Priming the sexual system: implicit versus explicit activation.The development of a full-blown emotional response can be understood as the result of two independent processes (LeDoux, 1996, 2000). The core of the emotional system involves a mechanism for computing the affective affective /af·fec·tive/ (ah-fek´tiv) pertaining to affect. af·fec·tive adj. 1. Concerned with or arousing feelings or emotions; emotional. 2. significance of stimuli (cf. Zajonc, 1984). This mechanism operates automatically, outside of conscious awareness, and depends on implicit memory Implicit memory is a type of memory in which previous experiences aid in the performance of a task without conscious awareness of these previous experiences (Schacter, 1987). . Studies have found that autonomic autonomic /au·to·nom·ic/ (aw?to-nom´ik) not subject to voluntary control. See under system. au·to·nom·ic adj. 1. Functionally independent; not under voluntary control. responses can be directly activated through this mechanism and these responses are part of the precursers for the conscious emotional experience. Subjective experience is the outcome of the second process, involving the conscious elaboration of emotional information, and is dependent on explicit or declarative memory Declarative memory is the aspect of human memory that stores facts. It is so called because it refers to memories that can be consciously discussed, or declared. It applies to standard textbook learning and knowledge, as well as memories that can be 'travelled back to' in . Empirical support for this model stems mostly from negative emotions negative emotion Any adverse emotion–eg, anger, envy, cynicism, sarcasm, etc. Cf Positive emotion. , in particular fear (e.g., Bechera et al., 1995; LeDoux, 1996; Morris, Ohman, & Dolan, 1998). However, there is growing evidence that these pathways are also relevant to positive emotions (e.g., Adolphs, Tranel, & Damasio, 1998; Hamann, Ely, Grafton, & Kilts, 1999; Morris et al., 1996; Whalen et al., 1998). Sex can be thought of as among the emotions (Everaerd, 1988; Geer, Lapour, & Jackson, 1993), and the sexual emotions can be taken as prototypical in the domain of positive emotions. The studies presented in this paper are an attempt to investigate the contribution of implicit versus explicit central activation of sexual response. Erotic situations may elicit a great variety of emotional responses. In addition to sexual excitement, other emotions can be experienced: for example, those connected with a tendency to approach the partner, desires, and expectations (Janssen & Everaerd, 1993). We do not know to what degree a preference for sexual stimuli is determined at birth; what we do know is that we are born with a sensitivity to what we call sexual stimuli. This sensitivity develops and becomes prominent around puberty puberty (py `bərtē), period during which the onset of sexual maturity occurs. and, although attenuated AttenuatedAlive but weakened; an attenuated microorganism can no longer produce disease. Mentioned in: Tuberculin Skin Test attenuated having undergone a process of attenuation. , remains manifest into old age (Everaerd, Laan, & Spiering, 2000). Sexual arousal sexual arousal Horny/horniness, randy/randiness Physiology A state of sexual 'yellow alert' which has a mental component–↑ cortical responsiveness to sensory stimulation, and physical component–↑ penile sensitivity, neural response to stimuli, is activated in response to a relevant stimulus. In the production of a sexual response, stimuli that are ascribed sexual meaning by the brain are transformed into specific efferent efferent /ef·fer·ent/ (ef´er-ent) 1. conveying away from a center. 2. something that so conducts, as an efferent nerve. ef·fer·ent adj. messages. Relevant stimuli activate approach behavior; that is, they may function as an incentive (Agmo, 1999; Everaerd, Laan, Both, & Spiering, 2001). The subjective experience of sexual arousal ultimately depends on the individual's awareness and definition of the response as sexual (Everaerd, 1993). The physiological component of sexual response, however, seems connected with implicit memory and can be activated automatically (Bancroft, 1989; Everaerd, Laan, & Spiering, 2000; Geer et al., 1993; Janssen & Everaerd, 1993). This theoretical view is supported by a number of phenomena, including a frequently observed discordance discordance /dis·cor·dance/ (dis-kord´ans) the occurrence of a given trait in only one member of a twin pair.discor´dant dis·cor·dance n. between subjective and physiological sexual response. Genital genital /gen·i·tal/ (jen´i-t'l) 1. pertaining to reproduction, or to the reproductive organs. 2. (in the plural) the reproductive organs. gen·i·tal adj. 1. response can occur without a concurrent subjective sexual experience. This can be interpreted to involve an automatic activation of physiological responses with a concomitant concomitant /con·com·i·tant/ (kon-kom´i-tant) accompanying; accessory; joined with another. concomitant adjective Accompanying, accessory, joined with another conscious appraisal of the stimulus or stimulus situation as nonsexual (Everaerd & Laan, 1994; Janssen & Everaerd, 1993). An extreme example of response discordance can be found in studies with hypogonadal men. Because of low androgen androgen (ăn`drəjən): see testosterone. androgen Any of a group of hormones that mainly influence the development of the male reproductive system. (testosterone testosterone (tĕstŏs`tərōn), principal androgen, or male sex hormone. One of the group of compounds known as anabolic steroids, testosterone is secreted by the testes (see testis) but is also synthesized in small quantities in the ) levels, sexual appetite in these men is absent. Erections in response to erotic films, however, are largely intact (Bancroft, 1989, 1995). This suggests a strong link between visual sexual stimuli and genital responses that does not depend on the presence of sexual desire. Janssen, Everaerd, Spiering, and Janssen (2000) first proposed a conceptual model in which sexual arousal is viewed as dependent on the interaction between automatic and attentional processes. In this model, different levels of cognitive processing can differentially affect subjective and physiological components of sexual arousal: Physiological sexual arousal can be activated automatically, after which strategic or attentional processes may lead to the subjective experience of sexual arousal. To test this model, Janssen et al. (2000) conducted two studies using a priming paradigm. Priming involves a change in the ability to identify a stimulus as a consequence of a prior encounter with a related stimulus. This type of paradigm can be used to study the independent contributions of implicit and explicit processes (Schacter & Badgaiyan, 2001; Schacter & Buckner, 1998). An accepted operational definition of implicit processes is evidence for indirect effects of a stimulus in the absence of direct effects (e.g., Greenwald, Klinger, & Schuh, 1995): in other words Adv. 1. in other words - otherwise stated; "in other words, we are broke" put differently , when priming stimuli produce a response without being consciously elaborated. In the studies of Janssen et al., sexual stimuli were presented subliminally. Pictures (instead of words) were used because they might produce stronger connections with sexual memory (Carr, McCaulley, Sperber, & Parmelee, 1982; De Houwer & Hermans, 1994; but for the contrary see Van Den Hout, De Jong De Jong is the most common Dutch surname. Many people bear this name, including many important historical figures. Some of these people are mentioned below. De Jong may mean:
