The data analysis revealed five domains: (a) structural barriers, (b) coping resources, (c) view of current work, (d) work-related outcomes, and (e) view of future. Categories that emerged from each of these domains were labeled according to the CQR method. General categories were those discussed by all or almost all participants, while typical and variant categories were those mentioned by more than half or less than half of the sample, respectively. Categories that appeared in only one or two cases were dropped. In the sections below, we provide a detailed description of the general and typical categories, supported by participant quotes. A list of domains, categories, and frequencies is provided in Table 2.
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Structural barriers
The domain labeled as “Structural Barriers” captured factors that participants reported as either directly or indirectly hindering their capacity to obtain decent work. The general and typical categories within this domain consisted of economic constraints, a lack of education, and limited social capital.
Economic constraints. All participants identified limited economic resources as a major obstacle to their career development. They discussed various aspects of financial struggles, with the most frequently mentioned difficulty being the need to pay for basic survival needs. In order to reduce the financial burden on their families, most of our participants chose to work after completing junior high school. Bob shared his early experience of working in a restaurant due to limited family income:
When I turned 15, my parents asked me to stop schooling. They thought sending me to school was a waste of money as I was not good at it. Many factories didn’t hire minors, so I ended up working as a dishwasher in a relative’s restaurant, earning about 1,500 RMB (approximately $210) per month. The salary was far from enough to lift my family out of poverty, but it allowed me to meet my basic needs, like buying food and clothes.
Additionally, participants frequently discussed how economic constraints had driven them to join food delivery platforms. Peter described his experience as follows:
I worked as an excavator operator for two years at a construction site. It was physically demanding, but I only earned 2,000 RMB ($280) per month. It made me feel my efforts weren’t worth it. Later, a friend suggested me to deliver takeout. He told me this job is remunerated on a piece rate basis, which means my earnings depend on the number of orders I fulfill each month.
Inadequate education. Ten participants reported that limited education was an overarching obstacle to pursing their career goals. They specifically emphasized the adverse impact of inadequate education on their work volition and eventual access to decent work. When asked about barriers to securing decent work, Molly said that not having much education limited her options:
Although I admire white-collar workers, I know my own limitations. Nowadays, perhaps the only industry that does not require a degree is food-delivery. I have no education or skills. In order to earn a living, I had no choice but to become a food delivery riders as I am not qualified for any other work.
Limited social capital. Eight participants mentioned significant challenges in securing decent employment opportunities due to a lack of social capital. They shared the view that Guanxi, or connections to influential individuals, is essential for career advancement. However, as most of our participants come from rural areas, they reported being socially disadvantaged in urban settings. Mario, for example, articulated how insufficient social capital impeded his capability to land a decent job:
I come from a small village. I don’t know anyone in the city. I have no one to rely on but myself. I find it so hard to find a job without connections because most employers require a reference. This makes me feel very frustrated. The only jobs available are temporary and low-paid service jobs. They don’t care about your background; all they need is your manual labor.
Coping Resources
The domain labeled as “Coping Resources” represented factors that participants identified as contributing to their vocational pathways. General and typical categories within this domain were social support, proactive personality, critical consciousness, and self-leadership.
Social support. All but one of our participants reported that social support was a crucial resource in their career development. Specifically, they mentioned receiving assistance from their families, establishing connections with fellow villagers, and networking with other food delivery riders. Regarding family support, most participants reported receiving emotional support and guidance on navigating the workforce. Jason, who recently started working as a food delivery rider, put it this way:
My parents don’t interfere with what I do as long as it’s not illegal. However, my older brother often reminds me to be polite to people, especially customers. He asked me to be patient and not rush into things, otherwise it’s easy to get into conflicts with others.
Additionally, the majority of participants stated that their connections to people from their hometown were a valuable source of information regarding employment opportunities. Alex shared an example of how a conversation with a fellow villager influenced his decision to become a food delivery rider:
I used to work as an assembly line worker in the factory. One day after work, I chatted with him [fellow villager] and complained about the hard work and low salary. He told me he was delivering takeout and it was more flexible than other physically demanding jobs. He said he could earn 6,000 RMB (around $840) a month, and sometimes even more than 10,000 RMB (about $1,400). After this, I became very interested and decided to quit my job.
Finally, most participants stated that interacting with other delivery riders was a valuable source of support for them. They described this as advantageous because it reduced feelings of loneliness and motivated them to persist in achieving their goals. Mario, a newcomer to the food delivery platform, elucidated how socializing with other riders helped him enhance his work efficiency:
I’m not familiar with many of the local roads. In the beginning, I relied heavily on navigation, but after working for a while, I found it’s sometimes unreliable and often leads me to a small alley where there is no signal. By chatting with other food delivery riders, I’ve learned how they strategically plan their routes before delivering food. This has helped me improve delivery speed.
