Explain the term ‘random sampling’.
CAMBRIDGE
A level and AS level
Year Examined
October/November 2019
Topic
Market Research
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Explain the term ‘random sampling’.
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A-Level Business Studies Essay Guide: Random Sampling
This guide will equip you with the knowledge and skills to write a compelling essay on random sampling in A-Level Business Studies.
Understanding Random Sampling
Random sampling is a fundamental sampling technique used in research and data collection. It ensures that all members of a population have an equal chance of being selected for the sample. This is crucial for achieving representative and unbiased results.
Here's a breakdown of the key components:
- Population: The entire group of individuals or entities that you want to study.
- Sample: A subset of the population that is selected for analysis.
- Random Selection: Each member of the population has an equal probability of being included in the sample.
Types of Random Sampling
There are various types of random sampling methods, each with its own strengths and limitations. Some common types include:
- Simple Random Sampling: Every member of the population has an equal chance of being selected. This is the most basic form of random sampling.
- Stratified Random Sampling: The population is divided into subgroups (strata) based on specific characteristics, and then random samples are taken from each stratum.
- Cluster Random Sampling: The population is divided into clusters, and a random sample of clusters is selected. All members of the selected clusters are included in the sample.
Advantages of Random Sampling
Random sampling offers several advantages for research:
- Reduces Bias: By ensuring equal selection chances, random sampling minimizes the possibility of systematic bias.
- Representative Sample: The sample is likely to reflect the characteristics of the population, enabling generalization of findings.
- Statistical Analysis: Random sampling allows for the use of statistical methods to analyze data and draw valid conclusions.
Disadvantages of Random Sampling
While random sampling is widely appreciated, it also has some limitations:
- Time-Consuming and Costly: Obtaining a truly random sample can be time-consuming and expensive, especially for large populations.
- Difficult to Implement: It can be challenging to develop an accurate sampling frame (a list of all members of the population) for complex populations.
- May Not Be Practical in All Situations: Some research projects may require specific sampling methods other than random sampling.
How to Write the Essay
Here's a step-by-step guide to writing your A-Level Business Studies essay on random sampling:
1. Introduction
- Define random sampling clearly and succinctly.
- State the purpose of the essay, outlining the key aspects you will discuss.
- Provide a brief overview of the advantages and disadvantages of random sampling.
2. Main Body
Divide the main body into sections, addressing the following:
- Types of Random Sampling: Describe and explain the different types of random sampling methods, including their applications and limitations.
- Advantages of Random Sampling: Elaborate on the benefits of random sampling, such as reducing bias, achieving a representative sample, and facilitating statistical analysis.
- Disadvantages of Random Sampling: Discuss the potential drawbacks of random sampling, including its time-consuming nature, cost implications, and challenges in implementation.
- Examples: Provide real-world examples of how businesses and organizations use random sampling in their research or data collection activities.
3. Conclusion
- Summarize the key points discussed in the essay.
- Reiterate the importance of random sampling in ensuring accurate and reliable research findings.
- Conclude by highlighting the significance of understanding random sampling in business decision-making.
Tips for Success
- Focus on Clarity and Conciseness: Use clear and concise language to explain complex concepts. Avoid technical jargon.
- Support Your Arguments with Evidence: Use examples, statistics, and research findings to substantiate your claims.
- Structure Your Essay Logically: Ensure a clear and logical flow of ideas throughout your essay.
- Proofread Carefully: Check for grammar, spelling, and punctuation errors before submitting your essay.
By following this guide and incorporating these tips, you'll be well-prepared to write a successful essay on random sampling for your A-Level Business Studies exam.
Extracts from Mark Schemes
Random Sampling
Explain the term ‘random sampling’. Random sampling is a sampling method/technique/process (1) in which all members of a group or population (1) have an equal chance of being selected (1).