Carmen Lim

Carmen Lim

Carmen Lim

I joined Cambridge University Press and Assessment as a Research Officer in the Educational Measurement strand. I am interested in using data and statistical methods to explore and explain various issues, including evaluating the impact of programmes on students’ educational outcomes and beyond.

Prior to joining the organisation, I spent two years in the energy sector doing data analytics and consulting with wide-ranging clients such as policymakers, power plant developers and investors. My educational background is in Economics with a specialised interest in using econometrics to address social issues. During my postgraduate studies at the University of Cambridge, I analysed the impact of shortfalls in family income on Malawian children’s school and health outcomes. I’ve also conducted research examining how immigrants’ English proficiency affects their assimilation into the host country.

Outside of work, I enjoy yoga, cooking, baking, hiking and trying new experiences, such as learning salsa dancing.

Publications

2026

Mode effects in digital versus paper-based exams and their relationship with item characteristics

Lim, C. H. J., Vidal Rodeiro, C. L., & Gill, T. (2026). Mode effects in digital versus paper-based exams and their relationship with item characteristics. Research Matters: A Cambridge University Press & Assessment publication, 41, 52–71. https://doi.org/10.17863/CAM.127732

Digital exams, which are becoming increasingly common, are sometimes offered alongside traditional paper-based assessments. Exam boards may adopt several approaches to implement a digital exam, including transferring paper-based assessments to an on-screen format. Regardless of the taken approach, it is essential to maintain comparability across assessment modes for fairness.

This article examines, using Differential Item Functioning (DIF) analysis, whether 795 items from 31 exam components (in a range of qualifications and subjects) show an assessment mode effect. These exams were delivered via the Cambridge University Press & Assessment Digital Mocks Service and were based on previous live exam papers (that is, digital and paper-based exams asked candidates the same questions). All items were also coded using an item characteristics framework to investigate whether items with certain characteristics (e.g., heavy reading demand) were more likely to exhibit DIF.

About one in five items showed DIF. While the presence of DIF does not necessarily imply that a mode effect exists, it does indicate that the item is not functioning as expected. Furthermore, our findings suggest that DIF was unlikely to be systematically associated with particular item characteristics. There were two exceptions. Firstly, DIF was more common among items requiring numeric or mathematical entry as their answer than among items with other characteristics – with more items being harder on paper. Secondly, items requiring text entry as their answer also had disproportionate numbers of DIF items being harder on paper.

Gaming and social media browsing: Evidence of links to wellbeing among girls and boys based on data from PISA 2022

Lim, C. H. J., & Kreijkes, P. (2026). Gaming and social media browsing: Evidence of links to wellbeing among girls and boys based on data from PISA 2022. Research Matters: A Cambridge University Press & Assessment publication, 41, 9–31. https://doi.org/10.17863/CAM.127730

Using data from the Programme for International Student Assessment (PISA) 2022, this article examines how time spent browsing social media and gaming relates to seven aspects of adolescent wellbeing: school belonging, body image, general wellbeing, feeling of safety, life satisfaction, psychosomatic symptoms, and stress resilience. Descriptive statistics and regression modelling were used to examine these associations. To evaluate their practical significance, we also calculated relative risks and compared the correlation coefficients with those between being bullied and wellbeing. Firstly, we found that psychosomatic symptoms, such as anxiety, sleep difficulties, and headaches, showed a consistently negative association with time spent browsing social media, even after controlling for student background characteristics. The strength of this correlation was equivalent to 63 per cent of that between bullying and psychosomatic symptoms among girls and 48 per cent among boys. Adolescents who browsed for more than three hours daily were about 50 per cent more likely to fall within the top quartile experiencing psychosomatic symptoms compared to same-gender peers who browsed less. Negative associations were observed with time spent gaming, though to a lesser extent. Secondly, browsing social media for more than three hours a day increased the likelihood of scoring in the lowest quartile for body image, wellbeing, and life satisfaction by about 20 per cent for girls, but not for boys. Lastly, while some positive links were found between social media browsing and sense of school belonging, these instances were rare, and their strength was outweighed by the negative associations with other wellbeing aspects.

