Global Supply Chain Fundamentals
Global supply chain fundamentals refer to the basic principles and components that govern the
movement of goods, information, and finances across international borders. Managing a global
supply chain involves coordinating various activities, partners, and resources to ensure the
efficient flow of products from manufacturers to end consumers. Here are some key
fundamentals of a global supply chain:
Why companies go global Things to consider before going global
Companies go global for various reasons, and the decision to expand internationally is often
influenced by a combination of strategic, economic, and operational factors. Here are some
common reasons why companies choose to go global:
Market Expansion:
Access to new customer bases and markets allows companies to grow their revenue and increase
market share.
Entering emerging markets can provide significant growth opportunities that may not be
available in mature or saturated markets.
Diversification:
Diversifying geographically helps companies spread risk across different markets, reducing
dependence on a single economy.
It allows businesses to balance seasonal variations and economic cycles that might affect specific
regions.
Competitive Advantage:
Expanding globally can give companies a competitive edge by allowing them to offer unique
products or services in new markets.
Access to resources, technology, or expertise that is unavailable domestically can provide a
competitive advantage.
Economies of Scale:
Achieving economies of scale by producing and selling larger quantities can lead to cost savings.
Global operations often allow companies to optimize production and distribution, reducing per-
unit costs.
Risk Mitigation:
Diversifying operations across different regions helps mitigate risks associated with economic
downturns, regulatory changes, or geopolitical instability.
Currency risk management can also be a factor in global expansion.
Access to Talent and Resources:
Expanding globally provides access to a diverse talent pool, specialized skills, and resources that
may not be available domestically.
It enables companies to tap into regional expertise and knowledge.
Technology and Innovation:
Access to global markets facilitates exposure to new technologies, trends, and innovations.
Collaboration with international partners can drive research and development efforts.
Government Incentives:
Some governments offer incentives, subsidies, or tax breaks to companies that expand their
operations internationally.
Trade agreements and bilateral relationships can create favorable conditions for global
expansion.
Before going global, companies should carefully consider several factors to ensure a successful
and sustainable international presence. Some key considerations include:
Market Research:
Thoroughly assess the target market's demand, competition, cultural nuances, and regulatory
environment.
Legal and Regulatory Compliance:
Understand and comply with local laws, regulations, and business practices.
Consider intellectual property protection and any trade barriers that may exist.
Cultural Sensitivity:
Adapt products, marketing strategies, and business practices to align with local cultural norms
and preferences.
Financial Considerations:
Evaluate the financial feasibility and potential return on investment.
Consider currency fluctuations and develop risk management strategies.
Infrastructure and Logistics:
Assess the infrastructure and logistics capabilities of the target market.
Evaluate the efficiency of transportation, communication, and distribution networks.
Human Resources:
Plan for talent acquisition, training, and management in the new market.
Address any language barriers or cultural differences within the workforce.
Risk Management:
Develop contingency plans for potential challenges, including political, economic, and social
risks.
Consider the impact of global events on the supply chain and operations.
Technology Integration:
Ensure that technology systems are compatible and can be integrated seamlessly with existing
operations.
Implement cybersecurity measures to protect against potential threats.
Marketing and Branding:
Develop a comprehensive marketing strategy that considers local preferences and competition.
Adapt branding and messaging to resonate with the target audience.
Partnerships and Alliances:
Explore potential partnerships, alliances, or joint ventures with local companies.
Leverage local relationships to navigate business challenges and establish credibility.
Contract Manufacturing
Contract manufacturing, often referred to as outsourcing, is a business arrangement in which a
company (the client or brand owner) hires another firm (the contract manufacturer) to produce
goods on its behalf. This outsourcing model is common in various industries, including
manufacturing, electronics, pharmaceuticals, and consumer goods. Here are key aspects of
contract manufacturing:
Outsourcing Production:
Companies opt for contract manufacturing to delegate specific manufacturing processes or the
entire production of goods to external partners.
Cost Efficiency:
One of the primary motivations for contract manufacturing is cost savings. Outsourcing
production to specialized facilities can be more economical than maintaining in-house
manufacturing capabilities.
Focus on Core Competencies:
Contract manufacturing allows companies to concentrate on their core competencies, such as
research and development, marketing, and brand management, while leaving production to
specialists.
