Subjects: Psychology >> Social Psychology submitted time 2024-04-26
Abstract： Memories of individuals are typically encoded, stored, recalled, and reconstructed through direct or indirect interactions with others. Cuc et al. (2007) founded that during interactive retrieval, speakers’ selective recall of memories results in the forgetting of non-target information related to the retrieved information, a phenomenon known as retrieval-induced forgetting (RIF). Simultaneously, listeners in this interactive process are also influenced by the speakers’ selective recall, leading to the forgetting of relevant but not retrieved information, a phenomenon termed socially shared retrieval-induced forgetting (SS-RIF). Building on the intertwined connection between emotion, motivation, and memory, this study investigates the impact of emotional valence and motivation on socially shared retrieval-induced forgetting in the context of interactive retrieval.
In Experiment 1, emotional valence and item type were manipulated to explore the influence of emotional valence on socially shared retrieval-induced forgetting. The experiment employed a within-participants design of 3 (emotional valence: positive emotion, neutral emotion, negative emotion) × 4 (item type: Rp+, Rp−, Nrp+, Nrp−). The dependent variable was participants’ recall accuracy of items under the three emotional conditions. The results demonstrated that listeners exhibited socially shared retrieval-induced forgetting effects under positive and neutral emotions but not under negative emotions in the interactive retrieval practice paradigm. Additionally, the effect was more pronounced under positive emotions compared to neutral emotions, aligning with our Hypothesis 1.
Experiment 2 manipulated positive emotional motivation and item type to investigate the impact of motivation on socially shared retrieval-induced forgetting. The experiment employed a within-participants design of 2 (positive emotional motivation dimension: high-motivation with positive emotion, low-motivation with positive emotion) × 4 (item type: Rp+, Rp−, Nrp+, Nrp−). Results indicated that listeners exhibited socially shared retrieval-induced forgetting effects under both high- and low-motivation with positive emotional conditions, consistent with the findings of Experiment 1. Moreover, the level of socially shared retrieval-induced forgetting was significantly higher under high-motivation with positive emotions compared to low-motivation with positive emotions, supporting our Hypothesis 2.
These findings offer empirical support for comprehending the impact of emotional valence and motivation on socially shared retrieval-induced forgetting, underscoring the crucial role of emotion and motivation in memory outcomes during social interactive tasks.
Subjects: Psychology >> Psychological Measurement submitted time 2024-02-01
Abstract： To obtain a high-quality large-scale item bank, the extensive manpower and resources required for traditional project development have been constraining the development and application of computerized adaptive testing. However, the automatic item generation, based on the latest natural language processing technology holds promise in addressing this challenge. With the advancements in generative pre-trained models based on the Transformer architecture, the generation of items tailored to specific measurement objectives (especially non-cognitive tasks) becomes feasible. This study aimed to utilize ChatGPT to generate a large number of Chinese version personality items measuring emotional stability and to establish a computerized adaptive item bank based on this premise.
We utilized ChatGPT based on GPT-4 Turbo to generate 114 items measuring emotional stability. Following expert review, 75 items were retained and formed the GPT item bank, while 42 widely-used items were selected to form the classic item bank. Testing was conducted on the aforementioned items, yielding 479 valid participants. Additionally, sample data from two separately administered measures, CBF-PI-B and BFI-2, were going to be used for subsequent cross-sample reliability comparisons. Procedures for item bank construction including unidimensionality test, IRT model selection, item analysis, and item bank quality analysis, as well as simulated computerized adaptive testing, were employed to assess the quality and CAT performance of the item bank.
After the above analysis steps, it was found that all items in the classic item bank and the GPT item bank passed the unidimensionality test, showing no differential item functioning, and had good discrimination parameters and reasonable difficulty distribution. Both item banks provided high test information and marginal reliability for most trait levels of the examinees, with low measurement error. The overall item bank formed by combining all items remained of good quality. Simulation results of computerized adaptive testing showed that all three item banks achieved high validity with fewer items compared to traditional tests for the same level of precision. Under the same testing length, GPT item bank exhibited higher reliability and demonstrated stability across samples. Additionally, comparison revealed that the CAT performance of the GPT item bank even exceeded that of the classic item bank, while the overall item bank performance was slightly better than that of the GPT item bank.
