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Social Cognitive and Affective Neuroscience Advance Access published March 12, 2010


doi:10.1093/scan/nsq023                                                                                                                                  SCAN (2010) 1 of 9


The power of charisma—perceived charisma
inhibits the frontal executive network of
believers in intercessory prayer
Uffe Schjoedt,1,2,3 Hans Stødkilde-Jørgensen,2 Armin W. Geertz,1 Torben E. Lund,3 and Andreas Roepstorff,3,4
1
 Department of the Study of Religion, Aarhus University, 2MR-Research Centre, Aarhus University Hospital, 3Center of Functionally
Integrative Neuroscience, Aarhus University Hospital, and 4Department of Social Anthropology, Aarhus University, Denmark


This study used functional magnetic resonance imaging to investigate how assumptions about speakers’ abilities changed the
evoked BOLD response in secular and Christian participants who received intercessory prayer. We find that recipients’ assump-
tions about senders’ charismatic abilities have important effects on their executive network. Most notably, the Christian partic-
ipants deactivated the frontal network consisting of the medial and the dorsolateral prefrontal cortex bilaterally in response to
speakers who they believed had healing abilities. An independent analysis across subjects revealed that this deactivation pre-
dicted the Christian participants’ subsequent ratings of the speakers’ charisma and experience of God’s presence during prayer.




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These observations point to an important mechanism of authority that may facilitate charismatic influence, a mechanism which is
likely to be present in other interpersonal interactions as well.


Keywords: fMRI; executive network; trust; authority; charisma; prayer


INTRODUCTION                                                                                                  in which incongruency between object and valence
In the classic study of charismatic authority, sociologist Max                                                (e.g. insect þ pleasant) impair task performance and signifi-
Weber stressed the importance of followers recognising the                                                    cantly increase activation of the frontal executive network
charismatic healer or leader as endowed with special powers                                                   (Chee et al., 2000; Fuentes, 2004).
(Weber, 1922). Even though most scholars of religion con-                                                        Similar effects have been demonstrated in the social
sider this recognition of powers to be a central aspect in the                                                domain where negative social categories have been reported
social and psychological dynamics of charismatic authority                                                    to increase cognitive load on the executive system, whereas
(Dow, 1969; Willner, 1984; Barker, 1993; Turner, 2003),                                                       positive social categories seem to have the opposite effect. In
cognitive mechanisms of this are rarely discussed. In this                                                    one study, Richeson et al. (2003) showed that white individ-
study, we investigate how recognition of sender’s charismatic                                                 uals activate the executive network in response to pictures of
abilities affects recipients’ neural response and subjective                                                  black faces according to their level of racial bias (Richeson
experience in interpersonal interaction. We find that recip-                                                  and Shelton, 2003). Bartels and Zeki, on the other hand,
ients’ assumptions about senders’ charismatic abilities have                                                  have demonstrated that watching pictures of loved ones
important effects on their executive network.                                                                 cause subjects to deactivate the executive and social cognitive
   It is a general finding that attentional processing and exec-                                              networks (Bartels and Zeki, 2000; 2004). Wraga et al. have
                                                                                                              further shown that women improve task performance in an
utive function recruit the same frontal regions and therefore
                                                                                                              Imagined Rotation-task when primed with positive stereo-
compete for resources in critical situations (Engle et al.,
                                                                                                              types (Wraga et al., 2006).
1995; Richeson et al., 2003; Fuentes, 2004). Cognitive load
                                                                                                                 We argue that such effects may have direct consequences
on the attentional system therefore influences negatively on
                                                                                                              on social interaction, especially because the valence of social
executive function, e.g. performance in Stroop tasks (Engle
                                                                                                              categories depends on cultural framing and individual expe-
et al., 1995; Garavan et al., 1999). Interestingly, this effect has
                                                                                                              rience. Establishing negative assumptions about a person or
been demonstrated in Implicit Association Tests (IAT)
                                                                                                              group seems to impair communication even at the level of
Received 7 April 2009; Accepted 16 February 2010
                                                                                                              executive processing (Richeson et al., 2003), whereas positive
   This work was done in collaboration with the MR Research Centre and the Center of Functionally             assumptions by contrast may facilitate communication.
Integrative Neuroscience (CFIN), Aarhus University Hospital and the Department of the Study of Religion,      Insights from hypnosis research expand on this idea by pro-
Aarhus University. Andreas Roepstorff was supported by grants from the Danish National Research Foundation
and the Danish Research Council for Culture and Communication. Thanks to Else-Marie Jegindø for practical
                                                                                                              posing a causal mechanism for such facilitation. In this line
assistance and a special thanks to Chris Frith for important comments and advice on the experimental design   of research, it is generally argued that during hypnosis sub-
and data analysis.                                                                                            jects inhibit their executive system as they ‘hand over’ the
   Correspondence should be addressed to Uffe Schjoedt. Department of the Study of Religion, Aarhus
                                   ˚
University, Taasingegade 3, 8000 Arhus C, Denmark, E-mail: us@teo.au.dk
                                                                                                              executive control to the hypnotist (Kaiser et al., 1997; Egner
                                                                                                              and Raz, 2007). Indeed, it has been demonstrated that
ß The Author (2010). Published by Oxford University Press. For Permissions, please email: journals.permissions@oxfordjournals.org
2 of 9   SCAN (2010)                                                                                                            U. Schjoedt et al.

hypnotic susceptibility is associated with frontal inhibition                 Rating on a scale from 1–10 (group mean, 90% CI)
                                                                   High
(Gruzelier et al., 2002; Jamieson and Sheehan, 2004;                    10
Gruzelier, 2006; Egner and Raz, 2007) and that instructions
received during hypnotically induced inhibition influence                 9

how subjects subsequently perceive and relate to stimuli
                                                                          8
(MacLeod and Sheehan, 2003; Raz, 2004).
   We hypothesize that a mechanism similar to that of hyp-                7
nosis may facilitate charismatic influence. More specifically,
we hypothesize that subjects’ recognition of the charismatic              6

authority enhances their susceptibility to charismatic influ-
                                                                          5
ence by down-regulating their executive system. In order
to test this hypothesis, we used functional magnetic reso-                4
nance imaging (fMRI) to investigate how assumptions
about speakers’ healing abilities changed the evoked BOLD                 3

response in 18 secular and 18 Christian participants who
                                                                          2
received intercessory prayer. Briefly, the participants were
led to believe that they received intercessory prayers by          Low 1




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speakers with different religious status; a non-Christian, a                          Christian group                       Secular group
Christian and a Christian know for his healing powers.                          Belief in God's existence
                                                                                Belief in healing through intercessory prayer
                                                                                Belief that some persons have charismatic gifts of healing
                                                                                Belief in the efficacy of prayer through radio and tv
METHODS
Participants                                                     Fig. 1 Participants’ ratings of beliefs on a scale from 1 to 10 (90% CI).
Thirty-seven young males (n ¼ 15) and females (n ¼ 22) par-
                                                                 post-scan questionnaires. While charismatic Christians gen-
ticipated in the study (one male participant was discarded in
                                                                 erally share the lay notions of charismatic persons, e.g.
the analysis due to image acquisition errors). Eighteen par-
                                                                 charming individuals with extraordinary persuasive powers,
ticipants were devoted Christians (mean age ¼ 23 s.d. Æ 2.6)
                                                                 they also associate the term ‘Charisma’ with its original
and 18 were secular participants (mean age ¼ 26.4 s.d. Æ 4.9)
                                                                 meaning, a Greek word used by Paul in the New
with no prior experience of practicing prayer (see Results
                                                                 Testament for ‘divine gifts’ to describe the powers of the
section). Participants were recruited via posters and
                                                                 early Christians which he understood as manifestations of
announcements at various events and meetings, e.g. at
                                                                 the Holy Spirit (Corinth 1:12), e.g. wisdom, prophecy,
prayer meetings. The Christian participants belonged to dif-
                                                                 speaking in tongues (glossolalia) and healing powers.
ferent charismatic denominations (mainly the Pentecostal
Movement), which are jointly characterized by an extensive
practice of intercessory prayer both collectively and in pri-    Conditions and procedures
vate. These participants demonstrated coherency in all           All participants were told before the experiment that the
important aspects in relation to this study, e.g. experience     study investigated the neural substrates of intercessory
and frequency of prayer, and belief in healing through           prayer but they received no mention of our particular inter-
prayers, and belief in persons with special healing powers       est in the effects of the speakers’ religious status. The actual
(see Results section, Figure 1). The secular participants        design and research interests were revealed to the partici-
were mostly BA students of the humanities with no experi-        pants after the experiment. The participants were instructed
ence of praying and no belief in the healing effects of prayer   to listen to 18 different prayers performed by three different
(see Results section). Based on the inconclusive evidence on     male speakers. Before each prayer, the participants were told
the relation between charismatic believers and personality       through headphones which of the three categories the pray-
traits (Taylor and MacDonald, 1999) and hypnotic suscep-         ing speaker belonged to: non-Christian, Christian, or
tibility (Groth-Marnat et al., 1999), we decided not to obtain   Christian known for his healing powers (these cues were
data on hypnotic susceptibility or personality traits.           discarded in the analysis). In fact, the three speakers were
   Because our study investigated the effects of charismatic     all ‘ordinary’ Christians who had each recorded 18 prayers
authority in the specific Christian context of intercessory      that were then randomly allocated into these three cate-
prayer, we expected the concept of charisma to differ in         gories. Thus, the participants were led to believe that six
Christian and secular participants. Nevertheless, we did not     prayers were performed by a non-Christian speaker,
instruct participants to use a uniform definition of charisma    six prayers were performed by a Christian speaker and six
in their post-scan evaluation of speakers (see Results sec-      prayers were performed by a Christian known for his healing
tion), because this would interfere with the central effect of   powers. Each of the actual speakers were allocated an equal
having diverse cultural frameworks. The term ‘charisma’ was      number of times to each of the three categories in order to
therefore not used during the experiment except for in the       filter out noise from the individual speech, e.g. prior
Power of charisma                                                                                           SCAN (2010)       3 of 9

