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Is science capital related to positive education, employment, and health outcomes at age 21?

By l.archer, on 26 April 2024

By Emily Ashford, Jennifer DeWitt and Louise Archer 

 The ASPIRES research study is a longitudinal project studying young people’s science and career aspirations from age 10-22. The study has been ongoing since 2009.   

Young people’s participation in STEM (Science, Technology, Engineering, and Mathematics) is beneficial for many reasons, including developing critical thinking skills for active citizenship and future career opportunities. Increasing and diversifying participation in STEM is also a pressing issue for many policy makers who recognise the various societal and economic implications associated with this aim, including: global economic competitiveness; workforce development, addressing gender and diversity gaps; and navigating environmental and health challenges (to name but a few).  

Science capital

In this article, we use the term ‘science capital’ to refer to a young person’s knowledge and understanding about science and how it works, their science-related interest, attitudes, activities outside of school, and social contacts (e.g., knowing someone who works in a science-related profession). We use an index measure of science capital that has been previously developed, published and reported on, which consists of a set of questions related to key areas of science capital (e.g. science-related attitudes, activities, social contacts) that are used to produce a ‘science capital score’ for each individual. 

Previous analyses have shown that young people who record ‘high’ levels of science capital are significantly more likely to pursue science at A Level and degree level. In this article, we consider the question: does science capital have a positive relationship with an individual’s wider outcomes, outside of their participation in STEM qualifications? We look at outcomes such as active citizenship, feeling prepared for work by school, being in good health and job satisfaction. 

The ASPIRES project

The ASPIRES study tracked a cohort of young people who were born in 1998-1999 from age 10-22. The first phase followed the young people from age 10 to 14, the second phase tracked up to age 19, and the third phase followed the young people as they move into adulthood and employment, from age 20 to 23.  

The study uses quantitative, large-scale surveys (and has surveyed c. 47,000 young people to date) and qualitative data, comprising over 750 interviews conducted over time with a subset of 50 young people and their parents/ carers.  

Using the science capital index scoring system, we divided the participants into three science capital groupings representing low, medium, and high science capital scores. We then looked at whether individual outcomes such as active citizenship, positive outlook, good health, and higher life and job satisfaction at age 21 were associated with particular levels of science capital, before investigating whether outcomes were still related once we accounted for gender, ethnicity, income, and cultural capital (which was measured by their parents’ attendance at university).  

Findings

When we looked at the relationship between science capital and the outcomes individually, we found that having a high level of science capital was related to:  

  • Active citizenship 
  • Positive future outlook 
  • Feeling that school prepared them well for their future 
  • Good health 
  • Higher life satisfaction
  • Higher job satisfaction 
  • Higher income  
  • Higher likelihood of being in education or training at age 21.   

Next, we were interested as to whether science capital could just be an alternative measure of privilege. We also wanted to see how closely related science capital was to some of these outcomes above (the ones with closer relationships to begin with), in the presence of other factors. Therefore, we created statistical models to account for measures that might play a part in the relationship, i.e., gender, ethnicity, cultural capital, and income.   

Our results showed that, even when accounting for other factors: 

  • Higher levels of science capital were strongly related to active citizenship.
  • A significant association was found between high science capital and positive future outlook. Likewise, a significant association was found between science capital and higher job satisfaction, even when income was accounted for
  • Science capital was the factor most strongly related to good health (income was the only other variable that was related at all).  
  • Science capital was significantly related to being in work, education, or training at age 21, as was having at least one parent who attended university
  • Finally, science capital was the only measure that was significantly associated with how well young people felt that their education prepared them well for the future. Particularly,  having low science capital decreased the likelihood of a young person feeling that school prepared them well, even when accounting for other factors.  

Conclusion 

In our study, high science capital was closely related to a range of positive outcomes at age 21 including active citizenship, positive future outlook, higher job satisfaction, good health, and feeling as though school had prepared them well for their future. Many of these relationships remained significant once we added in factors such as gender, ethnicity, cultural capital, and income. Interestingly, a strong relationship was found between feeling that school prepared them well for their future at age 21 and having a high level of science capital.  

It’s worth emphasising that we endeavoured to capture science capital independent of cultural capital, and it seems unlikely that science capital was simply another measure of privilege in our research, as science capital was much more closely and consistently related to a range of positive outcomes than cultural capital.  

