Understanding How Weakness in Governance Can Strengthen Itself

A territory can score poorly on several indicators and still leave an important question unanswered: are the problems hurting state sovereignty acting on their own, or are they working together to create a self-sustaining alternative order?

This question is important. A state may face economic exploitation by armed groups, insecurity, and a loss of public trust all at the same time. But just because these issues exist does not mean they have come together to form a strong system that can keep going even with government action.

The real challenge is to find out not just if sovereignty is weakening, but whether the issues causing that weakening are starting to support each other.

This is what the Convergence Indicator of the Decoupling Sovereignty Index (DSI) looks into.

In earlier parts of this series, we introduced the DSI as a way to measure the gap between a state's official sovereignty and the real situation of authority, security, territorial control, and how institutions function in that area.

We looked at its three diagnostic areas, Money, Land, and Mind, and introduced 19 universal indicators. These indicators help to make territorial decoupling easier to see and understand.

The indicators provide the base measurements. But these measurements alone cannot fully explain how the conditions they show are related to each other.

Two territories might show similar levels of insecurity but face very different problems. In one place, the loss of state authority might be focused in a specific area, while other institutions and territorial setups remain strong. In another place, economic exploitation might fund territorial growth, control of land may allow for harsh rule, and that harsh rule can push the state's ability to manage daily life out of the way.

The second area shows a more complicated issue. Its weaknesses are not just adding up; they are starting to feed off each other.

The DSI’s Convergence Indicator is set up to explore this difference.

From Separate Weaknesses to a Self-Reinforcing System

Sovereign decoupling does not always happen in a straight line. Weakness in one part of governance can stay limited, while another part keeps working.

A state might fight against kidnapping while still controlling agriculture and local dispute solving. It might lose control over a rural area but still keep the trust of the people in its public institutions. Or, it might have a visible security presence but fail to stop the economic exploitation of its citizens.

These are different forms of decoupling, and each one might need a different kind of policy response.

The risk grows when the weaknesses start to support one another.

Imagine a territory where a non-state armed group makes money from kidnapping, extortion, or illegal taxes. The money they make supports their recruitment, weapons, and territorial growth. Control of the area then allows the group to control movement, influence production, limit access to markets, and set rules for residents.

As the group's power grows, it can extract more resources, protect its money-making activities, and punish anyone who resists.

Some residents may go along with it because they fear harm. Others might rely on the group's rules because the formal institutions fail to offer alternatives. Still, others may change their behavior simply because the group has become a part of their daily lives.

This compliance should not be taken to mean they support the group. Still, it can help the group maintain its control.

This relationship is circular.

Economic extraction builds territorial power. Territorial power allows for more extraction. Coercive authority controls behavior, and the response can make it harder to remove the group.

Money strengthens Land, and this affects the Mind through coercion, perceived legitimacy, competing loyalties, and how people see the formal state institutions.

The three areas start to interact as parts of a bigger system.

This is the main idea behind the Convergence Indicator: the importance of decoupling depends not only on how serious individual weaknesses are, but also on whether their interaction creates a stronger alternative order.

Why Convergence Matters

If the indicators are moving in different directions, the resulting pattern may show uneven or sectoral decoupling.

The state may be losing control of a certain economic activity while still being able to protect the surrounding population. It may face insecurity over territory but still have credible institutions. It may also have chances to fix a particular weakness with focused intervention.

In such cases, a policy response can focus on the specific source of the problem while strengthening the institutions that still work.

But when bad conditions across Money, Land, and Mind increasingly support one another, responses aimed at individual issues may not work well.

A military action might disrupt an armed group without breaking down the economic networks that allow it to come back. An economic development program might increase business without protecting traders from extortion. A public campaign might try to rebuild trust while residents still face coercion.

In each case, the intervention tackles a real problem but may leave the links that keep that problem alive largely untouched.

The Convergence Indicator aims to help analysts tell these situations apart.

Its goal is not just to show that several indicators have high scores. Instead, it looks to see if the evidence backs up the idea that negative conditions are interacting in ways that deepen and prolong decoupling.

This means more than just seeing simultaneous decline. Researchers must find the relevant links, determine the direction of the indicators, and apply clear rules to see if the evidence shows a convergence signal.

This distinction is vital for the DSI’s credibility as a measurement tool. High scores across many indicators may point to a serious crisis, but saying that the crisis has become self-reinforcing needs more analysis.

The Event Horizon: When Shadow Authority Becomes Resilient

The DSI uses the term Event Horizon to describe a critical point where a Shadow Order has become strong enough and established enough that formal state action can hardly change its position. This term highlights a potentially important change.

At first, a non-state group may take advantage of a specific weakness in state authority. Its actions may stay limited in area, economically tied to certain opportunities, or vulnerable to targeted action.

As its power grows, though, it may create a wider system of economic extraction, control of the land, and coercive regulation. These abilities can support one another, allowing the group to survive actions that only address one part of its power.

The area may then become harder to recover through standalone security operations or typical development programs.

An Event Horizon, in this analysis, is not just a point where violence hits a certain level. It shows the chance that an alternative order has gained enough internal strength to keep the conditions that support its authority going.

The difference between strength and legitimacy is crucial. A Shadow Order can last without having popular backing. Its survival may rely on force, economic dependence, lack of real alternatives, or the inability of the people to resist safely.

