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This Week In Media Measurement episodes
- LLM coders + Australian Internet Observatory: trust beyond clicks
As qualified items dropped to 124 while query hits rose to 3,947, the strongest thread was whether media metrics can prove validity across platforms, algorithms, and audience journeys.
Covers 2026-07-29 to 2026-08-05; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-07-29 – 2026-08-05.
Top papers
- Who to activate next? Predicting influential and susceptible users in social media marketing with CFT-SIS
- Building National Research Infrastructure for Digital Platform Observability at Scale
- CROSS-PLATFORM NEWS JOURNEYS: MAPPING AUDIENCE ENGAGEMENT ACROSS SOCIAL MEDIA, MESSAGING APPS, AND NEWS WEBSITES
- Beyond the Conventional Pipeline: Large Language Models for Social Science Measurement
- The impact of food advertising on children's daily energy intake: does it differ by advertising content, format, or participant characteristics? A cross-over randomised controlled trial.
Themes: social media, consumer behavior, social media marketing, digital marketing, influencer marketing, digital media, media literacy, digital communication
Methods: survey, qualitative, quantitative, case-study, PLS-SEM, cross-sectional
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Premium also covers 10 related news stories, including indiantelevision.com — Reports suggest BARC may resume weekly TV ratings under new TRP rules, cimm-us.org — News - Coalition for Innovative Media Measurement (CIMM), and ppc.land — Ten European media groups launch ad marketplace against 80% Google grip.
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12 min - Can Weibo and Hazard Maps Move Beyond Clicks? Plus: Sales Signals
This week shifts from likes and reposts to whether media metrics can prove reliability, usefulness, audience fit, and downstream consequences.
Covers 2026-07-22 to 2026-07-29; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-07-22 – 2026-07-29.
Top papers
- Formal Verification Frameworks for Social Media Analytics Pipelines
- Beyond unimodal metrics: a multimodal evaluation framework for geo-referenced content on social media
- AI and Media Transformation: Global Adoption, Emerging Trends, and Industry Impacts
- Cross-context evidence on attitudinal and behavioral outcomes in video streaming consumption
- From Linear TV to Curated Media: Challenges for Youth Public Education Media Campaigns and How "The Real Cost" is Adapting.
Themes: social media, consumer behavior, digital media, elementary education, digital marketing, social media marketing, education, misinformation
Methods: survey, qualitative, quantitative, case-study, cross-sectional, Research and Development
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Premium also covers 10 related news stories, including mediapost.com — MRC Issues 'Interim' Guidance On AI In Media Measurement, indiantelevision.com — Reports suggest BARC may resume weekly TV ratings under new TRP rules, and paperboy.fm — This Week In Media Measurement.
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12 min - Can TikTok A/B tests beat spillover? Plus: defensible AI media
New work on TikTok experiments, AI-assisted production, social contagion, and news trust shows measurement shifting from reach counts toward causal, auditable claims.
Covers 2026-07-15 to 2026-07-22; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-07-15 – 2026-07-22.
Top papers
- Precision at Scale: An End-to-End Graph-based Framework for Mitigating Network Interference in TikTok A/B Tests
- A quantitative study on user interaction and brand perception of visual elements in social media advertising driven by deep learning.
- From Personalisation to Agentic Campaigns: Modern Marketing Techniques Using Artificial Intelligence in the Indian Context
- From “Is It Real?” to “Is It Defensible?”: Governing AI-Assisted Media Production
- Challenges and Optimized Management of Ideological and Political Content Dissemination in New Media
Themes: social media, digital marketing, elementary education, digital media, learning outcomes, body image, mental health, education
Methods: survey, qualitative, quantitative, Research and Development, case-study, content analysis
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Premium also covers 10 related news stories, including chinamediaproject.org — Tracking Control Archives, economictimes.indiatimes.com — audience measurement guidelines - The Economic Times, and bizbrief.ie — European Media And Telecom Giants Unite To Launch Innovative Ad Marketplace - Biz Brief.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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12 min - Can WeChat diffusion be forecast? Plus: signals beyond clicks
With 134 qualified items and social media leading the theme list, the episode follows attempts to turn WeChat diffusion, influencer ROI, hate classification, and biometric engagement into defensible media measures.
Covers 2026-07-08 to 2026-07-15; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-07-08 – 2026-07-15.
Top papers
- Project Management-Driven Predictive Analytics in Influencer Marketing: A Hybrid Deep Learning Approach for Maximizing Return on Investment
- Profiling Digital Hate: A Multidimensional Measurement Approach Based on the Perspective API
- A dataset of four Decades of Italian TV Commercials: visual, audio, and linguistic feature descriptors.
