Digital skills among youth: A dataset from a three-wave longitudinal survey in six European countries.

This dataset provides longitudinal survey data from a European project, ySKILLS, which was focused on the role of digital skills in youths' development. It contains data from 10,821 participants from Grades 6-10 (in Wave 1) in Estonia, Finland, Germany, Italy, Poland, and Portugal. The data was collected between Spring 2021 and Spring 2023, the participants were recruited through schools, where the data collection also took place, except for online data collections due to restrictions caused by COVID-19. The dataset is novel in its multidimensional approach to the construct of digital literacy. It provides insight into the development of digital skills in youth and the role of digital skills and internet usage in youths' positive and negative online experiences and wellbeing. It also contains data that allows for the analysis of the role of digital skills in class networks. The data are beneficial for researchers interested in the examination of youths' online skills, internet usage, online experiences, and wellbeing from a longitudinal perspective.

Profiles of Loneliness and Ostracism During Adolescence: Consequences, Antecedents, and Protective Factors.

This longitudinal study (N = 1078, 46% boys; 54% girls) examined profiles of loneliness and ostracism during adolescence and their consequences and antecedents. Longitudinal latent profiles analyses identified four distinct profiles: (1) High emotional loneliness (25%), High and increasing social loneliness (15%), High peer exclusion and high social impact (9%) and No peer problems (51%). Subsequent internalizing problems were typical for the High and increasing social loneliness profile and externalizing problems for the High emotional loneliness and High peer exclusion and high social impact profiles. Furthermore, effortful control, prosocial skills, and relationship quality with parents and teachers were highest in the No peer problems profile, whereas the High and increasing social loneliness profile had the lowest self-esteem and was characterized by low surgency/extraversion, high affiliativeness, and high negative affectivity.

Facilitating Youth's Curiosity in Learning: Needs-based Ecological Examinations.

The decline of curiosity during adolescence has received increasing concerns in education. The present study aimed to identify the key factors in the environment that promote young people's curiosity from a needs-based ecological perspective, focusing on family and school. To enable a better understanding of the developmental effects, this study compared two age groups: 10-year-olds and 15-year-olds. A total of 5482 Finnish students (3034 aged 10 and 2448 aged 15; 48% female and 51% male) from the OECD Survey on Social-emotional Skills participated in the study, and their family and school factors related to basic psychological needs (autonomy, competence, relatedness) were assessed through surveys. Hierarchical Linear Modeling results revealed that: (1) contrary to the expectations, factors that support competence and relatedness facilitated youth curiosity to a greater extent than factors that support autonomy; (2) positive relationships with teachers were more beneficial for curiosity among older youth than younger youth; whereas, a sense of belonging at school was the most important factor for younger youth's curiosity. These findings have significant implications for promoting curiosity in general as well as during different age periods.

The "Let's Talk about Children" intervention in a Finnish school context: fidelity, parents' experiences, and perceived benefits.

The Let's Talk about Children intervention is a tool for parents and professionals to work together to promote children's positive development, resilience, and psychosocial well-being in social and healthcare services, at school, and in day care. The aim of this study was to evaluate the fidelity, parents' experiences, and perceived benefits of using the Let's Talk about Children intervention in a school context. Participants (N = 65 first-grader parents) completed an online questionnaire after the intervention. The results show that the intervention was delivered as designed and conducted with high fidelity. Parents' experiences of the Let's Talk about Children discussions were positive, parents felt that the atmosphere was good during the discussion, and the participants reported benefits from the intervention. Clinical trial registration:ClinicalTrials.gov, identifier NCT05038280.

Prenatal wellbeing of mothers, their partners, and couples: a cross-sectional descriptive study.

