International Marketing Part A Final

Definition of a "Market": A market is defined as the place where the supply of products or services meets the demand for those offerings, which leads to the formation of prices. This exchange can take place at a real location, such as a retail store, or a virtual location, such as an online platform

Direction of the transaction: Distinguishing between procurement and sales markets.

Types of goods sold: Categorizing by consumer goods, business-to-business (B2B)/industrial goods, or services.

Degree of internationality: Dividing markets into regional, country, international, or global levels.

Distribution of power: Differentiating between buyer's markets and seller's markets.

Other criteria: Intensity of regulation, market participation opportunities/barriers, and the number of market participants

Four Criteria for Defining a "Relevant Market": The relevant market can be defined based on four distinct perspectives:

Companies: Based on groups of companies (e.g., the "chemicals market").

Products: Based on specific products or product lines (e.g., "market for long-distance travel").

Buyers: Based on specific buyers or groups of buyers (e.g., "market for price-sensitive students").

Needs: Based on specific need categories (e.g., the "mobility market" which includes all products and services like bikes, cars, and taxis that cover that need)

The "Strategic Triangle of Marketing": This concept identifies that all marketing activities occur within a triangle formed by three central actors: the company itself, its customers, and its competitors

Monopoly: A market with only one powerful supplier or buyer who has the exclusive right to sale.

Oligopoly: A form of monopoly where the market is dominated by a few large companies.

Polypoly: A market structure where multiple suppliers or buyers compete with one another on either the supply or demand side

Activity-oriented: This view defines marketing as a bundle of a company's market-oriented activities, with a heavy emphasis on the marketing mix (product, price, communication, and distribution).

Relationship-oriented: This view states the goal of marketing is to build, maintain, and strengthen relationships with customers, placing the emphasis on relationship marketing

This definition combines two facets of a company:

Corporate External Facet: Conception, implementation and control of a suppliers market-related activities towards (potential) customers of its products and services -> Systematic information gathering about market conditions and design of the marketing mix 

Internal Corporate Facet: Creating the Conditions within the company for the effective and efficient implementation of the market-related activities -> Management of the entire company according to the guiding principal of market orientation 

Ultimate Goal: To optimize customer relationships in a way that aligns with corporate objectives

Marketing (specifically "Marketing & distribution") is situated as one of the primary activities in Porter's Value Chain, alongside inbound/outbound logistics, production, and customer service

Because the purpose of a business is to create an keep a customer  and Marketing specifically drives value by suggesting innovative ways to engage with customers and has the power to build a brand and to communicate the value of the products so customers are willing to buy even with high prices. Remember the Pepsi Challenge from the mid 1970 

Primary Economic and Non-Economic Motives:

Economic Motives: These focus on financial and market-driven goals such as profit maximization, growth, market expansion, and securing competitive advantages internationally. They are often used to overcome negative domestic trends and achieve sales or market share targets abroad.

Non-Economic Motives: These objectives go beyond financial metrics and include image building, gaining power and influence, and pursuing strategic prestige. The goal is to achieve long-term corporate positioning on a global scale

Offensive Motives: These are proactive drivers such as having products with a Unique Selling Proposition (USP), possessing technological advantages, or having management with special qualifications for international development. Other factors include seeking tax advantages or achieving economies of scale through internationalization.

eDefensive Motives: These are reactive responses to domestic challenges, such as overcapacities, high competitive pressure, or a shrinking domestic market. High inventory levels or a short geographical distance to a foreign market can also drive defensive internationalization

Resource, Production, and Sales-Oriented Motives:

Resource-oriented motives: These aim to secure the long-term supply of raw materials.

Production-oriented motives: These seek comparative cost advantages abroad, which frequently results in the relocation of production facilities.

Sales-oriented motives: These focus on expanding market presence (increasing the quantity or value of goods sold abroad) or establishing proximity to key customers for just-in-time delivery

Semiglobalization: This term, created by economist Alan Rugman, argues that cultural, administrative, geographic, and economic differences between countries are far more enduring than many globalization advocates assume. It suggests that global marketing strategies must balance global economies of scale with the persistent need for regional and local adaptation

Beneftis for Companies: Globalization of supply chains, allowing companies to serve new country markets; 2. Technological advances leading to lower communication and transportation costs; 3. Multinational efforts by WTO leading to lower tariffs (usually)

Benefits for Consumers: Massive increase in consumer choice, decrease in global poverty, substantial rise of the middle class