Scalability:
Contract manufacturers often offer scalability, allowing companies to adjust production volumes
based on demand fluctuations without the need for significant capital investments in additional
production capacity.
Access to Expertise and Technology:
Contract manufacturers are often equipped with specialized skills, expertise, and advanced
technologies, providing clients access to capabilities that they may not have in-house.
Reduced Time to Market:
Outsourcing production can accelerate the time to market for new products since contract
manufacturers are experienced in efficient production processes.
Risk Mitigation:
Contract manufacturing can help mitigate risks associated with market uncertainties, production
challenges, and fluctuations in demand, as these risks are shared with the external partner.
Flexibility:
Companies can choose to work with multiple contract manufacturers or shift production to
different facilities, providing flexibility in adapting to changing market conditions.
Quality Control:
Contract manufacturers are typically held to high-quality standards to maintain their reputation
and secure long-term partnerships. Clients often set quality specifications and conduct regular
audits.
Global Reach:
Contract manufacturing allows companies to leverage global supply chains and access
manufacturing facilities in different regions, supporting international market expansion.
Confidentiality and Intellectual Property Protection:
Establishing clear contractual agreements is crucial to protect the client's intellectual property
and maintain confidentiality regarding product designs and manufacturing processes.
Supply Chain Optimization:
Contract manufacturers can contribute to supply chain optimization by streamlining production
processes, managing inventory, and improving overall efficiency.
Regulatory Compliance:
Contract manufacturers must comply with relevant regulations and standards. Clients should
ensure that their partners meet necessary compliance requirements
Manufacturing Recalls
Manufacturing recalls occur when a company identifies a safety concern, quality issue, or non-
compliance with regulatory standards related to its products, leading to the removal of those
products from the market. Recalls are initiated to protect consumers from potential harm and to
address any deficiencies in the manufacturing process. Here are key aspects related to
manufacturing recalls:
Reasons for Recalls:
Safety Concerns: Products may pose a risk of injury or harm to consumers.
Quality Issues: Defects or substandard quality may affect product performance.
Regulatory Non-Compliance: Failure to meet regulatory standards or requirements.
Contamination: Presence of harmful substances or foreign materials.
Regulatory Authorities:
Regulatory agencies, such as the U.S. Food and Drug Administration (FDA), the European
Medicines Agency (EMA), or other national regulatory bodies, often oversee and manage
recalls.
Companies are required to report recalls promptly to the relevant authorities.
Initiation of Recalls:
Recalls can be initiated voluntarily by the manufacturer or mandated by regulatory authorities.
Companies may discover issues through internal quality control processes, customer complaints,
or routine testing.
Communication and Notification:
Timely and transparent communication is crucial during a recall.
Companies must notify distributors, retailers, and consumers affected by the recall.
Public announcements, press releases, and social media are common communication channels.
Classification of Recalls:
Recalls are often classified based on the level of risk posed by the product.
Classes may include Class I (high risk), Class II (moderate risk), and Class III (low risk).
Logistics of Recalls:
Companies must establish procedures for efficiently retrieving and disposing of recalled
products.
Reverse logistics are employed to handle the return, disposal, or refurbishment of affected items.
Investigation and Root Cause Analysis:
Identifying the root cause of the issue is crucial to prevent similar problems in the future.
Investigations involve collaboration with regulatory agencies, internal quality teams, and
sometimes third-party experts.
Consumer Remediation:
Companies often offer remedies to affected consumers, such as refunds, replacements, or repairs.
Communication about how consumers can return or dispose of the recalled products is important.
Legal and Financial Implications:
Recalls can have legal and financial consequences, including potential lawsuits and damage to a
company's reputation.
Adequate product liability insurance is important for mitigating financial risks.
Preventive Measures:
Implementing robust quality control measures and adhering to regulatory standards can help
prevent recalls.
Continuous monitoring, testing, and improvement of manufacturing processes are essential.
Supplier and Vendor Management:
Companies should ensure that suppliers and vendors adhere to quality and safety standards.
Establishing strong relationships with reliable suppliers helps prevent issues in the supply chain.
Outsourcing vs Offshoring
Outsourcing and offshoring are business strategies that involve delegating certain tasks or
functions to external parties. While they share similarities, there are key differences between the
two concepts.
Outsourcing:
Definition: Outsourcing refers to the practice of contracting out specific business processes or
functions to external service providers.
