Pakistan's factory workers swelter in extreme heat as global brands fail on safety pledges

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Cite

Milko, V. (2026, October 21). Pakistan's factory workers swelter in extreme heat as global brands fail on safety pledges. Toronto Star. https://www.thestar.com/news/world/pakistan-s-factory-workers-swelter-in-extreme-heat-as-global-brands-fail-on-safety-pledges/article_6280d53b-51c5-5787-ba1b-5ba62e74af06.html

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Toronto Star · collected 2026-10-21 · by Victoria Milko

Quick Summary

In Karachi, Pakistan, garment factory workers like Siddiqui face dangerous working conditions as temperatures rise due to climate change. Inside factories producing goods for global brands such as Zara and Mango, machines generate intense heat with insufficient cooling measures, causing health issues including fainting spells and lost wages when workers miss work due to illness. The Associated Press interviewed over a dozen workers who reported absent safety protocols and high temperatures exceeding 37.8 C (100 F) inside factories, highlighting the gap between global brands' safety pledges and actual working conditions.
Written locally by qwen2.5:14b on 2026-10-21, using this article's own text rather than the other coverage of the same event (that is the story summary below).

AI analysis runs on qwen2.5:14b, locally

Story summary

As of October 21, 2026, garment factory workers in Karachi, Pakistan, face extreme heat conditions that have led to health risks like fainting. Workers, such as Siddiqui, a 28-year-old employee identified only by surname due to fear of employer retaliation, suffer from sweltering environments intensified by climate change. Despite global companies' pledges to ensure worker safety, factories lack basic protections against extreme heat. The International Accord for Health and Safety in the Textile and Garment Industry announced in 2025 plans to address heat as a workplace risk but has yet to implement these protocols.

Experts stress that simple measures like measuring temperature and humidity, providing cold drinking water, and allowing breaks could protect workers from such dangers. However, these measures remain unfulfilled due to rising temperatures, leaving factory employees vulnerable to severe health impacts.

Written for “Pakistan Factory Workers In Extreme Heat” on 2026-10-21, grounded in this article and the 0 other(s) covering the same event.
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The article's own words the score was based on. Each is quoted verbatim and was checked against the article text before being stored, so you can find it in the original.
Reading Leans left (beta estimate) Confidence high
Leaning: leans left for article 95081 (high confidence, 2 verified quotes) · logged 2026-10-21

Story

📰 Pakistan Factory Workers In Extreme Heat
Environment · 1 article(s) covering the same event.

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Claims extracted
66
sentences that state something as happening or true
Uncertain
2%
1 of 66 hedged ("reportedly", "may", "according to")
Leaning
Leans left
of the writing, not the subject · beta estimate
Publisher signals
63/100
Toronto Star's corrections and hedging, across everything collected from it. Not a measure of accuracy.
Outlets on this story
1
Environment
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-10-21 · how these are computed

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Article leaning vs. publisher reliability
Source leaning vs. consistency

Publisher

Toronto Star · 8695 article(s) · 23 correction(s) detected
Running correction rate · 23 correction(s)
2026-10-07
Correction
2026-09-24
Correction

Who wrote this

Victoria Milko
5 article(s) here · 1 carrying a prediction
🔮 The most concrete is the International Accord for Health and Safety in the Textile and Garment Industry, which in 2025 announced it would treat heat as a workplace safety risk and develop heat stress protocols, which are under review but not yet in effect.
🔮 Boyechko, of Hope For Ukraine, said that by the end of 2026, his nonprofit will have distributed over 3,200 kits.
🔮 El Niño is part of a natural climate cycle of warming ocean temperatures, but this year’s is expected to reach new extremes of drought, heat waves, flooding and other climate-related disruptions across the globe.
🔮 When funding for SERVIR-HKH ended, so did programs that monitored landslide forecasting, daily flooding, training programs and regional collaboration between countries.
🔮 But as they cleared debris from equipment buried by last week's catastrophic floods, there was hope the plant would not simply be rebuilt in the same place, beside the river that destroyed it.
Also by Victoria Milko
Nothing else under this byline is closely related to this article, so these are simply their most recent.

Topics

KARACHI Pakistan The Associated Press the Pulitzer Center the United States

Subjects

Siddiqui PERSON · 5× KARACHI GPE · 4× Pakistan GPE · 3× The Associated Press ORG · 2× Andreas Flouris PERSON · 1× Mango ORG · 1× Spanish NORP · 1× Zara ORG · 1× the Pulitzer Center ORG · 1× the United States GPE · 1×

Narrative

There are simple, scalable and economically feasible measures factories can take to protect their workers from extreme heat, including accurately measuring temperature and humidity inside workplaces, providing cold drinking water and allowing workers breaks, said Flouris.
framing: assertive · carried by 1 article(s) · first seen 2026-10-21
🔮 The most concrete is the International Accord for Health and Safety in the Textile and Garment Industry, which in 2025 announced it would treat heat as a workplace safety risk and develop heat stress protocols, which are under review but not yet in effect.

