The effect of glucose administration on the emotional enhancement effect in recognition memory
Transcript of The effect of glucose administration on the emotional enhancement effect in recognition memory
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Biological Psychology xxx (2006) xxx–xxx
The effect of glucose administration on the emotional enhancement
effect in recognition memory
Karen R. Brandt *, Sandra I. Sunram-Lea, Kirsty Qualtrough
University of Lancaster, United Kingdom
Received 11 April 2005; accepted 4 April 2006
Abstract
Previous research has demonstrated that glucose administration improves memory performance. However few studies have addressed the
effects of glucose on emotional material that by nature already enjoys a memory advantage. The aim of the present research was therefore to
investigate whether the memory facilitation effect associated with glucose would emerge for emotional words. Experiment 1 demonstrated that
negative words were better recognized and remembered than positive and neutral words. Experiment 2 further explored these effects under
conditions of glucose administration and an aspartame control. The results revealed that both the aspartame and glucose groups replicated the
results from Experiment 1. The present research therefore demonstrated that the glucose facilitation effect did not emerge for material that already
benefits from a memory advantage. These results also raise the question of whether the dose response relationship previously associated with
glucose administration is applicable when the information being processed is of an emotional nature.
# 2006 Published by Elsevier B.V.
Keywords: Glucose administration; Recognition memory; Emotional enhancement effect; Subjective experiences
1. Introduction
Research investigating the effects of glucose administration
on cognitive performance has found beneficial effects in
healthy young adults (see for example Benton et al., 1994;
Kennedy and Scholey, 2000; Scholey et al., 2001; Sunram-Lea
et al., 2002a); older adults (Craft et al., 1994; Gondor-Frederick
et al., 1987) and even adults with severe cognitive pathologies
such as Alzheimers disease (Craft et al., 1992; Manning et al.,
1993). Although, the benefits in cognitive performance that
have been found occur in a range of cognitive tasks, in general,
it appears that glucose administration has a pronounced effect
on tests of declarative long-term memory (for a recent review
see Messier, 2004).
It has long been recognized that emotionally significant,
stressful or arousing events can play an important role in the
regulation of memory (for a recent review, see Packard and
Cahill, 2001). Acute emotional arousal results in activation of
* Corresponding author at: School of Psychology, Dorothy Hodgkin Building,
University of Keele, Keele, Staffordshire ST5 5BG, United Kingdom.
Tel.: +44 1782 583667; fax: +44 1782 583387.
E-mail address: [email protected] (K.R. Brandt).
0301-0511/$ – see front matter # 2006 Published by Elsevier B.V.
doi:10.1016/j.biopsycho.2006.04.001
two major endocrine systems, the hypothalamic-anterior
pituitary-adrenocortical axis (HPA) and the sympatho-adreno-
medullary axis (SAM axis). Activation of the HPA axis is
associated with the release of glucocorticoids from the adrenal
cortex and activation of the SAM axis leads to a release of
adrenaline from the adrenal medulla. The hormone for which
we have most evidence concerning the regulation of memory
formation is adrenaline (for a detailed account see Gold, 1992).
In considering the mechanisms by which adrenaline enhances
memory, it is important to note that circulating adrenaline is
largely excluded from the central nervous system (CNS); that
is, adrenaline does not cross the blood–brain barrier (Weil-
Malherbe et al., 1959). Since adrenaline does not appear to have
direct actions on the CNS, it is most likely that the beneficial
effect of adrenaline upon memory performance is closely
related to its actions in the periphery (Gold, 1992). It has been
suggested that the effects of adrenaline on memory may be
mediated by activation of peripheral b-adrenergic receptors,
located on vagal afferents projecting to the nucleus of the
solitary tract in the brain stem (Cahill and McGaugh, 1998).
However, another important peripheral action of adrenaline is
to produce an increase in circulating blood glucose levels (Ellis
et al., 1967; Gold, 1992). Increased plasma glucose levels
subsequent to the release of adrenaline from the adrenal
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medulla appear to be an important contributor to the processes
by which memory is normally regulated. Subsequent research
indicated that it is this increase in glucose levels subsequent to
peripheral adrenaline actions which contributes to enhance-
ment of memory storage processing, rather than the liberation
of adrenaline per se which benefits cognitive functions (Gold,
1991, 1992; Wenk, 1989; White, 1991).
In the context of memory modulation resulting from acute
emotional arousal, it is important to investigate whether
emotionally arousing stimuli are indeed associated with
increases in (i) memory performance and (ii) blood glucose
levels. Research on emotion and memory has shown the
presence of an emotional enhancement effect such that
emotional stimuli are more memorable than their more neutral
counterparts (Hamann, 2001). This emotional enhancement
effect has been demonstrated across a range of memory
measures such as recognition memory (Kensinger and Corkin,
2003; Smith et al., 2004) and recall (Talmi and Moscovitch,
2004) and has also been found using a range of stimulus
variables including both words (Dewhurst and Parry, 2000) and
pictures (Ochsner, 2000). Moreover, research has shown that
the emotional enhancement effect not only consists of a
quantitative advantage (i.e., emotional stimuli are recognized
more than neutral stimuli), but also consists of a qualitative
advantage (i.e., emotional stimuli are more likely to be
recognized on the basis of rich episodic ‘remembering’ in
comparison to neutral stimuli, Dewhurst and Parry, 2000;
Kensinger and Corkin, 2003).
Importantly, recent research has demonstrated that pre-
sentation of emotionally arousing material not only increases
subsequent memory performance, but also raises plasma
glucose levels (Blake et al., 2001; Parent et al., 1999; Scholey
et al., 2006). Blake et al. (2001) presented participants either
with emotional or neutral pictures and measured blood glucose
levels both before and after the presentation phase, which was
then followed by an incidental memory test (free recall). The
results showed that recall was significantly greater for the
emotional compared to the neutral pictures. Importantly
though, the results also revealed that blood glucose levels
had increased significantly for participants shown the emo-
tional pictures but not for those shown the neutral pictures. This
latter effect has also been found using narratives (Parent et al.,
1999) and replicated with words lists (Scholey et al., 2006).