BACKGROUND: Prenatal posttraumatic stress symptoms (PTSS), fear of childbirth (FOC), and depressive symptoms have been related to various negative effects during pregnancy, childbirth, and in the postnatal period. This study evaluates the prevalence of PTSS, FOC, depressive symptoms, and health-related quality of life (HRQoL) among pregnant women, their partners, and as couples. METHODS: In a cohort of 3853 volunteered, unselected women at the mean of 17th weeks of pregnancy with 3020 partners, PTSS was evaluated by Impact of Event Scale (IES), FOC by Wijma Delivery Expectancy Questionnaire (W-DEQ-A), depressive symptoms by Edinburgh Postnatal Depression Scale (EPDS), and HRQoL by 15D instrument. RESULTS: PTSS (IES score ≥ 33) was identified among 20.2% of the women, 13.4% of the partners, and 3.4% of the couples. Altogether, 5.9% of the women, but only 0.3% of the partners, and 0.04% of the couples experienced symptoms suggestive of phobic FOC (W-DEQ A ≥ 100). Respectively, 7.6% of the women, 1.8% of the partners, and 0.4% of the couples reported depressive symptoms (EPDS ≥ 13). Nulliparous women and partners without previous children experienced FOC more often than those with previous children, but there was no difference in PTSS, depressive symptoms, or HRQoL. Women's mean 15D score was lower than partners' and that of age- and gender-standardized general population, while partners' mean 15D score was higher than that of age- and gender-standardized general population. Women whose partners reported PTSS, phobic FOC, or depressive symptoms, often had the same symptoms (22.3%, 14.3%, and 20.4%, respectively). CONCLUSIONS: PTSS were common in both women and partners, as well as in couples. FOC and depressive symptoms were common in women but uncommon in partners, thus they rarely occurred simultaneously in couples. However, special attention should be paid to a pregnant woman whose partner experiences any of these symptoms.

Child temperament is associated with energy intake and its day-to-day variability among preschoolers-Results from a cross-sectional DAGIS study.

BACKGROUND: Although research has linked children's temperament with weight outcomes, the associations between temperament and dietary outcomes, particularly energy intake, remain understudied. Furthermore, little is known about how temperament is associated with diet in the early childhood education and care (ECEC) context, which is an important environment for many children. OBJECTIVES: This study examined whether temperament is associated with mean energy intake and its day-to-day variability. In addition, the associations were examined separately in the contexts of home and ECEC. METHODS: The study used data from 505 Finnish children from a cross-sectional DAGIS study conducted in 2015-2016. Parents reported their child's temperament with a questionnaire and food consumption with a food record for two weekdays (outside daycare hours) and one weekend day. Early educators at an ECEC centre reported the child's food consumption during the daycare hours on the same weekdays as the parents kept food records at home. Associations were examined with linear regression models. RESULTS: Children with higher surgency had a higher mean daily energy intake. When examined separately at home and in the ECEC centre, the association was found only in the ECEC centre. Children with higher negative affectivity had greater day-to-day variability in energy intake. This association, however, was not observed when examined separately at home and at the ECEC centre. CONCLUSIONS: The results indicate that temperament may shape children's energy intake. Moreover, the role of the ECEC context in children's eating may be different depending on a child's temperamental dispositions, which warrants further research.

How do different childbirth experience scales predict childbirth-related posttraumatic stress symptoms and disorder?

PURPOSE: Post-traumatic stress disorder (PTSD) after childbirth causes severe and lasting effects. Screening of childbirth experience may expedite early PTSD recognition. Systematic reviews have not provided consensus on how and when to measure childbirth experience and the clinical implications of such measurements. We aimed to identify a reliable and simple scale for screening the childbirth experience with minimum risk of missing PTSD. MATERIALS AND METHODS: This cohort study evaluated the childbirth experience of 1527 unselected women with Wijma Delivery Experience Questionnaire (W-DEQ-B), Delivery Satisfaction Scale (DSS), and Visual Analogue Scale (VAS). VAS was measured first <1 week (VAS1) and then, together with the other scales, a few months after childbirth (VAS2). The scales' ability to identify PTSD (measured with Traumatic Event Scale) was evaluated and compared with receiver operating characteristic (ROC) analysis. Diagnostic accuracy and clinical usefulness were used to suggest cutoff values for scales. RESULTS: W-DEQ-B showed highest recognition of partial or full PTSD (area under the ROC curve 0.96 in W-DEQ-B, 0.92 in VAS2, 0.91 in DSS and 0.82 in VAS1). CONCLUSIONS: All included scales recognized partial or full PTSD well. Although W-DEQ-B performed best, VAS (measured twice) with cutoff value of 50 mm is most suitable for screening in clinical circumstances.