experience with praying, intonation, dialects and accents,         Table 1 Speaker stimulus
etc. The participants were randomly divided into three
                                                                                                             Actual Speaker
groups that received the prayers in either of three different
sets of stimulus, St1, St2 and St3 (Table 1).                      Experimental Design            A              B              C
   After 10 min of structural scanning, which habituated the
participants to the MR environment, they were presented            Perceived speaker
                                                                      Non-Christian               St3            St1            St2
with the auditory stimuli through headphones. The sound
                                                                      Christian                   St1            St2            St3
level was adjusted to individual preferences prior to the             Christian known for his     St2            St3            St1
fMRI scan. Each condition lasted 30 s and was repeated six               healing powers
times. We contrasted the prayers with a secular counterpart, a
speech with same structure as prayer, but without religious
content (for further examples of prayers and secular counter-      lasted 30 s, a high pass cut-off at 256 s was used in order to
parts, see Supplementary material). We then implemented the        retrieve the entire signal of the paradigm. This cut-off is
contrast images in a three-by-three full factorial design (Table   longer than we would normally use, but additional analyses
1). Prior to the four main conditions we further introduced        were made, to test the impact of this particular choice. The
two other tasks: a simple verbal condition (random read from       analysis using the standard cut-off point of 128 s confirmed
telephone book) and rest. However, because these tasks had         the activations in the regions of interest, although as expected




                                                                                                                                       Downloaded from scan.oxfordjournals.org by guest on August 9, 2010
not been interspersed with the four main conditions we             due to our model, at weaker signal intensities (see
decided to discard these in the final data analysis. Prior to      Supplementary Figure S1). Anatomical localizations of local
scanning, the participants were asked to read a brief statement    maxima were assessed by reference to the WFU PickAtlas 2.3
from each of the three perceived speakers, which indicated         (Maldjian et al., 2003; 2004). The second-level analysis used
their status as non-Christian, Christian and Christian known       to test the effects of the praying speakers’ religious status was
for his healing powers (See Supplementary data).                   analyzed in a three-by-three full factorial design, where
   Questionnaires on the participants’ confidence in God’s         non-sphericity between conditions was modelled. Table 2
existence, experience and frequency of praying, belief in          includes anatomical regions, cluster size of functional
healing through prayer, belief in persons with special healing     voxels, MNI coordinates and Z-value. The results of these
powers, long distance healing, etc., were provided pre-scan        contrasts are thresholded at P < 0.05 corrected for multiple
(see Results section), while questionnaires about the per-         comparisons (False Discovery Rate, Genovese et al., 2002). As
ceived speakers and experience of God’s presence were              large areas of activated regions typically give rise to a large
provided post-scan (see Results section). These data were          number of false discoveries the thresholding was further
analyzed in SPSS 16.                                               increased to Z ¼ 3.0 and a cluster size threshold of 15 voxels.

Image acquisition and data analysis                                RESULTS
The fMRI was carried out by using echo planar imaging              The Christian participants were all highly religious. On a
(EPI) and was performed on a 1.5 Tesla GE Signa using              scale from 1–10 where 1 is ‘‘I do not believe in God’s exis-
the standard head coil for radiofrequency transmission and         tence’’ and 10 is ‘‘I am absolutely certain of God’s existence’’,
signal reception. For whole-brain coverage, 30 axial slices        all Christian participants reported a strong confidence in
(3 mm slice thickness, 1 mm spacing, in plane resolution           God’s existence (Figure 1). They demonstrated a strong
3.75 mm  3.75 mm, matrix size 64  64) was used. Other            belief in the possibility of healing through prayer, and they
acquisition parameters were: repetition time TR ¼ 3000 ms,         all agreed that some persons have special healing powers.
flip angle ¼ 908, echo time ¼ 50.2 ms. Scout image and             Furthermore, they reported a high confidence that healing
T1-weighted image of each participant were obtained                through intercessory prayer can happen over a distance, e.g.
before the fMRI sessions. Image processing and statistical         via television and radio (Figure 1). The secular participants,
analysis were done using SPM 5 (Statistical Parametric             on the other hand, demonstrated a low confidence in God’s
Mapping; Wellcome Department of Imaging Neuroscience)              existence, and they did not believe in the possibility of heal-
implemented in MATLAB 2006a. The image series was rea-             ing through prayer or in persons with special healing powers
ligned and spatially normalized to the EPI template in SPM         (Figure 1). The Christian participants had been practicing
5, which is in MNI space, and smoothed with a Gausian              intercessory prayer for 12 years on average (s.d. Æ 6.3) and
kernel of 8 mm  8 mm  8 mm at FWHM. For each of the              practiced intercessory prayer 33 times a month on average
four conditions a regressor was constructed by convolving          (s.d. Æ 19). None of the secular participants practiced prayer.
the time series specifying each conditions by the SPM canon-          When asked post-scan to rate the praying speakers’ cha-
ical hemodynamic response function. Serial correlations was        risma, the Christian participants rated the speaker whom
modelled using AR (1). Low-frequency drift was removed by          they thought was known for his healing powers, as being
using a high pass filter. Because the actual and perceived         more charismatic than the speaker whom they thought was
speakers had to be randomized and because conditions               Christian (paired t-test almost significant at P ¼ 0.0659),
4 of 9     SCAN (2010)                                                                                                                                 U. Schjoedt et al.

Table 2 Activations in the six contrasts of conditions in the Christian participants
Anatomical region (Brodmann areas)                                      Cluster size                       x                 y                  z                      Z-value
                                                                        (functional voxels)

Non-Christian vs Christian known for his healing powers
   Prefrontal/anterior cingulate cortex (Ba 8/9/10/32/46)                     1 1169                   À32                 58                  8                       4.85
   Temporoparietal junction (BA 39/40)                                          2962                    44               À46                  42                       4.66
   Inferior temporal cortex (BA20)                                               883                    64               À18                À20                        4.41
   Temporopolar/ventrolateral Orbitofrontal region (BA 38/47)                    346                   À32                 20               À20                        4.09
   Cerebellum                                                                    256                   À24               À78                À28                        3.97
   Temporoparietal junction (BA 40/39)                                          1163                   À42               À52                  32                       3.93
   Cerebellum                                                                    157                    12               À84                À24                        3.71
   Inferior temporal cortex (BA20)                                               336                   À58               À24                À18                        3.59
   Amygdaloid region                                                             233                    36                À2                À18                        3.56
   Temporopolar region (BA 38)                                                   224                   À48                À2                À10                        3.37
   Precuneus (BA 7)                                                              245                    10               À54                  48                       3.36
   LOPFC (BA 47)                                                                 110                   À56                 18                À2                        3.25
   Insula (BA 13)                                                                 47                   À48               À24                 18                        3.21
   Temporopolar region (BA 38)                                                    23                    48                 20               À20                        3.14




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   Inferior temporal cortex (BA 20)                                               65                    44                À4                À34                        3.03
   LOPFC (BA 47)                                                                  64                    32                 22               À14                        3.02
   Medulla                                                                        23                   À8                À32                À48                        3.00
Non-Christian vs Christian                                                                                              None
Christian vs Christian known for his healing powers                                                                     None
Christian vs non-Christian                                                                                              None
Christian known for his healing powers vs non-Christian                                                                 None
Christian known for his healing powers vs Christian                                                                     None

Region/cluster size/mni coordinates of local maxima (x, y, z)/Z-value. Results are thresholded at P < 0.05 FDR-corrected with Z-value >3.00.




                                                                                          Fig. 3 Participants’ ratings of the experience of God’s presence on a scale from 1 to
                                                                                          10 (90% CI).
Fig. 2 Participants’ ratings of speakers’ charisma on a scale from 1 to 10 (90% CI).

