Caroline Jay

Search results

• 2025

  An evidence-based guidance framework for neural network system diagrams

  Marshall, G., Freitas, A. & Jay, C., 27 Jan 2025, (Accepted/In press) In: PL o S One.

  Research output: Contribution to journal › Article › peer-review

  • Neural Network 100%
  • Scholarly Publication 50%
  • Neural Network Architecture 25%
  • User Experience 25%
  • Qualitative Feedback 25%

• COVID-19: An exploration of consecutive systemic barriers to pathogen-related data sharing during a pandemic

  Yehudi, Y., Hughes-Noehrer, L., Goble, C. & Jay, C., 8 Jan 2025, In: Data & Policy. 7, e4.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Social Isolation 100%

• Identifying relevant dimensions to the measurement of adolescent social media experience via focus groups with young people

  Hickman Dunne, J., Black, L., Anderton, M., Nanda, P., Banwell, E., Butters, L., Demkowicz, O., Davies, J., Davidson, B., Qualter, P., Humphrey, N., Jay, C. & Panayiotou, M., 31 Jan 2025, (Accepted/In press) In: Collabra: Psychology.

  Research output: Contribution to journal › Article › peer-review

  • Focus Group 100%
  • Adolescence 100%
  • Mood 33%
  • Self-Esteem 33%
  • Reflexive Thematic Analysis 33%

• Integration and execution of Community Land Model Urban (CLMU) in a containerized environment

  Yu, J., Sun, Y., Lindley, S., Jay, C., Topping, D. O., Oleson, K. W. & Zheng, Z., 1 Apr 2025, In: Environmental Modelling & Software. 188, 106391.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Urban Climate 100%
  • Climate Modeling 25%
  • Climate Condition 25%
  • Thermal Stress 25%
  • Atmospheric Forcing 25%

• Recommendations for developing effective inclusivity initiatives in Research Software Engineering

  Tenquist, M., Azman, A., Meaden, R., Onikan, A., Jay, C. & Banerji, A., 13 Feb 2025, In: Computing in Science and Engineering.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Software Culture 100%
  47 Downloads (Pure)
• 2024

  Alcohol Treatment Preferences and the Acceptability of Virtual Reality Therapy for Treating Alcohol Misuse in Adult Drinkers

  Skeva, R., Jay, C., Pettifer, S. & Gregg, L., 2024, In: Alcohol .

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Medical Aspects of Alcohol Misuse 100%
  • Reality Therapy 100%
  • Psychoeducation 100%
  • Familiarity 100%
  • Mental Health 25%

• Magnitude Judgements Are Influenced by the Relative Positions of Data Points Within Axis Limits

  Bradley, D., Strain, G., Jay, C. & Stewart, A. J., 8 Feb 2024, In: IEEE Transactions on Visualization and Computer Graphics. p. 1-8 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Relative Position 100%
  • Data Point 100%
  • Axis Limit 100%
  • Axis 100%
  • Limits 100%
  43 Downloads (Pure)

• Prioritize environmental sustainability in use of AI and data science methods

  Jay, C., Yu, Y., Crawford, I., Archer-Nicholls, S., James, P., Gledson, A., Shaddick, G., Haines, R., Lannelongue, L., Lines, E., Hosking, S. & Topping, D., 26 Jan 2024, In: Nature Geoscience. 17, 2, p. 106-108 3 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Environmental Sustainability 100%
  • Artificial Intelligence 100%
  • Environmental Impact Assessment 100%
  • Energy Requirement 50%
  81 Downloads (Pure)
• 2023

  A comparison of experience sampled hay fever symptom severity across rural and urban areas of the UK

  Gledson, A., Lowe, D., Reani, M., Topping, D., Hall, I., Cruickshank, S., Harwood, A., Woodcock, J. & Jay, C., 21 Feb 2023, In: Scientific Reports.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • United Kingdom 100%
  • Rural Area 100%
  • Hyperthermia 100%
  • Rural Areas 100%
  • Pollen Allergy 100%

• A FAIR-Decide framework for pharmaceutical R&D: FAIR data cost–benefit assessment

  Alharbi, E., Skeva, R., Juty, N., Jay, C. & Goble, C., 1 Apr 2023, In: Drug discovery today. 28, 4, 103510.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Decision-Making 100%
  • Data Management 100%
  • Research and Development 100%
  • Decision Making 66%
  • Business Analysis 50%
  92 Downloads (Pure)

• Choropleth Maps Can Convey Absolute Magnitude Through the Range of the Accompanying Colour Legend

