Module 10 · Impact Evaluation

Digital Sentiment Assessment — NIRES media monitoring module

Digital Sentiment Assessment is the tenth NIRES module, in the Impact Evaluation stage. It assesses sentiment movement across 5 social media platforms after activation has run, so an institution can see whether its official communication actually changed the public conversation.

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Module 10

Digital Sentiment Assessment

The NIRES module that assesses how activation moved sentiment across 5 social media platforms, then returns its findings to the database for the next cycle.

Stage: Impact Evaluation
Module: 10

01Where it sits

Digital Sentiment Assessment in the NIRES pipeline

Digital Sentiment Assessment is the tenth NIRES module and the first module of the Impact Evaluation stage. It works after activation has run — primarily after Digital Influence Activation — to assess sentiment movement across 5 social media platforms. The question is a simple one: did official institutional communication change how the public talks about the issue.

The assessment rests on metrics, trends, comparisons and AI-powered executive summaries. What is assessed is not only today's sentiment reading, but how it compares with the period before activation and which way it is moving. Findings are returned to the NIRES Media Monitoring Database through the continuous feedback loop, so the next cycle starts with richer context and sharper response planning.

02How the module works

Input, process and output of Digital Sentiment Assessment

The module closes the execution stage with measurement, then returns its findings to the start of the pipeline.

01
Input
The record of official communication activity from Digital Influence Activation, plus social media conversation data in the NIRES Media Monitoring Database, which provides the pre-activation comparison.
02
Assessment
The module assesses digital sentiment through metrics and trends, then compares it with conditions before activation ran.
03
Executive summary
Results are summarised in an AI-powered executive summary for leadership, public relations teams and analysts.
04
Feedback
Findings are returned to the NIRES Media Monitoring Database and to the analytics stage, so the next response plan starts from measured results.

03Related capabilities

Platform capabilities this module draws on

Impact evaluation & analysis

Measures the effectiveness and impact of media activities through metrics, trends, comparisons and AI-powered executive summaries.

Media & issue monitoring

Sentiment and its distribution are monitored in real time across 5 social media platforms as the basis for assessment.

Artificial intelligence & decision support

AI helps filter data, classify issues and produce summaries, so evaluation does not depend on manual reading.

04Who uses the output

Who acts on these findings

Leadership, to judge whether the communication strategy was on target.
Public relations and communication teams, to improve the next set of messages and channels.
Analysts, who carry the findings into issue analysis for the following cycle.

05Frequently asked questions

Questions about Digital Sentiment Assessment

What is Digital Sentiment Assessment?

It is the NIRES module in the Impact Evaluation stage that assesses sentiment movement across 5 social media platforms after activation has run. It uses metrics, trends, comparisons and AI-powered executive summaries, benchmarked against conditions before activation.

How does it differ from daily sentiment monitoring?

Daily sentiment monitoring shows the current reading. Digital Sentiment Assessment connects sentiment to the activation that was carried out and compares it with the earlier period, so an institution can judge whether its communication response produced a change rather than only describing today's mood.

Where do the results go?

Results are returned to the NIRES Media Monitoring Database through the continuous feedback loop. That database is the source of record for the next cycle, so monitoring, analysis and response recommendations in the earlier stages start from measured experience.

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