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Earl SR, Bishop D, Miller K, Davison E, Pickerell L. First-year students' achievement emotions at university: A cluster analytic approach to understand variability in attendance and attainment. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2024; 94:367-386. [PMID: 38164637 DOI: 10.1111/bjep.12650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 10/12/2023] [Accepted: 12/01/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Students' initial experiences at university often shape their attendance and attainment. For some students, university is a positive experience, whereas others seemingly struggle and have more negative emotions. Unearthing distinctions in first-year students' emotionality may be valuable in understanding their academic engagement and performance. AIMS The study's aim was to identify distinct profiles of students based on their achievement emotions and explore whether these profiles differed in university attendance and attainment. At least three emotional profiles were hypothesized (positive; moderate; negative) with a positive profile expected to display the highest attendance and attainment. SAMPLE Participants were 294 first-year undergraduate students from a university in the United Kingdom (Mage = 19.33 years; 127 men; 162 women). METHODS Students completed self-report measures of eight achievement emotions for general learning. Attendance and attainment data were collected from official records. Hierarchical cluster analysis was performed to profile students on their achievement emotions. Analysis of covariance explored profile differences in attendance and attainment. RESULTS Four emotional profiles emerged: positive; moderate; negative; mixed-valence (both positive and negative activating emotions). The positive and mixed-valence groups displayed equally high attendance compared to the moderate and negative groups. The positive group obtained higher academic attainment than the mixed-valence and negative emotion groups, but not the moderate group. CONCLUSIONS The findings highlight the diverse emotional experiences of first-year university students and the existence of co-occurring positive and negative activation emotions. This evidence may be of practical worth to educators in understanding variability in students' emotions, attendance and attainment.
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Schmid R, Smit R, Robin N, Strahl A. The role of momentary emotions in promoting error learning orientation among lower secondary school students: An intervention study embedded in a short visual programming course. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2024. [PMID: 38503561 DOI: 10.1111/bjep.12681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 02/16/2024] [Accepted: 02/28/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND Students make many errors in visual programming. In order to learn from these, it is important that students regulate their emotions and view errors as learning opportunities. AIMS This study aimed to explore to what extent momentary emotions, specifically enjoyment, anxiety and boredom, as well as the error learning orientation of students, interacted during a 1-day course on visual programming in an out-of-school learning environment. SAMPLES The sample consisted of 269 lower secondary school students (grades 7-9). METHODS The data were collected in an intervention study, with questionnaires applied directly before and after the course, and with four measurements of state emotions during the course. RESULTS The results showed that error learning orientation had an expected effect on the students' emotions at the beginning of the course. The emotions changed positively over the course of the workshop, while the error learning orientation remained stable. No differences in error learning orientation were found between the control and intervention groups. An expected, reciprocal effect of students' emotions on their error learning orientation at the end of the course day could not be found. CONCLUSION Changes in error learning orientation are difficult to achieve during 1-day courses. Nevertheless, through targeted, pedagogical approaches, which aim to minimize the influence of unfavourable emotions that occur in problem-oriented learning situations, teachers could help students develop a positive error learning orientation in the long term, whereby errors are viewed as an opportunity for learning.
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Affiliation(s)
- Rahel Schmid
- St. Gallen University of Teacher Education, St. Gallen, Switzerland
| | - Robbert Smit
- St. Gallen University of Teacher Education, St. Gallen, Switzerland
| | - Nicolas Robin
- St. Gallen University of Teacher Education, St. Gallen, Switzerland
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Rocca E, Burro R, Carradore M, Lonardi C, Vicentini G, Raccanello D. Interviews about pandemics and protective measures: studying key informants' representation to develop a web-application for fostering children and adolescents' resilience. PSYCHOL HEALTH MED 2023; 28:2058-2072. [PMID: 36424708 DOI: 10.1080/13548506.2022.2151636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022]
Abstract
COVID-19 pandemic can be defined as a biological disaster whose impact is particularly evident for children and adolescents, vulnerable populations because of their level of cognitive and affective development. For this reason, it is of paramount relevance to develop actions focused on disaster-related prevention and preparedness, including psycho-education. In this study, we aimed at exploring key informants' representation of the pandemic, also to identify the contents for the first two levels of a psycho-educational web-application for children and adolescents, i.e., PandHEMOT® (Pandemics - Helmet for EMOTions). We involved 25 experts with different professional roles through semi-structured interviews about a variety of aspects related to the pandemic. We coded each proposition according to four categories (i.e., Basic knowledge, Procedural knowledge, Safety behaviors, and Consequences). First, a generalized linear mixed model revealed that Safety behaviors was the most frequent category, followed by Consequences, and in turn by Procedural and Basic knowledge. Second, through a cluster analysis we identified three clusters corresponding to different response patterns and pandemic representations. Third, we conducted a thematic analysis to select the items to be inserted in the first and second level of PandHEMOT®, focused on the nature of pandemics and pandemic-related protective measures. Notwithstanding the limitations related to the small sample, this research permitted to explore the representation of different experts concerning the COVID-19 pandemic. Also, these findings enabled to identify the contents for the initial levels of a web-application designed for increasing children and adolescents' knowledge on pandemics, emotions, and coping strategies. This initiative can be an example of a psycho-educational tool to enhance young people's disaster-related resilience.