Disadvantages: Disadvantages: 1. It can undermine local cultures; 2. It may promote unsustainable consumption as example avocados ; 3. It can place corporate profits ahead of human rights

Flat World: This view suggests that the globalization and information technology have dimnished the importance of location and the world has become a unified playing field for companies and individuals competing with each other

Spikiy World: This view emphasizes the importance of industry clusters and the emergence of "mega-cities" that offer significant concentrated competitive advantages, while many other regions barely register in economic activity

VUCA and Global Marketing: VUCA stands for Volatility, Complexity, Ambiguity, and Uncertainty. In this environment, global marketing strategies must become more nuanced and fine-grained, moving away from highly standardized and centralized models. Additionally, Sustainability and Corporate Social Responsibility (CSR) move from being afterthoughts to the center of strategy

Ethnocentric: The company focuses on its home market and approaches foreign markets with its domestic marketing concept largely unchanged.

Polycentric: Foreign markets are treated as unique and distinct; local subsidiaries have high autonomy and adapt strategies to each specific country.

Regiocentric: Groups of countries are managed as integrated regions (e.g., EU or NAFTA), with strategies developed transnationally within these regions.

Geocentric: The world market is treated as one integrated market, with global coordination of decisions to balance efficiency and local responsiveness

Uppsala Model of Internationalization: This model predicts that firms internationalize incrementally. They typically start by entering markets that are physically close to their home market and use a gradual development process for entry modes—starting with sporadic exporting and eventually moving toward foreign production. It emphasizes that market-specific knowledge is tacit and can only be acquired through personal experience over time

Born Global Firms: These are firms that globalize rapidly, often entering international markets within three years or less of their foundation. They are typically small, technology-oriented companies that use a strong entrepreneurial and international market orientation to overcome resource constraints. Examples include Logitech and Airbnb

The Eclectic Paradigm (OLI Framework): Developed by John Dunning, this framework explains why firms engage in Foreign Direct Investment (FDI) rather than exporting or licensing. Three conditions must be met:

Ownership Advantages (O): Firm-specific strengths (e.g., strong brand, proprietary technology, managerial expertise) that provide a competitive edge over local rivals.

Location Advantages (L): Specific benefits of operating in a foreign country, such as lower labor costs, access to resources, or favorable regulations.

Internalization Advantages (I): Benefits of controlling operations internally rather than outsourcing or licensing, such as protecting intellectual property and maintaining quality control

Gross national product (GNP) -this ist the total value of goods and services produces by a country in one year including profits made in foreign countries

Gross domestic product (GDP)- total value of goods and services produced by a country in a year

Per capita income.

Export diversification.

Integration into the global financial system.

Large Population

rapid economic growth

expanding middle class

progress from low to middle income status

China and India

BRICS (Brazil, Russia, India, China, South Africa)

Intangibility: Services cannot be seen, tasted, or touched in the same way as physical goods.

Heterogeneity: The quality of service can vary significantly (variability of quality).

Inseparability: Production and consumption of the service often occur simultaneously.

Perishability: Service output cannot be stored or inventoried for later use

Services are often difficult for customers to understand (mentally intangible) and lack physical form (physically intangible), which makes value creation harder to demonstrate. This requires firms to "make the intangible tangible" by focusing on physical evidence, such as clean facilities, professional staff appearance, and user-friendly digital interfaces to make service quality visible and measurable

because the service is often produced and consumed at the same time, the customer is frequently involved in co-production. Under Service-Dominant Logic (SDL), the customer is no longer a passive recipient but an active co-creator of value, where value is realized through the customer's "value-in-use"

they effectively "are" the service firm. They are a core part of the brand and are responsible for delivering the brand promise. They are key drivers of customer loyalty and determine productivity

(Internal Marketing) Company Culture drive Employee satisfaction.

Satisfied employees lead to higher Employee loyalty, productivity, (External Marketing) and service quality.

High service quality results in Customer satisfaction, which drives Customer loyalty.

Loyal customers ultimately drive (Firm Performance)Revenue growth and Profitability (Firm performance)

siehe Vorlesung 3 S.18

Outsourcing: The process of paying to have part of a company's work performed by another company.

Offshoring: The practice of basing a business or specific business processes in a different country, often to take advantage of lower costs or tax benefits.

The Role of the customer is passive recipient in the GDL and a Active co-creator/co-producer in the SDL

The Unit of exchange is Goods (tangible outputs) in the GDL and Service (apllication of knowlege&skills) in the SDL

Challenges: financial losses, operational inefficiences, poor public perception of being unsafe and uncomfortable

Improve through: Physical Evidence by providing clean free toilets, air conditiong; mindest shift to "customer pays us", increase in Employee welfare, implementing digital innovations,

Gojek functions as a multisided ecosystem by acting as a platform orchestrator that integrates multiple groups of actors through its algorithm, trust systems, and governance.

