significant gains were
observed in those areas where long-term memory cannot have been an issue, such as
Digit Span. Fourth, the gains were in fact least where a practice effect might be expected,
such as Block Design and Object Assembly. Finally, we are dealing with a population
which demonstrated poor visual retention in the pre-test.
The gains shown in the WISC-R are ascribed to a composite of factors. Alertness,
attentiveness, and perseverance were clearly greater in the retest than before, in
essentially all cases. Impulsivity was manifestly better, and test anxiety was reduced.
However, there is abundant evidence for a broad range of improvements in those
cognitive tasks which contribute to verbal comprehension and to perceptual organization:
visual and auditory retention (Benton VRT and Digit Span), short and long-term memory
(Information, Vocabulary), sequential processing (Arithmetic), inferential thinking
(Similarities), verbal conceptualization and expressive language (Comprehension), visual
perception (Picture Completion, Picture Arrangement), sequential processing (Coding),
and visual-motor coordination (Tapping Test, Mazes).
Hence, the WISC-R improvements are attributed to a combination of behavioral and
cognitive factors. Moreover, improvements in both areas appear to be directly attributable
to the EEG training, rather than one being the incidental corollary of the other. The
startling improvements in arithmetic score on the WISC-R, for example, are likely to be
due to a combination of factors, such as improved attention span and improvements in
sequential and symbolic processing skills, in addition to behavioral factors such as
reduced anxiety or impulsivity.
WRAT
The results of the WRAT show a much larger dispersion than the WISC-R test results.
Some children demonstrated great strides in reading and arithmetic achievement. Others
were relatively unaffected. It should be noted that the WRAT is a test of achievement
rather than of ability. It may take time (or educational therapy) for new cognitive skills to
manifest themselves in higher academic achievement.
Benton VRT, and Tapping Subtest of Harris Tests of Lateral Dominance.
The Benton VRT shows perhaps the most striking evidence of an effect on a specific
learning disability, as distinguished from general effects on attentional mechanisms. And
the Tapping Subtest of the Harris Tests of Lateral Dominance is perhaps the most graphic
demonstration and of an effect on hemispheric organization, and is arguably best
understood in terms of remediation of a traumatically induced neurological deficit.
Mechanisms of Efficacy of EEG training
These findings are corroborative of a mechanism which remediates minor neurological
deficits centrally. That is, the statistics of cortical activity, as manifested in the EEG, are
assumed to be governed largely by the brain stem reticular formation and nonspecific
thalamic nuclei. The effects of such training would be expected to be global, that is, not
restricted to one hemisphere. The training apparently impacts on the processes which
govern cortical activation, via a balance of excitatory and inhibitory mechanisms.
The breadth of impact of this technique implies a more universal mechanism than one
specific to the motor system, or even to sensorimotor cortex. The fact that the same
protocol can successfully address both symptoms of cortical hyperexcitability (seizures,
motor and vocal tics, anxiety) and symptoms of underarousal (childhood depression,
ADD) strongly suggests that EEG biofeedback may be a general method of achieving
cortical regulation or stabilization in individuals where that is manifestly deficient.
Comparison of WISC-R Data with Tansey
A comparison has been made between the WISC-R results achieved in this study and
those achieved by Tansey using SMR training at Cz. The results are shown in Figure 13.
The comparison indicates that Tansey's population was relatively more severely
impaired. The gains are significantly higher in our study group for Arithmetic, Picture
Completion, and Comprehension. They are significantly lower for Object Assembly. The
other subtests show comparable gains. If account is taken of the difference in pre-test
scores, the implied preference for the present protocol emerges even more strongly.
Figure 13
Figure 13.
Comparison of WISC-R data from the present study using beta training with that
published by Tansey (1990) for SMR training. A preference for beta training is indicated.
SUMMARY
In summary, we have documented by a variety of tests specific benefits in terms of
cognitive function and academic competence of EEG training at sensorimotor cortex, and
consisting of enhancement of activity in the 15-18 Hz spectral region, and suppression of
excessive amplitudes in the 4-7 Hz and 22-30 Hz regions. The benefits of the training are
ascribed to indirect stimulation of the central mechanisms which govern cortical
activation. Striking improvements in symptoms of conduct disorder and oppositional/
defiant disorder were also noted in those cases where these were present, but were not
quantitatively assessed. Sleep disorders and headache syndromes were also remediated.