The hypothesis of the first study of Janssen et al. (2000) was straightforward: Can subliminally presented sexual slides activate genital responses in men? Subliminally presented sexual or neutral pictures (i.e., primes) preceded consciously perceived sexual pictures (i.e., targets). Genital responses were evaluated by measuring penile penile /pe·nile/ (pe´nil) of or pertaining to the penis. pe·nile adj. Of or relating to the penis. penile of or pertaining to the penis. circumference changes. Although the researchers found a small effect, it was difficult to interpret because erectile erectile /erec·tile/ (e-rek´til) capable of erection. e·rec·tile adj. 1. Of or relating to tissue capable of filling with blood and becoming rigid. 2. responses to sexually primed targets were smaller than responses to neutrally primed targets. Therefore, in a second study they decided to test a related hypothesis: Can subliminally presented sexual slides activate sexual meaning in memory? In this study, Janssen et al. chose decision time as the behavioral measure and asked participants to categorize cat·e·go·rize tr.v. cat·e·go·rized, cat·e·go·riz·ing, cat·e·go·riz·es To put into a category or categories; classify. cat sexual and neutral targets as quickly as possible. Subliminally presented sexual or neutral primes preceded the targets. Results showed that categorization of sexual pictures was facilitated by sexual primes. This can be interpreted as evidence for the implicit activation of sexual memory. However, interpretation of the results was hindered because a postexperimental recognition test revealed that some participants had consciously perceived some of the primes. The goal of the studies presented here is to further improve our understanding of the role of implicit and explicit processes in the activation of sexual meaning. To that end, we included a subjective measure of sexual arousal in the design. When processing of sexual information is implicit and does not activate declarative memory, subjective arousal arousal /arous·al/ (ah-rou´z'l) 1. a state of responsiveness to sensory stimulation or excitability. 2. the act or state of waking from or as if from sleep. 3. should not be elicited. In addition, we made three substantial changes regarding the operationalisation of subliminal subliminal /sub·lim·i·nal/ (-lim´i-n'l) below the threshold of sensation or conscious awareness. sub·lim·i·nal adj. 1. Below the threshold of conscious perception. Used of stimuli. presentation of primes. First, Janssen et al. (2000) established individually subjective perceptual per·cep·tu·al adj. Of, based on, or involving perception. thresholds (Cheesman & Merikle, 1984, 1986). They did not include sexual pictures in this procedure because it was believed that participants might be reluctant to verbalize what they saw when confronted with degraded de·grad·ed adj. 1. Reduced in rank, dignity, or esteem. 2. Having been corrupted or depraved. 3. Having been reduced in quality or value. sexual stimuli. However, as emotional stimuli may have a lower threshold compared to neutral stimuli (e.g., Murphy & Zajonc, 1993), we did include emotional stimuli in the threshold determination task in the present study. Second, prime presentation time was reduced to 80% of the participants' threshold. Third, in the Janssen et al. (2000) study, one prime presentation consisted of five repeated exposures of the prime using a forward and backward masking Backward masking has several meanings:
1. lack of synchronism; disturbance of coordination. 2. occurrence at distinct times of events normally synchronous; disturbance of coordination.asyn´chronous (SOA (1) (Start Of Authority) The first record in a DNS zone file. See DNS records. (2) (Service Oriented Architecture) The modularization of business functions for greater flexibility and reusability. ) was over 2,000 ms. Since controlled processes are assumed to start 300 ms after stimulus presentation, this could be too long (Fazio, Sanbonmatsu, Powell, & Kardens, 1986; Hermans, De Houwer, & Eelen, 1994; Neely, 1977; Posner & Snyder, 1975). In the current study primes were presented only once in each trial, thus substantionally reducing SOAs. In this study, as in Janssen et al. (2000), only men were tested to maximize priming effects. Men as compared to women have been found to be more easily aroused by visual stimuli (Geer et al., 1993). Also, emotional responses to sexual stimuli are more blended in women than in men (Everaerd, Laan, Both, & Van Der Velde, 2000). EXPERIMENT 1 The purpose of this experiment was to test the hypothesis that sexual meaning can be activated implicitly. Participants were asked to respond to consciously perceived sexual and neutral targets that were preceded by subliminally presented sexual and neutral primes. The experiment consisted of two series of trials, Series 1 and Series 2. In the first series, we assessed whether sexual primes can activate implicit sexual memory and thus facilitate the recognition of sexual targets. In the second series, we tested whether sexual primes, when rendered inaccessible to conscious awareness, will fail to elicit subjective sexual arousal. Method Participants Thirty male university students (M = 24.8 years, SD = 5.6) participated in this study. As only heterosexual stimulus materials were used, only heterosexual men were recruited. All participants had normal or corrected-to-normal vision. All completed written informed consent prior to participation and were offered course credits for collaboration. After the experiment was finished, the participants were asked to complete the Questionnaire for Screening Sexual Dysfunctions sexual dysfunction Inability to experience arousal or achieve sexual satisfaction under ordinary circumstances, as a result of psychological or physiological problems. (Vroege, 1994). This was done to enable the selection of participants for a related study with patients. All participants reported being sexually active and relatively satisfied with their current sexual life (M = 3.6, SD = 1.1, on a 5-point scale from highly dissatisfied to highly satisfied). All participants had seen erotic pictures prior to participation. Setting and Apparatus The experiment was conducted in two adjacent rooms. As in Janssen et al. (2000), participants were seated at a table facing a backlit An LCD screen that has its own light source from the back of the screen, making the background brighter and characters appear sharper. milk colored projection screen. The size of the projected images was 13 cm x 26 cm. Viewing distance was approximately 130 cm, resulting in a 6 horizontal and 11[degrees] vertical visual angle. For the registration of responses, three button boxes were placed in front of the participant. The first button box was placed in the middle of the table. This box had seven buttons and was used to measure subjective responses on a 7-point scale. Two boxes with one button each were used to measure decision times. They were placed on the left and right side of the table. One was labeled with the word sex, the other with the word plant. The positions (left or right) of these buttons were randomized ran·dom·ize tr.v. ran·dom·ized, ran·dom·iz·ing, ran·dom·iz·es To make random in arrangement, especially in order to control the variables in an experiment. across participants. The experimenter and all technical equipment needed for slide presentations and data collection were stationed in the other room. The experimenter communicated with the participant using an intercom system. Three Kodak slide projectors, each outfitted with a Displaytech ferroelectric Refers to a material that functions similarly to a ferromagnetic material in that it can be polarized into two states. Ferroelectric devices generally do not have any "ferrous" (iron) in them. See FeRAM and ferroelectric capacitor. liquid crystal shutter (1) An opaque window that is moved in one direction to let light in and in another to close off the light. In fixed-lens cameras, one shutter often suffices for aperture and speed. , were used to project the images on the screen. We used a Bull ZA33D microcomputer to control the slide carousels as well as the sequencing and timing of the shutters. Materials and Design The neutral or plant slides depicted flowers, plants, and bushes. Slides with sexual content were made of photographs taken from erotic magazines. We created two subsets of sexual stimuli, named explicit and models. Slides in the explicit subset portrayed heterosexual couples engaging in oral sex or sexual intercourse sexual intercourse or coitus or copulation Act in which the male reproductive organ enters the female reproductive tract (see reproductive system). . Slides in the models subset depicted nude or nearly nude women looking into the camera. To ensure that these slides were comparable in arousal value, and to enable us to attribute small differences in subjective arousal to the different primecategories, we conducted a pilot study in which 23 men rated an initial set of 80 slides. The question "To what degree did you find the last slide sexually arousing?" could be answered on a 7-point scale, varying from not at all to extremely. We selected 20 slides with a mean of 2.9 (SD = 1.2) to form the models subset. The slides with the models were used as targets in Series 2, in which participants rated their subjective sexual arousal and the arousability of the slides. To avoid having the effect of the targets overrule The refusal by a judge to sustain an objection set forth by an attorney during a trial, such as an objection to a particular question posed to a witness. To make void, annul, supersede, or