Pearson Edexcel · A-Level · Economics B

    Course version: 9EB0 · Version from Sept 2015

    B) Limitations of market research, sample size and bias

    Full specification wording

    Understanding the consumer: b) Limitations of market research, sample size and bias

    While market research provides valuable insights, it has significant limitations that can affect business decision-making.

    Checked against the Pearson Edexcel 9EB0 specification (opens in a new tab) on .

    • Point 2 of 3
    • 3 key terms

    Study notes

    From the checked teaching notes for this specification point.

    The idea

    While market research provides valuable insights, it has significant limitations that can affect business decision-making. A major limitation is sample size; if a sample is too small, it may not accurately represent the target market, leading to unreliable conclusions about consumer demand. Bias is another critical issue, which can occur if survey questions are leading (questionnaire bias) or if the sample is unrepresentative (selection bias). Furthermore, market research can be costly and time-consuming. Consumer behaviour may also change between the research phase and the product launch, rendering the data obsolete and increasing the risk of product failure.

    What earns the marks

    • A small sample size reduces the statistical reliability of quantitative market research findings, increasing the margin of error.
    • Bias can distort results, either through poorly phrased leading questions (questionnaire bias) or unrepresentative sampling (selection bias).
    • Market research data can quickly become outdated in dynamic markets where consumer preferences change rapidly.
    • The financial cost and time required to conduct comprehensive primary research may outweigh the benefits, particularly for small businesses.

    Common mistakes and how to put them right

    • Assuming a large sample size guarantees accuracy.

      Put it right: A large sample can still be highly biased if it does not reflect the target demographic accurately.

    • Confusing bias with random error.

      Put it right: Bias is a systematic error in how data is collected or interpreted, whereas random error relates to natural variations.

    • Believing market research guarantees success.

      Put it right: Research only reduces risk; it cannot eliminate it entirely due to unforeseen market changes and external shocks.

    Exam tips

    • When evaluating a business decision, question the reliability of the market research data provided in the extract.
    • Explicitly mention how a small sample size or potential bias might lead a business to make incorrect assumptions about demand.
    • Consider the trade-off between the cost of conducting extensive market research and the financial risk of launching a product without it.

    Try the lesson

    The start of the Understanding the consumer: b) Limitations of market research, sample size and bias lesson, made from checked teaching notes for this specification point.

    Have a go first

    What is meant by 'sampling bias' in the context of market research?

    Listen

    While market research provides valuable insights, it has significant limitations that can affect business decision-making. A major limitation is sample size; if a sample is too small, it may not accurately represent the target market, leading to unreliable conclusions about consumer demand. Bias is another critical issue, which can occur if survey questions are leading (questionnaire bias) or if the sample is unrepresentative (selection bias). Furthermore, market research can be costly and time-consuming. Consumer behaviour may also change between the research phase and the product launch, rendering the data obsolete and increasing the risk of product failure. A strong answer earns marks for these points. A small sample size reduces the statistical reliability of quantitative market research findings, increasing the margin of error. Bias can distort results, either through poorly phrased leading questions (questionnaire bias) or unrepresentative sampling (selection bias). Market research data can quickly become outdated in dynamic markets where consumer preferences change rapidly. The financial cost and time required to conduct comprehensive primary research may outweigh the benefits, particularly for small businesses. A common slip: Assuming a large sample size guarantees accuracy. Instead, A large sample can still be highly biased if it does not reflect the target demographic accurately. Exam tip: When evaluating a business decision, question the reliability of the market research data provided in the extract.

    See it

    A top-down flowchart beginning with a single node labelled 'Market research limitations', which branches into four limitations: 'Sample size too small', 'Bias', 'Costly and time-consuming' and 'Consumer behaviour changes'. The small sample size node leads to 'Sample may not represent target market', which leads to 'Unreliable conclusions about consumer demand'. The bias node splits into 'Questionnaire bias: leading questions' and 'Selection bias: unrepresentative sample', both of which lead to 'Distorted results'. The consumer behaviour changes node leads to 'Data becomes obsolete', which leads to 'Increased risk of product failure'. The cost and time node has no further branches.
    This diagram shows the limitations of market research and how sample size, bias, cost and time, and changing consumer behaviour can lead to unreliable conclusions, distorted results, obsolete data and a greater risk of product failure.

    Key words

    Say what each word means before you turn the card.

    Bias

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    Questionnaire bias

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    Selection bias

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    See every definition
    Bias
    A critical issue that can occur if survey questions are leading or if the sample is unrepresentative.
    Questionnaire bias
    A form of bias that can occur if survey questions are leading.
    Selection bias
    A form of bias that can occur if the sample is unrepresentative.

    Label the diagram

    Some boxes have lost their names. Pick the right name for each number.

    The diagram again, with 3 boxes numbered instead of named. A top-down flowchart beginning with a single node labelled 'Market research limitations', which branches into four limitations: 'Sample size too small', 'Bias', 'Costly and time-consuming' and 'Consumer behaviour changes'. The small sample size node leads to 'Sample may not represent target market', which leads to 'Unreliable conclusions about consumer demand'. The bias node splits into 'Questionnaire bias: leading questions' and 'Selection bias: unrepresentative sample', both of which lead to 'Distorted results'. The consumer behaviour changes node leads to 'Data becomes obsolete', which leads to 'Increased risk of product failure'. The cost and time node has no further branches.
    • 1Box 1

    • 2Box 2

    • 3Box 3

    0 of 3 labelled

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