                                                                                          God’s presence in all prayers, but to a significantly less extent
                                                                                          in prayers performed by the non-Christian. The secular par-
while the speaker whom they thought was non-Christian was                                 ticipants did not feel God’s presence in either of the prayers
rated significantly lower (Figure 2). A weak tendency for the                             (Figure 3).
same pattern was observed in the secular group (Figure 2).                                   To test our hypothesis that participants’ assumptions
Similarly, the Christian participants reported that they felt                             about the speaker would affect the evoked BOLD response,
Power of charisma                                                                                                                                                                                  SCAN (2010)          5 of 9

                                                                                                                                                                            Prefrontal cortex p=0.049758
                                                                                                                                                           0.6
                                                                                                                                                                              12




                                                                                                                    Contrast of parameter estimate [au]
                                                                                                                                                                       13
                                                                                                                                                                                                          11
       A                                              Contrast estimate                                                                                    0.4         7                             18
                                                                                                                                                                              5
                                                      at [-32, 58, 8]                                                                                             2           4
                                                                                                                                                                                        15
                                                                                                                                                                                         6
                                                      0.6                                                                                                  0.2    3
                                                                                                                                                                       18          11                          1    3
                                                                                                                                                                 15                 8         12               1
                                                     0.4                                                                                                               10          17                          1
                                                                                                                                                            0                           8             9   16
                                                                                                                                                                                                           5        6
                                                                                                                                                                                                     15
                                                      0.2                                                                                                                               7             6   11
                                                                                                                                                                                                          14
                                                                                                                                                                                                          12
                                                                                                                                                                                              13           4
                                                                                                                                                                                   16                      3
                                                       0                                                                                              – 0.2                                          13
                                                                                                                                                                                                           9   14
                                                                                                                                                                                                                7
                                                    – 0.2                                                                                                                           8    2    9           18
                                                                                                                                                                                   10
                                                                                                                                                                                        16                           5
                                                    – 0.4
                                                                                                                                                      – 0.4                             17                4          2
                                                                                                                                                                                   17                14             10
                                                    – 0.6
                                                                                                                                                      – 0.6
                                                    – 0.8

                                                      –1                                                                                              – 0.8
                                                                                                                                                                 1     2      3    4    5     6      7    8    9    10
                                                            non-Christian   Christian Christian known for
                                                                                                                                                                                         Rating
                                                                                      his healing powers

                                                                                                                                                           0.6        Temporoparietal junction p=0.018968




                                                                                                                    Contrast of parameter estimate [au]
                                                                                                                                                                       10                                           3
       B                                              Contrast estimate                                                                                    0.4
                                                      at [44, -46, 42]                                                                                                        12
                                                                                                                                                                  2            4                          11
                                                                                                                                                           0.2         18               6                      1
                                                     0.6                                                                                                                       5   16
                                                                                                                                                                        7




                                                                                                                                                                                                                                 Downloaded from scan.oxfordjournals.org by guest on August 9, 2010
                                                     0.4                                                                                                                            8    7    13     18        1
                                                                                                                                                             0 15      13          10
                                                                                                                                                                                   11   152           9   16        5
                                                                                                                                                                                    8    8    12           4
                                                                                                                                                                                                          14
                                                                                                                                                                                                      6         1   6
                                                     0.2                                                                                                                           17                      5
                                                                                                                                                                                                           9
                                                                                                                                                                  3                            9     15   11   14
                                                                                                                                                                                        16           14    4        2
                                                       0
                                                                                                                                                          – 0.2                                           18
                                                                                                                                                                                                     13    3
                                                                                                                                                                                                               7
                                                    – 0.2                                                                                                 – 0.4                    17                               10
                                                                                                                                                                                                          12
                                                    – 0.4
                                                                                                                                                                                        17
                                                                                                                                                          – 0.6
                                                    – 0.6

                                                    – 0.8                                                                                                 – 0.8
                                                            non-Christian   Christian Christian known for                                                         1    2      3    4    5     6      7    8    9    10
                                                                                      his healing powers                                                                                Rating

                                                                                                                                                           0.6        Inferior temporal cortex p=0.0022338
                                                                                                             Contrast of parameter estimate [au]


                                                                                                                                                                              4    11
                                                      Contrast estimate                                                                                    0.4          7                            9
       C                                                                                                                                                                      12
                                                      at [64, -18, -20]                                                                                                13
                                                                                                                                                                                        6                 11
                                                      0.6                                                                                                  0.2 3                                               1
                                                                                                                                                                                                               1
                                                                                                                                                                                                                    3
                                                                                                                                                                                                                    6
                                                                                                                                                                 15    10           8
                                                                                                                                                                                    8                6
                                                                                                                                                                                   17   2     12
                                                                                                                                                                 02           5         8            18
                                                        0                                                                                                                          16         13           3        5
                                                                                                                                                                                                                    2
                                                                                                                                                                                                     14
                                                                                                                                                                       18          17   15                16
                                                                                                                                                                                                           4
                                                                                                                                                          – 0.2                                      13   11   14
                                                                                                                                                                                        16                     1
                                                                                                                                                                                                          14
                                                    – 0.5                                                                                                                                                  5
                                                                                                                                                                                                           4
                                                                                                                                                                                                          12
                                                                                                                                                          – 0.4                    10   17
                                                                                                                                                                                                                    10
                                                                                                                                                                                                     15   9
                                                      –1                                                                                                                                7     9                7
                                                                                                                                                          – 0.6
                                                                                                                                                                                                          18

                                                    – 1.5                                                                                                 – 0.8
                                                            non-Christian   Christian Christian known for                                                         1    2      3    4    5     6      7    8    9    10
                                                                                       his healing powers                                                                               Rating

Fig. 4 Left: activations in ‘non-Christian’ relative to ‘Christian known for his healing powers’. Results are thresholded at P < 0.05 corrected for multiple comparisons (FDR).
The five global maxima are marked by white circles: (A) prefrontal cortex, (B) temporoparietal junction, (C) inferior temporal cortex, (D) temporopolar/orbitofrontal region and
(E) cerebellum. Middle: effect size of the three conditions compared to baseline. Right: effect of listening to the praying speakers (y-axis) as a function of subsequent ratings of
the speakers’ charisma on a scale from 1–10 (x-axis). The black line corresponds to the average of fitted slopes from the individual participants (numbers encircled and coloured).
A subject-specific fit was chosen to accommodate for large inter-subject variance in the ratings, e.g. some subjects consistently used high ratings, while others used only low
ratings. A one-sample t-test across subject-specific slopes showed a significant effect for all regions except for the cerebellum (P < 0.05).



we analyzed the contrasts between the different ‘speaker’                                    anterior prefrontal cortex, the dorsolateral prefrontal cortex
conditions in both Christian and secular groups. In the sec-                                 and the anterior cingulate/medial prefrontal cortex. We also
ular group, we found no significant activations in these con-                                found robust activations in the temporoparietal junction, the
trasts, which indicate that these participants did not                                       inferior temporal cortex, the temporopolar/ventrolateral
modulate their neuronal response to the prayers according                                    orbitofrontal region and the cerebellum, and additionally
to the perceived speakers’ religious status. In the Christian                                in the precuneus, the amygdaloid region, the insula, and
group, our results only revealed significant activations in one                              the medulla (Table 2 and Figure 4, left). To determine
of the contrasts, namely, in the contrast ‘non-Christian’ rel-                               whether the BOLD response interacted with religious beliefs,
ative to ‘Christian known for his healing powers’. In this                                   we performed a direct between-groups comparison in a
condition we observed frontal activations bilaterally in the                                 simple two-sample t-test. To limit the region in which
6 of 9     SCAN (2010)                                                                                                                                                            U. Schjoedt et al.

                                                                                                                                       Temporopolar / orbitofrontal region p=0.037024
                                                                                                                                      0.5




                                                                                               Contrast of parameter estimate [au]
                                                                                                                                                 7
                                                                                                                                      0.4
      D                             Contrast estimate                                                                                                                        18
                                    at [-32, 20, -20]                                                                                 0.3 2      10
                                                                                                                                                 18
                                                                                                                                                      12
                                        0.4                                                                                           0.2                                                    3
                                                                                                                                                      5       8
                                                                                                                                                             11
                                                                                                                                                      4                                      10
                                        0.2                                                                                           0.1 3      13          17                    3          6
                                                                                                                                                                    8
                                                                                                                                                                   15                   1
                                          0                                                                                            0                                           4
                                                                                                                                                                    6
                                                                                                                                                              8                          1
                                                                                                                                                                                        14
                                                                                                                                                                                         1
                                                                                                                                     – 0.1                               9   15   16
                                                                                                                                                                                  12
                                       – 0.2                                                                                                                 17    2
                                                                                                                                                                   7
                                                                                                                                                             10         13              7
                                       – 0.4                                                                                         – 0.2                   16         12    6
                                                                                                                                                                             14   11
                                                                                                                                                                                   9         5
                                                                                                                                                                   16             14
                                       – 0.6                                                                                         – 0.315                                 9
                                                                                                                                                                                  11
                                                                                                                                                                                   5
                                                                                                                                                                   17              4
                                       – 0.8                                                                                         – 0.4                                        18
                                                                                                                                                                             13              2
                                        –1                                                                                           – 0.5
                                               non-Christian   Christian Christian known for                                              1      2    3      4     5    6    7     8    9    10
                                                                         his healing powers                                                                        Rating
                                                                                                                                                           Cerebellum p=0.15054
                                                                                                                                       0.6             4