These findings further support the notion that increases in
circulating and (one may argue) central glucose levels in
response to emotional arousal may reflect naturally occurring
biological mechanisms regulating the formation of memory.
If increases in blood glucose levels are an important
underlying mechanism for the emotion-induced memory
enhancement effect, the question arises as to whether glucose
administration, which has been shown to enhance memory
performance, would increase memory for emotional material
beyond the normal advantage this type of material benefits
from, or whether administration of a memory enhancing dose of
glucose would actually impair memory for emotionally
arousing material. This question has recently been explored
(Ford et al., 2002; Mohanty and Flint, 2001; Parent et al., 1999).
Parent et al. (1999) found that glucose administration prevented
the normal memory enhancing effects for an emotional
narrative. In addition, Mohanty and Flint (2001) found that
whilst glucose administration had no effect on the proportion of
errors for neutral stimuli on a spatial memory task, it
significantly increased the number of errors for the emotional
material. The authors concluded that glucose might therefore
attenuate the emotional enhancement effect. However, an effect
of glucose on emotional material was not found in Ford et al.
(2002) study in which more direct tests of memory were
employed (as opposed to just measuring the proportion of
errors). In this study, participants were either given a glucose or
a placebo drink and then presented with 20 emotional and
neutral words to memorise at study followed by tests of recall
and recognition. The results demonstrated that across drink
conditions emotional words were both recalled and recognized
to a greater extent than the neutral words. However no effect of
glucose on recall and recognition of the emotional (or indeed
the neutral) words was observed. The authors argued that the
lack of a glucose effect may have been due to glucose
facilitation generally not being present using simple memory
tests but only arising under conditions of increased cognitive
demand such as dual task conditions (Foster et al., 1998;
Sunram-Lea et al., 2001).
Given the mixed findings from previous studies, the aim of
the present research was to provide a more comprehensive
investigation of the possible effects of glucose administration
on the emotional enhancement effect. Ford et al. (2002) argued
that the lack of a glucose effect in their study was probably due
to glucose facilitation effects only occurring under more
difficult task conditions. In their study, they presented
participants with 20 words to memorise and the results
demonstrated scores averaging about 90% on the recognition
memory test. These high recognition scores reflect the ease of
the memory task and therefore, in order to make the task more
difficult, in the present research participants were presented
with 60 words at study (20 emotionally positive, 20 emotionally
negative and 20 neutral).
The present research additionally included the use of
emotionally positive as well as emotionally negative and
neutral words. Past research exploring emotional enhancement
effects in memory have mostly failed to make the distinction
between emotionally positive and emotionally negative stimuli
(e.g., Kensinger and Corkin, 2004; Talmi and Moscovitch,
2004) despite evidence showing that valence (how positive or
negative an item is) affects recognition memory (Dewhurst and
Parry, 2000; Ochsner, 2000). These studies have shown that
both emotionally positive and negative material is more likely
to be recognized than neutral items. Importantly though,
emotionally negative stimuli are recognized to a greater extent
than emotionally positive stimuli. Thus, type of valence
differentially affects recognition memory and this finding
contradicts the conclusions made by Blake et al. (2001) that the
emotional enhancement effect is not related to the pleasantness
of the stimulus material. Clearly, the size of the emotional
enhancement effect depends on whether positive or negative
stimuli are employed. A further aim of the present research was
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to therefore investigate whether any effects of glucose
administration on the emotional enhancement effect might
also be influenced by the valence of the to-be-remembered
material.
A final aim of the present research was to explore the role
that subjective experiences might play on the effects of glucose
administration on the emotional enhancement effect. Sub-
jective experiences refer to how we recognize something/
someone and according to Tulving (1985) can be based either
on ‘remembering’ or ‘knowing’. Whereas ‘remembering’ refers
to recognition that is accompanied by recollection of contextual
details, ‘knowing’ lacks this episodic richness and is based on
feelings of familiarity. Based on Tulving’s theory, Gardiner and
Java (1993) developed the remember/know paradigm to
measure the different subjective experiences that can accom-
pany recognition. This paradigm is used in recognition tests
whereby participants at test are shown a set of studied and
unstudied items and are required to decide whether each item
was presented in the study phase (old) or not (new). Following
an ‘old’ decision, participants are then further required to make
a ‘remember’, ‘know’ or ‘guess’ decision (the ‘guess’ response
category is included so that the ‘know’ response category is not
inflated by guesses, Gardiner et al., 1996). There is ample
evidence demonstrating that ‘remember’ and ‘know’ responses
can be dissociated experimentally (Brandt et al., 2003;
Dewhurst and Hitch, 1999; Gardiner and Java, 1990).
Additionally, evidence has also pointed to ‘remember’ and
‘know’ responses reflecting different patterns of brain activity,
both temporally and spatially (Eldridge et al., 2000; Mangels
et al., 2001; Rugg et al., 1998).
Although an effect of glucose administration on the
emotional enhancement effect in recognition memory was
not found in Ford et al. (2002) study, it may be the case that such
an effect would be apparent in subjective experiences. Recent
research has shown that glucose does indeed have a part to play
in subjective experiences. Specifically, the proportion of
‘remember’ responses have been found to be significantly
greater following glucose administration (Sunram-Lea,
Dewhurst and Foster, in preparation). Hence, the failure to
find a glucose effect on the recognition of emotional stimuli
(Ford et al., 2002) does not rule out the possibility that such an
effect might be present in the subjective experience of
‘remembering’.
Thus, the aim of the present research was to provide a
more comprehensive investigation of the possible effects of
glucose administration on the emotional enhancement effect
by (1) using a more difficult cognitive task coupled with a
retention interval between study and test, (2) investigating the
effect of valence by using both emotionally positive and
negative words (as well as neutral words) and finally (3)
exploring qualitative (as well as quantitative) effects using the
remember/know paradigm (Gardiner and Java, 1993).
