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ENT 125 — Foundation of business data analysis: Lecture Note

Business Administration · 100 Level

About this lecture note

This is the complete lecture note for ENT 125 Foundation of business data analysis, prepared for Business Administration students at 100 Level. You can read it online below, open it in the full viewer, or download the PDF for offline study. It pairs with the course's video lectures, so you can read and watch together.

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LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS

LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS Series 1: Foundations and Role of Business Statistics Series outline • Part 1.1 Nature and Scope of Statistics • 1.1.1 Definition and meaning of statistics • 1.1.2 Branches of statistics: descriptive and inferential • 1.1.3 Importance of statistics in business decision-making • Part 1.2 Statistical Inquiries: Forms and Design • 1.2.1 Types of statistical inquiries • 1.2.2 Designing effective statistical investigations • 1.2.3 Limitations of statistical inquiries • Part 1.3 Role of Statistics in Business and Economics • 1.3.1 Applications of statistics in business performance measurement • 1.3.2 Use of statistics in market surveys and research • 1.3.3 Ethical considerations in statistical practice • Part 1.4 Basic Concepts in Statistics • 1.4.1 Variables: discrete and continuous • 1.4.2 Functional relationships in statistics • 1.4.3 Sources of statistical data Introduction In today’s business environment, decisions are rarely made on intuition alone. Organisations rely on facts, figures, and patterns to guide their strategies, and this is where statistics becomes indispensable. By learning the foundations and role of business statistics, you will be equipped to see how numbers tell stories, how data supports decisions, and how statistical thinking underpins effective management and research. This Series sets the stage for the rest of the course by introducing you to the essential concepts and applications of statistics in business. The aim of this Series is to familiarise you with the nature, scope, and role of statistics, and to provide you with the basic tools needed to appreciate its importance in business and economics. It intends to build a strong foundation that will support your progress through the more technical aspects of the course. We shall commence this Series by examining the nature and scope of statistics, including its definition, branches, and importance in business decision-making. Next, we will explore statistical inquiries, focusing on their forms, design, and limitations. Following that, we will move on to the role of statistics in business and economics, considering its applications in performance measurement, market surveys, and ethical practice. Finally, we will wrap up by discussing basic concepts in statistics such as variables, functional relationships, and sources of data. This sequential flow will ensure that you gain a clear and structured understanding of the foundations of business statistics.

LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS Series Learning Outcomes Upon completing this Series, you should be able to: • 2.1 define statistics and distinguish between its descriptive and inferential branches, • 2.2 explain the importance of statistics in business decision-making, • 2.3 identify and describe different forms of statistical inquiries, • 2.4 analyse the key elements involved in designing statistical investigations, • 2.5 evaluate the role of statistics in measuring business performance and conducting market surveys, • 2.6 discuss ethical considerations in the application of statistics, • 2.7 differentiate between discrete and continuous variables, • 2.8 explain functional relationships in statistics, and • 2.9 classify sources of statistical data relevant to business research. 1.1 Nature and Scope of Statistics 1.1.1 Definition and meaning of statistics Statistics refers to the science of collecting, organising, analysing, and interpreting data in order to make informed decisions. In business, statistics provides a systematic way of understanding patterns and trends, rather than relying on guesswork. It is both a body of methods and a field of study that helps managers and researchers to deal with uncertainty. Fill in the blank: Statistics is the science of ______, organising, analysing, and interpreting data.

LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS 1.1.2 Branches of statistics: descriptive and inferential Descriptive statistics involves summarising and presenting data in a meaningful way, often using measures such as averages, percentages, charts, and graphs. It answers the question: “What does the data show?” Inferential statistics goes further by using sample data to make generalisations or predictions about a larger population. It answers the question: “What can we conclude beyond the data we have?” Fill in the blank: ______ statistics summarises data, while inferential statistics makes predictions about populations.

LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS 1.1.3 Importance of statistics in business decision-making Statistics is vital in business because it provides evidence-based insights. Managers use statistical tools to evaluate performance, forecast demand, measure customer satisfaction, and assess risks. For example, a company may analyse sales data to determine which products are performing well and which need improvement. Fill in the blank: Managers use statistics to evaluate ______, forecast demand, and assess risks.

LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS Pilot questions 1.1 1. Which branch of statistics focuses on summarising data? 2. Which branch of statistics makes predictions about populations? 3. What is the primary aim of statistics in business decision-making? 4. Fill in the blank: Statistics is the science of collecting, ______, analysing, and interpreting data. 5. Give one example of how a business might use statistics to improve performance. 1.2 Statistical Inquiries: Forms and Design

LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS 1.2.1 Types of statistical inquiries A statistical inquiry is a structured investigation that uses data to answer specific questions or solve problems. In business, statistical inquiries may focus on areas such as customer behaviour, employee performance, or market trends. These inquiries can be classified into different types, including census inquiries, where data is collected from the entire population, and sample inquiries, where data is collected from a subset of the population. Fill in the blank: A census inquiry collects data from the ______ population, while a sample inquiry collects data from a subset. 1.2.2 Designing effective statistical investigations

LA-NET | ONLINE LEARNING VIDEO PLATFORM FOR POST-SECONDARY & HIGHER INSTITUTION STUDENTS The design of a statistical investigation is crucial because it determines the reliability of the results. A well-designed inquiry begins with a clear definition of the problem, followed by the identification of objectives, selection of appropriate methods, and determination of the population or sample. It also involves choosing suitable tools for data collection and ensuring that the process is unbiased. Fill in the blank: A well-designed statistical investigation begins with a clear definition of the ______. 1.2.3 Limitations of statistical inquiries

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