31 results on '"Shouying Zhao"'
Search Results
2. Individual random effects model for differences in trait distribution among respondents
- Author
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Rui Wu, Xuliang Gao, Shiquan Pan, Fan Wang, and Shouying Zhao
- Subjects
Medicine ,Science - Abstract
Abstract The homogeneity hypothesis is a common assumption in classic measurement. However, the item response theory model assumes that different respondents with same ability have the same option probabilities, which may not hold. The aim of this study is to propose a new individual random effect model that accounts for the differences in option probabilities among respondents with same latent traits by using within-person variance. The performance of the new model is evaluated through simulation studies and real data using the PRESUPP scale of PISA. The model parameters are estimated by the MCMC method. The results show that the individual random effect model can provide more accurate parameter estimates and obtain a scale parameter to describe the distribution of respondents’ abilities, under different within-person variances. The new model has lower RMSE and better model fit than the classic IRT model.
- Published
- 2024
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3. A parent-report measure of children’s anxiety: psychometric properties of the Macquarie Anxiety Behavioural Scale (MABS) in a Chinese sample of preschool children
- Author
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Wei Chen, Xingrong Zhou, Xingyu Yin, and Shouying Zhao
- Subjects
Macquarie Anxiety Behavioural Scale (MABS) ,Anxiety disorder ,Anxiety behaviour ,Preschool children ,Measurement invariance ,Psychology ,BF1-990 - Abstract
Abstract Objective The Macquarie Anxiety Behavioural Scale (MABS) is a newly developed scale to assess anxiety in children and teenagers. The present study aimed to evaluate the reliability and validity of the Chinese version of the MABS, as well as the measurement invariance across different age groups in a preschool-aged sample. Methods A total of 1007 parents with children aged 3–6 years participated in the study. Internal consistency was assessed by calculating Cronbach’s alpha, McDonald’s omega and average inter-item correlation values. Confirmatory factor analysis (CFA) was conducted to examine the five-factor model. Multi-group CFA was conducted to test the measurement equivalence across different age groups (3- and 4-year-olds and 5- and 6-year-olds). Convergent, divergent, and criterion-related validity were assessed with Pearson correlation coefficients. Results Internal consistency for the MABS total score was good and that of the subscales was acceptable. The CFA results showed that the five-factor structure of the MABS was supported in preschoolers (e.g., CFI = 0.929, TLI = 0.914, RMSEA = 0.050). In addition, scalar invariance of the MABS was supported across different age groups (e.g., ΔCFI = − 0.003, ΔTLI = 0, ΔRMSEA = 0). Furthermore, the MABS showed good convergent and divergent validity as well as criterion-related validity. Conclusion The Chinese version of the MABS demonstrated satisfactory psychometric properties and appeared to be a valid and reliable instrument for measuring anxiety in preschool children.
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- 2023
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4. Factor Structure and Longitudinal Measurement Invariance of the Tangney's Brief Self-Control Scale in Chinese Adolescents
- Author
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Wei Chen, Guyin Zhang, Xue Tian, and Shouying Zhao
- Subjects
self-control ,psychometric properties ,factor structure ,longitudinal measurement invariance ,Tangney's Brief Self-Control Scale ,Public aspects of medicine ,RA1-1270 - Abstract
Self-control is an important trait for humans to perceive inner and outer perceptions while maintaining harmony with others in society. People with lower self-control are more likely to engage in undesired or irresponsible behavior. The Brief Self-Control Scale (BSCS) is an effective scale with a brief set of items which can effectively measure the level of an individual's control abilities. So far, it has been widely used in many longitudinal studies. However, the factor structure of the scale remains controversial, and far fewer studies have examined the longitudinal measurement invariance of the BSCS. This study aimed to revise the BSCS and test its factor structure for use in Chinese adolescents. Three samples of adolescents (N = 1,330/1,000/600, 11–19 years of age) were used. The item-total correlation and inter-item correlation coefficients were used to evaluate the quality of items. The exploratory factor analysis (EFA), confirmatory factor analysis (CFA) and the principle component analysis (PCA) of the residuals were performed to test the factor structure of the BSCS. Three nested models were used to test the longitudinal measurement invariance (LMI) of the BSCS. Pearson correlation coefficient and Cronbach's alpha coefficient were conducted to test the criterion validity and internal consistency reliability, respectively. According to the CFA of different dimensional models of the BSCS, the results did not support the two-dimensional model, and poor factor loading was found for Item 12. Based on this, combined with lower item-total correlation and item-item correlations, Item 12 was eliminated. Based on results of the EFA with both Kaiser eigenvalues and minimum average partial correlations, only one factor of the revised 12-item BSCS was extracted to make the fit indices of the confirmatory factor analysis acceptable. Meanwhile, the results of principle component analysis of the residuals supported the unidimensional assumption. The fit indices of three nested models supported the longitudinal measurement invariance, indicating that this scale has the same meaning over time. The internal consistency coefficient of the BSCS-12 was 0.81 and the test-retest reliability was 0.70. Good concurrent validity was also demonstrated. Overall, these findings suggest that the revised 12-item Tangney's Brief Self-Control Scale has a one-dimensional structure and has good reliability and validity in Chinese adolescents.
