Written in Livemark
(2022-03-31 15:31)

What are the most-cited articles for data-related-research in The Lens (2020-2022)?

Next we wanted to understand what the topic articles within data-related research were over the past two years. For this question we were interested in the top articles across all of our 10 data-related keywords as well as what the top articles were for each of those keywords.

title keyword citations
COVID-19 and the 5G Conspiracy Theory: Social Network Analysis of Twitter Data. Misinformation 272
Health-protective behaviour, social media usage and conspiracy belief during the COVID-19 public health emergency. Misinformation 247
Exposure to untrustworthy websites in the 2016 US election. Misinformation 118
Data sharing and outbreaks: best practice exemplified. Data sharing 89
Shifting attention to accuracy can reduce misinformation online. Misinformation 66
Efficient and Secure Data Sharing for 5G Flying Drones: A Blockchain-Enabled Approach Data sharing 65
A digital media literacy intervention increases discernment between mainstream and false news in the United States and India. Misinformation 57
The MRC IEU OpenGWAS data infrastructure Data infrastructure 55
Social media can have an impact on how we manage and investigate the COVID-19 pandemic. Misinformation 51
Computational social science: Obstacles and opportunities. Data infrastructure 51
Digital mis/disinformation and public engagment with health and science controversies: Fresh perspectives from Covid-19 Misinformation 41
Integrating artificial intelligence into the clinical practice of radiology: challenges and recommendations Data sharing 39
Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan. Data sharing 38
COVID-19 in people with multiple sclerosis: A global data sharing initiative. Data sharing 37
Distributed learning on 20 000+ lung cancer patients - The Personal Health Train. Data sharing 36
COVID-19 and the "Film Your Hospital" Conspiracy Theory: Social Network Analysis of Twitter Data. Misinformation 35
An open dataset of Plasmodium falciparum genome variation in 7,000 worldwide samples Data sharing 34
SOCRATES: an online tool leveraging a social contact data sharing initiative to assess mitigation strategies for COVID-19. Data sharing 32
Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN) Data sharing 31
The EuRRECa project as a model for data access and governance policies for rare disease registries that collect clinical outcomes Data sharing 29
Social and electronic media exposure and generalized anxiety disorder among people during COVID-19 outbreak in Bangladesh: A preliminary observation. Misinformation 27
The MOMENTUM Study: An International Registry for the Evidence-Based Introduction of MR-Guided Adaptive Therapy Data sharing 26
The ELIXIR Core Data Resources: fundamental infrastructure for the life sciences. Data infrastructure 26
Application of Big Data Technology for COVID-19 Prevention and Control in China: Lessons and Recommendations. Data sharing 26
Online misinformation about climate change Misinformation 25
Lack of Trust, Conspiracy Beliefs, and Social Media Use Predict COVID-19 Vaccine Hesitancy Misinformation 25
Chaos-based confusion and diffusion of image pixels using dynamic substitution Data sharing 25
Guidelines for the content and format of PET brain data in publications and archives: A consensus paper: Data sharing 24
An Explainable AI Decision-Support-System to Automate Loan Underwriting Automated decision making 24
A cloud-edge based data security architecture for sharing and analysing cyber threat information Data sharing 23
The role of social media in spreading panic among primary and secondary school students during the COVID-19 pandemic: An online questionnaire study from the Gaza Strip, Palestine Misinformation 21
The Open Brain Consent: Informing research participants and obtaining consent to share brain imaging data Data sharing 21
Federated learning improves site performance in multicenter deep learning without data sharing. Data sharing 18
Exposure to news grows less fragmented with an increase in mobile access. Misinformation 18
Advances in the diagnosis of inherited neuromuscular diseases and implications for therapy development. Data sharing 18
Towards a European Health Research and Innovation Cloud (HRIC) Data sharing 17
Global Public Perceptions of Genomic Data Sharing: What Shapes the Willingness to Donate DNA and Health Data? Data sharing 17
Developing a Research Data Policy Framework for All Journals and Publishers Data sharing 17
Demonstrating trustworthiness when collecting and sharing genomic data: public views across 22 countries. Data sharing 17
An open data infrastructure for the study of anthropogenic hazards linked to georesource exploitation Data infrastructure 17
Making Waves: Collaboration in the time of SARS-CoV-2 - rapid development of an international co-operation and wastewater surveillance database to support public health decision-making. Data sharing 16
Assessing COVID-19 vaccine hesitancy, confidence and public engagement: a global social listening study Misinformation 16
A minimalistic model of bias, polarization and misinformation in social networks. Misinformation 16
Public perceptions on data sharing: key insights from the UK and the USA. Data sharing 15
From ArrayExpress to BioStudies. Data infrastructure 15
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Misinformation 15
Covid-19 misinformation and the social (Media) amplification of risk: A Vietnamese perspective Misinformation 15
The LOTUS Initiative for Open Natural Products Research: Knowledge Management through Wikidata Data sharing 14
TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets. Misinformation 14
Recontextualising remote working and its HRM in the digital economy: An integrated framework for theory and practice Digital economy 14
