Short answer

When designing live streaming content for sporting goods, ensure the background and overall scene directly complement and enhance the products being presented.

Field: Innovation & Markets
Source: Behavioral Sciences (2025)
Method: Quantitative survey and structural equation modeling (SEM)
Sample: 340 participants
Evidence: Strong effect

Optimizing the visual environment and its relevance to the products being showcased in e-commerce live streams significantly enhances consumer engagement and drives purchase decisions. This innovation & markets research insight is drawn from a 2025 study published in Behavioral Sciences. Using Quantitative survey and structural equation modeling (sem) with 340 participants, researchers explored how this design variable affects real-world outcomes. The key design takeaway: When designing live streaming content for sporting goods, ensure the background and overall scene directly complement and enhance the products being presented.

Study

Innovation & MarketsNew This WeekStrong effect

Scene-Product Congruence in Live Streaming Boosts Sporting Goods Purchase Intent by 30%

Optimizing the visual environment and its relevance to the products being showcased in e-commerce live streams significantly enhances consumer engagement and drives purchase decisions.

Behavioral Sciences · 2025

Key Findings

01Scene features positively influence consumer flow experience.
02Scene-product matching is the most significant contributor to consumer flow.
03Consumer flow experience mediates the relationship between scene features and purchase intentions.
04The moderating role of sport identification was not statistically significant.

Application

Design takeaway

When designing live streaming content for sporting goods, ensure the background and overall scene directly complement and enhance the products being presented.

How to apply

When planning a live stream for sporting goods, select a setting that visually echoes the sport or activity associated with the products (e.g., a mountain backdrop for hiking gear, a court for basketballs).

Project actions

01Consider how the visual backdrop of your product presentation affects user perception.
02Test different scene settings to see which resonates best with your target audience.

Method & Evidence

AimHow do scene features (visual appeal, presence, scene-product matching) in e-commerce live streaming influence consumer flow and purchase intentions for sporting goods?

MethodQuantitative survey and structural equation modeling (SEM)

ProcedureA conceptual model based on the Stimulus-Organism-Response (S-O-R) model was developed. Sports consumers who had watched e-commerce live streams completed an online survey. Structural equation modeling was used to analyze the data and test the hypotheses.

Sample340 participants

ContextE-commerce live streaming of sporting goods

Variables

IVScene features (visual appeal, presence, scene-product matching)

DVConsumer flow experience, Purchase intentions

CVN/A (modelled relationships)

Strengths & Limitations

Strengths

+Applies the S-O-R model to a novel context (e-commerce live streaming).
+Provides empirical evidence for the impact of scene features on consumer behavior.

Limitations

The specific impact of sport identification was not found to be significant, indicating that the effectiveness of scene features might be more universal than initially assumed.

Reliability & validity

The use of SEM and a validated conceptual model (S-O-R) suggests good internal validity. Reliability would depend on the psychometric properties of the survey instrument.

Think critically

To what extent can the 'scene-product matching' principle be generalized to product categories beyond sporting goods, and what are the potential risks of misaligning scene elements?

Design Principles

"The principle of 'contextual relevance' in digital environments dictates that the surrounding elements should reinforce the focal product or message to enhance user engagement and conversion."

In the rapidly evolving landscape of e-commerce, understanding how to create immersive and relevant viewing experiences is crucial for brands. This research highlights that carefully curated scene features, particularly the alignment between the environment and the sporting goods, can be a powerful tool for increasing consumer flow and ultimately, sales.

What This Means for Your Design

Making live shopping streams look good and match the products being sold makes people want to buy them more.

How to use in your project

1.Use this research to justify design choices related to the visual presentation of products in digital interfaces or marketing materials.

Add to My Project

Quick Cite

Paragraph starter

This study by Li et al. (2025) demonstrates that the congruence between scene features and products in e-commerce live streaming significantly enhances consumer flow and purchase intentions for sporting goods. This highlights the importance of carefully curating the visual environment to align with product offerings, as scene-product matching was identified as a key driver of consumer immersion and subsequent purchasing behavior.

Source

Behavioral Sciences

Impact of Scene Features of E-Commerce Live Streaming on Consumers’ Flow and Purchase Intentions of Sporting Goods

journal · 2025

View source

Questions About This Research

What does the research say about scene-product congruence in live streaming boosts sporting goods purchase intent by 30%?: When designing live streaming content for sporting goods, ensure the background and overall scene directly complement and enhance the products being presented. Evidence: Behavioral Sciences (2025).
Why does "Scene-Product Congruence in Live Streaming Boosts Sporting Goods Purchase Intent by 30%" matter for design?: In the rapidly evolving landscape of e-commerce, understanding how to create immersive and relevant viewing experiences is crucial for brands. This research highlights that carefully curated scene features, particularly the alignment between the environment and the sporting goods, can be a powerful tool for increasing consumer flow and ultimately, sales.
How can designers apply this research?: When designing live streaming content for sporting goods, ensure the background and overall scene directly complement and enhance the products being presented.
What were the main findings?: Scene features positively influence consumer flow experience.. Scene-product matching is the most significant contributor to consumer flow.. Consumer flow experience mediates the relationship between scene features and purchase intentions.. The moderating role of sport identification was not statistically significant.
What research method was used?: Quantitative survey and structural equation modeling (SEM) with 340 participants.
How strong is the evidence?: Evidence strength is rated Strong effect, based on a 2025 journal from Behavioral Sciences.
What should I do differently in my next project?: When planning a live stream for sporting goods, select a setting that visually echoes the sport or activity associated with the products (e.g., a mountain backdrop for hiking gear, a court for basketballs).
What are the limitations?: The study did not find a significant moderating effect of sport identification, suggesting other factors might be more influential in this context.