Business Study Guide: Research, Marketing, Entrepreneurship, and Analytics

Comprehensive vocabulary flashcards covering fundamental definitions, principles, models, and calculation formulas from business research, marketing, entrepreneurship, and business analytics.

Industry Analysis

The process of researching an entire industry to understand how it functions, who competitors are, what customers want, what opportunities and threats exist, and whether a business can succeed in that market.

SWOT Analysis

A strategic planning tool businesses use to evaluate internal strengths and weaknesses alongside external opportunities and threats.

Porter's Five Forces

A framework used to evaluate industry competitiveness and profitability by analyzing competitive rivalry, threat of new entrants, threat of substitutes, bargaining power of buyers, and bargaining power of suppliers.

Primary Research

The collection of new, original data gathered directly by the researcher through instruments such as surveys, interviews, focus groups, and direct observations.

Secondary Research

The analysis and synthesis of information that has already been collected, compiled, and published by outside sources, such as government statistics, reports, and existing studies.

Benchmarking

Comparing a company's performance, products, or operational processes against direct competitors or industry leaders to identify opportunities for improvement.

Leading Question

A problematic survey question structured in a way that guides or nudges the respondent toward a specific predetermined answer.

Double-Barreled Question

A survey question flaw that combines two distinct inquiries into a single question, making it impossible for respondents to answer both accurately at once.

Marketing

The process of creating, communicating, and delivering value to customers while establishing relationships and helping an organization achieve its objectives.

Market

A group of potential customers who possess a shared need or want and have the potential interest in buying a particular product or service.

Differentiation

The strategy of distinguishing a product or business from competitors by providing unique attributes, design, features, or brand identity.

Segmentation

Dividing a broad consumer market into distinct subsets of customers who share common characteristics, needs, lifestyles, or behaviors.

Targeting

The strategic selection of one or more specific market segments that a company chooses to direct its marketing and sales efforts toward.

Positioning

The effort to establish a distinct, desirable image and identity for a brand or product in the consumer's mind relative to competitors.

The 4 P's of Marketing

Also called the Marketing Mix; the four core tactical elements comprising Product (what is sold), Price (monetary cost), Place (distribution and access), and Promotion (advertising and outreach).

Search Engine Optimization (SEO)

The practice of optimizing website content, keywords, and structure to achieve higher rankings in unpaid, organic search engine results.

Unit Margin

The profit earned on a single unit before accounting for fixed costs, calculated as $\text{Selling Price} - \text{Variable Cost}$.

Break-Even Volume

The total quantity of units a business must produce and sell to cover all fixed and variable expenses, calculated as $\frac{\text{Fixed Costs}}{\text{Unit Margin}}$.

Entrepreneurship

The process of recognizing an opportunity, assuming risk, assembling necessary resources, and building a venture that delivers value under conditions of uncertainty.

Small and Medium-sized Enterprise (SME)

A business classification characterized by a relatively small to medium staff size and revenue base compared to large corporate entities.

Effectuation

An entrepreneurial logic where founders start with existing means and resources, focusing on controlling aspects of their environment rather than predicting an uncertain future.

Bird in Hand Principle

An effectuation principle directing entrepreneurs to initiate ventures using means already at their disposal: who they are, what they know, and whom they know.

Affordable Loss Principle

An effectuation principle stating that entrepreneurs should only commit resources they can comfortably afford to lose, rather than calculating speculative expected returns.

Crazy Quilt Principle

An effectuation principle focusing on forming collaborative partnerships and alliances with stakeholders who commit to co-creating the venture.

Lemonade Principle

An effectuation principle advising entrepreneurs to welcome surprises and adaptively transform unexpected events and obstacles into profitable opportunities.

Pilot in the Plane Principle

An effectuation principle emphasizing that the future is shaped by deliberate human action within one's control, rather than by external market forecasting.

Lean Startup

A methodology that emphasizes rapid assumption testing, iterative product releases, and direct customer feedback over lengthy upfront business planning.

Minimum Viable Product (MVP)

The most basic, functional version of a product deployed to real customers to test assumptions, gauge demand, and collect feedback with minimal investment.

Agile Development

A flexible, iterative approach to product development characterized by incremental releases, continuous adjustments, and rapid responses to customer feedback.

Customer Development

A structured methodology focused on identifying, interviewing, and validating customers and their needs prior to scaling product manufacturing and sales operations.

Build-Measure-Learn

The core feedback cycle of the Lean Startup framework consisting of building an MVP, measuring customer behavioral metrics, and learning whether to pivot or persevere.

Angel Investor

A private, high-net-worth individual who provides personal capital to early-stage businesses, frequently offering mentorship and industry contacts in exchange for equity.

Intrapreneur

An employee who acts as an entrepreneur within an established corporation by developing and driving novel products, services, or internal processes.

Micropreneur

An independent entrepreneur who establishes and operates an exceptionally small-scale business, usually on their own or with a minimal team.

Business Analytics

The practice of gathering, preparing, inspecting, and interpreting organizational data to drive data-informed decisions, improve performance, and solve business problems.

Data Cleaning

The crucial analytical stage of identifying, repairing, or eliminating duplicate, inaccurate, incomplete, or corrupted records in a dataset.

Exploratory Data Analysis (EDA)

The preliminary examination and summarization of datasets to visualize distributions, detect anomalies, identify correlations, and generate hypotheses prior to modeling.

Descriptive Statistics

Quantitative summaries that describe, organize, and present the concrete numerical characteristics of a collected sample or dataset.

Inferential Statistics

Statistical techniques that use probability theory and sample data to make generalized predictions, estimates, or conclusions about an entire population.

Descriptive Analytics

The foundational analytics branch that examines historical data to answer the core question: 'What happened?'

Diagnostic Analytics

The analytics branch that evaluates historical records and patterns to answer the fundamental question: 'Why did it happen?'

Predictive Analytics

The analytics branch that uses statistical models, historical data, and forecasting techniques to address the question: 'What is likely to happen?'

Prescriptive Analytics

The advanced analytics branch that applies optimization algorithms and empirical insights to recommend targeted solutions for the question: 'What should we do?'

A/B Testing

A controlled experiment comparing two variants (A and B) of a single element across separated participant groups to determine which version produces superior measurable results.

Random Assignment

The experimental procedure of allocating subjects to distinct treatment groups purely by chance to minimize confounding variables and establish causal relationships.

Metrics

Standardized, quantifiable parameters and measurements used by businesses to evaluate performance, track goal progress, and validate analytics findings.

Quantitative Analysis and Qualitative Analysis

The two principal methods of conducting an industry analysis according to QuickBooks, which clarifies that SWOT and Porter's Five Forces are analytical models rather than standalone methods.