Workplace Surveillance Reform

Theme: Beyond Citations

Research Initiative Summary

As digital monitoring and workplace surveillance transform employment, Professor Kirstie Ball of the University of St Andrews Business School turned a European Commission study into policy impact, shaping U.K. data-protection guidance, informing union campaigns, and influencing how Europe now governs algorithmic management, privacy, and ethics at work.

Inspiration for Research Initiative

For more than two decades, Kirstie Ball has examined how surveillance affects people, organizations, and society. She joined the University of St Andrews in 2016 after roles at Aston University, University of Warwick, University of Birmingham, and The Open University. She is a professor of management and co-director and founder of CRISP, the Centre for Research into Information, Surveillance and Privacy, a partnership between the University of St Andrews, the University of Edinburgh, the University of Stirling, Southampton University, and Manchester Metropolitan University. One question drives Ball’s work: How can research help people live and work well in an increasingly digitized world?

When she authored A Report on the Surveillance Society for the U.K. Information Commissioner’s Office (ICO) in 2006, the media coverage was so extensive that it popularized the phrase “surveillance society” and sparked a national conversation. A 2010 follow-up prompted two parliamentary committee inquiries and reinforced Ball’s belief that evidence drives change only when people, policymakers, and practitioners can understand and use it.

Ball turns complex findings into clear, practical guidance for policymakers, organizations, and the public. This commitment to accessibility and public value underpins all her work and guided the development of this project.

In 2021, the European Commission’s Joint Research Centre (JRC) commissioned Ball to tackle a fast-growing problem. Digital monitoring in workplaces had expanded rapidly with the rise of hybrid and remote work, but governance had not kept pace. Regulators lacked a coherent evidence base, employers lacked clear guidance, and workers lacked protections from intrusive oversight.

Working within the European Commission’s JRC Algorithmic Management and Platform Work (AMPWork) program, Ball reviewed 398 publications exploring how digital monitoring and workplace surveillance affect trust, autonomy, and well-being. The final report (JRC125716) set out plain-English policy recommendations for employers and policymakers that aligned with the Organisation for Economic Co-operation and Development (OECD)’s eight privacy principles, were informed by data justice and organizational justice, and strongly emphasized transparency and proportionality.

True to her commitment to accessibility and public value, Ball put the report to work. Responding to the U.K. ICO employee monitoring consultation, she provided a policy brief that translated her European findings into targeted national recommendations. Around the same time, she began supporting the Communication Workers Union, United Tech and Allied Workers (CWU-UTAW), helping the organization design a credible evidence base for its campaign on workplace surveillance.

The research also resonated with technology companies developing workplace analytics tools. Among them was KYP.AI, a German data analytics firm that analyzes work processes to help organizations improve efficiency and performance. KYP.AI recognized the report’s value as an ethical foundation for engaging clients on responsible monitoring and data use across Europe.

This combination of motivation, expertise, and collaboration turned long-standing academic insight into actionable guidance, evidence that could improve regulation, empower workers, and help employers act ethically in a data-driven world.

Description of Research Initiative

Ball’s goal with the study was to turn a European research project into tools that shape policy, guide employers, and strengthen worker protection. After completing the European Commission study, she translated the evidence into policy-ready guidance on digital monitoring and workplace surveillance, creating practical outputs for policymakers and practitioners.

Key Characteristics

• Policy-Ready Guidance: Plain-English recommendations for employers and regulators, designed to inform organizational policy and official guidance.
• Evidence Into Practice: A framework that translates research into actionable steps structured around OECD privacy principles and justice frameworks, with a strong emphasis on transparency and proportionality.
• European Authority and Reach: Backed by the European Commission, the work carries policy weight and ensures that its guidance on digital monitoring and workplace surveillance is credible and applied across Europe.

Methods

• Systematic synthesis of peer-reviewed and gray literature
• Iterative drafting to produce concise explanations and examples
• Direct engagement with the communities best placed to act on the findings

The project’s influence spread through practical pathways that carried evidence directly to users, traveling beyond traditional academic channels.

Policy

In 2022, Ball produced a focused policy brief for the U.K. ICO consultation on monitoring workers. The brief outlined psychosocial risks and argued for transparency and staff consultation as default practices when employers consider monitoring.