Follow-up data indicate the benefits of the training persist. A preference for beta training
vis-a-vis SMR training for remediation of cognitive deficits, as originally reported by
Lubar, appears confirmed.
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Acknowledgements
The assistance of Sandra Shapiro, R.N., with the EEG training, of Anita Stanley, M.A.,
M.F.C.C. with the testing, and of Jack Smeltzer in preparation of the artwork is hereby
gratefully acknowledged.
... The beta activity decreases in posterior and temporal regions with tasks requiring sustained attention. Beta activity (15)(16)(17)(18)(19)(20)(21)(22)(23)(24)(25)(26)(27)(28)(29)(30) has also been related to cognitive activity. Similar results were obtained by Chabot et al, 24 Clarke et al, 25 and Lazzaro et al. 26 However, several studies also indicate that early intervention can help manage EEG characterizations during resting and activity conditions. ...
... These changes indicate the connectivity between frontal and posterior association and the association between sensory and motor areas, suggesting the improvements in attention and working memory of children with learning problems. 27 Othmer et al 28 reported the successful use of NFT for academic and cognitive improvements by decreasing theta and enhancing beta. In another study, Fernandez et al 29 also reported that EEG absolute power of delta, theta, alpha, and beta bands decreased after twenty-half-hour neurofeedback sessions on children with a learning disability. ...
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Background: Electroencephalography (EEG) has been used to measure neural correlates of cognitive and social development in children for decades. It is essential to evaluate the relationship between EEG parameters and cognitive measures to understand the mechanisms of learning problems better. Methods and procedure: Fifty school-going children with complaints of learning problems were studied. EEG and other cognitive measures were used to assess children before and after PEABLS; a cognitive-behavioral intervention was imparted. EEG was recorded while hyperventilation, writing, and reading conditions, and the values for absolute and relative powers were calculated. Results: The results suggested that the post-intervention absolute (in the theta and alpha bands) and relative (delta, theta, and alpha) power values were higher, and the relative power beta value was significantly lower at most of the electrodes in comparison to pre-intervention EEG measures. A significant high positive correlation in the children with learning problems between the relative power of alpha, beta O1O2, the relative power of theta, delta T3T4, and the academic scores, IQ, working memory, DTLD, and BGT values. Conclusion: These quantitative electroencephalogram findings in children with learning problems are related to cognitive measures. The findings could be due to brain immaturity and lack of learning opportunities.
... Al respecto, los estudios realizados por Lubar (Lubar & Shouse, 1976;Lubar & Lubar, 1984;Lubar, 1991;Lubar, Mann, Gross & Shively, 1992;Lubar, Swartwood, Swartwood & O'Donnell, 1995;Rasey, Lubar, McIntyre, Zoffuto & Abbot, 1996;Lubar & Lubar, 2001;Monastra, Lynn, Linden, Lubar, Gruzelier & LaVaque, 2005) en la universidad de Tennessee dejan en clara evidencia la alta efectividad de esta técnica en la población infantil con déficit de atención con y sin hiperactividad. Al igual que los estudios presentados por Othmer (Kaiser & Othmer, 2000;Othmer, Othmer & Marks, 1991;Scott, Kaise, Othmer & Sideroff, 2005;Legarda, McMahon, Othmer & Othmer, 2011;Othmer & Kaiser, 2000), que demuestran su alta eficacia en el tratamiento de dicho trastorno. ...
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La violencia doméstica en sus múltiples manifestaciones constituye un problema de salud pública, de derechos humanos y de género, de relevancia social a nivel local, nacional y mundial. Actualmente, existe cada vez un mayor consenso sobre las consecuencias de este problema por parte de diferentes asociaciones civiles y científicas, organizaciones internacionales y gobiernos de diferentes países (Agencia de los Derechos Fundamentales de la Unión Europea [FRA] 2014; Mitchell Wight, Van Heerden & Rochat, 2016; Morrison, Ellsberg & Both, 2005; Organización Panamericana de la Salud, Organización Mundial de la Salud & Centros de control y Prevención de las Enfermedades de los Estados Unidos, 2014; World Health Organization, 2013).