Experiment 1 was firstly designed to explore the emotional
enhancement effect under these three criteria and the purpose
of Experiment 2 was to specifically test the effects of glucose
administration on the emotional enhancement effects found in
Experiment 1.
2. Experiment 1
Experiment 1 investigated the emotional enhancement effect
both in overall recognition memory and in subjective
experiences. Participants were presented with a set of
emotionally neutral, positive and negative words to memorise
at study. In a subsequent recognition test, participants were
required to make old/new judgements for each word and
following an old judgment were further required to make
remember/know/guess decisions. It was predicted that overall
recognition memory would be enhanced for the emotionally
negative words in comparison to the emotionally positive words
and the emotionally neutral words (Kensinger and Corkin,
2003; Smith et al., 2004). This same pattern of effects was
predicted to arise in the subjective experience of ‘remembering’
(Dewhurst and Parry, 2000; Ochsner, 2000).
2.1. Methods
2.1.1. Participants
Forty undergraduate students from the University of Lancaster (20 female
and 20 male) participated in the present experiment. The range of ages of the
participants was 18–25. The Ethics Committee of the Department of Psychol-
ogy, University of Lancaster approved the experimental procedure prior to the
start of the study and all procedures were carried out with written consent of the
participants.
2.1.2. Design and stimulus materials
The experiment consisted of a within-subjects design using repeated
measures with three levels of emotion (neutral versus positive versus negative).
A set of 120 words was selected from a study by Dewhurst and Parry (2000) in
which participants were required to rate the emotionality of words. Based on
these ratings, three lists of words were created varying in emotional valence,
i.e., negative, positive and neutral. For the purpose of the present study, 40
words were selected from each emotional category list, giving 120 words in
total. Two word lists (Sets A and B) were then created (please see Appendix A),
each containing 60 words of which 20 were emotionally positive (e.g., peace,
rainbow), 20 emotionally negative (e.g., corpse, mucus) and finally 20 emo-
tionally neutral (e.g., mirror, cloak). The words in the two lists did not differ
significantly on frequency [t(59) = 0.419, p = 0.625, ns], on length
[t(59) = 0.497, p = 0.621, ns], or on imagery [t(59) = 0.516, p = 0.608, ns].
In addition, no significant differences were found on imagery ratings between
the negative and positive words [t(39) = 0.095, p = 0.925, ns], the negative and
neutral words [t(39) = 0.995, p = 0.326, ns], and the neutral and positive words
[t(39) = 0.900, p = 0.374, ns]. The lists were counterbalanced such that half the
participants in the present study were given Set A as targets and Set B as
distractors and the other half were given Set B as targets and Set A as distractors.
2.1.3. Procedure
Participants were randomly and sequentially presented with words on a
computer screen for 2 s with a 1 s inter-stimulus interval. They were informed
that they should try to remember these words as their memory for them would be
tested at a later stage. After the study phase participants were given a 10-min
distractor task which involved multiplication problems. Following the distractor
task, participants were given a recognition test. In this test, participants were
presented with the 60 target words and an additional 60 distractor words and
were required to make old/new decisions for each word by means of a key press.
Following an old response, participants were further required to make a
remember/know/guess decision. The instructions for the remember/know
responses were closely modelled from those by Rajaram (1993). Participants
were told that a ‘remember’ response meant that they could consciously
recollect the experience of having seen the word before. A ‘know’ response
meant that they could not consciously recollect the experience of having seen
the word before but simply just knew they had been presented with it.
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Participants were instructed to use the ‘guess’ option if they felt the word was
old but could not attribute either a ‘remember’ or a ‘know’ response to the word.
On completion of the recognition memory task, participants were debriefed,
thanked for their participation and dismissed.
2.2. Results
2.2.1. Overall recognition
Overall correct recognition hits were submitted to a three
(emotion: neutral versus positive versus negative) repeated
measures ANOVA. The analysis demonstrated a significant
effect of emotion [F(2,78) = 12.49, p < 0.01]. Pair-wise
comparisons were then carried out on this effect using a
Bonferroni correction to control the family-wise error rate at
the p < 0.05 level. This revealed that negative words were
recognized significantly more than both neutral and positive
words. No significant differences were found between the
neutral and positive words. In addition, the A-prime sensitivity
index was calculated on the recognition memory data (see
Pollack and Norman, 1964). A-prime varies from 0 to 1
whereby 0 indicates no discrimination (low sensitivity)
between hits and false alarms and 1 indicates perfect
discrimination (high sensitivity). A-prime scores were sub-
mitted to a three (emotion: neutral versus positive versus
negative) repeated measures ANOVA. The analysis demon-
strated a significant effect of emotion [F(2,78) = 10.53,
p < 0.001]. Pair-wise comparisons were then carried out on
this effect using a Bonferroni correction to control the family-
wise error rate at the p < 0.05 level. This revealed that
participant’s discrimination was significantly greater for the
positive than the neutral words (respective M: 0.85 versus 0.82).
In addition, discrimination was significantly higher for the
negative in comparison to the neutral words (respective M: 0.88
versus 0.82) (see Table 1 for all treatment means).
2.2.2. Subjective experience
Correct ‘remember’, ‘know’ and ‘guess’ responses were
then each submitted to separate three (emotion: neutral versus
positive versus negative) repeated measures ANOVAs. The
analysis on ‘remember’ responses revealed a significant effect
of emotion [F(2,78) = 13.60, p < 0.01]. Pair-wise comparisons
were then carried out on this effect using a Bonferroni
correction to control the family-wise error rate at the p < 0.05
level. This revealed that negative words (M = 0.56) elicited
significantly more ‘remember’ responses than either neutral
Table 1
Recognition performance (Hits) and false alarms (FA) as a function of word valen
Word valence
Neutral Positive
Hits FA Hits
Overall 0.66 (0.20) 0.12 (0.10) 0.72 (0.
Remember 0.42 (0.21) 0.01 (0.02) 0.45 (0.
Know 0.17 (0.11) 0.07 (0.08) 0.23 (0.