reject through a subsequent decision or action. the effect of the primes, no explicit slides were used as targets in this series. All pictures were carefully selected to match on stimulus dimensions such as complexity, contrast, and luminance The amount of brightness, measured in lumens, that is given off by a pixel or area on a screen. For example, dark red and bright red would have the same chrominance, but a different luminance. . For example, the number of main elements of a picture was not allowed to exceed two, excessively dark or light pictures were omitted, and an attempt was made to arrive at a broad range of colors not of the white race; - commonly meaning, esp. in the United States, of negro blood, pure or mixed. See also: Color for all sets. The luminances of the two sets of stimuli measured during projection were comparable in range: 0.25 to 0.35 lx for the sexual slides, 0.20 to 0.35 lx for the plant slides. Each of the two stimulus series consisted of 40 trials. In each trial a consciously perceived sex or plant target was preceded by a subliminally presented sex or plant prime. In the first series, decision time was the dependent variable. We asked participants to categorize the targets as quickly as possible by pushing either the sex or plant button. We measured decision time from onset of the target to the pressing of a button. In the second series, the variable of interest was subjective sexual arousal. Each target was followed by two questions. The first asked participants to indicate how sexually aroused they felt ("To what degree do you feel sexually aroused at this moment?"). Participants could press one of the seven buttons, reflecting a 7-point scale with not at all and extremely as its anchors. As we generally expected low levels of sexual arousal, and as the possibility of carry-over effects existed (i.e., participants still experiencing arousal from a previous slide), a second, more indirect and evaluative assessment of sexual arousal was added. This involved a rating of the arousal value of the slide and required participants, using the same 7-point scale, to answer the question "To what degree did you find the last slide sexually arousing?" In addition to the sex and plant slides we used four other slides. First, a black fixation fixation: see psychoanalysis. dot signaled the start of each trial. Second, before each prime presentation, we presented a mask. The mask was constructed by arranging pieces of photographs of neutral objects (e.g., trees, musical instruments) and parts of the human body (e.g., hands, ears) in random orientations. We carefully chose the size and shape of these pieces, approximately 60 in number, to prevent recognition of any of the objects presented. The mask was comparable with sex and plant slides in contrast, color, and luminance (0.35 lx). Finally, the two questions following the targets in Series 2 were also presented on slides. Experimental trials proceeded as follows (see Figure 1). First, we presented the fixation dot for 1,000 ms. Then, after a delay of 1,000 ms, we presented the mask for 500 ms, directly followed by the prime. We determined prime exposure duration with an identification threshold procedure (cf. Cheesman & Merikle, 1984, 1986). Backward masking of the prime (Holender, 1986) was accomplished by immediately presenting the target (cf. Murphy & Zajonc, 1993). Since there was no pause between prime and target, the SOA was equal to the prime presentation time. In Series 1, we ended target presentations as soon as the participant pressed a button. In Series 2, we presented targets for 1,000 ms, followed by the slide with the first question. After the participant responded, we presented the second question. The experimental design of the study was a 2 (Prime: sex, plant) X 2 (Target: sex, plant) within-subjects factorial factorial For any whole number, the product of all the counting numbers up to and including itself. It is indicated with an exclamation point: 4! (read “four factorial”) is 1 × 2 × 3 × 4 = 24. . Randomization randomization (ranˈ·d Regarding randomization of slides (i.e., the specific slides that fill in the conditions), we used a random selection of 40 out of a total of 80 plant slides as primes; the other 40 were used as targets. We used 20 of the 60 explicit sexual slides as targets in Series 1; the other 40 were used as primes (20 in Series 1, 20 in Series 2). We selected the set of 20 models slides to function as targets in Series 2. We made one random sequence of the targets used for all participants; the sequence of the primes was randomized afresh a·fresh adv. Once more; anew; again: start afresh. afresh Adverb once more Adv. 1. for each participant. Procedure The experiment, which took about 75 minutes to complete, consisted of five phases total: (a) adaptation, (b) threshold determination, (c) Series 1: measurement of decision times, (d) Series 2: measurement of subjective sexual arousal, and (e) a forced-choice recognition test (see Table 1). At the end of the experimental session, we asked participants to complete the Questionnaire for Screening Sexual Dysfunctions (Vroege, 1994). We also conducted an exit interview and provided participants with information about the theoretical background of the study. Phase 1: Adaptation. The adaptation phase was included to permit habituation habituation Reduction of an animal's behavioral response to a stimulus, as a result of a lack of reinforcement during continual exposure to the stimulus. Habituation is usually considered a form of learning in which behaviours not needed are eliminated. to room illumination level and to the light emitted by the slide presentations, and to familiarize participants with the slide presentation procedure. We informed participants about the experimental procedures in the dimly lit experimental room. After this, the experimenter went to the adjacent room and from that moment on all communication took place via the intercom system. As part of the adaptation phase, participants were presented with 15 slides (including both sex and plant slides), each lasting 30 seconds. They were instructed to simply watch the slides and were told that later in the experiment some questions might be asked about the slides. Phase 2: Threshold determination. The longest stimulus (or prime) duration at which a participant was not able to correctly identify or guess the content of slides was considered to be his perceptual threshold (cf. Cheesman & Merikle, 1984, 1986; Kihlstrom, Barnhardt, & Tataryn, 1992). In addition to sex and plant slides, we used stimuli with other affective (e.g., snakes, babies) or neutral (e.g., houses, utensils) content (selected from the International Affective Picture System; Lang, Bradley, & Cuthbert, 1995). We took care to meet the same criteria of complexity, contrast, and luminance that were met by the sex and plant slides. The sequence of events for a trial in the threshold determination procedure differed in one aspect from an experimental trial: The presentation of the target was now replaced by a second presentation of the mask. After each trial, we asked participants to report anything they saw on the slide between the repeated presentations of the mask. When the participant reported having seen nothing, he was encouraged to try to report on any irrelevant feature of the stimulus that he might have perceived (e.g., shapes, colors). We classified a stimulus as identified when the participant correctly mentioned relevant features of the stimulus. We classified a stimulus as not identified when the participant failed to give any verbal description of the stimulus or when a description was erroneous beyond doubt. We determined identification thresholds with a combination of the descending descending /des·cend·ing/ (de-send´ing) extending inferiorly. (Marcel Marcel the fast ebbing of time impels him to devote his life to recording it. [Fr. Lit.: Proust Remembrance of Things Past] See : Time , 1983) and ascending ascending /as·cend·ing/ (ah-send´ing) having an upward course. ascending progressing to higher levels, usually used in reference to the nervous system. (e.g., Carr et al., 1982) method of limits (cf. Janssen et al., 2000). In the first trial, we set the SOA to 100 ms. If the participant correctly identified the stimulus, the SOA of the next trial was decreased by 10 ms. This was repeated until the participant failed to identify a stimulus for the first time. After this procedure, we held exposure duration constant for the next presentation. If the participant identified the stimulus correctly, the SOA in the next trial was again decreased by 10 ms. If the