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Provenance

Where the loaded-labour multiplier actually comes from

Every employee-cost calculator applies one. It comes from an advice column, states no sample, and the point figure is not in it.

The claim, as it circulates: “Multiply a base wage by the standard loaded-labour multiplier and you have what the employee actually costs your business”

It comes from a monthly advice column for entrepreneurs, written by Joseph G. Hadzima Jr., a senior lecturer at the MIT Sloan School of Management and reprinted on an MIT server under his own copyright. The column states a range covering basic salary, employment taxes and benefits, names no dataset, no sample and no measurement window, and treats the figure as a planning heuristic. The single point figure in general circulation does not appear in it: it is the midpoint of a range whose upper bound is higher than the one the column states.

The trail

Followed from the claim as circulated back toward its origin
Step Publisher Kind Attributes it to Status
01TrueTools, a free employee-cost calculator for the USVendor marketingthe Internal Revenue Service's employer tax guide and the U.S. Bureau of Labor Statistics, in a source line at the foot of the page
02Sunbytes, an offshore engineering-team providerVendor marketingthe US Bureau of Labor Statistics Employer Costs for Employee Compensation series, with a sample size attached to it
03U.S. Bureau of Labor StatisticsStatistical agencyits own quarterly survey of employer establishments. It publishes benefit cost as a share of total compensation, and no multiplier on a wage anywhere in the release
04U.S. Small Business AdministrationPractitionernobody
05BeeBole, a timesheet product, in a real-cost-of-an-employee guideVendor marketingJoe Hadzima, a Senior Lecturer at MIT — the only document in this trail that names anybody who can be walked to
06Joseph G. Hadzima Jr., MIT Sloan School of Management, in the column Starting Up: Practical Advice for EntrepreneursPractitionerits own worked example. No dataset, survey, sample, population or measurement window is named anywhere in the columnPrimary source

01 · TrueTools, a free employee-cost calculator for the US2026-03-17. “A widely cited benchmark in HR and business finance is that a full-time employee costs between 1.25 and 1.40 times their base salary.”

02 · Sunbytes, an offshore engineering-team provider2026-06-03. “That figure comes from the US BLS Employer Costs for Employee Compensation series, which tracks the breakdown across roughly 380,000 employer observations.”

03 · U.S. Bureau of Labor Statistics2026-06-12. “Wages and salaries averaged $32.60 per hour worked and accounted for 69.9 percent of employer costs, while benefit costs averaged $14.01 per hour worked and accounted for the remaining 30.1 percent.”

04 · U.S. Small Business Administration2019-08-22. “There’s a rule of thumb that the cost is typically 1.25 to 1.4 times the salary, depending on certain variables.”

05 · BeeBole, a timesheet product, in a real-cost-of-an-employee guide2018-11-29. “According to Hadzima, once you have taken into consideration basic salary, taxes, and benefits, the actual costs of your employees are typically somewhere between 1.25 and 1.4 times the base salary.”

06 · Joseph G. Hadzima Jr., MIT Sloan School of Management, in the column Starting Up: Practical Advice for Entrepreneursundated. “The costs to this point (basic salary, employment taxes and benefits) are typically in the 1.25 to 1.4 times base salary range- e.g. the cost range for a $50,000/year employee might $62,500 to $70,000.”

How it appears in circulation

The same claim as published elsewhere, and what changed
As published Where What changed Observed
1.35x or higherGlencoyne, an operating advisory, in a fully-loaded-cost guideThe range becomes the writer's own house rule of thumb and the attribution disappears, then a point figure above it is offered as what a richer benefits package or a higher-tax state would produce — while the same page's own worked example lands below the bottom of the range it is being compared against.2026-08-21
1.35-1.45BidShield, a contractor estimating tool, in a per-trade burden tableThe range is re-cut trade by trade, with no source and no method behind any row, and the page's own step-by-step worked example produces a multiplier higher than every row in its own table.2026-08-21
1.4 to 1.6Wow Remote Teams, a remote-hiring provider, in a fully-loaded-cost explainerThe upper bound moves for technical roles with no new measurement identified and no basis stated for the change, which is how the range a midpoint is taken from ends up with a different midpoint.2026-08-21

What the evidence supports

  • That the range has a named author and a findable document behind it: a senior lecturer at the MIT Sloan School of Management published it in a monthly advice column for entrepreneurs, and the reprint is still on an MIT server under his own copyright.
  • That the column is precise about what the range covers — basic salary, employment taxes and benefits — and counts office space, furniture, computers and telephones separately, after it, as costs the reader must add on top.
  • That its author treats it as a planning heuristic rather than a result, and writes in the same column that a rule of thumb's underlying assumptions need to be recalibrated periodically.

