Communication Ecology Briefing

Interactive Research Dashboard

This briefing is an observational snapshot of how communication appears to behave around recent LinkedIn activity. It is not a performance review, audit or judgement.

The purpose is to surface communication behaviour worth discussing — and to compare these observations with your own lived experience of your audience. That conversation is the real product; this briefing is simply how we open it.

Research Methodology — how this briefing was built

Evidence Sources

Research Sample

Research Limitations

Research Confidence

Two indicators are used throughout this briefing for different purposes: Research Confidence describes how much weight to place on the snapshot as a whole, while Evidence Strength describes how well-supported each individual observation is. Percentages shown alongside counts are calculated against the relevant total to give each figure context. The aim throughout is understanding, not judgement.

The Research Journey

Research

›

Audience

›

Behaviour

›

Themes

›

Observations

›

Conversation

Step 1 — Research

Research Overview

Headline counts from the research period — each with the context needed to read it correctly.

Step 2 — Audience

Observed Audience Composition

Who appears to be taking part, and how they appear to relate to the expert.

Participant Types

Relationship Types

Geography

Step 3 — Behaviour

Observed Communication Behaviour

How people engage, how deeply, and how the expert appears to respond.

Interaction Types

Conversation Depth

Expert Participation

Step 4 — Themes

Theme Resonance

Which topics appear to generate interaction, and which generate genuinely meaningful conversation.

Interactions by Theme

Meaningful Conversations by Theme

Communication Dynamics

A qualitative read of how the conversation appears to behave.

Overall style

Step 5 — Observations

Research Observations

The primary product of this briefing. Each observation separates what was observed from what it may suggest — for exploration, not diagnosis.

What do Evidence Strength and Pattern Frequency mean?

🟢 Strong Evidence supported by multiple, consistent data points 🟡 Moderate Evidence observable but contains interpretation ⚪ Exploratory interesting, needs more evidence

Pattern Frequency communicates how often a pattern recurred — Observed Once, Occasionally Observed, Repeatedly Observed, or Consistently Observed — separately from how strong the evidence is.

Step 6 — Conversation

Conversation Starters

A few broader prompts to open the discussion — this is where the real insight happens.

Evidence Snapshot

A concise research summary of how each theme's comments behaved, with each count read against its share of the total sample.

Post Theme	Dominant Response Type	Comments Observed	Meaningful Conversations	Research Note

A Note on Scope

What We Couldn't Observe

This briefing only ever sees a slice of the full picture.

This briefing captures only communication that happens publicly, on LinkedIn. It cannot see:

The conversation completes the picture — comparing this snapshot with offline experience is where the real insight tends to surface.

Communication is rarely confined to a single platform.

Many of the most valuable conversations happen in meetings, workshops, referrals, networking events and private discussions.

This briefing captures only the part of the communication ecosystem that can be observed publicly.

The most useful insight comes from comparing these observations with what happens offline.