participant failed to identify the stimulus, we held exposure duration constant. This procedure was repeated until the participant failed to identify five stimuli at the same duration in succession. Then we increased the SOA by 5 ms. If the participant failed to identify five stimuli at this duration in succession, this SOA was considered to be his personal threshold. If, however, the participant did identify a stimulus at this SOA, his personal threshold estimate equaled the exposure duration of the previous block of trials (i.e., 5 ms lower). The SOA in the experimental series was set on 80% of the personal threshold. Phase 3: Series 1, measurement of decision times. We explained to participants that in this phase only sex and plant slides would be presented, and that they would be preceded by the fixation dot and the presentation of "the slide with the fragments of photographs" (i.e., the mask). We asked participants to decide in each trial whether the target was a sex or plant slide and to press the corresponding button with their right or left forefingers. They were instructed to respond as quickly and accurately as possible. During a block of 12 practice trials, participants became familiar with the task. After these trials, they were told that the 40 experimental trials would begin. Phase 4: Series 2, measurement of subjective sexual arousal. After a 5-minute resting period during which participants listened to music, we presented a new block of trials. We informed participants that they would be exposed to a similar series of trials. However, this time we asked them to answer the two sexual arousal questions after each slide presentation. They could give answers by pushing one of the seven buttons on the box in front of them. In addition, we explained that reaction times would not be measured during this series. Six practice trials preceded the block of 40 experimental trials. Phase 5: Forced-choice recognition test. Immediately following the last experimental phase, we started a forced-choice recognition test. We presented a selection of 20 primes again, randomly intermixed with 20 distractor dis·trac·tor n. Variant of distracter. stimuli. We randomly selected five sex and five plant prime slides from Series 1 and five sex and five plant primes from Series 2. The distractor stimuli consisted of 10 sex and 10 plant slides that were matched for content, composition, and luminance. To minimize response biases, we added 20 slides (fillers) that participants had consciously perceived earlier in the study, during the adaptation phase and the practice and experimental trials. For each slide, participants were asked whether or not they believed they had seen it before. After the participant responded, he was shown the next slide. Results One participant was excluded from analyses because his decision times were extremely long (M = 1,577 ms; SD = 479) compared to a mean decision time of 417 ms (SD = 79) for the other participants. Threshold Determination and Recognition Test Identification thresholds ranged from 10 to 25 ms with a mean of 13 ms (SD = 4). The mean SOA in the experimental series was 10 ms (SD = 3). In the exit interview, none of the participants reported having seen presentations of a slide between mask and target in the experimental series. We determined accuracy of the old-new decisions obtained during the recognition task by calculating hit rates (true positive rates), false alarm rates (false positive rates), and predictive values pre·dic·tive value n. The likelihood that a positive test result indicates disease or that a negative test result excludes disease. predictive value a measure used by clinicians to interpret diagnostic test results. positive and negative (Janssen et al., 2000; Weinstein & Fineberg, 1980). Hit and false alarm rates provide information about accuracy in terms of detection, the proportion of stimuli that is correctly or incorrectly identified as prime. Predictive values positive and negative provide information about accuracy in terms of discrimination, the proportion of "seen before" and "not seen before" responses that corresponds to primes and distractors. Predictive values positive were calculated as the number of times a subject decided "seen before" given that the stimulus was a prime. This value reflects the probability of a correct response when participants indicate they have seen a slide before. Predictive values negative were calculated as the proportion of correct decisions given the response "not seen before." The mean hit rate for the fillers (i.e., slides that were presented before at a conscious level) was .73 (SD = 0.09). Table 2 shows the hit rates, false alarm rates, and predictive values positive and negative for the priming stimuli. The relatively low hit rates indicate that the subjects were not accurate in detecting priming stimuli. False alarm rates were also low, suggesting that the subjects accurately detected distractors. The combined results indicate that the decision "not seen before" prevailed regardless of the true nature of the presented stimuli. Paired t tests revealed no significant effect for false alarm rates between neutral and sexual stimuli, t(28) = 0.57, ns, whereas the hit rates of neutral stimuli were significantly higher, t(28) = 2.60, p < .02. Predictive values negative were all about .50, indicating that the response "not seen before" was given equally often for primes as for distractors. The mean predictive value positive was relatively high. A one-group t test showed that there was a significant deviation from chance, t(28) = 3.67, p < .01. Although the predictive values positive were higher for neutral stimuli compared to sexual stimuli, these two values did not differ significantly according to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. a paired t test, t(24) = 1.38, ns. Decision Times Within a total of 1,160 trials, participants made 40 reponse errors, M = 1.4, SD = 1.2 (i.e., participants pressed the sex button in response to a plant target and vice versa). Table 3 shows means and standard deviations In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. of errors per condition. A Friedman test Friedman test a modification of the aschheim-zondek test for pregnancy in the mare based on the use of a rabbit instead of mice. Little used because of the cost of the rabbit. , [c.sup.2](3, N = 29) = 0.54, ns, revealed no significant differences. For the remaining 1,120 trials, we eliminated outliers using the following procedure. First, we excluded decision times below 100 ms and above 1,000 ms. Second, we removed decision times of 3 standard deviations above a participant's mean (cf. Janssen et al., 2000; Mogg, Mathews, & Eysenck, 1992; Ratcliff, 1993). This procedure led to the exclusion of another eight trials. Participants' mean decision times over all 40 trials varied between 345 and 550 ms (M = 419, SD = 49). Table 3 shows means and standard deviations for each condition. A 2 (Prime: sex, plant) X 2 (Target: sex, plant) repeated measures ANOVA anova see analysis of variance. ANOVA Analysis of variance, see there with decision time as the dependent variable revealed no significant main effects [prime: F(1, 28) = 1.14, ns; target: F(1, 28) = 0.26, ns], but did reveal a significant interaction of Prime X Target, F(1, 28) = 6.25, p < .02. Follow-up paired t tests to explore this Prime X Target interaction revealed a significant effect for sex targets in the predicted direction. Sexual targets preceded by sexual primes were categorized cat·e·go·rize tr.v. cat·e·go·rized, cat·e·go·riz·ing, cat·e·go·riz·es To put into a category or categories; classify. cat as sexual more quickly than were sexual targets preceded by plant primes, t(28) = 2.25, p < 0.04. For plant targets, mean decision times did not significantly differ by prime content, t(28) = 1.10, ns. The relationship between the results of the recognition test and the effects of priming was explored using correlational analyses. We calculated Pearson product-moment correlations between an index of recognition and an index of effect of priming (cf. Janssen et al., 2000). We created the index of recognition by multiplying predictive values positive by the associated hit rates. Thus, this index consisted of weighted predictive values positive. We created the effect of priming index by subtracting responses obtained in the congruent con·gru·ent adj. 1. Corresponding; congruous. 2. Mathematics a. Coinciding exactly when superimposed: congruent triangles. b. trials from responses obtained in the incongruent in·con·gru·ent adj. 1. Not congruent. 2. Incongruous. in·con gru·ence n. trials. The correlations between