  Bradley, D., Zhang, B., Jay, C. & Stewart, A., 6 Oct 2023, In: Behaviour and Information Technology.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Color 100%
  • Cognitive Process 100%
  • Processing 20%
  • Experiment 20%
  • Software 20%
  27 Downloads (Pure)

• Comparing directed networks via denoising graphlet distributions

  Silva, M. E. P., Gaunt, R. E., Ospina-Forero, L., Jay, C. & House, T., 1 Apr 2023, In: Journal of Complex Networks. 11, 2, cnad006.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Directed Network 100%
  • de-noising 100%
  • Art Performance 50%
  • Subgraphs 50%
  • Undirected Network 50%
  11 Downloads (Pure)

• Diversity of symptom phenotypes in SARS-CoV-2 community infections observed in multiple large datasets

  Fyles, M., Vihta, K.-D., Sudre, C. H., Long, H., Das, R., Jay, C., Wingfield, T., Cumming, F., Green, W., Hadjipantelis, P., Kirk, J., Steves, C. J., Ourselin, S., Medley, G. F., Fearon, E. & House, T., 7 Dec 2023, In: Scientific Reports. 13, 21705 .

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Large Data Set 100%
  • Classification Technique 100%
  • Route Mechanism 100%
  • SARS Coronavirus 100%
  26 Downloads (Pure)

• How are Websites Used During Development and What are the Implications for the Coding Process?

  Alghamdi, O., Clinch, S., Skeva, R. & Jay, C., 1 Nov 2023, In: Journal of Systems and Software. 205, 111803.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Code Reuse 100%
  • Online Resource 50%
  • Computer Science 50%
  • Software Licensing 50%
  • Development Process 50%

• Off-World Mental Health: Considerations for the Design of Well-being–Supportive Technologies for Deep Space Exploration

  Smith, N., Peters, D., Jay, C., Sandal, G. M., Barrett, E. C. & Wuebker, R., 14 Feb 2023, In: JMIR Formative Research. 7, e37784.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Health and Well-Being 100%
  • Self-Care 100%
  • Autonomy 100%
  • Self-Management 100%
  • Mental Health 100%

• Personalized, intuitive & visual QT-prolongation monitoring using patient-specific QTc threshold with pseudo-coloring and explainable AI

  Alahmadi, A., Davies, A., Vigo, M. & Jay, C., 1 Nov 2023, In: Journal of Electrocardiology. 81, p. 218-223 6 p.

  Research output: Contribution to journal › Article › peer-review

  • QT Prolongation 100%
  • Artificial Intelligence 100%
  • Electrocardiogram 40%
  • Cardiac Dysrhythmia 20%
  • QT Interval 20%

• Subjective data models in bioinformatics and how wet lab and computational biologists conceptualise data

  Yehudi, Y., Hughes-Noehrer, L., Goble, C. & Jay, C., 2 Nov 2023, In: Scientific Data. 10, 1, 11 p., 756.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data Model 100%
  • Subjective Data 100%
  • Software Engineer 25%
  • Code Analysis 25%
  • Process Data 25%

• The Effects of Contrast on Correlation Perception in Scatterplots

  Strain, G., Stewart, A., Warren, P. A. & Jay, C., 1 Aug 2023, In: International Journal of Human-Computer Studies. 176, 103040.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sample Size 100%
  91 Downloads (Pure)

• The Impact of Unequal Contributions in Student Software Engineering Team Projects

  Kopec-Harding, K., Eraslanb, S., Cai, B., Embury, S. & Jay, C., 4 Sept 2023, (Accepted/In press) In: The Journal of Systems and Software.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Software Engineering Team 100%
  • Source Codes 25%
  • Team Performance 25%
  • Individual Contribution 25%
  • software engineering course 25%
  60 Downloads (Pure)

• The role of regular asymptomatic testing in reducing the impact of a COVID-19 wave

  Silva, M. E. P., Fyles, M., Pi, L., Panovska-Griffiths, J., House, T., Jay, C. & Fearon, E., Sept 2023, In: Epidemics. 44, p. 100699

  Research output: Contribution to journal › Article › peer-review

  • Chain Reaction 100%
  • Total Number 100%
  • Exponential Growth 100%
  • Infectious Individual 100%
  • Polymerase Chain Reaction 100%

• Tracking the structure and sentiment of vaccination discussions on Mumsnet

  Silva, M. E. P., Skeva, R., House, T. & Jay, C., 18 Nov 2023, In: Social Network Analysis and Mining. 13, 1, 152.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sentiment Analysis 100%
  • COVID-19 100%
  • Social Interaction 100%
  • World Health Organization 100%
  • Network Analysis 50%
• 2022

  Public perceptions and interactions with UK COVID-19 Test, Trace and Isolate policies, and implications for pandemic infectious disease modelling

  Marshall, G. C., Skeva, R., Jay, C., Silva, M. E. P., Fyles, M., House, T., Davis, E. L., Pi, L., Medley, G. F., Quilty, B. J., Dyson, L., Yardley, L. & Fearon, E., 1 Feb 2022, In: medRxiv.