                                                                                               Contrast of parameter estimate [au]
                                                                                                                                       0.4       10                15
      E                             Contrast estimate                                                                                                  5     16     7
                                    at [-24, -78, -28]                                                                                                                                   1
                                                                                                                                                                                         1    2
                                                                                                                                       0.2 2     13
                                                                                                                                                             17                    11
                                        0.6                                                                                                       7                     13          9
                                                                                                                                                              8              18     4
                                                                                                                                                                                   16




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                                         –1                                                                                            –1
                                               non-Christian   Christian Christian known for                                             1       2    3      4     5    6    7     8    9    10
                                                                         his healing powers                                                                        Rating

Fig. 4 Continued.


correction for multiple comparisons was performed, we                         between neural deactivation and higher ratings of speakers’
masked the t-test with an F-test of any effect of speaker’s                   charisma in all regions except for the cerebellum (Figure 4:
religious status. As the F-test is non-directional no bias is                 right). We performed the same analysis on the relation
introduced by this masking (Friston et al., 2006). Results                    between ratings of speaker’s charisma and BOLD response
confirmed a significant difference between groups in the                      in secular participants but found no significant activations
dorsolateral prefrontal cortex, the medial prefrontal cortex,                 (Supplementary Figure S3). Finally, we performed the same
the temporoparietal junction, the inferior temporal cortex                    analysis on the five global maxima replacing the Christian
and the lateral orbitofrontal region (Supplementary Figure                    participants’ charisma ratings with their ratings of God’s
S2 and Table S1).                                                             presence during prayer (Supplementary Figure S4). In this
   In order to identify the relative effect of the activations in             analysis, we found a significant relation in the temporopolar/
the Christian participants we compared the contrast esti-                     orbitofrontal region (P ¼ 0.008), the inferior temporal cortex
mates of each of the three ‘speaker’ categories to baseline                   (P ¼ 0.005) and the cerebellum (P ¼ 0.039). This means that
by analyzing the peak activations of the five global maxima                   the deactivations in these regions cannot be uniquely
(Figure 4, middle). In these analyses, we observed less acti-                 assigned to the subsequent rating of speaker’s charisma as
vation in response to the Christian known for his healing                     they also reflect participants’ reported experience of God’s
powers compared to baseline and more activation in                            presence during prayer. Note that the ratings of charisma
response to the non-Christian speaker. These relative con-                    and God’s presence in the Christian group were strongly
trast estimates suggest an inverse correlation between the                    related (Supplementary Figure S5).
Christian participants’ evoked BOLD response and their
subsequent ratings of the speakers’ charisma (Figure 2).                      DISCUSSION
   To show this relation between the Christian participants’                  In this study, we find that young Danish charismatic
neural activation and their subsequent ratings of the speak-                  Christians modulate their BOLD response to intercessory
ers’ charisma we plotted the contrast estimates of the five                   prayer according to their assumptions about the praying
global maxima (5 mm VOI around peak activation voxels)                        speaker. Most notably, we find differences in the executive
against subject ratings. A post hoc test was carried out to test              and social cognitive networks. The contrast estimates
for a significant negative slope across subjects. The results of              reveal a significant increase of activity in response to the
this analysis confirmed a significant linear relationship                     non-Christian speaker (compared to baseline) and a massive
Power of charisma                                                                                         SCAN (2010)     7 of 9

deactivation in response to the Christian speaker known for      et al., 2008), which have reported activations rather than
his healing powers. These results support recent observations    deactivations in response to trusted persons in areas such
that social categories can modulate the frontal executive net-   as the dorsolateral and medial prefrontal cortex and the tem-
work in opposite directions corresponding to the cognitive       poral cortex. Furthermore, recent studies on trust have
load they impose on the executive system (Richeson et al.,       linked learning and engaging in trust transactions to a neu-
2003; Bartels and Zeki, 2004).                                   ronal response in the striatum (Delgado et al., 2005;
   The observed activations cannot be attributed to simple       King-Casas et al., 2005). Contrary to these findings, we
congruency effects because the Christian participants mainly     find a general deactivation in the frontal executive network
responded to the speaker known for his healing powers even       and in social cognitive regions including the medial prefron-
though qualitative interviews revealed that they normally        tal cortex, the temporoparietal junction, the temporopolar
received intercessory prayer by their Christian peers. The       region (Gallagher and Frith, 2003) and the precuneus
fact that the secular group did not modulate their BOLD          (Schilbach et al., 2008).
response further indicates that the effects observed in the         These notable differences, we argue, may point to a
Christian group are complex and depend on cultural fram-         dual-response model where trust in active paradigms
ing and individual experience. Similar to the finding that       increase cognitive load on executive and social cognitive pro-
successful hypnosis depends on subject’s assumptions             cessing because subjects are particularly motivated to pick up
about the abilities of the hypnotist and the efficacy of the     information associated with the trusted person, whereas




                                                                                                                                    Downloaded from scan.oxfordjournals.org by guest on August 9, 2010
hypnotic procedures (Kirsch, 1999), our study suggests that      trust in passive paradigms down-regulate executive and
the general deactivation in response to the known healer         social cognitive processing, because subjects suspend or
depends on the Christian participants’ assumptions about         ‘hand over’ their critical faculty to the trusted person. In
the healing powers of the speaker and the efficacy of prayer.    the above mentioned studies participants were instructed
   Insights from hypnosis research may further explain how       to actively relate to trusted persons, e.g. by participating in
such effects become established in interpersonal interactions    games (King-Casas et al., 2005; Zink et al., 2008), or making
suggesting that frontal deactivation indicates a ‘handing-       decisions by button press (Klucharev et al., 2008).
over’ of the executive function to the perceived charismatic     Conversely, the participants of our study were told to relax
speaker similar to a patient’s ‘handing-over’ of executive       and listen to the prayers and they did not know that they
function to the hypnotist. Studies on hypnosis have reported     were going to evaluate the speakers post-scan. The only other
similar deactivations in subjects during hypnosis (Gruzelier     study to employ this kind of ‘passive’ paradigm is Bartels and
et al., 2002; Jamieson and Sheehan, 2004; Egner and Raz,         Zeki’s study (2004) in which participants were asked to relax
2007). Furthermore, hypnotically induced inhibition has          and watch pictures of loved ones. To this condition they
been demonstrated to influence how subjects subsequently         responded with deactivations in many of the same executive
perceive and relate to stimuli (MacLeod and Sheehan, 2003).      and social cognitive regions that we report in our study. This
We find in an independent analysis across subjects that the      dual-response model of trust leads to an interesting hypoth-
more the Christian participants deactivate their executive       esis which we are currently testing at our lab that the same
and social cognitive networks the higher they rate the speak-    trust stimulus may have opposite effects on the executive
er’s charisma post-scan. Note, however, that our study           network depending on the situation.
cannot determine whether participants’ subjective experi-           As an alternative interpretation of our results one might
ence was changed parallel to or as a result of the frontal       argue that prayer represents a very special category of social
deactivation. Integrating a behavioural measure of executive     interaction subserved by unique neural mechanisms.
control in future studies will be necessary to determine the     However, in a previous study on personal prayer we found
exact nature and causality of the observed mechanism.            that praying to God activates the social cognitive network
   At this point, we can only speculate to which extent this     suggesting that praying is comparable to ‘normal’ interper-
mechanism pervade normal interpersonal interaction. While        sonal interaction (Schjoedt et al., 2009). We also found that
our study informs us on the specific context of intercessory     praying to God like other trust transactions recruits the
prayer in charismatic Christians we do not argue that this       reward system of the striatum (King-Casas et al., 2005;
mechanism is exclusively related to hypnotic and charismatic     Schjoedt et al., 2008). These findings suggest that Christian
interaction. Rather this relation may touch upon a central       prayer does not represent a special category of social cogni-
psychological mechanism of trust which is ubiquitously pre-      tion. Another interpretation might be that receiving prayer in
sent in interpersonal interactions, e.g. in leader–follower,     fact involves actively praying. A recent study has reported
doctor–patient, teacher–student, producer–consumer and           medial prefrontal deactivation during sustained meditation
parent–child relations.                                          (Brefczynski-Lewis et al., 2007). However, the fact that receiv-
   This notion, however, may seem challenged by previous         ing prayer deactivates regions found to be active in personal
studies on social interaction, e.g. in the context of fame       praying including the medial prefrontal cortex (Schjoedt
(Leveroni et al., 2000), social hierarchy (Zink et al., 2008),   et al., 2009) suggests that the participants did not actively
                                                        ¨
expertise (Klucharev et al., 2008) and friendship (Guroglu       engage in prayer in response to the charismatic speaker.
8 of 9     SCAN (2010)                                                                                                                   U. Schjoedt et al.

