SIGNAL™ Framework - Research Foundation
Why SIGNAL™. The reasoning behind the framework.
This page explains the theoretical and design rationale behind the SIGNAL™ Framework. It covers why change readiness is multi-dimensional, why the six SIGNAL™ dimensions were selected, and how the framework differs from existing models in intent and architecture.
1. The measurement problem
Change readiness is not a scalar.
The most common approach to assessing change readiness is to produce one overall score. That is intuitive and simple to communicate, but structurally misleading because readiness is a profile rather than a single point.
A change programme can have excellent executive sponsorship and a completely unprepared workforce. It can have a workforce that has been trained thoroughly and no intention of adopting the new way of working. Each of these configurations requires different interventions, and none of them is visible to a single-score assessment.
SIGNAL™ is built from the premise that two programmes with identical overall scores can have completely different readiness profiles and require completely different responses.
Research across organisational change and behaviour change points in the same direction: multiple independent causal factors shape adoption[1],[2],[3]. That is why the overall score exists only as a summary. The six dimension scores are the actual diagnostic instrument.
2. Why these six dimensions
The framework aims for complete causal coverage.
For any change programme where adoption is insufficient, the root cause should be identifiable in at least one of the six dimensions without needing a seventh.
Signal covers understanding[4]. Intent captures genuine motivation[5]. Grounding addresses practical competence[6]. Need measures capacity[7]. Anchoring tests structural reinforcement[8]. Leadership measures active, cascaded sponsorship[9].
What is deliberately excluded is equally important. The framework does not include a project management quality dimension because schedule, budget, and delivery quality do not directly predict whether the people absorbing the change are ready for it.
The framework also does not include culture as a standalone dimension. Cultural factors are captured across Intent, Anchoring, and Leadership rather than abstracted into a separate score that is harder to act on.
3. Design principles
The constraints that governed how the framework was built.
Principle 1 - Simultaneous, not sequential
SIGNAL™ measures all six dimensions simultaneously at every assessment gate. Frameworks that model readiness as a sequential stage progression introduce an artificial linearity that does not reflect how readiness actually develops.
Principle 2 - Group-level, not individual-level
The primary unit of assessment is the stakeholder group, not the individual. Change interventions are designed and delivered at group level, so that is the unit where measurement is most useful.
Principle 3 - Measurement serves intervention, not reporting
Every dimension, question, and threshold is designed to produce information that changes a decision. The critical threshold of 2.5 is there to trigger action, not to decorate a dashboard.
Principle 4 - Platform-native, not practitioner-native
SIGNAL™ is designed to run inside a delivery platform, not inside a consultant's workbook. Structured data outputs make velocity tracking, intervention effectiveness measurement, and predictive scoring possible.
4. Psychometric notes
Scoring design and measurement choices.
SIGNAL™ uses a 5-point balanced Likert scale[10] to retain useful granularity while keeping respondent cognitive load manageable. The neutral midpoint is deliberate because genuine ambivalence is diagnostically relevant in live programmes.
Two questions per instrument use negatively framed phrasing to mitigate acquiescence bias[11] and are reverse-scored before dimension calculation. For assessments with fewer than five respondents, a confidence discount is applied to the overall score.
Group-level scores are calculated as the mean of all respondent scores within the group. Where groups are highly heterogeneous, the framework advises segmenting further rather than averaging across populations with materially different change exposure.
Internal validation during framework development showed that the 12-question SQD diagnostic can understate some dimension deficits relative to the full 30-question instrument. It is therefore useful for directional orientation, not precision diagnosis.
5. Relationship to existing frameworks
Academic observation, not competitive commentary.
ADKAR[12] is a sequential coaching model for individual change journeys. SIGNAL™ is a simultaneous measurement instrument for group-level readiness at programme gates. Kotter[8] is a process prescription. SIGNAL™ measures state. Bridges[13] describes the psychological transition experience — endings, neutral zone, new beginnings — whereas SIGNAL™ measures the readiness state entering that transition. The Prosci Project Change Triangle[14] includes a project management dimension that SIGNAL™ deliberately excludes.
The frameworks are not interchangeable. They operate at different units of analysis, with different assumptions and different primary purposes.
Interpretation boundary
These comparisons are positioned as academic observation, not competitive attack. SIGNAL™ was developed independently and is presented as a distinct methodology with a different unit of analysis and design purpose.
6. References
Sources cited on this page.
Inline markers throughout the page (e.g. [1]) link to the entries below. Where a DOI exists it is the authoritative link; otherwise a publisher or canonical URL is provided.
- [1] A theory of organizational readiness for change. Implementation Science, 4(67). doi.org/10.1186/1748-5908-4-67
- [2] Creating readiness for organizational change. Human Relations, 46(6), 681–703. doi.org/10.1177/001872679304600601
- [3] Change recipients’ reactions to organizational change: A 60-year review of quantitative studies. The Journal of Applied Behavioral Science, 47(4), 461–524. doi.org/10.1177/0021886310396550
- [4] Diffusion of Innovations (5th ed.). Free Press.
- [5] The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. doi.org/10.1016/0749-5978(91)90020-T
- [6] Self-Efficacy: The Exercise of Control. W. H. Freeman.
- [7] Beyond change management: A multilevel investigation of contextual and personal influences on employees’ commitment to change. Journal of Applied Psychology, 92(4), 942–951. doi.org/10.1037/0021-9010.92.4.942
- [8] Leading Change. Harvard Business School Press.
- [9] What does it take to implement change successfully? A study of the behaviors of successful change leaders. The Journal of Applied Behavioral Science, 47(3), 309–335. doi.org/10.1177/0021886311404556
- [10] A technique for the measurement of attitudes. Archives of Psychology, 22(140), 1–55.
- [11] Response styles in marketing research: A cross-national investigation. Journal of Marketing Research, 38(2), 143–156. doi.org/10.1509/jmkr.38.2.143.18840
- [12] ADKAR: A Model for Change in Business, Government and our Community. Prosci Learning Center Publications.
- [13] Managing Transitions: Making the Most of Change. Addison-Wesley.
- [14] Best Practices in Change Management (11th ed.). Prosci Research Hub. www.prosci.com/resources/articles/change-management-best-practices
On completeness
This list is not exhaustive of the literature SIGNAL™ draws from. It cites the sources whose claims are specifically referenced on this page. Additional references may be added as sections expand.
7. IP and version history
Provenance and version record.
| Framework name | SIGNAL™ Framework |
|---|---|
| Version | 1.0 |
| Published | April 2025 |
| Developed by | Echelon Labs |
| Jurisdiction | Republic of Mauritius |
| IP status | Proprietary - all rights reserved |
| Trademark | SIGNAL™ (registration in progress) |
The SIGNAL™ Framework - including its name, acronym, six-dimension model architecture, dimension definitions, assessment question sets, scoring methodology, readiness band definitions, and intervention trigger guidance - is the original intellectual property of Echelon Labs. © 2026 Echelon Labs. All rights reserved. For licensing or partnership enquiries, contact Echelon Labs.