The Structure Is the Bias: Why a Generation of Initiatives Hasn’t Moved the Numbers

A generation of pledges, targets, mentoring schemes and agile-working policies has barely moved the numbers. The reason is not a shortage of effort or good faith. It is that the two structures which generate a law firm’s profits – the billable hour and the partnership tournament – are the same two structures that push women out. You cannot bolt equality onto a machine built to do the opposite.

Let’s begin with the fact that ought to have ended this argument long ago. Women have made up roughly half of law school entrants for more than a quarter of a century. In the United States they are now a majority of the profession; recent NALP figures put women at just over 51 percent of lawyers. In England and Wales they have been the majority of practicing solicitors for years. The pipeline is not the problem, and it has not been the problem for a generation.

And yet the seats that carry real power and profit remain stubbornly male. In the U.S., the share of equity partners who were women sat at 15 or 16 percent every single year from 2006 to 2012, then crept upward by roughly a point a year to reach about 22 percent by 2020. Take the narrower, harder measure and the picture is bleaker still: NALP’s 2024 data put female equity partners at under 14 percent of all partners in two-tier firms. Women occupy a low‑teens percentage of firm leadership roles in many surveys. In the UK, women now account for roughly 37 percent of all partners, a figure that sounds like progress until you notice where they are not. According to analysis drawing on Financial Times data, four in five partners hired into corporate and finance teams between 2019 and 2024 were men, and only 15 percent of new private equity partners in London across five years were women. Women are entering partnership ranks in greater numbers, but they remain underrepresented in the highest‑billing deal teams and equity leadership that drive firm profits.

None of this is for want of trying. The roll-call of initiatives is long and, taken one by one, often genuinely thoughtful. The Mansfield Rule. The Law Society’s Women in Law Pledge. Promotion targets and gender quotas for partner rounds. Sponsorship and mentoring programs. Affinity networks. Unconscious-bias training. Enhanced and equalized parental leave. Agile, hybrid and part-time working. Returner schemes. Mandatory gender pay gap reporting since 2017. Diversity officers, diversity consultants, diversity committees, diversity charters. Most firms have adopted most of these. Plenty have adopted all of them. And the dial has barely shifted. As one of the authors of the long-running NAWL survey put it years ago, the results show very little progress after years of very little progress. That sentence could be reprinted, unchanged, almost every year since.

So the question is not whether firms have tried. It is why so much sincere effort has yielded so little. And here the comfortable answer and the correct answer part company.

The wrong diagnosis

The conventional explanation is “culture”: unconscious bias, old-boys’ networks, a hidebound profession slow to modernize. There is truth in that, but it mistakes a symptom for the disease. Bias is not a film that settles on top of an otherwise neutral structure, to be wiped away with enough training and goodwill. In a law firm, the structure is the bias, encoded directly into the economics. Two mechanisms do almost all of the work, and neither has been touched by a generation of initiatives.

The billable hour

The billable hour measures time rather than client value or outcomes; it skews incentives toward uninterrupted availability. That single design choice quietly decides who can win. A system that rewards raw hours rewards, above all else, the person with the fewest competing claims on their time – and historically and overwhelmingly that person is a man without primary caring responsibilities.

The billable hour measures time rather than client value or outcomes; it skews incentives toward uninterrupted availability. That single design choice quietly decides who can win.

The arithmetic is unforgiving. Industry data suggests lawyers manage fewer than three billable hours in a typical eight-hour day, which means hitting a 2,000-hour annual target requires sixty-hour weeks before anything done at home is counted, and 2,000 is a floor rather than a ceiling at the high end. A recent survey found roughly two-thirds of attorneys say billable-hour pressure damages their mental health, a figure that rose between 2024 and 2025. Women leave large firms at close to twice the rate of men. The ABA’s own research into lawyers who are parents and carers, drawn from a survey of more than eight thousand practitioners, documents what it calls a maternal wall: mothers far more likely than fathers to face demeaning comments, withheld development opportunities and denied raises.

Crucially, the hour is also the unit against which every alternative is measured and found wanting. A lawyer who reduces her hours to raise children is not judged against some abstract standard of contribution. She is measured, in six-minute increments, against colleagues with no comparable demands at home. Part-time and flexible working, the policies firms reach for first, do not solve this. They simply let a woman pursue the same impossible number on a pro-rata basis, with less visibility, less of the high-value work that flows to those who are always available, and a quiet question mark over her commitment. The target never changes. Only her odds of meeting it.

The partnership tournament

Which brings us to the second structural barrier: the up-or-out partnership tournament. Its design is almost perfectly calibrated to exclude women. The decisive years, when associates must out-bill, out-network and out-originate their peers to win one of a handful of slots, fall precisely on the years of childbearing. And childbearing is only the most visible of the competing claims on those years. The same window, stretching from the late thirties into the forties, is so often when women become the primary carers for ageing parents as well, frequently while they are still raising school-aged children of their own – a second shift laid over the first, arriving at the exact moment a partnership case has to be built and defended. The expectation that a woman will hold the family unit together, in all its forms, has loosened far more slowly than the expectation that she bill and originate like a partner. Partnership rounds are typically annual, fiercely contested and dependent on someone above retiring or leaving. As UK practitioners told Law360, the timing of a partnership case so often coincides with maternity leave that a strong candidate becomes, in the firm’s eyes, out of sight and out of mind, her business case suddenly looking thinner than a colleague who never stepped away.

Credit, once held, is hoarded. It accrues to incumbents, who are overwhelmingly white and male, while the “minders” and “grinders” who service the relationship and do the actual work – disproportionately women and lawyers of color – are systematically undervalued.

