Short answer

Designers and strategists must account for consumer psychological factors like regret when developing product launch plans and supply chain models, as these can significantly alter market dynamics and profitability.

Field: Innovation & Markets
Source: Mathematics (2023)
Method: Mathematical modeling and numerical analysis
Evidence: Strong effect

Consumer purchase regret, particularly for innovative products, dynamically impacts pricing strategies and profitability across the supply chain, with a notable divergence in effects based on market share. This innovation & markets research insight is drawn from a 2023 study published in Mathematics. Using Mathematical modeling and numerical analysis, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Designers and strategists must account for consumer psychological factors like regret when developing product launch plans and supply chain models, as these can significantly alter market dynamics and profitability.

Study

Innovation & MarketsRecentStrong effect

Consumer Regret Psychology Significantly Influences Pricing and Profitability in Closed-Loop Supply Chains

Mathematics · 2023

Key Findings

01When the market share of new products is below 50%, wholesale and retail prices are positively related to regret psychology.
02When the market share of new products is above 50%, wholesale and retail prices are negatively related to regret psychology.
03Product sales and the profits of manufacturers and retailers are negatively related to regret psychology.
04Purchase regret psychology does not affect recyclers' profits.

Application

Design takeaway

How to apply

When forecasting sales and setting prices for new or innovative products, consider how consumer uncertainty and potential for regret might influence market adoption and profitability. Develop marketing and product support strategies that directly address potential post-purchase dissonance.

Project actions

01Consider how user emotions, like regret or satisfaction, might influence product adoption and market success.
02Explore how different market conditions (e.g., market share) can alter the impact of psychological factors.

Method & Evidence

AimHow does consumer purchase regret psychology influence the dynamic decision-making and optimization of closed-loop supply chains for innovative products under discrete-time conditions?

MethodMathematical modeling and numerical analysis

ProcedureA closed-loop supply chain model was constructed, incorporating consumer purchase regret into the Bass model. Optimal control theory for discrete systems was applied to derive optimal decision sequences for manufacturers, retailers, and recyclers. Numerical analysis was used to verify the findings and explore the impact of regret psychology on various supply chain metrics.

ContextClosed-loop supply chains for innovative durable products

Variables

IVConsumer purchase regret psychology, Market share of new products

DVWholesale price, Retail price, Product sales, Manufacturer profit, Retailer profit, Recycler profit

CVDiscrete-time conditions, Heterogeneous characteristics of new and remanufactured products, Closed-loop supply chain structure

Strengths & Limitations

Strengths

+Provides a quantitative model to understand a complex psychological factor's impact.
+Analyzes the effects across different stages of the supply chain.

Limitations

It's hard to precisely measure 'regret' in a real-world design project. The study uses a mathematical model, which simplifies complex human behavior.

Reliability & validity

The study's validity relies on the accuracy of the Bass model and optimal control theory in representing market behavior. Reliability is demonstrated through numerical analysis, but real-world market conditions may introduce variability.

Think critically

How might the 'discrete-time conditions' and the specific Bass model used limit the generalizability of these findings to all innovative products and markets?

Design Principles

"Incorporate psychological consumer behavior models into supply chain and market strategy design."

Understanding the psychological drivers behind consumer purchasing decisions, such as regret, is crucial for effective market positioning and pricing. This insight highlights how these factors can create complex feedback loops within supply chains, necessitating adaptive strategies for manufacturers, retailers, and recyclers.

What This Means for Your Design

How much a customer regrets buying something can change how much stores charge for it and how much money they make, especially for new gadgets. It affects sellers more than recyclers.

How to use in your project

1.Use this research to justify investigating consumer psychological responses to your design concept and how it might affect market viability.

Add to My Project

Quick Cite

Paragraph starter

Research indicates that consumer purchase regret can significantly influence market dynamics, affecting pricing and profitability within supply chains. For innovative products, the impact of regret is particularly pronounced and can vary based on market share, suggesting that designers and strategists must consider psychological factors alongside technical and economic ones to ensure successful product launches and sustainable market engagement.

Source

Mathematics

Difference Game of Closed-Loop Supply Chain of Innovative Products with Discrete-Time Conditions

journal · 2023

View source

Questions About This Research

What does the research say about consumer regret psychology significantly influences pricing and profitability in closed-loop supply chains?: Designers and strategists must account for consumer psychological factors like regret when developing product launch plans and supply chain models, as these can significantly alter market dynamics and profitability. Evidence: Mathematics (2023).
Why does "Consumer Regret Psychology Significantly Influences Pricing and Profitability in Closed-Loop Supply Chains" matter for design?: Understanding the psychological drivers behind consumer purchasing decisions, such as regret, is crucial for effective market positioning and pricing. This insight highlights how these factors can create complex feedback loops within supply chains, necessitating adaptive strategies for manufacturers, retailers, and recyclers.
How can designers apply this research?: Designers and strategists must account for consumer psychological factors like regret when developing product launch plans and supply chain models, as these can significantly alter market dynamics and profitability.
What were the main findings?: When the market share of new products is below 50%, wholesale and retail prices are positively related to regret psychology.. When the market share of new products is above 50%, wholesale and retail prices are negatively related to regret psychology.. Product sales and the profits of manufacturers and retailers are negatively related to regret psychology.. Purchase regret psychology does not affect recyclers' profits.
What research method was used?: Mathematical modeling and numerical analysis.
How strong is the evidence?: Evidence strength is rated Strong effect, based on a 2023 journal from Mathematics.
What should I do differently in my next project?: When forecasting sales and setting prices for new or innovative products, consider how consumer uncertainty and potential for regret might influence market adoption and profitability. Develop marketing and product support strategies that directly address potential post-purchase dissonance.
What are the limitations?: The model assumes discrete-time conditions and may not fully capture continuous market dynamics. The specific impact of regret may vary significantly across different product categories and consumer demographics.