Claims (66 extracted, 1 hedged)

KARACHI, Pakistan (AP) — Machines whirred around Siddiqui as her vision blurred and her heart hammered. asserted
heart → whir → Siddiqui
The garment factory on the outskirts of Karachi was sweltering. asserted
factory → swelter → Karachi
The room was packed with sweating fellow workers and huge industrial equipment that radiated heat. asserted
that → pack → heat
The air felt thick with the humidity of this summer’s monsoon. asserted
air → feel → monsoon
Siddiqui, who The Associated Press is identifying only by surname because she fears retaliation by her employer, felt like she was suffocating. asserted
she → identify → employer
Concerned co-workers called over her supervisor. asserted
workers → call → supervisor
“The supervisor said, ‘Just complete this work,’” Siddiqui, 28, told The Associated Press. asserted
Siddiqui → say → Press
“Suddenly darkness came before my eyes.” asserted
darkness → come → eyes
Exhausted by the heat, she collapsed. asserted
she → exhaust → heat
Extreme heat — intensified by climate change — is creating dangerous conditions for factory workers in Pakistan. asserted
heat → intensify → Pakistan
From blue jeans to homeware, these factories produce goods for global companies that have pledged to protect workers’ safety. asserted
that → produce → safety
But experts and labor rights advocates say those promises remain unfulfilled, as temperatures rise and workers pay the price with their health and safety. asserted
workers → say → health
The AP interviewed more than a dozen workers in Karachi, all of whom described scorching workplaces, absent heat protocols and negative health effects, including fainting. asserted
all → interview → fainting
They spoke on the condition that their identities be protected out of fear of retaliation by their employers. asserted
identities → speak → employers
All but one said they lost wages when heat-related illness forced them to miss work. asserted
illness → say → work
Ten of the workers made goods for global brands sold in the United States and Europe. asserted
Ten → make → States
___ This story was supported by the Pulitzer Center. asserted
story → support → Center
___ Workers are exposed to scorching conditions inside factories asserted
Workers → expose → factories
For workers like Siddiqui, extreme heat — temperatures at or above 32.2 C (90 F) combined with high humidity — isn’t just a workplace hazard. asserted
heat → combine → humidity
Living with her six children in a small room with no air conditioning on the outskirts of Karachi, temperatures routinely exceed 37.8 C (100 F) during heat waves. asserted
temperatures → live → waves
Inside the garment factory where she stitches clothes for Spanish brands like Zara and Mango, it’s even hotter. asserted
it → stitch → Zara
Huge machines churn heat into the air. asserted
machines → churn → air
There are fans, but they’re often broken or small. asserted
they → be → ?
Windows are slitlike and set high, or even closed to deter theft, further trapping the heat, workers told AP. asserted
workers → set → AP
“Smoke, heat, you face it,” said a 34-year-old male factory worker. asserted
worker → face → it
Health issues and lost wages are common Extreme heat is a silent killer: It can show few outward symptoms while causing severe internal damage and worsening conditions, including cardiovascular disease, diabetes and asthma. asserted
It → lose → disease
Studies have linked it to dehydration, heatstroke, organ failure and death. asserted
Studies → link → dehydration
“The longer you work in the heat, the less that you’re protected from it and the health risks rise,” said Andreas Flouris, the founder of FAME Lab, which researches heat’s impact on health. asserted
which → work → health
The number of people exposed to extreme heat is growing exponentially due to climate change. asserted
number → expose → change
Heat stress is a leading cause of weather-related deaths, according to the World Health Organization. uncertain
stress → lead → Organization
Studies by World Weather Attribution say that climate change has also drastically increased the frequency, intensity and risks of extreme heatwaves in Pakistan. asserted
change → say → Pakistan
Workers interviewed by AP described temporary muscle paralysis, swollen limbs, blood pressure swings, breathing problems, blurred vision and exhaustion that peaked in the hottest months. asserted
that → interview → months
One worker showed scaly skin rashes on her arms from routine chemical exposure, saying how the pain intensified during summer. All said they’d seen co-workers faint from the heat. asserted
workers → show → heat
they’d fainted themselves, some multiple times asserted
some → faint → ?
Those who fainted were often only offered a short break or sugary drink before being told to resume work. asserted
who → faint → work
They said complaining to supervisors led to no changes. asserted
complaining → say → changes
Only one worker had paid sick leave. asserted
worker → pay → leave
The rest told AP that missed hours — even from fainting on the job or from heat-related illnesses — meant slashed wages. asserted
hours → tell → wages
Siddiqui wept on the floor of her home as she described fainting and being sent to the hospital. asserted
she → weep → hospital
Earning 15,000 Pakistani rupees ($54) a month, the hospital visit cost, which her employer refused to pay, left her unable to buy food for her children. asserted
employer → earn → children
…and 26 more, not listed.
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