Guess 0.06 (0.07) 0.04 (0.05) 0.04 (0.
A-prime 0.81 (0.09) 0.85 (0.
Note: Standard deviations in parentheses.
(M = 0.42) or positive words (M = 0.45). No significant
differences were found between the neutral and positive
words. The analysis on ‘know’ responses revealed no effects
[F(2,76) = 2.46, p = 0.92, ns]. A similar lack of effects was
found in the analysis on ‘guess’ responses [F(2,78) = 1.31,
p = 0.27, ns] (see Table 1 for all treatment means).
The results of Experiment 1 revealed that both overall
correct recognition and the proportion of remember responses
was significantly greater for negative words in comparison to
both neutral and positive words. The effects of glucose
administration on this emotional enhancement effect was
investigated in Experiment 2.
3. Experiment 2
The aim of Experiment 2 was to address the role of glucose
on the emotional enhancement effects found in Experiment 1.
Whilst some research has shown that glucose administration
reduces memory accuracy for emotional material (Mohanty and
Flint, 2001; Parent et al., 1999), other research has found that
glucose has no effect on memory for emotional items (Ford
et al., 2002). However, research has shown that unless the
cognitive task is demanding, then glucose administration will
have no effect on cognitive performance (Scholey et al., 2001;
Sunram-Lea et al., 2002a,b). In Ford et al. (2002) study,
participants were given only 20 words to memorise leading to
average recognition scores of around 90% and it is possible that
the ease of this task is the reason behind the lack of a glucose
effect in their study. The results of Experiment 1 showed
average recognition scores of 72% using triple the number of
words to memorise and importantly the emotional enhancement
effect was still demonstrated. Using the same methodology as
Experiment 1, the aim of Experiment 2 was therefore designed
to investigate the effect of glucose administration on the
emotional enhancement effect under more difficult task
conditions.
3.1. Methods
3.1.1. Participants
Forty undergraduate students (14 males, 26 females) from the University of
Lancaster who had not taken part in Experiment 1 participated in the present
experiment for which they were paid £5. The range of ages of participants was
18–36 years (mean age = 22 years). Participants were not diabetic and had a
mean BMI of 22.5 kg/m2. The Ethics Committee of the Department of
ce and subjective experience (Experiment 1)
Negative
FA Hits FA
18) 0.24 (0.14) 0.78 (0.14) 0.16 (0.12)
21) 0.06 (0.07) 0.56 (0.20) 0.04 (0.06)
16) 0.11 (0.09) 0.18 (0.13) 0.08 (0.08)
06) 0.07 (0.08) 0.04 (0.06) 0.04 (0.06)
07) 0.88 (0.08)
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Table 2
Blood glucose levels (mmol/l) as a function of condition and time (Experiment
2)
Condition Time
T0 T25 T45
Glucose 4.93 (0.51) 6.80 (1.36) 7.37 (1.42)
Aspartame 5.21 (0.69) 5.58 (0.92) 5.45 (0.77)
Note: Standard deviations in parentheses.
Psychology, University of Lancaster approved the experimental procedure prior
to the start of the study and all procedures were carried out with written consent
of the participants.
3.1.2. Treatment
Participants received either 25 g of glucose or five tablets of aspartame
dissolved in 300 ml of water. Glucose was used in a dose of 25 g, as previous
studies in this and other laboratories have shown this dose to be effective for
memory enhancement (Foster et al., 1998; Kennedy and Scholey, 2000;
Sunram-Lea et al., 2001, 2002a,b, 2004). Five tablets of aspartame were used
since, when dissolved in 300 ml of water, the resulting sweetness was rated as
equivalent to that of the glucose solution.
3.1.3. Design and stimulus materials
The experiment had a double blind, placebo-controlled, between-subjects 2
(condition: aspartame versus glucose) � 3 (emotion: neutral versus positive
versus negative) mixed factorial design with repeated measures on the second
factor. The stimulus materials were identical to those used in Experiment 1. In
addition to the stimulus materials being counterbalanced across participants (as
in Experiment 1), the word lists were also counterbalanced across condition.
Participants were randomly allocated to the different experimental conditions as
they entered the laboratory. A between-subjetcs placebo-controlled design with
20 participants per treatment group was used, as past experience indicates that
this represents a suitable sample size to provide appropriate statistical power
and reveal the effect of glucose administration on declarative memory (Sunram-
Lea et al., 2001, 2002a,b, 2004). In addition, previous studies investigating the
relationship of emotional memory, glucose administration and/or blood glucose
levels using a between-subjects design have used similar sample sizes [for
example, N = 17 per condition, Blake et al. (2001); N = 10–14 per condition,
Mohanty and Flint (2001); N = 10 per condition, Parent et al. (1999)].
3.1.4. Procedure
Participants arrived at the laboratory and were randomly assigned to either
the aspartame or the glucose group. A double blind procedure was adopted so
that neither the participants nor the experimenter were aware of which condition
each person was allocated to. Each participant attended one test session that
lasted approximately 45 min. Participants were informed that they should not
eat or drink anything (except water) for 2 h before arriving in the laboratory. A
2-h fasting period was chosen as previous research has shown that this time
interval is sufficient to demonstrate the glucose memory facilitation effect
(Sunram-Lea et al., 2001, 2002a,b, 2004). Testing was carried out between
09:00 and 13:00 h. This time frame was chosen for convenience, as a previous
study demonstrated that circadian rhythms in glucose tolerance do not influence
glucose-mediated facilitation of cognitive performance, and that glucose-
related memory facilitation can be observed after 2 h of fasting throughout
the day (Sunram-Lea et al., 2001). All participants were informed that they
would undergo cognitive testing related to human memory performance, and
that they were required to consume a non-harmful, non-intoxicating drink.
Participants were asked to give information about their age, weight, and height.