- Published
- 2022
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5. Illegitimate Tasks and Employees’ Turnover Intention: A Serial Mediation Model
- Author
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Xiaoye Zeng, Yafu Huang, Shouying Zhao, and Lianping Zeng
- Subjects
illegitimate tasks ,effort–reward imbalance ,work–family conflict ,turnover intention ,employees ,Psychology ,BF1-990 - Abstract
In the historical and cultural context of developing countries, such as China, illegitimate tasks have become an important source of workplace pressure for employees. Guided by the framework of the stress-as-offense-to-self theory, we explored how illegitimate tasks increase turnover intention. A total of 474 employees from China effectively completed the online survey. The results showed a positive correlation between illegitimate tasks, effort–reward imbalance, work–family conflict, and turnover intention. Illegitimate tasks can affect intention to quit directly and through two indirect paths: the separate intermediary effect of work–family conflict and the continuous mediating role of effort–reward imbalance and work–family conflict. The results indicate that illegitimate tasks increase employees’ intention to quit through the role of effort–reward imbalance and work–family conflict. This study contributes to our understanding of the mechanisms underlying the relationship between illegitimate tasks and workers’ turnover intention in the context of Chinese history and culture. Additionally, the findings have implications for reducing attrition rate.
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- 2021
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6. Academic Self-Efficacy and Postgraduate Procrastination: A Moderated Mediation Model
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Guoqing Liu, Gang Cheng, Juan Hu, Yun Pan, and Shouying Zhao
- Subjects
procrastination ,graduate students ,academic self-efficacy ,self-control ,gender ,Psychology ,BF1-990 - Abstract
Studies in recent years have shown that academic procrastination in postgraduates is very common and has a negative impact on their mental health. Therefore, we conducted this study to explore the influencing mechanism of postgraduate academic procrastination. In this study, based on the Temporal Decision Model (TDM) of procrastination and the strength model of self-control, we administered a questionnaire survey to 577 full-time postgraduates (351 females, 226 males) to explore the influence mechanisms and gender differences of motivational and volitional factors on academic procrastination. Our results indicated significant differences in academic self-efficacy between females and males. Academic self-efficacy was positively correlated with academic self-control and negatively correlated with academic procrastination; academic self-control was negatively correlated with academic procrastination. Academic self-control had a completely mediating effect in the influence of academic self-efficacy on academic procrastination. Gender variables moderated the influence of academic self-efficacy on academic self-control and thus significantly moderated the mediating effect of academic self-control. Specifically, academic self-control had a stronger mediating effect between academic self-efficacy and academic procrastination for female postgraduates. Our findings may provide guidance for postgraduates who exhibit academic procrastination and extend the theory of academic procrastination.
