Hidden Figures and the Organisational Cost of Making Competence Invisible

Theodore Melfi’s 2016 film Hidden Figures tells the story of three Black women mathematicians, Katherine Johnson, Dorothy Vaughan, and Mary Jackson, who worked as human computers at NASA’s Langley Research Center during the Space Race. It is a film that has been widely praised as a story of individual triumph over systemic discrimination, and that framing is not wrong. But it is incomplete, and the incomplete framing misses the film’s most important and most transferable insight for organisational practitioners. The film is not primarily about what the three women suffered. It is about what the organisation lost, at enormous cost to its mission, by creating and maintaining the conditions that made their contribution difficult. The discrimination is the mechanism. The cost is the story. And the cost is not historical. It is present, in every organisation that uses social category as a filter for whose competence it chooses to see.

Katherine Johnson’s mathematics is the film’s most precise organisational argument. Her calculation of the re-entry trajectory for John Glenn’s orbital flight, performed manually and in a compressed timeframe, is the event that pivots the film’s climax. Glenn himself, distrusting the early IBM computers, insists on having the “girl check the numbers” before he will proceed. The phrase is revealing: Johnson is, at the moment of the film’s greatest narrative tension, a resource. She is the most reliable mathematical resource available to the mission. She has always been that resource. The organisation has spent years containing and limiting that resource while simultaneously, at the level of its public mission, desperately needing what she can provide. The tragedy is not only personal. It is operational. NASA nearly lost the Space Race because it was managing the social dynamics of 1960s America rather than the full capability of its human assets. The same dynamic, in different forms, is operating in every organisation where social category determines whose contribution is credited, sponsored, and advanced.

The film is remarkably precise about the specific mechanisms through which the three women’s competence is made invisible. The first is SPATIAL SEPARATION: the “Coloured Computing” section is physically located apart from the main NASA operations, which means the contribution of its members is literally out of sight. Space creates invisibility, and invisibility creates the conditions for non-attribution. When Katherine Johnson is moved to the Space Task Group as a temporary assignment, she must prove her value in a context where the default assumption is that her presence is administrative rather than technical. The spatial integration is the first precondition for competence visibility, and the resistance to that integration is the first form the film’s main conflict takes.

The second mechanism is CREDENTIALING ARBITRAGE: the systematic use of credentials and formal qualifications to create barriers to recognition that are formally neutral but practically unequal. Dorothy Vaughan is performing the role of supervisor without the title or the pay because the NASA system has a policy about who can hold supervisory positions. The policy is not racially explicit. Its application is racially consistent. Mary Jackson is required to take courses at a segregated school to qualify for an engineering position, a requirement that is legally valid and practically designed to function as a barrier. These mechanisms are not exclusive to 1960s America. In Indian corporate contexts, the educational credential hierarchy, the IIT/IIM pedigree premium, operates as a credentialing arbitrage that produces similar dynamics: formally neutral criteria whose practical application consistently advantages one population over another.

The third mechanism is ATTRIBUTION DISPLACEMENT: the systematic failure to credit the contribution of non-dominant group members when that contribution is adopted. In one of the film’s most precisely observed scenes, Katherine Johnson’s mathematical solution to the re-entry problem is presented by her supervisor to the mission committee without attribution to her. The solution is accepted and used. Johnson is not in the room. The credit flows upward to the person who presented rather than sideways to the person who produced. This mechanism is not unique to 1960s NASA. It is the modern meeting room’s co-opting of the non-dominant voice, the reattribution of the junior woman’s idea to the senior man who “built on it,” the erasure of the contribution as quickly as the contribution is taken up. The film documents it precisely, in a historical context, and every member of the audience who has experienced it in a contemporary one recognises it immediately.

The film’s most important contribution to DEIB thinking is its insistence that the cost of invisibilising competence is borne primarily by the organisation, not only by the individual whose competence is invisibilised. This is an unusual framing for a film about discrimination, which more commonly centres the personal cost to the individual. Hidden Figures centres both, but the mission-level cost, what NASA almost failed to achieve because it was managing its social hierarchy rather than its full human capability, is the film’s structural argument. The three women are essential to the mission’s success. The organisation’s social system makes their essentialness invisible until the mission cannot proceed without acknowledging it. At that point, the social system bends. It bends not from moral progress but from operational necessity.

This is, for the DEIB practitioner, one of the most honest and most transferable insights in the film. Change in organisations that are managed primarily by mission and performance imperatives does not typically come from moral persuasion alone. It comes from the point at which the cost of maintaining the social hierarchy becomes operationally prohibitive. The leader who allows Katherine Johnson’s mathematics to be used without attribution is not changed by the argument that attribution is fair. He is changed by the situation in which he needs Katherine Johnson to be visible in order to access her mathematics. The practical implication for DEIB work is not that the moral argument should be abandoned, but that the operational argument, this is what we are losing by making certain competence invisible, is often the more powerful lever with the specific leadership population that most needs to change its behaviour.

In the Indian corporate context, the invisibilisation mechanisms documented in Hidden Figures are present in specific forms that the film’s historical setting illuminates without directly depicting. The educational credential hierarchy. The language register hierarchy. The gender expectation hierarchy. The regional background hierarchy. Each of these creates a filter through which certain competence is seen and other competence is rendered selectively invisible. The cost of each filter is the same as the cost documented in the film: the organisation is operating with a fraction of the capability available to it, not because the capability does not exist but because the system through which capability is recognised and deployed is designed to see only some of it.

The film’s most discussed belonging scene is Al Harrison’s dismantling of the “Coloured Restroom” sign after Katherine Johnson’s extended absences become operationally costly. His speech is often quoted as a belonging moment: “Here at NASA, we all pee the same colour.” The speech is memorable. What is more instructive for the organisational practitioner is the structural response that precedes and follows the speech. Harrison does not deliver a values statement about equality. He identifies a specific barrier to the specific competence he needs, removes the barrier with a sledgehammer (literally), and then expects performance. The change is not attitudinal. It is structural. It is driven by operational necessity rather than moral enlightenment. And it produces, immediately and measurably, the outcome it was designed to produce.

This is the lesson that most DEIB programmes miss: structural change, even when it is driven by pragmatism rather than values, is more effective than attitudinal development in the absence of structural change. Harrison is not a changed man after the scene. He does not express regret for the conditions that preceded it. He removes a specific barrier because the barrier is costing him something operationally, and then he expects the newly unbarriered person to perform. The performance, of course, justifies and reinforces the structural change. This is not a morally inspiring story. It is an accurate one, and it is one that every DEIB leader should have in their toolkit when making the case for structural change to a leadership population that is primarily motivated by operational outcomes rather than equity values.

RK

Founder & Principal Consultant, ProventusHR

RK holds the Master Certified Coach (MCC) credential from the ICF and is a Certified Practitioner of the Marshall Goldsmith Stakeholder Centred Coaching methodology. He has facilitated over 400 leadership, culture, and coaching programmes across India’s most complex organisations.