Proactive personality. Eight participants reported that they adopted positive coping strategies to overcome various difficulties they encountered in their work. One such strategy was providing additional services to customers beyond just delivering food. Lucy shared how offering extra services helped her achieve desirable outcomes, “Every time I’m on my way to deliver food, I will call the customer in advance to see if they need me to bring anything else, like cigarettes or drinks. After the delivery, I also offer to help them take out the trash. In return for my help, most customers agree to give me positive reviews on my service on the platform.” Additionally, most participants emphasized the importance of proactively communicating with platform staff. For instance, Arron stated:
During peak hours for food-delivery, such as from 12 pm to 2 pm, the platform assigns multiple orders at once with significant distances between destinations. If I anticipate difficulty completing all the tasks, I will call the back-end personnel and inform them that I am currently on a delivery and suggest assigning the other orders to other riders.
Critical consciousness. More than half of the participants (n = 7) described that their social disadvantages had actually heightened their critical consciousness. In particular, they were aware that platforms were exploiting their labor via algorithms. John exemplified this by stating, “Our entire working process is exposed to algorithmic monitoring, and the platform uses algorithms to push us to continuously improve delivery speed. Under the hegemony of algorithms, we are forced to self-exploit and rely on increasing the number of orders to generate more income.” In addition to critically reflecting on algorithmic control, several participants also engaged in advocacy to protect their rights when confronted with unreasonable treatment. Bob shared his experience as follows:
If I receive a long-distance order and the system keeps assigning other long-distance orders, it’s very likely that the previous order was given negative feedback or complained about by the customer. Maybe the platform wants to punish you. When this happens, you need to figure out the reason in time, and appeal to the platform or report to your station.
Self-leadership. Seven participants reported that self-leadership, including goal setting, self-motivation, and emotional regulation, was a vital psychological resource for managing work-related stress. First, some participants discussed that they would adjust their work goals in a timely manner based on the surrounding environment. Molly shared, “When picking up orders, I keep an eye out for popular restaurants or those with promotions or special events. These types of restaurants usually have more orders and faster service. During non-peak hours, I prefer to wait for orders near such restaurants.” Likewise, Lucy described how she plans her daily work, “Before starting my work every day, I set a target for the number of orders I want to delivery and roughly plan my delivery routes. This helps me establish a more regular routine for my working hours and increase my work efficiency.”
In addition, some participants mentioned that if they completed their tasks for the day ahead of schedule, they would reward themselves with a half day off the next day. In terms of emotional regulation, several participants reported actively regulating their emotions and internalizing external expectations as their own. Jason described how emotional management helped him get through difficult times:
During a particularly difficult period, I frequently encountered customers who gave bad reviews without any justification. Even though I felt really depressed and unfairly treated, I had no choice but to tolerate it. But whenever I remind myself that my job is to serve others, I would feel much better.
View of Current Work
The “View of Current Work” domain revealed the participants’ perspectives on their work for food delivery platforms. General and typical categories in this domain included means of livelihood, lack of essential benefits, long working hours, indecent work conditions, and low skill requirements.
Means of livelihood. All participants linked their current work to independence and the financial support of their daily lives. They described that being financially independent allowed them to fulfill their basic needs, such as paying for rent, food and clothing. Tim stated, “With the money I earn, I’m able to rent a small apartment in the city and live on my own.” In addition to meeting their own needs, some participants also reported that the income derived from food delivery work allowed them to support their families. Arron emphasized that the meaning of work was to alleviate the financial burden on his parents:
Both my parents work in agriculture, growing vegetables and raising chickens. I also have a younger sister who has a talent for studies. I spend long hours delivering takeout every day because I hope to support her to attend college in the future.
Lack of essential benefits. All participants reported receiving limited benefits from their work. They explained that online labor platforms only provided them with accident insurance due to the high risk of occupational injuries. However, they did not have access to insurance related to healthcare, pension, unemployment, and maternity, which are available to traditional employees. Bob explained this in details, “The platform takes 3 RMB (around $0.4) from the earnings of our first delivery order each day as daily accident insurance, but the coverage provided by this policy is significantly less than that offered by employee work-related injury insurance.” For those participants who were more aware of social security, they would purchase medical insurance on their own or pay for relevant insurance through their friends or relatives’ companies.
Long working hours. Ten participants reported working more than ten hours every day, with only three or four days off every month. They also mentioned that online labor platforms tend to increase the number of tasks during holidays or harsh weather, thereby leading to extended working hours and no days off. Peter shared his experience of coping with excessive workload on rainy days:
On normal days, there are only around ten orders during peak hours, but when it rains heavily, the number of orders is beyond count. Despite this, I still have to deliver them because if I don’t, the platform may punish me by not assigning me any orders in the future. And in order to complete these tasks on rainy days, I don’t even have time to eat.
Indecent work conditions. Nine participants shared their experiences of working in poor environments, where they were often exposed to harsh weather conditions. For instance, Robin described the negative impact of the heat on his work, “The summer here is notoriously hot, with temperatures often exceeding 40 degrees Celsius. Prolonged exposure to the sun can easily lead to heatstroke. For someone like me who is overweight and sensitive to heat, it can be a real challenge to complete tasks in such work conditions.” Additionally, most participants mentioned a host of safety issues while riding motorcycles on the road. Alex shared his experience of almost having a car accident:
As I was waiting at the intersection, there were no cars in sight. I decided to ride through it quickly. Suddenly, a car sped past me and I was completely taken aback. All I could think of was making sure I didn’t hit it, or else I would be late. Luckily, I wasn’t hurt, but the soup inside my bag spilled out.