the two indices were r = .42, p < .03, for the sexual stimuli and r =
.12, ns, for the neutral stimuli.Subjective Sexual Arousal The mean response to the first question ("To what degree do you feel sexually aroused at this moment?") varied from 1.0 to 4.8 (M = 2.4, SD = 0.9). For the second question ("To what degree did you find the last slide sexually arousing?") the range was 1.5 to 3.9 (M = 2.4, SD = 0.6). The correlation between the two questions was r = .73 (p < .01). Means and standard deviations per condition are presented in Table 3. A 2 (Prime: sex, plant) X 2 (Target: sex, plant) repeated measures ANOVA was performed with the first question as the dependent variable. We found no main effect of prime, F(1, 28) = 0.03, ns. However, the main effect for target was significant, F(1, 28) = 26.55, p < .01; sexual targets elicited more arousal compared to neutral targets. We found no significant interaction between the factors, F(1, 28) = 0.02, ns. A 2 (Prime: sex, plant) X 2 (Target: sex, plant) repeated measures ANOVA with the second question as the dependent variable revealed the same pattern: no main effect for prime, F(1, 28) = 1.11, ns; a main effect for target, F(1, 28) = 167.61, p < .01, indicating higher arousal ratings after sexual targets; and no significant interaction effects, F(1, 28) = 1.59, ns. To investigate a possible relationship between priming effects and the level of awareness, we correlated the recognition index with the effect of priming. The priming index was created by subtracting responses obtained in the incongruent trials from responses obtained in the congruent trials. The correlations between the two indices were not significant: first question, sexual stimuli r = .26, neutral stimuli r = -.07; second question, sexual stimuli r = .34, neutral stimuli r = .15. Discussion As predicted, sexual primes facilitated the recognition of sexual targets. Because the primes were held inaccessible to conscious cognitive elaboration, this facilitation Facilitation The process of providing a market for a security. Normally, this refers to bids and offers made for large blocks of securities, such as those traded by institutions. effect provides evidence for the implicit activation of sexual memory. The fact that plant primes did not facilitate the recognition of plant targets is in accordance with the literature, which considers the emotional relevance of a stimulus as a crucial criterion for implicit processing (e.g., LeDoux, 1996; Ohman, 1993; Zajonc, 1980, 1984). Evidence for the idea that the primes were indeed processed implicitly and not consciously (or explicitly) elaborated or perceived emanates from a number of different findings. Regarding subjective arousal, we found no effect of prime presentations. This suggests that declarative memory was succesfully bypassed. Also, during the exit interview, participants did not report having noticed the presence of the primes. Comparison of the predictive values positive obtained in the recognition test of this study and in Janssen et al. (2000) reveals that sexual primes were less often detected in this study than in Janssen et al. (.60 vs. .91). However, results from the recognition test of the current study still showed a significant deviation from chance. This seems to contradict con·tra·dict v. con·tra·dict·ed, con·tra·dict·ing, con·tra·dicts v.tr. 1. To assert or express the opposite of (a statement). 2. To deny the statement of. See Synonyms at deny. the idea of nonconscious processing. Although the 10% difference in recognition between primes and distractors is comparable to studies in which awareness thresholds were estimated using a 10% detection difference in forced-choice trials (e.g., Cheesman & Merikle, 1984; Kemp-Wheeler & Hill, 1992; Marcel, 1983), the framework of our recognition test originated from studies that required no difference between primes and distractors in a test of awareness (e.g., Murphy & Zajonc, 1993; Ohman & Soares, 1994). A recent study by Buckner (2000) is relevant in this context. By analyzing fMRI data obtained in a recognition task, he showed the crucial role of the hippocampus hippocampus fabulous marine creature; half fish, half horse. [Rom. Myth. and Art: Hall, 154] See : Monsters in the difference between knowing and remembering. In the first case, knowing, recognition stems from a feeling of familiarity. There is no involvement of the hippocampus or declarative memory. In contrast, recognition as remembering does activate the hippocampus and explicit memory Explicit memory Conscious recall of facts and events that is classified into episodic memory (involves time and place) and semantic memory (does not involve time and place). . The results of our recognition test seem to reflect the first case, so the above-chance recognition of primes does not necessarily contradict our hypothesis of implicit processing. Differences in recognition seem to coincide with different magnitudes of priming effects, as was demonstrated by the positive correlation Noun 1. positive correlation - a correlation in which large values of one variable are associated with large values of the other and small with small; the correlation coefficient is between 0 and +1 direct correlation we found between priming effect and the level of awareness (cf. Greenwald & Draine, 1997; Greenwald et al., 1995). This suggests that implicit activation is not an "on or off" phenomenon; instead, depth of processing might be a variable that accounts for response variability. It also calls for more precise definitions of the concepts implicit, automatic, unconscious, and unattended, because implicit or automatic processes most likely do not rule out attention or consciousness (Bargh, 1992; Dehaene et al., 1998; Shiffrin, 1997; Velmans, 1991). Janssen et al. (2000) found negative correlations Noun 1. negative correlation - a correlation in which large values of one variable are associated with small values of the other; the correlation coefficient is between 0 and -1 indirect correlation indicating that priming effects decreased with higher levels of recognition. A possible explanation for this difference involves the finding that on average, identification thresholds were higher in Janssen et al. (2000) than in the current study (38 ms vs. 13 ms, respectively). Considering that the setting and procedures were largely identical for the two studies, this difference, especially when combined with the higher recogition levels in the Janssen et al. study, suggests a complex, curvilinear curvilinear a line appearing as a curve; nonlinear. curvilinear regression see curvilinear regression. relationship between stimulus accessibility and both the strength and direction of priming effects. At a low level of stimulus accessibility, priming effects may be strongest at somewhat longer prime presentation durations (explaining the positive correlation in the current study), whereas at higher levels of stimulus accessibility, the strongest effects may be found with the shortest exposures (explaining the negative correlation found in the Janssen et al. study). This thus further supports the idea that qualitative differences in responding may exist depending on whether primes are implicitly or explicitly processed (cf. Janssen et al., 2000; Murphy & Zajonc, 1993). A valuable strategy to further elucidate e·lu·ci·date v. e·lu·ci·dat·ed, e·lu·ci·dat·ing, e·lu·ci·dates v.tr. To make clear or plain, especially by explanation; clarify. v.intr. To give an explanation that serves to clarify. these differences using our paradigm could be to contrast the implicit processing mode with a conscious, explicit processing condition (Baars & McGovern, 1993; Merikle, 1992; Merikle & Reingold, 1992). If explicitly processed sexual primes produce qualitatively different effects from implicitly processed primes, this provides evidence for the idea that two different mechanisms of information processing information processing: see data processing. information processing Acquisition, recording, organization, retrieval, display, and dissemination of information. Today the term usually refers to computer-based operations. have been involved. Clearly, the relevance of studying automatic or implicit processes would be greater if they are not simply quantitatively weaker versions of controlled, conscious processes (Merikle, 1992; Merikle & Reingold, 1992). Besides the results of Janssen et al. (2000), there is additional support for the prediction that conscious appraisal of sexual primes will lead to effects opposite to the ones we found in Experiment 1 with subliminal primes. In lexical lex·i·cal adj. 1. Of or relating to the vocabulary, words, or morphemes of a language. 