The roles of social-emotional skills in students' academic and life success: A multi-informant and multicohort perspective.

Social-emotional skills have been shown to be beneficial for many important life outcomes for students. However, previous studies on the topic have suffered from many issues (e.g., consideration of only a small subset of skills, single-informant, and single-cohort design). To address these limitations, this study used a multi-informant (self, teacher, and parent) and multicohort (ages 10-15 from Finland, N = 5,533) perspective to study the association between 15 social-emotional skills and 20 educational (e.g., school grades), social (e.g., relationships with teachers), psychological health (e.g., life satisfaction), and physical health outcomes (e.g., sleep trouble). Results showed that (a) there was a modest level of interrater agreement on social-emotional skills, with the highest agreement between students and parents (mean r = .41); (b) inclusion of multi-informant ratings substantially enhanced the ability of social-emotional skills in predicting outcome variables, with parent- and self-rated skills playing important, unique roles; (c) by modeling skills at the facet level rather than at the domain level, we identified the key skills for different outcomes and found significant variation in facets' predictive utility even within the same domain; and (d) although the older cohort showed lower levels of most social-emotional skills (9/15), there were only minor changes in the interrater agreement and predictive utility on outcomes. Overall, self-control, trust, optimism, and energy were found among the four most important skills for academic and life success. We further identified the unique contribution of each skill for specific outcomes, pointing the way to effective and precise interventions. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Can you feel the excitement? Physiological correlates of students' self-reported emotions.

BACKGROUND: This study explored the physiological correlates of students' self-reported emotions in ecologically valid settings by combining biosignal data (on physical and cardiac activity) and experience sampling method (ESM) data. AIMS: The aim was to examine the concurrent associations between self-reported excitement, calmness, anxiety, and boredom (adopted from the dimensional model of emotions) and students' heart rate (HR) and heart rate variability (HRV) (indicators of physiological arousal and the activation of the autonomous nervous system). Students' physical activity was controlled in the models via the metabolic equivalent of task (MET) values (actigraphy data). A second objective was to explore how to combine the information stored by these three sources of ambulatory assessment. SAMPLE: The study comprised 136 high school students with multiple repetitive data points. METHODS: For three consecutive days, students wore biometric sensors and wristbands collecting their HR, HRV, and MET signals, and answered the ESM questionnaires five times a day on smartphones. RESULTS: When MET values were controlled for, self-reported excitement was related to higher HR as well as lower HRV during a specific moment, indicating stronger sympathetic activity (i.e., physiological arousal/activation). Self-reported boredom was related to lower HR but was unrelated to HRV. Self-reported calmness and anxiety were unrelated to HR and HRV after controlling for MET. CONCLUSIONS: A 5-min time window with a Gaussian weighted mean seemed to be an appropriate data processing method for capturing the physiological arousal (or abate) of self-reported excitement and boredom. The findings suggest that the physiological stimulus of elevated HR could be interpreted by students as an adaptive state of excitement. Combining the experience sampling approach and the physiological measures revealed how the mind and body function in interplay and can therefore provide objective evidence of emotional and motivational processes as they unfold in students' daily lives.

Epistemic Emotions and Observations Are Intertwined in Scientific Sensemaking: A Study among Upper Secondary Physics Students.

This study contributes to the understanding of the relationship between emotions and development of scientific understanding by examining (1) how students perform in scientific sensemaking in the context of a three-cycle predict-observe-explain (POE) activity, (2) what kind of trajectories of situational epistemic emotions students show when making sense of the phenomenon, and (3) how students' performance in sensemaking is related to their emotional trajectories. Data from 109 participant students were collected in six upper secondary physics classes. Students' performance in sensemaking was evaluated based on their answers on POE items and categorised through qualitative content analysis. Situational epistemic emotions (surprise, curiosity, confusion, and boredom) were measured using a four-point Likert scale after each POE cycle. Latent class growth analysis was used to identify groups of students with distinctive emotional trajectories. The relationship between the performance in POE activity and emotional trajectories was explored by a chi-square test. The results indicate that students' inability to make relevant observations is significantly related to experienced boredom. Furthermore, students who perform better in making sense of the phenomenon are more likely to experience surprise, curiosity, and confusion. This implies that engaging students to be curious when they observe and test predictions is an important mission for curriculum designers and teachers in practice. The findings underline the importance of epistemic emotions in educational settings and the complexity of the interplay between cognitive and affective factors in learning situations. Supplementary Information: The online version contains supplementary material available at 10.1007/s10763-022-10310-5.

