Fair Dispatch Can Lift Technician Earnings and Shop Profit at the Same Time

Most dispatchers know which tech gets the cream work. It's usually the senior guy with the reliable van, or the one who never complains about drive time, or whoever's closest to the owner's office. Over time that pattern shows up in paychecks. The quiet assumption has always been that fair dispatch costs money — that spreading work equitably means sacrificing efficiency or customer satisfaction. New research in Computers & Operations Research (2024) pushes back on that assumption with hard math.

Authors Biswas and colleagues built an optimization model for an on-demand home-services platform. The model balances three objectives simultaneously: firm profit, customer satisfaction, and equity in technician earnings. The key finding for HVAC and appliance shop owners: dispatch fairness often improves alongside profit, not against it. The tradeoff many owners assume exists turns out to be smaller and more situational than the industry intuition suggests.

That matters because technician retention — the biggest pain point most shop owners flag — is tightly coupled to perceived fairness in how work gets distributed.

Why Unfair Dispatch Quietly Burns Techs Out

The mid-level tech who shows up on time, does clean work, doesn't push back, and watches higher-revenue jobs route to a couple of preferred colleagues is the tech most likely to leave in 2026. Not the bottom performer. The solid middle. They see the pattern. They know their paycheck is lower because of it. And they have options that didn't exist in 2019.

The research puts a number on what good owners already sense. Models that balance earnings equity against profit and customer satisfaction produce schedules where all three metrics move in acceptable ranges. The assumption that maximizing profit requires concentrating high-value jobs among a few techs turns out to be an artifact of simpler dispatch approaches, not a universal truth.

When every tech gets a reasonable mix of easy residential tune-ups and higher-revenue diagnostic or install work over a month, paychecks stay competitive, complaints drop, and retention improves. That retention is profit.

What to Actually Implement

The research doesn't prescribe a single formula, but the direction is clear. Shop dispatch practices that measurably balance earning opportunities across techs at similar experience levels tend to hold margin while reducing turnover. Three practical moves.

First, measure. Most shop owners have never pulled per-tech monthly revenue and compared it. Do that. Look at the spread.

Second, rotate the cream. High-revenue diagnostic calls, premium service agreement visits, complex install projects — these shouldn't default to the same two techs week after week. Build rotation into the dispatch logic, even imperfectly.

Third, explain the model. Techs don't expect perfect equality. They expect transparency. If the senior tech gets the six-figure install projects because he has the certification and customer relationship, everyone accepts that. If nobody knows why work gets assigned the way it does, resentment grows in silence.

Said plainly, fair dispatch isn't charity. It's retention math. The research out of Computers & Operations Research gives owners empirical cover to stop treating equity as a tradeoff and start treating it as a profit lever.

For related reading: our coverage of technician workforce shortage and California compensation survey.

Source

Original source not located during editorial review — please contact editor@servicemag.org if you authored this paper and we'll add the citation.