At the beginning of each session (i.e., before drink ingestion), baseline
blood glucose levels were measured. All participants agreed to have their blood
glucose levels monitored. They were reassured that they were permitted to
withdraw without prejudice during the experiment if they were not willing to
have small samples of blood taken. Blood glucose readings were obtained using
the ExacTech blood glucose monitoring equipment (supplied by MediSense
Britain Ltd., 16/17 The Courtyard, Gorsey Lane, Coleshill, Birmingham B46
1JA), following the manufacturer’s recommended procedure. All participants
then received either a glucose- or an aspartame-containing drink depending on
the group they had been allocated to and asked to consume the drink as quickly
as possible. There was a 15-min delay between participants finishing their drink
and the start of the study phase.
The study phase in Experiment 2 was identical to that of Experiment 1.
Participants were randomly presented with a set of emotionally neutral, positive
and negative words and asked to memorise them as their memory for these
words would be tested. Following the study phase, all participants gave a second
blood glucose sample and then completed some multiplication problems as a
distractor phase for 10 min. They were then given the recognition test in which
they had to make old/new as well as remember/know/guess judgements.
Following the completion of the recognition test, participants gave their third
and final blood sample and then were thanked, debriefed, paid and dismissed.
3.2. Results
3.2.1. Glycaemic response
Blood glucose levels were submitted to a 2 (drink: glucose
versus placebo) � 3 (time: i.e., at what point blood glucose was
measured; T0 = baseline blood glucose levels, T25 = 25 min
post ingestion, T45 = 45 min post ingestion) mixed factorial
ANOVA (see Table 2 for all treatment means). The analysis
revealed a main effect of drink [F(1,38) = 15.01, p < 0.01], a
main effect of time [F(2,76) = 34.13, p < 0.01], and a significant
drink � time interaction [F(2,76) = 21.01, p < 0.01]. Simple
main effects analyses on this interaction (supplemented with a
Bonferroni correction) revealed a significant effect of time on the
glucose group [F(2,38) = 33.32, p < 0.01] whereby blood
glucose levels were significantly greater both at T25 and T45
in comparison to T0. Although there was a strong tendency for
blood glucose levels to be higher at T25 and T45 compared to T0
in the aspartame group, the simple main effects analysis just
failed to reach significance [F(2,38) = 3.04, p = 0.05]. The
analyses also revealed that whilst there were no differences
between the aspartame and glucose groups at T0, blood glucose
levels were significantly greater in the glucose compared to the
aspartame group both at T25 [F(1,38) = 10.96, p < 0.01] and
T45 [F(1,38) = 28.37, p < 0.01].
3.2.2. Overall recognition
Overall correct recognition hits were submitted to a 3
(emotion: neutral versus positive versus negative) � 2 (condi-
tion: aspartame versus glucose) mixed factorial ANOVA. The
analysis revealed a main effect of emotion [F(2,76) = 6.78,
p = 0.01]. Pair-wise comparisons were then carried out on this
effect using a Bonferroni correction to control the family-wise
error rate at the p < 0.05 level. This revealed that recognition of
negative words (M = 0.79) was significantly greater than that of
either neutral or positive words (respective M: 0.72 versus 0.73).
No significant differences were found between the neutral and
positive words. The effect of condition was not significant
[F(2,76) = 0.07, p = 0.78, ns], nor was the emotion � condition
interaction [F(2,76) = 2.02, p = 0.14, ns]. A-prime scores were
then submitted to a 3 (emotion: neutral versus positive versus
negative) � 2 (condition: aspartame versus glucose) mixed
factorial ANOVA. The analysis demonstrated a significant effect
of emotion [F(2,76) = 11.19, p < 0.001]. Pair-wise comparisons
were then carried out on this effect using a Bonferroni correction
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Table 3
Recognition performance (Hits) and false alarms (FA) as a function of condition, word valence and subjective experience (Experiment 2)
Condition Word valence
Neutral Positive Negative
Hits FA Hits FA Hits FA
Aspartame
Overall 0.72 (0.20) 0.10 (0.09) 0.76 (0.16) 0.21 (0.16) 0.78 (0.19) 0.15 (0.12)
Remember 0.49 (0.27) 0.02 (0.03) 0.49 (0.25) 0.04 (0.05) 0.55 (0.26) 0.02 (0.04)
Know 0.21 (0.14) 0.06 (0.06) 0.23 (0.17) 0.12 (0.11) 0.20 (0.21) 0.08 (0.08)
Guess 0.02 (0.05) 0.02 (0.04) 0.04 (0.07) 0.05 (0.10) 0.03 (0.05) 0.05 (0.05)
A-prime 0.88 (0.06) 0.86 (0.06) 0.89 (0.06)
Glucose
Overall 0.72 (0.17) 0.10 (0.11) 0.70 (0.19) 0.26 (0.15) 0.80 (0.11) 0.18 (0.12)
Remember 0.45 (0.19) 0.01 (0.04) 0.39 (0.18) 0.06 (0.07) 0.54 (0.19) 0.05 (0.04)
Know 0.21 (0.20) 0.04 (0.06) 0.24 (0.18) 0.13 (0.10) 0.21 (0.19) 0.09 (0.08)
Guess 0.06 (0.08) 0.05 (0.05) 0.07 (0.07) 0.07 (0.09) 0.05 (0.07) 0.04 (0.04)
A-prime 0.88 (0.07) 0.80 (0.10) 0.88 (0.06)
Note: Standard deviations in parentheses.
to control the family-wise error rate at the p < 0.05 level. This
revealed that participant’s discrimination was significantly
greater for the neutral than the positive words [respective M:
0.88 versus 0.83]. In addition, discrimination was significantly
higher for the negative in comparison to the positive words
(respective M: 0.88 versus 0.83). The effect of condition was
not significant [F(1,38) = 1.96, p = 0.16, ns], nor was the
emotion � condition interaction [F(2,76) = 2.74, p = 0.07, ns]
(see Table 3 for all treatment means).
