Research output per year
Research output per year
Personal profile
Overview
I'm interested in using AI to enhance decision-making in data-intensive environments such as fitness trackers and information dashboards. My research utilises a mixed methods approach to gain deeper insights into human behaviour with computing systems. This involves leveraging human-centred methods, tools and pipelines that facilitate wrangling and mine behavioural patterns. By doing so, I develop computational user models of interest, engagement, interaction barriers, and knowledge acquisition.
Currently, I focus on two primary areas. Firstly, within healthcare, I investigate the implementation of eXplainable AI to support critical decision-making in environments such as the ICU, clinical dashboards, and health tracking applications. Secondly, I delve into the integration of AI within workplace settings, exploring its potential to enhance workforce well-being and performance.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research Beacons, Institutes and Platforms
- Digital Futures
- Christabel Pankhurst Institute
- Manchester Environmental Research Institute
Fingerprint
Dive into the research topics where Markel Vigo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Behavioural Indicators of Usability in Visual Analytics Dashboards
Alhamadi, M., Alsayahani, H., Clinch, S. & Vigo, M., 17 Jan 2025, (Accepted/In press) In: ACM Transactions on Interactive Intelligent Systems.Research output: Contribution to journal › Article › peer-review
-
Evaluating the Impact of Added Greenery on Perceived Factors of an Urban Environment in Virtual Reality
Bar-Ad, R., Vigo, M., Caruso, G., Quboa, Q. & Pinto, N., 9 Dec 2024, (Accepted/In press) In: PL o S One.Research output: Contribution to journal › Article › peer-review
Open AccessFile34 Downloads (Pure) -
Assessing the communication gap between AI models and healthcare professionals: Explainability, utility and trust in AI-driven clinical decision-making
Wysocki, O., Davies, J. K., Vigo, M., Armstrong, A. C., Landers, D., Lee, R. & Freitas, A., 1 Mar 2023, In: Artificial Intelligence. 316, 103839.Research output: Contribution to journal › Article › peer-review
Open Access -
Evaluating Test Smells in Open-Source Projects
Chen, Z., Embury, S. & Vigo, M., 30 Jun 2023, (Accepted/In press) IFIP-ICTSS 35th International Conference on Testing Software and Systems.Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open AccessFile24 Downloads (Pure) -
Modelling Search Behaviour Evolution on a Specialist Search Engine
Yu, H., Harper, S. & Vigo, M., 1 Mar 2023, In: IT Professional. 25, 2, p. 30-35 6 p.Research output: Contribution to journal › Article › peer-review
Projects
- 1 Finished
-
MOVING: Training towards a society of data savvy information professionals to enable open leadership innovation
Vigo, M. (PI)
1/04/16 → 31/03/19
Project: Research
Prizes
-
Best Communication Paper at W4A 2022
Hambley, A. (Recipient), Yesilada, Y. (Recipient), Vigo, M. (Recipient) & Harper, S. (Recipient), Apr 2022
Prize: Prize (including medals and awards)
-
Best Paper Award at EICS 2017
Apaolaza, A. (Recipient) & Vigo, M. (Recipient), Jun 2017
Prize: Prize (including medals and awards)
-
Better World Awards
Brass, A. (Recipient), Cruickshank, S. (Recipient), Hassan, L. (Recipient), Jay, C. (Recipient) & Vigo, M. (Recipient), 1 Feb 2017
Prize: Other distinction
-
Making a Difference Award for Social Responsibility
Brass, A. (Recipient), Cruickshank, S. (Recipient), Hassan, L. (Recipient), Jay, C. (Recipient) & Vigo, M. (Recipient), 11 May 2017
Prize: Other distinction
Activities
- 1 Editorial work
-
ACM Transactions on Accessible Computing (Journal)
Vigo, M. (Assistant editor)
2015 → 2020Activity: Publication peer-review and editorial work › Editorial work › Research
Impacts
-
Exploiting an understanding of human visual perception to facilitate human-machine electrocardiogram interpretation of drug-induced long QT syndrome
Alahmadi, A. (Participant), Jay, C. (Participant), Vigo, M. (Participant), Davies, A. (Participant), (Participant), Goodwin, L. (Participant), (Participant), (Participant) & (Participant)
Impact: Technological, Health and wellbeing
Datasets
-
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
Fraccaro, P. (Creator), Vigo, M. (Creator), Balatsoukas, P. (Creator), Van Der Veer, S. (Creator), Hassan, L. (Creator), Williams, R. (Creator), Wood, G. (Creator), Sinha, S. (Creator), Buchan, I. (Creator) & Peek, N. (Creator), figshare , 12 Feb 2018
DOI: 10.6084/m9.figshare.c.4003615
Dataset
-
Independent and Dependent Variables of The Role of Nudging Techniques on the Customisation and Usability of Visual Analytics Dashboards
Alsayahani, H. (Creator), Alhamadi, M. (Creator), Harper, S. (Creator) & Vigo, M. (Creator), University of Manchester Figshare, 11 Sept 2024
DOI: 10.48420/26978038, https://figshare.manchester.ac.uk/articles/dataset/Independent_and_Dependent_Variables_of_The_Role_of_Nudging_Techniques_on_the_Customisation_and_Usability_of_Visual_Analytics_Dashboards/26978038
Dataset
-
Interactive information dashboards user performance, low-level interaction data and interaction patterns.
Alhamadi, M. (Creator), Clinch, S. (Creator) & Vigo, M. (Creator), University of Manchester Figshare, 30 Mar 2023
DOI: 10.48420/21335622, https://figshare.manchester.ac.uk/articles/dataset/Interactive_information_dashboards_user_performance_and_interaction_patterns/21335622
Dataset
Press/Media
-
The relationship between web accessibility and user experience
19/05/17
1 item of Media coverage
Press/Media: Blogs and social media
-
Online & Search Behaviours of Blind Users
18/04/17
1 item of Media coverage
Press/Media: Blogs and social media
-
Manchester student puts museum’s fossils on the map
Vigo, M. & Gelsthorpe, D.
23/08/16 → 24/08/16
2 items of Media coverage
Press/Media: Research
-
Manchester student puts museum’s fossils on the map
Vigo, M. & Gelsthorpe, D.
23/08/16
2 items of Media coverage
Press/Media: Blogs and social media
-
Accessibility Research answers new questions
21/05/15
1 item of Media coverage
Press/Media: Blogs and social media