The Role of Metacognitive Components in Creative Thinking.Xiaoyu Jia,Weijian Li &Liren Cao -2019 -Frontiers in Psychology 10:470461.detailsMetacognition refers to the knowledge and regulation of one’s own cognitive processes, which has been regarded as a critical component of creative thinking. However, the current literature on the association between metacognition and creative thinking remains controversial, and the underlying role of metacognition in the creative process appears to be insufficiently explored and explained. This review focuses on the roles of three aspects of metacognition (i.e., metacognitive knowledge, metacognitive experience, and metacognitive monitoring and control) in creative thinking and offers a (...) primary summary of the neurocognitive mechanisms that support metacognition during creative thinking. Future research is needed to explore the interactive effects of the metacognitive components on creative thinking and to elucidate the function of metacognition during different stages of the creative process. (shrink)
Restoration of Attention by Rest in a Multitasking World: Theory, Methodology, and Empirical Evidence.Frank Schumann,Michael B. Steinborn,Jens Kürten,Liyu Cao,Barbara Friederike Händel &Lynn Huestegge -2022 -Frontiers in Psychology 13.detailsIn this work, we evaluate the status of both theory and empirical evidence in the field of experimental rest-break research based on a framework that combines mental-chronometry and psychometric-measurement theory. To this end, we provide a taxonomy of rest breaks according to which empirical studies can be classified. Then, we evaluate the theorizing in both the basic and applied fields of research and explain how popular concepts relate to each other in contemporary theoretical debates. Here, we highlight differences between all (...) these models in the light of two symbolic categories, termed the resource-based and satiation-based model, including aspects related to the dynamics and the control mechanisms at work. Based on a critical assessment of existing methodological and theoretical approaches, we finally provide a set of guidelines for both theory building and future empirical approaches to the experimental study of rest breaks. We conclude that a psychometrically advanced and theoretically focused research of rest and recovery has the potential to finally provide a sound scientific basis to eventually mitigate the adverse effects of ever increasing task demands on performance and well-being in a multitasking world at work and leisure. (shrink)
Overground Walking Decreases Alpha Activity and Entrains Eye Movements in Humans.Liyu Cao,Xinyu Chen &Barbara F. Haendel -2020 -Frontiers in Human Neuroscience 14.detailsExperiments in animal models have shown that running increases neuronal activity in early visual areas in light as well as in darkness. This suggests that visual processing is influenced by locomotion independent of visual input. Combining mobile electroencephalography, motion- and eye-tracking, we investigated the influence of overground free walking on cortical alpha activity and eye movements in healthy humans. Alpha activity has been considered a valuable marker of inhibition of sensory processing and shown to negatively correlate with neuronal firing rates. (...) We found that walking led to a decrease in alpha activity over occipital cortex compared to standing. This decrease was present during walking in darkness as well as during light. Importantly, eye movements could not explain the change in alpha activity. Nevertheless, we found that walking and eye related movements were linked. While the blink rate increased with increasing walking speed independent of light or darkness, saccade rate was only significantly linked to walking speed in the light. Pupil size, on the other hand, was larger during darkness than during light, but only showed a modulation by walking in darkness. Analyzing the effect of walking with respect to the stride cycle, we further found that blinks and saccades preferentially occurred during the double support phase of walking. Alpha power, as shown previously, was lower during the swing phase than during the double support phase. We however could exclude the possibility that the alpha modulation was introduced by a walking movement induced change in electrode impedance. Overall, our work indicates that the human visual system is influenced by the current locomotion state of the body. This influence affects eye movement pattern as well as neuronal activity in sensory areas and might form part of an implicit strategy to optimally extract sensory information during locomotion. (shrink)
Signizing: The root of the functions of the intentional sign.Yiqiang Jin &Liqin Cao -2019 -Semiotica 2019 (229):353-373.detailsStudies on the functions of the sign to date have been inadequate in that they leave unanswered a basic question of semiotics: What are the functions of a simple sign that consists essentially in the relation between two relata? The answer to this question is to be found in the phenomenon called “signize.” For intentional signs at least, all the mental entities can be signized, but only certain kinds of them have a strong signizing value. When these mental entities are (...) signized, they tend to be signized into certain kinds of images. The advantages of these images over those mental entities give rise to certain benefits that, in turn, result in the basic functions of simple intentional signs. These basic functions are the starting point of a systematic study of the hierarchy of functions of intentional sign. (shrink)