This study innovatively explores the development of a computerized adaptive item bank using the latest version of ChatGPT, validating the feasibility of this user-friendly project generation tool. Through comparison with previous research results, it reconfirms the excellent quality of projects generated by GPT-4. The study showcases the immense potential and possibilities of large language models in project development, particularly in the creation of large-scale item banks, while also indicating at a shift in the responsibilities of psychologists in future project development.
Peer Review Status:
Awaiting Review
Subjects: Psychology >> Developmental Psychology submitted time 2023-11-07
Abstract： In natural unspaced Chinese reading, there are no salient visual word segmentation cues (like word spaces) to demark where words begin or end, yet Chinese skilled readers process a comparable amount of text content as efficiently as English readers, processing roughly 400 characters (equal to 260 words) per minute (see Liversedge et al., 2016). This raises the question of how Chinese readers engage in such word segmentation processing efficiently and effectively. Liang et al (2015, 2017) have shown that the positional probability information associated with a character, might offer a cue to the likely positions of word boundaries during Chinese incidental word learning. Given that they simultaneously manipulated the positional probabilities of both word initial and word final characters to make their manipulations maximally effective, it is unclear whether the initial, the final, or both constituent characters' positional probabilities contribute to the word segmentation and word identification effects during incidental word learning in Chinese reading. For this reason, in the present study, two parallel experiments were designed to directly investigate whether word initial, or word ending characters are more or less important for word segmentation word learning in Chinese reading. Two-character pseudowords were constructed as novel words. Each novel word was embedded into six high-constraint contexts for readers to establish novel lexical representation. In Experiment 1, we examined how word’s initial character positional probability influenced word segmentation and word identification during Chinese word learning. The initial character’s positional probability of target words was manipulated as being either high or low, and the final character was kept identical across the two conditions. In Experiment 2, an analogous manipulation was made for the final character of the target word to check whether the final character positional probability of two-character words can be used as word segmentation cue. We also included “Exposure” as a continuous variable into the model to further examine how the process of initial and final character positional probabilities changed with exposure. In both experiments, the participants spent shorter reading times and made fewer fixations on targets that comprised initial and final characters with high relative to low positional probabilities, suggesting that the positional probability of both the initial and final character of a word influences segmentation commitments in novel word learning in Chinese reading. Furthermore, both the effect of initial and final character positional probabilities of novel words decreased with exposure, showing the typical familiarity effect. To be somewhat different, the familiarity effect associated with the initial character had a slower time course relative to final character. This finding suggests that the role of word’s initial character positional probability is of more importance than that of final character’s, supporting the concurrent standpoint that word beginning constituents might be more influential than word final constituents during two-character word identification in Chinese reading. Based on the findings above, the time course of the process of initial and final character positional probabilities of novel words is argued and summarized as follows. During the early stage of word learning, both the statistical properties of word’s initial and final character positional probabilities are processed as segmentation cue. As lexical familiarity increases, the extent to such segmentation roles decreases, which initially begins with final character, and then occurs with initial character. Later, both the roles of initial and final character positional probabilities disappear with the establishment of a more-integral representation of novel words.