It is well acknowledged that children should have opportunities to engage with and succeed in science education, but it is important for policymakers to consider the power of science capital on outcomes aside from academic involvement in STEM. Addressing and supporting science capital may provide policy makers with another useful approach for working towards reducing educational inequalities.  

Why do some young people pursue chemistry degrees while others do not?

By ASPIRES Research, on 19 October 2022

This blog is based on findings published in Journal of Research in Science Teaching.

Throughout primary and secondary school, Preeti, a British South Asian young woman, consistently named chemistry as her favourite subject. She took the subject at A level, experienced good quality teaching and obtained top grades. She had positive attitudes to the subject and recognised its value – yet Preeti never considered pursuing chemistry at degree level – why not?

In recent years chemistry degree enrolments have been declining in England, despite increases in A Level chemistry enrolment1. Researchers from the ASPIRES 3 study analysed interviews and survey responses from over 520 young people who took A Level chemistry and either did, or did not, go on to study chemistry in higher education. The findings revealed how chemistry degree subject choices were highly relational – shaped not only by young people’s attitudes towards and experiences of chemistry, but also how it related to other options.

Young person pouring chemical into a measuring cylinder in a fume cupboard

Young person during a practical chemistry lesson.

The latest round of ASPIRES data was collected when our cohort was aged 20-22. In order to understand the factors shaping young people’s chemistry degree choices, researchers analysed open-ended survey responses from 506 young people aged 21-22 and 185 longitudinal interviews conducted with 18 young people (and their parents) who were tracked from age 10-22, all of whom had taken A level chemistry.

Of the 524 chemistry A Level students in the sample, just 83 (or 16%) went on to study for degrees in chemistry or chemistry-related degrees2.

One key finding was that degree subject choices are highly relational – that is, choosing a chemistry degree, or not, was not only based on young people’s views or experiences of chemistry but was formulated in relation to other options. This relational interpretation helped explain why even students with positive views and experiences of chemistry did not choose the subject at degree level.

A number of factors were identified as influencing young people’s degree choices including their experiences of school chemistry, feeling ‘(not) clever enough’ to continue with the subject, perceptions of chemistry jobs, associations of chemistry with masculinity, encouragement from others and experiences of chemistry outreach. Across all of these factors, social inequalities within and beyond chemistry affected the extent to which young people felt that a chemistry degree might be ‘for me’, producing unequal patterns of participation. For instance, common associations of chemistry with masculinity and cleverness put some young people off from continuing with the subject3. This was particularly apparent for young women, irrespective of their actual attainment.

The women who did pursue chemistry spoke about having to find ways to negotiate their own femininity in the masculine world of chemistry. Some young people also described how, despite enjoying chemistry, they had found a deeper, more meaningful connection with another subject, particularly where they had related resources (capital).

Professor Archer explained, “young people’s subject choice is a relational phenomenon. Their views on chemistry do not exist in silo but are shaped in relation to other options”.

The paper makes several suggestions to better support chemistry degree uptake. Some of these suggestions include supporting teachers and initiatives to help young people find and experience personal connections with chemistry and to build chemistry-related capital by offering encouragement, information on career routes, and access to high quality chemistry work experience and outreach.

The full paper can be accessed online.

Further reading

Archer, L., Francis, B., Moote, J., Watson, E., Henderson, M., Holmegaard, H., & MacLeod, E. (2022). Reasons for not/choosing chemistry: Why advanced level chemistry students in England do/not pursue chemistry undergraduate degrees. Journal of Research in Science Teaching, 1– 36. doi: 10.1002/tea.21822

  1. Chemistry participation figure are based on participation figures from Higher Education Statistics Agency (HESA) and Join Council for Qualifications (JCQ).
  2. In this case, chemistry degrees include chemistry, chemical engineering, and biochemistry.
  3. Archer, L., Moote, J., MacLeod, E., Francis, B., & DeWitt, J. (2020). ASPIRES 2: Young people’s science and career aspirations, age 10-19. London: UCL Institute of Education.

Science vs. STEM: How does ‘science capital’ relate to young people’s STEM aspirations?

By ASPIRES Research, on 15 January 2021

Science capital is a conceptual tool used to understand patterns in science participation. It was first developed by Professor Louise Archer and colleagues as an extension of the sociologist Pierre Bourdieu’s predominantly arts-based notions of social and cultural capital. It describes the science-related knowledge, attitudes, experiences, and resources that an individual might possess.

