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Aesthetic experience factors impact NFT artwork purchase intention: The mediating role of attitude and flow

Drawing on the Stimulus-Organism-Response framework, this study of 384 Chinese university students reveals that multidimensional aesthetic experiences (perceptual, emotional, cultural, and understanding) drive NFT purchase intentions primarily by shaping consumer attitudes and inducing flow states, which serve as complementary mediating mechanisms.

Original authors: Xinge Kong, Reza Moayer Toroghi, Mohsen Jafarian, Zahra Hosseinnezhad

Published 2026-09-01
📖 4 min read☕ Coffee break read

Original authors: Xinge Kong, Reza Moayer Toroghi, Mohsen Jafarian, Zahra Hosseinnezhad

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

In the digital world, a new kind of art has emerged that exists only on computer networks, yet people are willing to pay real money for it. These digital items, known as non-fungible tokens or NFTs, are unique certificates of ownership that prove who owns a specific piece of digital art, much like a deed proves ownership of a house. For years, experts have tried to understand why people buy them, often focusing on financial reasons like investment potential, the rarity of the item, or the technology behind it. However, this approach treats digital art like a stock or a commodity, ignoring the fact that people also buy art because they find it beautiful, moving, or culturally significant. To understand the full picture, researchers needed to look beyond the wallet and into the mind, exploring how the actual experience of looking at the art influences the decision to buy it.

A team of researchers from universities in Malaysia and Iran set out to investigate this missing piece of the puzzle. They wanted to know if the way people perceive, feel, and understand an NFT artwork drives them to purchase it, and if so, how that process works. They built their study on a well-known psychological idea called the Stimulus-Organism-Response framework. In simple terms, this theory suggests that when we encounter something in our environment (the stimulus), it changes our internal state (the organism), which then leads to an action (the response). In this case, the "stimulus" is the artwork itself, the "internal state" involves how we feel and think about it, and the "action" is the intention to buy. The researchers focused on four specific ways people experience art: how it looks to the eye, the emotions it sparks, the cultural stories it tells, and the intellectual effort required to understand it. They then measured how these experiences shaped a person's attitude toward the art and their ability to get completely lost in the viewing experience, a state known as flow.

To gather their data, the researchers surveyed 384 university students in China who had some familiarity with digital art. They asked these students to rate their reactions to NFT artworks across the four experience categories and then asked how likely they were to buy such art. The results revealed a clear and nuanced path from looking to buying. The study found that the visual design of the artwork, its cultural meaning, and the depth of its ideas all directly increased a person's desire to purchase it. When an artwork caught the eye with strong colors or composition, or when it resonated with the viewer's cultural background or offered something new to think about, the intention to buy went up. However, the study also uncovered a surprising limitation: the raw emotion an artwork evoked did not directly lead to a purchase. While feelings of being moved or fascinated were powerful, they were not enough on their own to make someone reach for their wallet.

Instead, the researchers discovered that emotions had to travel through two specific mental gateways before they could result in a purchase. First, the emotional reaction had to shape a person's overall attitude, convincing them that buying the art was a good or enjoyable idea. Second, the emotion had to help the viewer enter a state of flow, where they became so absorbed in the art that they lost track of time and their surroundings. The study showed that these two factors—having a positive attitude and being in a state of deep immersion—were the strongest drivers of purchase intention. In fact, the state of flow was even more powerful than attitude in predicting whether someone intended to buy. This means that for an NFT to sell, it cannot just be visually striking or emotionally stirring; it must also guide the viewer into a positive mindset and a deep, immersive engagement.

The findings challenge the common belief that digital art sales are driven solely by scarcity or investment hype. The research suggests that while financial factors matter, the aesthetic experience is a critical engine for sales. The study indicates that creators and platforms should focus on the quality of the experience itself. They need to design art that captures attention visually, tells a story that resonates culturally, and offers enough depth to keep the mind engaged. Simply relying on the emotional impact of a piece is insufficient if it does not also build a positive attitude or create a sense of deep immersion. By understanding that the path to a purchase runs through the viewer's internal psychological state, the art world can move beyond simple speculation and appreciate the complex human experience that drives the market for digital creativity.

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