Subjects: Psychology >> Developmental Psychology submitted time 2023-09-04
Abstract：依恋的可塑性是成人依恋领域研究的重要主题，而探究依恋的可塑性首先需要了解依恋安全感是如何获得的。依恋控制系统模型指出，个体可以通过内部表征的方式通达依恋安全感。现有研究中常常将安全基地脚本作为这种内部表征方式，但忽视了另一种内部表征形式，即依恋相关情景模拟。先前有几项研究提出并证实了依恋相关情景模拟这一新的依恋安全感通达路径，但尚未回答：这一新的通达路径与已有路径相比有何特异性？其作用机制是什么？以及如何基于此进行依恋安全干预？本课题将通过三项研究来对这些问题进行考察：研究一考察依恋相关情景模拟对依恋安全的影响及其特异性；研究二从依恋相关情景模拟的内容和加工过程的角度考察其对依恋安全感的影响机制；研究三采用自然语言处理技术开发依恋相关情景模拟分类方法，并将其用于依恋安全干预。本课题将补充依恋控制系统模型的内容，能够解释依恋系统的情境灵活性，并为理解依恋的可塑性及进行依恋安全的干预带来启发。
Subjects: Psychology >> Experimental Psychology submitted time 2023-06-19
Abstract： In most visual scenes, the visual system cannot process all the information simultaneously; instead, it processes certain information first. Emotional stimuli are more likely to attract the attention of the visual system than non-emotional stimuli. However, it may be challenging to suppress the attention gained by emotional stimuli (though such a stimulus is irrelevant), and it may result in Emotion-induced Blindness (EiB), whereby the presence of an emotional stimulus fails to correlate with a task that attracts an individual’s attention. Therefore, individuals become “blinded” to a rapidly presented target stimulus. The present study investigated the effects of physical and emotional salience of emotional distractors on EiB under different background conditions using the rapid serial visual presentation (RSVP) paradigm. This study used a three-factor design in which background conditions (similar vs. dissimilar), disturbance types (negative vs. neutral vs. baseline), and lag (Lag2 vs. Lag8) were all within-participant variables. The dependent variable was the accuracy of the target judgment. This study consisted of three main phases. First, we applied a 2.5 cm × 2.5 cm (500 ms) black “+” fixation point with 0.39× 0.39 degrees a visual angle (DVA) that appeared in the center of the screen followed by an RSVP stimulus stream consisting of 15 images (100 ms each). Key disturbance images appeared randomly at several positions, ranging from four to six, in the stimulus stream. The baseline disturbances were selected from the same set of background images. The target stimulus appeared at either position 2 (Lag2) or position 8 (Lag8) following the presentation of the disturbance stimulus. At the end of each sequence, participants were instructed to answer whether the target stimulus was rotated to the left or right by pressing the “F” or “J” keys.
The study utilized a repeated-measures ANOVA to analyze the impact of background conditions (similar vs. dissimilar), lag (2 vs. 8), and type of distractor (negative vs. neutral vs. baseline) on the correct rate of target identification by the study participants. Experiment 1 showed that EiB occurred under different background conditions but disappeared under similar background conditions. Experiment 2 compared the differences in EiB between the two groups under background conditions after adding a red rectangular border to the key distractor pictures. In Experiment 2, EiB occurred under dissimilar background conditions for both negative and neutral conditions, which is consistent with the findings of Experiment 1. However, the magnitude of the EiB was much greater in Experiment 2 (25%) than in Experiment 1 (17%). Additionally, under similar background conditions, the EiB produced by negative pictures was significantly larger than in Experiment 1 (10% vs. 3%). We also noted that individual notice of the emotional salience of the distractors had a significant effect on EiB, which was restored once cued to negative distractors under similar background conditions. In summary, the EiB phenomenon is driven by the physical salience of emotional distractors, rather than emotional salience. Additionally, the current findings showed that EiB was related to the attentional resources associated with distractor stimuli; in other words, the more attentional resources attracted by distractor stimuli, the more likely the occurrence of EiB. The number of attentional resources attracted by distractor stimuli was related to the difference in stimulus attributes and the number of attentional resources.
Subjects: Psychology >> Cognitive Psychology submitted time 2023-04-21
Abstract： Action video games (AVG) require players to process and quickly respond to multiple complex and rapidly changing pieces of information in a wide field of view. Previous research has debated whether AVG can promote the development of attentional skills. We used a meta-analysis approach to analyze the effects of AVG on attention and its sub-networks. The effects of behavioral indicators as moderating variables in the relationship between them were also examined. Atotal of 28eligible papers with 71 effect sizes involving 3359 subjects was included. The results showed that AVGhad the most significant effect on attentional alertness, with a relatively high effect, while attentional orientation and executive control had a relatively low effects. Additionally, the effect of AVGonattention was moderated by behavioral indicators, with reaction times being greater than the effect of accuracy, suggesting that reaction times are more sensitive when examining attention functions. These findings suggest that AVG are most closely related to the alertness function and are influenced by the performance of reaction times. The present study clarifies the relationship between AVG and attentionand provides a basis for comparison of results across studies.
Subjects: Psychology >> Developmental Psychology submitted time 2022-11-10
Abstract：
Individuals form internal working models (IWMs) based on their early attachment experiences. IWMs consist of individuals’ views of themselves (i.e., IWM of the self) and others (i.e., IWM of others) within relationships. IWMs guide individuals’ interpretations and anticipations in interpersonal situations, which could influence their interactions with others and the quality of their relationships. As social networks shrink with age, older adults tend to focus more on relationships with close others. Due to the importance of marital relationships in late adulthood, the study examined whether and how older adults’ IWMs affect their marital satisfaction. In addition, the study also examined whether the differences in family roles between husbands and wives impact the relationship between IWMs and marital satisfaction.
