The Experiment That Tested What Pay Structure Does to Output
Most arguments about pay structure are theoretical. Edward Lazear’s study of Safelite Glass Corporation is not: it tracked roughly 3,000 real workers through an actual company-wide switch from hourly wages to piece-rate, output-based pay, and measured what happened to output afterward. Published in the American Economic Review in 2000, it remains the most-cited empirical study of what changing how people get paid actually does to how much they produce.
The result was not subtle. Output per worker rose 44% after the switch, a figure large enough that it is hard to explain away as noise or a one-off quirk of the specific company measured.
Half the Gain Was Effort, Half Was Who Stayed
The more useful finding sits inside that 44% number, not just in the headline figure itself. Roughly half of the gain came from the same workers producing more once they were paid for output instead of time, the effort effect most people assume is the whole story.
The other half came from a selection effect: the company attracted and retained more capable workers once pay tracked results, meaning the workforce itself changed composition under the new structure. A pay model does not just motivate the people already in a role. It changes who is willing to stay in that role at all.
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Book a Real Estate Fit CallWhat Hourly Pay Rewards on a Calling Floor
An hourly wage keeps paying whether or not the hour produced anything. General offshore staffing commonly runs roughly $6 to $12 an hour, and on a calling floor specifically, that rate is owed for the hour worked, not for a lead qualified or an appointment booked during it. There is nothing in that structure that distinguishes a caller having a strong day from one having a slow one, beyond whatever a manager happens to notice and act on after the fact.
That is the mechanical gap the Safelite result speaks to directly: hourly pay ties cost to time, while the work an owner actually wants, qualified conversations, has no guaranteed relationship to time spent dialing at all.
Why Pay-Per-Lead Recreates the Same Incentive Shift
Pay-per-qualified-lead ties cost to the outcome instead of the clock, the same structural move the Safelite switch made. It does not just change what a caller is paid for a given hour. Following the Safelite pattern, it plausibly changes who is willing to do the work at all, since a pay structure that rewards results tends to filter for people who can actually produce them and filter out people who cannot.
Neither the effort effect nor the selection effect requires believing anyone was lazy under hourly pay. It only requires believing, on the strength of a documented 44% output swing in a real company, that pay structure itself shapes both effort and who chooses to stay.
Translating the Safelite Result to a Calling Team You Do Not Manage Day to Day
An owner outsourcing seller calls is not running the Safelite experiment personally, but the same logic applies to whichever pay model that outsourced team runs on internally. A team paid on results has the same structural incentive to actually produce them that Safelite’s newly piece-rated workers had, and a team paid strictly by the hour does not carry that pressure the same way, regardless of how skilled any individual caller is.
That is the incentive logic behind paying for a qualified lead rather than for hours worked: not a claim about effort or character, but a claim about what a compensation structure itself rewards, backed by one of the clearest natural experiments in the economics literature on the question.
Sources
The external data in this article draws on the sources below. Figures described in the text as estimates or industry triangulations are directional and are not attributed to a single dataset.
- Edward P. Lazear, "Performance Pay and Productivity," American Economic Review Vol. 90, No. 5 (2000)
- Stealth Agents, "Offshore Staffing Cost Statistics 2026"
