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BILATERAL PLANTAR ELECTRODERMAL ACTIVITY ELICITED BY
                                        DO MALES AND
                                                                                                                                                                                                                  ster,
                                                                                                                                                                                                         Dennis Küster, Arvid Kappas,
                                                                                                                                                                                                                  ster
                                                                                                                                                                                                                                                                                                                                              Jacobs University


Sex differences in hemispheric specialization have long been suspected to be reflected by left-hand/right-hand differences in electrodermal activity. Of particular interest to this
question are language processing and language production. However, most research has focused on recall of individual words rather than elaborative production, isolated stimulus-
responses rather than ecological emotional recovery, and palmar rather than plantar regions. Bilateral EDA recordings face methodological and technical problems that may be
partially avoidable by moving the region of recording to the feet. Here, we recorded bilateral EDA from the feet of 59 dextral participants (30 female, 29 male) who each produced 4
complete Internet forum posts (2 negative, 2 positive) with a mean of 86 words per post. Self-report showed that participants felt emotionally activated by thinking and writing
about the topics, and EDA was significantly correlated with perceived relative ranked arousal. Furthermore initial evidence suggests a pattern of EDA asymmetries that may be
influenced by gender, as well as a possible recovery-advantage of females. However, data on left/right asymmetries appears tentative and in need of further study. We argue that
recording bilateral EDA at plantar regions may be both feasible and useful in studies of lateralization during ecological writing. We will discuss the implications, practical
opportunities, and challenges posed by bilateral EDA-recordings from the feet during complex language production, including additional exploratory automated text-analyses.

                          Background                                                                                                                                                                                            Hypotheses
Prior studies on hemispheric asymmetry and bilateral electrodermal activity,                                                                                  IAPS, Females: Higher arousal to IAPS images,                                                                                               Forum Posts, Females: Higher arousal to IAPS
while partially positive and replicated (Boucsein, 1992), have produced                                                                                       especially if unpleasant (Bradley et al., 2001).                                                                                            images (subjective, EDA, correlations; Bradley et
                                                                                                                                                                                                                                                                                                          al., 2001) should replicate for forum posts.
ambiguous results that have suffered from small effects and experimental
                                                                                                                                                              IAPS, Females: Stronger coupling between                                                                                                    Forum Posts, Males: Due to gender differences
inconsistencies (Hugdahl, 1984). For example, while Martínez-Selva, Román,                                                                                    arousal and unpleasantness; for males between                                                                                               in expressive writing, males should exhibit
Garcia-Sánchez, and Gómez-Amor (1987) were able to show gender-specific                                                                                       arousal and pleasantness (Bradley et al., 2001).                                                                                            higher levels of arousal, and may use more
lateralization between hands in response to 80-dB tones, sex differences                                                                                                                                                                                                                                  negative emotion words when writing about a
                                                                                                                                                                                                                                                                                                          negative topic Langer, 2010).
disappeared in their replication study when controlling for handedness
                                                                                                                                                              IAPS, Males: More EDA asymmetry, with L > R;                                                                                                Forum Posts, Males: More EDA asymmetry,
(Román et al., 1989). Furthermore, research of this tradition has typically used                                                                              Females: Less EDA asymmetry with R > L                                                                                                      with L > R; Females: Less EDA asymmetry with R
reduced exposure-type stimuli like tones, line-drawings, or minimal word                                                                                      (Martínez-Selva et al, 1987).                                                                                                               > L (Martínez-Selva et al, 1987).
sequences (e.g., Smith & Ketterer, 1982) allowing for little ecologically                                                                                          IAPS: F vs. M Arousal                                                                                                            IAPS: F vs. M Arousal x Valence
meaningful responses by participants that would permit conclusions about                                                              6                                                                                     6                                                                                                                                 6
active coping with negative emotional states, and how this might be reflected                                                                                  F                                                                    R² = 0.4574                                                                    F                                                            F                                                                                    R² = 0.5126
                                                                                                          Subjective Arousal (IAPS)




by gender-specific EDA-asymmetries.                                                                                                   5                               M                                                                          6260
                                                                                                                                                                                                                                                                                                                                      M                                                        M                                                                    6260

                                                                                                                                                                                                                            5                          9584                                                                                                   5                                                                                             9584


                              Methods
                                                                                                                                                                                                                                       9560                    1275                                                                                                                                                                                                          9560
                                                                                                                                                                                                                                                                                                                                                                                                                                           1275
                                                                                                                                      4                                                                                                                                                                                                                                                                                            6260
                                                                                                                                                                                                                                                                                                                                  2070




                                                                                                                                                                                                                  Arousal




                                                                                                                                                                                                                                                                                                                                                       Arousal
                                                                                                                                                                                                                                                                 6260                                                                                                    1750                                                                      9584
                                                                                                                                                                                                                                                                                     2410                                                                                               2070                           2410
                                                                                                                                                                                                                                                   9584          2230                                                  1750                                                                                                            2230
                                                                                                                                      3                                                                                     4                   2753                                                                                                          4                                                                                     2753 9220
                                                                                                                                                                                                                                                                                                                                                                                                                                                                         R² = 0.5197
                                                                                                                                                                                                                                                                          2190
                                                                                                                                                                                                                                                                             7211                                                     2550                                               2550                       2190 7211
                                                                                                                                                                                                                                                                                                           7390                                                                                  7390
                                                                                                                                                                                                                                                                                                  7002                                                                                                  7002
                                                                                                                                                                                                                                         9220          9560                                     5535                                                                            1440                                5535                           9560
                                                                                                                                                                                                                                                                                                                          1440
  Participants: 59 dextral students (30                                                                                               2                                                                                             R² = 0.5607         2753
                                                                                                                                                                                                                                                                             7211

