Each year, millions of individuals migrate from their homes. Unfortunately, a large number of people migrating within a limited timeframe can cause social and economic disruption for both the communities that the people are leaving and entering.
Existing scholarship describes how social and economic drivers affect human migration behavior. However, we lack an understanding of the effect of environmental drivers such as earthquakes and famine, due to inherent challenges present when attempting to collect the necessary data. Accurate accounts of what transpired are difficult to obtain since this data tends to be post-hoc rationalizations for the choices of individuals long after the migration occurred.
This research argues that virtual experimentation can mitigate many of these challenges and supplement current data gathering techniques to further our understanding of environmental stressors in influencing human migration behavior.
We designed a turn-based game called Island World, which allows researchers to observe how individuals react under different stressor situations via the game. Researchers can run behavioral experiments in which they control for outside influences and decide when natural disasters should strike a player’s island.
My role was to design and develop a first prototype of Island World.
The focus for the first prototype was to demonstrate the viability of testing the research hypothesis; therefore, I chose a high enough fidelity that enabled researchers to imagine realistically interacting with the game, but also a low enough fidelity that it was clear it was a prototype.
While I'm not able to share a majority of my work, my process included the following steps:
- Gather research requirements for the game
- Outline gameplay at a high level, satisfying research requirements
- Outline game logic and document rules
- Storyboard primary user flows through the game
- Sketch out primary game screens
- Acquire assets and create mockups
- Create a technical design document
- Investigate implementation methods
- Implement the game in HTML5 Canvas with Fabric.js
- Iterate on the game design until it satisfied initial project goals
If you're interested in learning more about the project, it's been published:
Jennifer Stoll, Ian Malave, Matthew Campbell, Christy L. Crosiar (2014). Island World: Online Gaming as Secondary Data Elicitation for Predictive Migration. Proceedings of the International Conference on Game and Entertainment Technologies, Lisbon, Portugal, 15-19 July.