   Our findings support Weber’s classic notion that followers                     Delgado, M.R., Frank, R.H., Phepls, E.A. (2005). Perceptions of moral char-
recognizing the charismatic healer or leader as endowed with                         acter modulate the neural systems of reward during the trust game.
                                                                                     Nature Neuroscience, 8, 1611–8.
special powers is central to charismatic authority. While we                      Dow, T.E. (1969). The theory of charisma. The Sociological Quarterly, 10,
agree with other researchers that communication style, ide-                          306–18.
ology and personality as well as context may be important                         Egner, T., Raz, A. (2007). Cognitive control processes and hypnosis.
factors in facilitating charismatic influence (Conger and                            In: Jamieson, G.A., editor. Hypnosis and Conscious States: The Cognitive
Kanungo, 1987; House and Howell, 1992; Barker, 1993;                                 Neuroscience Perspective. New York: Oxford University Press, pp. 29–50.
                                                                                  Engle, R.W., Conway, A.R.A., Tuholski, S.W., et al. (1995). A resource
Kirkpatrick and Locke, 1996; Crant and Bateman, 2000;                                account of inhibition. Psychological Science, 6, 122–5.
Gordijn and Stapel, 2008), we suggest that these aspects                          Friston, K.J., Rotshtein, P., Geng, J.J., Sterzer, P. Henson, R.N., (2006).
may primarily function as facilitators of the observed cogni-                        A critique of functional localisers. NeuroImage, 30, 1077–87.
tive mechanism. Communication style, performance and                              Fuentes, L.J. (2004). Inhibitory processing in the attentional networks.
personality, may enhance charismatic influence by boosting                           In: Posner, M.I., editor. Cognitive Neuroscience of Attention. New York:
                                                                                     Guilford Press, pp. 45–55.
subjects’ trust which in turn causes a down-regulation of the                     Gallagher, H.L., Frith, C.D. (2003). Functional imaging of ‘theory of mind’.
executive network maximizing subjects’ susceptibility to                             Trends in Cognitive Sciences, 7(2), 77–83.
charismatic vision and performance. Such behavioural and                          Garavan, H., Ross, T.J., Stein, E.A. (1999). Right hemispheric dominace of
contextual components may be particularly important in the                           inhibitory control: an event-related functional MRI study. PNAS, 96,
first stages of establishing charismatic authority and perhaps                       8301–6.




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                                                                                  Genovese, C., Lazar, N., Nichols, T. (2002). Thresholding of statistical maps
less important as the experience gets embedded in subjects’
                                                                                     in functional neuroimaging using the false discovery rate. NeuroImage,
memory. Nevertheless, our study demonstrates that even                               15, 870–8.
without these components, without any prior interaction                           Gordijn, E.H., Stapel, D.A. (2008). When controversial leaders with char-
or any explicit techniques, subjects are readily capable of                          isma are effective: the influence of terror on the need for vision and
responding to a person of charismatic authority with, (i) a                          impact of mixed attitudinal messages. European Journal of Social
                                                                                     Psychology, 38, 389–411.
down-regulation of the evoked BOLD response, (ii) a more
                                                                                  Groth-Marnat, G., Roberts, L., Ollier, K. (1999). Hypnotizability, dissocia-
positive reported experience of that person’s charisma and                           tion, and paranormal beliefs. Imagination, Cognition, and Personality,
(iii) a stronger reported experience of God’s presence during                        18(2), 127–32.
that person’s prayer. We believe these early findings on                          Gruzelier, J.H. (2006). Frontal functions, connectivity and neural efficiency
Pentecostal interecessory prayer represent an important                              underpinning hypnosis and hypnotic susceptibility. Contemporary
step toward an empirically based framework for understand-                           Hypnosis, 23(1), 15–32.
                                                                                  Gruzelier, J.H., Gray, M., Horn, P. (2002). The involvement of frontally
ing the cognitive mechanisms of charismatic authority.                               modulated attention in hypnosis and hypnosis and hypnotic suscebtibility:
                                                                                     cortical evoked potential evidence. Contemporary Hypnosis, 19(4), 179–89.
                                                                                    ¨
                                                                                  Guroglu, B., Haselager, G.T., Lieshout, C.F.M., Takashima, A.,
SUPPLEMENTARY DATA
                                                                                     Rijpkema, M., Fernandez, G. (2008). Why are friends special?
Supplementary data are available at SCAN online.                                     Implementing a social interaction simulation task to probe the neural
                                                                                     correlates of friendship. NeuroImage, 39, 903–10.
                                                                                  House, R.J., Howell, J.M. (1992). Personality and charismatic leadership.
Conflict of Interest                                                                 Leadership Quarterly, 3, 81–108.
None declared.                                                                    Jamieson, G.A., Sheehan, P.W. (2004). An empirical test of Woody and
                                                                                     Bowers’s dissociated-control theory of hypnosis. International Journal of
                                                                                     Clinical and Experimental Hypnosis, 52, 232–49.
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The power of charisma perceived charisma inhibits the frontal executive network of believers in intercessory prayer (schjoedt et al. 2010)