                                                                                                                                                                                                                                                                                                       2410                    2070                                             2070                         2410 2230
                                                                                                                                                                                                                                                                                                                                                                                                                       7211
                                                                                                                                                                                                                                                                                                                                                                                                                                              2753
                                                                                                                                                                                                                                                                  1275 2230                                        7284        2550                                                            7284                           1275

   female; Mage = 20.4 yrs; SD = 2.0)                                                                                                                                                                                       3                    9220
                                                                                                                                                                                                                                                                                                2190
                                                                                                                                                                                                                                                                                                       5535 7390                                              3                 2550
                                                                                                                                                                                                                                                                                                                                                                                            7390
                                                                                                                                                                                                                                                                                                                                                                                                  5535
                                                                                                                                                                                                                                                                                                                                                                                                         2190
                                                                                                                                                                                                                                                                                                                                                                                                                                                   9220


                                                                                                                                      1                                                                                                                                                         7002          7284     1440
                                                                                                                                                                                                                                                                                                                                  1750                                                   7284
                                                                                                                                                                                                                                                                                                                                                                                             1440
                                                                                                                                                                                                                                                                                                                                                                                                       7002
                                                                                                                                                                                                                                                                                                                                                                           1750


                                                                                                                                      0                                                                                     2                                                                                                                                 2
                                                                                                                                                              iaps7284
                                                                                                                                                              iaps7002
                                                                                                                                                              iaps1440
                                                                                                                                                              iaps5535
                                                                                                                                                              iaps7390
                                                                                                                                                              iaps2190
                                                                                                                                                              iaps1750
                                                                                                                                                              iaps2550
                                                                                                                                                              iaps9220
                                                                                                                                                              iaps2753
                                                                                                                                                              iaps7211
                                                                                                                                                              iaps2230
                                                                                                                                                              iaps2410
                                                                                                                                                              iaps2070
                                                                                                                                                              iaps1275
                                                                                                                                                              iaps9560
                                                                                                                                                              iaps9584
                                                                                                                                                              iaps6260




          F
                                                                                                                                                                                                                                1         2               3                                     4              5                 6                 7                 1                   2                   3                     4                    5                      6                      7
                                                                                                                                                                                                                                        Valence: “How pleasant?”                                                                                                                        Valence: “How unpleasant?”

                                                                                                                                                                 IAPS: Viewing Image (EDA x Arousal)                                                                                                   IAPS: Answering Questions (EDA x Arousal)
                      M                                               R                   L
                                                                                                                                         .6000
                                                                                                                                                                      Left Foot
                                                                                                                                                                                                                                                                                     .6000
                                                                                                                                                                                                                                                                                     .5000                          Left Foot
                                                                                                                                                                                                                                                          Mean EDA (µS∆2s)




                                                                                                                                         .5000
                                                                                                        Mean EDA (µS∆2s)




                                                                                                                                                                      Right Foot                                                                                                     .4000                          Right Foot
                                                                                                                                                                                                                                                                      ∆




                                                                                                                                         .4000
                                                                                                                    ∆




                                                                                                                                         .3000                        Left Foot                                                                                                      .3000                          Left Foot
                                                                                                                                         .2000                                                                                                                                       .2000                          Right Foot
                                                                                                                                                                      Right Foot
                                                                                                                                         .1000                                                                                                                                       .1000
    Stimuli: 18 IAPS control vs. 2x2                                                                                                                                  r= 0.44
                                                                                                                                                                                                                                                                                     .0000
                                                                                                                                                                                                                                                                                                                    r= 0.50
                                                                                                                                         .0000                                      M                                                                                                                               r= 0.54                        M
  Forum posts written by participants                                                                                                 -.1000
                                                                                                                                                                      r= 0.47
                                                                                                                                                                                                                                                                                 -.1000
                                                                                                                                                                      r= 0.56                                                                                                                                       r= 0.60
                                                                                                                                      -.2000                                             F                                                                                       -.2000
                                                                                                                                                                                                                                                                                                                                                          F
                                                                                                                                                                      r= 0.55                                                                                                    -.3000                             r= 0.57
   6 Pos 6 Neu 6 Neg                                                                                                                  -.3000
                                                                                                                                      -.4000                                                                                                                                     -.4000
                                                                                                                                                               1.00         2.00             3.00          4.00                 5.00                   6.00                                            1.00                               2.00                           3.00                                4.00                                  5.00                                  6.00

                                                                                                                                                                                        IAPS: L vs. R SCR                                                                                                           IAPS: F vs. M EDA (R-L) Asymmetry
                                                                                                                                                               0.25                                                                                                                             0.10
                                                                                                                                 EDA Asymmetry (R-L; µS∆2s)




                                                                                                                                                                                                                                                                   EDA Asymmetry (R-L; µS∆2s)
                                Control
                                          Test




                                                                                                                                                                        L       R                                                                                                               0.08
                                                                                                                                                       ∆




                                                                                                                                                               0.20
                                                                                                                                                                                                                                                                                         ∆




                                                                                                                                                               0.15                                                                                                                             0.06                             F
                                                                                                                                                                                                                                                                                                0.04
                                                                                                                                                                                                                                                                                                                                               M
                                                                                                                                                               0.10
                                                                                                                                                                                                                                                                                                0.02
                                                                                                                                                               0.05
                                                                                                                                                                                                                                                                                                0.00
                                                                                                                                                               0.00                                                                                                                             -0.02
                                                                                                                                                              -0.05                                                                                                                             -0.04
                                                                                                                                                              -0.10                                                                                                                             -0.06                                 L        R
                                                                                                                                                                                                                                                                                                -0.08
                                                                                                                                                              -0.15
                                                                                                                                                                      -1500
                                                                                                                                                                      -1000
                                                                                                                                                                       -500
                                                                                                                                                                          0
                                                                                                                                                                        500
                                                                                                                                                                       1000
                                                                                                                                                                       1500
                                                                                                                                                                       2000
                                                                                                                                                                       2500
                                                                                                                                                                       3000
                                                                                                                                                                       3500
                                                                                                                                                                       4000
                                                                                                                                                                       4500
                                                                                                                                                                       5000
                                                                                                                                                                       5500
                                                                                                                                                                       6000
                                                                                                                                                                       p500
                                                                                                                                                                      p1000
                                                                                                                                                                      p1500
                                                                                                                                                                      p2000
                                                                                                                                                                      p2500
                                                                                                                                                                      p3000
                                                                                                                                                                      p3500
                                                                                                                                                                      p4000
                                                                                                                                                                      p4500




