2012

Interactive Map by Forio Shows Impact of Latino Vote on 2012 Election


MSNBC did a story about an interactive data visualization we built for America’s Voice  and Latino Decisions for the upcoming presidential election.

The voter visualization simulates Latino turnout and choice in the 2012 Presidential election. You click on individual states to zoom-in on specific state data and move sliders to experiment with scenarios around Latino voter electoral and presidential candidate preferences.

Check out the video of the MSNBC coverage below and also the Latino Voter Visualization.

Visit msnbc.com for breaking news, world news, and news about the economy



Simulations vs. “the Sage on the Stage”


A recent article in Harvard Business Publishing’s newsletter explains how university faculty are using simulations in their classrooms.

Michael Roberto, a Professor at Bryant University and one of the faculty who developed the model behind the Everest Leadership and Teamwork Simulation, discusses why he uses simulations in his class:

“I believe strongly in active learning- where students don’t just sit passively listening to the ‘sage on stage’ but instead work on the problems and issues with their classmates. Simulations present one of the most dynamic forms of active learning. Students benefit because not only do they have to make a series of challenging decisions, but then they receive immediate feedback on those choices.”

As Professor Roberto explains, simulations give students the opportunity to concretely apply what they’ve learned in their classes. Simulations are typically used in the classroom for two purposes:

1. Teach key concepts
2. Evaluate student learning

Using Simulations to Teach Key Concepts

Traditionally, business school faculty have used case discussion, lectures, and reading material as the primary ways of presenting key concepts. Simulations offer the same opportunity to take an in depth look at selected business concepts, and also give students the chance to apply their learning in a simulated environment before testing their business acumen in the higher stakes environment of a corporate job or their own company.

Professor Willy Shih of Harvard Business School explains the use of simulations this way:

“While case method teaching is a wonderful way to examine theories or frameworks statically, simulations give students a temporal dimension, an opportunity to experience outcomes that change based on their inputs over time. Students get the tacit experience of making mistakes, learning from those mistakes, and then refining their decision making.”

Professor Shih helped develop the model behind the Strategic Innovation and Technology Simulation that Harvard Business School Publishing developed in partnership with Forio, based on The Innovator’s Dilemma by Clayton Christensen, in which students play the role of the CEO of Back Bay Battery, managing R&D investment tradeoffs between sustaining investment in their existing business versus investing in a new and potentially disruptive technology. If students spend too little, disruptive innovation becomes impossible; if they spend too much, they can be fired inside the game. Students have the opportunity to apply the principles they have learned in class as well as experiment with risk in a relatively consequence free environment.

Because simulations allow the student to make many decisions over time and see the impact of each individual decision as well as the sum of all of their decisions, simulations are an excellent way of learning how actions exist within the context of a larger picture– so easy to miss in a higher pressure work environment when critical strategic decisions take place over a longer period of time. In a 90-minute simulation, it’s easier for students to connect day-to-day decisions to larger strategic objectives.

Simulations are a good way of helping students understand interrelated variables. In the Marketing: Managing Channels and Segments Simulation, students play the role of the CEO of Minnesota Micromotors. They are allocated a limited marketing budget that they must decide how to spend. With each decision the student makes about budget allocation, such as accommodating one segment’s desire for smaller motors and selling more motors to that segment, other areas are affected. Customers in a segment which prefers larger motors that do not overheat may be dissatisfied or drop Minnesota Micromotors as a supplier. If the marketing budget is not spent in a way that increases profit, it will eventually be cut, leaving the CEO with fewer options for spending and decreased potential for success.

Using Simulations to Evaluate Student Learning

Instead of exams or term papers, faculty sometimes use simulations to test what students have learned and their ability to apply that information.

Several features exist within Forio simulations to simplify grading. All Forio simulations include scoring options where professors can easily see in the format of a histogram how students’ scores compare to their classmates, making it easy for professors to grade on a curve. Faculty can also examine student performance according to more specific factors related to the learning objectives of the class.