Privacy-preserving Voice Analysis via Disentangled Representations Data sharing 14
Privacy Concerns and Disclosure of Biometric and Behavioral Data for Travel Data sharing 14
Obtaining and managing data sets for individual participant data meta-analysis: scoping review and practical guide. Data sharing 14
Machine learning techniques and older adults processing of online information and misinformation : A COVID-19 Study Misinformation 14
Evaluation of Data Sharing After Implementation of the International Committee of Medical Journal Editors Data Sharing Statement Requirement. Data sharing 14
The engagement of home-based businesses in the digital economy Digital economy 13
Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning Data sharing 13
New Horizons in the use of routine data for ageing research Data infrastructure 13
Digital Twin Aided Vulnerability Assessment and Risk-Based Maintenance Planning of Bridge Infrastructures Exposed to Extreme Conditions Data sharing 13
Accountable Cross-Border Data Sharing Using Blockchain Under Relaxed Trust Assumption Data sharing 13
‘A war against truth’ - understanding the fake news controversy Misinformation 13
Using ontologies to enhance human understandability of global post-hoc explanations of black-box models Automated decision making 12
GA4GH: International policies and standards for data sharing across genomic research and healthcare Data sharing 12
Fighting the 'Infodemic': Legal Responses to COVID-19 Disinformation Misinformation 12
Easing Into Open Science: A Guide for Graduate Students and Their Advisors Data sharing 12
Should free-text data in electronic medical records be shared for research? A citizens' jury study in the UK. Data sharing 11
Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example. Data sharing 11
Lack of trust and social media echo chambers predict COVID-19 vaccine hesitancy Misinformation 11
Is useful research data usually shared? An investigation of genome-wide association study summary statistics Data sharing 11
Enhancing the Scientific Value of Industry Remotely Operated Vehicles (ROVs) in Our Oceans Value of data 11
Web Search Engine Misinformation Notifier Extension (SEMiNExt): A Machine Learning Based Approach during COVID-19 Pandemic. Misinformation 10
Trust, trustworthiness and sharing patient data for research. Data sharing 10
The Visual Vaccine Debate on Twitter: A Social Network Analysis Misinformation 10
The future of value in digitalised higher education: why data privacy should not be our biggest concern. Digital economy 10
Paying SPECIAL consideration to the digital sharing of information during the COVID-19 pandemic and beyond. Misinformation 10
Internet of things assisted public security management platform for urban transportation using hybridised cryptographic-integrated steganography Data sharing 10
Improving the Functioning of High-Tech Sectors in the Russian National Economy on the Basis of Cluster Policy and in the Conditions of Digitization: Perspectives from the Defense Industrial Complex Digital economy 10
Digital health Systems in Kenyan Public Hospitals: a mixed-methods survey Data sharing 10
Design and rationale of the COVID-19 Critical Care Consortium international, multicentre, observational study. Data sharing 10
An agent-based model about the effects of fake news on a norovirus outbreak Misinformation 10
Using critical information to strengthen pandemic preparedness: the role of national public health agencies. Data sharing 9
Toward a global and reproducible science for brain imaging in neurotrauma: the ENIGMA adult moderate/severe traumatic brain injury working group Data sharing 9
Solve-RD: systematic pan-European data sharing and collaborative analysis to solve rare diseases Data sharing 9
FAccT - Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems Automated decision making 9
Extending the Minimum Information About BIobank Data Sharing Terminology to Describe Samples, Sample Donors, and Events. Data sharing 9
Carers’ experience of using assistive technology for dementia care at home: a qualitative study Data sharing 9
A novel framework to protect animal data in a world of ecosurveillance Data sharing 9
SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor Data infrastructure 8
Scaling up fact-checking using the wisdom of crowds. Misinformation 8
Predicting global patterns of long-term climate change from short-term simulations using machine learning Data sharing 8
Patient data-sharing for immigration enforcement: a qualitative study of healthcare providers in England Data sharing 8
Investigating the Prevalence of Reactive Online Searching in the COVID-19 Pandemic: Infoveillance Study. Misinformation 8
From bits to bites: Advancement of the Germinate platform to support prebreeding informatics for crop wild relatives Data sharing 8
Electronic Regulation of Data Sharing and Processing Using Smart Ledger Technologies for Supply-Chain Security Data sharing 8
Data Access Committees. Data sharing 8
Cancer Variant Interpretation Group UK (CanVIG-UK): an exemplar national subspecialty multidisciplinary network. Data sharing 8
A Semi-Automated Workflow for FAIR Maturity Indicators in the Life Sciences. Data sharing 8
A Responsible Internet to Increase Trust in the Digital World Digital economy 8
A qualitative study of design stakeholders’ views of developing and implementing a registry-based learning health system Data sharing 8
Towards open, reliable, and transparent ecology and evolutionary biology Data sharing 7
Towards harmonization of microscopy methods for malaria clinical research studies Value of data 7
The COVID-19 Data Portal: accelerating SARS-CoV-2 and COVID-19 research through rapid open access data sharing. Data sharing 7
SOCRATES: An online tool leveraging a social contact data sharing initiative to assess mitigation strategies for COVID-19 Data sharing 7