Scope: It can involve contracting services to either domestic or international service providers.
Examples: Companies may outsource functions such as customer support, IT services,
accounting, or manufacturing to third-party vendors.
Offshoring:
Definition: Offshoring is a specific type of outsourcing that involves relocating business
processes or functions to a different country, often one with lower labor costs.
Geographical Aspect: Offshoring specifically implies moving operations overseas.
Examples: A company in the United States may offshore its customer support to a call center in
India or relocate its manufacturing to China to take advantage of lower production costs.
Key Differences:
Location:
Outsourcing: Does not specify the location of the external service provider, and it can involve
both domestic and international outsourcing.
Offshoring: Involves relocating business processes to a different country, typically one with
lower operating costs.
Geographical Considerations:
Outsourcing: Can be either local or global, and the decision is based on factors like cost,
expertise, and efficiency.
Offshoring: Inherently involves crossing national borders, and the primary motivation is often
cost savings.
Scope:
Outsourcing: Encompasses a broad range of business functions and services, including both non-
core and core activities.
Offshoring: Specifically refers to the relocation of business processes and functions, often
focusing on labor-intensive tasks.
Motivation:
Outsourcing: Motivations can include cost reduction, access to specialized skills, and improved
efficiency.
Offshoring: Primarily driven by the desire to reduce labor costs and take advantage of favorable
economic conditions in another country.
Risk and Control:
Outsourcing: Companies may have more control over the outsourced processes, especially if the
service provider is located nearby.
Offshoring: Involves relinquishing a certain level of control due to geographical distance, time
zone differences, and potential cultural variations.
Nature of Tasks:
Outsourcing: Involves a wide range of tasks, including both routine and specialized functions.
Offshoring: Often associated with tasks that can be easily transferred across borders, such as data
entry, software development, or manufacturing.
Global Logistics
Global logistics refers to the management and coordination of the movement of goods,
information, and resources across international borders. It involves a complex network of
transportation, storage, distribution, and supply chain activities to ensure the efficient flow of
products from manufacturers to end consumers on a global scale. Here are key aspects of global
logistics:
Supply Chain Management:
Involves the coordination and integration of various processes, including procurement,
production, transportation, and distribution, across the entire supply chain.
Transportation Modes:
Utilizes various transportation modes, including sea freight, air freight, road transport, rail
transport, and intermodal transportation, depending on the nature of the goods and the urgency of
delivery.
Customs and Compliance:
Navigates complex customs regulations and compliance requirements, ensuring that shipments
adhere to import/export laws and regulations in different countries.
Warehousing and Distribution:
Requires strategically located warehouses and distribution centers to store and manage inventory
efficiently.
Distribution networks are designed to optimize delivery times and reduce transportation costs.
Inventory Management:
Balances the need to maintain optimal inventory levels to meet demand while minimizing
holding costs.
Utilizes advanced technologies for real-time tracking and visibility of inventory throughout the
supply chain.
Information Technology:
Leverages technology solutions such as Enterprise Resource Planning (ERP) systems,
Warehouse Management Systems (WMS), and Transportation Management Systems (TMS) to
enhance visibility, efficiency, and communication across the supply chain.
Global Trade Compliance:
Manages compliance with international trade regulations, including documentation, tariffs, and
trade agreements.
Stays informed about changes in global trade policies and ensures adherence to trade compliance
standards.
Risk Management:
Addresses risks associated with geopolitical events, natural disasters, economic fluctuations, and
other factors that may impact the global supply chain.
Develops contingency plans to mitigate disruptions and ensure business continuity.
Collaboration and Partnerships:
Requires collaboration with various stakeholders, including suppliers, manufacturers,
distributors, and logistics service providers.
Establishes strategic partnerships to enhance efficiency and address challenges in the global
logistics network.
E-commerce Logistics:
With the growth of e-commerce, global logistics plays a crucial role in managing the movement
of goods ordered online across international borders.
Last-mile delivery strategies are adapted to meet the demands of e-commerce customers.
Sustainability and Green Logistics:
Focuses on environmentally sustainable practices, optimizing routes to reduce emissions, and
adopting eco-friendly packaging materials.
Visibility and Tracking:
Ensures real-time visibility into the status and location of shipments throughout the supply chain.
