Sema’s Reviews > Invisible Women: Data Bias in a World Designed for Men > Status Update
Sema
is 35% done
Even orchestral players. Blind auditions.
Belief in your own objectivity makes you more subjective
Office temperature - metabolic rate, 5* colder than men on average.
Female overalls in coast guard, and ppe sizes/regulations…
— May 02, 2026 05:53PM
Belief in your own objectivity makes you more subjective
Office temperature - metabolic rate, 5* colder than men on average.
Female overalls in coast guard, and ppe sizes/regulations…
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Sema’s Previous Updates
Sema
is 99% done
Gender neutral does not equal gender equal bridging the data gap will make it harder to ignore that ignoring women’s needs and rights is OK for the greater good
In communities, the people leading advocacy and community work are often women
— 11 hours, 39 min ago
In communities, the people leading advocacy and community work are often women
Sema
is 85% done
Women most most likely to suffer after effects of a disaster. Least safe during disaster fallout.
Homelessness is generally seen as a male problem, it is also assumed that men are likely to leave and become a refugee because of political situation. Women refugee and homeless often because of escaping violence, interpersonal, and familial
— 11 hours, 39 min ago
Homelessness is generally seen as a male problem, it is also assumed that men are likely to leave and become a refugee because of political situation. Women refugee and homeless often because of escaping violence, interpersonal, and familial
Sema
is 80% done
Discussion of poverty, statistics, and how we measure household money. We make a lot of assumptions about how male and female households spend their money where it goes and how we measure the poverty level they have.
Don’t ignore misogyny. Gender Data gap also leads to a general sense that women’s ambition is not appropriate, because we never actually measure it.
Governments are better when women are involved.
— 11 hours, 40 min ago
Don’t ignore misogyny. Gender Data gap also leads to a general sense that women’s ambition is not appropriate, because we never actually measure it.
Governments are better when women are involved.
Sema
is 75% done
GDP is a construct and often does not equate to an appropriate number that takes into account time in the household work. It is not impossible to measure this – use survey time used surveys.
Zombie stat is a stat that comes out of nowhere isn’t necessarily backed up, but it’s very hard to get away from.
— 11 hours, 40 min ago
Zombie stat is a stat that comes out of nowhere isn’t necessarily backed up, but it’s very hard to get away from.
Sema
is 70% done
Prevention is also hindered by failing to account for female socialization. Example from Africa of women not wanting to cough up enough mucus to study and understand if they had a particular disease. Medical people did not explain it and so they did not do it.
— 11 hours, 41 min ago
Sema
is 65% done
Medical studies miss women
Autism rates are lower for girls because the checklist is based on white male boys.
Yentl syndrome is a woman behaving like a man/acting like a man and be behaving like a man doesn’t mean having the same symptoms as a man.
— 11 hours, 41 min ago
Autism rates are lower for girls because the checklist is based on white male boys.
Yentl syndrome is a woman behaving like a man/acting like a man and be behaving like a man doesn’t mean having the same symptoms as a man.
Sema
is 62% done
Fuel work made harder by eco friendly materials, making women less likely to adopt clean tech and thus more likely to have negative health and environmental outcomes.
— 11 hours, 41 min ago
Sema
is 60% done
Controversial. Labor agg Data full of gaps.
Most farm work considered field work, so figures miss rearing small animals, etc., and part time agriculture work.
Fuel work made harder by eco friendly materials, making women less likely to adopt clean tech and thus more likely to have negative health and environmental outcomes.
— May 03, 2026 12:43AM
Most farm work considered field work, so figures miss rearing small animals, etc., and part time agriculture work.
Fuel work made harder by eco friendly materials, making women less likely to adopt clean tech and thus more likely to have negative health and environmental outcomes.
Sema
is 50% done
Plough hypothesis: men’s upper body strength 40-60% higher than women’s. More able to operate the plough or control the animal doing so. Not really trainable, including grip strength. Where plough is used, men dominated agriculture. Non-plough work is “stoppable” and thus more conducive to family roles.
— May 03, 2026 12:43AM
Sema
is 44% done
Weird impact of unions, and almost no data on sex, so no global figures on women in precarious work. Even though in some studies, women make up 50-60% of this group. Part time and low skill work.
Means we also miss sexual violence in the work place
— May 02, 2026 05:54PM
Means we also miss sexual violence in the work place