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Affiliation(s)
- Emmanuela Rocca
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Roberto Burro
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Marco Carradore
- Department of Cultures and Civilizations, University of Verona, Verona, Italy
| | - Cristina Lonardi
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Giada Vicentini
- Department of Human Sciences, University of Verona, Verona, Italy
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Živković M, Pellizzoni S, Doz E, Cuder A, Mammarella I, Passolunghi MC. Math self-efficacy or anxiety? The role of emotional and motivational contribution in math performance. SOCIAL PSYCHOLOGY OF EDUCATION 2023. [DOI: 10.1007/s11218-023-09760-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
AbstractVarious studies have highlighted the important influence of math ability in a numerate society. In this study, we investigated the influence of emotional (math anxiety and math enjoyment) and cognitive-motivational (math self-efficacy) factors on math performance. Participants were 145 fifth-grade students (84 boys and 61 girls). The results showed that math performance was negatively correlated with math anxiety and positively correlated with math enjoyment and math self-efficacy. Moreover, math anxiety was negatively associated with enjoyment in math and math self-efficacy, whereas math enjoyment was positively correlated with math self-efficacy. Hierarchical regression analysis showed a significant influence of math anxiety and math self-efficacy on math performance in fifth-grade students. Results are discussed in terms of a new perspective in emotional and motivational factors to train in school contexts.
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Liu Y, Wang Y, Liu RD, Ding Y, Wang J, Mu X. How Classroom Environment Influences Academic Enjoyment in Mathematics Among Chinese Middle School Students: Moderated Mediation Effect of Academic Self-Concept and Academic Achievement. Psychol Res Behav Manag 2022; 15:2035-2048. [PMID: 35967595 PMCID: PMC9365056 DOI: 10.2147/prbm.s371092] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 07/26/2022] [Indexed: 11/26/2022] Open
Abstract
Purpose Substantial literature has documented the influence of classroom environment on academic enjoyment. However, little is known about the mediating and moderating mechanisms underlying this relationship. Based on the control-value theory and the individual-context interaction model, a moderated mediation model was constructed in this study to further examine whether academic self-concept mediated the relation between classroom environment and enjoyment in mathematics and whether this mediating effect was moderated by academic achievement. Methods We recruited 750 Chinese middle school students and they completed the classroom environment, academic self-concept, and academic enjoyment questionnaires. Results After controlling for gender and grade, the results of structural equation modeling showed that academic self-concept partially mediated the association between classroom environment and enjoyment in mathematics. The mediating path from classroom environment to academic self-concept was moderated by academic achievement. Classroom environment positively predicted academic self-concept for the higher achieving students. However, the effect of classroom environment on academic self-concept was not significant for the lower achieving students. Conclusion These findings highlight that classroom environment has a more salient impact on academic self-concept and enjoyment for higher achieving students than for lower achieving students. The study results provide guidelines for educators regarding effective interventions for fostering positive academic emotions.