Consumers: The value seekers who provide data, loyalty, and feedback.

Drivers/Partners: The service providers who contribute labor, local knowledge, and physical assets.

Merchants (MSMEs): Product providers who offer local cuisine and products. This integration allows Gojek to offer a wide range of services—including payments (GoPay), food delivery (GoFood), and logistics (GoSend)—within a single "Super App"

Live commerce (e.g., TikTok Shop) is successful because it replaces standard e-commerce with "Human-to-Human" engagement. It provides social presence through real-time bonding with hosts and allows for co-creation,

There is a high cultural need for "high-touch" interactions, even in digital environments

Decisions are often communal, meaning social influence and reviews from "friends" or trusted hosts carry more weight than traditional brand advertisements

Reliability

Assurance

Tangibles

Empathy

Responsiveness

To provide an analytical framework to analyze the macro environment of foreign markets. It helps marketing managers understand the differences and similarities between market environments, which is essential for developing effective global marketing strategies

Resurgence of political power: Governments may use their influence to enable or prevent business through sanctions, boycotts, or "licenses" to operate.

Trade barriers: The implementation of quota systems, tariffs, and non-tariff barriers.

In Germany the demographic shift involves an aging population and a future change in household size. One and two household are rising. Companies like Ikea or TUI must adapt their offerings to suit smaller household like furniture for smaller apartments or travel packages for singles and couples

Because companies have an ethical obligation to support the SDGs. To involve companies, put on environmental issues will have to increase substantially. This creates challenges (AI, Fast Fashion) and opportunites (reputation) in global marketing strategy. The Goals are: Zero Hunger, Qualitiy Education, Clean Water

Discrimination laws, Employment laws vary at almost every country or Data protection laws such as the GDPR in Europe

Pankaj Ghemawat, an Indian-American economist and professor. Its core argument is that cultural, administrative, geographic, and economic differences between countries are much more enduring than many globalization advocates assume

Cultural distance

Administrative distance

Geographic distance

Economic distance

integrated system of learned behavior patterns that serve as distinguishing characteristics for members of a society.

Different languages, ethnicities, religions, values

The premise is that 90% of culture is invisible (below the "waterline"), while only a small portion is visible to others.

Surface Culture (Visible): Includes things like food, flags, fashion, music, art, and language.

- Deep Culture (Invisible): Includes communication styles (body language, eye contact), notions of courtesy or leadership, concepts of time and justice,

Communication Style:

Low Context Cluture: explicit, direct, clear, words carry most information

High Context Culture: implicit and indirect, words are less important than tone, body language

Negotiaitions:

Low Context Culture: short & task focuses, Focus on what you say not who you are

High Context Culture: long to build relationships & understanding, Focus on who you are

Monochronic (Low-context):

People prefer to do one thing at a time, stick strictly to schedules and deadlines such as Switzerland

Polychronic (High-context): Schedules are flexible, people often multitask, nd the primary focus is on building relationships (e.g., Ghana)

Structure of the Schwartz Value Framework: The framework identifies ten main values that drive individual decisions. These values are organized into four broader dimensions; values within the same dimension are compatible, while those in opposite (bipolar) positions are in conflict

Openness to Change, Self-Transcendence, Conservation, and Self-Enhancement

self-direction, power, security, tradition

Power distance

Individualism versus collectivism

Masculinity versus femininity

Uncertainty avoidance

Long-term versus short-term orientation

Indulgence versus restrain

- related to the different solutions of the basic problem of human inequality

This dimension measures the extent to which less powerful members of institutions or organizations accept and expect that power is distributed unequally

Individualism is the degree to which people feel independent, as opposed to being interdependent as part of a larger group (collectivism)

This dimension deals with a society’s tolerance for uncertainty and ambiguity, specifically how much stress members feel when facing an unknown future

This dimension deals with how a culture handles change. In long-term oriented cultures, the world is viewed as being in constant flux, making it necessary to prepare for the future

Quick sorting out of obvious no-go country markets.

Assessment of the remaining countries based on secondary data.

In-depth assessment of the remaining potential markets (using detailed financial and risk analyses).

Personal visit of the final 1–3 high-potential markets before a final decision

Why it is crucial: Secondary data is essential because of the large number of potential target markets that a firm must initially screen to identify viable options.