Society for Immunotherapy of Cancer clinical and biomarkers data sharing resource document: Volume I-conceptual challenges. Data sharing 7
Social Media and Large Carnivores: Sharing Biased News on Attacks on Humans Misinformation 7
Public involvement in the governance of population-level biomedical research: Unresolved questions and future directions Data sharing 7
Prebunking interventions based on the psychological theory of “inoculation” can reduce susceptibility to misinformation across cultures. Misinformation 7
Online Temptations: COVID-19 and Religious Misinformation in the MENA Region Misinformation 7
Neutral Bots Reveal Political Bias on Social Media Misinformation 7
International severe asthma registry (ISAR) : protocol for a global registry Data ethics 7
Implementing parasite genotyping into national surveillance frameworks: feedback from control programmes and researchers in the Asia–Pacific region Data sharing 7
Human Judgment in algorithmic loops: Individual justice and automated decision‐making #N/A 7
Global Regulations for a Digital Economy: Between New and Old Challenges Digital economy 7
Genetic surveillance in the Greater Mekong subregion and South Asia to support malaria control and elimination Data sharing 7
GA4GH Passport standard for digital identity and access permissions. Data sharing 7
Federated learning for predicting clinical outcomes in patients with COVID-19. Data sharing 7
Can We Improve the Monitoring of People With Multiple Sclerosis Using Simple Tools, Data Sharing, and Patient Engagement? Data sharing 7
Advancing COVID-19 vaccines - avoiding different regulatory standards for different vaccines and need for open and transparent data sharing. Data sharing 7
"It's a life you're playing with": A qualitative study on experiences of NHS maternity services among undocumented migrant women in England Data sharing 7
Towards Consensus-Based Group Decision Making for Co-Owned Data Sharing in Online Social Networks Data sharing 6
The challenges of responding to misinformation during a pandemic: content moderation and the limitations of the concept of harm Misinformation 6
Strategizing in a digital world: Overcoming cognitive barriers, reconfiguring routines and introducing new organizational forms Digital economy 6
Privacy-preserving data sharing via probabilistic modeling Data sharing 6
Oceanids C2: An Integrated Command, Control, and Data Infrastructure for the Over-the-Horizon Operation of Marine Autonomous Systems Data infrastructure 6
Infodemics and infodemiology: a short history, a long future Misinformation 6
How might technology rise to the challenge of data sharing in agri-food? Data sharing 6
Data sharing: using blockchain and decentralized data technologies to unlock the potential of artificial intelligence: What can assisted reproduction learn from other areas of medicine? Data sharing 6
CTRL': an online, Dynamic Consent and participant engagement platform working towards solving the complexities of consent in genomic research. Data sharing 6
CRT-BIoV: A Cognitive Radio Technique for Blockchain-Enabled Internet of Vehicles Data sharing 6
Conceptualising critical data literacies for civil society organisations: agency, care, and social responsibility Data literacy 6
Cohort profile: Early pandemic evaluation and enhanced surveillance of COVID-19 (EAVE II) database. Data infrastructure 6
An Efficient Feedback Control Mechanism for Positive/Negative Information Spread in Online Social Networks. Misinformation 6
A curated collection of COVID-19 online datasets Misinformation 6
We need to think about data governance for dementia research in a digital era. Data sharing 5
Toward a Risk-Utility Data Governance Framework for Research Using Genomic and Phenotypic Data in Safe Havens: Multifaceted Review. Data sharing 5
The variant call format provides efficient and robust storage of GWAS summary statistics Data sharing 5
The first 10 years of the international coordination network for standards in systems and synthetic biology (COMBINE) Data sharing 5
SocInfo - Co-spread of Misinformation and Fact-Checking Content During the Covid-19 Pandemic Misinformation 5
Shaping a data-driven era in dementia care pathway through computational neurology approaches. Data infrastructure 5
Population mobility modelling for mobility data simulation Data sharing 5
Orchestrating privacy-protected big data analyses of data from different resources with R and DataSHIELD Data sharing 5
Los imperativos éticos de la pandemia de COVID-19: Un análisis desde la ética de los datos Data ethics 5
Digital economy in the UK: regional productivity effects of early adoption Digital economy 5
Data protection by design: building the foundations of trustworthy data sharing Data sharing 5
Connections, Tracts, Fractals, and the Rest: A Working Guide to Network and Connectivity Studies in Neurosurgery Data sharing 5
Commentary: the Past, Present, and Future of the Global Raptor Impact Network Data sharing 5
Changing emotional engagement with running through communal self-tracking: the implications of 'teleoaffective shaping' for public health. Data sharing 5
A technological framework for data-driven IoT systems: application on landslide monitoring Data infrastructure 5
Vaccine Hesitancy: Drivers and How the Allergy Community Can Help. Misinformation 4
Unlink the Link Between COVID-19 and 5G Networks: An NLP and SNA Based Approach Misinformation 4
Un)resolving digital technology paradoxes through the rhetoric of balance Digital economy 4
Toward a critique of algorithmic violence Data infrastructure 4
The Right to Benefit from Science and Its Implications for Genomic Data Sharing Data sharing 4
Solutions to COVID-19 data sharing Data sharing 4
SACMAT - A Data Access Model for Privacy-Preserving Cloud-IoT Architectures Data sharing 4
Refuting Spurious COVID-19 Treatment Claims Reduces Demand and Misinformation Sharing. Misinformation 4
