Evidence map›Paper›PMID 42792492›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

The Mediating Roles of Two Psychological Experience Pathways: How Cross-Border Live Streaming Interactions Trigger Impulsive Purchases?-The Moderating Effect of AI Enablement.

Yangxue Xiang, Miaoli Liu, Jin Chen, Zhaoxu Chen

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Yangxue XiangAlibaba School of Business, Hangzhou Normal University, Hangzhou 311121, China.
Miaoli LiuAlibaba School of Business, Hangzhou Normal University, Hangzhou 311121, China.
Jin ChenResearch Center for Technological Innovation, Tsinghua University, Beijing 100084, China.
Zhaoxu ChenAlibaba School of Business, Hangzhou Normal University, Hangzhou 311121, China.

Funding

The Higher Education Association Foundation of Zhejiang Province KT2022099
6 · The paper itself

Abstract

With the booming of cross-border live streaming e-commerce, this study examined the influence mechanism of cross-border live streaming interactions on consumers' impulsive purchase intention based on the timulus-organism-response (SOR) model. Two independent psychological organism mediators are proposed, immersive experience and foreign cultural identity, and AI (artificial intelligence) enablement acts as a cross-layer moderating variable. Three core dimensions of cross-border live streaming interaction (consumer-product, consumer-consumer, consumer-anchor) are refined, and empirical tests are conducted with 620 valid questionnaires via SPSS 26.0, AMOS 28.0 and PROCESS. Results showed that consumer-product and consumer-anchor interactions exerted significant positive direct effects on impulsive purchase intention (consumer-consumer interaction's direct effect was insignificant); both flow experience dimensions exert partial mediating effects in the paths linking consumer-product/consumer-anchor interaction to impulsive purchase intention and full mediating effects for the consumer-consumer interaction path. AI enablement positively moderates the effect of live streaming interactions on flow experience and the effect of immersive experience on impulsive purchase intention, but its moderating effect on the foreign cultural identity-impulsive purchase intention link was insignificant. This study advanced the research on cross-border live streaming consumer behavior and offered targeted practical suggestions for platform optimization with AI technology while enriching the SOR model's application in cross-cultural consumption scenarios.

Indexed as

AI enablementcross-border e-commerceflow experienceimpulsive purchase intentionlive streaming interactionSOR theory

Identifiers

PMID42792492
PMCPMC13603087

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.