Main limitations: The data may not be available in the required format, and there are often significant concerns regarding data accuracy and a lack of data equivalence between different countries

A personal visit is considered essential before a go/no-go decision because:

It allows managers to gather data that secondary sources cannot provide.

It serves to confirm or contradict assumptions made during the earlier assessment stages.

It facilitates face-to-face meetings to evaluate the capabilities and character of potential local partners or distributors.

It supports the development of a concrete marketing plan with local agents

Core Technology: Velotech AI has developed a bike kit equipped with AI-powered depth cameras and data storage.

Primary Application: The technology is used for smart infrastructure inspection. Employees cycle pre-defined routes to automatically identify and classify infrastructural issues such as potholes, damaged streetlights, and poor road conditions in real time. This data is then sold to municipalities to help them prioritize repairs and enhance public safety

ccupied Domain Name: The domain "velotech.de" is already owned by an established, accredited test laboratory for micromobility in Schweinfurt, which could lead to brand confusion.

Existing Pilot Projects: Some German cities are already testing similar solutions; for example, Mannheim is trialing the use of optical sensors on garbage trucks and street sweepers to identify litter and pollution.

Legal/Regulatory Barriers: Strict compliance with the General Data Protection Regulation (GDPR) is a significant factor for any AI-based camera technology operating in public spaces.

Market Penetration: Selling more existing products or services to the home (existing) market.

Product Development: Introducing new products and services to the home (existing) market.

Market Development: Entering new geographic markets with existing products or services.

Diversification: Entering new geographic markets with new products and services.

Relevance: The strategies most relevant for market assessment and entry decisions are market development and diversification

Horizontal Diversification: A company adds products or services that are unrelated to its current offers. A specific form is "conglomerate diversification," where a company moves into largely unrelated industries, such as the Indian Tata Group, which ranges from steel to retail and tourism.

Concentric Diversification: A form of horizontal diversification where the new offer is similar to the existing portfolio, allowing the firm to leverage its technological or industry experience. Examples include Unilever (leveraging soap/margarine roots into food and personal care) and hitschler International (expanding from sweets into dog treats).

Vertical Diversification: Moving up or down the supply chain. Forward diversification involves moving up (e.g., an oil extractor producing plastics), while backward diversification involves moving down (e.g., Netflix producing its own content instead of just distributing it)

the core philosophy, attributed to Theodore Levitt, is that consumers buy solutions, not just products. Marketers must conceptualize products as vehicles that help consumers achieve these solutions, which requires a deep understanding of product dimensions and types

Core customer value: The essential problem-solving benefit at the center of the product that the consumer is actually looking for.

Actual product: The tangible attributes, including quality, design, features, packaging, and the brand name.

Augmented product: Additional customer value created through supplementary services, such as after-sales support, warranties, delivery, and credit

Introduction: Sales increase slowly; companies often suffer initial losses due to high development and launch costs.

Growth: Characterized by strong increases in sales and often the addition of product variants to stimulate demand.

Maturity: Sales slowdown as they keep pace only with GDP or population growth; characterized by intense competition and price pressures.

Decline: Sales and profits decrease as structural shifts occur and the product is replaced by others offering more relevant benefits

Sprinkler Approach: The product is introduced in all relevant country markets simultaneously.

Waterfall Approach: The product is launched successively in different countries over a period of time

Counterfeits are unauthorized copies of products that infringe on intellectual property rights. They are considered a significant risk because they:

Reduce original sales and decrease the exclusivity of original brands.

Damage brand equity and image.

Pose health and safety risks, particularly in sectors like weight-loss medications or other pharmaceuticals

The optimal balance is the point where a company neither relies solely on standardization nor exclusively on adaptation. Strategically, this balance is found at the intersection where the additional costs incurred through adapting a product meet the manufacturing and marketing savings generated by economies of scale through standardization. A company must weigh the "cost of lost sales" (which occurs if a standardized product fails to satisfy local consumers) against the "cost of goods sold, marketing, and administration" (which typically decreases as standardization increases) to find the most profitable degree of modification

Localization: This refers to meeting mandatory requirements that make a product "fit for sale" in a specific market environment. These changes are often obligatory rather than a choice. A primary example is changing electrical plugs to match a country’s specific power outlets.