In addition to providing easy options for student grading, simulations can offer the opportunity to evaluate student learning more comprehensively than test results. Professors often look at student performance within the simulation in an in depth debrief. In a simulation debrief, professors will ask students to reflect on difficulties they encountered within the simulation and whether or not their strategy was effective. Students can compare and contrast their results with each other and reflect on what they might do differently if playing the simulation again. The debrief is one of the most valuable parts of any simulation, as it is the opportunity for students to synthesize what they have learned.

Recent features added to Forio simulations make the debrief and evaluation of student learning easier. Newer Forio simulations include the ability to export slides of student runs to PowerPoint for a simplified ability to go over simulation results in class. Professors can review “notable runs” such as the best performing run in the class or examples of different strategic approaches. In the Innovation simulation, for example, professors can review student runs according to simulation approaches such as “Focused R&D Strategy,” and “Commitment to Mature Technology.”

Sometimes, simulations are used in adult learning or online educational environments where a professor does not lead a formal class debrief. For this reason, several simulations now include a “self-debrief” within the simulation where students can review their own performance.

Questions or comments about using simulations in the classroom? Email info@forio.com.



Managing Customer and Segment Marketing Simulation Update


Forio has released a major update to one of our most popular simulations, Marketing: Managing Segments and Customers.   Developed with Harvard Business School Publishing, this online simulation teaches students how to allocate marketing resources to increase market share and firm profitability.

In this single-player simulation, students define and execute a business-to-business marketing strategy. Customers are divided into market segments based on their requirements for two key product features and price.

Students analyze each market segment and decide which new customers they want to acquire while also considering the loyal customers they must retain. A successful go-to-market strategy requires careful consideration of a variety of interdependent factors. Students set a list price and then set discounts for each large market segment and for a segment of small customers who purchase through distributors.

As the CEO of Minnesota Micromotors, students decide how products are designed, priced, distributed, and promoted. While playing the simulation, students adjust resource allocation in efforts to satisfy customers, improve product performance, and drive sales. This simulation includes video feedback from customers responding to student decisions.

Like all of our recent Harvard Business School Publishing simulations, this sim is iPad compatible and includes enhanced administrator features for faculty. Among other features, the simulation generates a PowerPoint deck of student results to make the simulation easy to debrief.

Demo this simulation



Forio Hosts Interactive Public Site for Julia Language


At Forio we occassionally look at new modeling languages that could become part of the Simulate platform. We currently support models produced by AnyLogic, Vensim, Excel, iThink/STELLA, and Powersim Studio. We’ve recently been interested in adding a mathematical programming language like R or Matlab.

In January 2012 we discovered Julia, a mathematical programming language that’s has received a lot of attention in the modeling community. Julia is web based, multi-core, runs fast, and open source.

Julia can fill a gap in the modeling community. For decades, Excel has been the lingua franca of novice and even many expert modelers because of its ubiquity. However, for complex models with lots of data or highly arrayed data, it makes more sense to use a programmatic syntax offered by a mathematical programming language such as Julia.

We are building on the REPL developed by Julia team at MIT that will let you enter code Julia on one side of the screen, and see your results on the other side of the screen. This software might fill a need for our customers, as well as for Forio in our own modeling efforts.

We’re exploring creating tools for developers who want to use Julia, such as using Forio’s expertise in user interface design to create an easy to use user interface for the Julia language. And we’re exploring how to make Julia available across multiple cores with advanced features in a web-based or desktop-based software.

Want to try Julia? We’re hosting a free public REPL for people who want to experiment with Julia at julia.forio.com.



Innovation Simulation Version 2 Now Available


Forio with Harvard Business School Publishing has released Version 2 of the Back Bay Battery Innovation Simulation based on the research of Harvard professor Clayton Christensen, author of The Innovator’s Dilemma.

In this online simulation, you play the role of the CEO of Back Bay Battery. Your task is to manage a portfolio of R&D investments for products in the portable power industry. You must manage R&D investment tradeoffs between sustaining investment in your existing business versus investing in a new and potentially disruptive technology.

Version 2 eliminates any use of Flash in the user interface so that the simulation can now be played on the iPad, through the browser. Version 2 also has an enhanced user interface and better reports for faculty to present and share student results in the classroom.