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- 2020
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7. Surface Acting or Deep Acting, Who Need More Effortful? A Study on Emotional Labor Using Functional Near-Infrared Spectroscopy
- Author
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Yongbiao Lu, Wenfeng Wu, Gaoxing Mei, Shouying Zhao, Haibo Zhou, Daling Li, and Deng Pan
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emotional labor ,surface acting ,deep acting ,fNIRS (functional near-infrared spectroscopy) ,energy ,prefrontal lobe ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Emotional labor is characterized by two main regulation strategies: surface acting and deep acting. However, which strategy consumes more energy? To explore this, we used functional near-infrared spectroscopy (fNIRS) to measure changes in hemoglobin density while participants performed a task requiring them to make the opposite emotional facial expression of that presented in a picture. We found that (1) neither surface nor deep acting led to a significant change in hemoglobin concentration in the prefrontal cortex; (2) making negative and positive facial expressions activated the same left front and middle areas of the prefrontal cortex; and (3) making positive facial expressions activated the rear portion of the prefrontal cortex, but making negative facial expressions did not. Based on these findings and past work, we can infer that deep and surface acting may not significantly differ in terms of the activity in the prefrontal cortex energy consumed. Furthermore, engaging in positive and negative emotional labor appear to utilize some of the same neurological mechanisms, although they differ in others.
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- 2019
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8. Procedural Knowledge
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Shouying, Zhao and Kan, Zhang, editor
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- 2024
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9. Personalized Instruction
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Shouying, Zhao and Kan, Zhang, editor
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- 2024
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10. Goals for Teaching Management
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Shouying, Zhao and Kan, Zhang, editor
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- 2024
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11. Strategic Knowledge
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Shouying, Zhao and Kan, Zhang, editor
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- 2024
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12. Comprehensive particle image velocimetry measurement and numerical model validations on the gas–liquid flow field in a lab-scale cyclonic flotation column
- Author
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Yijun Cao, Shiqi Meng, Yanping Yao, Xiaokang Yan, Haijun Zhang, Lijun Wang, and Shouying Zhao
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Materials science ,Field (physics) ,business.industry ,General Chemical Engineering ,Multiphase flow ,Flow (psychology) ,General Chemistry ,Reynolds stress ,Mechanics ,Computational fluid dynamics ,Physics::Fluid Dynamics ,Cross section (physics) ,Particle image velocimetry ,Drag ,business - Abstract
The investigation of flow field can provide strong theoretical support for improving the flotation performance of fine particles in a cyclonic flotation column. In this study, particle image velocimetry (PIV) is combined with endoscopic measurement and phase discrimination technique to measure the cross section and axial section of gas–liquid two-phase flow field in a lab-scale cyclonic flotation column. The axial, radial, and tangential velocity of both gas and liquid phases are obtained. Based on the PIV experimental data, computational fluid dynamics (CFD)-based numerical models are validated. The results show the good prediction ability of Eulerian–Eulerian multiphase model, Reynolds stress model (RSM), and Tomiyama drag model. Then the simulated results with validated models are displayed to indicate the flow characteristics of the flotation column. The gas concentration is observed to be higher in the center and low on the sides. The gas phase always moves upward, while the liquid phase moves upward at the axis, downward between the axis and the wall, and upward again near the wall. Overall, this study provides an innovative approach for PIV measurement of complex multiphase flow field, and a useful reference for appropriate numerical models selection.
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- 2021
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13. The trajectory of subjective social status and its influencing factors in the transition period of freshmen in senior high school
- Author
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Guoqing Liu, Yiying Yang, Yangqian Wang, Shouying Zhao, and Gang Cheng
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Sociology and Political Science ,Developmental and Educational Psychology ,Education - Published
- 2023
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14. Illegitimate Tasks and Employees’ Turnover Intention: A Serial Mediation Model
- Author
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Shouying Zhao, Yafu Huang, Xiaoye Zeng, and Lianping Zeng
- Subjects
Work–family conflict ,turnover intention ,Cultural context ,Developing country ,Context (language use) ,Positive correlation ,Affect (psychology) ,BF1-990 ,employees ,work–family conflict ,effort–reward imbalance ,Turnover intention ,Psychology ,illegitimate tasks ,Social psychology ,General Psychology ,Serial mediation ,Original Research - Abstract
In the historical and cultural context of developing countries such as China, illegitimate tasks have become an important source of workplace pressure for employees. Guided by the framework of the stress-as-offense-to-self theory, effort–reward imbalance model, and dual-process work-home interference model, we explored how illegitimate tasks enhance turnover intention. A total of 474 employees from China effectively completed the online survey. The results showed a statistically positive correlation between illegitimate tasks, effort–reward imbalance, work–family conflict, and turnover intention. Illegitimate tasks can affect intention to quit directly and through two indirect paths: the separate intermediary effect of work–family conflict and the continuous mediating role of effort–reward imbalance and work–family conflict. The results indicated that illegitimate tasks enhance employees’ intention to quit through the role of effort–reward imbalance and work–family conflict. This study contributes to understanding the mechanisms underlying the relation between illegitimate tasks and workers’ turnover intention in the context of Chinese history and culture. Additionally, the findings have implications for reducing employees’ propensity to quit.
