Few Effects of Far Transfer of Working Memory Training in ADHD: A Randomized Controlled Trial
Saunes B-K (2013) Few Effects of Far Transfer of Working Memory Training in ADHD: A Randomized Controlled Trial. PLoS
ONE 8(10): e75660. doi:10.1371/journal.pone.0075660
Few Effects of Far Transfer of Working Memory Training in ADHD: A Randomized Controlled Trial
Jens Egeland 0
Anne Kristine Aarlien 0
Brit-Kari Saunes 0
Marianna Mazza, Catholic University of Sacred Heart of Rome, Italy
0 1 Division of Mental Health & Addiction, Vestfold Hospital Trust, Tnsberg, Norway, 2 Department of Psychology, University of Oslo , Oslo , Norway , 3 Division of Child and Adolescent, Telemark Hospital Trust , Skien , Norway
Objective: Studies have shown that children with ADHD profit from working memory training, although few studies have investigated transfer effects comprehensively. The current Randomized Controlled Trial analyzes transfer to other neuropsychological (NP) domains, academic performance and everyday functioning at home and school. Method: Sixty-seven children with ADHD were randomized into a control group or a training group. The training group underwent Cogmed's RoboMemo program. All participants were assessed pre-training, immediately after and eight months later with a battery of NP tests, measures of mathematical and reading skills, as well as rating scales filled out by parents and teachers. Results: There was a significant training effect in psychomotor speed, but not to any other NP measures. Reading and mathematics were improved. There were no training induced changes in symptom rating scales either at home or at school. The increased reading scores remained significant eight months later. Conclusion: The study is the most comprehensive study of transfer effects to date, and with mixed results compared to previous research. More research is needed regarding how to improve the training program and the conditions and thresholds for successful training. Trial Registration: Controlled-Trials.com ISRCTN19133620 PLOS ONE | www.plosone.org
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Funding: The study has been funded with grants from the Centre for child and Adolescent Mental Health, Eastern & Southern Norway and from The Norwegian
Resource Center for ADHD, Tourette and Narcolepsy. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of
the manuscript.
Competing Interests: The authors have declared that no competing interests exist.
Impaired working memory (WM) is characteristic of a
multitude, or even most, neuropsychiatric [1] and developmental
disorders [2]. A meta-analysis of studies of WM performance in
ADHD [3] showed impairments ranging from half to more than
one standard deviation, depending on whether tasks demanded
information manipulation or merely storage. There are several
models of WM [4,5]. Common to them is that WM operates on a
limited time period after information is being presented enabling
the person to hold the information online for the time needed to
process it. Simple storage is equivalent to short term memory or
attention span, either within the visual of auditory modality, while
manipulation involves higher level executive functions. Typical
tasks measuring storage is visual or auditory span tasks, measuring
the extent of information the person can grasp without rehearsing.
Manipulation tests can differ from simple manipulation involved in
reversing a sequence of numbers held in simple storage, to more
complex manipulation involved for example in reorganizing both
numbers and letter sequences [6]. In the multimodal model of
Baddeley [4], simple storage is part of the WM model, although
differentiated from the Central Executive. Other researchers have
found evidence of the distinction of short term memory vs.
working memory [7], and reserve the WM construct for
manipulation only. The working memory training regime tested
here is based on Baddeleys model incorporating both simple
storage in the short-term memory sense as well as manipulation,
into the model.
Several studies have reported that WM capacity in ADHD [8,9]
and other disorders [8,10] can be improved by training on
specially designed computer-based training programs. The
producer of Cogmed-program RoboMemo claims that training has
been implemented in more than 800 schools in Sweden, where the
program was developed [11]. Pearson Assessment is marketing the
program in the USA, and promoting it as an effective treatment of
WM deficit in several disorders in addition to ADHD. On the
other hand, recent studies have harshly criticized these positive
claims [12,13] initiating a debate about the theoretical and
empirical basis for a possible treatment effect [14,15].
There are several reasons for being enthusiastic about WM
training: Whereas medication effects depend on continued use,
WM training can potentially cure the deficit in the sense that the
effect lasts beyond the training period. How long it lasts is not
clear, since no study to date has had follow up more than 6 months
after completed training [16,17].
Some parents do not want their children to use stimulant
medication. In some cases medication is terminated due to side
effects or lack of treatment effect on everyday behavior. Although
considered an effective drug in reducing behavioral symptoms of
ADHD, another reason for exploring the possibility of training
WM is that methylphenidate (MPH), may not have the equivalent
effect on working memory as on other aspects of executive
function (EF). Some studies have shown no effect on WM while
attention in general is improved [18,19]. A metastudy by Pietrzak
and colleagues [20] showed that only half of published studies of
MPH-treatment showed effects on the manipulation element of
WM. The authors discuss the possibility that the modulation of
dopamine turnover affects WM less, possibly because WM
requires simultaneous application of multiple cognitive processes
exceeding those modulated by MPH.
While WM training represents a longed-for
non-pharmacological treatment of cognitive symptoms of ADHD, it is nevertheless
important to assess the transfer effects critically. Reports from new
and experimental treatments will typically suffer from a
publication bias. Negative findings are not relevant since the treatment is
not broadly applied. Shipstead, Redick and Engle [21] present a
list of factors that can contaminate the validity of training
experiments. They claim that the effects on measures of WM are
sufficiently documented, while transfer effects are not. They point
out that results on single tests cannot be interpreted as an increase
in a function, but that multiple measures of the same construct must
converge to conclude about a transfer effect. In addition, if several
studies conclude on transfer effects within different domains, the
overall picture may be more negative.
The meta-analysis of Melby-Lervag and Hulme [12] offers an
excellent overview of previous research. The authors conclude that
WM training programs appear to produce short-term, specific
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