What it does not support

  • That the multiplier is a measurement. No dataset, no sample, no population and no measurement window appears in the origin document, and none of the documents between it and a reader supplies one.
  • That the point figure people quote is in the origin at all. The column states a range; the point figure is the midpoint of a wider range whose upper bound is higher than the column's, and nothing was measured to widen it.
  • That the federal statistical agency published it. Two documents in this trail attribute the range to the Bureau of Labor Statistics, which publishes benefit cost as a share of total compensation — a different statistic over a different denominator — and no wage multiplier at all.
  • That it describes a small trade or service business. The column is written for rapidly growing high-technology start-ups and its worked examples are salaried office roles.
  • That it is current. The article carries no publication date, its copyright line begins decades ago, and the tax figures inside it belong to an earlier year than the one a reader is reading it in.

Almost every published calculator for the cost of an employee works the same way: take a wage, apply a multiplier, present the result as what the person actually costs. The multiplier is treated as a known quantity, the sort of thing a reader could look up if they cared to. It does have an origin, and this page followed it there through the documents that carry it. The origin is a monthly advice column for entrepreneurs, written by a senior lecturer at the MIT Sloan School of Management and reprinted on an MIT server under his own copyright, and it contains no measurement of any kind.

The column is better than most of what quotes it. It says exactly what the range covers — basic salary, employment taxes and benefits — and then goes on to count office space, furniture, computers and telephones separately, as costs a reader has to add afterwards. Restatements routinely fold equipment and overhead back inside the same multiplier, which produces a larger number attributed to a document that deliberately excluded those things. The column also carries its own warning, in a passage about a different entrepreneur's home-made metric: a rule of thumb is useful for planning, and its underlying assumptions need recalibrating periodically.

The figure most people actually quote is a single number rather than a range, and that number is not in the column. It is a midpoint, and not of the column's range: the upper bound in general circulation is higher than the upper bound the column states, and no document found in this trace measured anything to move it. So the point figure is the middle of a range that drifted upward, presented as a value in its own right. The drift is invisible from the outside because the bottom of the range never moved, which makes the two ranges look like the same range quoted loosely.

Two of the documents between a reader and the origin attribute the range to the federal statistical agency, one of them with a sample size attached. The agency does publish a figure in this territory and it is a different statistic: benefit cost as a share of total compensation, which has the wage inside its denominator rather than underneath it. A share of total compensation and a markup on a wage are not the same quantity, and neither converts into the other without knowing exactly what each one counts. The page that supplies the sample size also prints, further down, its own implied multiplier from the agency's data — and that figure falls outside the range it has just attributed to the agency. Nothing on the page reconciles the two.

So the honest position is that the range is usable with its limits attached, and the point figure is not usable at all. The range is a planning heuristic from a named author who presented it as one, for salaried roles in rapidly growing high-technology companies, covering wage, employment taxes and benefits and nothing else. It is not a measurement, it is not the statistical agency's, and it is not about a small trade or service business — a population where workers' compensation alone is priced by state and by class of work and can move the answer by more than the whole width of the range. If the number matters to a price you are about to set, quote the column with its scope attached, or compute the statutory floor from your own payroll and treat everything above that as your own arithmetic.

What we could not establish

  • When the range was first published. The article is a reprint of a monthly newspaper column, carries no date of its own, and has been edited since — a pandemic note and a wage base from an earlier tax year sit in the same document as the range.
  • Where the wider upper bound came from. It is restated in several places and this trace followed it no further than restatement; no document was found that measured it, and none says what changed.
  • What the multiplier would be if somebody measured it for a small private employer. No US survey measures employer cost as a multiple of base wage, so there is no published answer to check the rule of thumb against.

Listed rather than omitted. A trail that reports only what it settled is a trail whose gaps a reader has to find for themselves.

METHOD

Every figure below carries its source and the date it was verified. Nothing on this page is asserted.

The numbers on this page.

Datapoints
What Value Specific to
Documents in this trail stating a population, a sample or a measurement window for the multiplier0 of 6This page
Documents in this trail that name the author the range originates with1 of 6This page
Documents in this trail attributing the range to a federal agency that does not publish it2 of 6This page

Context Theory provenance trace — the loaded-labour multiplier, walked 2026-08-21 · Compared each document's stated attribution against what the named agency actually publishes, by reading the agency's own release for a multiplier on base wage. · verified

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