  • 1. Social Cognitive and Affective Neuroscience Advance Access published March 12, 2010 doi:10.1093/scan/nsq023 SCAN (2010) 1 of 9 The power of charisma—perceived charisma inhibits the frontal executive network of believers in intercessory prayer Uffe Schjoedt,1,2,3 Hans Stødkilde-Jørgensen,2 Armin W. Geertz,1 Torben E. Lund,3 and Andreas Roepstorff,3,4 1 Department of the Study of Religion, Aarhus University, 2MR-Research Centre, Aarhus University Hospital, 3Center of Functionally Integrative Neuroscience, Aarhus University Hospital, and 4Department of Social Anthropology, Aarhus University, Denmark This study used functional magnetic resonance imaging to investigate how assumptions about speakers’ abilities changed the evoked BOLD response in secular and Christian participants who received intercessory prayer. We find that recipients’ assump- tions about senders’ charismatic abilities have important effects on their executive network. Most notably, the Christian partic- ipants deactivated the frontal network consisting of the medial and the dorsolateral prefrontal cortex bilaterally in response to speakers who they believed had healing abilities. An independent analysis across subjects revealed that this deactivation pre- dicted the Christian participants’ subsequent ratings of the speakers’ charisma and experience of God’s presence during prayer. Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 These observations point to an important mechanism of authority that may facilitate charismatic influence, a mechanism which is likely to be present in other interpersonal interactions as well. Keywords: fMRI; executive network; trust; authority; charisma; prayer INTRODUCTION in which incongruency between object and valence In the classic study of charismatic authority, sociologist Max (e.g. insect þ pleasant) impair task performance and signifi- Weber stressed the importance of followers recognising the cantly increase activation of the frontal executive network charismatic healer or leader as endowed with special powers (Chee et al., 2000; Fuentes, 2004). (Weber, 1922). Even though most scholars of religion con- Similar effects have been demonstrated in the social sider this recognition of powers to be a central aspect in the domain where negative social categories have been reported social and psychological dynamics of charismatic authority to increase cognitive load on the executive system, whereas (Dow, 1969; Willner, 1984; Barker, 1993; Turner, 2003), positive social categories seem to have the opposite effect. In cognitive mechanisms of this are rarely discussed. In this one study, Richeson et al. (2003) showed that white individ- study, we investigate how recognition of sender’s charismatic uals activate the executive network in response to pictures of abilities affects recipients’ neural response and subjective black faces according to their level of racial bias (Richeson experience in interpersonal interaction. We find that recip- and Shelton, 2003). Bartels and Zeki, on the other hand, ients’ assumptions about senders’ charismatic abilities have have demonstrated that watching pictures of loved ones important effects on their executive network. cause subjects to deactivate the executive and social cognitive It is a general finding that attentional processing and exec- networks (Bartels and Zeki, 2000; 2004). Wraga et al. have further shown that women improve task performance in an utive function recruit the same frontal regions and therefore Imagined Rotation-task when primed with positive stereo- compete for resources in critical situations (Engle et al., types (Wraga et al., 2006). 1995; Richeson et al., 2003; Fuentes, 2004). Cognitive load We argue that such effects may have direct consequences on the attentional system therefore influences negatively on on social interaction, especially because the valence of social executive function, e.g. performance in Stroop tasks (Engle categories depends on cultural framing and individual expe- et al., 1995; Garavan et al., 1999). Interestingly, this effect has rience. Establishing negative assumptions about a person or been demonstrated in Implicit Association Tests (IAT) group seems to impair communication even at the level of Received 7 April 2009; Accepted 16 February 2010 executive processing (Richeson et al., 2003), whereas positive This work was done in collaboration with the MR Research Centre and the Center of Functionally assumptions by contrast may facilitate communication. Integrative Neuroscience (CFIN), Aarhus University Hospital and the Department of the Study of Religion, Insights from hypnosis research expand on this idea by pro- Aarhus University. Andreas Roepstorff was supported by grants from the Danish National Research Foundation and the Danish Research Council for Culture and Communication. Thanks to Else-Marie Jegindø for practical posing a causal mechanism for such facilitation. In this line assistance and a special thanks to Chris Frith for important comments and advice on the experimental design of research, it is generally argued that during hypnosis sub- and data analysis. jects inhibit their executive system as they ‘hand over’ the Correspondence should be addressed to Uffe Schjoedt. Department of the Study of Religion, Aarhus ˚ University, Taasingegade 3, 8000 Arhus C, Denmark, E-mail: us@teo.au.dk executive control to the hypnotist (Kaiser et al., 1997; Egner and Raz, 2007). Indeed, it has been demonstrated that ß The Author (2010). Published by Oxford University Press. For Permissions, please email: journals.permissions@oxfordjournals.org
  • 2. 2 of 9 SCAN (2010) U. Schjoedt et al. hypnotic susceptibility is associated with frontal inhibition Rating on a scale from 1–10 (group mean, 90% CI) High (Gruzelier et al., 2002; Jamieson and Sheehan, 2004; 10 Gruzelier, 2006; Egner and Raz, 2007) and that instructions received during hypnotically induced inhibition influence 9 how subjects subsequently perceive and relate to stimuli 8 (MacLeod and Sheehan, 2003; Raz, 2004). We hypothesize that a mechanism similar to that of hyp- 7 nosis may facilitate charismatic influence. More specifically, we hypothesize that subjects’ recognition of the charismatic 6 authority enhances their susceptibility to charismatic influ- 5 ence by down-regulating their executive system. In order to test this hypothesis, we used functional magnetic reso- 4 nance imaging (fMRI) to investigate how assumptions about speakers’ healing abilities changed the evoked BOLD 3 response in 18 secular and 18 Christian participants who 2 received intercessory prayer. Briefly, the participants were led to believe that they received intercessory prayers by Low 1 Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 speakers with different religious status; a non-Christian, a Christian group Secular group Christian and a Christian know for his healing powers. Belief in God's existence Belief in healing through intercessory prayer Belief that some persons have charismatic gifts of healing Belief in the efficacy of prayer through radio and tv METHODS Participants Fig. 1 Participants’ ratings of beliefs on a scale from 1 to 10 (90% CI). Thirty-seven young males (n ¼ 15) and females (n ¼ 22) par- post-scan questionnaires. While charismatic Christians gen- ticipated in the study (one male participant was discarded in erally share the lay notions of charismatic persons, e.g. the analysis due to image acquisition errors). Eighteen par- charming individuals with extraordinary persuasive powers, ticipants were devoted Christians (mean age ¼ 23 s.d. Æ 2.6) they also associate the term ‘Charisma’ with its original and 18 were secular participants (mean age ¼ 26.4 s.d. Æ 4.9) meaning, a Greek word used by Paul in the New with no prior experience of practicing prayer (see Results Testament for ‘divine gifts’ to describe the powers of the section). Participants were recruited via posters and early Christians which he understood as manifestations of announcements at various events and meetings, e.g. at the Holy Spirit (Corinth 1:12), e.g. wisdom, prophecy, prayer meetings. The Christian participants belonged to dif- speaking in tongues (glossolalia) and healing powers. ferent charismatic denominations (mainly the Pentecostal Movement), which are jointly characterized by an extensive practice of intercessory prayer both collectively and in pri- Conditions and procedures vate. These participants demonstrated coherency in all All participants were told before the experiment that the important aspects in relation to this study, e.g. experience study investigated the neural substrates of intercessory and frequency of prayer, and belief in healing through prayer but they received no mention of our particular inter- prayers, and belief in persons with special healing powers est in the effects of the speakers’ religious status. The actual (see Results section, Figure 1). The secular participants design and research interests were revealed to the partici- were mostly BA students of the humanities with no experi- pants after the experiment. The participants were instructed ence of praying and no belief in the healing effects of prayer to listen to 18 different prayers performed by three different (see Results section). Based on the inconclusive evidence on male speakers. Before each prayer, the participants were told the relation between charismatic believers and personality through headphones which of the three categories the pray- traits (Taylor and MacDonald, 1999) and hypnotic suscep- ing speaker belonged to: non-Christian, Christian, or tibility (Groth-Marnat et al., 1999), we decided not to obtain Christian known for his healing powers (these cues were data on hypnotic susceptibility or personality traits. discarded in the analysis). In fact, the three speakers were Because our study investigated the effects of charismatic all ‘ordinary’ Christians who had each recorded 18 prayers authority in the specific Christian context of intercessory that were then randomly allocated into these three cate- prayer, we expected the concept of charisma to differ in gories. Thus, the participants were led to believe that six Christian and secular participants. Nevertheless, we did not prayers were performed by a non-Christian speaker, instruct participants to use a uniform definition of charisma six prayers were performed by a Christian speaker and six in their post-scan evaluation of speakers (see Results sec- prayers were performed by a Christian known for his healing tion), because this would interfere with the central effect of powers. Each of the actual speakers were allocated an equal having diverse cultural frameworks. The term ‘charisma’ was number of times to each of the three categories in order to therefore not used during the experiment except for in the filter out noise from the individual speech, e.g. prior