Adaptation: This involves making voluntary changes to a product to better align with the specific taste preferences or cultural needs of customers. Examples include creating green tea flavored Oreos for the Japanese market or developing halal-certified skincare and skin-whitening products for Indonesian consumers

Core Philosophy of Product Dimensions (Theodore Levitt): The core philosophy is that consumers buy solutions, not just products. Theodore Levitt famously illustrated this by stating, "People don't want to buy a quarter-inch drill. They want a quarter-inch hole". Consequently, marketers must view products as vehicles that help consumers achieve these desired solutions

Cost Leadership: Aims to be the lowest-cost producer in the industry (e.g., Aldi, RyanAir).

Differentiation through Product Leadership: Creating perceived superiority through performance, brand, and innovation (e.g., BMW, Miele).

Differentiation through Customer Partnership: Focusing on individualized service and long-term customer relationships (e.g., KPMG, BCG)

Outpacing Strategy: An outpacing strategy creates a dual advantage by simultaneously combining the strengths of cost leadership and differentiation. It involves maintaining the lowest industry costs while offering unique features, superior quality, or high brand prestige that competitors cannot easily replicate. Examples include Apple, Nvidia, and Google

Mass Customization: Mass customization is a hybrid strategy that combines differentiation and cost leadership by producing and marketing individualized products in large quantities at efficient costs. This approach is primarily driven by digitalization, as well as advances in AI, flexible manufacturing, and 3D printing

Leverage of Pricing: Pricing is considered the greatest leverage for revenue and profit because it is a crucial marketing instrument that directly impacts a company's financial outcomes more significantly than any other part of the marketing mix. Small adjustments in price can lead to immediate and substantial changes in turnover, profit, and contribution margins

Internal Factors: Profit/turnover targets, costs (production and distribution), and brand image objectives.

External Factors: Intensity of market competition, customers' price sensitivity, and national regulations or taxes

Irreversibility of Price Decisions: Price decisions are often limited in their reversibility because once a price is decreased, consumers begin to expect that lower price as the "regular" price and may refuse to pay more in the future. Additionally, frequent or sudden price drops can dissatisfy loyal customers who purchased at a higher price, potentially damaging long-term retention

Effect of Euro Appreciation on Exporters: When the Euro gets stronger (appreciates), it can purchase more of a foreign currency (like the U.S. dollar) than previously. For a German exporter, this makes their goods more expensive for foreign buyers, which typically leads to a decrease in export volumes and can hurt international competitiveness.

Price Elasticity of Demand: This is a measure of the responsiveness of the quantity demanded to a change in the price of a good. Demand is considered more inelastic (less sensitive to price changes) when:

The good is a necessity (e.g., insulin).

There is high brand loyalty.

The purchase is for a "once in a lifetime" experience, such as a wedding or a safari

Price Skimming: Involves charging a high initial price for a new technological product to maximize profits from "early adopters" before gradually lowering the price to reach more sensitive segments (e.g., Sony PlayStation).

Penetration Pricing: Involves setting a low initial price to achieve fast market diffusion, build a large customer base quickly, and discourage competition (e.g., Disney+)

 Dynamic pricing is a flexible approach where prices are automated and set by algorithms based on real-time data. Influencing factors include time of day, day of the week, and customer frequency. It can also be based on individual factors such as a user's device, search history, or web profile

Personal: Student or senior discounts (e.g., student subscriptions to newspapers).

Spatial (Region): Charging different prices for the same product in different countries (e.g., Tesla Model Y prices varying across EU nations).

Temporal (Time): "Happy hour" prices or discounts for traveling during off-peak seasons.

Performance-related: Different pricing for 1st and 2nd class travel on trains or different service levels in hotels

Advertising Media: This "carries" the advertising materials to the target audience. Examples include TV, radio, newspapers, online platforms, and outdoor advertising.

Advertising Material: This "conveys" the actual advertising message. Examples include TV commercials, radio spots, social media posts, and advertising banners.

nter-media selection: This involves deciding how to distribute the communication budget across different categories of media (e.g., choosing between TV and Online).

Intra-media selection: This involves distributing the budget within a specific medium category (e.g., deciding which specific social media platforms to use).

the most significant growth is in Mobile Internet, followed by Desktop Internet. While Television, Outdoor, and Radio also show increases, traditional print media like Magazines and Newspapers are experiencing a decline in global advertising spending.

Definition: Rebranding is defined as a profound transformation of a brand.

Common Reasons: 1. Changing needs of the target group; 2. Mergers of companies; 3. Image improvement or repositioning.

Loss of Brand Equity: The rebrand erased an estimated $20 billion in brand value.

Significant Valuation Drop: The company's valuation fell by more than 70% following the acquisition and rebrand.