Then comes compensation, and the most quietly decisive mechanism of all: origination credit. Under “eat what you kill” and its modern variants, the partner credited with bringing in a client captures a large share of the revenue, often for years, sometimes under first-touch rules that pay out even if that partner never speaks to the client again. Credit, once held, is hoarded. It accrues to incumbents, who are overwhelmingly white and male, while the “minders” and “grinders” who service the relationship and do the actual work – disproportionately women and lawyers of color – are systematically undervalued. Reporting on these systems has documented women being excluded from credit even when they were instrumental in winning the business, and in some cases intimidated when they pressed for it. The result shows up cleanly in the pay data: the 2024 Major, Lindsey & Africa survey found male partners earning on average 29 percent more than their female counterparts, roughly $1.7M against $1.2M. The legal sector’s gender pay gap in the UK runs at around 26 percent, double the national average.

Why the initiatives could never work

Set these two engines side by side and the failure of a generation of effort stops being a puzzle. Every initiative is a bolt-on that leaves both engines running at full power.

Flexible working does not alter the hours target; it just rations visibility. Mentoring and sponsorship do not reallocate a single point of origination credit. Unconscious-bias training does not change who gets the high-margin matter or the institutional client. Promotion targets, absent any change to how partners are actually paid, tend to inflate the non-equity tier – more women admitted to a “partnership” that carries the title without the economics. Gender pay gap reporting, for all its value, illuminates the gap without diminishing its cause; firms themselves describe the reporting as a blunt instrument and, too often, a tick-box exercise, and several initially tried to exclude equity partners from the calculation altogether. One survey found that while 92 percent of legal professionals agreed the pay gap was a concern, 62 percent said fixing it was not a priority for their firm’s senior management, and 84 percent of female lawyers did not expect to see genuine pay equality in their working lives.

There is even evidence that the initiatives can be actively self-defeating. Research published through Columbia Law School describes a “non-virtuous cycle” in which hiring a few senior women at the top lets a firm project an image of progress while attention and resources to the internal pipeline quietly fall away, so that fewer women are recruited below. Diversity at the summit becomes a mask for thinning diversity beneath it. Mentoring, the perennial favorite, fares no better under scrutiny: research summarized by Stanford’s business school is blunt that traditional mentoring programs are not very successful, because firms cannot manufacture the informal relationships that actually drive advancement.

The part nobody wants to say aloud

Here is the uncomfortable core of it. Time‑based billing and origination‑weighted compensation are often linked to gender gaps in pay and leadership; while causation is complex, the economic incentives clearly favor those with uninterrupted time and portable origination credit. Profit-per-equity-partner, the number by which firms are ranked and managed, is a direct product of leveraged associate hours billed at a multiple of cost, and of concentrating origination and reward at the top. The billable hour and the partnership tournament are not unfortunate legacy features the profession has failed to get around to fixing. They are the business model.

When a quarter of the partner-track talent drains away before it ever reaches partnership, that is not a line in a diversity report. It is a quarter of the firm’s finest human capital walking out of the door.

Which means firms are not failing to change because they are foolish or ill-intentioned. They are behaving rationally. The initiatives of the past generation have, in effect, done one thing consistently: held the economic structure constant and varied everything else, to see whether sincerity, training, targets and good policy could deliver equity on their own. The results are now in. The answer is no.

That is also why the firms making real progress tend to be the ones that walked away from the standard model entirely – boutiques, consultant-model firms billing on value rather than time, and the female-led firms that women increasingly leave to start, precisely because the traditional structure could not hold them. The exodus is not a footnote to the story. It is the clearest possible verdict on it.

All of this should trouble firms, because the case has never really rested on idealism. Firms want their best people to stay. They do not want to lose their sharpest litigators and most capable dealmakers at the very moment those lawyers are coming into the prime of their careers. When a quarter of the partner-track talent drains away before it ever reaches partnership, that is not a line in a diversity report. It is a quarter of the firm’s finest human capital walking out of the door. This is a talent retention crisis – and any firm that files it under something softer is quietly impoverishing itself.

What would actually have to change

None of this is an argument for despair, and it is certainly not an argument that nothing can be done. It is an argument about where to aim. Genuine change does not run through another charter or another training module. It runs through the two structures themselves.

It means moving decisively away from the billable hour toward fixed-fee and value-based pricing that decouples reward from raw time on the clock. It means rebuilding partner compensation so that minding, supervising, mentoring, team-building and client stewardship are credited as real contributions rather than treated as charity – and putting hard sunset clauses on origination credit so that incumbency stops compounding indefinitely. It means promotion paths that do not collapse into a single up-or-out window timed to collide with people’s thirties. Those windows fall in the very years when so many people are also building young families that demand enormous reserves of time and energy. These are not soft cultural asks. They are changes to the firm’s plumbing, and they are difficult precisely because they touch the money. That difficulty is the whole point.

The verdict on a generation of initiatives is in. They were not too cautious or too few. They were aimed at the wrong target. Until firms are willing to confront the billable hour and the partnership tournament – the two things they have always treated as untouchable – the numbers will keep telling the same story, year after year, in language that no amount of good intention can edit.

Sources drawn on include the ABA Profile of the Legal Profession and the ABA Commission on Women’s report on lawyers who are parents and carers; NALP and NAWL data on equity partnership and retention; Law360’s UK law firm gender pay gap analysis; the Major, Lindsey & Africa Partner Compensation Survey; Financial Times analysis of partner hiring; the Next 100 Years Project; research published via Columbia Law School and Stanford Graduate School of Business; and Clio’s Legal Trends Report.

Sidebar is an occasional new column from Lawdragon Managing Director David Burgess, offering fresh insight and perspectives on the business and practice of law.