Gendered difference in motivational profiles, achievement, and STEM aspiration of elementary school students.

To better understand the gender gap in science, technology, engineering and math (STEM) aspiration, the article examines the critical role of domain-specific motivation (i.e., expectancy and task values). Using longitudinal data from 5th and 6th grade (∼11-12-year-old) students (n = 360, 55% girls), person-oriented analyses was applied to understand the gendered motivational profiles and their longitudinal influence on achievement and STEM aspiration. Specifically, we aimed to (1) derive motivational belief profiles regarding science, mathematics, and language (Finnish), (2) analyze the stability and change in the profiles between the 5th and 6th grade, (3) assess the relationship between motivational profiles and achievement and STEM aspiration, and (4) test for gender differences. We derived four motivational profiles for both years: high motivation in all subjects (∼21%), high mathematics motivation (∼46%), low mathematics motivation (∼11%), and low motivation in all subjects (∼8%). Latent transition analysis revealed that most students remained in the same profile throughout the 2 years. We found evidence of gendered differences in the motivational profiles and the chance of transitioning between profiles. More girls are characterized by low math motivation, while boys are more likely to transition to higher math motivation in 6th grade. The motivational difference is reflected in their achievement, although not strongly coupled with their STEM aspiration. The findings suggest that at this developmental stage, Finnish students have not developed a strong association between (gendered) STEM aspiration and their domain-specific motivation, although their motivation may have influenced their achievement. Interpretation and practical implications are discussed.

Closing the gender gap in entrepreneurship: The importance of skill variety.

Given that skill variety is widely regarded a key component of entrepreneurial human capital, gender differences in entrepreneurship could be rooted in the formation of such skill variety. Analyzing 12-year longitudinal data following 1,321 Finnish adolescents into adulthood, we study whether gender differences in skill variety open up early in the vocational development of entrepreneurs vs. non-entrepreneurs, thereby contributing to the persisting gender gap in entrepreneurship in adulthood. Specifically, structural equation modeling was used to test and compare the mediating effect of early skill variety in adolescence vs. education- and work-related skill variety in early adulthood on the gender gap in entrepreneurial intentions in adulthood. We find that education- and work-related skill variety indeed operate as an obstacle for women entrepreneurship, despite women outperforming men in early skill variety in adolescence. Hence, we identify a critical turning point in early adulthood where women fall behind in their development of entrepreneurial human capital.

Brain Responses to Peer Feedback in Social Media Are Modulated by Valence in Late Adolescence.

Previous studies have examined the neural correlates of receiving negative feedback from peers during virtual social interaction in young people. However, there is a lack of studies applying platforms adolescents use in daily life. In the present study, 92 late-adolescent participants performed a task that involved receiving positive and negative feedback to their opinions from peers in a Facebook-like platform, while brain activity was measured using functional magnetic resonance imaging (fMRI). Peer feedback was shown to activate clusters in the ventrolateral prefrontal cortex (VLPFC), medial prefrontal cortex (MPFC), superior temporal gyrus and sulcus (STG/STS), and occipital cortex (OC). Negative feedback was related to greater activity in the VLPFC, MPFC, and anterior insula than positive feedback, replicating previous findings on peer feedback and social rejection. Real-life habits of social media use did not correlate with brain responses to negative feedback.

Exploring the Relations Among Teachers' Epistemic Theories, Work Engagement, Burnout and the Contemporary Challenges of the Teacher Profession.