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Affiliation(s)
- Ying Liu
- School of Education, Hebei Normal University, Shijiazhuang, People’s Republic of China
| | - Yu Wang
- Faculty of Education, Hui Hua College of Hebei Normal University, Shijiazhuang, People’s Republic of China
| | - Ru-De Liu
- Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, Beijing, People’s Republic of China
| | - Yi Ding
- Graduate School of Education, Fordham University, New York, NY, USA
| | - Jia Wang
- Teachers’ College, Beijing Union University, Beijing, People’s Republic of China
| | - Xinyi Mu
- School of Education, Hebei Normal University, Shijiazhuang, People’s Republic of China
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Raccanello D, Balbontín-Alvarado R, Bezerra DDS, Burro R, Cheraghi M, Dobrowolska B, Fagbamigbe AF, Faris ME, França T, González-Fernández B, Hall R, Inasius F, Kar SK, Keržič D, Lazányi K, Lazăr F, Machin-Mastromatteo JD, Marôco J, Marques BP, Mejía-Rodríguez O, Méndez Prado SM, Mishra A, Mollica C, Navarro Jiménez SG, Obadić A, Mamun-Ur-Rashid M, Ravšelj D, Tatalović Vorkapić S, Tomaževič N, Uleanya C, Umek L, Vicentini G, Yorulmaz Ö, Zamfir AM, Aristovnik A. Higher education students' achievement emotions and their antecedents in e-learning amid COVID-19 pandemic: A multi-country survey. LEARNING AND INSTRUCTION 2022; 80:101629. [PMID: 35578734 PMCID: PMC9095445 DOI: 10.1016/j.learninstruc.2022.101629] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 03/29/2022] [Accepted: 05/06/2022] [Indexed: 05/23/2023]
Abstract
The outbreak of the COVID-19 pandemic has had a wide range of negative consequences for higher education students. We explored the generalizability of the control-value theory of achievement emotions for e-learning, focusing on their antecedents. We involved 17019 higher education students from 13 countries, who completed an online survey during the first wave of the pandemic. A structural equation model revealed that proximal antecedents (e-learning self-efficacy, computer self-efficacy) mediated the relation between environmental antecedents (cognitive and motivational quality of the task) and positive and negative achievement emotions, with some exceptions. The model was invariant across country, area of study, and gender. The rates of achievement emotions varied according to these same factors. Beyond their theoretical relevance, these findings could be the basis for policy recommendations to support stakeholders in coping with the challenges of e-learning and the current and future sequelae of the pandemic.
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Affiliation(s)
| | | | | | - Roberto Burro
- Department of Human Sciences, University of Verona, Italy
| | - Maria Cheraghi
- Social Determinant of Health Research Center, Department of Public Health, School of Health, Ahvaz Jundishapur University of Medical Sciences, Iran
| | | | - Adeniyi Francis Fagbamigbe
- Department of Epidemiology and Medical Statistics, Faculty of Public Health, College of Medicine, University of Ibadan, Nigeria
| | - MoezAlIslam Ezzat Faris
- Department of Clinical Nutrition and Dietetics, College of Health Sciences, University of Sharjah, United Arab Emirates
| | - Thais França
- Centre for Research and Studies in Sociology, Cies-Iscte, Portugal
| | | | - Rob Hall
- Department of Psychology, Macquarie University, Australia
| | - Fany Inasius
- Faculty of Economic and Communication, Bina Nusantara University, Indonesia
| | - Sujita Kumar Kar
- Department of Psychiatry, King George's Medical University, India
| | - Damijana Keržič
- Faculty of Public Administration, University of Ljubljana, Slovenia
| | - Kornélia Lazányi
- John von Neumann Faculty of Informatics, Obuda University, Hungary
| | - Florin Lazăr
- Faculty of Sociology and Social Work, University of Bucharest, Romania
| | | | - João Marôco
- William James Centre for Research, ISPA - Instituto Universitário, Portugal
| | - Bertil P Marques
- Higher Institute of Engineering of Porto, Polytechnic Institute of Porto, Portugal
| | - Oliva Mejía-Rodríguez
- División de Investigación Clínica, Centro de Investigación Biomédica de Michoacán, Instituto Mexicano del Seguro Social, Mexico
| | | | - Alpana Mishra
- Faculty of Community Medicine, KIMS, Bhubaneswar, KIIT University, India
| | - Cristina Mollica
- Department of Statistical Sciences, Sapienza University of Rome, Italy
| | | | - Alka Obadić
- Faculty of Economics and Business, University of Zagreb, Croatia
| | - Md Mamun-Ur-Rashid
- Department of Agricultural Extension and Rural Development, Patuakhali Science and Technology University, Bangladesh
| | - Dejan Ravšelj
- Faculty of Public Administration, University of Ljubljana, Slovenia
| | | | - Nina Tomaževič
- Faculty of Public Administration, University of Ljubljana, Slovenia
| | - Chinaza Uleanya
- Business Management, University of South Africa (UNISA), South Africa
| | - Lan Umek
- Faculty of Public Administration, University of Ljubljana, Slovenia
| | | | - Özlem Yorulmaz
- Department of Econometrics, Faculty of Economics, University of Istanbul, Turkey
| | - Ana-Maria Zamfir
- National Scientific Research Institute for Labour and Social Protection, Romania
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Mixed feelings: Profiles of emotions among elementary mathematics students and how they function within a control-value framework. CONTEMPORARY EDUCATIONAL PSYCHOLOGY 2021. [DOI: 10.1016/j.cedpsych.2021.101996] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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9