• Worker Advocacy: Ball supported the CWU-UTAW as it built a national campaign on surveillance. She advised on survey design, framing, and messaging so the campaign generated credible evidence that influenced employer practice and public debate.
• Industry Engagement: German technology firm KYP.AI adopted Ball’s European Commission report as its core ethical engagement resource. The company uses the report to brief clients on responsible monitoring, embedding its principles into every new-client workshop to promote transparency, fairness, and trust in the use of digital analytics.
• Practitioner Networks: Ball extended reach through European professional bodies, including the National Association of Data Protection Officers and the Data Protection Forum. She developed short resources and talks that explain the evidence and its implications, which these networks circulate to members across borders.

The project arrived at the right moment, speaks in the language of policy and practice, and rests on trusted European infrastructure. Initiation by the European Commission gives it authority. Publication by the Publications Office of the European Union guarantees discoverability. Consultation-focused outputs and union-ready tools meet users where they are. These choices make the work easy to adopt, replicate, and adapt to other national contexts, laying the groundwork for the impact that followed.

Impact of Research Initiative

Policy and Regulators

The European Commission study led to a consultation brief to the U.K. ICO, which informed employee monitoring guidance published in October 2023. The guidance warns that excessive monitoring can undermine privacy and well-being and advises employers to consult staff before implementation.

In an October 2024 testimonial, the ICO said Ball’s work helped them “shape and refine [their] draft guidance into the final product, including input on trust, remote-working risks, and empowering employees.” It highlighted her insights on four elements:

• The impact of monitoring on trust and motivation
• The role of employees in evaluating monitoring processes
• The importance of helping individuals understand and assert data rights
• Post-pandemic issues around remote work and digital monitoring

Early feedback from employers and professional networks suggests that the guidance has increased confidence and consistency in managing workplace monitoring.

Workers and Unions

With Ball’s guidance, the CWU-UTAW ran a 200-respondent survey documenting the human impact of monitoring. Nearly half (48 percent) reported adverse mental health effects. Two-thirds (66 percent) feared monitoring data could be used to justify dismissal. Three-quarters (74 percent) did not know their legal rights. The union published the findings on a campaign microsite, used them in negotiations, and raised public awareness of digital rights at work.

KYP.AI, in developing productivity-mining software, used Ball’s European Commission report to guide its strategy and client engagement. In a signed testimonial, the company said her research “played a quintessential role in shaping [their] strategy towards a transparent organisational culture,” helping a Europe-wide customer base deploy monitoring tools ethically and proportionately.

European Reach

Ball’s research is cited across EU member states, reshaping Europe’s measures and governance of digital monitoring and workplace surveillance. Her framework informed the design of the 2025 survey for AIM-WORK, a company that offers AI management tools. The survey gathered evidence from more than 70,000 workers in all 27 member states and found that nearly all workers (over 90 percent) use digital tools, around a third (30 percent) use AI at work, and more than one in five are managed algorithmically. It also confirmed the psychosocial and organizational risks Ball first identified and embedded her typologies of monitoring and management in EU policy evidence. The results attracted widespread media coverage.

Ongoing Impacts

Adoption and dialogue continue through practitioner bodies and unions, with programs and work building on the project’s guidance. Ball is also shaping international policy and public understanding in multiple roles:

• Expert contributor to the U.S. Government Accountability Office for Congressman Bobby Scott
• Collaborator on a proposed project on algorithmic management with the European Commission Directorate-General for Employment, Social Affairs and Inclusion and Lithuanian consultancy Verian
• Senior advisor to SEISMEC (Supporting European Industry Success Maximization through Empowerment Centered Development), a 10 million EUR (nearly 12 million USD) Horizon Europe project advancing human-centric AI
• Advisor to Denmark’s National Research Centre for the Working Environment
• Consultant to journalist Clément Pouré, author of Les Nouveaux Contremaîtres (2024)
• Advisor to Henry Parkes, principal economist at the Institute for Public Policy Research and co-author of the policy report Watch Me Watching You: Worker Surveillance in the UK After the Pandemic (2023)

Ball’s work has been funded by the U.K.’s Economic and Social Research Council, the Engineering and Physical Sciences Research Council, the Leverhulme Trust, the British Academy, Canada’s Social Sciences and Humanities Research Council, and the European Framework Programme.

Additional Information 

• “Electronic Monitoring and Surveillance in the Workplace,” Joint Research Centre Repository
• “Employment Practices and Data Protection: Monitoring Workers,” Information Commissioner’s Office
• “What Is Employee Surveillance?” United Tech and Allied Workers