  • 3. Power of charisma SCAN (2010) 3 of 9 experience with praying, intonation, dialects and accents, Table 1 Speaker stimulus etc. The participants were randomly divided into three Actual Speaker groups that received the prayers in either of three different sets of stimulus, St1, St2 and St3 (Table 1). Experimental Design A B C After 10 min of structural scanning, which habituated the participants to the MR environment, they were presented Perceived speaker Non-Christian St3 St1 St2 with the auditory stimuli through headphones. The sound Christian St1 St2 St3 level was adjusted to individual preferences prior to the Christian known for his St2 St3 St1 fMRI scan. Each condition lasted 30 s and was repeated six healing powers times. We contrasted the prayers with a secular counterpart, a speech with same structure as prayer, but without religious content (for further examples of prayers and secular counter- lasted 30 s, a high pass cut-off at 256 s was used in order to parts, see Supplementary material). We then implemented the retrieve the entire signal of the paradigm. This cut-off is contrast images in a three-by-three full factorial design (Table longer than we would normally use, but additional analyses 1). Prior to the four main conditions we further introduced were made, to test the impact of this particular choice. The two other tasks: a simple verbal condition (random read from analysis using the standard cut-off point of 128 s confirmed telephone book) and rest. However, because these tasks had the activations in the regions of interest, although as expected Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 not been interspersed with the four main conditions we due to our model, at weaker signal intensities (see decided to discard these in the final data analysis. Prior to Supplementary Figure S1). Anatomical localizations of local scanning, the participants were asked to read a brief statement maxima were assessed by reference to the WFU PickAtlas 2.3 from each of the three perceived speakers, which indicated (Maldjian et al., 2003; 2004). The second-level analysis used their status as non-Christian, Christian and Christian known to test the effects of the praying speakers’ religious status was for his healing powers (See Supplementary data). analyzed in a three-by-three full factorial design, where Questionnaires on the participants’ confidence in God’s non-sphericity between conditions was modelled. Table 2 existence, experience and frequency of praying, belief in includes anatomical regions, cluster size of functional healing through prayer, belief in persons with special healing voxels, MNI coordinates and Z-value. The results of these powers, long distance healing, etc., were provided pre-scan contrasts are thresholded at P < 0.05 corrected for multiple (see Results section), while questionnaires about the per- comparisons (False Discovery Rate, Genovese et al., 2002). As ceived speakers and experience of God’s presence were large areas of activated regions typically give rise to a large provided post-scan (see Results section). These data were number of false discoveries the thresholding was further analyzed in SPSS 16. increased to Z ¼ 3.0 and a cluster size threshold of 15 voxels. Image acquisition and data analysis RESULTS The fMRI was carried out by using echo planar imaging The Christian participants were all highly religious. On a (EPI) and was performed on a 1.5 Tesla GE Signa using scale from 1–10 where 1 is ‘‘I do not believe in God’s exis- the standard head coil for radiofrequency transmission and tence’’ and 10 is ‘‘I am absolutely certain of God’s existence’’, signal reception. For whole-brain coverage, 30 axial slices all Christian participants reported a strong confidence in (3 mm slice thickness, 1 mm spacing, in plane resolution God’s existence (Figure 1). They demonstrated a strong 3.75 mm  3.75 mm, matrix size 64  64) was used. Other belief in the possibility of healing through prayer, and they acquisition parameters were: repetition time TR ¼ 3000 ms, all agreed that some persons have special healing powers. flip angle ¼ 908, echo time ¼ 50.2 ms. Scout image and Furthermore, they reported a high confidence that healing T1-weighted image of each participant were obtained through intercessory prayer can happen over a distance, e.g. before the fMRI sessions. Image processing and statistical via television and radio (Figure 1). The secular participants, analysis were done using SPM 5 (Statistical Parametric on the other hand, demonstrated a low confidence in God’s Mapping; Wellcome Department of Imaging Neuroscience) existence, and they did not believe in the possibility of heal- implemented in MATLAB 2006a. The image series was rea- ing through prayer or in persons with special healing powers ligned and spatially normalized to the EPI template in SPM (Figure 1). The Christian participants had been practicing 5, which is in MNI space, and smoothed with a Gausian intercessory prayer for 12 years on average (s.d. Æ 6.3) and kernel of 8 mm  8 mm  8 mm at FWHM. For each of the practiced intercessory prayer 33 times a month on average four conditions a regressor was constructed by convolving (s.d. Æ 19). None of the secular participants practiced prayer. the time series specifying each conditions by the SPM canon- When asked post-scan to rate the praying speakers’ cha- ical hemodynamic response function. Serial correlations was risma, the Christian participants rated the speaker whom modelled using AR (1). Low-frequency drift was removed by they thought was known for his healing powers, as being using a high pass filter. Because the actual and perceived more charismatic than the speaker whom they thought was speakers had to be randomized and because conditions Christian (paired t-test almost significant at P ¼ 0.0659),
  • 4. 4 of 9 SCAN (2010) U. Schjoedt et al. Table 2 Activations in the six contrasts of conditions in the Christian participants Anatomical region (Brodmann areas) Cluster size x y z Z-value (functional voxels) Non-Christian vs Christian known for his healing powers Prefrontal/anterior cingulate cortex (Ba 8/9/10/32/46) 1 1169 À32 58 8 4.85 Temporoparietal junction (BA 39/40) 2962 44 À46 42 4.66 Inferior temporal cortex (BA20) 883 64 À18 À20 4.41 Temporopolar/ventrolateral Orbitofrontal region (BA 38/47) 346 À32 20 À20 4.09 Cerebellum 256 À24 À78 À28 3.97 Temporoparietal junction (BA 40/39) 1163 À42 À52 32 3.93 Cerebellum 157 12 À84 À24 3.71 Inferior temporal cortex (BA20) 336 À58 À24 À18 3.59 Amygdaloid region 233 36 À2 À18 3.56 Temporopolar region (BA 38) 224 À48 À2 À10 3.37 Precuneus (BA 7) 245 10 À54 48 3.36 LOPFC (BA 47) 110 À56 18 À2 3.25 Insula (BA 13) 47 À48 À24 18 3.21 Temporopolar region (BA 38) 23 48 20 À20 3.14 Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 Inferior temporal cortex (BA 20) 65 44 À4 À34 3.03 LOPFC (BA 47) 64 32 22 À14 3.02 Medulla 23 À8 À32 À48 3.00 Non-Christian vs Christian None Christian vs Christian known for his healing powers None Christian vs non-Christian None Christian known for his healing powers vs non-Christian None Christian known for his healing powers vs Christian None Region/cluster size/mni coordinates of local maxima (x, y, z)/Z-value. Results are thresholded at P < 0.05 FDR-corrected with Z-value >3.00. Fig. 3 Participants’ ratings of the experience of God’s presence on a scale from 1 to 10 (90% CI). Fig. 2 Participants’ ratings of speakers’ charisma on a scale from 1 to 10 (90% CI). God’s presence in all prayers, but to a significantly less extent in prayers performed by the non-Christian. The secular par- while the speaker whom they thought was non-Christian was ticipants did not feel God’s presence in either of the prayers rated significantly lower (Figure 2). A weak tendency for the (Figure 3). same pattern was observed in the secular group (Figure 2). To test our hypothesis that participants’ assumptions Similarly, the Christian participants reported that they felt about the speaker would affect the evoked BOLD response,
  • 5. Power of charisma SCAN (2010) 5 of 9 Prefrontal cortex p=0.049758 0.6 12 Contrast of parameter estimate [au] 13 11 A Contrast estimate 0.4 7 18 5 at [-32, 58, 8] 2 4 15 6 0.6 0.2 3 18 11 1 3 15 8 12 1 0.4 10 17 1 0 8 9 16 5 6 15 0.2 7 6 11 14 12 13 4 16 3 0 – 0.2 13 9 14 7 – 0.2 8 2 9 18 10 16 5 – 0.4 – 0.4 17 4 2 17 14 10 – 0.6 – 0.6 – 0.8 –1 – 0.8 1 2 3 4 5 6 7 8 9 10 non-Christian Christian Christian known for Rating his healing powers 0.6 Temporoparietal junction p=0.018968 Contrast of parameter estimate [au] 10 3 B Contrast estimate 0.4 at [44, -46, 42] 12 2 4 11 0.2 18 6 1 0.6 5 16 7 Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 0.4 8 7 13 18 1 0 15 13 10 11 152 9 16 5 8 8 12 4 14 6 1 6 0.2 17 5 9 3 9 15 11 14 16 14 4 2 0 – 0.2 18 13 3 7 – 0.2 – 0.4 17 10 12 – 0.4 17 – 0.6 – 0.6 – 0.8 – 0.8 non-Christian Christian Christian known for 1 2 3 4 5 6 7 8 9 10 his healing powers Rating 0.6 Inferior temporal cortex p=0.0022338 Contrast of parameter estimate [au] 4 11 Contrast estimate 0.4 7 9 C 12 at [64, -18, -20] 13 6 11 0.6 0.2 3 1 1 3 6 15 10 8 8 6 17 2 12 02 5 8 18 0 16 13 3 5 2 14 18 17 15 16 4 – 0.2 13 11 14 16 1 14 – 0.5 5 4 12 – 0.4 10 17 10 15 9 –1 7 9 7 – 0.6 18 – 1.5 – 0.8 non-Christian Christian Christian known for 1 2 3 4 5 6 7 8 9 10 his healing powers Rating Fig. 4 Left: activations in ‘non-Christian’ relative to ‘Christian known for his healing powers’. Results are thresholded at P < 0.05 corrected for multiple comparisons (FDR). The five global maxima are marked by white circles: (A) prefrontal cortex, (B) temporoparietal junction, (C) inferior temporal cortex, (D) temporopolar/orbitofrontal region and (E) cerebellum. Middle: effect size of the three conditions compared to baseline. Right: effect of listening to the praying speakers (y-axis) as a function of subsequent ratings of the speakers’ charisma on a scale from 1–10 (x-axis). The black line corresponds to the average of fitted slopes from the individual participants (numbers encircled and coloured). A subject-specific fit was chosen to accommodate for large inter-subject variance in the ratings, e.g. some subjects consistently used high ratings, while others used only low ratings. A one-sample t-test across subject-specific slopes showed a significant effect for all regions except for the cerebellum (P < 0.05). we analyzed the contrasts between the different ‘speaker’ anterior prefrontal cortex, the dorsolateral prefrontal cortex conditions in both Christian and secular groups. In the sec- and the anterior cingulate/medial prefrontal cortex. We also ular group, we found no significant activations in these con- found robust activations in the temporoparietal junction, the trasts, which indicate that these participants did not inferior temporal cortex, the temporopolar/ventrolateral modulate their neuronal response to the prayers according orbitofrontal region and the cerebellum, and additionally to the perceived speakers’ religious status. In the Christian in the precuneus, the amygdaloid region, the insula, and group, our results only revealed significant activations in one the medulla (Table 2 and Figure 4, left). To determine of the contrasts, namely, in the contrast ‘non-Christian’ rel- whether the BOLD response interacted with religious beliefs, ative to ‘Christian known for his healing powers’. In this we performed a direct between-groups comparison in a condition we observed frontal activations bilaterally in the simple two-sample t-test. To limit the region in which