2025

Assessment mode effects and their relationship with item characteristics

Vidal Rodeiro, C.L., & Lim, C.H.J. (2025, November 5–8). Assessment mode effects and their relationship with item characteristics [Paper presentation]. Annual conference of the Association for Educational Assessment – Europe (AEA-Europe), The Hague, Netherlands. https://2025.aea-europe.net/

Highlights from research on the progression of Key Stage 4 and 5 cohorts impacted by the COVID-19 pandemic

Vidal Rodeiro, C. L., & Lim, C. H. J. ( (2025). Highlights from research on the progression of Key Stage 4 and 5 cohorts impacted by the COVID-19 pandemic. Research Matters: A Cambridge University Press & Assessment publication, 40, 50-71. https://doi.org/10.17863/CAM.121936

The Research Division at Cambridge University Press & Assessment has an ongoing programme of research that tracks the Key Stage 4 and Key Stage 5 cohorts of students impacted by the COVID-19 pandemic. The findings from this work can help inform us regarding whether these students were negatively affected by the pandemic and whether they might require any further support while in education.

In this article, we present a summary of findings from research conducted to date using data from the June 2020 student cohorts, drawn from the National Pupil Database, a longitudinal dataset maintained by the Department for Education in England. We examined various progression outcomes and compared them with those of a pre-pandemic cohort of students to assess whether, and in what ways, these outcomes have changed for students affected by the pandemic. Findings from the research have suggested that the students from the June 2020 cohorts were not disadvantaged in their transitions to post-16 study or to higher or further education. However, there was some evidence suggesting that different subgroups of students had progressed slightly differently. This implies that while overall the pandemic cohorts were not disadvantaged, the actual experience of different groups of students may have differed.

Youth wellbeing, digital use and digital literacy: Evidence from PISA 2022
Lim, C., & Kreijkes, P. (2025). Youth wellbeing, digital use and digital literacy: Evidence from PISA 2022. Cambridge University Press & Assessment.

2024

Tracking the June 2020 Key Stage 5 cohort: progression to further and higher education

Lim, C.H.J. (2024). Tracking the June 2020 Key Stage 5 cohort: progression to further and higher education. Cambridge University Press & Assessment.

2023

Uptake of GCE A level subjects 2022
Lim, C.H.J. & Gill, T. (2023). Uptake of GCE A level subjects 2022. Statistics Report Series No. 138
Uptake of GCE A level subjects 2022 - Data
Lim, C.H.J. & Gill, T. (2023). Uptake of GCE A level subjects 2022. Statistics Report Series No. 138 - Data
Provision of GCSE subjects 2022
Lim, C.H.J. & Gill, T. (2023). Provision of GCSE subjects 2022. Statistics Report Series No. 137
Provision of GCSE subjects 2022 - Data
Lim, C.H.J. & Gill, T. (2023). Provision of GCSE subjects 2022. Statistics Report Series No. 137 - Data
Uptake of GCSE subjects 2022
Lim, C.H.J. & Gill, T. (2023). Uptake of GCSE subjects 2022. Statistics Report Series No. 136
Uptake of GCSE subjects 2022 - Data
Lim, C.H.J. & Gill, T. (2023). Uptake of GCSE subjects 2022. Statistics Report Series No. 136 - Data
Provision of GCE A level subjects in 2022
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2022. Statistics Report Series No. 135
Provision of GCE A level subjects in 2022 - Data
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2022. Statistics Report Series No. 135 - Data
Provision of GCSE subjects 2021
Lim, C.H.J. & Gill, T. (2023). Provision of GCSE subjects 2021. Statistics Report Series No. 134
Provision of GCSE subjects 2021 - Data
Lim, C.H.J. & Gill, T. (2023). Provision of GCSE subjects 2021. Statistics Report Series No. 134 - Data
Uptake of GCSE subjects 2021
Lim, C.H.J. & Gill, T. (2023). Uptake of GCSE subjects 2021. Statistics Report Series No. 133
Uptake of GCSE subjects 2021 - Data
Lim, C.H.J. & Gill, T. (2023). Uptake of GCSE subjects 2021. Statistics Report Series No. 133 - Data
Provision of GCE A level subjects 2021
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2021. Statistics Report Series No. 132
Provision of GCE A level subjects 2021 - Data
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2021. Statistics Report Series No. 132 - Data
Provision of GCE A level subjects in 2019 - Data
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2019. Statistics Report Series No. 131 - Data
Provision of GCE A level subjects in 2019
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2019. Statistics Report Series No. 131
Provision of GCE A level subjects in 2018
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2018. Statistics Report Series No. 130
Provision of GCE A level subjects in 2018 - Data
Lim, C.H.J. & Gill, T. (2023). Provision of GCE A level subjects in 2018. Statistics Report Series No. 130 - Data

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