scholarly journals Predictors of Creativity in Young People: Using Frequentist and Bayesian Approaches in Estimating the Importance of Individual and Contextual Factors

2019 ◽  
Author(s):  
Sarah Asquith ◽  
Xu Wang ◽  
Daniel S Quintana ◽  
Anna Abraham

The development of creativity in young children has been studied extensively, but relatively few studies have examined the period of adolescence and emerging adulthood in relation to creative potential. The present study employs a combination of frequentist and Bayesian analyses to evaluate the impact of individual factors (e.g., IQ) and contextual factors (e.g., pursuit of creative hobbies) on creative ideation in three cohorts of young people aged 14-20 years. Measures of divergent thinking, specifically the Alternate Uses Task (AUT) and the Overcoming Knowledge Constraints Task, were used to this end. Openness to aesthetic and imaginative experience was the strongest predictor of creative potential for the three AUT measures. Moreover, Bayesian hypothesis testing revealed that the best predictive model for AUT ideational fluency and AUT overall originality was one that included only Openness, whereas the best predictive model for AUT peak originality, or the propensity to generate highly original responses, included Openness, as well as IQ and Engagement in Creative Hobbies. No group differences in creative potential were found between the three age cohorts (aged 14-15, 16-17, and 18-20). The study not only confirms the importance of openness to aesthetic and imaginative experience as a predictor of creative potential in adolescents and young adults, but also indicates the necessity to consider the combined and differentiated impact of individual and contextual factors in different facets of creative ideation.

2019 ◽  
Vol 16 (5) ◽  
pp. 70-84
Author(s):  
A. V. Topilin ◽  
O. D. Vorob’eva ◽  
A. S. Maksimova

Purpose of the research. To examine the dynamics of reproduction of labor potential and labor supply in Russia for the period up to 2035, depending on the impact factors of its reproduction: generation change (changes in the proportion of cohort, entering and leaving at the age composition of the labor potential), fertility and mortality rates, migration balance in the individual age cohorts.  Materials and methods. The concept of “replacement of generations” is introduced. The coefficient of replacement of generations is developed and its value for labor potential of Russia for the period up to 2035 is calculated. The influence of factors of natural population movement on the dynamics of labor potential is analyzed. The compensating role of the migration factor in the conditions of labor potential reduction is calculated. Russian regions were grouped according to the following criteria: the direction and intensity of changes in the working-age population in 2020–2035 and the proportion of young people aged 0–15 years.  Results.  – There will be the reduction and aging of labor potential during the second stage of depopulation due to demographic factors.  – The decline in the working-age population in the second wave of depopulation is expected to be smaller than in the first wave.  – In Russia there will be a decrease in the replacement of generations in the contingent of people of the working age.  – The growth of Total Fertility Rate (TFR) in the forecast period should not be expected, because until 2030 a gradual decrease in the number of women of reproductive age is expected.  – The deepest failure in the population of the working age will be in 2020–2025 accounting for 1.7 million people according to the average variant of the forecast.  – In the forecast period, the labor force in the most productive age of 25–39 years will decrease by 10.5 million people, and the employment rate will decrease from 65.5% to 63.5%.  – Regional features of the formation of demand and supply of labor force in Russia cause the allocation of six homogeneous groups of regions.  – In order to compensate for the losses, it is necessary to increase the migration gain in the average version of ROSSTAT forecast by 2–2.5 times.  Conclusion. To meet the needs of the economy in the labor force in the forecast period, it is necessary to solve two interrelated tasks: compensation for the reduction of labor potential and ensuring the quality of labor potential necessary for the introduction of new technologies and digitalization of the economy. The unfavorable situation with the formation of labor resources is exacerbated by regional imbalances in the distribution of labor potential and differences in its quality across the country. In the future, migration is once again the only source of replenishment of labor potential and replacement of generations, despite the risks of quality losses due to the emigration of highly qualified persons and young people. It is necessary to take measures to increase the compensatory role of migration in the next five – six years. At the same time, migration policy measures should be considered in close conjunction with other measures to stimulate fertility and reduce mortality, ensuring a positive impact on the components of the population growth.  


2022 ◽  
Vol 19 ◽  
pp. 94-106
Author(s):  
Urszula Kobylińska

Purpose: The article analyses the influence of personal and contextual variables on entrepreneurial intentions of students from Poland. The article presents a structural model that has been developed from a set of student perceptions. Chosen variables included in the model allows explaining and managing the formation of the intention in the context of higher education. This study provides answers to the following questions: What role and which personal variables do play importance in the formation of entrepreneurship intention in the case of young people? Which and how contextual variables are important to enhance personal variables for entrepreneurial intentions? Methodology: The research was carried out by using critical literature analysis as well as statistical research. In carrying out this work, a causal quantitative methodology (structural equation modeling) was applied using the Amos program. Factor analysis has also been used in a descriptive methodological context. The empirical research was conducted in first quarter of 2020. Findings: Research conducted on a sample of over 330 Polish students has shown that not all personal factors are statistically significant in assessing the entrepreneurial intentions of young people. As the results show, subjective norms do not play a significant role in the intention to take up self-employment. External (contextual) factors related to the broadly understood environment supporting the future entrepreneur play an important role, but much less clear than the factors at the individual level and generally indirectly influence entrepreneurial intentions, strengthening the entrepreneur's personal factors. Practical Implications: The results suppose a theoretical and practical contribution to the promotion of entrepreneur intentions of university students inside and outside the educational context. Entrepreneurship promotion programmes run by universities must focus on developing the attitude of the potential entrepreneurs, conveying the message that, despite all the obstacles that exist when launching a business, the entrepreneurship route can be an interesting alternative. Originality/Value: In the study, the personal and contextual factors influencing the entrepreneurial intentions of students were taken into account. The causal model generated on a sample of 332 Polish respondents shows the importance of individual factors on entrepreneurial intentions and the impact of contextual constructs on personal factors. Contextual variables (i.e. education, public policy, supporting entrepreneurial environments) were found to have a positive impact on personal variables as well as entrepreneurial intentions.


