Methodological core

SPA Methodology

Signal Pattern Analysis (SPA) is the methodological core of TESPA. It enables the transition from separate events, statements and decisions to structured interpretation of signals, patterns, scenarios and architectural change.

  1. Fact
  2. Signal
  3. Type / Subtype
  4. Function
  5. Pattern
  6. Scenario
  7. Architecture
Framework

What is SPA?

SPA is an adaptive analytical framework for identifying, classifying and interpreting strategic signals across complex international and geopolitical environments.

Unlike ordinary event description, SPA asks not only “what happened?”, but also:

  • why this event has analytical significance
  • in what form the signal appears
  • what function it performs
  • whether this logic is repeated in other signals
  • what pattern may be forming
  • which scenario this signal supports or weakens
  • whether it changes roles, rules, nodes or mechanisms of the international system
Cumulative synthesis

Core analytical progression

SPA works through a gradual transition from observation to strategic interpretation.

  1. 01

    Fact

    What happened or was stated.

  2. 02

    Signal

    Why this event has analytical significance.

  3. 03

    Type / Subtype

    In what form the signal appears and through which instrument or channel.

  4. 04

    Function

    What the signal does within the system of interaction among actors.

  5. 05

    Pattern

    Whether this logic is repeated and forms a stable behavioural configuration.

  6. 06

    Scenario

    Which possible trajectory of development the signal supports or weakens.

  7. 07

    Architecture

    How the signal or pattern changes roles, rules, mechanisms or nodes of the system.

Signal types

In what form does a signal appear?

Signal type is the broadest analytical category, showing the form or nature in which a signal appears. It answers the question: in what form does this signal appear?

  • 01

    Rhetorical

    A change in wording, tone, emphasis or public position of an actor.

  • 02

    Institutional

    A decision, procedure, body, meeting format, document or official mechanism.

  • 03

    Diplomatic

    Contacts, negotiations, mediation, visits or communication channels.

  • 04

    Military-security

    Actions, statements or decisions in force, defence, containment or security.

  • 05

    Economic

    Sanctions, trade, tariffs, assets, resources or financial restrictions.

  • 06

    Normative

    References to rules, law, legitimacy, order, status or principles of the system.

  • 07

    Informational

    Media placement, information injection, narrative amplification, leaks or promotion of an interpretation.

  • 08

    Technological

    Restriction, control or development of technologies, infrastructure or critical resources.

  • 09

    Legal

    Court decisions, legal procedures, claims, international-law arguments or a change of legal regime.

The type does not show what the signal does within the system — that is the task of the signal function. Type answers “in what form does the signal appear?”, function answers “what does this signal do?”.

Signal function

What does the signal do?

Signal function is what the signal does within the system of interaction. The same type of signal may perform different functions — an economic signal may serve containment, bargaining, punishment, adaptation or preparation for negotiations.

  • pressure
  • containment
  • coercion
  • bargaining
  • testing
  • de-escalation
  • escalation
  • adaptation
  • consolidation
  • stabilisation
  • delegitimisation
  • legitimisation
  • coordination
  • boundary signalling
  • status preservation
  • opening a channel
  • institutional anchoring

Function is the central element of SPA classification: type shows the general nature of the signal, subtype specifies the form, and function explains its analytical role.

Classification format

type / subtype — function (+ context)

In the working SPA format, type, subtype, function and context are written in one line. Context is an additional clarification of the specific logic in which the signal operates — it should not duplicate the function.

  • economic / sanctions pressure — containment (+ closing circumvention channels)
  • diplomatic / indirect negotiation channel — de-escalation (+ Omani mediation)
  • rhetorical / rhetorical inflection — testing (+ China as a potential stabiliser)
  • normative / contestation of legitimacy — delegitimisation (+ blocking the European role)
Signal subtype

Through what exactly does it appear?

Signal subtype specifies the concrete instrument, channel or form through which the signal type appears. Simply writing “economic signal” is not enough — it should show through what exactly it appears.

  • rhetorical / rhetorical inflection
  • rhetorical / public threat
  • diplomatic / negotiation channel
  • diplomatic / mediation
  • institutional / creation of a mechanism
  • economic / sanctions pressure
  • military-security / security guarantee
  • normative / contestation of legitimacy
  • technological / control of critical technologies
  • legal / change of legal regime
Patterns

Recurring logic of behaviour

A pattern is a recurring logic of behaviour or interaction that forms through the accumulation of signals. One signal is rarely sufficient; when similar signals recur, they may indicate a stable model of actor behaviour or a change in the configuration of interaction.

  • dual signalling
  • managed competition
  • institutional adaptation
  • crisis bargaining
  • normative delegitimisation
  • cost expansion through multi-domain competition
  • gradual formation of an access regime
  • accumulation of assets of necessary participation

A pattern should not be confused with type or function: type shows the form of the signal, function shows what it does, and pattern shows what recurring logic it supports.

Scenarios

Possible trajectories, not predictions

A scenario in SPA is not a prediction in a rigid sense. It is a possible trajectory of development supported or weakened by a set of signals and patterns. SPA does not claim a scenario will necessarily materialise — it shows:

  • which signals support the scenario
  • which signals contradict it
  • which conditions may make it more likely
  • which indicators should be monitored further
Architectural assessment

From signals to system change

Architectural assessment is the transition from signal and pattern analysis to understanding changes in the international system. It is what allows monitoring to become strategic understanding. At this level, SPA / TESPA analyses:

  • whether actor roles are changing
  • whether rules are being contested
  • whether new mechanisms of influence are emerging
  • whether the significance of a particular node is changing
  • whether a new regime of interaction is forming
  • whether competition is moving into another phase
Ecosystem

How SPA connects to TESPA

SPA is the methodological engine of TESPA. It provides the operational level: how to work with signals, how to classify them, how to detect patterns and how to move towards scenario and architectural interpretation.

TESPA is the broader ecosystem — monitoring, SPA methodology, weekly and system-level synthesis, research, analytical products, archive, the School, publications and methodological evolution. SPA is responsible for the analytical logic; TESPA, for the broader system of producing, accumulating and transmitting knowledge.

Methodological principle

Keep the layers distinct

The main principle of SPA is that type, subtype, function, context, pattern and architectural meaning should not be mixed. This distinction makes SPA precise, transparent and suitable for system-level analysis.

  • Type in what form does the signal appear?
  • Subtype through what exactly does the signal appear?
  • Function what does the signal do within the system of interaction?
  • Context in what specific logic does the function operate?
  • Pattern what recurring logic is being formed?
  • Architecture what does this change in the system?
Methodology in practice

SPA is designed not as a static analytical method, but as an evolving interpretive framework capable of adapting to dynamic strategic environments and complex systemic interaction.

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Collaboration

Partner with TESPA

We work with research institutions, policy organisations, and government bodies seeking structured strategic analysis.

  • Commissioned analytical products
  • Institutional research cooperation
  • TESPA School integration

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