The impact of the General Data Protection Regulation (GDPR) on online tracking

This study explores the impact of the General Data Protection Regulation (GDPR) on online trackers—vital elements in the online advertising ecosystem. Using a difference-in-differences approach with a balanced panel of 294 publishers, it compares publishers subject to the GDPR with those unaffected (the control group). Drawing on data from WhoTracks.me , which spans 32 months from May 2017 to December 2019, it analyzes how the number of trackers used by publishers changed before and after the GDPR. The findings reveal that although online tracking increased for both groups, the rise was less significant for EU-based publishers subject to the GDPR. Specifically, the GDPR reduced about four trackers per publisher, equating to a 14.79 % decrease compared to the control group. The GDPR was particularly effective in curbing privacy-invasive trackers that collect and share personal data, thereby strengthening user privacy. However, it had a limited impact on advertising trackers and only slightly reduced the presence of analytics trackers.

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Publication Details

Journal
International Journal of Research in Marketing
Published
2025-03-11
DOI
https://doi.org/10.1016/j.ijresmar.2025.03.002
Citations
17
Primary Topic
Privacy, Security, and Data Protection
Type
article
Field-Weighted Citation Impact
67.22

Funders

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article

The impact of the General Data Protection Regulation (GDPR) on online tracking

Karlo Lukic, Bernd Skiera, Klaus M. Miller
17 citations
International Journal of Research in Marketing
Privacy, Security, and Data Protection
67.22
article

The impact of the General Data Protection Regulation (GDPR) on online tracking

Karlo Lukic, Bernd Skiera, Klaus M. Miller
article en
17 citations

Abstract

This study explores the impact of the General Data Protection Regulation (GDPR) on online trackers—vital elements in the online advertising ecosystem. Using a difference-in-differences approach with a balanced panel of 294 publishers, it compares publishers subject to the GDPR with those unaffected (the control group). Drawing on data from WhoTracks.me , which spans 32 months from May 2017 to December 2019, it analyzes how the number of trackers used by publishers changed before and after the GDPR. The findings reveal that although online tracking increased for both groups, the rise was less significant for EU-based publishers subject to the GDPR. Specifically, the GDPR reduced about four trackers per publisher, equating to a 14.79 % decrease compared to the control group. The GDPR was particularly effective in curbing privacy-invasive trackers that collect and share personal data, thereby strengthening user privacy. However, it had a limited impact on advertising trackers and only slightly reduced the presence of analytics trackers.

International Journal of Research in MarketingVol. 43(1)
Goethe University Frankfurt (DE), Deakin University (AU), European Society for Blood and Marrow Transplantation (FR), HEC Paris (FR)
European Research Council
Decent work and economic growth
Openalex Percentile: Top 0%
Privacy, Security, and Data Protection
67.22
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The impact of the General Data Protection Regulation (GDPR) on online tracking — Karlo Lukic, Bernd Skiera, et al. · International Journal of Research in Marketing (2025) | TGRS Research Map | TGRS