Table 5 Results of confirmatory factor analysis.

From: Research on driving factors of consumer purchase intention of artificial intelligence creative products based on user behavior

Construct

Item

Factor loading

α

AVE

CR

Perceived value

PV1: Compared to the costs I need to pay, purchasing AI-generated cultural and creative products offers good value for money

0.804

0.895

0.681

0.895

PV2: Overall, purchasing AI-generated cultural and creative products offers great value

0.824

PV3: I think that purchasing AI-generated cultural and creative products is worthwhile

0.825

PV4: AI-generated cultural and creative products embody significant cultural value and depth

0.847

Perceived price

PP1: I think that the cost of purchasing AI-generated cultural and creative products is reasonable

0.9

0.922

0.749

0.923

PP2: I think the prices of AI-generated cultural and creative products are clear and transparent

0.846

PP3: I think the cost of AI-generated cultural and creative products is more competitive than traditional cultural and creative products

0.852

PP4: At current prices, AI-generated cultural and creative products offer good value

0.862

Facilitating conditions

FC1: I have channels to purchase AI-generated cultural and creative products

0.739

0.818

0.530

0.819

FC2: It is convenient to purchase AI-generated cultural and creative products services

0.744

FC3: I think the transaction process is smooth when purchasing AI-generated cultural and creative products

0.708

FC4: The payment process is simple when purchasing AI-generated cultural and creative products

0.721

Social influence

SI1: People who influence my behavior will think that I should buy AI-generated cultural and creative products.

0.917

0.932

0.776

0.933

SI2: People who are important to me think I should buy AI-generated cultural and creative products

0.884

SI3: People around me will have a positive attitude toward my purchase of AI-generated cultural and creative products

0.842

SI4: If people around me buy AI-generated cultural and creative products, then I will buy them too

0.879

Hedonic motivation

HM1: AI-generated cultural and creative products are interesting

0.844

0.890

0.670

0.890

HM2: Purchasing AI-generated cultural and creative products is a pleasure

0.79

HM3: Enjoy buying AI-generated cultural and creative products

0.813

HM4: Have fun buying cultural and creative products generated by AI

0.826

Cultural experience

CE1: I want to buy cultural and creative products with cultural heritage

0.767

0.854

0.594

0.854

CE2: I am passionate about understanding the culture behind cultural and creative products

0.747

CE3: The more I feel about this culture, the more I want to buy it

0.759

CE4: I want to see the world through culture in cultural and creative products

0.809

Generate quality

GQ1: The higher the quality of the cultural and creative products generated by AI, the more willing I am to buy them

0.834

0.877

0.640

0.877

GQ2: I am more willing to buy creative and unique AI cultural and creative products

0.792

GQ3: The cultural and creative products generated by AI are highly detailed and I am more willing to buy them

0.8

GQ4: AI-generated cultural and creative products have high aesthetic value and I am more willing to buy them

0.774

Perceived behavioral control

PBC1: Purchasing AI-generated cultural and creative products is completely within my control

0.804

0.897

0.617

0.865

PBC2: I have the ability to understand and choose cultural and creative products generated by AI

0.797

PBC3: I have enough information to make a choice to purchase AI-generated cultural and creative products

0.748

PBC4: I have enough financial resources to purchase AI-generated cultural and creative products

0.791

Attitude

AT1: It is advisable to purchase AI-generated cultural and creative products in daily life

0.865

0.921

0.639

0.876

AT2: It’s fun to buy AI-generated cultural and creative products in daily life

0.755

AT3: It is helpful to buy AI-generated cultural and creative products in daily life

0.782

AT4: It is a good thing to buy AI-generated cultural and creative products in daily life

0.792

Subjective norms

SN1: People who are important to me will buy AI-generated cultural and creative products

0.876

0.906

0.717

0.910

SN2: People who are important to me will want me to buy AI-generated cultural and creative products

0.818

SN3: People important to me think I will buy AI-generated cultural and creative products

0.838

SN4: I buy AI-generated cultural and creative products and have a positive attitude towards the people who matter to me

0.855

Purchase intention

PI1: I plan to purchase AI-generated cultural and creative products in the future

0.809

0.893

0.660

0.886

PI2: When I buy cultural and creative products, I will first consider AI-generated products

0.824

PI3: I plan to recommend AI-generated cultural and creative products to people around me

0.791

PI4: I plan to purchase AI-generated cultural and creative products soon

0.826