                                                                                                                                                                                                                                                                                                -0.10
                                                                                                                                                                                                                                                                                                                                      0
                                                                                                                                                                                                                                                                                                                                             500




                                                                                                                                                                                                                                                                                                                                                                                                                                           p1000
                                                                                                                                                                                                                                                                                                                                                                                                                                                    p1500
                                                                                                                                                                                                                                                                                                                                                                                                                                                            p2000
                                                                                                                                                                                                                                                                                                                                                                                                                                                                     p2500
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              p3000
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      p3500
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              p4000
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      p4500
                                                                                                                                                                                                                                                                                                               -1500
                                                                                                                                                                                                                                                                                                                       -1000
                                                                                                                                                                                                                                                                                                                               -500



                                                                                                                                                                                                                                                                                                                                                   1000
                                                                                                                                                                                                                                                                                                                                                          1500
                                                                                                                                                                                                                                                                                                                                                                  2000
                                                                                                                                                                                                                                                                                                                                                                         2500
                                                                                                                                                                                                                                                                                                                                                                                 3000
                                                                                                                                                                                                                                                                                                                                                                                        3500
                                                                                                                                                                                                                                                                                                                                                                                               4000
                                                                                                                                                                                                                                                                                                                                                                                                      4500
                                                                                                                                                                                                                                                                                                                                                                                                             5000
                                                                                                                                                                                                                                                                                                                                                                                                                     5500
                                                                                                                                                                                                                                                                                                                                                                                                                            6000
                                                                                                                                                                                                                                                                                                                                                                                                                                    p500




                                                                                                                                                                Left Foot Positive           Left Foot Neutral          Left Foot Negative
                                                                                                                                                                Right Foot Positive          Right Foot Neutral         Right Foot Negative                                                                   Positive Male                            Negative Male                                  Positive Female                                       Negative Female



                                                                                              Present Study
The present study investigated sex differences in subjective, electrodermal, and behavioral (word-analyses; LIWC) arousal in response to writing different types of emotional
Internet forum posts as compared to a more classical passive picture viewing paradigm (IAPS; Lang et al., 2008). As Bradley et al. (2001) have shown, females may respond with
higher subjective and electrodermal arousal when exposed to standardized images, in particular towards negative and threatening stimuli. For writing forum posts, two
contrasting hypotheses emerged. Either, higher female subjective arousal should replicate for the writing task(s), or males should exhibit higher arousal due to established
gender-specific differences in expressive writing (e.g., Langer et al., 2010). We chose a controlled but ecologically meaningful condition (writing-task) allowing for active coping
as compared to passive exposure (see Kappas, 2011). We aimed to show how such a more ecological task may differ in recruiting arousal systems, and how the ability to act on
this stimulus situation may induce differences in the time course of subjective and physiological arousal compared to picture viewing. For example, there may be gender-specific
differences in recovery related to emotional disclosure (see e.g., Langer, 2010). Finally, because active writing may elicit more intense and lasting arousal in subjects, it may be
associated with sufficiently strong gender-specific EDA asymmetries to be captured and studied in a bi-lateral recording, and thus might overcome some of the problems of
previous studies (see Hugdahl, 1984). In order to obtain this bi-lateral data while subjects were writing, we recorded electrodermal activity from medial sites of both feet
according to the guidelines detailed by Boucsein (1992).

                                                                                                       Acknowledgments
                                                 Research funded by CYBEREMOTIONS: EU FP7 funded project, Theme 3: “Science of complex systems for socially intelligent ICT”, contract no. 231323
                                                             Presented at the 51st Annual Meeting of the Society for Psychophysiological Research, Boston, Ma, September 14-18, 2011
                                                                                                                                                                   Contact
                                                           Dennis Küster, School of Humanities and Social Sciences, Jacobs University Bremen, Campus Ring 1, D-28759 Bremen, Germany
                                                                                                          d.kuester@jacobs-university.de
FORUMS:
                          CONTRIBUTING TO ONLINE DISCUSSION FORUMS:
                          FEMALES RECOVER ASYMMETRICALLY ?
                                  Theunis,
                          Mathias Theunis, & Elena Tsankova
                          Bremen

As expected, females responded with systematically greater subjective arousal than males, in particular toward the most negative pictures – but apparently also towards some of
the most positive images in our selection, whereas males appeared to show a slightly more linear relationship between perceived arousal and valence. Viewing-related EDA
furthermore appeared to be tentatively more closely related to subjective arousal for males than for females, a pattern that emerged much more clearly for the writing task.
When writing, females again generally reported greater subjective arousal – however, physiologically, they did not show significantly larger skin conductance responses. Instead,
females rather appeared to have slight advantages in physiological recovery, in particular when asked to reply to a positive post. As expected, (R-L) EDA-asymmetries were
generally small, in particular when compared to the passive IAPS-viewing task. However, both the mean EDA levels and asymmetries were considerably elevated for active
writing compared to passive viewing. Furthermore, males showed significantly greater (R-L) EDA-asymmetry when asked to reply to a positive post – a pattern which was less
clear for the other writing tasks but which appeared to be consistent with apparent tendencies for greater male (R-L) asymmetries when exposed to positive images. While males
did not generally differ in the number of words produced for a post, they produced the least average number of words when asked to reply to a positive post, a task for which
females appeared to have considerably less difficulties. In the further textual characteristics, males did not generally use more or less emotional words than females, however,
males used significantly fewer pronouns.
        Posts: Valence (Females vs. Males)              Posts: Arousal (Females vs. Males)               Posts: Ranked Arousal (Females)        Posts: Ranked Arousal (Males)
14                                                                                                                                                       7
                                                                                                                                                                                                                                                                                                                             1.1
12                                         F                                                                                                             6                                                                                                                           F                                                       Left Foot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1.1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Left Foot
                                                    M                                                                                                                                                                                                                                        M                               0.9
10                                                                                                                                                       5                                                                                                                                                                                   Right Foot                                                                                                                         0.9           Right Foot