  • 6. 6 of 9 SCAN (2010) U. Schjoedt et al. Temporopolar / orbitofrontal region p=0.037024 0.5 Contrast of parameter estimate [au] 7 0.4 D Contrast estimate 18 at [-32, 20, -20] 0.3 2 10 18 12 0.4 0.2 3 5 8 11 4 10 0.2 0.1 3 13 17 3 6 8 15 1 0 0 4 6 8 1 14 1 – 0.1 9 15 16 12 – 0.2 17 2 7 10 13 7 – 0.4 – 0.2 16 12 6 14 11 9 5 16 14 – 0.6 – 0.315 9 11 5 17 4 – 0.8 – 0.4 18 13 2 –1 – 0.5 non-Christian Christian Christian known for 1 2 3 4 5 6 7 8 9 10 his healing powers Rating Cerebellum p=0.15054 0.6 4 Contrast of parameter estimate [au] 0.4 10 15 E Contrast estimate 5 16 7 at [-24, -78, -28] 1 1 2 0.2 2 13 17 11 0.6 7 13 9 8 18 4 16 Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 18 0.4 015 2 6 8 15 7 5 9 14 11 17 9 1 0.2 12 8 5 6 – 0.2 3 4 10 3 0 18 14 10 6 12 – 0.2 – 0.4 12 13 14 3 – 0.4 – 0.6 16 – 0.6 – 0.8 – 0.8 11 –1 –1 non-Christian Christian Christian known for 1 2 3 4 5 6 7 8 9 10 his healing powers Rating Fig. 4 Continued. correction for multiple comparisons was performed, we between neural deactivation and higher ratings of speakers’ masked the t-test with an F-test of any effect of speaker’s charisma in all regions except for the cerebellum (Figure 4: religious status. As the F-test is non-directional no bias is right). We performed the same analysis on the relation introduced by this masking (Friston et al., 2006). Results between ratings of speaker’s charisma and BOLD response confirmed a significant difference between groups in the in secular participants but found no significant activations dorsolateral prefrontal cortex, the medial prefrontal cortex, (Supplementary Figure S3). Finally, we performed the same the temporoparietal junction, the inferior temporal cortex analysis on the five global maxima replacing the Christian and the lateral orbitofrontal region (Supplementary Figure participants’ charisma ratings with their ratings of God’s S2 and Table S1). presence during prayer (Supplementary Figure S4). In this In order to identify the relative effect of the activations in analysis, we found a significant relation in the temporopolar/ the Christian participants we compared the contrast esti- orbitofrontal region (P ¼ 0.008), the inferior temporal cortex mates of each of the three ‘speaker’ categories to baseline (P ¼ 0.005) and the cerebellum (P ¼ 0.039). This means that by analyzing the peak activations of the five global maxima the deactivations in these regions cannot be uniquely (Figure 4, middle). In these analyses, we observed less acti- assigned to the subsequent rating of speaker’s charisma as vation in response to the Christian known for his healing they also reflect participants’ reported experience of God’s powers compared to baseline and more activation in presence during prayer. Note that the ratings of charisma response to the non-Christian speaker. These relative con- and God’s presence in the Christian group were strongly trast estimates suggest an inverse correlation between the related (Supplementary Figure S5). Christian participants’ evoked BOLD response and their subsequent ratings of the speakers’ charisma (Figure 2). DISCUSSION To show this relation between the Christian participants’ In this study, we find that young Danish charismatic neural activation and their subsequent ratings of the speak- Christians modulate their BOLD response to intercessory ers’ charisma we plotted the contrast estimates of the five prayer according to their assumptions about the praying global maxima (5 mm VOI around peak activation voxels) speaker. Most notably, we find differences in the executive against subject ratings. A post hoc test was carried out to test and social cognitive networks. The contrast estimates for a significant negative slope across subjects. The results of reveal a significant increase of activity in response to the this analysis confirmed a significant linear relationship non-Christian speaker (compared to baseline) and a massive
  • 7. Power of charisma SCAN (2010) 7 of 9 deactivation in response to the Christian speaker known for et al., 2008), which have reported activations rather than his healing powers. These results support recent observations deactivations in response to trusted persons in areas such that social categories can modulate the frontal executive net- as the dorsolateral and medial prefrontal cortex and the tem- work in opposite directions corresponding to the cognitive poral cortex. Furthermore, recent studies on trust have load they impose on the executive system (Richeson et al., linked learning and engaging in trust transactions to a neu- 2003; Bartels and Zeki, 2004). ronal response in the striatum (Delgado et al., 2005; The observed activations cannot be attributed to simple King-Casas et al., 2005). Contrary to these findings, we congruency effects because the Christian participants mainly find a general deactivation in the frontal executive network responded to the speaker known for his healing powers even and in social cognitive regions including the medial prefron- though qualitative interviews revealed that they normally tal cortex, the temporoparietal junction, the temporopolar received intercessory prayer by their Christian peers. The region (Gallagher and Frith, 2003) and the precuneus fact that the secular group did not modulate their BOLD (Schilbach et al., 2008). response further indicates that the effects observed in the These notable differences, we argue, may point to a Christian group are complex and depend on cultural fram- dual-response model where trust in active paradigms ing and individual experience. Similar to the finding that increase cognitive load on executive and social cognitive pro- successful hypnosis depends on subject’s assumptions cessing because subjects are particularly motivated to pick up about the abilities of the hypnotist and the efficacy of the information associated with the trusted person, whereas Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 hypnotic procedures (Kirsch, 1999), our study suggests that trust in passive paradigms down-regulate executive and the general deactivation in response to the known healer social cognitive processing, because subjects suspend or depends on the Christian participants’ assumptions about ‘hand over’ their critical faculty to the trusted person. In the healing powers of the speaker and the efficacy of prayer. the above mentioned studies participants were instructed Insights from hypnosis research may further explain how to actively relate to trusted persons, e.g. by participating in such effects become established in interpersonal interactions games (King-Casas et al., 2005; Zink et al., 2008), or making suggesting that frontal deactivation indicates a ‘handing- decisions by button press (Klucharev et al., 2008). over’ of the executive function to the perceived charismatic Conversely, the participants of our study were told to relax speaker similar to a patient’s ‘handing-over’ of executive and listen to the prayers and they did not know that they function to the hypnotist. Studies on hypnosis have reported were going to evaluate the speakers post-scan. The only other similar deactivations in subjects during hypnosis (Gruzelier study to employ this kind of ‘passive’ paradigm is Bartels and et al., 2002; Jamieson and Sheehan, 2004; Egner and Raz, Zeki’s study (2004) in which participants were asked to relax 2007). Furthermore, hypnotically induced inhibition has and watch pictures of loved ones. To this condition they been demonstrated to influence how subjects subsequently responded with deactivations in many of the same executive perceive and relate to stimuli (MacLeod and Sheehan, 2003). and social cognitive regions that we report in our study. This We find in an independent analysis across subjects that the dual-response model of trust leads to an interesting hypoth- more the Christian participants deactivate their executive esis which we are currently testing at our lab that the same and social cognitive networks the higher they rate the speak- trust stimulus may have opposite effects on the executive er’s charisma post-scan. Note, however, that our study network depending on the situation. cannot determine whether participants’ subjective experi- As an alternative interpretation of our results one might ence was changed parallel to or as a result of the frontal argue that prayer represents a very special category of social deactivation. Integrating a behavioural measure of executive interaction subserved by unique neural mechanisms. control in future studies will be necessary to determine the However, in a previous study on personal prayer we found exact nature and causality of the observed mechanism. that praying to God activates the social cognitive network At this point, we can only speculate to which extent this suggesting that praying is comparable to ‘normal’ interper- mechanism pervade normal interpersonal interaction. While sonal interaction (Schjoedt et al., 2009). We also found that our study informs us on the specific context of intercessory praying to God like other trust transactions recruits the prayer in charismatic Christians we do not argue that this reward system of the striatum (King-Casas et al., 2005; mechanism is exclusively related to hypnotic and charismatic Schjoedt et al., 2008). These findings suggest that Christian interaction. Rather this relation may touch upon a central prayer does not represent a special category of social cogni- psychological mechanism of trust which is ubiquitously pre- tion. Another interpretation might be that receiving prayer in sent in interpersonal interactions, e.g. in leader–follower, fact involves actively praying. A recent study has reported doctor–patient, teacher–student, producer–consumer and medial prefrontal deactivation during sustained meditation parent–child relations. (Brefczynski-Lewis et al., 2007). However, the fact that receiv- This notion, however, may seem challenged by previous ing prayer deactivates regions found to be active in personal studies on social interaction, e.g. in the context of fame praying including the medial prefrontal cortex (Schjoedt (Leveroni et al., 2000), social hierarchy (Zink et al., 2008), et al., 2009) suggests that the participants did not actively ¨ expertise (Klucharev et al., 2008) and friendship (Guroglu engage in prayer in response to the charismatic speaker.
  • 8. 8 of 9 SCAN (2010) U. Schjoedt et al. Our findings support Weber’s classic notion that followers Delgado, M.R., Frank, R.H., Phepls, E.A. (2005). Perceptions of moral char- recognizing the charismatic healer or leader as endowed with acter modulate the neural systems of reward during the trust game. Nature Neuroscience, 8, 1611–8. special powers is central to charismatic authority. While we Dow, T.E. (1969). The theory of charisma. The Sociological Quarterly, 10, agree with other researchers that communication style, ide- 306–18. ology and personality as well as context may be important Egner, T., Raz, A. (2007). Cognitive control processes and hypnosis. factors in facilitating charismatic influence (Conger and In: Jamieson, G.A., editor. Hypnosis and Conscious States: The Cognitive Kanungo, 1987; House and Howell, 1992; Barker, 1993; Neuroscience Perspective. New York: Oxford University Press, pp. 29–50. Engle, R.W., Conway, A.R.A., Tuholski, S.W., et al. (1995). 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(1999). Right hemispheric dominace of contextual components may be particularly important in the inhibitory control: an event-related functional MRI study. PNAS, 96, first stages of establishing charismatic authority and perhaps 8301–6. Downloaded from scan.oxfordjournals.org by guest on August 9, 2010 Genovese, C., Lazar, N., Nichols, T. (2002). Thresholding of statistical maps less important as the experience gets embedded in subjects’ in functional neuroimaging using the false discovery rate. NeuroImage, memory. Nevertheless, our study demonstrates that even 15, 870–8. without these components, without any prior interaction Gordijn, E.H., Stapel, D.A. (2008). When controversial leaders with char- or any explicit techniques, subjects are readily capable of isma are effective: the influence of terror on the need for vision and responding to a person of charismatic authority with, (i) a impact of mixed attitudinal messages. 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