3.2.3. Subjective experience
Correct ‘remember’, ‘know’ and ‘guess’ responses were
then each submitted to separate 3 (emotion: neutral versus
positive versus negative) � 2 (condition: aspartame versus
glucose) mixed factorial ANOVAs. The analysis on ‘remember’
responses revealed a main effect of emotion [F(2,76) = 7.65,
p < 0.01]. Pair-wise comparisons were then carried out on this
effect using a Bonferroni correction to control the family-wise
error rate at the p < 0.05 level. This revealed that ‘remember’
responses for negative words (M = 0.54) were significantly
greater than that of either neutral or positive words (respective
M: 0.46 versus 0.44). No significant differences were found
between the neutral and positive words. The effect of condition
was not significant [F(2,76) = 0.66, p = 0.42, ns], nor was the
emotion � condition interaction [F(2,76) = 1.08, p = 0.34, ns].
No effects were found in the analyses on either ‘know’ or
‘guess’ responses (see Table 3 for all treatment means).
A further series of analyses in the form of correlations were
carried out in order to test (i) whether there was a relationship
between blood glucose levels at 25 and 45 min and recognition
memory performance and (ii) whether individual differences in
the glycaemic response to a glucose drink had any effects on
recognition memory.
3.2.4. Relationship between blood glucose level and
memory
Analysis of the Pearson’s product moment correlation
coefficient (two-tailed) across drink conditions showed a
significant negative correlation between blood glucose levels at
T45 and number of correct recognition hits for positive items
(r = �0.42; p < 0.01). Further analysis of the subjective
experiences revealed a significant negative correlation between
blood glucose levels at T45 and number of correct ‘remember’
responses for positive items (r = �0.35; p < 0.05). Moreover,
there was a significant negative correlation between blood
glucose levels at T45 and number of false alarms for neutral
items (r = �0.39; p < 0.01). No significant correlation between
blood glucose levels at T25 and memory performance (correct
and false alarms) was observed.
3.2.5. Glucoregulation indices and emotional memory
Previous research has suggested that individual differences
in the ability to regulate blood glucose levels following a
glucose drink influences the degree to which glucose
administration affects memory performance (Messier et al.,
1999). As the effect of glucose administration on emotional
memory may also be moderated by glucoregulatory control we
decided to examine the relationship between the ability to
regulate glucose levels and memory performance following
administration of a glucose drink. In order to assess the degree
of glycaemic control we used two glucoregulation indices, that
is (i) recovery from evoked glucose levels which is defined as
the difference between evoked glucose levels 45 min post
glucose administration and fasting glucose levels (previously
used by Awad et al., 2002; Craft et al., 1994; Donohoe and
Benton, 2000; Meikle et al., 2004; Messier et al., 1997, 1999),
and (ii) area under the curve of evoked glucose levels (see for
example Awad et al., 2002). It is important to note, that
although a high correlation was observed between both indices
(r = 0.82; p < 0.01) they differed in terms of their relationship
with memory performance. In terms of recovery and memory
performance, a significant negative correlation for recognition
of negative items (r = �0.47; p < 0.05), and false alarms for
both neutral (r = �0.54; p < 0.05) and positive items
(r = �0.05; p < 0.05) was observed. There was no significant
correlation between area under the curve and correct
K.R. Brandt et al. / Biological Psychology xxx (2006) xxx–xxx 7
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recognition memory, but a significant negative correlation
between area under the curve and false alarms for positive items
(r = �0.51; p < 0.05).
4. General discussion
The aim of the present research was to provide a more
comprehensive investigation than has been previously offered
into the effects of glucose administration on the emotional
enhancement effect (Ford et al., 2002; Mohanty and Flint, 2001).
Experiment 1 was designed to establish the effects of emotional
words on memory by investigating valence (how positive or
negative an item is), by measuring the qualitative nature of the
emotional enhancement effect (i.e., subjective experiences) as
well as looking at quantitative measures. Experiment 2 was then
designed to specifically explore the effects of glucose admin-
istration on the emotion effects found in Experiment 1.
The results of Experiment 1 revealed that negative words were
better recognized and remembered compared to both positive
and neutral words, thereby replicating results found using mixed
lists (neutral, positive, negative) of pictorial material (Ochsner,
2000) and extending these effects to verbal material. The present
results did not however find that positive words were recognized
or ‘remembered’ more than neutral words, an effect that has been
previously demonstrated using both pictures and words
(Dewhurst and Parry, 2000; Ochsner, 2000). Although Dewhurst
and Parry (2000) demonstrated an emotional enhancement effect
using positive words, this effect was found using lists which
included neutral words only. In light of the present results, it
therefore appears that the memory advantage associated with
positive words may only emerge when these words are presented
in the context of neutral words alone. Hence the presence of
negative words appears to reduce the salience of and therefore the
memory advantage for positive words. The lack of a memory
advantage for positive words in the present research coupled with
the presence of such an effect for positive pictures in the Ochsner
(2000) study, is most likely due to the finding that the effects of
emotion are significantly more enhanced when using pictures
than words (Hamann, 2001). Taken together, this suggests that
the emotional enhancement effect is much stronger for negative
than positive stimuli as the presence of an effect of positive
material appears to be dependent on using pictures or on the use
of lists that do not contain negative words. In light of previous
research, the present results therefore suggest that negative
valence seems to be the main factor driving the emotional
enhancement effect in recognition memory.
However, it is important to note that the stronger emotional
enhancement effect observed for negative stimuli might also be
due to arousal. It has been shown that emotional stimuli can be
defined in terms of valence (i.e., the degree to which an item is
negative, neutral or positive), and in terms of arousal (i.e., the
degree to which an item leads to physiological and/or
psychological arousal; Lang et al., 1993; Russell, 1980). In
addition, both factors appear to contribute independently to the
emotional enhancement effect of memory performance via
distinct neural and cognitive mechanisms (for a recent review
see Kensinger, 2004). As level of arousal elicited by positive
and negative words was not assessed in the present study it is
not possible to determine whether the negative stimuli led to
greater levels of arousal than the positive stimuli, which in turn
resulted in enhanced memory for these items. One task for
future research should be to carefully control for the relative
contribution of arousal and valence to the memory enhance-
ment effect.