Measuring science capital brings about challenges as it is not a single, unitary construct or factor. It’s a complex concept and the value of science capital is not fixed, but is rather determined by context, or what is often referred to as the ‘field’. Our research team have been extensively trying to research and refine the concept of science capital over the years – more information on this can be found in our recent publications.

While we have often used the terminology of ‘high’ and ‘low’ levels of science capital, as we explain in our recent ASPIRES 2 report we use the terms with extreme caution. They are provisional, accessible terms used to denote the extent to which a young person’s capital is recognised and valued, or not, within a given context, while also recognising that important nuance is lost in translation and that the terms can unhelpfully reify and lend to unintended deficit interpretations of capital. In this respect ‘high’ science capital refers to dominantly recognised forms of capital.

Science capital hold-all containing factors attributed to science capital with 'science' crossed through and replaced with 'STEM'During the second phase of the ASPIRES research project, in which we investigated the aspirations and experiences of 14-19 year olds, our analyses revealed the socially patterned distribution of science capital. For instance, we collected survey data from approximately 7,000 students aged 17/18 from 265 schools and colleges in England, asking them a range of questions about their views and experiences of science, technology, engineering and mathematics (STEM), and their wider interests, aspirations and attitudes. The sample was comparable to national distribution of schools by region, school type and attainment. As Dr Julie Moote, who led the quantitative side of the research, explains: “When we compared this data to our earlier surveys of the cohort, we found that although the percentage of students with ‘high’ science capital remained similar compared with previous stages of the study, the percentage of students with ’low’ science capital increased”.

We found a correlation between ‘high’ science capital and ‘high’ cultural capital, but this seems to weaken as students move through school. In particular, science capital was related to A level science enrolment, with over 81% of students with ‘high’ science capital taking at least one A Level science, whereas only 7% of low science capital students were studying at least one science A Level. This suggests that students with ‘high’ science capital are more likely to engage in and aspire to formal science learning beyond compulsory science.

The analysis also revealed that students with ‘high’ science capital were more likely to want to study science at university. There were also subject differences in students’ aspirations, with nearly 11% of ‘high’ science capital students hoping to study physics at university, compared with just 2.6% of the entire sample. Compared to students with ‘low’ and ‘medium’ science capital, individuals with ‘high’ science capital were 6 times more likely to want to study physics at university. Likewise, students with ‘high’ levels of science capital were 2.5 times more likely to want to study chemistry at university.

It’s not just STEM aspirations which are linked to science capital. Students with higher science capital also had more positive attitudes towards technology, engineering and mathematics. has shown a strong correlation between ‘high’ science capital and individuals having a science identity, science aspirations and enjoyment of science.

We found that students with ‘high’ science capital were also more likely to have positive attitudes in general towards science, engineering, maths and technology, with the relationship being strongest for science, but also notably strong for engineering.

We conclude that the concept of science capital can help explain an individual’s likelihood of aspiring to take STEM qualifications and pursue STEM career paths – although as our wider research underlines, it is one factor among many that shape young people’s trajectories. Currently, we are undertaking a third stage of the ASPIRES research, which involves developing a new set of STEM capital items for measuring STEM capital in young adults (age 20-23). We look forward to sharing our results from this part of the study in the future.

To be the first to hear about new research from the ASPIRES team and other projects in the STEM Participation & Social Justice Group, follow us online (@ASPIRESscience, @_ScienceCapital) and sign up to our newsletter.

This blog summarises the findings from two ASPIRES publications: Who has high Science Capital? An exploration of emerging patterns of Science Capital among students aged 17/18 in England (Moote et. al., 2019) and Science capital or STEM capital? Exploring relationships between Science Capital and technology, engineering, and maths aspirations and attitudes among young people aged 17/18 (Moote et. al., 2020).

A number of science capital resources were developed during the Enterprising Science project based at King’s College London.

SchoolsWeek: Why do students value science but not want to be scientists?

By ASPIRES Research, on 3 August 2020

This article was originally published by SchoolsWeek.

With recruitment shortages and issues of representation still dogging the STEM professions, Louise Archer looks at the interventions most likely to have an impact.

Students say they learn interesting things in science and think that scientists do valuable work, but very few want to pursue careers in science or engineering.