2. Of or relating to lexicography or a lexicon. [lexic(on) + -al1. decision and reading tasks, delays in responding have been reported when sexual materials are presented (Geer & Bellard, 1996; Geer, Judice, & Jackson, 1994; Geer & Melton mel·ton n. A heavy woolen cloth used chiefly for making overcoats and hunting jackets. [After Melton Mowbray, an urban district of central England.] , 1997). Geer and Melton (1997) labeled "this hesitancy hes·i·tan·cy n. An involuntary delay or inability in starting the urinary stream. in decision making related to erotic material as 'Sexual Content-Induced Delay' (SCID SCID severe combined immunodeficiency (disease); see under immunodeficiency. SCID abbr. severe combined immunodeficiency SCID severe combined immunodeficiency disease. )" (p. 296). Geer and Melton provided two explanations for SCID. The first is the response bias hypothesis, which states that when a decision about socially unacceptable stimuli is made, responses are delayed because participants do not want to make an error. The appraisal hypothesis states that the delay is the result of cognitive appraisal of emotional stimuli calling on additional processing, which interferes with the decision making process (cf. Pashler, 1994). In Series 1, no main effect of target was found. When this result is looked at in terms of SCID, it contradicts the response bias explanation. If sexual primes that are presented on a clearly conscious level would indeed decelerate de·cel·er·ate v. de·cel·er·at·ed, de·cel·er·at·ing, de·cel·er·ates v.tr. 1. To decrease the velocity of. 2. subsequent decisions, the appraisal hypothesis for the SCID phenomenon is supported. Thereby, this decelaration further validates our paradigm with respect to implicit processing and extends it to explicit processing of sexual information. Regarding Series 2, the subjective response component, sexual primes that activate sexual representations in declarative memory should be capable of eliciting a subjective experience of sexual arousal, measured on following targets (cf. Geer et al., 1993; Hansen & Shantz, 1993; Power & Brewin, 1990). EXPERIMENT 2 The second experiment was designed to test the hypothesis that explicit presentation of sexual information will have qualitatively different effects from implicit processing of sexual information. We asked participants to respond to sexual and neutral targets that were preceded by sexual and neutral primes. Both primes and targets were presented at a conscious level. The experiment was composed of two blocks of experimental trials: In Series 1 we tested whether sexual primes would decelerate recognition of following targets, and in Series 2 we tested whether sexual primes would elicit subjective sexual arousal measured on sexual targets. Method The procedure, stimuli, and apparatus used in this experiment were identical to those used in Experiment 1, with two exceptions. First, we did not include the threshold determination and recognition test in this experiment. Second, we set prime presentation time (and SOA) at 1,000 ms. Participants were now asked to respond to "the second slide." Results Twenty-three newly recruited male university students (M = 23.1 years, SD = 2.9) participated under the same conditions as in the previous experiment. All participants reported sexual desire and sexual behavior sexual behavior A person's sexual practices–ie, whether he/she engages in heterosexual or homosexual activity. See Sex life, Sexual life. . On a 5-point scale they reported an average satisfaction with their current sexual life of 3.2 (SD = 1.1). Decision Times Of the 920 decision times, 871 were used for analyses. A total of 27 response errors were made (see Table 4). A Friedman test revealed no significant differences for the error rates per condition, [c.sup.2](3, N = 23) = 6.51, ns. We considered 22 decision times outliers (see Experiment 1 for outlier outlier /out·li·er/ (out´li-er) an observation so distant from the central mass of the data that it noticeably influences results. outlier an extremely high or low value lying beyond the range of the bulk of the data. detection and elimination procedures). The range of the mean decision times over trials was 359 to 654 ms (M = 490, SD = 82). Means for each condition are shown in Table 4. A 2 (Prime: sex, plant) X 2 (Target: sex, plant) repeated measures ANOVA revealed no main effects, prime: F(1, 22) = 2.82, ns; target: F(1, 22) = 3.23, ns. However, we found a significant interaction between the factors, F(1, 22) = 4.71, p < .05. Follow-up paired t tests to explore this Prime X Target interaction revealed a significant effect for sex targets: Sexual targets preceded by sexual primes were categorized as sexual more slowly than were sexual targets preceded by plant primes (t(22) = 2.82, p < 0.02). For neutral targets, mean decision times did not differ by prime content (both 482 ms). Subjective Sexual Arousal Mean responses on the first question ("To what degree do you feel sexually aroused at this moment?") varied from 1.0 to 4.1 (M = 2.5, SD = 0.9), while mean responses on the second question ("To what degree did you find the last slide sexually arousing?") ranged from 1.3 to 3.1 (M = 2.3, SD = 0.6). The correlation between the two questions was r = .84, p < .01. The means and standard deviations for each condition are shown in Table 4. A 2 (Prime: sex, plant) X 2 (Target: sex, plant) repeated measures ANOVA was performed with the first question as dependent variable. We found a main effect for prime: sexual primes elicited more arousal compared to neutral primes, F(1, 22) = 15.15, p < .01. The main effect for target was also significant, F(1, 22) = 18.85, p < .01. Sexual primes and sexual targets elicited more arousal than did neutral primes and targets, respectively. There was no significant interaction between the factors, F(1, 22) = 1.74, ns. Additionally, we performed a 2 (Prime: sex, plant) X 2 (Target: sex, plant) repeated measures ANOVA with the second question as dependent variable. A main effect for prime was found, F(1, 22) = 11.60, p < .01, and the main effect for target was also significant, F(1, 22) = 100.56, p < .01. Sexual primes and sexual targets led to higher assessments compared to neutral primes and targets, respectively. There was no significant interaction between the factors, F(1, 22) = 0.80, ns. Discussion The findings of Experiment 2 present a mirror image of those of Experiment 1, at least where Series 1 is concerned. Sexual primes influenced decisions about sexual targets; however, contrary to Experiment 1, categorization of sexual targets was decelerated (instead of accelerated) When these targets were preceded by consciously perceived sexual primes. With regard to subjective sexual arousal (Series 2), our prediction was confirmed. Sexual targets elicited more arousal (first question) and were rated more arousing (second question) compared to neutral targets; targets elicited more arousal (first question) and were rated more arousing (second question) when preceded by sexual primes compared to plant primes. These findings support the idea that, since sexual primes influenced subjective (consciously experienced) sexual arousal, conscious cognitive elaboration of the primes occurred. The finding that decisions in sex-sex trials (Series 1) were slower than decisions in the other three conditions (i.e., sex-plant, plant-plant, and plant-sex) resembles the SCID phenomenon (Geer & Bellard, 1996; Geer & Melton, 1997). It provides convergent validation of this concept; the data in the Geer and colleagues studies were gathered using words and nonwords in a primed and unprimed lexical decision task The lexical decision task is a procedure used in many psychology and psycholinguistics experiments. The basic procedure involves measuring how quickly people classify stimuli as words or nonwords. , whereas the data from Experiment 2 were collected in a categorization task in which pictures were used. Two hypotheses have been put forward regarding the underlying mechanism of SCID: the response bias hypothesis and the appraisal hypothesis (Geer & Melton, 1997). The results of Experiment 2 seem to contradict both hypotheses. The response bias hypothesis would predict delayed responses on sex targets (because participants do not want to make an error). However, in Experiment 1 as well as 2, we found no main effect for target. The appraisal hypothesis would predict a main effect of prime in Experiment 2. Conscious cognitive appraisal of sexual primes would call on additional processing which would interfere with the decision making process. The fact that in