The Tyranny of What Can Be Measured - Disability and the Hidden Cost of Optimization
Author: George Cassidy Payne
Published: 2026/06/07
Publication Type: Submitted Article
Contents: Synopsis - Definition - Introduction - Main - Insights, Updates - Related Publications
Synopsis: This article traces the history of efficiency from its philosophical roots in Aristotelian thought, through Frederick Taylor's scientific management and Robert McNamara's data-driven defense strategy, then turns to what happens when measurement becomes the dominant way of valuing work. It is most useful for readers concerned with how funding structures, grant reporting, and evaluation frameworks affect disability advocacy and the people who depend on support services, since work that resists easy measurement, such as long-term legal advocacy and independent living support, often becomes the hardest to sustain. Anyone with a disability, family caregivers, nonprofit staff, and seniors navigating layered eligibility systems may find that it puts language to a familiar frustration, namely that the systems built to deliver help can also begin to define what help is allowed to be.
At a Glance
- 1 - The word efficiency derives from the Latin efficientia, and in Aristotelian philosophy an "efficient cause" described whoever or whatever brought something into being rather than the fastest or cheapest actor
- 2 - The McNamara fallacy names the belief that what can be measured matters most, a pattern that surfaced during Vietnam when success was tracked through enemy casualties, sorties flown, and tonnage of bombs dropped
- 3 - A growing trust-based philanthropy movement is loosening rigid outcome tracking, giving organizations more autonomy to define success without abandoning accountability
- Topic Definition: Efficiency
Efficiency, in its modern sense, refers to the reduction of waste and the maximization of output, typically measured against time, cost, or resources. Although the term once described the act of bringing something into being, it narrowed during the industrial era into a logic of optimization that prizes what can be counted. In contemporary institutions, including nonprofits and disability service agencies, efficiency functions as both a practical tool and a governing assumption, shaping which kinds of work get funded, which are sustained, and which quietly fall away because they resist easy measurement.
Introduction
Before efficiency became something measured in spreadsheets and performance dashboards, it named the act of bringing something into being.
The word comes from the Latin efficientia, rooted in efficere - ex (out) and facere (to make). In its earliest philosophical sense, it referred to causation itself. An "efficient cause," in Aristotelian thought, was not the fastest or cheapest actor in a system. It was simply the one that made something happen. The potter shaping clay was an efficient cause not because she minimized effort, but because she turned possibility into form.
Efficiency, in that older world, was not about trimming excess but about the mystery of making.
That meaning didn't survive the modern world intact.
Main Content
By the late 19th and early 20th centuries, the Efficiency Movement in the United States and Europe reframed the term entirely. What had once described the act of creation itself was gradually narrowed into something more mechanical: the reduction of waste and the optimization of output.
It is a subtle shift in language, but not in consequence. Efficiency stops being about making and becomes about minimizing. It no longer asks what comes into being, only how quickly and cheaply it can be produced.
Frederick Winslow Taylor gave this new definition its most influential form. In The Principles of Scientific Management (1911), he argued that work could be broken down, measured, and reconstructed into a single optimal sequence. Every task, he believed, contained a "one best way" to perform it, discoverable through observation and analysis.
Work becomes legible only when it is fragmented.
Time-and-motion studies reduced labor to sequences of measurable gestures. Management became planning and calculation. Labor became execution. The worker's body shifted from a site of meaning and skill to a unit of output.
The Gilbreths extended this logic by filming workers' movements, treating human gesture as analyzable data. Henry Gantt translated production into charts that mapped time against output. Henry Ford's assembly line turned industrial production into synchronized motion, aligning human bodies with machine rhythm and dramatically increasing output while narrowing the experience of work itself.
What emerged was not only a more productive industrial system. It was a new assumption about reality: that what matters most is what can be measured.
Over time, efficiency moved beyond factories entirely. It entered universities, government agencies, and corporate governance. Business schools expanded to train managers in optimization. Industrial engineering became a profession. Consulting firms emerged to locate inefficiency anywhere it might hide.
Efficiency stopped being a tool and became a way of seeing.
In the mid-20th century, that way of seeing entered one of the most powerful institutions in modern life: the United States Department of Defense.
Robert McNamara, former president of Ford Motor Company, became Secretary of Defense in 1961. He brought with him a belief that systems analysis could rationalize even the most complex human conflicts. Surrounded by economists and statisticians known as the "Whiz Kids," McNamara tried to render war legible through data.
