S3 Assignment: The delivery girl on a pink tricycle.
- 33523995
- Aug 20
- 10 min read
Updated: Aug 23
The plight of female courier deliverers in e-Commerce hub in Hangzhou.
Core Interviewee:Wang Jing, a Gen Z female courier deliverers born in Hengyang, Hunan, operating last-mile delivery services in Hangzhou Zhejiang Province.
Lead
Wang Jing, 25, is one of the few female contractors in HANGZHOU who independently handles bulk parcel delivery. Her days are long and so are the nights, usually starting work at 7 a.m. and often finishes past 2 or 3 a.m. The hard life of making deliveries makes the profession unattractive to women.
As the core hub of China’s e-commerce sector, ZHEJIANG recorded a total express delivery volume of 34.4 billion parcels across Zhejiang Province in 2025.
Countless parcels circulate between office towers and residential compounds day and night, supported by high-speed automated sorting assembly lines.
Wang Jing processes 700 to 800 parcels every single day. Trapped by platform algorithms and arbitrary penalty rules, she also endures persistent gender prejudice in the workplace.
Behind the glossy consumer experience, female last-mile delivery workers have long been stereotyped by mainstream media as merely "hardworking inspirational laborers".
I. On a Pink Tricycle: A Day Trapped by Algorithms of couriers.
Wang Jing has painted her electric tricycle entirely pink and decorated it with small ornaments, a rare emotional outlet amid backbreaking labor.
"I repainted my tricycle pink just because I love the color, and I stuck all kinds of decorations on it. It lifts my mood every time I ride it to work," says Wang.
Wang Jing moved to Hangzhou from Hengyang, Hunan, in 2022. She shoulders five overlapping roles: parcel sorter, doorstep courier, warehouse station manager, merchant parcel collector and after-sales customer service representative. She receives no social insurance or housing fund benefits, and works without fixed rest days—not even returning home for the Lunar New Year.
Conveyor belts roar nonstop in sorting warehouses, and platform algorithms assign delivery quotas without differentiating physical disparities between male and female workers.
Wang is required to haul dozens of kilograms of grain, oil and construction materials alone, while male couriers can lift heavy cargo with one hand. Years of strenuous manual labor have disrupted her physiological cycle severely.
"Since I started this job, my menstrual cycle has become irregular and often comes ahead of schedule. I never suffered from period pain before, but now I’m plagued by severe lower back pain from day one of my period. Public restrooms are scarce along delivery routes, so I often have to hold urine for hours. Workers in this industry dare not fall ill—any backlog of parcels due to absence leads to heavy fines," She explains.
She once nearly fainted from heat exhaustion while sorting parcels in 40°C summer heat. Even when soaked to the skin by torrential rain, she must complete delivery quotas on time. A typical workday stretches from 6 a.m. to 2 or 3 a.m., leaving her no time for regular meals.
"I fall asleep the moment my head hits the pillow after work—is foreign to me. Sometimes I even talk in my dreams, responding to customers asking about parcel locations, and wake myself up mid-nightmare. Every day only revolves around finishing deliveries and sleeping; as the years slip by, I’ve lost sight of my own life goals," says Wang.
Wang has spent six years studying for a heavy vehicle driving license, dreaming of launching an independent bulk delivery business. However, platform monopolization of parcel sources has crushed this ambition.
Back in 2019, independent tricycle couriers could sign direct cooperation contracts with offline online stores, earning a unit delivery fee of 2 yuan per parcel. Today, after deducting assorted labor costs, the net unit profit falls between RMB 0.4 and 0.8. Price wars waged by major e-commerce platforms have squeezed small independent operators out of the market, creating a distinct industrial crowding-out effect. Unable to afford a motor vehicle, she relies solely on her pink electric tricycle for all deliveries.
Worse than physical exhaustion is the punitive penalty system embedded in the "refund-only" after-sales rule, which shifts all logistics and transaction risks entirely onto frontline warehouse contractors. A single customer complaint triggers an immediate fine of 100 yuan; secondary complaints incur a 200-yuan penalty, and complaints filed with postal supervision authorities carry a maximum fine of 2,000 yuan. Fines are never revoked, even if customers retract their grievances afterward.
Wang recalls she once faced a RMB 800 penalty over a damaged durian parcel. The fruit was broken during long-distance transit due to insufficient cushioning packaging from the merchant, and the outbound courier even threatened the customer to withdraw the complaint. Despite submitting complete surveillance footage and chat logs as evidence, the platform ruled Wang fully liable on the grounds that she failed to call the customer before placing the parcel in the self-service station.