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Tze VMC, Li JCH. Should science be a subject that we should keep our mind cool? A systemic evaluation using TIMSS 2015 data. MOTIVATION AND EMOTION 2021. [DOI: 10.1007/s11031-021-09880-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Mata L, Monteiro V, Peixoto F, Santos NN, Sanches C, Gomes M. Emotional profiles regarding maths among primary school children – A two-year longitudinal study. EUROPEAN JOURNAL OF PSYCHOLOGY OF EDUCATION 2021. [DOI: 10.1007/s10212-020-00527-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
AbstractLearning maths is challenging for many primary school students, and teachers must understand students’ learning and emotional processes specific to learning maths. The current research, grounded in control-value theory, focused on achievement emotions regarding maths. Primary school students (N = 71) were studied with the primary objective of examining the longitudinal trajectories of achievement emotions of third graders over two years. The Portuguese Achievement Emotions Questionnaire for Elementary Students was administered biannually to assess enjoyment, anxiety, and boredom regarding maths. The results indicate that enjoyment decreased and boredom increased over time, revealing three emotional profiles: positive, negative and moderate. The positive profile showed the highest scores in maths achievement. Profile membership was moderately stable and became increasingly stable and structured. In examining the complexity of students’ emotional profiles and processes, the importance of understanding them to enhance educational support, development, and learning was highlighted.
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Tan CY, Liu P, Wong WLV. Different Patterns of Relationships Between Principal Leadership and 15-Year-Old Students' Science Learning: How School Resources, Teacher Quality, and School Socioeconomic Status Make a Difference. Front Psychol 2020; 11:2257. [PMID: 32973640 PMCID: PMC7481831 DOI: 10.3389/fpsyg.2020.02257] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Accepted: 08/11/2020] [Indexed: 11/23/2022] Open
Abstract
The present study critically evaluates whether school leadership influences student learning homogenously regardless of school contexts. It examined relationships between four principal leadership variables (envisioning, instructional management, promoting professional development, empowerment) and two types of student outcomes (enjoyment in learning science, science achievement) in different school contexts [in terms of the availability of science resources, quality of science teachers, and school socioeconomic status (SES)]. The sample comprised 248,620 students and 9,370 principals in 35 developed countries who participated in the Programme for International Student Assessment (PISA) 2015. Latent profile analysis (LPA) showed that schools operated in three types of school contexts with different levels of science resources, proportion of quality science teachers, and school SES. There were also differences in the pattern of leadership practices across the three types of school contexts. Three-level hierarchical linear modeling (HLM) showed that among the four leadership variables, only instructional management was positively associated with students’ enjoyment of science in schools with less science resources and quality science teachers. Therefore, instructional management had compensatory effects for students in less-endowed schools. In contrast, principal leadership related to envisioning, teacher professional development, and empowerment was not positively related to students’ science learning in all three school contexts.
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Affiliation(s)
- Cheng Yong Tan
- Faculty of Education, The University of Hong Kong, Pokfulam, Hong Kong
| | - Peng Liu
- Faculty of Education, University of Manitoba, Winnipeg, MB, Canada
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Raccanello D, Barnaba V, Rocca E, Vicentini G, Hall R, Burro R. Adults' expectations on children's earthquake-related emotions and coping strategies. PSYCHOL HEALTH MED 2020; 26:571-583. [PMID: 32755469 DOI: 10.1080/13548506.2020.1800057] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Natural disasters such as earthquakes have a highly traumatic impact on psychological functioning. Recently, the study of children's earthquake-related emotions and coping strategies has gathered attention. However, little is known on the corresponding adults' representation, adults who in case of disasters are frequently key informants on children's reactions. Examining the influence of earthquake experience, we explored adults' expectations on children's earthquake-related emotions and coping strategies. The participants were 572 Italian university students. Referring to what happens during and after earthquakes, they were asked to list children's (a) expected emotions, and (b) coping strategies for diminishing fear and sadness. We coded (a) number of fear, sadness, and anger terms; (b) presence of 13 coping strategies. We used Generalized Linear Mixed Models. Fear was more frequent than sadness, and more frequent during vs. after earthquakes (and vice versa for sadness). Some coping strategies were reported rarely, while others were more salient (i.e. problem-solving, information-seeking, self-reliance, support-seeking, and accommodation). Earthquake experience had a marginal impact. Our findings enable us to deepen knowledge on the emotional representation of earthquakes. At an applied level, they can help professionals to develop training programs aimed at increasing children's emotional preparedness.
