> For the complete documentation index, see [llms.txt](https://wiki.societalthinking.org/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://wiki.societalthinking.org/how-to-apply/the-sprints/sprint-4-inducing-network-effects.md).

# Sprint 4: Inducing network effects

To analyse value exchanges between interdependent actors, appreciate interconnected network effects and identify actions to increase and improve interactions.

Networks are everywhere, every system is a network. We need to deliberate what each key actor wants to get from and what they can give to the others (value exchange). Value exchanges, when increased and improved, induce network effects and create momentum such that the collective impact is greater than the sum of individual actions. But, there is a challenge. How to start the chain reaction, how to overcome the initial difficulty with adoption?&#x20;

**Pre-requisite:** A strategy map with explanation of the for-with-leveraging-enabling layers

**Pre-requisite:** An updated version of the design document (SDA5) based on sprint 3 outputs

**Downloadable assets** that are useful for preparing for / facilitating this sprint:

* [S4A1](https://drive.google.com/file/d/1qjUEozYv9kZb1Pj4wYJM9mTyUSJqmNyh/view?usp=drive_link): A primer on types of networks and typical network effects
* [S4A2](https://drive.google.com/file/d/1WidC0H1BUCTy-fMPnS5mRPpsrTilzMR4/view?usp=drive_link): Objectives and agenda for the time we will spend together
* S4A3: A slide deck to help select actions to induce network effects
* S4A4: A guide to enable those who want to facilitate this sprint
* [SDA5](https://drive.google.com/file/d/10y8qmaoIwF_dkMgaZmURZHNQmHczUzV8/view?usp=drive_link): The design document where all sprint outputs are curated

Please email <design@societalthinking.org> to request a copy of A3 and A4 assets.

**Post-work:** Core value exchanges, network patterns and actions to induce network effects

**Post-work:** An updated version of the design document (SDA5) based on sprint 4 outputs


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://wiki.societalthinking.org/how-to-apply/the-sprints/sprint-4-inducing-network-effects.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