Under his leadership, the Pentagon adopted Planning, Programming, Budgeting, and Execution systems. Military strategy increasingly depended on cost-benefit modeling. Decisions that once involved judgment and experience were reframed as problems of optimization.
But war does not behave like a production line.
During Vietnam, the reliance on quantifiable metrics produced a narrowing of attention. Without clear territorial markers of success, outcomes were measured through what could be counted: enemy casualties, sorties flown, tonnage of bombs dropped.
Over time, this produced what came to be known as the McNamara fallacy: the belief that what can be measured is what matters most. It is not simply a technical error. It is a shift in perception itself, where measurement begins to replace judgment.
Efficiency, in this form, no longer helps us understand reality. It begins to define what reality is allowed to be.
Nowhere is this tension more visible than in disability advocacy and the nonprofit sector.
Here, efficiency arrives as structure: grant applications, reporting requirements, and evaluation frameworks that translate human experience into numerical outputs. Cost per service. Number of clients served. Percentage of funds directed to programming versus administration.
What resists measurement becomes harder to sustain.
But disability advocacy is precisely the kind of work that does not compress cleanly into metrics. Accessibility is not a single intervention but an ongoing negotiation with environments, institutions, and assumptions. Legal advocacy can take years. Independent living support unfolds in uneven, deeply personal trajectories that rarely align with fiscal reporting cycles.
This creates a distortion. Work that is easiest to measure often becomes easiest to fund. Work that is hardest to measure, even when more transformative, becomes structurally fragile.
As organizations adapt, leadership often shifts toward those fluent in administrative systems: grant writing, compliance, and data reporting. These skills are necessary for survival, but they can also move authority away from lived experience.
The disability rights principle often summarized as "Nothing About Us Without Us" becomes harder to sustain when legitimacy is defined through paperwork rather than participation.
In conversations with disability rights advocates in upstate New York, this tension becomes concrete. There is a recurring concern that systems designed to provide support can, over time, begin to structure dependency. Agencies become gateways to essential resources, but also gatekeepers of access. Housing, healthcare, and assistance are routed through layers of eligibility and approval that must be continuously navigated.
Over time, navigating the system itself becomes its own form of labor.
In that arrangement, the identity of "client" can harden into something more permanent than intended. What begins as support risks becoming a long-term administrative position within a system that defines both need and response.
What many advocates are pushing toward is not only better services, but a shift in authorship. The question is not just how efficiently support is delivered, but who gets to design the systems that define what support even is. Leadership becomes central. Who sets the terms. Who builds the pathways. Who decides what counts as success.
From this perspective, efficiency is not only about optimization. It is about power. It shapes who designs systems and who must move through them.
At the same time, efficiency is not only constraint.
Data has also become a tool of advocacy. Statistical documentation of employment disparities, accessibility gaps, and healthcare inequities allows disability organizations to make injustice visible at scale. What is difficult to hold in individual experience can sometimes become undeniable in aggregate form.
There is also a growing movement toward trust-based philanthropy, which reduces rigid outcome tracking and gives organizations more autonomy over how they define success. These approaches do not abandon accountability, but they loosen the grip of constant quantification.
Across this long arc - from Aristotle's potter to Taylor's stopwatch, from Ford's assembly line to McNamara's systems analysis, from grant reporting to disability advocacy frameworks - a single tension keeps returning.
What happens when the systems designed to measure reality begin to define it?
Efficiency has created enormous capacity. It has shaped modern industry, governance, and institutional life. But in moving from efficientia, the act of bringing something into being, it has also narrowed the range of what counts as meaningful making.
Efficiency meets real human needs: for clarity, for standards, for speed, for accomplishment, for frugality, for control. When those needs are met, systems feel coherent and people often feel effective within them. But when efficiency becomes the dominant logic, other needs are pushed aside: choice, exploration, creativity, expression, patience. When those needs are neglected, the result is not abstract failure but lived experience. People feel stifled, unheard, and compressed by systems that no longer register the fullness of what they are trying to express.
The question is not whether efficiency is useful. The question is whether, in centering efficiency so completely, we still recognize what it means to make anything at all.
About the Author
George Cassidy Payne is a freelance journalist, poet, and educator based in Rochester, New York. He writes on topics ranging from social justice and disability advocacy to art, culture, and nature. George has published in both local and national outlets, and he brings a keen eye for storytelling that illuminates lived experience. In addition to his work as a journalist, he serves as a 988 Suicide Prevention Counselor and engages with communities through nonprofit leadership, teaching, and public speaking.