this study sexual primes did not decelerate decisions on plant targets contradicts this hypothesis. Sexual information might trigger regulatory modules that are specific for sexual (or emotional) response. Because specific regulation does not affect neutral responses, sex primes do not interfere with neutral targets. This interpretation can be seen as an elaboration of the appraisal hypothesis of Geer and Melton (1997). To further explore the role of appraisal in the explanation of SCID in a continuing study, Spiering, Everaerd, and Elzinga (2002) replicated Series 1 of Experiment 2 with two modifications. They added primes with other emotional content (threatening information) and used a manipulation of instruction (ignore vs. focus). Results from this study showed that the SCID effect only emerged when sexual primes were ignored; however, threatening primes also decelerated recognition of sexual pictures. The authors suggested that SCID could be interpreted as the activation of regulatory modules by emotional stimuli in the stage of elicitation of emotional response (Spiering et al., 2001). GENERAL DISCUSSION According to our theoretical view, the activation of the sexual system occurs automatically when conditions of this system match with stimulus features in the environment. In a subsequent stage, cognitive regulatory processes may inhibit or facilitate the sexual response. It is in this stage that subjective sexual arousal arises. This view is consistent with emotion theories, which consider the conscious emotional experience a by-product by·prod·uct or by-prod·uct n. 1. Something produced in the making of something else. 2. A secondary result; a side effect. by-product Noun 1. of or feedback from early emotional processes that took place outside awareness (e.g., involving unconscious appraisal, physiological arousal, or motor activation; see James, 1884; Lang, 1995; LeDoux, 1994; Ohman, 1987; Scherer, 1993). It is important to emphasize that when the emotional response proceeds, conscious, attentional, or strategical processes are an important determinant determinant, a polynomial expression that is inherent in the entries of a square matrix. The size n of the square matrix, as determined from the number of entries in any row or column, is called the order of the determinant. of sexual arousal. However, this is beyond the scope of this article (see Janssen et al., 2000, for a discussion of this issue). The two experiments presented in this paper build on the experiments reported by Janssen et al. (2000). The results of the categorization task of Experiment 1 reflect the existence of an implicit match between sexual memory and a sexual stimulus. The presentation of sexual primes, inaccessible to conscious cognitive elaboration, facilitated the recognition of sexual targets. Sexual representations in memory were automatically activated. Experiment 2 showed that conscious perception of the primes leads to an opposite effect, with recognition of sexual targets being delayed by sexual primes. The processing of sexual information (i.e., the perception of the sexual prime together with the required decision on the sexual target) probably used additional capacity or called for higher cognitive regulation which may have slowed down decision making (Geer & Melton, 1997; Spiering et al., 2001). Further research in this line should focus on questions about the specificity of the effects described above. Were these effects the result of a specifically sexual valence Valence, city, France Valence (väläNs`), city (1990 pop. 65,026), capital of Drôme dept., SE France, in Dauphiné, on the Rhône River. of the prime, or can they be attributed to its general emotional valence? Regarding explicit activation (Experiment 2), a follow-up study showed that threatening primes also decelerated decisions on sexual targets (Spiering et al., 2001). For this condition, an emotional valence rather than sexual valence seems responsible for the effect. Regarding implicit activation (Experiment 1), the question of specificity remains unanswered. Replicating the experiment with slides with different emotional content could clear up this issue. Ohman and Soares (1994) reported a relevant study on anxiety disorders Anxiety disorders A group of distinct psychiatric disorders characterized by marked emotional distress and social impairment, including generalized anxiety disorder, panic disorder, obsessive-compulsive disorder, and posttraumatic stress disorder. . Snake phobics responded on snake slides and spider phobics on spider slides, but not vice-versa. Very brief presentations of emotional slides thus do not seem to prevent a relatively specific analysis of content. Another way to explore the specificity of the effects reported here would be to use a sexually specific physiological measure. Although Janssen et al. (2000) found some initial support for the specificity of sexual priming effects, the measurement of circumference changes of the penis proved to be problematic with short stimulus presentations. With some methodological improvements, the registration of corpus cavernosum corpus cav·er·no·sum n. 1. Either of two parallel columns of erectile tissue forming the body of the clitoris in women and the dorsal part of the body of the penis in men. 2. smooth muscle action potential (Wagner, Gerstenberg, & Levin, 1989) may prove to be a more suitable candidate for this purpose. Clearly, when a penile response is found after subliminal presentation of sexual slides, not only the specificity of the effect but also the automatic activation of the physiological sexual response is demonstrated. However, at this point in time robust registration of fast and small changes in the corpus cavernosum smooth muscle action potential is not possible (Geer & Janssen, 2000). Regarding subjective sexual arousal, comparison of the two experiments presented here shows that this component of the sexual response develops at a later stage. Although the sexual primes affected the recognition of sexual targets in the first experiment, there was no effect on subjective sexual arousal. Conversely con·verse 1 intr.v. con·versed, con·vers·ing, con·vers·es 1. To engage in a spoken exchange of thoughts, ideas, or feelings; talk. See Synonyms at speak. 2. , conscious perception of the primes in the second experiment did elicit subjective arousal. Like the emotional Stroop task (Williams, Mathews, & MacLeod, 1996), this paradigm might provide a noninvasive non·in·va·sive adj. 1. Not penetrating the body, as by incision. Used especially of a diagnostic procedure. 2. Not invading healthy tissue. and objective way to discriminate between different patient groups. For example, the implicit priming effect may be impaired in sexually traumatized patients. In this group, sexual primes might unconsciously activate traumatic representations in memory (cf. Shalev & Rogel-Fuchs, 1993). The explicit (SCID) effect might be linked to cognitive interference, which for example is an important factor in psychogenic psychogenic /psy·cho·gen·ic/ (-jen´ik) having an emotional or psychologic origin. psychogenic (sī´kojen´ik), adj erectile dysfunction Erectile Dysfunction Definition Erectile dysfunction (ED), formerly known as impotence, is the inability to achieve or maintain an erection long enough to engage in sexual intercourse. (Barlow bar·low n. An inexpensive, one- or two-bladed pocketknife. [After Barlow, the family name of its makers, two brothers in Sheffield, England.] , 1986). And the elicitation of subjective arousal (Experiment 2, Series 2) might be correlated with the sensitivity of the sexual system and test arousability. Currently, we are conducting a study in which three patient groups participate: (a) men with hypogonadism Hypogonadism Definition Hypogonadism is the condition more prevalent in males in which the production of sex hormones and germ cells are inadequate. , (b) men with sexual trauma, and (c) men with psychogenic erectile dysfunction (Spiering, Everaerd, & Van Lunsen, 2000). It would be interesting to see if our priming approach is capable of revealing during which stage activation of the sexual response is impaired. In conclusion, the data presented here provide additional support for the role of implicit processes in the sexual system. By further specifying the hypotheses in future experiments, activational mechanisms of sexual response can be analyzed more precisely. Now, much depends on the addition of a sexually specific physiological arousal as a dependent variable. If this approach would succeed, the paradigm of priming could offer a detailed description of the activation of the sexual response.
