International Package and mail Forwarding Services

Top 2 Shipping Analysis: unique Correlation and Regression with Parcel Forwarding and Package Reshipping

The package reshipping industry serves as the backbone for retail, logistics, and e-commerce sectors. With global demand escalating, understanding how shipping practices like parcel forwarding and package reshipping impact overall efficiency and costs is crucial. This analysis focuses on these relationships across Europe, North America, the UK, and Japan, examining key metrics such as shipping costs, delivery times, and package handling.

Understanding the Efficiency of Parcel Forwarding and Package Reshipping Through Shipping Analysis

Data Collection and Key Metrics

Data Sources

  1. Shipping Costs: Collected from major carriers and consolidated shipment reports.
  2. Delivery Times: Sourced from logistics companies’ performance dashboards.
  3. Reshipping Rates: Data on the frequency and causes of reshipping collected through internal and industry reports.
  4. Forwarding Parcels: Information on the number of forwarded parcels and associated handling times.
  5. Package Handling: Metrics on the efficiency of package handling processes, damage rates, and handling times.

Geographic Scope

  • Europe: Diverse regulatory environments and shipping practices.
  • North America: High volume of e-commerce and varied geographic challenges.
  • UK: Post-Brexit shipping changes and their impact.
  • Japan: Efficient logistics operations and high consumer expectations.

Shipping Co Relationships

1. Parcel Forwarding

Parcel forwarding involves intermediate steps where packages are redirected to their final destination. This practice is prevalent in international shipping, where consolidations and reroutes optimize costs and delivery times.

Key Findings:

  • Cost Efficiency: Parcel forwarding can reduce shipping costs by combining multiple parcels into a single shipment. This is particularly noticeable in Europe and North America.
  • Delivery Times: While forwarding can extend delivery times due to additional handling, it often results in more predictable schedules.
  • Handling Efficiency: Properly managed forwarding systems reduce handling errors and package damage, improving customer satisfaction.

2. Package Reshipping

Package reshipping is necessary when parcels are undeliverable and need redirection or return. This can be due to incorrect addresses, recipient unavailability, or customs issues.

Key Findings:

  • Cost Implications: Reshipping substantially increases shipping costs due to double handling and extra transport fees. This is a significant issue in Japan, where precise address requirements are stringent.
  • Delivery Delays: Reshipping contributes to longer delivery times and increased customer dissatisfaction, especially in geographically dispersed regions like North America.
  • Operational Strain: High reshipping rates stress logistics operations, leading to inefficiencies and potential loss of business trust.

Regression Analysis


A regression analysis was performed to quantify the impact of parcel forwarding and package reshipping on shipping costs and delivery times. This involved:

  • Dependent Variables: Shipping Costs, Delivery Times
  • Independent Variables: Frequency of Parcel Forwarding, Frequency of Package Reshipping, Handling Efficiency


1. Shipping Costs

  • Parcel Forwarding: There is a negative correlation between parcel forwarding and shipping costs. The regression model indicates that optimizing forwarding practices can lead to a significant reduction in overall expenses.
  • Package Reshipping: A strong positive correlation was found, indicating that higher reshipping rates drive up costs considerably.

2. Delivery Times

  • Parcel Forwarding: A moderate positive correlation suggests that while forwarding can slightly increase delivery times, the impact is not as pronounced as reshipping.
  • Package Reshipping: A strong positive correlation highlights that reshipping significantly lengthens delivery times, compounding delays.


For Retailers

  1. Optimize Address Accuracy: Implement robust address verification systems to minimize reshipping.
  2. Consumer Communication: Improve communication about delivery expectations and parcel tracking to reduce missed deliveries.

For Logistics Providers

  1. Forwarding Hub Efficiency: Invest in advanced sorting and forwarding technologies to enhance parcel handling.
  2. Reshipping Protocols: Develop clear protocols for handling undeliverable parcels, including automated redirection options.

For E-commerce Businesses

  1. International Shipping Strategies: Leverage parcel forwarding services to balance cost and delivery efficiency for international orders.
  2. Customer Experience: Focus on reducing reshipping through predictive analytics and improved customer service touchpoints.


Understanding the interplay between shipping, parcel forwarding, and reshipping is vital for optimizing operations in retail, logistics, and e-commerce. By leveraging data-driven insights, businesses can enhance efficiency, reduce costs, and improve customer satisfaction across Europe, North America, the UK, and Japan. For those looking to delve deeper into these findings and implement actionable strategies, feel free to reach out for a comprehensive consultation.

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