Current educational reforms concerning curricula and digitalization challenge educators to meet new demands for learning and schooling. What is common for current educational reforms is that they tend to emphasize competencies that are not related to the traditional subject-matters and reflect a stance which presents learning as a naturally reflective and collaborative act. It is often assumed that teachers are automatically ready to implement ideas of this kind in practice. In this study, we propose that teachers' theories about knowledge, knowing and learning, particularly their epistemic theories, may be related to how teachers approach these reforms which challenge their previous ways of working and how they perceive their wellbeing at work. To examine these matters, we explored the dynamic interrelations between teachers' epistemic theories, conformity with the novel curricular and digital reforms (ideas behind the new curriculum and digitalization program), perceptions of the school leadership, work engagement and burnout. Participants (Study 1 n = 228; Study 2 n = 200) were Finnish class teachers and subject-matter teachers. Both data sets were collected before the COVID-19 pandemic. For data analysis, we plotted correlation network figures. Results showed that if teachers' epistemic theory was in harmony with the curricular or digital reforms, there is a positive association with work engagement and negative association with burnout. In sum, results of this provided a hint of the phenomenon suggesting that teachers' epistemic theories may be a factor which buffers teachers to meet the current epistemic and developmental challenges of teachers' profession, and furthermore, serve as grounds for a positive association for teachers to feel adequate and satisfied in their work.

Intraindividual associations between active social media use, exhaustion, and bedtime vary according to age-A longitudinal study across adolescence.

INTRODUCTION: The majority of adolescents engage with others online, and using social media is one of their top activities. However, there is little longitudinal evidence addressing whether active social media use is associated with study-related emotional exhaustion or delayed bedtime at the individual level of development during adolescence. METHOD: A 6-year longitudinal survey study (N = 426, female, 65.7%) was conducted (2014-2019) in Finland when the participants were 13-19 years old. Utilizing a Random Intercept Cross-Lagged Panel Model, this study focused specifically on longitudinal within-person effects. RESULTS: No clear patterns between increased active social media use, increased emotional exhaustion, and delayed bedtime were found; however, the associations varied across the years of adolescence: active social media use and delayed bedtime were only associated in early adolescence; active social media use and emotional exhaustion were associated in both middle and late adolescence. CONCLUSIONS: Intraindividual relations between adolescents' reported active social media use, emotional exhaustion, and sleeping habits are small, inconsistent, and vary according to age. Therefore, future research should focus on additional longitudinal studies to examine the specific practices of social media use during the different developmental stages of at-risk individuals.

Study Burnout and Engagement During COVID-19 Among University Students: The Role of Demands, Resources, and Psychological Needs.

The COVID-19 pandemic forced most universities to switch from in-person to remote teaching from May 2020 to May 2021. This period covered three semesters of studies, and due to these changes students experienced fundamental changes in their learning. The present research was carried out 3 times during the pandemic (e.g., May 2020, December 2020, and April 2021) to investigate study engagement and burnout, and their associations with various demands, resources, and psychological needs among university students. Self-reports were collected from 1501, 1526, and 1685 university students in Helsinki. The results showed that study burnout increased across the time points, being the highest in April 2021, whereas study engagement was the lowest in December 2020. Further, at the beginning of the pandemic the explanatory power of study-related demands and resources on study burnout and engagement was stronger, whereas in April 2021 the role of psychological needs increased. These results inform strategies to promote students' engagement through distance-learning, mitigating negative effects of the situation.

School burnout trends and sociodemographic factors in Finland 2006-2019.

PURPOSE: To identify the changes of school burnout for Finnish adolescents in lower (grades 8-9) and upper secondary schools (grades 10-11) during years 2006-2019; and to examine the associations of personal-(gender, family socioeconomic, and immigrant status) and school-related (school level, urban-rural area) sociodemographic demands and resources in school burnout. METHODS: We used nationally representative data on 949,347 students in secondary school in Finland between 2006 and 2019. Generalized Linear Models were used to assess the effects of year, gender, school level, parental education, unemployment, immigrant status, and urban-rural area and the interactions of year, gender, and school level with each of the remaining sociodemographic variables on school burnout. RESULTS: School burnout increased among girls and slightly declined among boys. The increase intensified in girls and the decline in boys stagnated after 2011. The educational level of the parents had a constant protective impact over time, the gradient for boys slightly larger compared to girls. Urban areas contributed to the trend of increasing school burnout among girls but not among boys. Parental unemployment and immigration background were associated with the increasing trend of school burnout over time, although somewhat mitigated by parental education. CONCLUSION: The results showed the trends in school burnout are often gendered and appeared to worsen aligned with the school budget cuts after 2011. In addition to considering school burnout related to lower parental education and urbanization, it is important to support those students in families experiencing unemployment and/or immigration, especially when concurring with lower parental education.