The main purpose of this study is threefold: 1) To examine whether IWM of the self and IWM of others show different relationships with marital satisfaction; 2) To investigate whether the relationships between older adults’ IWMs and their marital satisfaction are mediated by marital attachment (i.e., the anxiety and the avoidance dimensions of marital attachment); 3) To explore the actor and the partner effects of IWMs on marital satisfaction by modeling couple data with the Actor-Partner Interdependence Model (APIM). In order to gain a better understanding of whether traditional family roles have an impact on the relationship between IWMs and marital satisfaction, we also examined whether the effects mentioned above differed between husbands and wives.
A total of 112 older couples (mean age = 69.3, SD = 5.02) from communities in Beijing were recruited to participate in this study. Participants completed the demographic information questionnaire, the Elderly Marital Attachment Questionnaire, the Relationship Questionnaire, and the Marriage Satisfaction Questionnaire. SPSS23.0 and Dyad R were used to perform data analyses, including correlation analysis, mediation modeling, APIM, and analysis of variance (ANOVA).
The study yielded several major results. 1) Correlation analysis showed that husbands’ IWM of the self (but not IWM of others) was positively associated with marital satisfaction, while wives’ IWM of others (but not IWM of the self) was positively associated with marital satisfaction. 2) Mediation modeling showed that the association between husbands’ IWM of the self (but not IWM of others) and marital satisfaction was mediated by attachment anxiety and avoidance. In contrast, neither attachment anxiety nor attachment avoidance significantly mediated the relationships between wives’ IWMs and marital satisfaction. 3) APIM showed that husbands’ IWM of the self was positively associated with their own marital satisfaction, while wives’ IWM of others was positively associated with their own and spouses’ marital satisfaction. All other unidirectional paths in the APIM were non-significant. 4) ANOVA showed that husbands (but not wives) reported higher marital satisfaction when both husbands and wives had highly positive IWM of the self. In other words, husbands reported higher marital satisfaction when their own IWM of the self was positive and matched with their wives’ IWM of the self.
The study supports the importance of IWMs of attachment in older adults’ marital satisfaction. Our findings suggest that positive IWMs benefit marital satisfaction in general. The significant mediation effects of attachment anxiety/avoidance (particularly in the relationship between husbands’ IWM of the self and marital satisfaction) suggest that IWMs may influence marital satisfaction by affecting anxiety-/avoidance-related thoughts and behaviors during spousal interaction. The study also reveals intriguing differences between husbands and wives with regards to the IWMs – marital satisfaction relationship. Specifically, marital satisfaction seems to be more strongly associated with IWM of the self among husbands, but more strongly associated with IWM of others among wives. These differences may be related to the traditional patriarchal values of Chinese families.
Peer Review Status:Awaiting Review
Subjects: Psychology >> Cognitive Psychology submitted time 2022-06-27
Abstract： According to the lexical quality hypothesis, high proficient (fast) readers have well-specified lexical representations which enable automatic word identification and less context decoding (Andrews, 2015; Perfetti, 2007), while low proficient (slow) readers rely on context for word identification during reading due to their imprecise lexical quality. In contrast, the predictive coding framework assumes that high proficient readers rely more on their reading experience to predict the upcoming context compared to low proficient readers (Hawelka et al., 2015). However, it is still unclear how skilled readers with different levels of reading proficiency rely on context information (e.g., predictability) for word processing during Chinese reading. In two experiments, the present study aimed to investigate individual differences in the use of predictability for word identification by using the eye-tracking technique. In Experiment 1, eye movements of fast and slow readers were recorded while they were reading sentences containing predictable or unpredictable target words, with the aim to investigate the differences in predictability effects between the two groups. Sixty pairs of predictable-unpredictable target words were selected, each of which was embedded into the same sentence frame. Fifteen fast and 15 slow readers, selected from a group of 66 participants based on their reading rates, participated in Experiment 1. In Experiment 2, parafoveal previews of the 60 predictable target words (identical word, visually similar pseudocharacter, unpredictable word or visually dissimilar pseudocharacter) were manipulated by using the boundary paradigm (Rayner, 1975) to explore how parafoveal preview influences processing of predictability information in the fast and slow readers. The eye movements of 20 fast and 20 slow readers, selected from a group of 80 participants on the basis of their reading rates, were recorded while they were reading sentences containing predictable target words with different previews in Experiment 2. The results showed that fast readers fixated shorter and less on the target words and were