                                                                                                                                                                                                                                                                                                               EDA (µS∆2s)




                                                                                                                                                                                                                                                                                                                                                                                                                                                                  EDA (µS∆2s)
                                                                                                                                                                                                                                                                                                                             0.7             r= 0.22                                                                                                                                          r= 0.72




                                                                                                                                                                                                                                                                                                                      ∆
     8                                                                                                                                                   4                                                                                                                                                                                                                                                                                                                      0.7




                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ∆
                                                                                                                                                                                                                                                                                                                                             r= 0.28                                                                                                                                          r= 0.86
     6                                                                                                                                                   3                                                                                                                                                                   0.5                                                                                                                                                0.5
     4                                                                                                                                                   2                                                                                                                                                                   0.3
                                                                                                                                                                                                                                                                                                                                             F                                                                                                                                  0.3          M
     2                                                                                                                                                   1
                                                                                                                                                                                                                                                                                                                             0.1                                                                                                                                                0.1
                                      Think: Write: Think: Write: Think: Write: Think: Write:                                                                  Think: Write: Think: Write: Think: Write: Think: Write:
                                       First    First   Reply Reply       First    First    Reply Reply                                                         First    First   Reply Reply       First    First    Reply Reply                                                                                             -0.1                                                                                                                                               -0.1
                                     negative negative negative negative positive positive positive positive                                                  negative negative negative negative positive positive positive positive                                                                                               1            2              3           4                                                               5          6   7                            1          2         3              4           5          6

                                               Posts: EDA across Intervals (Right Foot; F vs. M))                                                                                                                                                   EDA Asymmetry across Intervals (R-L: Females)                                                                                                                                                EDA Asymmetry across Intervals (R-L: Males)
                                    While reading/thinking about a topic (F)                                       While reading/thinking about a topic (M)                                                                                  While reading/thinking about a topic (R-L)                                                After reading/thinking about a topic (R-L)                                                                                                 While writing the post / viewing IAPS control (R-L)
                                    After reading/thinking about a topic (F)                                       After reading/thinking about a topic (M)                                                                                  After writing the post (R-L)                                                              While answering questions afterwards (R-L)
                                    While writing the post / viewing IAPS control (F)                              While writing the post/viewing IAPS control (M)




                                                                                                                                                                                                                                                                                                                                                                                                 EDA Asymmetry (R-L; Me-MiΔ20s µS)
                                                                                                                                                                                                       EDA Asymmetry (R-L; Me-MiΔ20s µS)




                                    After writing the post (F)                                                     After writing the post (M)                                                                                                0.9                                                                                                                                                                                     0.9

                                    While answering questions afterwards (F)                                       While answering questions afterwards (M)                                                                                  0.7                                                                                         L       R              F                                                                    0.7                                                                                        L   R       M
                                     1.5
      EDA (F vs. M; Me-MiΔ20s µS)




                                     1.3                                                                                                           R         F                                                                               0.5                                                                                                                                                                                     0.5

                                     1.1                                                                                                                              M                                                                      0.3                                                                                                                                                                                     0.3
                                     0.9
                                     0.7                                                                                                                                                                                                     0.1                                                                                                                                                                                     0.1
                                     0.5                                                                                                                                                                                                    -0.1                                                                                                                                                                                     -0.1
                                     0.3
                                     0.1                                                                                                                                                                                                    -0.3                                                                                                                                                                                     -0.3
                                    -0.1
                                                                                                                                                                                                                                            -0.5                                                                                                                                                                                     -0.5
                                    -0.3
                                    -0.5                                                                                                                                                                                                    -0.7                                                                                                                                                                                     -0.7
                                           First negative Reply to a First positive Reply to a IAPS control                                                                                                                                        First negative Reply to a First positive Reply to a IAPS control                                                                                                                         First negative Reply to a First positive Reply to a IAPS control
                                                post     negative post    post      positive post  (lf)                                                                                                                                                 post     negative post    post     positive post   (lf)                                                                                                                                  post     negative post    post     positive post   (lf)
                                           Exploratory Text-Analyses (LIWC: Females vs. Males)                                                                                                                                                       First Posts: Skin Conductance (R vs. L: Females)                                                                                                                                            First Posts: Skin Conductance (R vs. L: Males)
                                              First  Reply to a    First   Reply to a                                       First  Reply to a           First   Reply to a
                                            negative negative                                                             negative negative            positive positive                                                                   First Positive Post L        First Negative Post L           First Positive Post R                        First Negative Post R
                                                                  positive positive                                                                                                                                                                                                                                                                                                                                                                                             Time-window averaged (500ms bins)
                                              post     post        post      post                                           post     post               post      post                                                                                                        Time-window averaged (500ms bins)
                                                                                                                                                                                                                                  1.5                                                                                                                                                                                           1.5
                                                                                                                   30                                                                                                                                                                                                                                       F
                                                                                                                                                                                                                                                                                                                                                                                    EDA Timeline (ΔµS; 500ms bins)




                 100
                                                                                        % Total pronouns




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              M
                                                                                                                                                                                         EDA Timeline (ΔµS; 500ms bins)
Words per post