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Affiliation(s)
| | - Veronica Barnaba
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Emmanuela Rocca
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Giada Vicentini
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Rob Hall
- Environmetrics, Sydney, Australia
| | - Roberto Burro
- Department of Human Sciences, University of Verona, Verona, Italy
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Raccanello D, Brondino M, Trifiletti E, Shamloo SE. Emotions at primary school: Negative achievement emotions and their relation with emotional competencies in ethnic minority and majority students. JOURNAL OF COMMUNITY & APPLIED SOCIAL PSYCHOLOGY 2020. [DOI: 10.1002/casp.2451] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Control-value theory and enjoyment of science: A cross-national investigation with 15-year-olds using PISA 2006 data. LEARNING AND INDIVIDUAL DIFFERENCES 2020. [DOI: 10.1016/j.lindif.2020.101889] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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15
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Zaccoletti S, Altoè G, Mason L. Enjoyment, anxiety and boredom, and their control-value antecedents as predictors of reading comprehension. LEARNING AND INDIVIDUAL DIFFERENCES 2020. [DOI: 10.1016/j.lindif.2020.101869] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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16
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Children’s Psychological Representation of Earthquakes: Analysis of Written Definitions and Rasch Scaling. GEOSCIENCES 2019. [DOI: 10.3390/geosciences9050208] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Natural disasters have a potential highly traumatic impact on psychological functioning. This is notably true for children, whose vulnerability depends on their level of cognitive and emotional development. Before formal schooling, children possess all the basic abilities to represent the phenomena of the world, including natural disasters. However, scarce attention has been paid to children’s representation of earthquakes, notwithstanding its relevance for risk awareness and for the efficacy of prevention programs. We examined children’s representation of earthquakes using different methodologies. One hundred and twenty-eight second- and fourth-graders completed a written definition task and an online recognition task, analyzed through the Rasch model. Findings from both tasks indicated that, in children’s representation, natural elements such as geological ones were the most salient, followed by man-made elements, and then by person-related elements. Older children revealed a more complex representation of earthquakes, and this was detected through the online recognition task. The results are discussed taking into account their theoretical and applied relevance. Beyond advancing knowledge of the development of the representation of earthquakes, they also inform on strengths and limitations of different methodologies. Both aspects are key resources to develop prevention programs for fostering preparedness to natural disasters and emotional prevention.
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Riemer V, Schrader C. Mental Model Development in Multimedia Learning: Interrelated Effects of Emotions and Self-Monitoring. Front Psychol 2019; 10:899. [PMID: 31068875 PMCID: PMC6491813 DOI: 10.3389/fpsyg.2019.00899] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 04/04/2019] [Indexed: 11/13/2022] Open
Abstract
Learners' emotions and metacognitive self-monitoring play a crucial role in mental model development, particularly in the context of multimedia learning. However, learning-centered emotions and self-monitoring have been investigated largely without accounting for their dynamic interrelations. In this study, the effects of both learner-state variables on mental model development were investigated, by modeling their interrelations over time during a multimedia learning episode. For this, 108 undergraduate students (M age = 22.79, SD age = 3.42) were engaged in a multimedia learning environment to learn practical money skills. Learning-centered emotions of enjoyment, boredom, and frustration were repeatedly collected using self-reports. Learners' self-monitoring was assessed using behavioral data in terms of time spent on accessing specific information in the multimedia environment. Mental model development was operationalized by assessing learners' mental model accuracy (MMA) in pre- and post-tests, by using assessments of structural knowledge. Regarding the dynamic interrelations, panel models with the repeated measures revealed positive direct and indirect paths from earlier stages of self-monitoring to later stages of enjoyment. Conversely, negative direct and indirect paths emerged from earlier stages of boredom and frustration to later stages of self-monitoring. Regarding the effects of all variables on mental model development, a path model analysis with aggregated values revealed that enjoyment was unrelated to post-test MMA, whereas boredom negatively predicted post-test MMA. Additionally, frustration negatively predicted self-monitoring, which positively predicted post-test MMA. Finally, pre-test MMA was a negative predictor of boredom and positively predicted post-test MMA. The results demonstrate that the dynamic interrelations between different learning-centered emotions and self-monitoring can diverge in multimedia learning. In addition, this study provides insights into the joint effects and the relative importance of emotions and self-monitoring for mental model development in multimedia learning.
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Affiliation(s)
- Valentin Riemer
- Institute of Psychology and Education, Ulm University, Ulm, Germany
| | - Claudia Schrader
- Institute of Psychology and Education, Ulm University, Ulm, Germany
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