An ethical model for smart home-based elder care.Lina Cao,Shengjie Feng,Kunfeng Chen,Xinchun Wu &Yuxiu Jia -forthcoming -Nursing Ethics.detailsBackground The smart home-based elder care presents a promising technological solution to address the challenges of aging. However, it has also unveiled a spectrum of ethical concerns, which may cause older adults to submit to negative emotions and psychological pressure. Aim To delineate the ethical dilemmas encountered by older adults in the context of smart home-based elder care, and to construct a model that elucidates the ethical issues across different dimensions. Research design This study follows a qualitative phenomenological research design. (...) Participants and research context The sample comprised 15 older adults and 10 adult children in two communities in Jinan, Shandong, China. Structured, in-depth interviews were performed to collect data and the Colaizzi descriptive analysis framework was adopted to analyze data. An ethical dilemma model was constructed based on framework of the Society Ecosystems Theory. Ethical considerations The proposal was approved by the Research Ethics Committee of the Second Hospital of Shandong University, China. Participation in this study was voluntary. Written and verbal consent was gained. All recordings were kept under the principle of confidentiality. Results Ethical dilemmas of smart home-based elder care were grouped into three themes with 10 sub-themes, and a model composed of three systems was built based on these findings. Discussion The ethical dilemmas experienced by the older adults with smart home-based elder care were various and multi-layered, which could be elucidated by the ethical dilemma model. Conclusion The model emphasizes the necessity for collaborative efforts among the whole society and the elderly individuals. Tailored support strategies should be implemented to address the ethical dilemmas of the macro, meso, and micro system. The results may improve the elderly population to receive a more content and convenient elder care experience. (shrink)
Rethinking semiotics: Toward a theory of intentional sign.Yiqiang Jin &Liqin Cao -2016 -Semiotica 2016 (210):167-189.detailsName der Zeitschrift: Semiotica Jahrgang: 2016 Heft: 210 Seiten: 167-189.
Signic knowledge: its niche in semiotics and its various aspects.Liqin Cao &Yiqiang Jin -2021 -Semiotica 2021 (239):225-242.detailsSignic knowledge is a crucial link without which the sign as a phenomenon tumbles to the ground. This topic, however, can hardly be incorporated by any existing theory of semiotics. Under the framework of “the theory of intentional sign,” signic knowledge can find its proper niche as an element of the “context” of a sign process. This niche furnishes a good basis on which to investigate the various aspects of signic knowledge, like its role, nature, origin, and life. Signic knowledge (...) can also be automatized or externalized, whose end results tend to create delusions that obscure the nature of the sign and lead semiotics astray. (shrink)
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Computerized Symbol Digit Modalities Test in a Swiss Pediatric Cohort Part 1: Validation.Céline Hochstrasser,Sarah Rieder,Ursina Jufer-Riedi,Marie-Noëlle Klein,Anthony Feinstein,Brenda L. Banwell,Michelle Steiner,Li Mei Cao,Karen Lidzba &Sandra Bigi -2021 -Frontiers in Psychology 12.detailsObjectiveThe objective of this study was to validate the computerized Symbol Digit Modalities Test in a Swiss pediatric cohort, in comparing the Swiss sample to the Canadian norms. Secondly, we evaluated sex effects, age-effects, and test–retest reliability of the c-SDMT in comparison to values obtained for the paper and pencil version of the Symbol Digit Modalities Test.MethodsThis longitudinal observational study was conducted in a single-center setting at the University Children’s Hospital of Bern. Our cohort consisted of 86 children aged from (...) 8 to 16 years. The cohort included both healthy participants and patients hospitalized for a non-neurological disease. Forty eight participants were assessed during two testing sessions with the SDMT and the c-SDMT.ResultsTest–retest reliability was high in both tests. A reliable change index was calculated for the SDMT and the c-SDMT corrected for practice effects. While a significant age effect on information processing speed was observed, no such effect was found for sex. When data on the c-SDMT performance of the Swiss cohort was compared with that from a Canadian cohort, no significant difference was found for the mean time per trial in any age group. Norm values for age groups between 8 and 16 years in the Swiss cohort were established.ConclusionNorms for the c-SDMT between the Swiss and the Canadian cohort were comparable. The c-SDMT is a valid alternative to the SDMT. It is a feasible and easy to administer bedside tool due to high reliability and the lack of motor demands. (shrink)
New Sogdian Fragment of the Avalokiteśvaraikādaśamukhadhāraṇī from the Tuyoq Grottoes in Turfan.Xiaodan Hu,Lindong Xia &Ling Cao -2022 -Journal of the American Oriental Society 142 (2).detailsDuring the excavation of the Tuyoq Grottoes from 2015 to 2016, a new Sogdian frament was unearthed. This paper aims to provide an edition of the Sogdian fragment and to identify it with the Chinese parallels in the Taishō Tripiṭaka.