Failure to Change Behavior: Habits are hard to rewrite; 55% of daily U.S. users still call the platform "Twitter" years later.

Vision vs. Reality Gap: Promising a transformation (like an "everything app") without immediate functional delivery leads to user confusion and backlash.

Communication Expenses: Costs to transfer the value of the existing brand to the new one through advertising and launch campaigns.

Physical and Digital Implementation: Redesigning websites, updating IT systems (e.g., email addresses), and physical rebranding of buildings, vehicle fleets, and office supplies.

Market Share Risk: Financial costs arising from the potential loss of customers if the brand value is not successfully transferred.

Don't follow your first impulse when choosing a new name.

Secure commitment from top management to ensure the strategy is supported.

Take employees along on the journey through training and internal communication.

Create initial activation through a "big bang" event for both employees and customers. (Other steps include not saving money on communication and establishing marketing KPIs to measure success).

Non-equity modes involve lower resource commitment and include Exports (direct and indirect) as well as contractual agreements such as licensing, franchising, outsourcing, and co-marketing.

Equity modes involve Foreign Direct Investment (FDI) where a firm has partial or full ownership of operations abroad. These include Joint Ventures (minority, 50/50, or majority) and wholly owned subsidiaries (established via green-field investments or acquisitions)

There is a direct relationship between the level of risk a company assumes and the amount of control it gains:

Exporting is typically the least risky form of entry and offers high flexibility, but it provides the company with the least amount of control over foreign operations.

Wholly owned foreign subsidiaries represent the most risky mode due to the high commitment of resources, but they provide the greatest level of operational control

irect Exporting: The manufacturer handles all export activities itself. This requires more resources but provides better control, market presence, and the opportunity to acquire market-specific knowledge.

Indirect Exporting: The manufacturer outsources all foreign market activities to a specialized company in its home country. This is often used by firms with little experience or those who treat exports as a marginal activity

Piggyback Exporting" Also known as Piggyback Marketing, this is a form of independent market representation where a manufacturer sells its products through another company’s existing distribution channel. This is successful when two companies have complementary product lines that target the same customer segments

Disadvantages of Licensing The main disadvantages include:

Limited contact with the final customers.

Little control over the product and the brand image developed abroad.

The danger of intellectual property (IP) infringement or the licensee becoming a future competitor

Definition of Market Research Market research is the systematic collection, processing, analysis, and interpretation of data about markets (customers and competitors) to provide an objective basis for business and marketing decisions

should provide information that is as accurate as possible

reflects the true actual situation as closely as possible

should be objetctive and free form personal or politiccal infulences, wheter of the market researcher or the client

Self-provision (In-house): Companies choose this to maintain direct control and build internal knowledge, though it requires high personnel and material costs.

Outsourcing: Firms often outsource to specialized institutes when they lack the time, money, or specific expertise to conduct the research themselves, or when they require an objective, external perspective

Primary Data: Data collected specifically for the current research project (e.g., through interviews, focus groups, or experiments) and tailored to specific needs.

Secondary Data: Data that already exists and was collected for a different purpose (e.g., from government websites, databases, or news articles)

Logistical: Managing activities across different regions with varying infrastructures.

Cultural: Challenges include data collection barriers (e.g., gender dynamics in interviews), varying literacy rates affecting written surveys, and multiple official languages within a single country like India

Construct Bias: Occurs when the research measures the wrong thing. Example: An IQ test in English given to a non-native speaker measures language skill rather than intelligence.

Method Bias: Errors based on how the data was collected. Example: Respondents in one country may give higher scores simply because the interviewer was friendlier, or they may react differently to a phone interview versus an online survey

Collectivist societies tend to prioritize harmony and agreement; respondents may tell interviewers what they want to hear rather than their true thoughts and typically answer towards the middle of scales.

Individualist societies are more likely to express their actual opinions but may still give "socially acceptable" answers on sensitive topics; they tend to answer towards the extremes of scales

Quantitative: Uses standardized, closed questionnaires, involves large sample sizes, and relies on statistical analysis of numbers to describe market patterns.

Qualitative: Uses open-ended answers and protocols, involves small sample sizes, and relies on interpretive evaluation of words to reach a deeper understanding of behaviors.

Back translation: A questionnaire is translated from the original language to the target language and then translated back to the original by a second person to check for consistency.

Parallel translation: Multiple translators independently translate the questionnaire, and their results are compared to find the best version. (Note: A third technique mentioned is decentering, a successive process of translation and retranslation until discrepancies are resolved