[Paper Review] David and Goliath: Privacy Lobbying in the European Union

Jukka Ruohonen|arXiv (Cornell University)|Jun 5, 2019

Political Influence and Corporate Strategies50 references3 citations

TL;DR

This paper investigates power resource disparities in EU privacy lobbying, finding that while average financial and human resources between business interests and civil society groups are similar, absolute resources favor major tech firms overwhelmingly. Despite limited networking among NGOs, business groups dominate through centralized lobbying, with many headquartered in the U.S.—highlighting structural imbalances in digital rights policymaking.

ABSTRACT

The paper examines a question of how much more resources do organized business interests have when compared to resources of civil society groups in the context of privacy lobbying in the European Union (EU). To answer to the question, the paper draws from classical literature on power resources and pluralism. The empirical material comes from a lobbying register maintained by the EU. According to the results, (a) there is only a small difference in terms of the average financial and human resources, but a vast difference when absolute amounts are used. Furthermore, (b) organized business interests are better affiliated with each other and other organizations. Finally, (c) many organized business interests maintain their offices in the United States, whereas the non-governmental organizations observed are mostly European. With these results and the accompanying discussion, the paper contributes to the underresearched but inflammatory topic of privacy politics.

Motivation & Objective

• To analyze the imbalance in power resources between organized business interests (CBAs) and non-governmental organizations (NGOs) in EU privacy lobbying.
• To assess whether structural advantages in financial, human, and organizational resources favor business groups over civil society actors.
• To investigate geographic and networking advantages of CBAs versus NGOs in shaping EU data protection policy.
• To contribute empirical depth to the under-researched field of privacy politics by focusing on tangible power resources rather than discourse alone.
• To challenge assumptions about pluralism in EU governance by exposing resource asymmetries in digital rights advocacy.

Proposed method

• Utilizes the EU’s Transparency Register (TR) as the primary data source for lobbying activity and organizational affiliations.
• Applies a power resources framework from political science to measure financial and human resources of lobbying actors.
• Conducts network-based analysis of organizational affiliations using TR data on formal connections between interest groups.
• Compares absolute resource levels across CBAs and NGOs, focusing on high-impact actors such as major tech firms.
• Analyzes geographic location of headquarters to assess strategic advantages in EU policy influence.
• Combines quantitative resource data with qualitative insights from existing literature on lobbying dynamics and policy outcomes.

Experimental results

Research questions

• RQ1 How do financial and human resource levels compare between organized business interests and civil society organizations in EU privacy lobbying?
• RQ2 To what extent are business interests better networked with other organizations compared to NGOs?
• RQ3 What is the geographic distribution of lobbying organizations, and how does this affect influence in EU privacy policymaking?
• RQ4 How do absolute resource levels of major tech firms compare to the combined resources of all observed NGOs?
• RQ5 To what extent does the imbalance in power resources affect the outcome of privacy legislation in the EU?

Key findings

• While average financial and human resources between CBAs and NGOs are relatively similar, the absolute resource levels of a few major tech firms vastly exceed those of all NGOs combined.
• Organized business interests exhibit significantly stronger inter-organizational affiliations, enabling greater coordination and influence in lobbying networks.
• Many CBAs maintain their headquarters in the United States, granting them strategic advantages in transatlantic policy engagement, whereas NGOs are predominantly European-based.
• Despite limited formal networking, NGOs remain largely isolated in their affiliations, reducing collective influence compared to the coordinated lobbying structures of business groups.
• The power resources imbalance suggests a structural disadvantage for civil society in EU privacy policymaking, even when average resources appear comparable.
• The findings challenge assumptions of pluralist governance in digital rights policy, indicating that resource concentration favors corporate interests over civil society advocacy.