Computerized Symbol Digit Modalities Test in a Swiss Pediatric Cohort – Part 2: Clinical Implementation.Marie-Noëlle Klein,Ursina Jufer-Riedi,Sarah Rieder,Céline Hochstrasser,Michelle Steiner,Li Mei Cao,Anthony Feinstein,Sandra Bigi &Karen Lidzba -2021 -Frontiers in Psychology 12.detailsBackgroundInformation processing speed is a marker for cognitive function. It is associated with neural maturation and increases during development. Traditionally, IPS is measured using paper and pencil tasks requiring fine motor skills. Such skills are often impaired in patients with neurological conditions. Therefore, an alternative that does not need motor dexterity is desirable. One option is the computerized symbol digit modalities test, which requires the patient to verbally associate numbers with symbols.MethodsEighty-six participants were examined, 38 healthy and 48 hospitalized for (...) a non-neurological disease. All participants performed the written SDMT, c-SDMT, and the Test of Non-verbal Intelligence Fourth Edition. Statistical analyses included a multivariate analysis of covariance for the effects of intelligence and hospitalization on the performance of the SDMT and c-SDMT. A repeated measures analysis of variance was used to compare performance across c-SDMT trials between inpatients and outpatients.ResultsThe MANCOVA showed that hospitalization had a significant effect on IPS when measured with the SDMT but not with the c-SDMT, while IQ had no effect on IPS. Age was the best predictor of performance of both tests. The repeated measures ANOVA revealed no significant difference in within-test performance between outpatient and inpatient participants in the c-SDMT.ConclusionPerformance of the c-SDMT is not confounded by hospitalization and gives within-test information. As a valid and reliable measure of IPS for children and adolescents, it is suitable for use in both inpatient and outpatient populations. (shrink)
A Stock Closing Price Prediction Model Based on CNN-BiSLSTM.Haiyao Wang,Jianxuan Wang,Lihui Cao,Yifan Li,Qiuhong Sun &Jingyang Wang -2021 -Complexity 2021:1-12.detailsAs the stock market is an important part of the national economy, more and more investors have begun to pay attention to the methods to improve the return on investment and effectively avoid certain risks. Many factors affect the trend of the stock market, and the relevant information has the nature of time series. This paper proposes a composite model CNN-BiSLSTM to predict the closing price of the stock. Bidirectional special long short-term memory improved on bidirectional long short-term memory adds (...) 1 − tanh function in the output gate which makes the model better predict the stock price. The model extracts advanced features that influence stock price through convolutional neural network, and predicts the stock closing price through BiSLSTM after the data processed by CNN. To verify the effectiveness of the model, the historical data of the Shenzhen Component Index from July 1, 1991, to October 30, 2020, are used to train and test the CNN-BiSLSTM. CNN-BiSLSTM is compared with multilayer perceptron, recurrent neural network, long short-term memory, BiLSTM, CNN-LSTM, and CNN-BiLSTM. The experimental results show that the mean absolute error, root-mean-squared error, and R-square evaluation indicators of the CNN-BiSLSTM are all optimal. Therefore, CNN-BiSLSTM can accurately predict the closing price of the Shenzhen Component Index of the next trading day, which can be used as a reference for the majority of investors to effectively avoid certain risks. (shrink)