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Running Fewer, Longer Trains on a Stricter Timetable

Precision scheduled railroading cut costs and improved reported margins across the freight rail industry. It also traded service flexibility for efficiency, and customers noticed.

↩ Looking BackPart of the 2020 to 2026 retrospective, written in July 2026. The date below marks the 2020 events this piece revisits, not when it was published, so it draws on everything known through mid 2026.
Nathan Xiang·February 11, 2020

The Operating Ratio

Freight railroads are measured against one headline number more than any other: the operating ratio, operating expenses divided by revenue. A ratio of 65 means the railroad spends 65 cents to generate a dollar. Lower is better, and the metric is watched so closely that it has shaped how the industry is managed.

Railroads are extremely capital intensive. Track, locomotives, rolling stock and signalling represent enormous fixed investment, and a large share of operating cost does not vary much with how much freight moves. That structure means efficiency gains translate directly into margin.

When an industry is judged on one ratio, it will find ways to improve that ratio. Whether the improvement is the same thing as a better business is a separate question.

The Traditional Model

Historically much of North American freight rail operated on a principle of building trains until they were full. Cars accumulated in classification yards, were sorted by destination, and departed when enough had gathered to justify the trip.

The approach maximised the load on each train, which seemed efficient. Its cost was time and unpredictability. A car might sit in a yard for days waiting for enough companions, and a shipper could not reliably say when goods would arrive.

What Changed

Precision scheduled railroading inverted the priority. Rather than building trains around cars, it builds a fixed schedule and runs trains on it whether or not they are full, minimising the time cars spend stationary.

The practical changes follow from that principle.

ChangeEffect
Fixed departure schedulesPredictable transit, less yard dwell
Longer, less frequent trainsFewer crew starts per tonne moved
Fewer classification yardsLower fixed cost, less sorting
Point to point routingFewer handling steps per car
Asset rationalisationSurplus locomotives and cars retired

The financial results were substantial. Operating ratios across the industry improved markedly, headcount fell, and locomotive fleets shrank while moving comparable volumes. Asset utilisation, measured by how many miles a car or locomotive covers per day, rose.

What Was Traded Away

The gains came with a genuine cost borne largely by customers.

A schedule optimised for network efficiency is less accommodating to individual shippers. Service windows narrowed, and a customer who missed one waited for the next. Smaller shippers, and those whose volumes did not fit the streamlined network, found service reduced or in some cases withdrawn.

Running longer trains has its own consequences. Very long trains occupy crossings for extended periods, are harder to handle in terrain, and can complicate operations when they exceed siding lengths.

Most significantly, capacity was removed. Retiring locomotives and closing yards lowers cost while the network runs smoothly, and it leaves less slack when volumes surge or when something goes wrong. Several railroads found recovery from disruption slower after rationalisation, because the buffer that used to absorb problems had been eliminated as inefficiency.

The Measurement Problem

The operating ratio has a weakness as a management target. It can be improved by reducing cost or by shedding low margin business, and the second is easier.

A railroad that declines less profitable traffic improves its ratio while moving less freight. That may be a reasonable commercial decision, and it is not the same as becoming more efficient. Volume growth and ratio improvement can move in opposite directions, which is why revenue and volume trends should be read alongside the ratio rather than after it.

Why It Spread Regardless

The approach propagated across the industry because the financial results were immediate and visible, and because investors rewarded them. Executives associated with the method moved between railroads, carrying the playbook with them.

Regulatory attention followed the service complaints, with shippers arguing that reduced service reflected market power in a highly concentrated industry rather than genuine efficiency. That tension between operating efficiency and common carrier service obligations remains the central policy question for the sector.

The Bottom Line

Precision scheduled railroading delivered real efficiency by running assets harder on fixed schedules rather than waiting for full loads, and the operating ratio improvements were genuine. The cost was flexibility and slack, both of which are invisible in good conditions and expensive when volumes surge or the network is disrupted. Reading a railroad on its operating ratio alone rewards a company that improved the number by declining freight, which is why volume and service metrics belong alongside it.

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