Low skill requirements. Over half of the participants (n = 8) reported that their job requirements were minimal and involved a low level of technical expertise. Molly elaborated on the process of becoming a food delivery rider:
The first step is to register online and provide your ID card to the platform. They will verify if you have a criminal record, and if you do, you will not be eligible for the job. After that, you need to show your ability to use a smartphone and ride a motorcycle. Finally, you are required to pay a deposit to the platform in exchange for essential items, such as a thermal box, uniforms, a helmet, gloves, etc.
Additionally, as food delivery work does not have specific skill requirements, most participants expressed a low sense of career identity and felt worried about their career prospects. For example, Eric stated, “I’ve been working as a food delivery rider for two years, but I’m not better than those new riders. I don’t have any specialized skills or training. I don’t see much room for growth working in this field.”
Work-related Outcomes
The domain labeled as “Work-related Outcomes” captured the impact of the participants’ current work on other work-related variables. Typical categories within this domain included lower job satisfaction, occupational fatigue, and turnover intentions.
Lower job satisfaction. Most of our participants (n = 10) reported that they were not very satisfied with their current work. Specifically, they complained a lot about the increasingly strict algorithmic management, which has led to extended working hours and reduced income. Eric expressed his dissatisfaction with the following statements:
Last year, I only had to work 10 hours a day and my monthly income was over 10,000 RMB (around $1,400). But now I have to work 13 hours a day and my monthly income is less than 8,000 RMB (approximately $1,118). The platform not only keeps reducing our delivery time but also lowers the pay for each order. It’s really frustrating. I feel like I’m working harder but not getting paid enough.
Occupational fatigue. Nine participants reported that they experienced physical and mental exhaustion in their work. They specifically mentioned feeling nervous and anxious due to the omnipresent algorithmic control imposed by platforms. Peter put it this way, “In front of the algorithm, I feel like a transparent person. No matter where I go, I’m constantly monitored by the system.” In addition to this prison-style monitoring, most participants reported feeling stressful due to the real-time normative guidance and tracking evaluation provided by the platform. John, for example, described the time pressure that most food delivery riders face. He said, “When we receive an order, algorithms will automatically calculate the delivery time, and we need to deliver it within that time. If we are one second late, we may face fines from the platform or negative reviews from customers.” Meanwhile, most of our participants expressed concerns about their physical health due to long working hours. For instance, Tim stated:
I work more than 14 hours every day to earn more money. In just one month of non-stop work, I lost 10 pounds or so. When I get home, I often feel so exhausted that I fall asleep as soon as my head hits the pillow. This job is pushing me to my limits. I can no longer afford to overdraw my health like this.
Turnover intentions. Over half of the participants (n = 9) discussed their intention to seek out a different job that would provide greater safety and dignity. Alex reported, “I work outdoors in all weather conditions, no matter it’s scorching in summer or chilly in winter. It’s especially easy to slip and fall on rainy days. My families have great concerns about my safety. If there are better options, I will quit this job immediately.” Robin mentioned a similar intent to find alternative employment opportunities:
I understand that some people view our work as inferior, and the media often portrays us negatively. They claim that we lack quality and don’t follow traffic rules or something like that. This kind of stigmatization makes me depressed. Although I don’t have much education, I still hope to have a job that is respected by others.
View of Future
The “View of Future” domain reflected the participants’ plans for their future. Typical categories in this domain included the desire to find a more decent job, learn new skills, and start a business.
Find a more decent job. Eight participants regarded their current work as a stepping stone to a more decent and stable job in the future. They shared the belief that gig work was not their ideal career. Eric described his plan as follows:
I think this job has no future. Except earning a living, there is no social security, no social status, and no promotion opportunities. I plan to quit next month. I have a friend who is engaged in live-streaming e-commerce. He is in need of staff. I know the job will be challenging, but he promised to offer me healthcare and other benefits.
Learn new skills. Instead of explicitly describing their career goals, eight participants reported their plans to develop more survival skills. Tim, who just turned 18 last year, is preparing to obtain his driver’s license. He said, “Driving is a necessary skill. If one day I don’t want to deliver takeout anymore, at least I can be a ride-hailing driver.” Several participants also highlighted the importance of acquiring new skills in order to adapt to the ever-changing world of work. For example, Robin stated:
I used to fix computers in the factory, and saw many jobs on the assembly line being replaced by robots. This made me realize that we should pick up new skills to avoid being replaced by AI. I plan to enroll in a data analysis training course because many companies need talents in this field.
Start a business. When asked about their long-term career goals, half of the participants expressed a desire to start their own business. They explored various possibilities, such as opening a small restaurant, a fruit store, or a pet store. They emphasized that they disliked being managed by others and that their ultimate goal was to become the CEO of their own lives. John described his career goal as follows:
I like to play pool and I'm quite good at it. The best job in the world would be one that allows me to use my strengths and interests. If one day I don't want to work for someone else, I’d like to open my own pool hall. But first I have to save enough money and make as many connections as possible.