- Published
- 2021
15. The Influence of Undergraduate’s Mobile Phone Addiction on Learning Burnout: Based on Latent Moderated Structural Equation
- Author
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Shouying Zhao, Peng Ma, Pengfei Qin, Bikai He, and Wenhao Pan
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health care facilities, manpower, and services ,Addiction ,media_common.quotation_subject ,education ,05 social sciences ,050109 social psychology ,Cognition ,General Medicine ,Burnout ,050105 experimental psychology ,Developmental psychology ,Phone ,health services administration ,Scale (social sciences) ,mental disorders ,medicine ,Anxiety ,Mobile phone addiction ,0501 psychology and cognitive sciences ,medicine.symptom ,Psychology ,psychological phenomena and processes ,Anxiety scale ,media_common - Abstract
In order to explore the role of cognitive failure and anxiety between mobile phone addiction and learning burnout, 596 college students were surveyed with Anxiety scale, Cognitive Failure scale, Learning Burnout scale and Mobile Phone Addiction Tendency scale, which based on the latent moderated structural equation. The results show that: 1) The phone addiction has a positively significant effect on learning burnout; 2) The phone addiction can influence learning burnout through cognitive failure; 3) Anxiety can moderate the mediating role of cognitive failure.
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- 2020
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16. Review for 'The role of cultural worldviews in predicating gambling risk perception and behavior in a Chinese sample'
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Shouying Zhao
- Subjects
Risk perception ,Sample (statistics) ,Psychology ,Social psychology - Published
- 2020
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17. The Influence of Sexual Objectification Experience on Chinese Female College Students’ Selfie-Posting Behavior: A Mediated Moderation Model
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Shouying Zhao, Wenhao Pan, Qiannan Ma, and Mingming Huang
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Social network ,business.industry ,education ,General Medicine ,Interpersonal communication ,Ideation ,Sexualization ,Moderated mediation ,Imaginary audience ,Selfie ,Sexual objectification ,business ,Psychology ,Social psychology - Abstract
Sexual objectification experience is that person experienced life with objectified information. In order to explore the influence of the sexual objectification experience on female college students’ selfie-posting behavior, 700 female college students were surveyed with the Interpersonal Sexual Objectification scale, Enjoyment of Sexualization scale, Social Network Selfile-posting scale and Imaginary Audience Ideation scale. The results show that: 1) Sexual objectification experience is significantly correlated with female college students’ selfie-posting behavior and enjoyment of sexualization. Female college students’ enjoyment of sexualization is significantly correlated with selfie-posting behavior. 2) Sexual objectification experience can predict female college students’ selfie-posting behavior through the partial mediating role of enjoyment of sexualization, and the mediating role of enjoyment of sexualization is moderated by female college students’ imaginary audience ideation. This research revealed the mechanism of the relationship between sexual objectification experience and selfie-posting behavior, which helps to guide female college students to actively and healthfully participate in social activities.
