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1 min readExecutive Guide

Executive Guide

Research Summary: A Scoping Review of Methods to Measure the Energy and Carbon Footprint of Web Tracking and Advertising

Original authors
Attribution requires verification
Original source
arXiv — Computers and Society
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
28 August 2026
Last updated
22 September 2026
Reading time
1 min
Publication type
Executive Guide
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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A recent scoping review of academic literature identifies five distinct methodological approaches for measuring the energy and carbon footprint associated with web tracking and advertising. Despite growing attention to the environmental impact of the Information and Communication Technology (ICT) sector, research in this specific area remains fragmented with inconsistent terminology, highlighting a need for more unified measurement strategies.

Why it matters

Understanding and accurately measuring the environmental impact of digital activities, such as web tracking and advertising, is crucial for developing sustainable digital strategies. This research highlights the current challenges in measurement consistency, which can impede effective policy-making and corporate accountability regarding carbon emissions in the digital economy.

Key insights

  • The environmental impact of web tracking and advertising is a growing concern within the broader context of the ICT sector's increasing carbon footprint.
  • Academic scholarship on measuring this impact is dispersed across various disciplines and lacks consistent terminology.
  • The review analyzed 15 papers, identifying five primary methodological approaches: ad blocking, controlled environment, replaying ads, traffic flow analysis, and literature-derived estimation.
  • The initial structured search on Google Scholar identified 46 articles, which was refined to a final corpus of 15 papers for detailed analysis.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2608.19495

Citation

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Verification ID
ASA-EXG-2026-00764
Version
v1.0 · r0
Issued
28 August 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
A Scoping Review of Methods to Measure the Energy and Carbon Footprint of Web Tracking and Advertising
Original authors
Attribution requires verification
Original source
arXiv — Computers and Society
Provenance status
Attribution requires verification
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Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.

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