  Research output: Contribution to journal › Article

• Public perceptions and interactions with UK COVID-19 Test, Trace and Isolate policies, and implications for pandemic infectious disease modelling [version 1; peer review: awaiting peer review]

  Marshall, G. C., Skeva, R., Jay, C., Silva, M. E. P. (Editor), Fyles, M., House, T., Davis, E. L. (Editor), Pi, L., Medley, G. F. (Editor), Quilty, B. J. (Editor), Dyson, L., Yardley, L., Fearon, E., Davis, E. L., Davis, E. L. (Editor), Louise, D., Louise, D. (Editor), Elizabeth, F., Elizabeth, F. & Elizabeth, F. & 39 others, Elizabeth, F., Elizabeth, F., Elizabeth, F., Elizabeth, F., Elizabeth, F. (Editor), Martyn, F., Martyn, F. (Editor), Thomas, H., Thomas, H. (Editor), Caroline, J., Caroline, J., Caroline, J., Caroline, J. (Editor), Marshall, G. C., Marshall, G. C., Marshall, G. C., Marshall, G. C., Marshall, G. C., Marshall, G. C., Marshall, G. C., Marshall, G. C., Medley, G. F., Medley, G. F. (Editor), Li, P., Li, P. (Editor), Quilty, B. J., Quilty, B. J. (Editor), Silva, M. E. P., Silva, M. E. P. (Editor), Rigina, S., Rigina, S., Rigina, S., Rigina, S., Rigina, S., Rigina, S., Rigina, S., Rigina, S. (Editor), Lucy, Y. (Editor) & Lucy, Y. (Editor), 6 Sept 2022, In: F1000Research.

  Research output: Contribution to journal › Article

• Reforms to improve reproducibility and quality must be coordinated across the research ecosystem: the view from the UKRN Local Network Leads

  Stewart, S. L. K., Pennington, C. R., Silva, G. R. D., Ballou, N., Butler, J., Dienes, Z., Jay, C., Rossit, S. & Samara, A., 15 Feb 2022, In: BMC Research Notes. 15, 1, p. 58 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Reproducibility 100%
  • Local Network 100%
  • Standing 100%
  • Research Quality 40%
  • Incentive 20%

• Spatio-temporal and contextual cues to support reflection in physical activity tracking

  Alqahtani, D., Jay, C. & Vigo, M., 31 May 2022, In: International Journal of Human-Computer Studies. 165, 102865.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • User Satisfaction 100%
  • Baseline Version 100%
  • Past Experience 100%

• UK daily meteorology, air quality, and pollen measurements for 2016-2019, with estimates for missing data

  Reani, M., Lowe, D., Gledson, A., Topping, D. & Jay, C., 9 Feb 2022, In: Scientific Data. 9, 1, 43.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • United Kingdom 100%
  • Air Quality 100%
  • Data Quality 100%
  • Monitoring Station 25%
  • Quality Data 25%

• Why Scholars Are Diagramming Neural Network Models

  Marshall, G., Jay, C. & Freitas, A., 1 Sept 2022, In: Lecture Notes in Computer Science. 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Neural Network Model 100%
  • Neural Network Architecture 100%
  • Neural Network 100%
  • Network Model 100%
  • Complex Model 100%
• 2021

  An explainable algorithm for detecting drug-induced QT-prolongation at risk of torsades de pointes (TdP) regardless of heart rate and T-wave morphology

  Alahmadi, A., Davies, A., Royle, J., Goodwin, L., Cresswell, K., Arain, Z., Vigo, M. & Jay, C., 1 Apr 2021, In: Computers in Biology and Medicine. 131, 104281.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Electrocardiogram 100%
  • Torsade Des Pointes 100%
  • T Wave 100%
  • Drug-Induced QT Prolongation 100%
  • Focus Group 100%
  377 Downloads (Pure)