                  90                                                                                                                                                                                                              1.0                                                                                                                                                                                           1.0
                  80
                  70                                                                                               20
                  60
                  50                                                                                                                                                                                                              0.5                                                                                                                                                                                           0.5
                  40                                                                                               10
                  30
                  20
                  10                                                                                                                                                                                                              0.0                                                                                                                                                                                           0.0
                   0                                                                                                0
                  15                                                                                               15
                                                                                           % Impersonal Pronouns




                                                                                                                                                                                                                          -0.5                                                                                                                                                                                        -0.5
  % Personal pronouns




                                    10                                                                             10                                                                                                     -1.0                                                                                                                                                                                        -1.0
                                                                                                                                                                                                                                                     INS           Thinking         ATh    Questions     INS                 Writing                  AWr       Questions                                                                        INS       Thinking                    ATh   Questions INS       Writing            AWr     Questions


                                     5                                                                              5                                                                                                                               Reply Posts: Skin Conductance (R vs. L: Females)                                                                                                                                            Reply Posts: Skin Conductance (R vs. L: Males)
                                                                                                                    0                                                                                                                      Reply Positive Post L        Reply Negative Post L           Reply Positive Post R                    Reply Negative Post R
                                     0
                                                                                                                                                                                                                                                                                Time-window averaged (500ms bins)                                                                                                                                                               Time-window averaged (500ms bins)
                                                                                                                                                                                                                                           1.5                                                                                                                                                                          1.5
                                10                                                                                 10
                                                                                                                                                                                      EDA Timeline (ΔµS; 500ms bins)
   % Negative Emotion




                                                                                                                                                                                                                                                                                                                                                            F
                                                                                          % Positive Emotion




                                                                                                                               F
                                                                                                                                                                                                                                                                                                                                                                            EDA Timeline (ΔµS; 500ms bins)




                                                F                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       M
                                                        M                                                                               M                                                                                                  1.0                                                                                                                                                                          1.0


                                     5                                                                              5                                                                                                                      0.5                                                                                                                                                                          0.5

                                                                                                                                                                                                                                           0.0                                                                                                                                                                          0.0

                                     0                                                                              0                                                                                                           -0.5                                                                                                                                                                         -0.5
                                              First  Reply to a    First   Reply to a                                       First  Reply to a           First   Reply to a
                                            negative negative     positive positive                                       negative negative            positive positive
                                                                                                                                                                                                                                -1.0                                                                                                                                                                         -1.0
                                              post     post        post      post                                           post     post               post      post                                                                               INS           Thinking         ATh     Questions    INS                 Writing                  AWr       Questions                                                                        INS                                   ATh   Questions INS        Writing           AWr     Questions


                                                                                                                                                                                                                                                           Conclusions
We have presented first evidence on gender-specific differences of plantar tonic EDA and EDA-asymmetries in dextral participants that builds upon a systematic comparison
between passive picture viewing and more engaging active writing. Furthermore, while some of our data may appear tentative, we argue that a multi-level perspective as
employed in this study including subjective, physiological, and textual (behavioral) data is both necessary and fruitful to overcome some of the inconsistencies and limitations in
the study of EDA asymmetries detailed by Hugdahl (1984). For example, different gender-specific levels of subjective arousal or valence may have partially confounded earlier
results on EDA asymmetries which could not be controlled for because they were not measured.
Related to expressive writing, we found that contrary to recent suggestions by Langer (2010), males did not appear to use significantly more negative or otherwise emotional
words than females when writing about negative emotional topics, nor was there any indication that they benefit more from writing about negative topics than females.
Subjectively, females in fact reported generally more negative valence and higher arousal, a tendency that matches predictions from established findings on picture viewing
surprisingly well. Specifically, while it is e.g., possible .01, *** p < .001 may be less experienced or less comfortable with personal emotional disclosure about traumatic or intimate
                                                       ** p < that males
events, we found little evidence for this if participants were given the choice to write about negative emotions associated with, for example, political topics. Conversely,
however, males appeared to have greater difficulties than females to write a reply to a positive forum post, as indicated in several of our measures.

                                                                                                                                                                                                                                                                                          References
                                                                                                                        Boucsein, W. (1992). Electrodermal activity. New York., NY: Plenum Press.
                                                                                                                        Bradley, M.M., Codispoti, M., Sabatinelli, D., & Lang, P.J. (2001). Emotion and motivation II: Sex differences in picture processing. Emotion, 1, 300-319. doi: 10.1037/1528-3542.1.3.300
                                                                                                                        Hugdahl, K. (1984). Hemispheric asymmetry and bilateral electrodermal recordings: A review of the evidence. Psychophysiology, 21, 371-393. doi: 10.1111/j.1469-8986.1984.tb00215.x
                                                                                                                        Kappas, A. (2011). Emotion and regulation are one! Emotion Review, 3, 17-25. doi: doi:10.1016/j.physa.2011.03.040
                                                                                                                        Lang, P.J., Bradley, M.M., & Cuthbert, B.N. (2008). International affective picture system (IAPS): Affective ratings of pictures and instruction manual. Technical Report A-8. University of Florida, Gainesville, FL. The following pictures were used: 1440, 1750, 2070,
                                                                                                                               2550, 7284, 7390, 2190, 2230, 2410, 5535, 7002, 7211, 1275, 2753, 6260, 9220, 9560, 9584.
                                                                                                                        Langer, S.L. (2010). Gender differences in experimental disclosure: Evidence, theoretical explanations, and avenues for future research. Sex Roles, 63, 178-183. doi: 10.1007/s11199-010-9795-1
                                                                                                                        Martinez-Selva, J.M., Román, F., Garcia-Sánchez, F.A., & Gómez-Amor, J. (1987). Sex differences and the asymmetry of specific and non-specific electrodermal responses. International Journal of Psychophysiology, 5, 155-160. doi:10.1016/0167-8760(87)90001-8
                                                                                                                        Smith, B.D., & Ketterer, M.W. (1982). Lateralized cortical/cognitive processing and bilateral electrodermal activity: Effects of sensory mode and sex. Biological Psychology, 15, 191-201. doi:10.1016/0301-0511(82)90041-2