The results of Experiment 2 demonstrated that compared to
the aspartame group, circulating blood glucose levels were
significantly higher in the glucose group after glucose
administration. Interestingly, there was a nearly statistically
significant increase in blood glucose levels in the aspartame
group following presentation of the study material compared to
baseline measures. This finding is consistent with the results
from Blake et al. (2001) who found that studying emotional
pictures significantly increased circulating blood glucose levels
in the aspartame group (see also Ford et al., 2002; Parent et al.,
1999). The results from the aspartame group also replicated the
results found in Experiment 1 in demonstrating increased
recognition and greater ‘remembering’ for negative words in
comparison to both positive and neutral words. Importantly, the
present results demonstrated that glucose administration had no
effect on memory performance compared to the aspartame
group, hence the glucose group also demonstrated greater
recognition and ‘remembering’ for negative compared to both
positive and neutral words.
One possible explanation as to the lack of a glucose effect
may be due to the nature of the material to be encoded. Blake
et al. (2001) found that encoding emotional material led to an
increase in circulating blood glucose levels in comparison to
neutral stimuli. The authors concluded that the emotional
enhancement effect was therefore due to emotional stimuli
increasing blood glucose levels which in turn improved
memory performance. This conclusion is reflected by the view
that emotionally significant or stressful events lead to a release
of adrenaline from the adrenal medulla which is then followed
by an increase in plasma glucose levels through hepatic glucose
release. A number of findings suggest that this increase in
glucose levels subsequent to peripheral adrenaline actions
contribute to enhancement of memory storage processing
(Gold, 1991; Wenk, 1989). However the memory enhancing
effect of glucose follows an inverted U-shaped curve such that
there is a cut-off point at which increasing glucose levels will no
longer benefit memory and further increasing glucose levels
will in fact begin to impair memory performance (Gold et al.,
1986). Replicating previous research by Parent et al. (1999), the
results of the present research demonstrated that whilst glucose
ingestion before viewing emotional material further increased
circulating blood glucose levels compared to the aspartame
group, there was no additional memory benefit.
Thus, the presence of glucose effects on memory for
emotional material may be dependent on the dose of glucose
administered. In a recent review Messier (2004) suggested that
for young human adults lower dosages of glucose (25 g)
appeared to be more effective in improving memory performance
(for neutral items) whereas for aged human adults higher dosages
(50–75 g) were needed in order to reliably improve memory.
K.R. Brandt et al. / Biological Psychology xxx (2006) xxx–xxx8
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Consequently, the lack of a glucose effect observed in the present
study does not appear to be due to the fact that the dosage used
does not improve memory performance per se. What this finding
suggests is that the dosage used is not the optimal dose for
memory enhancement of emotional stimuli. Previous research
has demonstrated that administration of 50 g of glucose impaired
memory for emotional material (Mohanty and Flint, 2001; Parent
et al., 1999), whereas research using 25 g of glucose has shown
no effect of glucose and hence the emotional enhancement effect
remains (Ford et al., 2002; the present study). These findings
suggest that the additive effect of glucose ingestion and a rise in
glucose levels due to the emotional nature of the stimuli shifts the
previously observed dose–response curve. That is to say, whereas
memory for neutral events benefits from the administration of a
25-g dose of glucose (for example Sunram-Lea et al., 2001,
2002a,b), no such effect is observed for emotional material (Ford
et al., 2002, present research). A second possibility is that the
effects of glucose on emotional memory may follow a downward
linear trend. It may be the case that glucose administration will
never further enhance emotional memory beyond that obtained in
normal control conditions. Hence, at a dose of 25 g, glucose has
no effect but increasing doses will impair performance gradually
(as they certainly do at 50 g).
In the present study, high blood glucose levels were associated
with improved memory performance for neutral material
(in terms of number of false alarms) and poorer memory for
positive items (irrespective of drink). These findings tentatively
support the notion that high blood glucose levels may indeed
impair memory performance for emotional items, but improve
memory for neutral items and suggest that memory for emotional
material which in itself may lead to a rise in blood glucose levels,
may not be facilitated by additional glucose administration.
Previous research has demonstrated that presentation of
emotional stimuli results in an increase in blood glucose levels
which in turn leads to memory facilitation for such items
compared to neutral items (Blake et al., 2001; Parent et al., 1999;
Scholey et al., 2006). This research investigated the effect of
emotional stimuli on blood glucose levels using ‘pure’ stimulus
lists (i.e., word lists containing emotional items only). In the
present study the use of mixed word lists might have prevented
clear facilitation of memory for neutral items (in the glucose
condition) as presentation of emotional items (which raised
blood glucose levels) in conjunction with glucose administration
might have resulted in a sub-optimal glycaemic response for
memory facilitation. This might therefore explain the failure to
observe any memory facilitation for neutral items in the present
study. One important task for future research will be to determine
the dose–response relationship for the effects of glucose
administration on emotional memory for ‘pure’ (emotional
versus neutral) and mixed sets of stimuli.
It is also possible that the presence of glucose effects on
memory for emotional material is dependent on inter-individual
differences in glucoregulation mechanism. Past research has
suggested that differences in an individual’s ability to regulate
blood glucose levels following a glucose drink may influence
the degree to which glucose administration affects memory
performance (Messier et al., 1999). The findings of the present
study suggest, if only tentatively, that this may also be the case
for memory of emotional material. Following administration of
a glucose drink, individuals whose blood glucose levels
returned quickly to baseline following glucose ingestion had
better recognition memory for negative items, but also made
more errors when recognizing neutral or positive items.
Moreover, larger evoked glycaemic responses (area under the
curve) following glucose ingestion was associated with better
memory for positive items (fewer errors). Individuals’ blood
glucose regulation might affect the degree to which they are
susceptible to the effects of glucose administration on
emotional memory and this in turn might affect the degree
to which additional glucose administration affects memory for
emotional material. Consequently, inter-individual glycaemic
response variability to glucose administration needs to be taken
into account when investigating the dose–response relationship
for the effects of glucose administration on emotional memory.