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- 2019
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18. Surface Acting or Deep Acting, Who Need More Effortful? A Study on Emotional Labor Using Functional Near-Infrared Spectroscopy
- Author
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Shouying Zhao, Gaoxing Mei, Wenfeng Wu, Deng Pan, Daling Li, Yongbiao Lu, and Haibo Zhou
- Subjects
surface acting ,fNIRS (functional near-infrared spectroscopy) ,prefrontal lobe ,050105 experimental psychology ,lcsh:RC321-571 ,03 medical and health sciences ,Behavioral Neuroscience ,0302 clinical medicine ,emotional labor ,0501 psychology and cognitive sciences ,deep acting ,Prefrontal cortex ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Biological Psychiatry ,Original Research ,Prefrontal lobe ,Facial expression ,05 social sciences ,Emotional labor ,Psychiatry and Mental health ,Neuropsychology and Physiological Psychology ,Neurology ,Functional near-infrared spectroscopy ,Emotional facial expression ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,energy - Abstract
Emotional labor is characterized by two main regulation strategies: surface acting and deep acting. However, which strategy consumes more energy? To explore this, we used functional near-infrared spectroscopy (fNIRS) to measure changes in hemoglobin density while participants performed a task requiring them to make the opposite emotional facial expression of that presented in a picture. We found that (1) neither surface nor deep acting led to a significant change in hemoglobin concentration in the prefrontal cortex; (2) making negative and positive facial expressions activated the same left front and middle areas of the prefrontal cortex; and (3) making positive facial expressions activated the rear portion of the prefrontal cortex, but making negative facial expressions did not. Based on these findings and past work, we can infer that deep and surface acting may not significantly differ in terms of the activity in the prefrontal cortex energy consumed. Furthermore, engaging in positive and negative emotional labor appear to utilize some of the same neurological mechanisms, although they differ in others.
- Published
- 2019
- Full Text
- View/download PDF
19. The new ecological paradigm and responses to climate change in China
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Wendy Phillips, Anthony D. G. Marks, Shouying Zhao, Wen Xue, and Donald W. Hine
- Subjects
Scale (ratio) ,business.industry ,Ecology ,Strategy and Management ,05 social sciences ,Environmental resource management ,General Engineering ,General Social Sciences ,050109 social psychology ,Sample (statistics) ,010501 environmental sciences ,01 natural sciences ,Geography ,0501 psychology and cognitive sciences ,Safety, Risk, Reliability and Quality ,business ,Climate change in China ,0105 earth and related environmental sciences - Abstract
The purpose of this study was to develop and evaluate a Chinese-Mandarin version of the revised new ecological paradigm (NEP-R) scale. In a sample of 515 Mandarin-speaking Chinese nationals, we fir...
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- 2016
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20. Supplemental_materials_2 – Supplemental material for Refining the Parenting Stress Index–Short Form (PSI-SF) in Chinese Parents
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Luo, Jie, Meng-Cheng Wang, Gao, Yu, Zeng, Hong, Wendeng Yang, Chen, Wei, Shouying Zhao, and Shisan Qi
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FOS: Psychology ,160807 Sociological Methodology and Research Methods ,170199 Psychology not elsewhere classified ,FOS: Sociology - Abstract
Supplemental material, Supplemental_materials_2 for Refining the Parenting Stress Index–Short Form (PSI-SF) in Chinese Parents by Jie Luo, Meng-Cheng Wang, Yu Gao, Hong Zeng, Wendeng Yang, Wei Chen, Shouying Zhao and Shisan Qi in Assessment
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- 2019
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21. Cultural worldviews and climate change: A view from China
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Anthony D. G. Marks, Donald W. Hine, Wen Xue, Wendy Phillips, and Shouying Zhao
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Cultural cognition ,010504 meteorology & atmospheric sciences ,Social Psychology ,media_common.quotation_subject ,05 social sciences ,Fatalism ,General Social Sciences ,Climate change ,050109 social psychology ,01 natural sciences ,humanities ,Risk perception ,Climate change mitigation ,Culture theory ,0501 psychology and cognitive sciences ,sense organs ,Psychology ,Social psychology ,Cultural theory of risk ,Egalitarianism ,0105 earth and related environmental sciences ,media_common - Abstract
We investigated the association between cultural worldviews and climate change risk perceptions, support for climate friendly policies and climate change mitigation behaviours in a large Chinese sample. Items from Dake's cultural theory scales and Kahan's cultural cognition scale were presented to a Qualtrics online panel consisting of 515 Mandarin-speaking residents of Beijing. A series of factor analyses revealed that the combined item sets were best represented by four-dimensions: hierarchism, individualism, egalitarianism and fatalism. Mediation analysis revealed that respondents with egalitarian and non-fatalist worldviews perceived greater risk associated with climate change, which in turn predicted greater support for policies to manage climate change and increased mitigation behaviour. In addition, respondents who scored high on individualism were less likely to support climate change policies, but this effect was not mediated by risk perceptions. Overall, our results suggest cultural worldviews may influence policy support both directly and indirectly through risk perceptions.