Provides customers and stakeholders with tracking information for improved transparency.
Intermediaries
Intermediaries, also known as middlemen or intermediaries, play a crucial role in various
business transactions by facilitating the exchange of goods, services, or information between
buyers and sellers. These intermediaries operate in the distribution channel and can provide value
by improving efficiency, reducing transaction costs, and enhancing market reach. Here are
common types of intermediaries:
Retailers:
Definition: Retailers are businesses that sell goods directly to consumers. They are the final link
in the distribution chain.
Role: Retailers provide a physical or online platform for consumers to purchase products,
offering convenience, accessibility, and a range of choices.
Wholesalers:
Definition: Wholesalers are intermediaries that buy goods in bulk from manufacturers and sell
them to retailers or other businesses.
Role: Wholesalers help manufacturers reach a broader market by distributing products in large
quantities, often at a discounted price.
Distributors:
Definition: Distributors act as intermediaries between manufacturers and retailers. They may
buy, store, and distribute products to retailers or directly to consumers.
Role: Distributors streamline the supply chain by handling logistics, warehousing, and
transportation, allowing manufacturers to focus on production.
Agents and Brokers:
Definition: Agents and brokers are individuals or firms that facilitate transactions between
buyers and sellers without taking ownership of the products.
Role: They earn a commission or fee for connecting buyers with sellers, negotiating deals, and
assisting in the transaction process.
Export/Import Agents:
Definition: These agents facilitate international trade by helping companies navigate the
complexities of exporting or importing goods.
Role: They assist with documentation, customs clearance, logistics, and compliance with
international trade regulations.
Franchisees:
Definition: Franchisees are individuals or businesses that operate under a licensing agreement
with a franchisor (the parent company).
Role: Franchisees benefit from the established brand, marketing support, and operational systems
of the franchisor.
Auction Houses:
Definition: Auction houses facilitate the sale of goods or services through a bidding process.
Role: They bring buyers and sellers together, manage the auction process, and often charge a
commission on the final sale price.
Marketing Agencies:
Definition: Marketing agencies provide services such as advertising, branding, and promotional
activities on behalf of businesses.
Role: They help companies create and implement marketing strategies to reach their target
audience and increase brand awareness.
Financial Intermediaries:
Definition: Financial intermediaries, such as banks and investment firms, facilitate financial
transactions between borrowers and lenders.
Role: They provide services like loans, investment advice, and risk management to individuals
and businesses.
Technology Platforms:
Definition: Online marketplaces, platforms, and aggregators connect buyers and sellers in the
digital space.
Role: They facilitate transactions, provide a user-friendly interface, and often leverage
technology to match supply and demand efficiently.
Shipping Ports
Shipping ports, also known as seaports or maritime ports, serve as crucial hubs for the movement
of goods and cargo between land and sea. They play a pivotal role in international trade,
facilitating the import and export of goods via maritime transportation. Ports are complex
infrastructures with various facilities and services to handle vessels, cargo, and related logistics.
Here are key components and functions associated with shipping ports:
Berths and Docks:
Berths are designated areas along the shoreline where vessels can anchor to load and unload
cargo.
Docks are structures or platforms extending into the water, providing a space for ships to dock.
Container Terminals:
Container terminals are specialized areas within ports equipped with cranes and handling
equipment to load and unload standardized shipping containers from vessels.
These terminals facilitate efficient containerized cargo handling.
Cargo Handling Equipment:
Cranes, forklifts, and other specialized equipment are used for lifting, moving, and organizing
cargo within the port.
Warehousing and Storage Facilities:
Ports often have warehouses and storage areas to temporarily store goods before they are loaded
onto or after being unloaded from ships.
Customs and Inspection Facilities:
Customs offices and inspection facilities are essential for clearing goods through customs,
ensuring compliance with import/export regulations, and conducting security checks.
Logistics and Distribution Centers:
Some ports have logistics and distribution centers that provide value-added services, such as
sorting, packaging, and distribution of goods.
Navigation Aids:
Lighthouses, buoys, and other navigation aids help guide vessels safely into and out of the port,
especially in challenging weather conditions.
Security Infrastructure:
Ports implement security measures, including surveillance systems, access controls, and security
personnel, to protect against unauthorized access, theft, and terrorism.
Fueling and Bunkering Facilities:
Ports provide facilities for refueling and bunkering vessels with the necessary fuel and supplies.