2012 ◽  
Vol 222 ◽  
pp. R38-R51 ◽  
Author(s):  
Kathryn Duckworth ◽  
Ingrid Schoon

Drawing on nationally representative data collected for two age cohorts in the UK, this paper a) assesses the effect of multiple independent socioeconomic risk factors in shaping the transition from school to work; and b) identifies potential protective factors enabling young people to beat the odds. By comparing experiences and findings across two cohorts we assess the generalisability of findings across contexts, i.e. the 2008 and 1980s recessions. The results show that some young people exposed to even severe socioeconomic risks avoid being NEET (not in education, employment or training). Factors that appear to reduce the cumulative risk effect in both cohorts include prior attainment, educational aspirations and school engagement, as well as the social mix of the school environment.


Crisis ◽  
2018 ◽  
Vol 39 (1) ◽  
pp. 27-36 ◽  
Author(s):  
Kuan-Ying Lee ◽  
Chung-Yi Li ◽  
Kun-Chia Chang ◽  
Tsung-Hsueh Lu ◽  
Ying-Yeh Chen

Abstract. Background: We investigated the age at exposure to parental suicide and the risk of subsequent suicide completion in young people. The impact of parental and offspring sex was also examined. Method: Using a cohort study design, we linked Taiwan's Birth Registry (1978–1997) with Taiwan's Death Registry (1985–2009) and identified 40,249 children who had experienced maternal suicide (n = 14,431), paternal suicide (n = 26,887), or the suicide of both parents (n = 281). Each exposed child was matched to 10 children of the same sex and birth year whose parents were still alive. This yielded a total of 398,081 children for our non-exposed cohort. A Cox proportional hazards model was used to compare the suicide risk of the exposed and non-exposed groups. Results: Compared with the non-exposed group, offspring who were exposed to parental suicide were 3.91 times (95% confidence interval [CI] = 3.10–4.92 more likely to die by suicide after adjusting for baseline characteristics. The risk of suicide seemed to be lower in older male offspring (HR = 3.94, 95% CI = 2.57–6.06), but higher in older female offspring (HR = 5.30, 95% CI = 3.05–9.22). Stratified analyses based on parental sex revealed similar patterns as the combined analysis. Limitations: As only register-­based data were used, we were not able to explore the impact of variables not contained in the data set, such as the role of mental illness. Conclusion: Our findings suggest a prominent elevation in the risk of suicide among offspring who lost their parents to suicide. The risk elevation differed according to the sex of the afflicted offspring as well as to their age at exposure.


GIS Business ◽  
2019 ◽  
Vol 14 (4) ◽  
pp. 122-129
Author(s):  
Monika Bansal ◽  
Sh. Lbs Arya Mahila

Youth Mentoring is the process of matching mentors with young people who need or want a caring responsible adult in their lives. It is defined as an on-going relationship between a caring adult and a young person which is required for self-development, professional growth and carrier development of the mentee and mentors both and all this must be placed within a specific institution context. The purpose of this article is to quantitatively review the three major areas of mentoring research (youth, academic, and workplace) to determine the overall effect size associated with mentoring outcomes for students.


2020 ◽  
Vol 3 (1) ◽  
pp. 130-135
Author(s):  
Mukhiddin Tursunmuratov ◽  

This article provides a detailed description and explanation of the term "popular culture". It also analyzes a number of aspects of "popular culture" that are becoming more widespread today, their role and influence in the formation of the minds and behavior of young people, and draws the necessary conclusions. Most importantly, it also describes ways to protect young people from threats in the form of "popular culture" that negatively affect their morale.


2020 ◽  
Author(s):  
Liat Levita ◽  
Jilly Gibson Miller ◽  
Todd K. Hartman ◽  
Jamie Murphy ◽  
Mark Shevlin ◽  
...  

COVID-19 has led to an unprecedented disruption of normal social relationships and activities, which are so important during the teen years and young adulthood, and to education and economic activity worldwide. The impact of this on young people’s mental health and future prospects may affect their need for support and services, and the speed of the nation’s social recovery afterwards. This study focused on the unique challenges facing young people at different points during adolescent development, which spans from the onset of puberty until the mid-twenties. Although this is an immensely challenging time and there is a potential risk for long term trauma, adolescence can be a period of opportunity, where the teenagers’ brain enjoys greater capacity for change. Hence, the focus on young people is key for designing age-specific interventions and public policies, which can offer new strategies for instilling resilience, emotional regulation, and self-control. In fact, adolescents might be assisted to not only cope, but excel, in spite of the challenges imposed by this pandemic. Our work will feed into the larger societal response that utilizes the discoveries about adolescence in the way we raise, teach, and treat young people during this time of crisis. Wave 1 data has already been collected from 2,002 young people aged 13-24, measuring their mental health (anxiety, depression, trauma), family functioning, social networks, and resilience, and social risk-taking at the time of the pandemic. Here we present a preliminary report of our findings, (Report 1). Data collected 21/4/20- 29/4/20 - a month after the lockdown started).


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