This concept does not mean that recovery becomes impossible after a certain point. Rather, it warns that restoring the situation will need a broader response than just addressing individual issues.

For the DSI to make the Event Horizon concept practical, the methods must clearly define the evidence and decision rules needed to tell apart severe but reversible decoupling from a more established alternative order.

This idea provides an analytical framework to explore, not a fixed point that can be assumed to work the same everywhere.

Three Convergence Signals of Particular Importance

Within the DSI’s current indicator setup, three specific combinations have special analytical importance. They show how the relationships among indicators can help identify wider patterns of territorial and institutional failure.

1. M6 and L6: Agricultural Sovereignty Collapse

Agriculture is not just an economic activity. In many fragile areas, it supports household income, food supply, local markets, and the productive use of land.

When agricultural livelihoods are harmed by economic pressures and territorial insecurity, the effects can go far beyond just lower output.

Farmers may leave their fields because it is unsafe. Traders may not be able to move goods. Broken production can cut household income, while displacement can weaken the labor and trade networks needed to restore farming.

Falling production can then increase economic vulnerability and deepen reliance on other income sources or coercive systems.

The link between M6 and L6 is meant to highlight situations tied to the breakdown of agricultural sovereignty: a case where the real ability to sustain agricultural production and livelihoods is seriously affected.

The analytical focus is on how the relevant economic and territorial conditions interact, not just on the existence of agricultural decline.

2. L7, L3 and MD5: Human Sovereignty Collapse

The second important combination deals with the conditions that allow people to live, move around, maintain their livelihoods, and have some control in their communities.

Where territorial insecurity and competing systems of coercion become entrenched, residents may be forced to flee, give up productive activities, or reshape their lives around the demands of armed groups.

Others may stay physically present but lose real freedom of movement, access to essential resources, or the ability to make everyday decisions without fear.

These conditions go beyond physical safety. They can weaken the social and economic foundations of community life and harm the practical relationship between people and the institutions meant to protect them.

The designated link among L7, L3, and MD5 aims to signal this larger pattern of human sovereignty collapse.

Here, human sovereignty means the real conditions under which people can make choices and maintain ordinary life. It does not replace or negate the legal sovereignty of the state.

This distinction is important because a territory may still be recognized as part of a sovereign state while its people face serious limits on their daily freedom and safety.

3. L5 and MD1: Justice Sovereignty Collapse

The third combination looks at how the state administers and enforces justice.

Where formal institutions cannot reliably protect residents, settle disputes, or enforce legal decisions, alternative systems may take shape.

These systems can be imposed by armed groups or kept up by other authorities outside the state’s effective control. Residents may go along with them because the alternatives are not available, they see the other system as more predictable, or because resisting carries too many risks.

Predictability in this case should not be confused with fairness, legitimacy, or voluntary acceptance.

The link between L5 and MD1 is meant to flag situations where the state’s real authority over justice is seriously weakened.

The effects can go beyond individual disputes. When residents cannot trust formal institutions for protection or redress, the credibility of those institutions may fall further. That decline can make it harder for the state to regain public trust and restore its authority.

These three designated combinations show the intended analytical value of convergence signals: they focus on relationships among indicators that may reveal broader patterns of failure.

The exact definitions and operational meanings must be recorded in the DSI methods. The presence of a designated combination should not, without supporting evidence, be seen as clear proof that a specific type of collapse has happened.

From Measurement to Strategic Diagnosis

The Convergence Indicator has a unique role in the DSI framework.

The 19 universal indicators provide the basic field measurements. The Convergence Indicator brings together evidence about relationships among those measurements to help decide whether decoupling is sectoral, uneven, or possibly self-reinforcing across the three areas.

It answers a question that individual indicator scores cannot on their own: are the forces undermining state authority turning into a system that supports itself?

This question is directly linked to policy.

Where the evidence shows a relatively contained weakness, targeted actions may be the right approach. Where evidence shows that economic exploitation, territorial control, and competing authority support each other, responses may need to tackle those connections together.

The practical effects will depend on the situation in each territory. The DSI does not assume that all types of convergence need the same response, nor that one score can take the place of careful contextual analysis.

Its value lies in providing a structured way to examine the systemic links that should guide that analysis.

The tool’s usefulness will ultimately depend on how clear its scoring rules are, the quality of its evidence, and the results of real-world application. These factors are especially important if the Convergence Indicator is to help compare territories or guide decisions with big security and development impacts.

The DSI is being developed by Sundiata Post, with its methodological work handled through the Sundiata Post Knowledge Lab (SPKL). The upcoming DSI Methodology and Indicator Manual will outline the technical details and operational guidance needed to support its use by researchers and policy makers across Africa and the Global South.

The Convergence Indicator is one part of this growing framework. Its job is to make the links that maintain decoupling clearer and to help analysts tell apart a set of weaknesses from a system that can reproduce them.

But just diagnosing the problem cannot decide if a proposed recovery plan can work.

Even when the reasons for decoupling are clear, the state has to face another question: in what order should it rebuild the conditions needed for effective authority?

This is the challenge addressed by the DSI’s second higher-order diagnostic.

In the next part, we will look at the Recovery Sequencing Score. We will explore the idea that successful restoration of sovereignty depends not only on what governments do, but also on whether the conditions needed for recovery are put in place in the right order.