Repair and Maintenance Facilities:
Some ports offer repair and maintenance services for ships, including dry docks for vessel
repairs and inspections.
Transportation Connectivity:
Ports are connected to inland transportation networks, including roads, railways, and sometimes
pipelines, facilitating the movement of cargo to and from the port.
Administrative and Office Facilities:
Ports have administrative buildings and offices to manage port operations, handle paperwork,
and coordinate logistics.
Tugboat Services:
Tugboats assist larger vessels in navigating through narrow channels and berthing, providing
additional maneuverability.
Environmental Management:
Ports increasingly focus on environmental sustainability, implementing measures to reduce
emissions, prevent pollution, and protect marine ecosystems.
Port Authorities:
Port authorities are responsible for overseeing and managing port operations, enforcing
regulations, and coordinating with various stakeholders.
Shipping Documentation
Shipping documentation is a critical aspect of international trade and transportation, involving
the preparation and submission of various documents to facilitate the movement of goods across
borders. Accurate and complete shipping documentation is essential for compliance with
customs regulations, smooth cargo clearance, and the efficient movement of goods. Here are key
shipping documents commonly used in international trade:
Commercial Invoice:
A document issued by the seller (exporter) to the buyer (importer) that provides details about the
goods being sold, including the description, quantity, price, and terms of sale.
Packing List:
An itemized list that accompanies the shipment, detailing the contents of each package or
container. It includes information such as weights, dimensions, and packaging materials.
Bill of Lading (B/L):
A crucial document issued by the carrier (shipping line or freight forwarder) acknowledging
receipt of goods and confirming the terms of the transportation contract. There are different types
of bills of lading, including negotiable and non-negotiable.
Certificate of Origin:
A document certifying the origin of the goods, indicating the country where the products were
manufactured. It may be required for customs clearance and to determine eligibility for
preferential trade agreements.
Insurance Certificate:
Issued by the insurer, this document provides evidence of insurance coverage for the goods
during transit. It details the terms, conditions, and coverage of the insurance policy.
Letter of Credit (L/C):
A financial document issued by a bank on behalf of the buyer, guaranteeing payment to the seller
upon the presentation of compliant shipping and trade documents.
Customs Declaration:
Also known as a customs entry or import declaration, this document provides information about
the imported goods and is submitted to customs authorities for clearance.
Shipper's Export Declaration (SED) or Electronic Export Information (EEI):
In the United States, this document is used to report exports to the Census Bureau and other
government agencies. It provides information on the nature, value, and destination of the
exported goods.
Importer Security Filing (ISF):
Also known as 10+2, this document is required by U.S. Customs and Border Protection for
shipments arriving by ocean freight. It includes information about the cargo, the shipper, and the
consignee.
Phytosanitary Certificate:
Required for the export of plants, plant products, and certain other agricultural goods. It confirms
that the products comply with the importing country's phytosanitary regulations.
Quality and Inspection Certificates:
Documents issued by relevant authorities or inspection agencies to confirm the quality, safety,
and compliance of the goods with specific standards or regulations.
Consular Invoice:
A document that may be required by some countries, providing details about the goods and their
value. It is often certified by the consulate of the importing country.
Dangerous Goods Declaration:
Required for the shipment of hazardous materials, this document provides information about the
nature, quantity, and handling instructions for dangerous goods.
Routing Order:
Instructions provided by the buyer or seller regarding the preferred routing and carrier for the
shipment.
INTERNATIONAL COMMERCE
International commerce, also known as international trade, involves the exchange of goods,
services, and capital across national borders. It plays a vital role in the global economy, fostering
economic growth, specialization, and collaboration among countries. International commerce
encompasses various activities and transactions that contribute to the movement of goods and
services between nations. Here are key aspects of international commerce
Exports and Imports:
Exports: The sale of goods or services produced in one country to customers in another country.
Imports: The purchase of foreign goods or services by businesses and consumers in a country.
Balance of Trade:
The balance of trade is the difference between a country's exports and imports. A positive
balance (more exports than imports) is called a trade surplus, while a negative balance is a trade
deficit.
Trade Agreements:
Bilateral and multilateral trade agreements between countries facilitate the reduction of trade
barriers, such as tariffs and quotas, promoting smoother international commerce.