Over the past ten years, the mixed-methods ASPIRES study at UCL has been investigating science and career aspirations, following a cohort of young people from age 10 to 19. The study is informed by more than 650 interviews with students and their parents, and more than 40,000 surveys with young people.

Our research has revealed that these aspirations are relatively stable over time. That is, similar percentages of students we surveyed at age 10-11 who said they would like to be engineers or scientists would still like to be engineers or scientists by age 17 or 18. We also found a considerable gap between interest and aspiration – while 73 per cent of young people at age 10 and 11 and 86 per cent of those aged 17 and 18 agreed that they learn interesting things in science, only 16 per cent of 10 to 11-year-olds (and 12 per cent of 17 to 18-year-olds) aspired to a career in a related field.

In recent years, we’ve been able to identify several key factors that shape young people’s science identities and aspirations. The factors are complex and multiple and can be grouped into three key areas – capital-related inequalities; educational factors and practices; and dominant educational and social representations of science.

Capital-related inequalities include the impact that “science capital” has on the extent to which a young person experiences science as being “for me” or not. Science capital can be thought of as a conceptual holdall that encompasses all of a person’s science-related knowledge, attitudes, interests, participation outside of school and science-related social contacts and networks.

Evidence shows that the more science capital a young person has, the more likely they are to aspire to and continue with science post-16 and the greater the likelihood that they will identify as a “science person”.

Teachers, careers education and school gatekeeping practices also have a big impact on young people’s science identity and trajectories. For example, restrictive entry to the most prestigious routes such as “triple science” at GCSE means that even many interested young people can find it difficult to continue with science.

And when it comes to educational and social representations, associations of science with “cleverness” and masculinity have also been found to restrict and narrow the likelihood of a young person identifying and continuing with science post-16. These stereotypes impact particularly negatively on female students, students from lower income backgrounds and some minority ethnic communities. While they impact on all the sciences, they are a particular issue in physics.

Based on the study’s findings, we have a number of recommendations for changes to education policy and practice. For instance, rather than just inspiring and informing, interventions can be more effective when they are longer term and focus on building science capital. In particular, changing everyday science teaching practice has a far greater positive impact on young people’s engagement with science compared with trying to change young people’s minds about science. Interested teachers and schools can access free resources, including the science capital teaching approach, by contacting us at the addresses below.

Our work is ongoing, but we already have a wide range of articles and resources to share. If you’d like to download any of the ASPIRES reports, or find out more about our research, please get in touch with us or head to our website.

Are the white working-class an underrepresented group in science?

By qtnvacl, on 27 April 2017

By Lucy Yeomans, Doctoral Researcher on the ASPIRES 2 Project

Campaigns to improve diversity in science have often focussed on gender, with the lack of women participating in Physics being an ongoing concern within science education policy and practice. The work of ASPIRES has certainly made contributions to these debates, but also advocates a more intersectional approach to understand gendered, classed and racialised inequalities in science fields. Prior attainment has often been raised as the most reliable determinant of future science participation, however even when attainment has been taken into account students from lower socioeconomic backgrounds are less likely to pursue science pathways than their peers. The government’s recent concerns regarding white working-class underachievement in education as a whole begs the questions: are the white working-class an underrepresented group in science? If so, how can we make sense of why this might be? Is it because, as has been suggested in policy discourse, they suffer from a deficit of aspiration? Do they simply lack the academic attainment to enable their future success in science?

As a doctoral student working on the ASPIRES project my research aims to explore the sociocultural factors which may influence white working-class students’ future science participation. I am currently in the third year of my study, and having confirmed that white working-class students are indeed underrepresented in post-compulsory science fields, I have drawn on the ASPIRES longitudinal interview and survey data to investigate whether white working-class students are less likely to conceive science as being ‘for me’ and whether this is a consistent construct or something that changes over time.

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As in the wider ASPIRES project, my analysis so far has led me to reject the ‘deficit aspiration’ discourse and move beyond the rationale of prior attainment as the sole important determinant of future science participation. I am currently exploring white working-class participants’ (now aged 18) histories of engagement in science outside of school both to determine their levels of ‘science capital’ and to see how they differ, or correspond, with students from different sociocultural backgrounds, including looking for differences in gender. The next step will be to look at participants’ aspirations in science and how they may change when students leave primary school and progress through secondary school.