... Al respecto, los estudios realizados por Lubar (Lubar & Shouse, 1976;Lubar & Lubar, 1984;Lubar, 1991;Lubar, Mann, Gross & Shively, 1992;Lubar, Swartwood, Swartwood & O'Donnell, 1995;Rasey, Lubar, McIntyre, Zoffuto & Abbot, 1996;Lubar & Lubar, 2001;Monastra, Lynn, Linden, Lubar, Gruzelier & LaVaque, 2005) en la universidad de Tennessee dejan en clara evidencia la alta efectividad de esta técnica en la población infantil con déficit de atención con y sin hiperactividad. Al igual que los estudios presentados por Othmer Othmer, Othmer & Marks, 1991;Scott, Kaise, Othmer & Sideroff, 2005;Legarda, McMahon, Othmer & Othmer, 2011;, que demuestran su alta eficacia en el tratamiento de dicho trastorno. ...
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... Al respecto, los estudios realizados por Lubar (Lubar & Shouse, 1976;Lubar & Lubar, 1984;Lubar, 1991;Lubar, Mann, Gross & Shively, 1992;Lubar, Swartwood, Swartwood & O'Donnell, 1995;Rasey, Lubar, McIntyre, Zoffuto & Abbot, 1996;Lubar & Lubar, 2001;Monastra, Lynn, Linden, Lubar, Gruzelier & LaVaque, 2005) en la universidad de Tennessee dejan en clara evidencia la alta efectividad de esta técnica en la población infantil con déficit de atención con y sin hiperactividad. Al igual que los estudios presentados por Othmer Othmer, Othmer & Marks, 1991;Scott, Kaise, Othmer & Sideroff, 2005;Legarda, McMahon, Othmer & Othmer, 2011;, que demuestran su alta eficacia en el tratamiento de dicho trastorno. ...
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... Al respecto, los estudios realizados por Lubar (Lubar & Shouse, 1976;Lubar & Lubar, 1984;Lubar, 1991;Lubar, Mann, Gross & Shively, 1992;Lubar, Swartwood, Swartwood & O'Donnell, 1995;Rasey, Lubar, McIntyre, Zoffuto & Abbot, 1996;Lubar & Lubar, 2001;Monastra, Lynn, Linden, Lubar, Gruzelier & LaVaque, 2005) en la universidad de Tennessee dejan en clara evidencia la alta efectividad de esta técnica en la población infantil con déficit de atención con y sin hiperactividad. Al igual que los estudios presentados por Othmer Othmer, Othmer & Marks, 1991;Scott, Kaise, Othmer & Sideroff, 2005;Legarda, McMahon, Othmer & Othmer, 2011;, que demuestran su alta eficacia en el tratamiento de dicho trastorno. ...
... 15 children with ADD features and/or learning disabilities were trained just as if they had been in ordinary clinical practice. Independent testing and evaluation was relied upon exclusively (Othmer, Othmer, and Marks, 1992). Average improvement in WISC-R score was found to be 23 points. ...
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Various studies on ADHD patients come to the conclusion that in the spontaneous EEG the low frequency theta-band (4-7Hz) is increased, whereas the beta-(14-18 Hz), alpha-band and the sensorimotor rhythm (SMR) is decreased compared to healthy volunteers. [1;2;3]. Therefore the theta/beta-ratio is considered to be a good indicator for the diagnosis of ADHD also shown in standardized behavioral studies. [4]. It was therefore not too far fetched to utilize neurofeedback - training for ADHD treatments using the theta/beta-band ratio as a parameter at first. But the application of neurofeedback methods for the ADHD therapy showed ambivalent results: whereas some studies concluded the evidence for the effectiveness of the method for children not responding to medical therapy, [5; 6; 7], other studies state no improvements of hardware – in – the – loop – technique compared to pharmaceutical treatment [8; 9] Of a more serious concern regarding the neurofeedback method could possibly be that the method requires a degree of concentration and learning ability, which is actually lacking in this group.
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The purpose of this study was to examine the effectiveness of neurofeedback training on EEG among children with Attention Deficit/Hyperactivity Disorder (ADHD). In this study, 16 boys with ADHD and 8 boys without ADHD aged 8-12 years were recruited to the study. They were matched and assigned in 3 groups including experimental, patient control and normal control. All participants were assessed by quantitative electroencephalography (qEEG). The patients in experimental group have received 24 sessions of neurofeedback therapy (8 weeks, 3 times per week). All participants were assessed by qEEG again at the end of the course. The results showed that after finishing the course, experimental group in comparison with control groups had significantly more improvement in brain waves in FZ and PZ areas. Therefore, it can be concluded that neurofeedback training is effective on EEG among children with ADHD.