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In statistics, several tools are used to interpret the data. Measures of central tendency represent the characteristics of the data, such as mean, median, and mode. Additionally, measures of variance like standard deviation and range are used to find the spread of data from the mean. Relative standing measures the distance between data locations. Commonly used measures of relative standings are percentile, z score, and quartiles.
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Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
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Updated: Apr 7, 2026

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Review of the peer review process.

Joseph P Graskemper

    General Dentistry
    |July 7, 2015
    PubMed
    Summary

    The peer review process offers a constructive alternative to lawsuits for resolving dentist-patient disputes. This professional method can effectively manage confrontations and is generally upheld legally.

    Area of Science:

    • Dental Law and Ethics
    • Risk Management
    • Alternative Dispute Resolution

    Background:

    • Dental practice discussions frequently focus on mitigating risks associated with patient dissatisfaction and potential litigation.
    • Traditional approaches often involve defensive strategies to prevent legal action from disgruntled patients.

    Purpose of the Study:

    • To highlight an alternative dispute resolution method for dentist-patient conflicts.
    • To present peer review as a non-adversarial solution to common dental practice challenges.

    Main Methods:

    • The study reviews the established peer review resolution process.
    • Analysis of its effectiveness in de-escalating dentist-patient confrontations.

    Main Results:

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    • Peer review provides a positive and professional avenue for resolving specific dentist-patient disputes.
    • Outcomes of the peer review process are typically recognized and upheld across most legal jurisdictions.

    Conclusions:

    • The peer review process is a viable and effective strategy for dentists to manage patient conflicts.
    • Adopting peer review can reduce the likelihood of adversarial legal proceedings in dental practice.