Access to participants’ interviews dating from their final year of primary school through to their final year of compulsory education has provided unparalleled insight into the evolving values and dispositions of these white working-class students as they navigate various changes in themselves and their environments. Through this research I expect to provide some improved understanding of how the changes, and the differential strategies used by students of different sociocultural backgrounds to manage these changes, inform white working-class students’ non-choice of science. Widened access to higher level science subjects is important for citizens operating in an increasingly sophisticated technological world, while a diverse scientific workforce is important for economic prosperity and for reasons of social justice. I hope that my research will provide some useful and important new insights for policy and practice.

Lucy Yeomans, Doctoral Researcher on the ASPIRES 2 Project


 

(Why) is femininity excluded from science?

By IOE Blog Editor, on 18 November 2016

— Emily MacLeod

The lack of gender diversity within science is well documented and well researched. Many have attempted to pinpoint the reasons for the lack of women participating in science, and/or generate methods to solve the sector’s lack of diversity. However, whilst there remains a great deal of focus on the subject of Women in Science, discussion is lacking when it comes to the role femininity plays within this.

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ASPIRES Book now out!

By IOE Blog Editor, on 10 October 2016

Our new book, based on the findings of the first phase of our project (ASPIRES), is now out. Understanding Young People’s Science Aspirations  is by ASPIRES and ASPIRES 2 Director Professor Louise Archer, and ASPIRES Research Associate (now ASPIRES 2 co-investigator) Dr. Jennifer DeWitt. The book offers new evidence and understanding about how young people develop their aspirations for education, learning and, ultimately, careers in science. Integrating findings from ASPIRES with a wide ranging review of existing international literature, it brings a distinctive sociological analytic lens to the field of science education.

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Who says you need a ‘boy brain’ to do Physics?

By IOE Blog Editor, on 6 September 2016

— Emily MacLeod

Despite many attempts to raise awareness of, and widen participation in, STEM subjects the lack of diversity in the field of Physics is a continuing concern for science educators and policy makers. Research shows that this may be due to multiple factors including the influence of teachers[i] and the prevailing view that Physics is seen by many as ‘for boys’[ii].

From our recent survey of 13,421 Year 11 students it is clear that female exclusion from Physics is a real trend; only 35% of the students interviewed intending to take Physics A level were female (in our relatively ‘science-focussed’ sample). Nationally, this percentage drops by over ten per cent.

In addition to surveying students, for our 10-year study into the science and career aspirations of young people we have conducted four rounds of interviews with a smaller cohort of students. In 2015 we conducted interviews with 70 of the students, now in Year 11 (age 15/16), and 62 of their parents, in which we asked about the under-representation of women in Physics in order to analyse whether, and why, people think that ‘Physics is for boys’.

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Book Launch: Science Education, Career Aspirations and Minority Ethnic Students

By IOE Blog Editor, on 26 August 2016

Billy-Wong-Book-300x225

Last month we attended the book launch of our former colleague Dr. Billy Wong, who was a Research Associate on the first phase of our study. Billy now lectures in Education Studies at the University of Roehampton and has published in science education and sociology of education journals.

Billy-Wong-Book2-169x300

His book, Science Education, Career Aspirations and Minority Ethnic Students, builds on his work on both the ASPIRES and Enterprising Science projects at King’s College London by exploring the science career aspirations of minority ethnic students. It investigates the views, experiences and identities of British Black Caribbean, Bangladeshi, Chinese, Indian and Pakistani youths in relation to science.

Order Billy’s book here.

Follow Billy on twitter.

ASPIRES 2 responds to inquiry on science communication

By IOE Blog Editor, on 14 June 2016

— Emily MacLeod

In May, ASPIRES 2 researchers Professor Louise Archer and Dr. Julie Moote submitted evidence to the House of Commons Science and Technology Committee’s inquiry into science communication. The purpose of the inquiry was to investigate how the Government, scientists, the media and others encourage and facilitate public awareness of, and engagement in, science. Following the submission Professor Louise Archer gave oral evidence to the Committee at the Natural History Museum on 14th June.

The evidence submitted used findings from ASPIRES 2’s national survey of over 13,000 15-16 year olds, and focussed on the science communication strategies being taken to encourage young people to study STEM subjects post-16 and to encourage those young people into STEM careers. We recommended that science communication efforts must work to diversify the image of ‘who does science’, and showcase science qualifications and skills as useful for a wide variety of careers.

Louise-at-sci-comm-inquiry-300x174

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