Our Approach
Market Outlook's forecasting process begins with independent research and ends with planning tools clients actually use.
Here’s how we work...
Market Outlook's demographic forecasts are built from the ground up by modeling the forces that actually drive population change. Rather than extrapolating historical Census trends forward, we make explicit, informed assumptions about the three fundamental drivers of demographic change (fertility, immigration, and mortality) and how each is likely to evolve given current economic conditions, policy environments, and long-term social trends. Population is the starting point. For planning purposes, what matters is how that population translates into households, which are segmented by race and ethnicity, income, age, and generation. These household forecasts are the foundation that clients use to understand where their markets and consumers are headed.
For a detailed look at our forecasting capabilities, see Demographic Forecasting.
The Research
Behind the Forecast
Demographic forecasts don't emerge from data alone. Understanding where households are headed requires a deep grasp of the economic and social forces that shape the decisions people make — when to form a household, when to have children, where to live, and how those patterns vary across generations, income levels, and racial and ethnic groups. Each year we publish a comprehensive demographic research report that makes this underlying thinking visible. It covers the economic conditions and long-term social trends that inform our forecast assumptions, and provides the contextual analysis that helps marketing and strategy teams understand not just what the numbers show, but where and why the trends are moving.
The report is distributed to a select group of clients and research partners. To request access, contact us.
The Economic
Context
Demographic change does not happen in an economic vacuum. Decisions about household formation, fertility, and migration are deeply influenced by economic conditions — income growth, employment, housing costs, and the broader financial pressures that shape how and when people make major life decisions. Before we derive a demographic forecast, we establish a set of economic scenarios that reflect well-grounded projections about where the economy is headed. These scenarios are not a separate product, but are the framework within which the demographic forecast is grounded, and they ensure that our household projections reflect the economic realities your planning teams are already working with.
From Forecast
to Planning Model
For clients who need more than a basic demographic forecast, we build custom planning models that combine our demographic and economic foundation with industry-specific and company data. The result is a working planning tool that translates long-term demographic and economic trends into actionable forecasts and scenarios that planning teams can use to support product and market decisions. Most planning models are only as good as the demographic assumptions underneath them. Because we build those assumptions ourselves rather than pulling them from off-the-shelf projections, the foundation of the model is more current, more nuanced, and more defensible than what most firms are working from.
The Ongoing
Relationship
Market Outlook's client relationships are built to last. We don't deliver a forecast and move on — we become a sustained analytical partner, embedded in our clients' planning cycles and available throughout the year when questions arise. The depth of that commitment shows in the results. Our longest client relationships span over 20 years, a reflection of what happens when a forecasting partner knows your business, your data, and your planning needs as well as you do. Forecasts are updated regularly, models are maintained and refined as conditions change, and clients have direct access to the principals at every stage, not just at delivery.