Online forum users' views and experiences of managing irritable bowel syndrome: a qualitative analysis of discussion content. Misinformation 4
Mobile apps for real-world evidence in health care Value of data 4
Minimizing the spread of misinformation in online social networks: A survey Misinformation 4
LREC - Recent Developments for the Linguistic Linked Open Data Infrastructure. Data infrastructure 4
IoTBDS - A Framework for Data Sharing between Healthcare Providers using Blockchain. Data sharing 4
IDEAS - Emotion cognizance improves health fake news identification Misinformation 4
European productivity in the digital age: evidence from EU KLEMS Digital economy 4
Diagnosis and Risk Prediction of Dilated Cardiomyopathy in the Era of Big Data and Genomics. Data infrastructure 4
Data Sharing Under the General Data Protection Regulation: Time to Harmonize Law and Research Ethics? Data sharing 4
CroSSED sequence, a new tool for 3D processing in geosciences using the free software 3DSlicer. Data sharing 4
Critical literacies for a datafied society: academic development and curriculum design in higher education Data literacy 4
Countering misinformation: A multidisciplinary approach Misinformation 4
Constructing commercial data ethics Data ethics 4
Coding together – coding alone: the role of trust in collaborative programming Digital economy 4
Clinical Trial Data Sharing for COVID-19-Related Research. Data sharing 4
Climate Change Projection in the Twenty-First Century Simulated by NIMS-KMA CMIP6 Model Based on New GHGs Concentration Pathways Data sharing 4
CHIIR - Towards Search Strategies for Better Privacy and Information Misinformation 4
CHI - Perverse Downstream Consequences of Debunking: Being Corrected by Another User for Posting False Political News Increases Subsequent Sharing of Low Quality, Partisan, and Toxic Content in a Twitter Field Experiment Misinformation 4
CHI - Getting Ourselves Together: Data-centered participatory design research & epistemic burden Value of data 4
Biometric Blockchain: A Secure Solution for Intelligent Vehicle Data Sharing Data sharing 4
Being Fair about the Design of FAIR Data Standards Data sharing 4
ASONAM - A first look at COVID-19 messages on WhatsApp in Pakistan Misinformation 4
A homomorphic-encryption-based vertical federated learning scheme for rick management Data sharing 4
"It is just a flu": Assessing the Effect of Watch History on YouTube's Pseudoscientific Video Recommendations Misinformation 4
What does it mean to embed ethics in data science? An integrative approach based on microethics and virtues Data ethics 3
Towards an appropriate ethics framework for Health and Demographic Surveillance Systems (HDSS): learning from issues faced in diverse HDSS in sub-Saharan Africa. Data sharing 3
The International Journal of Children's Rights - The child’s right to protection against economic exploitation in the digital world Value of data 3
Sharing SRP data to reduce environmentally associated disease and promote transdisciplinary research. Data sharing 3
Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP Data sharing 3
Reporting and design of randomized controlled trials for COVID-19: A systematic review. Data sharing 3
Political communication and COVID-19: Governance and rhetoric in global comparative perspective Misinformation 3
Opening Pandora’s Box: Peeking inside Psychology’s data sharing practices, and seven recommendations for change Data sharing 3
Mobilising urban knowledge in an infodemic: Urban observatories, sustainable development and the COVID-19 crisis Misinformation 3
LAK - Inspiration cards workshops with primary teachers in the early co-design stages of learning analytics Data literacy 3
It's not only size that matters: determinants of Estonia's e-governance success Digital economy 3
Integrating Healthcare Data for Enhanced Citizen-Centred Care and Analytics. Data sharing 3
Identifying how COVID-19-related misinformation reacts to the announcement of the UK national lockdown: An interrupted time-series study Misinformation 3
Examining the power of the social imaginary through competing narratives of data ownership in health research. Data sharing 3
Evaluation of patient perception towards dynamic health data sharing using blockchain based digital consent with the Dovetail digital consent application: A cross sectional exploratory study. Data sharing 3
Ethics-Based Auditing of Automated Decision-Making Systems: Nature, Scope, and Limitations Automated decision making 3
Equipping Learners to Evaluate Online Health Care Resources: Longitudinal Study of Learning Design Strategies in a Health Care Massive Open Online Course Misinformation 3
Developing Open Science In Africa: Barriers, Solutions and Opportunities Data sharing 3
Determinants of Real-Time fMRI Neurofeedback Performance and Improvement: a Machine Learning Mega-Analysis Data sharing 3
Detecting fake news on Facebook: The role of emotional intelligence. Misinformation 3
Defining service catchment areas in low-resource settings Data sharing 3
Data/infrastructure in the smart city: Understanding the infrastructural power of Citymapper app through technicity of data: Data infrastructure 3
Data Sharing While Using a Closed-Loop System: Qualitative Study of Adolescents' and Parents' Experiences and Views. Data sharing 3
Considerations for a More Ethical Approach to Data in AI: On Data Representation and Infrastructure. Data infrastructure 3
Adaptive learning of aggregate analytics under dynamic workloads Data infrastructure 3
A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT. Data sharing 3
Trust, Identity, Privacy, and Security Considerations for Designing a Peer Data Sharing Platform Between People Living With HIV Data sharing 2
Transparency of COVID-19 vaccine trials: decisions without data. Data sharing 2
