Learning to think spatially: ten everyday observations for economists

As the World Bank Group expands its use of geospatial data, tools, and analytics, one of the biggest opportunities is not only technical. It is cognitive. We need more staff to think spatially.

That does not mean everyone needs to become a GIS (geographic information systems) specialist. It means becoming more attentive to location, movement, distance, access, density, connection, and spillover. These are not niche concepts. They are already embedded in much of how economists, planners, and operational teams think about markets, public services, growth, vulnerability, and opportunity. 

That is why geospatial analysis often takes questions we ask implicitly and makes them explicit, measurable, and scalable.

When we ask why one community is better connected than another, why service delivery works in one place but not the next district over, why travel times differ so much across households, or why a shock in one area creates effects elsewhere, we are already thinking spatially. Geospatial methods simply help us formalize those observations, connect them to data, and analyze them systematically across entire countries or regions.

The good news is that spatial thinking can be practiced anywhere. One of the easiest places to start is during the daily commute. Whether you are walking, taking a bus, riding the metro, or sitting in traffic, the built environment offers a constant stream of material for training spatial intuition. Over time, this kind of observation helps develop mental habits that make geospatial analysis more natural and more useful.

Below are ten short exercises that can help strengthen geospatial literacy using the world you already move through each day.

1. Landmark orientation

Choose a landmark such as a tower, market, bridge, or park. As you move, keep track of its relative position: ahead, behind, left, right, near, or far. This helps build a mental map and reinforces the habit of orienting yourself in space rather than simply following a route.

2. Flow mapping

Observe the movement of people, cars, motorcycles, bicycles, or goods. Where do most seem to come from? Where are they going? Why is one direction busier than another? This is a simple way to think about flows and directional patterns in the real world.

3. Scale of distance

Estimate the distance between two points, such as bus stops, intersections, or a station and an office building. Later, compare your estimate to a map. Repeating this exercise improves your intuitive sense of spatial scale, which is critical for interpreting maps, service areas, and travel-time outputs. How many ways can you estimate distance, steps, Breathes?

4. Boundaries and edges

Notice where one kind of space changes into another: residential to commercial, paved to unpaved, formal to informal, shaded to exposed. What defines the boundary? Is it sharp, gradual, physical, social, or administrative? Spatial analysis often begins by identifying where conditions change and why.

5. Accessibility audit

Imagine reaching a destination such as a school, clinic, ATM, office, or market without a private car. What barriers would you face? Missing sidewalks, unsafe crossings, steep stairs, poor signage, long waits, or congestion? This is a simple way to think about accessibility, exclusion, and equity in practical terms.

6. Density perception

Observe where people, shops, signs, buildings, or transport options cluster. Where does activity concentrate, and where does it thin out? Why here and not elsewhere? This exercise builds intuition for agglomeration, land use intensity, and the spatial concentration of opportunity.

7. Time-Space variation

Notice how long the same segment of a trip takes at different times of day or on different days of the week. A road, station, or crossing may function very differently at 8:00 a.m. than at 2:00 p.m. This is a useful reminder that distance alone does not determine access; time, congestion, and friction matter too.

8. Spatial hierarchies

Pick a place or service, such as a coffee shop, school, clinic, or market, and locate it within nested geographies: street, neighborhood, district, city, region. Practice moving between these scales mentally. Many policy questions look different depending on whether the unit of analysis is local, municipal, national, or regional.

9. Network awareness

At intersections or transfer points, think about alternative routes. Which path is shorter, safer, faster, cheaper, or more reliable? Which route would a pedestrian choose between a car or a bus? This is the essence of network thinking: places are connected not just by straight-line distance, but by the structure and quality of the routes between them.

10. Spatial externalities

Identify something that produces effects beyond its immediate footprint: noise from traffic, shade from trees, pollution, flooding, congestion, lighting, or even foot traffic that supports nearby businesses. Who benefits, who bears the cost, and how far do those effects extend? This is spatial economics in everyday life.

Why this matters?

These exercises are simple, but they reinforce habits that sit at the core of geospatial analysis.

They help sharpen spatial intuition, not just software proficiency. They make it easier to see distributions, barriers, clusters, corridors, and spillovers before opening a dataset. They also encourage a set of questions that are fundamental to both spatial analysis and development practice: where, why there, why not elsewhere, and what changes if something moves?

That kind of thinking is increasingly important across the World Bank Group. As geospatial data becomes more integrated into operations, diagnostics, targeting, monitoring, and service-delivery analysis, the value will not come only from specialized teams. It will also come from a broader culture of staff who are more spatially literate: people who naturally notice geography in economic and policy problems, and who know when location-based evidence can improve a decision.

In that sense, learning to think spatially is not separate from development work. It is part of seeing development problems more clearly.

A practical habit

A useful starting point is to jot down one spatial observation during your commute each day. After a few weeks, patterns start to emerge. You may notice recurring bottlenecks, unequal access, shifting densities, informal transport nodes, or environmental spillovers that you previously passed without reflection. That is the beginning of spatial literacy: turning ordinary movement through the world into structured observation.

Geospatial analysis at scale starts with that same instinct. The difference is that once we make those observations explicit, we can map them, test them, compare them, and use them to inform policy.

Additional resource:

For readers interested in a practical introduction to geospatial tools and methods, one useful open resource is the GIS and Public Health-style teaching material hosted here: 
https://gispro.gishub.org/book/software/overview.html