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- 2015
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22. The Environmental Worldviews and Climate Change Mitigation Behaviors: Testing the New Ecological Scale in the Smallest Space Analysis for Chinese Samples
- Author
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Shouying Zhao and Wen Xue
- Subjects
Climate change mitigation ,Geography ,Scale (ratio) ,business.industry ,Environmental resource management ,Space (commercial competition) ,business ,General Environmental Science - Published
- 2015
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23. The Analysis of Attachment Styles through Interpersonal Circumplex Description
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Wen Xue and Shouying Zhao
- Subjects
Interpersonal relationship ,Task analysis ,Attachment theory ,General Medicine ,Interpersonal communication ,Interpersonal circumplex ,Big Five personality traits ,Psychology ,Social psychology ,Developmental psychology - Abstract
The study explored how the dyads with different attachment styles behave towards Leary’s circumplex in coop- erative and competitive tasks. 100 strangers as a sample were surveyed through two experiments on computer, by using RBQ (Riverside Behavioral Q-sort) to examine their interpersonal traits through rated by experimenters. Relation Questionnaire (RQ) and ECR were also used to measure their attachment styles. There are three con- clusions based on the results of this study that: 1) Individuals of different attachment styles in interpersonal in- teraction had shown different trend of interpersonal styles; 2) Individuals of different attachment styles take up different area in interpersonal circumplex, which proves that it is continuous not discrete of interpersonal at- tachment style; 3) the dyads in different sex of different attachment types showed different satisfaction in these two tasks.
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- 2011
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24. Test equating and model application
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Zhuang He, Shuli Yuan, and Shouying Zhao
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Exact test ,Rasch model ,Computer science ,media_common.quotation_subject ,Item response theory ,Equating ,Statistics ,Econometrics ,Quality (business) ,Test method ,media_common ,Classical test theory ,Test (assessment) - Abstract
To test the same quality, but use different tests to compare, the first thing is equivalent. Many selections and exams are considering test inequality, so equal tests before comparison. In domestic, the research of test equating is seldom, and in these few studies only few models had been studied — Classical Test Theory and Item Response Theory. Among these test equating models include Rasch Model, this article will illustrate test equivalent and functions of different models in detail.
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- 2011
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25. Intraclass correlation coefficient and its application to quality tests of measurement instrument
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Shouying Zhao and Yan Wang
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symbols.namesake ,Cronbach's alpha ,Intraclass correlation ,Fisher transformation ,Interclass correlation ,Statistics ,Econometrics ,symbols ,Correlation ratio ,Random effects model ,Correction for attenuation ,Pearson product-moment correlation coefficient ,Mathematics - Abstract
Correlation coefficients are dominant indexes of measurement instrument quality. Among the varieties of correlation coefficients Pearson product moment correlation coefficient is the most popular. That is why intraclass correlation attracts relatively less relation. But in certain conditions, Pearson product moment correlation coefficient is not effective and intraclass correlation takes advantage in stead. Intraclass correlation coefficient plays an important role in testing the quality of measurement instruments in behavior sciences, psychological measurement, behavioral genetics and medical sciences. In case of the constructs to measure is two or more aspects of the same concept, to test the reliability and the validity of the measurement intraclass correlation will exert its prevailing advantages. If correlation between unorder pairs groups of interest, Pearson product moment correlation will be of no sense in this case and intraclass correlation coefficient functions properly. Under the frame of ANOVA, three basic models of intraclass correlation are classified, as are models of one-way random effects, two-way random effects and two-way mixed-effect. This study will focus on the model of one-way random effects and its application in measurement instrument quality test.