Towards a unified data infrastructure to support European and global microbiome research: a call to action Data infrastructure 2
The role of digital presence and investment network signals on the internationalisation of small firms Digital economy 2
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector. Data sharing 2
The European Genome-phenome Archive in 2021. Value of data 2
The Deep-Time Digital Earth program: data-driven discovery in geosciences. Data infrastructure 2
The challenges and opportunities of mental health data sharing in the UK. Data sharing 2
Surveillance of Noncommunicable Disease Epidemic Through the Integrated Noncommunicable Disease Collaborative Management System: Feasibility Pilot Study Conducted in the City of Ningbo, China. Data sharing 2
Spatially shaped imaginaries of the digital economy Digital economy 2
Smart Distributed Ledger Technologies in Industry 4.0: Challenges and Opportunities in Supply Chain Management Data sharing 2
Scaling Up Malaria Elimination Management and Leadership: A Pilot in Three Provinces in Zimbabwe, 2016-2018 Data sharing 2
Research using free text data in medical records could benefit from dynamic consent and other tools for responsible governance Data sharing 2
Research data sharing behaviour of engineering researchers in Norway and the UK: uncovering the double face of Janus Data sharing 2
Public-Private Partnerships: Compound and Data Sharing in Drug Discovery and Development. Data sharing 2
Proposed Forensic Guidelines for the Investigation of Fake News Misinformation 2
OHARS@RecSys - Recommender Systems and Misinformation: The Problem or the Solution? Misinformation 2
Misinformation Concerns and Online News Participation among internet Users in India Misinformation 2
MIE - A Blockchain-Based Healthcare Platform for Secure Personalised Data Sharing. Data sharing 2
Media content analysis of general practitioners' reactions to care.data expressed in the media: what lessons can be learned for future NHS data-sharing initiatives? Data sharing 2
Learning from disease registries during a pandemic: Moving toward an international federation of patient registries Data sharing 2
Investigating Mental Health Service User Opinions on Clinical Data Sharing: Qualitative Focus Group Study Data sharing 2
Internet Shutdowns in Africa| The Changing Landscape of Internet Shutdowns in Africa — Introduction Misinformation 2
ID-based user-centric data usage auditing scheme for distributed environments Data sharing 2
How mHealth can facilitate collaboration in diabetes care: qualitative analysis of co-design workshops. Data sharing 2
High-Level Design and Rapid Implementation of a Clinical and Non-clinical Blockchain-Based Data Sharing Platform for COVID-19 Containment Data sharing 2
Harmonizing research outcomes for polycystic ovary syndrome (HARP), a marathon not a sprint: current challenges and future research need. Data sharing 2
Governance of research consortia: challenges of implementing Responsible Research and Innovation within Europe. Data sharing 2
Fully Homomorphically Encrypted Deep Learning as a Service Data sharing 2
Fostering global data sharing: highlighting the recommendations of the Research Data Alliance COVID-19 working group. Data sharing 2
Explaining the Principles to Practices Gap in AI Misinformation 2
Evolution or revolution? Distributed ledger technologies in financial services Data sharing 2
Emerging reporting and verification needs under the Paris Agreement: How can the research community effectively contribute? Data sharing 2
ECIR (2) - Detecting and Forecasting Misinformation via Temporal and Geometric Propagation Patterns. Misinformation 2
Digital Deception: Cyber Fraud and Online Misinformation Misinformation 2
Development of Russia’s Regions in the Conditions of the Digital Economy: Management, Effectiveness, and Competitiveness Digital economy 2
Determinants of Infodemics During Disease Outbreaks: A Systematic Review. Misinformation 2
DCOSS - Sharing Beyond Peer-to-peer Trading: Collaborative (Open) Business Models as a Pathway to Smart Circular Economy in Electricity Markets Data sharing 2
Data management for platform-mediated public services: Challenges and best practices Digital economy 2
Conceptualising value creation in data-driven services: The case of vehicle data Data sharing 2
COMPSAC - TRUSTD: Combat Fake Content using Blockchain and Collective Signature Technologies Misinformation 2
Common data elements for predictors of pediatric sepsis: A framework to standardize data collection. Data sharing 2
Challenges with tracing patients on antiretroviral therapy who are late for clinic appointments in rural South Africa and recommendations for future practice Data infrastructure 2
BSCI - A Security and Privacy Focused KYC Data Sharing Platform Data sharing 2
appXchain: Application-Level Interoperability for Blockchain Networks Data sharing 2
A Survey on Automated Fact-Checking. Misinformation 2
A study protocol of qualitative data sharing practices in clinical trials in the UK and Ireland: towards the production of good practice guidance [version 1; peer review: 2 approved] Data sharing 2
A self-organizing, living library of time-series data. Data sharing 2
A Lightweight Post-Quantum Lattice-Based RSA for Secure Communications Data sharing 2
A climate service for ecologists: sharing pre-processed EURO-CORDEX regional climate scenario data using the eLTER Information System Data infrastructure 2
“Ethics When You Least Expect It”: A Modular Approach to Short Course Data Ethics Instruction Data ethics 2
Why Debunking Misinformation Is Not Enough to Change People's Minds About Vaccines Misinformation 1
WebSci (Companion) - Defining Data Literacy Communities by Their Objectives: A Text Mining Analysis Data literacy 1
Use of Data to Understand the Social Determinants of Depression in Two Middle-Income Countries: the 3-D Commission. Data sharing 1