more likely to skip the target words than slow readers. In Experiment 1, although reliable predictability effects with shorter fixations for predictable than unpredictable words were found, it did not interact with reading groups. However, results in Experiment 2 showed robust parafoveal preview effects on the target word which interacted with reading groups. In particular, the two groups had the same first-pass fixation times (i.e., FFD, SFD, GD) at the target words under the identical previews, while slow readers made longer fixations than fast readers at the targets with unpredictable previews or unrelated previews. In addition, fast readers skipped target words at a similar probability under both the identical preview and unpredictable preview conditions, while slow readers were less likely to skip target words with unpredictable previews than identical previews. The current findings indicate that fast and slow readers rely on context to a similar degree during their foveal lexical processing whereas the two groups show different utilization of previews of the predictable word during their parafoveal processing. To be specific, compared to fast readers, slow readers are inefficient in activating the predictable word with a visually similar preview; moreover, slow readers are disturbed more by the unpredictable preview or the visually dissimilar preview for their lexical processing, which suggests that slow readers are less effective in suppressing unrelated or inappropriate information during reading. Such findings provide evidence for the lexical quality hypothesis (Perfetti, 2007) and are in support of the linguistic-pro?ciency hypothesis related to individual differences in the E-Z reader model (Reichle et al., 2013).
Peer Review Status:Awaiting Review
Subjects: Psychology >> Cognitive Psychology submitted time 2021-01-18
Abstract： People usually retrieve and reconstruct their memories with others collaboratively in a social context. Extensive interests have been drawn towards the effect of people’s collaboration on informational retrieval. Previous studies reported a robust phenomenon called collaborative inhibition in the group of young strangers who tried to avoid the irrelevant influence of social relationships, motivations or intentions. These studies also frequently used semantic wordlists as learning materials. Our daily life, however, is filled with collaborative recall activities that take place among intimate individuals. For example, married couples generally communicate about episodic and autobiographical events that serve a significant social function for human beings. Therefore, it was critical to examine the effect of collaborative recall on information retrieval for both younger and older couples. The present study used unpersonal-related semantic wordlists (Experiment 1) and unpersonal-related episodic stories (Experiment 2) as learning materials, respectively, to assess the effect of intimate relationships on collaborative recall for both younger and older adults. In each experiment, three-factor (two between-subjects factors: participant age - younger and older adults; the type of participant relationships - couple and stranger; and one within-subjects factor: retrieval types – collaborative and individual) mixed design was conducted. Specifically, participants in collaborative groups studied the materials alone, then retrieved along with a stranger or their spouse. In Experiment 1, the dependent variable was the accurate retrieval proportion of the group (collaborative or nominal), while in Experiment 2 that used episodic stories as learning material, the dependent variables included the accurate retrieval proportion, the retrieval details and the frequencies of different types of interaction strategies. Results of Experiment 1 showed that the accurate retrieval proportion of collaborative groups in young strangers was lower than that of nominal groups, consistent with previous studies, and thus provided support for the classical collaborative inhibition model. The other three experimental conditions, however, showed no statistical difference between collaborative and nominal groups. In Experiment 2, collaborative facilitation was found for both younger and older couples, e.g., retrieval accuracy and details were both greater in collaborative groups than in nominal groups with episodic materials. Such facilitation effect was greater in older couples than in younger couples. In addition, older couples employed positive interaction strategies that played an important role in this collaborative facilitation. Overall, Experiment 1 replicated the classical collaborative inhibition phenomenon in younger strangers, whereas no significant recall difference between collaborative and nominal groups was found for intimate couples. It is possible that Chinese couples rely more on the transactive memory system formed in daily life to overcome the negative effect of collaborative recall in wordlist materials. Such results were further examined in Experiment 2 with episodic stories, in which both younger and older couples had information retrieval with higher accuracy and greater details than nominal groups. The results can be explained by the transactive memory system. That is, based on intimate relationships and shared experiences among them, an effective system of encoding, storing and retrieving information may develop, diminish, or even reverse the negative effect of collaborative recall. "
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