- AI-Driven Signal Processing Framework for Robust Deepfake Detection and Multimedia Forensic Authentication
- Driving factors of social media article diffusion: Empirical evidence from WeChat
Themes: social media, digital marketing, social media marketing, consumer behavior, elementary education, educational technology, consumer engagement, university students
Methods: survey, quantitative, qualitative, cross-sectional, structural equation modeling, Research and Development
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Premium also covers 10 related news stories, including business-standard.com — I&B ministry expands BARC ratings freeze from news to non-news channels till fresh registration, economictimes.indiatimes.com — audience measurement guidelines - The Economic Times, and emarketer.com — news - Reports, Statistics & Marketing Trends | EMARKETER.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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11 min - TikTok Shop conversion + low-latency streaming
This week moves from counting exposure to checking whether TikTok algorithms, media diets, and streaming instruments can predict or improve real-world outcomes.
Covers 2026-07-01 to 2026-07-08; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-07-01 – 2026-07-08.
Top papers
- The effect of TikTok Shop algorithm and Payday Sale period on conversion rate among Generation Z in Bali
- The Influence of Live Streaming, Brand Image, and Perceived Usefulness of Online Review on Purchase Intention on TikTok Shop
- Comparing the algorithmic fidelity of large language models in predicting human decision making: a case study of vaccination choice
- Trends in exposure to fringe and radical content and groups online
- Toward Robust Low-Latency Live Streaming: Measurement, Prediction, and Rate Adaptation Under Uncertainty
Themes: social media, digital marketing, Generation Z, adolescents, TikTok, digital media, elementary education, student behavior
Methods: survey, qualitative, quantitative, cross-sectional, experimental, case-study
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Premium also covers 10 related news stories, including economictimes.indiatimes.com — audience measurement guidelines - The Economic Times, emarketer.com — news - Reports, Statistics & Marketing Trends | EMARKETER, and pewresearch.org — News Platform Fact Sheet | Pew Research Center.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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12 min - Can TRPs stay credible? Plus: AI beyond self-reports
Media measurement shifts from counting exposure to stress-testing TRP credibility, self-report gaps, algorithmic curation, and the lenses used to track attention at scale.
Covers 2026-06-24 to 2026-07-01; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-06-24 – 2026-07-01.
Top papers
- Mapping the Social Sphere: A Critical Analysis of Big Data Visualization Techniques and Challenges
- Indian Television Rating Point Policy 2026: an overview
- RECOMMENDATION ALGORITHMS: HOW AI SHAPES OUR MEDIA PREFERENCES
- THE DIVERGENCE BETWEEN SUBJECTIVE AND OBJECTIVE DATA IN NEUROMARKETING ADVERTISING RESEARCH: THEORETICAL ANALYSIS AND CONCEPTUAL FRAMEWORK
- Applying Artificial Intelligence to Expand the Measurement Tool Kit in Clinical-Psychological Science: Moving Beyond Self-Reports.
Themes: social media, consumer behavior, digital marketing, digital media, social media engagement, influencer marketing, social media marketing, adolescents
Methods: qualitative, survey, quantitative, content analysis, case-study, PLS-SEM
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Premium also covers 10 related news stories, including indiantelevision.com — MIB asks BARC to waive fees as news ratings freeze continues, leibniz-hbi.de — Reuters Institute Digital News Report, and pewresearch.org — News Platform Fact Sheet | Pew Research Center.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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11 min - Do YouTube comments equal approval? Plus: web-panel bias
New work on Super Bowl halftime comments and web-panel weighting asks whether media measurement is counting attention, approval, or instrument bias.
Covers 2026-06-17 to 2026-06-24; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-06-17 – 2026-06-24.
Top papers
- Engagement without approval: comparing YouTube discourse, interpretive framing, and sentiment integrity of Usher and Kendrick Lamar Super Bowl halftime shows
- Modeling recreational visitation at Bureau of Land Management sites
- Propensity Score Adjustment (PSA)weighting technique for reducing bias in web panel surveys
- Trust, trustworthiness and credibility in corporate social media communication: a TCM-ADO framework-based systematic review
- Ekstraksi Topik dan Deteksi Keberpihakan Portal Berita: Pendekatan Inverted Pyramid Prompting Menggunakan DeepSeek
Themes: social media, digital media, elementary education, digital marketing, public health, mathematics education, adolescents, Generation Z
Methods: survey, quantitative, qualitative, case-study, Research and Development, ADDIE model
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Premium also covers 10 related news stories, including indiantelevision.com — MIB asks BARC to waive fees as news ratings freeze continues, exchange4media.com — Commerce media boom is minting new metrics. But who is counting what matters?, and leibniz-hbi.de — Reuters Institute Digital News Report.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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11 min - Do authenticity cues move purchases? Plus: scarcity signals
From influencer storefronts to loyalty-card stockpiling and CPOM validation, the week asks which social signals survive contact with behavior.