"Many customers vent their personal frustrations by filing random complaints, and all resulting losses land on us. Higher daily delivery quotas raise the risk of operational errors, which in turn trigger more fines—the harder I work, the less money I earn," says Wang.
Her fixed monthly living and warehouse rental expenses exceed RMB14,000, offset by monthly fines ranging from RMB 2,000 to 3,000. She barely manages to save any income each year, trapped by high deposit requirements and long-term binding contracts: quitting mid-term means forfeiting all deposits and liquidated damages.
As the only young female courier responsible for full outdoor delivery in her zone, she faces targeted discrimination and harassment from customers.
"Male couriers and I bear the same delivery workload, yet I am far more vulnerable to unreasonable customer mistreatment,” Wang explains. “Conflicts that can be resolved through simple communication with male couriers often escalate into abusive verbal attacks and groundless complaints against me."
Most warehouse operators are reluctant to hire women for outdoor delivery routes. Wang once recruited several female employees, yet all resigned within one or two days, overwhelmed by outdoor heat, physical strain and frequent fines. Burdened by constant workplace stress, she rarely shares her hardships with family, only replying "I’m busy" to every phone call from home, choosing to report good news and hide suffering.
II. Shared Hardships: Collective Plight of Female Courier Practitioners
Wang Jing’s struggles are far from isolated cases.
Interviews with three female sorting‑delivery workers — Ms. Li, Ms. Feng and Ms. Chen — who differ in age and family background reveal that algorithm‑driven management, arbitrary fines and gender exclusion have subjected them to identical pressures.
Li sorting parcels between school pick-ups for her teenage son.
She says: "I used to work on doorstep delivery routes, but the platform offers no flexible scheduling for women with childcare responsibilities. The risk of late-delivery penalties left me no time to look after my child, so I switched to fixed-shift warehouse sorting for more predictable hours, even if the pay was lower."
Feng standing beside endless sorting conveyor belts
She says: "I am past the official female retirement age, yet this industry provides no social insurance or pension benefits. I have to keep working until my body can no longer endure it. The warehouse is built of iron sheets with no air conditioning—temperatures hit 50°C in summer and drop to outdoor lows in winter."
Ms. Chen is a female delivery worker with eight years in the trade witnessed plummeting delivery rates and exponentially growing extra workloads, alongside the industry’s harsh liability rules. Unable to make ends meet, she quit frontline delivery work and transferred to parcel sorting.
Oral accounts from three women corroborate four universal industrial pain points: the demise of independent delivery businesses due to platform capital squeeze, indiscriminate heavy cargo quotas assigned by algorithms, full risk transfer under refund-only clauses, and dual physical and interpersonal discrimination targeting female workers. Their lived experiences proves such suffering is a widespread reality across Hangzhou’s last-mile delivery sector, not a matter of individual bad luck.
III. Empirical Evidence from Authoritative Industrial Data.
The subjective grievances voiced by individual interviewees are backed by quantitative official data released by Zhejiang Provincial Post Administration Bureau and the National Women’s Federation of Express Delivery Industry, which objectively verify the structural flaws embedded within the sector.
All data charts presented in this chapter are generated based on three official sources: the 2025 Postal Industry Operation Report by the Zhejiang Provincial Postal Administration, the frontline research materials on the express delivery industry from the All-China Women's Federation, and the publicly available statistical records of national e-commerce after-sales supervision.
3.1 The Crowding-out Effect: Sharp Decline of Independent Operators & Collapsing Per-parcel Remuneration
Interactive Dual-Axis Line Chart: Number of Independent Tricycle Couriers in Hangzhou (2019–2025).
In 2019, the average unit delivery fee stood at 2 yuan per parcel, which plummeted to a net comprehensive rate of 0.4–0.8 yuan by 2025. The province has expanded its express delivery network to 55,227 standardized warehouses and sorting centers, which monopolize parcel collection channels and continuously drive small independent operators out of business.
Data Interpretation: E-commerce platforms leverage capital advantages to launch predatory price wars and build unified sorting infrastructure, completely erasing profit margins for self-employed female couriers. This clear market crowding-out effect aligns perfectly with the industry transformation described by Wang Jing and Ms. Feng.
3.2 Pie Chart: Statistics on After-Sales Risk Fully Shifted to Frontline Staff under the "Refund-Only" Policy: Allocation of Liability for E-commerce After-sales Disputes.
Official industrial statistics show that 45.22% of disputes over malicious refund claims and forged parcel loss reports result in full financial compensation borne by warehouse stations and frontline couriers. A single customer complaint incurs a minimum fine of 100 yuan, while escalated complaints filed with postal regulators carry penalties up to 2,000 yuan. Merchants and platforms bear minimal liability for such losses.