A second possible explanation as to the lack of a glucose
effect may be related to the cognitive demand of the memory
task. Ford et al. (2002) argued that the lack of a glucose effect in
their study was probably due to the often reported finding that
the effects of glucose tend to be restricted to more cognitively
demanding tasks (Scholey et al., 2001; Sunram-Lea et al.,
2002b). In order to address this issue, the present research
provided a more cognitively demanding task by a 3-fold
increase in the study list as well as the inclusion of a retention
interval. The lower means in the present results in comparison
to the results by Ford et al. (2002) demonstrate that our task was
indeed more cognitively demanding, yet the present research
still failed to demonstrate an effect of glucose.
A further task for future research will be to explore the effects
of glucose administration on emotion using even more
cognitively difficult task conditions, such as tests of recall or
even using dual task conditions. It is important to note that robust
glucose facilitation of memory has usually been observed in
studies in which a concurrent task was carried out during
encoding, suggesting that the possible ‘‘depletion’’ of episodic
memory capacity and/or glucose-mediated resources in the brain
due to performing a concomitant task might be crucial to the
demonstration of a glucose facilitation effect (Sunram-Lea et al.,
2002b). In fact, recent research has investigated the effects of
dual task conditions on both glucose levels and emotional
memory in the absence of glucose administration. Scholey et al.
(2006) found that circulating blood glucose levels were
significantly reduced under dual task compared to low effort
conditions. The results showed that under dual task conditions
overall memory performance decreased. Moreover, no memory
advantage for emotional material was found, either under dual
task or in low effort conditions. The authors argued that the lack
of an emotion effect in their study could be due to the use of pure
lists of emotional or neutral words, which is consistent with
previous research showing null effects of emotion under these
circumstances (Dewhurst and Parry, 2000).
Hence, whilst the inclusion of dual task conditions is often
necessary in order to produce an effect of glucose, at present it is
still unclear how such conditions will affect the emotional
enhancement effect in memory. A further task for future research
K.R. Brandt et al. / Biological Psychology xxx (2006) xxx–xxx 9
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will be to explore whether the depletion in circulating blood
glucose levels that occur under dual task conditions is sufficient
to eliminate the emotional enhancement effect found under
normal low effort conditions (as demonstrated in Experiment 1).
Additionally, the use of pictures rather than words would be
beneficial as these produce stronger and more robust effects in
emotion (Hamann, 2001). These studies will provide further
clarification of whether glucose does indeed have a role to play in
the emotional enhancement effect.
Future research should also attempt to further our under-
standing about the underlying mechanisms and brain areas
implicated in the glucose enhancement effect. Glucose facilita-
tion appears to be most pronounced on measures of memory
performance pertaining to hippocampal function (Craft et al.,
1994; Korol and Gold, 1998; Messier and Gagnon, 1996). The
hippocampus is the brain region most strongly implicated in
declarative long-term memory performance, with the left
hippocampal region generally thought to mediate memory of
verbal materials and the right hippocampal region thought to
mediate memory for non-verbal (e.g., spatial) materials (for a
recent review see Aggleton and Brown, 1999). By contrast, it has
been suggested that memory for emotional events is amygdala-
dependent, as emotionally influenced memory is impaired in
patients with lesions of the amygdala (Cahill et al., 1995;
Adolphs et al., 1997). Animal data suggest that emotional arousal
activates the amygdala and that such activation results in the
modulation of memory storage occurring in other brain regions
(McGaugh et al., 1996). In the case of episodic memory,
engagement of the amygdala by emotional stimuli is thought to
up-regulate responses in the hippocampus, resulting in memory
enhancement (McGaugh et al., 1996). More specifically, it has
been suggested that enhanced emotional memory is associated
with a beta-adrenergic-dependent modulation of amygdala–
hippocampal interactions (Strange and Dolan, 2004). It has long
been recognized that the effects of adrenaline on memory
performance are blocked by peripheral administration of
adrenergic antagonists (Gold and Sternberg, 1978). Importantly
however the effects of glucose administration on memory are still
observable in the presence of alpha- or beta-adrenergic receptor
blockers (Gold et al., 1986). Taken together these results
highlight the importance in further investigating the role that
glucose plays in the suggested amygdala–hippocampal interac-
tion generated by beta-adrenergic-dependent activation.
5. Conclusions
Past research has found mixed results in terms of whether
glucose has a part to play in the emotional enhancement effect.
The results of the present research have demonstrated that at
lower doses of glucose, the emotional enhancement effect
remains intact. Coupled with the finding that higher levels of
glucose impair memory for emotional material, the present
research suggests that presentation of emotional stimuli shifts
the previously observed dose–response curve for neutral
material. One important task for future research will be to
determine the dose–response relationship for the effects of
glucose administration on emotional memory.
Appendix A. Word lists as a function of study set and
valence
Set A
Set BNeutral
Positive Negative Neutral Positive NegativeAcademy
Baby Ashamed Admiral Angel AgonyBaron
Blossom Blame Apron Beach BeastBotany
Cheerful Blood Buckle Charity GriefChoir
Desire Cancer Carpet Comedy CoffinAccount
Feast Corpse Agency Joke LonelyAverage
Friend Burden Collar Fantasy EvilCloak
Calm Disease Comet Fortune FailureCostume
Harmony Damage Duchess Laugh FilthHammer
Holiday Despair Envelope Freedom GutterHockey
Humour Grave Fork Fun HatredHorse
Joy Gloom Herd Heaven LossLeaflet
Loyalty Manure Inch Hobby MiseryLogic
Luxury Mucus Journal Honesty MurderMatch
Peace Odour Iron Honour PatheticMirror
Eager Poison Plate Kiss PovertyContext
Happy Reptile Library Kitten PunishOunce
Rainbow Scream Ruler Love ShameRibbon
Relax Guilt Scroll Smile SlimeShield
Romance Spider Stripe Miracle SolemnSymbol
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