• Assessment of virtual environments for alcohol Relapse Prevention in a less immersive and cost-effective setup: A qualitative study

  Skeva, R., Gregg, L., Jay, C. & Pettifer, S., 1 Aug 2021, In: Computers in Human Behavior Reports. 4, 100120.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Relapse Prevention 100%
  • Qualitative Study 100%
  • Emotion Regulation 33%
  • Alcohol Use Disorder 33%
  • Coping Strategies 33%
  242 Downloads (Pure)

• Device uses and device stereotypes

  Steeds, M., Clinch, S. & Jay, C., 1 Aug 2021, In: Computers in Human Behavior Report. 4, 100100.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Human Computer Interaction 100%
  • Application Area 100%
  • Human Interaction 100%

• Digital Twins of Urban Air Quality: Opportunities and Challenges

  Topping, D., Bannan, T. J., Coe, H., Evans, J., Jay, C., Murabito, E. & Robinson, N., 15 Dec 2021, In: Frontiers in Sustainable Cities. 3, 786563.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Digital Twin 100%
  • Decision Making 100%
  • Data Stream 25%
  • And-States 25%
  • Collaborative Space 25%

• Exploring the current practices, costs and benefits of FAIR Implementation in pharmaceutical Research and Development: A Qualitative Interview Study

  Alharbi, E. (Corresponding), Skeva, R., Juty, N., Jay, C. & Goble, C., 25 Oct 2021, In: Data Intelligence. 3, 4, p. 507-527 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Reuse 100%
  • Interview Study 100%
  • Scientific Data 100%
  • Data Stewardship 100%
  • Cost Saving 100%
  129 Downloads (Pure)

• Off-world mental health: considerations for the design of wellbeing supportive technologies for deep space exploration

  Smith, N., Peters, D., Jay, C., Sandal, G., Barrett, E. & Wuebker, R., 17 May 2021, (Submitted) In: npj Microgravity.

  Research output: Contribution to journal › Article › peer-review

  • Mental Health 100%
  • Wellbeing 100%
  • Digital Health 33%
  • Self-Care 33%
  • Autonomy 33%

• Software Must be Recognised as an Important Output of Scholarly Research

  Jay, C., Haines, R. & Katz, D. S., 22 Dec 2021, In: International Journal of Digital Curation. 16, 1

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Reproducibility 100%

• The impact of COVID-19 on digital data practices in museums and art galleries in the UK and the US

  Noehrer, L., Gilmore, A., Jay, C. & Yehudi, Y., 1 Dec 2021, In: Humanities and Social Sciences Communications. 8, 1, 236.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Digital 100%
  • COVID-19 100%
  • USA 100%
  • Art Galleries 100%
  • UK 100%

• Views of practitioners and researchers on the use of virtual reality in treatments for substance use disorders

  Skeva, R., Gregg, L., Jay, C. & Pettifer, S., 27 Apr 2021, (Accepted/In press) In: Frontiers in Psychology.

  Research output: Contribution to journal › Article › peer-review
• 2020

  Evaluation of a web-based, tailored intervention to encourage help-seeking for lung cancer symptoms: A randomised controlled trial

  Mueller, J., Davies, A., Jay, C., Harper, S. & Todd, C., 4 May 2020, In: Digital Health.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Lung Cancer 100%
  • Symptom 100%
  • Online Information 100%
  • Theory of Planned Behavior 50%
  • Information Seeking 50%

• Integrating GitLab Metrics into Coursework Consultation Sessions in a Software Engineering Course

  Eraslan, S., Kopec-Harding, K., Jay, C., Embury, S., Haines, R., Cortes Rios, J. C. & Crowther, P., 1 Sept 2020, In: The Journal of Systems and Software.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Session Checkpoint 100%
  • software engineering course 100%
  • Student Outcome 50%
  • Software Development 50%
  • Educational Context 50%
  310 Downloads (Pure)

• Mind the Gap: Recommendations for Developing Support Tools with People Suffering from COPD

  Davies, A., Mueller, J., Hennings, J., Caress, A.-L. & Jay, C., 3 Feb 2020, (Accepted/In press) In: JMIR Human Factors .

