Engagement Analyzer

Transform engagement survey data into actionable insights with trend analysis, priority identification, and targeted intervention design.

When to Use This Skill

• Analyzing survey results

• Identifying engagement drivers

• Prioritizing action areas

• Designing interventions

• Tracking improvement

Methodology Foundation

Based on Gallup Q12 framework and Qualtrics engagement research, combining:

• Driver analysis

• Benchmarking

• Action prioritization

• Intervention design

What Claude Does vs What You Decide

Claude Does You Decide

Analyzes survey data Survey questions

Identifies patterns Data collection

Prioritizes actions Resource allocation

Suggests interventions Implementation

Creates action plans Executive priorities

Instructions

Step 1: Understand Engagement Model

Key Engagement Dimensions:

Dimension What It Measures Example Questions

Purpose Connection to mission "My work has meaning"

Development Growth opportunity "I learn and grow here"

Manager Leadership quality "My manager supports me"

Team Collaboration "My team works well together"

Wellbeing Work-life balance "I can manage my workload"

Recognition Appreciation "I feel valued for my contributions"

Step 2: Analyze Results

Analysis Framework:

Metric Calculation Interpretation

Overall Score Average of all items Health indicator

Favorability % Agree + Strongly Agree Positive sentiment

eNPS Promoters - Detractors Loyalty indicator

Participation Responses / Invited Data reliability

Comparison Points:

• Previous survey (trend)

• Company benchmark

• Industry benchmark

• Team vs. company

Step 3: Identify Priorities

Priority Matrix:

Score Impact Priority

Low High P1 - Critical

Low Medium P2 - Important

Low Low P3 - Monitor

High Any Maintain

Step 4: Design Interventions

Intervention Types:

Level Examples Timeline

Quick Wins Recognition, communication 0-30 days

Process Changes Meeting structure, feedback 30-90 days

Structural Changes Role design, team structure 90+ days

Culture Shifts Values, behaviors 6+ months

Step 5: Create Action Plan

Plan Components:

• Priority area

• Root cause hypothesis

• Proposed intervention

• Success metrics

• Owner and timeline

Examples

Example 1: Full Engagement Analysis

Input:

Analyze these engagement survey results:

Company Overall: 72 (was 68) Participation: 85%

By Dimension (favorability %):

• Purpose: 82%
• Development: 58%
• Manager: 71%
• Team: 76%
• Wellbeing: 54%
• Recognition: 65%

Engineering Dept: 64 overall

• Development: 45%
• Wellbeing: 42%

Sales Dept: 78 overall

• Recognition: 52%

Output:

Employee Engagement Analysis

Executive Summary

Overall Health: Improving (+4 points to 72) Key Wins: Purpose (82%), Team (76%) Critical Areas: Wellbeing (54%), Development (58%) Hot Spots: Engineering (64 overall), Sales Recognition (52%)

Overall Results

Interpretation: Solid improvement across the board. High participation indicates employees feel their voice matters.

Dimension Analysis

Priority Matrix

            HIGH IMPACT
                 │

┌────────────────────┼────────────────────┐ │ P1: CRITICAL │ MAINTAIN │ │ • Wellbeing │ • Purpose │ │ • Development │ • Team │

LOW ├────────────────────┼────────────────────┤ HIGH SCORE│ P2: IMPORTANT │ LEVERAGE │ │ • Recognition │ │ │ • Manager │ │ └────────────────────┴────────────────────┘ LOW IMPACT

Department Deep Dive

Engineering (64 Overall) - NEEDS ATTENTION

Root Cause Hypotheses:

1. Technical debt creating burnout
2. Limited career progression paths
3. On-call burden distributed unevenly

Recommended Actions:

Company-Wide Action Plan

P1: Wellbeing Initiative (54%)

Target: Increase to 65% by next survey

Actions:

P1: Development Initiative (58%)

Target: Increase to 70% by next survey

Actions:

Success Metrics

Example 2: Quick Pulse Analysis

Input:

Analyze this pulse survey (3 questions):

1. "I would recommend this company" - 62% favorable (down 8%)
2. "I have what I need to do my job" - 71% favorable (up 3%)
3. "I feel valued" - 48% favorable (down 12%)

Output:

Pulse Survey Quick Analysis

Summary

Key Finding

Recognition is in crisis - 12-point drop is a red flag. This is likely driving the eNPS decline.

Immediate Actions

Skill Boundaries

What This Skill Does Well

• Analyzing survey patterns

• Prioritizing action areas

• Designing interventions

• Creating action plans

What This Skill Cannot Do

• Access actual survey data

• Know company-specific context

• Replace qualitative research

• Guarantee improvement

Iteration Guide

Follow-up Prompts:

• "Create focus group questions for [area]"

• "Design intervention for [specific issue]"

• "How do we communicate results to [audience]?"

• "What metrics should we track for [initiative]?"

References

• Gallup Q12 Engagement Framework

• Qualtrics Employee Experience

• Culture Amp Engagement Drivers

• Glint People Science

Related Skills

• employee-support

• Ongoing support

• onboarding-guide

• Initial engagement

• churn-prediction

• Turnover risk

Skill Metadata

• Domain: HR Operations

• Complexity: Intermediate-Advanced

• Mode: centaur

• Time to Value: 2-4 hours per analysis

• Prerequisites: Survey data, company context