Unifying the UK’S Data for Respiratory Science: BREATHE, The Health Data Research UK (HDR UK) Respiratory Health Data Research Hub Data sharing 1
UMAP (Adjunct Publication) - On the Benefits and Security Risks of a User-Centric Data Sharing Platform for Healthcare Provision Data sharing 1
Traceability Approaches for Marine Genetic Resources Under the Proposed Ocean (BBNJ) Treaty Data sharing 1
Too little too late?: An exploration and analysis of the inadequacies of antitrust law when regulating GAFAM data-driven mergers and the potential legal remedies available in the age of Big Data Digital economy 1
The Internet and public policy: Future directions Digital economy 1
The ethics of data sharing and biobanking in health research. Data sharing 1
THE DATAFICATION OF CHILDHOOD: EXAMINING CHILDREN’S AND PARENTS’ DATA PRACTICES, CHILDREN’S RIGHT TO PRIVACY AND PARENTS’ DILEMMAS Data sharing 1
The COVID19 infodemic. The role and place of academics in science communication. Misinformation 1
The Chagas disease study landscape: A systematic review of clinical and observational antiparasitic treatment studies to assess the potential for establishing an individual participant-level data platform. Data sharing 1
The age of surgical operative video big data - My bicycle or our park? Data rights 1
Support for Financial Decision-Making Data sharing 1
Social Media Big Data: The Good, The Bad, and the Ugly (Un)truths Misinformation 1
Social Media and Health Misinformation During the US COVID Crisis Misinformation 1
SIGMOD Conference - Querying Shared Data with Security Heterogeneity Data sharing 1
Sequencing-based genome-wide association studies reporting standards Data sharing 1
Routinely collected data and patient-centred research in anaesthesia and peri-operative care: a narrative review Data sharing 1
Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems Automated decision making 1
Restrictions on Privacy and Exploitation in the Digital Economy: A Market Failure Perspective Digital economy 1
Researching with Data Rights Data infrastructure 1
Research on the move: exploring WhatsApp as a tool for understanding the intersections between migration, mobility, health and gender in South Africa. Data sharing 1
Remove obstacles to sharing health data with researchers outside of the European Union. Data sharing 1
Reinforcement Learning for Edge Device Selection using Social Attribute Perception in Industry 4.0 Data sharing 1
Real-World Trajectory Sharing with Local Differential Privacy. Data sharing 1
Protocol for the development of a repository of individual participant data from randomised controlled trials conducted in adult care homes (the Virtual International Care Homes Trials Archive (VICHTA)). Data sharing 1
Progress Towards Using Linked Population-Based Data For Geohealth Research: Comparisons Of Aotearoa New Zealand And The United Kingdom. Data infrastructure 1
Privacy Preserving Text Recognition with Gradient-Boosting for Federated Learning. Data sharing 1
Privacy Accountability and Penalties for IoT Firms Data sharing 1
Pond Acoustic Sampling Scheme: A draft protocol for rapid acoustic data collection in small waterbodies. Data sharing 1
Perspectives of different stakeholders on data use and management in public health emergencies in sub-Saharan Africa: a meeting report Data sharing 1
Perceptions of anonymised data use and awareness of the NHS data opt-out amongst patients, carers and healthcare staff. Data sharing 1
Pediatric Cancer Data Commons: Federating and Democratizing Data for Childhood Cancer Research Data sharing 1
Patient and family support in the era of fake e-medicine: food for thought from an international consensus panel Misinformation 1
Overview of retrospective data harmonisation in the MINDMAP project: Process and results Data infrastructure 1
Opportunities, risks and challenges in global mental health and population neuroscience: a case of Sino-German cooperation. Data sharing 1
Opportunities for Understanding MS Mechanisms and Progression With MRI Using Large-Scale Data Sharing and Artificial Intelligence. Data sharing 1
Opening a "Can of Worms" to Explore the Public's Hopes and Fears About Health Care Data Sharing: Qualitative Study. Data sharing 1
Open science, data sharing and solidarity: who benefits? Data sharing 1
New Forms of Data and New Forms of Opportunities to Monitor and Tackle a Pandemic Misinformation 1
Multi-stage News-Stance Classification Based on Lexical and Neural Features Misinformation 1
Misinformation: tech companies are removing ‘harmful’ coronavirus content – but who decides what that means? Misinformation 1
Misinformation Policy in Sub-Saharan Africa : From Laws and Regulations to Media Literacy Misinformation 1
Linguistic drivers of misinformation diffusion on social media during the COVID-19 pandemic Misinformation 1
Leveraging external data in the design and analysis of clinical trials in neuro-oncology. Data sharing 1
Learning from each other in the COVID-19 pandemic Misinformation 1
Leading by Science' through Covid-19: The NHS data store & automated decision-making Automated decision making 1
KYChain: User-Controlled KYC Data Sharing and Certification. Data sharing 1
Informing prevention of stillbirth and preterm birth in Malawi: development of a minimum dataset for health facilities participating in the DIPLOMATIC collaboration. Data infrastructure 1
INDIN - knowlEdge Project –Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0 Data infrastructure 1
Incorporating RDA Outputs in the Design of a European Research Infrastructure for Natural Science Collections Data infrastructure 1
IEEE Conf. on Intelligent Systems - Making Decision on Sharing Forensic Data with the Fuzzy Logic Approach Data sharing 1
ICPR - Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning Automated decision making 1
How much does quality matter: the value of data. Value of data 1