The Satisfaction with Life Scale in Adolescent Samples: Measurement Invariance across 24 Countries and Regions, Age, and Gender.

Measurement of adolescent life satisfaction across cultures has not received much attention in previous empirical research. The present study evaluated measurement invariance of the Satisfaction with Life Scale (SWLS) among adolescents in 24 countries and regions (N = 22,710; age range = 13-19 years; 53% female). A single-factor model with residual covariance between a pair of items tapping past life satisfaction fitted well in 19 countries and regions and showed a partial metric invariance. In a subset of nine countries and regions, partial scalar invariance was supported. Partial metric invariance across all 24 countries and regions was achieved when custom model modifications in five countries and regions were included. Three SWLS items showed evidence of noninvariance across cultures. The measurement model was found to operate similarly across gender and age. Our findings suggest that caution is needed when using the SWLS for measuring life satisfaction among adolescents from different cultures. Supplementary Information: The online version contains supplementary material available at 10.1007/s11482-021-10024-w.

U.S. and Finnish high school science engagement during the COVID-19 pandemic.

When the COVID-19 pandemic struck, research teams in the United States and Finland were collaborating on a study to improve adolescent academic engagement in chemistry and physics and the impact remote teaching on academic, social, and emotional learning. The ongoing "Crafting Engaging Science Environments" (CESE) intervention afforded a rare data collection opportunity. In the United States, students were surveyed at the beginning of the school year and again in May, providing information for the same 751 students from before and during the pandemic. In Finland, 203 students were surveyed during remote learning. Findings from both countries during this period of remote learning revealed that students' academic engagement was positively correlated with participation in hands-on, project-based lessons. In Finland, results showed that situational engagement occurred in only 4.7% of sampled cases. In the United States, students show that academic engagement, primarily the aspect of challenge, was enhanced during remote learning. Engagement was in turn correlated with positive socioemotional constructs related to science learning. The study's findings emphasise the importance of finding ways to ensure equitable opportunities for students to participate in project-based activities when learning remotely.

Associations between adolescent students' multiple domain task value-cost profiles and STEM aspirations.

According to the modern expectancy-value theory, students' task values may differ across domains, manifesting as varying motivational patterns. In middle school, students' motivation becomes increasingly apparent and may direct their future occupational aspirations. Using a person-oriented approach, this study examines students' self-concept, and positive and negative task values (i.e., utility value, intrinsic value, and emotional cost) across Finnish language, math, biology, and physics, and the stability of the identified profiles. Further, the associations of the profiles with students' subsequent academic achievement and math and natural science, technology, engineering, and mathematics (STEM)/health science STEM aspirations, and gendered effects were examined. Longitudinal data was collected through Grades 7 to 9 in 21 middle schools in Helsinki, Finland (N = 1,309, N = 1,179, N = 818, respectively; age 13-15 years; 55.9% female). Latent profile analysis (LPA) identified four task value profiles in Grades 7 and 8: Low motivation high cost STEM (13%/13%) showed low task values with high cost, especially in math and physics; High motivation low cost STEM (7%/8%) showed the highest task values with the lowest cost, especially in math and physics; High motivation high cost (18%/17%) showed high task values and cost across domains; and Moderate motivation and cost (62%/62%) showed moderate task values and cost across domains. The latent transition analysis identified Moderate motivation and cost as the most stable profile across 2 years. In comparison to the other profiles, students with a Low motivation high cost STEM profile were less likely to have STEM aspirations in Grade 9. These results suggests that majority of middle school students are highly to moderately motivated in various domains, however, some students simultaneously experience high cost. It may reflect the increasingly difficult courses and study demands in middle school.