In e-commerce-intensive zones such as Yingfeng, Hangzhou, frontline workers face monthly fines averaging 2,000 to 3,000 yuan, consistent with Wang Jing’s personal financial losses from customer grievances.
3.3 Systemic Gender Exclusion Across Express Delivery Roles.
Horizontal Bar Chart: Gender Distribution of Roles in National Express Delivery Industry (2025 Research by Local Express Women’s Federations).
Women account for 24% of the total workforce in the national express delivery industry, yet only 2.4% of frontline workers engaged in independent outdoor bulk parcel delivery. The vast majority of female employees are confined to indoor warehouse station shifts. Over 88% of female couriers surveyed reported chronic menstrual disorders and persistent safety fears during night shifts stemming from years of heavy manual labor, validating Wang Jing’s accounts of physical strain and targeted customer harassment.
Against a backdrop of booming industrial scale, shrinking delivery profit margins, top-down risk shifting and systemic gender discrimination constitute structural contradictions jointly created by platform capital and algorithmic governance.
IV. Multi-dimensional Theoretical Analysis of Labor Plight.
Combined with documentary footage, interviewee testimonies and authoritative industrial statistics, this report dissects the root causes of workers’ hardships from three interdisciplinary perspectives: labor economics, gender labor studies and communication framing theory.
First, from a labor economics lens, gig economy algorithms and capital crowding-out mechanisms define workplace exploitation. E-commerce platforms monopolize parcel supply chains and eliminate self-employed couriers via price competition. Algorithms quantify every dimension of labor—working hours, cargo weight and delivery deadlines—enforcing full disciplinary control through punitive fines. The "refund-only" after-sales framework creates a complete risk transfer chain, shifting all losses from transactions, damaged goods and malicious claims onto frontline contractors with zero bargaining power. Under multi-level franchise models, all operational pressures cascade down to grassroots workers.
Second, gender labor theory reveals women’s dual labor burden. Female workers face inherent physical disadvantages and irreversible menstrual damage absent among male couriers. Consumers tend to vent negative emotions disproportionately on women, leading to a higher volume of groundless complaints. Socially prescribed unpaid domestic and caregiving responsibilities compound their professional workload, forming a double shift of labor. The industry provides no dedicated rest spaces or safety support for female staff, exacerbating structural gender inequality.
Third, communication framing theory exposes public cognitive bias shaped by mass media. Mainstream short-video platforms and news outlets selectively highlight narratives of female couriers’ perseverance, constructing a simplistic inspirational frame that deliberately omits institutional flaws including predatory fines, binding deposit contracts and platform monopolies. Such media framing frames workers’ hardship as a product of individual resilience rather than imbalanced institutional rules, diverting public attention away from policy and platform reform.
V. Reflections & Solutions: Breaking Simplified Inspirational Narratives to Secure Labor Protection.
Hangzhou ZheJiang’s annual delivery volume of 34.4 billion parcels underpins its digital economic prosperity, which relies on invisible, overworked female couriers like Wang Jing, Ms. Li and Ms. Feng, who receive minimal social security and face constant financial risks. The hardships of female delivery workers are not a product of personal career choices, but systemic conflicts arising from unbalanced power dynamics between platforms, merchants, consumers and industry regulators.
For e-commerce platforms: Differentiated delivery quota systems should be introduced to account for physical gaps between male and female workers. Fair appeal channels must be established to abolish the "automatic penalty for any complaint" rule, with clear liability demarcation separating losses caused by merchant packaging defects, long-distance transit damage and malicious consumer claims to prevent full risk transfer to grassroots staff.
For industry regulators: Strict oversight is required to cap excessive warehouse station deposits and arbitrary regional penalty standards. Mandatory social insurance coverage should be enforced for all frontline delivery employees, alongside gender-friendly facilities including rest lounges and night-shift safety safeguards.
For media practitioners: Journalists must abandon one-dimensional inspirational framing and produce in-depth reports documenting real industry rules around fines and capital competition, presenting a complete portrait of grassroots laborers’ living conditions.
Wang Jing’s worn pink tricycle shuttles through Hangzhou’s high-rise clusters, carrying not only thousands of e-commerce parcels, but the constrained lives of countless women trapped by delivery algorithms. Only when the public looks past the oversimplified "hardworking heroine" label and recognizes the structural pressures imposed by platforms and capital can these invisible laborers behind Hangzhou’s e-commerce boom gain genuine visibility and fair treatment.
This multimedia feature report hereby declares that all interview content has been obtained upon the prior informed consent of the interviewees, with full legal rights to utilize the materials. All statistical data presented herein are sourced exclusively from official public records, and we attest to the complete accuracy and reliability of the facts and data.
Produced by Ningxiao WANG.
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