- Published
- 2011
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26. The principle of Rasch model and compare with the other models
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Hui Bai, Shuli Yuan, and Shouying Zhao
- Subjects
Rasch model ,Computer science ,Estimation theory ,Item response theory ,Logit ,Statistics ,Econometrics ,Polytomous Rasch model ,Regression analysis ,Logistic regression ,Data modeling - Abstract
Rasch model for solving the measurement of objectivity provides a feasible good solution, it causes abroad psychometric and other fields' scholars' wide attention. But so far the related research and exploration in domestic is very few. Rasch model is different from item response theory, it must conform to the model data collected a priory theory. Different data has different analysis method according to different criteria, it has different computing method when different conditions, for example, logit analysis, conditions logistic analysis, unconditional logistic analysis, etc. And Logistic regression model parameter estimation often uses maximum likelihood estimation method.
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- 2011
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27. Comparison between Fully Bayesian Hierarchical Meta-analysis and Classical Meta-analysis: A Monte Carlo Study Based on Correlation Coefficient.
- Author
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Wei CHEN, Shouying ZHAO, Ying GE, Jie LUO, and Jinfu ZHANG
- Subjects
- *
BAYESIAN analysis , *META-analysis , *MONTE Carlo method - Abstract
Take the Pearson's correlation coefficient as an example, the difference between fully Bayesian hierarchical metaanalysis and classical meta-analysis was compared. Through the experimental design of following four factors 5 (research quantum) *3(effect size) *4(variance of heterogeneity) *2(two types of meta-analysis), simulation comparison was conducted. The results show that: when these two types of meta-analysis are analyzed with fixed effect, there was almost no difference between the point estimation and confidence interval; while when they are analyzed with random effect, regardless of the prior distribution of random effects, uniform or conjugate distribution, with the increase in research quantum, results of them tend to be consistent; the credible interval of fully Bayesian hierarchical meta-analysis is slightly wider than that of classical meta-analysis. Therefore, if the true effect is determined to be fixed effect, both two types of meta-analysis can be used. But when random effect is adopted, if the research quantum is less than 20, the fully Bayesian hierarchical meta-analysis should be the choice, and the selection of prior distribution should be determined according to practical situations; while if the research quantum is more than 20, both two types of meta-analysis can be used. [ABSTRACT FROM AUTHOR]
- Published
- 2015
28. Intraclass correlation coefficient and its application to quality tests of measurement instrument.
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Yan Wang and Shouying Zhao
- Published
- 2011
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29. Test equating and model application.
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Shuli Yuan, Shouying Zhao, and Zhuang He
- Published
- 2011
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30. The principle of Rasch model and compare with the other models.
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Shuli Yuan, Shouying Zhao, and Hui Bai
- Published
- 2011
- Full Text
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31. Combining threat and efficacy messaging to increase public engagement with climate change in Beijing, China
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Donald W. Hine, Patrick D. Nunn, Wen Xue, Wendy Phillips, Shouying Zhao, and Anthony D. G. Marks
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Atmospheric Science ,Global and Planetary Change ,010504 meteorology & atmospheric sciences ,business.industry ,Mediation (Marxist theory and media studies) ,media_common.quotation_subject ,05 social sciences ,Control (management) ,Climate change ,050109 social psychology ,Public relations ,Moderation ,01 natural sciences ,Denial ,Anthropocentrism ,Beijing ,0501 psychology and cognitive sciences ,Public engagement ,business ,Psychology ,Social psychology ,0105 earth and related environmental sciences ,media_common - Abstract
In this study we employed the Extended Parallel Process Model of risk communication to investigate the effectiveness of combining threat and efficacy messages to increase public engagement with climate change. A total of 515 Mandarin-speaking residents of Beijing, China were randomly assigned to view one of two climate change messages sourced from an online environmental website. The first message (high threat – low efficacy) described the negative impacts of climate change for China, but provided no information about what actions could be taken by citizens to reduce the threat. The second message (high threat – high efficacy) provided the same threat information, but also provided practical information on how to reduce the threat. Mediation analyses revealed that the high threat – high efficacy message elicited higher levels of perceived efficacy in viewers, which in turn predicted higher levels of danger control processing (intention to seek our more information and take action) and lower levels of fear control processing (message rejection and denial of threat). Moderation analyses revealed that the high efficacy messages were less effective for viewers with moderate to strong anthropocentric worldviews and very high ecocentric worldviews.
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