Papers

Media Coverage vs Public Demand in Lebanon (2026)

A data-driven comparison of media coverage and Google search behavior in Lebanon reveals a major gap between what news reports and what people seek.

Media coverage during armed conflicts tends to focus on military developments. But people living through these periods often search for more immediate concerns, including economic conditions, daily life, and the possibility of leaving the country.

This study compares English-language media coverage of Lebanon with public information demand, using Google search behavior from March 2026.

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Conflict made up 94.9% of news coverage but only 36.9% of search demand, while economy, living conditions, and emigration accounted for 63.1% of demand but just 5.1% of coverage.

Bar chart showing gap between news coverage and search demand in Lebanon (March 2026): conflict dominates coverage, while economy, living, and emigration dominate searches.

The analysis shows a clear divergence between what media emphasized and what people were actively searching for. While news coverage was almost entirely focused on conflict, public information demand was distributed across economic conditions, daily life, and emigration.

Why This Matters

News coverage focused on the war, but public concern was driven by economic pressure, daily life, and leaving the country.

This gap shows that media reporting captured only part of the reality, while the issues people were actively trying to solve remained largely absent from coverage.

Media Coverage vs Information Demand

This analysis compares how topics are distributed in news coverage versus what people in Lebanon actively searched for during the same period.

Key Findings

The analysis reveals a large imbalance between media coverage and public information demand.

Main Results

Initial dataset: 11,623 English-language news articles
Relevant articles after filtering: 2,428
Classified articles used in analysis: 1,894
Time period: March 1–31, 2026

Media Coverage Distribution

Conflict: 94.9%
Living Conditions: 3.5%
Emigration: 1.2%
Economy: 0.4%

Search Demand Distribution

Conflict: 36.9%
Living Conditions: 25.8%
Economy: 24.6%
Emigration: 12.7%

Gap Between Coverage and Demand

Conflict: −58.0 percentage points (over-covered)
Economy: +24.2 percentage points (under-covered)
Living Conditions: +22.3 percentage points (under-covered)
Emigration: +11.5 percentage points (under-covered)

Bar chart showing coverage gap: conflict is over-covered (−58.0pp), while economy (+24.2pp), living (+22.3pp), and emigration (+11.5pp) are under-covered.

These results show that while conflict dominated media coverage, most information demand was focused on non-conflict concerns.

Time Patterns

Search demand for economy and living conditions remained consistently high throughout the month, rather than reacting only to major conflict events. This indicates that non-conflict concerns were persistent, not just event-driven.

Time series chart showing conflict news spikes early in March, while economy, living, and emigration search demand remain steady over time.

This suggests that non-conflict information needs were persistent, not just event-driven.

Methodology

Data for this study were collected from two sources: news coverage and Google search data.

News data were collected using the GDELT Document API for all English-language articles mentioning Lebanon between March 1 and March 31, 2026. The initial dataset contained 11,623 articles. After removing duplicates and applying a two-stage relevance filter, 2,428 relevant articles remained.

Headlines were classified into four categories: Conflict, Economy, Living Conditions, and Emigration. Classification followed a fixed priority rule where causes (e.g., airstrikes) were prioritized over consequences (e.g., displacement). A total of 1,894 articles were included in the final analysis.

Public information demand was measured using Google Trends topic data for searches conducted within Lebanon. Four topics were used as proxies: Hezbollah (Conflict), Lira (Economy), Rent (Living Conditions), and Passport (Emigration). These were queried together to allow direct comparison.

The information gap was calculated as the difference between search share and news coverage share for each category.

A validation test on a sample of 100 headlines showed full agreement between model classifications and human annotations. A robustness check excluding the peak conflict period (March 1–5) produced the same overall results.

Source

This page summarizes the research paper:

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Measuring the Gap Between Media Coverage and Public Information Demand: Evidence from the 2026 Lebanon Conflict
Mohamed Soufan (2026)

Full paper

Measuring the Gap Between Media Coverage and Public Information Demand: Evidence from the 2026 Lebanon Conflict

This study examines the relationship between media coverage and public information demand during the Lebanon conflict in March 2026. Using a dataset of 11,623 English-language news articles collected from the GDELT database and Google Trends data for searches conducted within Lebanon, the study compares the distribution of news coverage across topics with the distribution of public search interest. News headlines were filtered for relevance and classified into four categories: Conflict, Economy, Living Conditions, and Emigration. Public information demand was measured using Google Trends topic data for the same categories. The results show a substantial divergence between news coverage and search interest. Conflict accounted for 94.9% of classified news coverage but only 36.9% of total search interest. In contrast, Economy, Living Conditions, and Emigration together accounted for 63.1% of search demand but only 5.1% of news coverage. Time series analysis indicates that search demand for economic and living conditions remained consistently elevated throughout the month rather than reacting to specific conflict events. These findings were robust to the exclusion of the peak conflict period (March 1-5), with Conflict coverage remaining at 94.9% and the information gap persisting across all three under-covered categories. The findings suggest that during the study period, media coverage of Lebanon was heavily concentrated on military events, while public information demand was distributed across economic conditions, daily life, and emigration. This study contributes to agenda-setting research by providing a quantitative comparison between media agenda and public information demand during an active conflict period.

arXiv.orgMohamed Soufan

Short analysis

Code and data

Pipeline explanation

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