Marketing Research

What are the key steps in developing a sampling plan, and how does the choice between probability and nonprobability sampling methods influence the reliability of research results?

(200-300 words)

-Promotions are a very common tool used by companies to gauge market share and generate trial. From the different promotions you observe in Hypermarkets, which do you think are the key failures on a view of an ROI mindset?

Full Answer Section

     
  1. Sampling Method: Choose a probability or non-probability sampling method.

    • Probability Sampling: Ensures each member has a known chance of being selected, leading to generalizable results (e.g., random sampling, stratified sampling).

    • Non-Probability Sampling: Selection is not random, making results less generalizable but potentially quicker or cheaper (e.g., convenience sampling, snowball sampling).

  2. Data Collection: Collect data from the chosen sample.

Reliability and Sampling Method:

  • Probability Sampling: Provides a more reliable representation of the target population, allowing researchers to generalize findings with more confidence.

  • Non-Probability Sampling: Results might not be generalizable to the entire population, limiting the reliability of conclusions.

Hypermarket Promotion Fails: An ROI Perspective

Here are some key promotion failures in hypermarkets from an ROI (Return on Investment) standpoint:

  • Poorly Targeted Promotions: Discounts on products irrelevant to a store's core customer base or with low profit margins.
  • Lack of Clear Goals: Promotions without defined objectives for sales increase, customer acquisition, or brand awareness make it difficult to measure ROI.
  • Short-Term Focus: Overreliance on immediate discounts without building long-term customer loyalty or brand relationships.
  • Cannibalization of Sales: Discounts that simply lead to customers buying the same product at a lower price, not increasing overall sales.
  • Excessive Complexity: Promotions with overly complex rules or mechanics that confuse customers and reduce participation.
  • Poor Measurement and Tracking: Failure to properly track promotion effectiveness through data analysis, hindering future optimization.

Sample Answer

   

Developing a Sampling Plan and Reliability

Key Steps in Developing a Sampling Plan:

  1. Define the Target Population: Identify the entire group you want to study (e.g., all hypermarket shoppers).

  2. Determine Sample Size: Calculate the minimum sample size needed to achieve desired levels of confidence and precision.

  3. Sampling Frame: Create a list or method for identifying all members of the target population.