Free Trade Zones and Economic Blocs:
Free trade zones, also known as free trade areas or special economic zones, are regions where
goods can be traded with fewer restrictions or duties.
Economic blocs, like the European Union or ASEAN, involve groups of countries that
collaborate to promote trade and economic integration.
Trade Facilitation:
Measures and initiatives aimed at simplifying and streamlining customs procedures,
documentation, and logistics to make international trade more efficient.
Currency Exchange and Foreign Exchange Markets:
The conversion of one currency into another is essential for international commerce. The foreign
exchange market facilitates currency trading between countries.
Trade Finance:
Financing mechanisms, such as letters of credit, trade credit insurance, and export financing,
support international transactions by mitigating financial risks and ensuring payment.
Global Supply Chains:
The interconnected network of suppliers, manufacturers, and distributors across different
countries that work together to produce and deliver goods to consumers.
Globalization:
The process of increased interconnectedness and interdependence among countries, fostering the
flow of goods, services, information, and capital on a global scale.
Trade Policies and Tariffs:
Government policies and tariffs can impact international commerce. Trade policies may include
protectionist measures or initiatives to promote free trade.
International Trade Organizations:
Organizations such as the World Trade Organization (WTO) and regional trade organizations
work to establish rules, resolve trade disputes, and promote fair and open international
commerce.
Cultural and Legal Considerations:
Understanding cultural differences and adhering to international legal standards and regulations
are essential for successful international commerce.
E-commerce and Digital Trade:
The growth of e-commerce has led to an increase in digital trade, involving the online exchange
of goods and services across borders.
Logistics and Transportation:
Efficient logistics and transportation networks are crucial for the movement of goods between
countries, involving various modes such as sea, air, road, and rail.
Procedure for US Export
Exporting goods from the United States involves a series of steps to ensure compliance with
regulations, documentation requirements, and logistics. Here is a general overview of the
procedure for exporting goods from the United States:
Market Research and Compliance:
Conduct market research to identify target markets and assess demand.
Ensure compliance with export regulations, including restrictions, licenses, and embargoes
administered by the U.S. government.
Determine Export Classification and Licensing Requirements:
Identify the Export Control Classification Number (ECCN) or Harmonized System (HS) code for
your product.
Determine if an export license is required based on the product and the destination country.
Select Freight Forwarder and Transportation Mode:
Choose a freight forwarder to assist with logistics, documentation, and transportation
arrangements.
Determine the most suitable transportation mode (air, sea, road, or rail) based on factors such as
cost, time, and the nature of the goods.
Quote and Negotiate Terms of Sale:
Provide potential buyers with quotes that include the terms of sale, such as Incoterms
(International Commercial Terms), payment methods, and delivery terms.
Export Documentation:
Prepare required export documentation, which may include:
Commercial Invoice: Detailed document describing the goods, quantity, value, and terms of sale.
Packing List: Detailed list of the contents, weights, and dimensions of each package.
Bill of Lading: Document issued by the carrier acknowledging receipt of goods and outlining the
terms of the transportation contract.
Export License (if required): Obtain necessary licenses for controlled goods.
Certificate of Origin: Certifies the origin of the goods.
Electronic Export Information (EEI): Required for most shipments and submitted through the
Automated Export System (AES).
Other specific documents as needed (e.g., Phytosanitary Certificate, Certificate of Free Sale).
Submit Shipper's Letter of Instruction (SLI):
Provide the freight forwarder with the SLI, detailing shipping instructions, documentation, and
other relevant information.
File EEI and Get ITN:
File the Electronic Export Information (EEI) with the U.S. Census Bureau through the
Automated Export System (AES).
Obtain the Internal Transaction Number (ITN) as proof of filing.
Customs Clearance:
Work with a licensed customs broker to facilitate customs clearance in the destination country.
Ensure compliance with import regulations and payment of any applicable duties and taxes.
Shipping and Delivery:
Coordinate the transportation of goods with the chosen carrier.
Monitor the shipment's progress and address any issues that may arise during transit.
Payment and Financing:
Arrange payment with the buyer based on the agreed-upon terms.
Explore financing options, such as letters of credit, to mitigate financial risks.
Record Keeping and Compliance Monitoring:
Maintain records of all export transactions for regulatory compliance.
Monitor changes in export regulations and adjust processes accordingly.