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Practical issues in survey sampling

M Johnson1, J Marsden, E Day

  • 1South Western Sydney Centre for Applied Nursing Research, Campbelltown, Sydney, Australia.

The Australian Journal of Advanced Nursing : a Quarterly Publication of the Royal Australian Nursing Federation
|November 10, 1998
PubMed
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This study details survey sampling principles for nurse researchers. It guides obtaining precise sample estimates that accurately represent the nursing population using effective sampling methods.

Area of Science:

  • Nursing Research
  • Survey Methodology
  • Biostatistics

Background:

  • Effective survey sampling is crucial for obtaining generalizable results in nursing research.
  • Understanding sampling principles ensures the reliability and validity of study findings.
  • Previous research highlights the need for clear guidance on survey sampling techniques for nurse researchers.

Purpose of the Study:

  • To review and apply fundamental principles of survey sampling in a large-scale study of nurses' skills.
  • To provide practical guidance on sample frame, sample size, and selection procedures for nurse researchers.
  • To enhance the ability of nurse researchers to achieve sample estimates that closely mirror the target population.

Main Methods:

  • The study applied established survey sampling principles to a dataset of 15,540 nurses.

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  • Key facets discussed include the sample frame, determination of sample size, and selection procedures.
  • Guidance is offered on best practices for each stage of the sampling process.

    • Main Results:

    • The discussion outlines the essential characteristics of a robust sample frame.
    • It emphasizes the importance of precision in estimating the required sample size.
    • Recommendations are provided for establishing clear rules in sample selection procedures.

    Conclusions:

    • Adherence to sound survey sampling principles enables nurse researchers to generate representative population estimates.
    • The paper offers actionable recommendations for navigating complex sampling procedures and problem-solving.
    • Implementing these guidelines will improve the quality and generalizability of nursing survey research.