Systemic bias in fitness science: How anatomical generalisations in exercise research perpetuate gendered injury risks

Indigenous movement traditions universally reject one-size-fits-all fitness models, instead embedding anatomical diversity within cultural practices. For instance, the Inuit practice of *qaggiq* (group drum dancing) adapts to permafrost terrain and individual mobility, demonstrating systemic solutions to injury prevention. Western science's focus on 'hacks' mirrors colonial extraction—taking isolated techniques while ignoring holistic, community-based knowledge systems that have sustained diverse bodies for millennia.

Exercise science has systematically excluded women from research until the 1990s, when the NIH mandated their inclusion in clinical studies. Early 20th-century 'scientific' fitness programs (e.g., military training manuals) were designed for male bodies, with women's participation often limited to 'aesthetic' goals like corset-wearing. The push-up's origins in military training—where women were historically barred—explain its male-centric design, a legacy now being challenged by grassroots adaptations.

Non-Western movement systems like Indian *kalari payattu* or Chinese *qigong* treat the body as an interconnected system, where 'hacks' are secondary to breath and alignment. Japanese *taiso* (calisthenics) incorporates variations for different ages and physiques, reflecting a cultural emphasis on longevity over performance. These traditions contrast with the Western obsession with 'optimisation,' which often pathologises natural anatomical differences as 'flaws' to be 'fixed.'

Biomechanical studies confirm that women's wider Q-angles and higher body fat percentages (relative to muscle mass) increase rotator cuff strain during standard push-ups. Research on female athletes shows that training programs designed for male testosterone profiles (e.g., high-load hypertrophy) elevate injury risks by 2-3x. However, most studies still use male participants as the default, with women treated as a 'special population' rather than a baseline.

Artistic traditions like Butoh dance or African-American stepping use the body as a canvas for expression, where 'perfect form' is secondary to emotional and communal resonance. Spiritual practices such as yoga or Tai Chi frame movement as a dialogue between mind and body, inherently accommodating anatomical diversity. These approaches reject the commodified 'hack' mentality, instead fostering a relationship with one's body that prioritises intuition over metrics.

Future fitness models must integrate sex-specific biomechanics, hormonal cycles, and cultural context into algorithmic training recommendations. Wearable tech could adapt in real-time to individual physiology, but only if data sets include diverse populations beyond the 'average male.' The push toward personalised fitness risks becoming another neoliberal tool unless it centres collective well-being over individual 'optimisation.'

Women of colour face compounded risks due to racialised fitness stereotypes (e.g., Black women being overrepresented in 'bootcamp' injuries due to culturally appropriated military-style training). Disabled women and those with chronic conditions are excluded from 'hack' narratives entirely, as their bodies are deemed 'non-compliant' with standardised models. Trans and non-binary individuals are erased by binary anatomical assumptions in both research and commercial fitness spaces.