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  • 1. BILATERAL PLANTAR ELECTRODERMAL ACTIVITY ELICITED BY DO MALES AND ster, Dennis Küster, Arvid Kappas, ster Jacobs University Sex differences in hemispheric specialization have long been suspected to be reflected by left-hand/right-hand differences in electrodermal activity. Of particular interest to this question are language processing and language production. However, most research has focused on recall of individual words rather than elaborative production, isolated stimulus- responses rather than ecological emotional recovery, and palmar rather than plantar regions. Bilateral EDA recordings face methodological and technical problems that may be partially avoidable by moving the region of recording to the feet. Here, we recorded bilateral EDA from the feet of 59 dextral participants (30 female, 29 male) who each produced 4 complete Internet forum posts (2 negative, 2 positive) with a mean of 86 words per post. Self-report showed that participants felt emotionally activated by thinking and writing about the topics, and EDA was significantly correlated with perceived relative ranked arousal. Furthermore initial evidence suggests a pattern of EDA asymmetries that may be influenced by gender, as well as a possible recovery-advantage of females. However, data on left/right asymmetries appears tentative and in need of further study. We argue that recording bilateral EDA at plantar regions may be both feasible and useful in studies of lateralization during ecological writing. We will discuss the implications, practical opportunities, and challenges posed by bilateral EDA-recordings from the feet during complex language production, including additional exploratory automated text-analyses. Background Hypotheses Prior studies on hemispheric asymmetry and bilateral electrodermal activity, IAPS, Females: Higher arousal to IAPS images, Forum Posts, Females: Higher arousal to IAPS while partially positive and replicated (Boucsein, 1992), have produced especially if unpleasant (Bradley et al., 2001). images (subjective, EDA, correlations; Bradley et al., 2001) should replicate for forum posts. ambiguous results that have suffered from small effects and experimental IAPS, Females: Stronger coupling between Forum Posts, Males: Due to gender differences inconsistencies (Hugdahl, 1984). For example, while Martínez-Selva, Román, arousal and unpleasantness; for males between in expressive writing, males should exhibit Garcia-Sánchez, and Gómez-Amor (1987) were able to show gender-specific arousal and pleasantness (Bradley et al., 2001). higher levels of arousal, and may use more lateralization between hands in response to 80-dB tones, sex differences negative emotion words when writing about a negative topic Langer, 2010). disappeared in their replication study when controlling for handedness IAPS, Males: More EDA asymmetry, with L > R; Forum Posts, Males: More EDA asymmetry, (Román et al., 1989). Furthermore, research of this tradition has typically used Females: Less EDA asymmetry with R > L with L > R; Females: Less EDA asymmetry with R reduced exposure-type stimuli like tones, line-drawings, or minimal word (Martínez-Selva et al, 1987). > L (Martínez-Selva et al, 1987). sequences (e.g., Smith & Ketterer, 1982) allowing for little ecologically IAPS: F vs. M Arousal IAPS: F vs. M Arousal x Valence meaningful responses by participants that would permit conclusions about 6 6 6 active coping with negative emotional states, and how this might be reflected F R² = 0.4574 F F R² = 0.5126 Subjective Arousal (IAPS) by gender-specific EDA-asymmetries. 5 M 6260 M M 6260 5 9584 5 9584 Methods 9560 1275 9560 1275 4 6260 2070 Arousal Arousal 6260 1750 9584 2410 2070 2410 9584 2230 1750 2230 3 4 2753 4 2753 9220 R² = 0.5197 2190 7211 2550 2550 2190 7211 7390 7390 7002 7002 9220 9560 5535 1440 5535 9560 1440 Participants: 59 dextral students (30 2 R² = 0.5607 2753 7211 2410 2070 2070 2410 2230 7211 2753 1275 2230 7284 2550 7284 1275 female; Mage = 20.4 yrs; SD = 2.0) 3 9220 2190 5535 7390 3 2550 7390 5535 2190 9220 1 7002 7284 1440 1750 7284 1440 7002 1750 0 2 2 iaps7284 iaps7002 iaps1440 iaps5535 iaps7390 iaps2190 iaps1750 iaps2550 iaps9220 iaps2753 iaps7211 iaps2230 iaps2410 iaps2070 iaps1275 iaps9560 iaps9584 iaps6260 F 1 2 3 4 5 6 7 1 2 3 4 5 6 7 Valence: “How pleasant?” Valence: “How unpleasant?” IAPS: Viewing Image (EDA x Arousal) IAPS: Answering Questions (EDA x Arousal) M R L .6000 Left Foot .6000 .5000 Left Foot Mean EDA (µS∆2s) .5000 Mean EDA (µS∆2s) Right Foot .4000 Right Foot ∆ .4000 ∆ .3000 Left Foot .3000 Left Foot .2000 .2000 Right Foot Right Foot .1000 .1000 Stimuli: 18 IAPS control vs. 2x2 r= 0.44 .0000 r= 0.50 .0000 M r= 0.54 M Forum posts written by participants -.1000 r= 0.47 -.1000 r= 0.56 r= 0.60 -.2000 F -.2000 F r= 0.55 -.3000 r= 0.57 6 Pos 6 Neu 6 Neg -.3000 -.4000 -.4000 1.00 2.00 3.00 4.00 5.00 6.00 1.00 2.00 3.00 4.00 5.00 6.00 IAPS: L vs. R SCR IAPS: F vs. M EDA (R-L) Asymmetry 0.25 0.10 EDA Asymmetry (R-L; µS∆2s) EDA Asymmetry (R-L; µS∆2s) Control Test L R 0.08 ∆ 0.20 ∆ 0.15 0.06 F 0.04 M 0.10 0.02 0.05 0.00 0.00 -0.02 -0.05 -0.04 -0.10 -0.06 L R -0.08 -0.15 -1500 -1000 -500 0 500 1000 1500 2000 2500 3000 3500 4000 4500 5000 5500 6000 p500 p1000 p1500 p2000 p2500 p3000 p3500 p4000 p4500 -0.10 0 500 p1000 p1500 p2000 p2500 p3000 p3500 p4000 p4500 -1500 -1000 -500 1000 1500 2000 2500 3000 3500 4000 4500 5000 5500 6000 p500 Left Foot Positive Left Foot Neutral Left Foot Negative Right Foot Positive Right Foot Neutral Right Foot Negative Positive Male