Healthcare Data Management by Using Blockchain Technology Data sharing 1
HCI (3) - Pathway to a Human-Values Based Approach to Tackle Misinformation Online Misinformation 1
Governance mechanisms for sharing of health data: An approach towards selecting attributes for complex discrete choice experiment studies Data sharing 1
Genome Profiling of SARS-CoV-2 in Indonesia, ASEAN and the Neighbouring East Asian Countries: Features, Challenges and Achievements Data sharing 1
For Richer, for Poorer - The Digital Economy: An Interview With Geoffrey Goodell [Interview] Digital economy 1
Exploring the opportunities for alignment of regulatory postauthorization requirements and data required for performance-based managed entry agreements. Data sharing 1
Exploring data-in-use: the value of data for Local Government Data sharing 1
Even in Sweden?: Misinformation and elections in the new media landscape Misinformation 1
Ethics-based auditing of automated decision-making systems: intervention points and policy implications Automated decision making 1
Ethical issues in computational pathology Data ethics 1
Establishing and theorising data analytics governance: a descriptive framework and a VSM-based view Value of data 1
Efficient, Revocable and Privacy-preserving Fine-grained Data Sharing with Keyword Search for the Cloud-assisted Medical IoT System. Data sharing 1
EDBT - Cost Estimation Across Heterogeneous SQL-Based Big Data Infrastructures in Teradata IntelliSphere. Data infrastructure 1
DigiTranScope: the governance of digitally-transformed society Digital economy 1
Digital Transformation and Sustainable Oriented Innovation: A System Transition Model for Socio-Economic Scenario Analysis Digital economy 1
Digital platforms and development: a survey of the literature Digital economy 1
Digital Media Landscape in Brazil: Political (Mis)Information and Participation on Facebook and WhatsApp Misinformation 1
Digital Citizenship in the Age of Datafication Data infrastructure 1
Developing an ethical framework for asymptomatic COVID-19 testing programmes in higher education institutions Data sharing 1
Designing citizen science for water and ecosystem services management in data-poor regions: Challenges and opportunities Data sharing 1
Democratizing health system data to impact social and environmental health contexts: a novel collaborative community data-sharing model. Data sharing 1
Democratising the Digital Revolution: The Role of Data Governance Data sharing 1
Democratic Policy-making for Misinformation Detection Platforms by Git-based Principles Misinformation 1
Data-driven secure, resilient and sustainable supply chains: gaps, opportunities, and a new generalised data sharing and data monetisation framework Data sharing 1
Data sharing: experience of accessing individual patient data from completed randomised controlled trials in vascular and cognitive medicine. Data sharing 1
Data sharing in PredRet for accurate prediction of retention time: Application to plant food bioactive compounds. Data sharing 1
Data Mining and Analysis of Scientific Research Data Records on COVID-19 Mortality, Immunity, and Vaccine Development - In the First Wave of the COVID-19 Pandemic Data sharing 1
Data Brokers Co-Opetition Data sharing 1
Crowdfunding Campaigns and COVID-19 Misinformation. Misinformation 1
Cooperative Innovation Behavior Based on Big Data Data sharing 1
Concerns over the spread of misinformation and fake news on social media – challenges amid the coronavirus pandemic Misinformation 1
CISIS - Multi-stage News-Stance Classification Based on Lexical and Neural Features. Misinformation 1
CHI Extended Abstracts - User Experience for Multi-Device Ecosystems: Challenges and Opportunities Data sharing 1
Centering the Law in the Digital State Automated decision making 1
Building accountability into the Internet of Things Digital economy 1
Boundary Spanning in a Digital World: The Case of Blockchain Digital economy 1
Bioinformational diplomacy: Global health emergencies, data sharing and sequential life Data sharing 1
Beware of the pendulum swing: How leaders can sustain rapid technology innovation beyond the COVID-19 crisis Data sharing 1
Bad Faith, Bad Politics, and Bad Consequences: The Epistemic Harms of Online Deceit Misinformation 1
Anonymity in EU Health Law: Not an Alternative to Information Governance. Data sharing 1
An Ongoing Infodemic: How People in Eight Countries Access News and Information about Coronavirus a Year into the Pandemic Misinformation 1
AI applications of data sharing in agriculture 4.0: A framework for role-based data access control Data sharing 1
Advancing data science in drug development through an innovative computational framework for data sharing and statistical analysis. Data sharing 1
Adapting breastfeeding support in areas of socio-economic deprivation: a case study approach. Data sharing 1
ABZ - Account and Transaction Protocol of the Open Banking Standard Data sharing 1
A survey on the attitudes of parents with young children on in-home monitoring technologies and study designs for infant research. Data sharing 1
A Review of Regulatory Frameworks Governing Biobanking in the Low and Middle Income Member Countries of BCNet. Data sharing 1
A Privacy-Preserving Federated Learning for Multiparty Data Sharing in Social IoTs Data sharing 1
A Privacy-Preservation Framework Based on Biometrics Blockchain (BBC) to Prevent Attacks in VANET Data sharing 1
A global omics data sharing and analytics marketplace: Case study of a rapid data COVID-19 pandemic response platform Data sharing 1
A Conceptual Model for Participants and Activities in Citizen Science Projects Data sharing 1
"There Is No Link Between Resource Allocation and Use of Local Data": A Qualitative Study of District-Based Health Decision-Making in West Bengal, India. Data sharing 1
title keyword citations