Table 1. Experimental Design of Study 1
Phase 1: Phase 2:
adaption threshold
Goal To adapt to setting, To establish perceptual
light, slides, etc. thresholds
Task Just watch the slides What is on the slide?
Slides Sexual & Fixation dot,
other affective, mask,
plants & sexual &
other neutral other affective,
plants &
other neutral
Dependent None Individual threshold
variable
Phase 3: Phase 4:
Series 1 Series 2
Goal To measure implicit To measure if explicit
activation of sexual memory is bypassed
memory
Task Is it a sexual or a plant (1) How aroused are you?
slide? (2) Is the slide arousing?
Slides Fixation dot, Fixation dot,
mask, mask,
sex - explicit, sex - explicit (primes),
plants sex - models (targets),
plants,
question 1 & 2
Dependent Decision time Subjective sexual arousal
variable
Phase 5:
recognition
Goal To check if primes were
presented subliminally
Task Did you see this slide
before?
Slides Sex - primes,
sex - distractors,
plant - primes,
plant - distractors,
fillers
Dependent Hit rate
variable
Table 2. Mean Number and Accuracy of Old-New Decisions in
Recognition Task (N = 29)
Sexual Neutral
Primes Distractors Primes
Decision "seen before" 1.9 1.3 3.0
Decision "not seen before" 8.1 8.7 7.0
M SD M
Hit rate 0.19 (0.17) 0.30
False alarm rate 0.13 (0.13) 0.15
Predictive value positive 0.60 (0.34) 0.73
Predictive value negative 0.52 (0.06) 0.55
Neutral Sexual & Neutral
Distractors Primes Distractors
Decision "seen before" 1.5 4.8 2.8
Decision "not seen before" 8.5 15.2 17.2
SD M SD
Hit rate (0.17) 0.24 (0.13)
False alarm rate (0.16) 0.14 (0.11)
Predictive value positive (0.20) 0.65 (0.20)
Predictive value negative (0.06) 0.53 (0.04)
Table 3. Mean Decision Time (in ms) and Errors in a Categorization
Task (Series 1) and Subjective Responses (Series 2) for Sexual and
Neutral Targets by Prime Content in Experiment 1 (N = 29)
Series 1
Decision
time Errors
M SD M SD
Sexual targets
Sexual primes 409 (61) 0.3 (0.5)
Neutral primes 424 (73) 0.4 (0.7)
Neutral targets
Sexual primes 424 (47) 0.3 (0.6)
Neutral primes 419 (43) 0.3 (0.5)
Series 2
Question 1 Question 2
subjective arousability
arousal of slides
M SD M SD
Sexual targets
Sexual primes 2.9 (1.3) 3.6 (1.2)
Neutral primes 2.9 (1.2) 3.7 (1.1)
Neutral targets
Sexual primes 1.9 (0.9) 1.2 (0.3)
Neutral primes 1.8 (0.9) 1.2 (0.3)
Table 4. Mean Decision Time (in ms) and Errors in a Categorization
Task (Series 1) and Subjective Responses (Series 2) for Sexual and
Neutral Targets by Prime Content in Experiment 2 (N = 23)
Series 1
Decision
time Errors
M SD M SD
Sexual targets
Sexual primes 520 (99) 0.4 (0.5)
Neutral primes 477 105 0.2 (0.4)
Neutral targets
Sexual primes 482 (89) 0.5 (1.0)
Neutral primes 482 (75) 1.0 (1.1)
Series 2
Question 1 Question 2
subjective arousability
arousal of slides
M SD M SD
Sexual targets
Sexual primes 2.8 (1.1) 3.5 (1.1)
Neutral primes 2.7 (1.0) 3.3 (0.9)
Neutral targets
Sexual primes 2.4 (0.9) 1.4 (0.6)
Neutral primes 2.2 (0.8) 1.1 (0.2)
Figure 1. Proceedings of experimental trials. Duration
of the target in Series 1 and the questions in
Series 2 is dependent on participant's response.
Trial in Series 1:
fixation pause mask prime target
dot
1,000 ms 1,000 ms 500 ms [+ or -] 13 ms *
Trial in Series 2:
ques- ques-
fixation pause mask prime target tion tion
dot 1 2
[+ or -]
1,000 ms 1,000 ms 500 ms 13 ms 1,000 ms * *
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The emotional Stroop task and psychopathology psychopathology /psy·cho·pa·thol·o·gy/ (-pah-thol´ah-je) 1. the branch of medicine dealing with the causes and processes of mental disorders. 2. abnormal, maladaptive behavior or mental activity. . Psychological Bulletin, 120, 3-24. Zajonc, R. B. (1980). Feeling and thinking: Preferences need no inferences. American Psychologist, 35, 151-175. Zajonc, R. B. (1984). On the primacy pri·ma·cy n. pl. pri·ma·cies 1. The state of being first or foremost. 2. Ecclesiastical The office, rank, or province of primate. of affect. American Psychologist, 39, 117-123. Manuscript accepted December 2, 2002 The Netherlands Organization for Scientific Research (NWO NWO New World Order NWO Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research) NWO No Way Out NWO North West Ohio NWO National Wrestling Organization NWO Neighborworks Organization ) is gratefully acknowledged for funding this project. This research was conducted while Mark Spiering was supported by a grant, awarded to Dr. Walter Everaerd, by the Foundation for Behavioral and Educational Sciences of NWO. The authors thank Ellen Laan, Hans Phaf, and an anonymous reviewer for their helpful comments. Adress correspondence to Mark Spiering, Department of Clinical Psychology, University of Amsterdam, Roetersstraat 15, 1018 WB Amsterdam, The Netherlands; e-mail: kp_spiering@macmail.psy.uva.nl. Mark Spiering and Walter Everaerd University of Amsterdam Erick Janssen The Kinsey Institute, Indiana University Indiana University, main campus at Bloomington; state supported; coeducational; chartered 1820 as a seminary, opened 1824. It became a college in 1828 and a university in 1838. The medical center (run jointly with Purdue Univ. |
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