Negative Male Positive Female Negative Female Present Study The present study investigated sex differences in subjective, electrodermal, and behavioral (word-analyses; LIWC) arousal in response to writing different types of emotional Internet forum posts as compared to a more classical passive picture viewing paradigm (IAPS; Lang et al., 2008). As Bradley et al. (2001) have shown, females may respond with higher subjective and electrodermal arousal when exposed to standardized images, in particular towards negative and threatening stimuli. For writing forum posts, two contrasting hypotheses emerged. Either, higher female subjective arousal should replicate for the writing task(s), or males should exhibit higher arousal due to established gender-specific differences in expressive writing (e.g., Langer et al., 2010). We chose a controlled but ecologically meaningful condition (writing-task) allowing for active coping as compared to passive exposure (see Kappas, 2011). We aimed to show how such a more ecological task may differ in recruiting arousal systems, and how the ability to act on this stimulus situation may induce differences in the time course of subjective and physiological arousal compared to picture viewing. For example, there may be gender-specific differences in recovery related to emotional disclosure (see e.g., Langer, 2010). Finally, because active writing may elicit more intense and lasting arousal in subjects, it may be associated with sufficiently strong gender-specific EDA asymmetries to be captured and studied in a bi-lateral recording, and thus might overcome some of the problems of previous studies (see Hugdahl, 1984). In order to obtain this bi-lateral data while subjects were writing, we recorded electrodermal activity from medial sites of both feet according to the guidelines detailed by Boucsein (1992). Acknowledgments Research funded by CYBEREMOTIONS: EU FP7 funded project, Theme 3: “Science of complex systems for socially intelligent ICT”, contract no. 231323 Presented at the 51st Annual Meeting of the Society for Psychophysiological Research, Boston, Ma, September 14-18, 2011 Contact Dennis Küster, School of Humanities and Social Sciences, Jacobs University Bremen, Campus Ring 1, D-28759 Bremen, Germany d.kuester@jacobs-university.de
  • 2. FORUMS: CONTRIBUTING TO ONLINE DISCUSSION FORUMS: FEMALES RECOVER ASYMMETRICALLY ? Theunis, Mathias Theunis, & Elena Tsankova Bremen As expected, females responded with systematically greater subjective arousal than males, in particular toward the most negative pictures – but apparently also towards some of the most positive images in our selection, whereas males appeared to show a slightly more linear relationship between perceived arousal and valence. Viewing-related EDA furthermore appeared to be tentatively more closely related to subjective arousal for males than for females, a pattern that emerged much more clearly for the writing task. When writing, females again generally reported greater subjective arousal – however, physiologically, they did not show significantly larger skin conductance responses. Instead, females rather appeared to have slight advantages in physiological recovery, in particular when asked to reply to a positive post. As expected, (R-L) EDA-asymmetries were generally small, in particular when compared to the passive IAPS-viewing task. However, both the mean EDA levels and asymmetries were considerably elevated for active writing compared to passive viewing. Furthermore, males showed significantly greater (R-L) EDA-asymmetry when asked to reply to a positive post – a pattern which was less clear for the other writing tasks but which appeared to be consistent with apparent tendencies for greater male (R-L) asymmetries when exposed to positive images. While males did not generally differ in the number of words produced for a post, they produced the least average number of words when asked to reply to a positive post, a task for which females appeared to have considerably less difficulties. In the further textual characteristics, males did not generally use more or less emotional words than females, however, males used significantly fewer pronouns. Posts: Valence (Females vs. Males) Posts: Arousal (Females vs. Males) Posts: Ranked Arousal (Females) Posts: Ranked Arousal (Males) 14 7 1.1 12 F 6 F Left Foot 1.1 Left Foot M M 0.9 10 5 Right Foot 0.9 Right Foot EDA (µS∆2s) EDA (µS∆2s) 0.7 r= 0.22 r= 0.72 ∆ 8 4 0.7 ∆ r= 0.28 r= 0.86 6 3 0.5 0.5 4 2 0.3 F 0.3 M 2 1 0.1 0.1 Think: Write: Think: Write: Think: Write: Think: Write: Think: Write: Think: Write: Think: Write: Think: Write: First First Reply Reply First First Reply Reply First First Reply Reply First First Reply Reply -0.1 -0.1 negative negative negative negative positive positive positive positive negative negative negative negative positive positive positive positive 1 2 3 4 5 6 7 1 2 3 4 5 6 Posts: EDA across Intervals (Right Foot; F vs. M)) EDA Asymmetry across Intervals (R-L: Females) EDA Asymmetry across Intervals (R-L: Males) While reading/thinking about a topic (F) While reading/thinking about a topic (M) While reading/thinking about a topic (R-L) After reading/thinking about a topic (R-L) While writing the post / viewing IAPS control (R-L) After reading/thinking about a topic (F) After reading/thinking about a topic (M) After writing the post (R-L) While answering questions afterwards (R-L) While writing the post / viewing IAPS control (F) While writing the post/viewing IAPS control (M) EDA Asymmetry (R-L; Me-MiΔ20s µS) EDA Asymmetry (R-L; Me-MiΔ20s