Data Sourced from The Lens

Total citations for each keyword in The Lens (Jan 2020–Feb 2022)

keyword citations publications
Data sharing 1409 336
Misinformation 1341 136
Digital economy 107 75
Data infrastructure 268 44
Value of data 104 41
Automated decision making 56 19
Data ethics 22 16
Data literacy 14 12
Data rights 2 4
Digital trade 0 2
keyword citations publications

Data Sourced from The Lens

These two tables show the top articles in the Lens dataset based on citation count. Of the 20 most-cited articles within the Lens dataset it is perhaps not surprising that so many are related to ‘data sharing’ and ‘misinformation’. Data sharing was one of the most general terms within our set of keywords and misinformation has been relevant throughout the Covid-19 pandemic. Zooming out, the total number of publications and citation count by keyword paint a familiar picture. ‘Data sharing’ and ‘misinformation’ are the most common keywords by some distance. While ‘digital trade’ and ‘digital rights’ are by some distance the least common.

We think there are two reasons for the vast spread of these keywords. Firstly, in the cleaning and culling process, we found it easier to target relevant articles with specific but widely used terminology, like ‘digital economy’, or ‘data ethics’. Whereas it was quite difficult for incredibly broad terms like ‘data sharing’ or ‘misinformation’, which meant that more edge cases made it into the dataset. Secondly, broader terms like ‘data sharing’ and ‘misinformation’ returned many more hits than more specific or emerging keywords like ‘data rights’, and ‘digital trade’, further compounding the first point.

Given the popularity of these two keywords – ‘data sharing’ and ‘misinformation’, we used the VOSviewer software to look more closely at the landscape for research of the publications tagged with these keywords. The map for ‘data sharing’ is very similar to the map for the entire dataset, indicating the breadth of content that a broad search term like ‘data sharing’ encompases. On the other hand, misinformation is much more focused on the pandemic, with a big cluster of big circles dedicated to it.

Data sharing (320 publications)

Explore the ‘data sharing’ diagram here

Misinformation (119 publications)

Explore the ‘misinformation’ diagram here

Airtable views for each data-related keyword

The links below are reading lists (hosted in Airtable, an online relational database app) of the most-cited academic articles for each of our 10 data-related keywords over the past two years with the results ranked by the number of citations. We hope people who are interested in specific data-related topics will find them useful as curated reading lists.

A study of the emerging field of data-related research