How does a good interface make a bad process feel okay?
The strongest evidence comes from a 2021 study on recommender systems, which found that the graphical user interface (GUI) had an 'unreasonable' effect on user behavior. The best-performing GUI achieved a 66% higher click-through rate than the worst-performing one, even though the underlying recommendation algorithm was identical [1]. This means that users clicked on recommendations far more often simply because of how the options were presented—not because the recommendations themselves were better. In other words, a polished interface can make a flawed or arbitrary process feel natural and worth engaging with.
The same study surveyed 50 blogs and found that most used simple design elements like thumbnails (86%) and mouseover interactions (62%), but very few offered features that would help users evaluate the process, such as highlighting top recommendations (8%) or showing relevance scores (6%) [1]. This suggests that designers often prioritize making the interface feel smooth over making the process transparent, which can lead users to accept unreasonable outcomes without question.
What psychological state keeps users engaged despite frustration?
A 2021 study on chatbots and service executives found that human-to-machine interaction actually creates a stronger sense of 'cognitive absorption'—a state of deep engagement where users lose track of time and effort—than human-to-human interaction [2]. This absorption builds trust and a positive experience, which in turn makes users more likely to continue using the service, even if the underlying process is unreasonable. The study surveyed 410 respondents and used a 3x3 experimental design to show that the more absorbed users become in the interaction, the more they overlook flaws in the process [2].
This finding helps explain why people tolerate things like confusing website navigation or slow customer service chatbots: the mental state of being 'in the flow' overrides the irritation. The study also found that this absorption directly increased users' trust and intention to continue using the technology, meaning that once users are absorbed, they are less likely to question the process [2].
Why don't users just push back against unreasonable processes?
A classic sociological perspective from Henri Lefebvre, updated in 2023, argues that modern life is designed to create a sense of stability and repetition that makes people passive. Lefebvre describes this as 'terror-enforced passivity,' where everyday life is the product of decisions from which we are alienated, and the built environment—buildings, roads, parks—is controlled and artificial, isolating individuals in a life of repetition [5]. This theory suggests that users tolerate unreasonable processes because they have been conditioned to accept the world as it is, rather than questioning its design.
This idea is supported by the finding that only 4% of blogs offered a 'view more' option for recommendations [1]. By limiting user control and choice, designers reinforce the passivity Lefebvre describes. Users don't push back because the system doesn't give them the tools or the expectation that they can change it.
About These Sources
This answer is built on 5 peer-reviewed studies — published from 2021 to 2025, 1 from 2024 or later, 1 in Q1 journals, collectively cited 608 times — selected as the most relevant from 5 studies that passed quality screening, drawn from 47 papers retrieved from a database of over 500 million.
Sources used in this answer
The ‘Unreasonable’ Effectiveness of Graphical User Interfaces for Recommender Systems
In a field study on a blog with 10,595 unique visitors, the best-performing GUI for a recommender system achieved a 66% higher click-through rate than the worst, showing that interface design can have a stronger effect on user behavior than algorithm quality.
Role of cognitive absorption in building user trust and experience
In a 3x3 factorial experiment with 410 respondents, human-to-machine interaction (chatbots) created a stronger sense of cognitive absorption than human-to-human interaction, which increased trust and continuation intention.
Root Cause Analysis of Failures in Microservices through Causal Discovery
This paper proposes a scalable algorithm for root cause analysis in microservices, but its findings are not directly relevant to user tolerance of unreasonable processes.
Management education in the age of information overload
This viewpoint paper argues that quantitative reasoning is critical for leaders in the age of information overload, but it does not provide empirical data on user tolerance.
Everyday Life in the Modern World
Lefebvre's classic sociological analysis argues that modern capitalism produces a controlled, repetitive everyday life that enforces passivity in individuals, making them accept unreasonable conditions without resistance.