Covers 2026-06-10 to 2026-06-17; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-06-10 – 2026-06-17.
Top papers
- Scarcity Coverage on Media and the Effects on Consumer Over‐Purchasing Behavior
- Mapping E-Cigarette Content on Social Media: A Scoping Review of Methods, AI Applications, and Promotional Strategies.
- Análise do desempenho e engajamento digital em plataformas educacionais: estudo de caso do site educacional edsonandrade1955 (2023-2026)
- Navigating the Influencer Marketplace: Long-Tail Effects and Content Strategies
- When does sponsorship-related content engage fans? Evidence from football clubs on Instagram
Themes: social media, consumer behavior, artificial intelligence, mental health, public health, digital media, Instagram, education
Methods: survey, qualitative, quantitative, case-study, Research and Development, content analysis
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Premium also covers 10 related news stories, including eshap.substack.com — CROSS-SCREEN ATTENTION INDEX: THE FIRST ..., instagram.com — In CTV, reach is easy to measure. Impact is what really ... - Instagram, and iabeurope.eu — Why CTV Measurement Transparency Matters More Than Ever.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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11 min - Do Virtual Profiles Need Trust More Than Polish? Plus: Signals Beyond Clicks
This week’s media measurement turn is from counting exposure to testing whether synthetic personas, AI content, and social commerce can earn trust and show real behavior.
Covers 2026-06-03 to 2026-06-10; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-06-03 – 2026-06-10.
Top papers
- Characteristics of Human-Like Virtual Profiles in Relation to Audience Reach and Engagement on Instagram: Secondary Data Analysis
- Unified Consent in U.S. Sports and Media Analytics: Double Opt-In, Data Governance, and the Reconfiguration of Fan-Centric Marketing
- EXPRESS: Digital Disposal: Self-Perceptions of Online Inauthenticity Promote Social Media Abandonment
- Demystifying the impact of artificial intelligence word-of-mouth (AI-WOM) and knowledge management on social media engagement: comparing Vietnam and China
- When benevolence backfires: trust transfer in Chinese live streaming commerce
Themes: social media, elementary education, digital literacy, student engagement, consumer behavior, educational technology, social media marketing, mathematics education
Methods: quantitative, survey, qualitative, experimental, Research and Development, ADDIE model
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Premium also covers 10 related news stories, including nielsen.com — Nielsen launches Four-Screen Ad Deduplication measurement on ..., adswerve.com — Social media measurement in Google Marketing Platform - Adswerve, and thecurrent.com — In India, advertisers searching for outcomes turn to commerce media.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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11 min - Can Biomarkers Flag Synthetic Video? Plus: HCQ Agenda Flows
Media measurement shifts from counting exposure to testing which signals can explain agenda movement, policy response, purchase intent, and live-sports viewing.
Covers 2026-05-27 to 2026-06-03; 5 free papers from 40 selected papers.
This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
Episode covers 2026-05-27 – 2026-06-03.
Top papers
- Intermedia Agenda-Setting of a Scientific Controversy in the Hybrid Media System: A Cross-Media and Cross-Platform Analysis of Hydroxychloroquine During COVID-19
- Security Risk Analysis and Detection of Suspicious Communications in Social Media Big Data Using Machine Learning
- Emotion beyond boundaries: How multimodal cues foster cross-cultural affective contagion in immersive livestreaming
- AI-Driven Media Agenda Setting and Public Policy Response: Cases from Chinese Grassroots Governance
- Evaluation of Integrated Digital Marketing Communication Strategy in the Ministry of Agriculture's Social Media
Themes: social media, consumer behavior, digital media, digital marketing, educational technology, social media marketing, influencer marketing, purchase intention
Methods: qualitative, survey, quantitative, mixed-methods, case-study, experimental
Premium News
Premium also covers 10 related news stories, including medianews4u.com — BARC Sets New Rules to Strip Landing Page Views from TV Ratings ..., advanced-television.com — Media raises concerns on the Digital Omnibus | Advanced Television, and thecurrent.com — In India, advertisers searching for outcomes turn to commerce media.
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The premium version of this podcast covers all 40 research articles and 10 news stories selected for the episode. Subscribe to the premium podcast.
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12 min
About This Week In Media Measurement
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This Week in Media Measurement tracks research on how media, platforms, and marketing are measured, from social media and web analytics to campaign evaluation, audience behavior, AI-driven content, and privacy-preserving methods.
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