µS) After writing the post (F) After writing the post (M) 0.9 0.9 While answering questions afterwards (F) While answering questions afterwards (M) 0.7 L R F 0.7 L R M 1.5 EDA (F vs. M; Me-MiΔ20s µS) 1.3 R F 0.5 0.5 1.1 M 0.3 0.3 0.9 0.7 0.1 0.1 0.5 -0.1 -0.1 0.3 0.1 -0.3 -0.3 -0.1 -0.5 -0.5 -0.3 -0.5 -0.7 -0.7 First negative Reply to a First positive Reply to a IAPS control First negative Reply to a First positive Reply to a IAPS control First negative Reply to a First positive Reply to a IAPS control post negative post post positive post (lf) post negative post post positive post (lf) post negative post post positive post (lf) Exploratory Text-Analyses (LIWC: Females vs. Males) First Posts: Skin Conductance (R vs. L: Females) First Posts: Skin Conductance (R vs. L: Males) First Reply to a First Reply to a First Reply to a First Reply to a negative negative negative negative positive positive First Positive Post L First Negative Post L First Positive Post R First Negative Post R positive positive Time-window averaged (500ms bins) post post post post post post post post Time-window averaged (500ms bins) 1.5 1.5 30 F EDA Timeline (ΔµS; 500ms bins) 100 % Total pronouns M EDA Timeline (ΔµS; 500ms bins) Words per post 90 1.0 1.0 80 70 20 60 50 0.5 0.5 40 10 30 20 10 0.0 0.0 0 0 15 15 % Impersonal Pronouns -0.5 -0.5 % Personal pronouns 10 10 -1.0 -1.0 INS Thinking ATh Questions INS Writing AWr Questions INS Thinking ATh Questions INS Writing AWr Questions 5 5 Reply Posts: Skin Conductance (R vs. L: Females) Reply Posts: Skin Conductance (R vs. L: Males) 0 Reply Positive Post L Reply Negative Post L Reply Positive Post R Reply Negative Post R 0 Time-window averaged (500ms bins) Time-window averaged (500ms bins) 1.5 1.5 10 10 EDA Timeline (ΔµS; 500ms bins) % Negative Emotion F % Positive Emotion F EDA Timeline (ΔµS; 500ms bins) F M M M 1.0 1.0 5 5 0.5 0.5 0.0 0.0 0 0 -0.5 -0.5 First Reply to a First Reply to a First Reply to a First Reply to a negative negative positive positive negative negative positive positive -1.0 -1.0 post post post post post post post post INS Thinking ATh Questions INS Writing AWr Questions INS ATh Questions INS Writing AWr Questions Conclusions We have presented first evidence on gender-specific differences of plantar tonic EDA and EDA-asymmetries in dextral participants that builds upon a systematic comparison between passive picture viewing and more engaging active writing. Furthermore, while some of our data may appear tentative, we argue that a multi-level perspective as employed in this study including subjective, physiological, and textual (behavioral) data is both necessary and fruitful to overcome some of the inconsistencies and limitations in the study of EDA asymmetries detailed by Hugdahl (1984). For example, different gender-specific levels of subjective arousal or valence may have partially confounded earlier results on EDA asymmetries which could not be controlled for because they were not measured. Related to expressive writing, we found that contrary to recent suggestions by Langer (2010), males did not appear to use significantly more negative or otherwise emotional words than females when writing about negative emotional topics, nor was there any indication that they benefit more from writing about negative topics than females. Subjectively, females in fact reported generally more negative valence and higher arousal, a tendency that matches predictions from established findings on picture viewing surprisingly well. Specifically, while it is e.g., possible .01, *** p < .001 may be less experienced or less comfortable with personal emotional disclosure about traumatic or intimate ** p < that males events, we found little evidence for this if participants were given the choice to write about negative emotions associated with, for example, political topics. Conversely, however, males appeared to have greater difficulties than females to write a reply to a positive forum post, as indicated in several of our measures. References Boucsein, W. (1992). Electrodermal activity. New York., NY: Plenum Press. Bradley, M.M., Codispoti, M., Sabatinelli, D., & Lang, P.J. (2001). Emotion and motivation II: Sex differences in picture processing. Emotion, 1, 300-319. doi: 10.1037/1528-3542.1.3.300 Hugdahl, K. (1984). Hemispheric asymmetry and bilateral electrodermal recordings: A review of the evidence. Psychophysiology, 21, 371-393. doi: 10.1111/j.1469-8986.1984.tb00215.x Kappas, A. (2011). Emotion and regulation are one! Emotion Review, 3, 17-25. doi: doi:10.1016/j.physa.2011.03.040 Lang, P.J., Bradley, M.M., & Cuthbert, B.N. (2008). International affective picture system (IAPS): Affective ratings of pictures and instruction manual. Technical Report A-8. University of Florida, Gainesville, FL. The following pictures were used: 1440, 1750, 2070, 2550, 7284, 7390, 2190, 2230, 2410, 5535, 7002, 7211, 1275, 2753, 6260, 9220, 9560, 9584. Langer, S.L. (2010). Gender differences in experimental disclosure: Evidence, theoretical explanations, and avenues for future research. Sex Roles, 63, 178-183. doi: 10.1007/s11199-010-9795-1 Martinez-Selva, J.M., Román, F., Garcia-Sánchez, F.A., & Gómez-Amor, J. (1987). Sex differences and the asymmetry of specific and non-specific electrodermal responses. International Journal of Psychophysiology, 5, 155-160. doi:10.1016/0167-8760(87)90001-8 Smith, B.D., & Ketterer, M.W. (1982). Lateralized cortical/cognitive processing and bilateral electrodermal activity: Effects of sensory mode and sex. Biological Psychology, 15, 191-201. doi:10.1016/0301-0511(82)90041-2