  Research output: Contribution to journal › Article › peer-review

  • Mobile App 100%
  • Usability Study 100%
  • Healthcare Professional 50%
  • Disease Patient 50%
  • Usability Issue 50%

• Pseudo-colouring an ECG enables lay people to detect QT-interval prolongation regardless of heart rate

  Alahmadi, A., Davies, A., Vigo, M. & Jay, C., 27 Aug 2020, In: P L o S One. 15, 8, e0237854.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Receiver Operating Characteristic 100%
  • Coordinate System 100%
  • Cartesian Coordinate System 100%
  • Drug-Induced QT Prolongation 14%

• Recommendations for Developing Support Tools With People Suffering From Chronic Obstructive Pulmonary Disease: Co-Design and Pilot Testing of a Mobile Health Prototype: Co-Design and Pilot Testing of a Mobile Health Prototype

  Davies, A., Mueller, J., Hennings, J., Caress, A.-L. & Jay, C., 15 May 2020, In: JMIR Human Factors . 7, 2, p. 1-17 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Participatory Design 100%
  • Mobile App 100%
  • Healthcare Professional 33%
  • Usability Issue 33%
  • Usability Study 33%

• The challenges of theory-software translation

  Jay, C., Haines, R., Katz, D. S., Carver, J., Gesing, S., Brandt, S. R., Howison, J., Dubey, A., Phillips, J. C., Wan, H. & Turk, M. J., 29 Jul 2020, (Accepted/In press) In: F1000Research.

  Research output: Contribution to journal › Article › peer-review

• The challenges of theory-software translation [version 1; peer review: 2 approved, 1 approved with reservations]

  Jay, C., Haines, R., Katz, D. S., Carver, J. C., Gesing, S., Brandt, S. R., Howison, J., Dubey, A., Phillips, J. C., Wan, H. & Turk, M. J., 2 Oct 2020, In: F1000Research. 9

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Scientific Theory 100%
  • High-Performance Computing 50%
  • Software Development 50%
  • Software Engineer 50%
  • Research Question 50%

• The Effect of Goal Moderation on the Achievement and Satisfaction of Physical Activity Goals

  Alqahtani, D., Jay, C. & Vigo, M., 17 Dec 2020, In: ACM Proceedings on Interactive, Mobile, Wearable and Ubiquitous Technologies. 4, 4, 116.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Goal Condition 100%
  • Unmet Expectation 100%
  • Field Experiment 100%
  481 Downloads (Pure)
• 2019

  Biomarker data visualisation for decision making in clinical trials

  Davies, A., Cunha, M., Kopec-Harding, K., Metcalfe, P., Weatherall, J. & Jay, C., 2019, In: International journal of medical informatics. p. 1-9

  Research output: Contribution to journal › Article › peer-review

  • Data Visualization 100%
  • Decision-Making 100%
  • Biomarker Data 100%
  • Decision Making 100%
  • Underlying Data 50%

• Can lay people identify a drug-induced QT-interval prolongation? A psychophysical and eye-tracking experiment examining the ability of non-experts to interpret an ECG

  Alahmadi, A., Davies, A., Vigo, M. & Jay, C., 2019, In: Journal of the American Medical Informatics Association. 26, 5, p. 404-411 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Electrocardiogram 100%
  • QT Prolongation 100%
  • Psychometric Function 100%
  • Interval Length 100%
  • QT Interval 100%

• Contrasting Delivery Modes for Second Screen TV Content —Push or Pull?

  Brown, A., Aizpurua, A., Jay, C., Evans, M., Glancy, M. & Harper, S., 2019, In: International Journal of Human Computer Studies.

  Research output: Contribution to journal › Article › peer-review

  • Controlled Study 100%
  • User Preference 100%
  • User Experience 100%
  • Content Delivery 100%
  • Mobile Device 100%

• Evidencing How Experience and Problem Format Affect Probabilistic Reasoning Through Interaction Analysis

  Reani, M., Davies, A., Peek, N. & Jay, C., 2019, In: Frontiers in Psychology. 10

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Natural Frequency 100%
  • Lived Experience 100%

• How different visualizations affect human reasoning about uncertainty: An analysis of visual behaviour

  Reani, M., Jay, C. & Peek, N., Mar 2019, In: Computers in human behavior. 92, p. 55-64 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Testing Problem 100%
  349 Downloads (Pure)

• How do healthcare practitioners read electrocardiograms? A dual-process model of electrocardiogram interpretation

  Davies, A., Mueller, J., Horseman, L., Splendiani, B., Hill, E. J. R., Vigo, M., Harper, S. & Jay, C., 2019, In: British Journal of Cardiac Nursing. 14, 10, p. 1 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Health Care Personnel 100%
  • Physician 100%
  • Process Model 100%
  • Electrocardiogram 100%
  • Familiarity 100%