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Questions and Answers

What type of qualitative variable is represented by marital status?

  • Continuous
  • Quantitative
  • Nominal (correct)
  • Ordinal

Which of the following is NOT an example of a nominal variable?

  • Sex
  • Socioeconomic status (correct)
  • Blood groups
  • Religion

Which statement correctly describes quantitative variables?

  • They only consider nominal data.
  • They categorize information without a numerical basis.
  • They allow for rank ordering of categories.
  • They are always expressed in terms of numbers. (correct)

What is the purpose of conducting surveys in medical statistics?

<p>To collect data from a representative sample. (A)</p> Signup and view all the answers

Which type of survey collects data from every member of a community?

<p>Comprehensive survey (B)</p> Signup and view all the answers

Which of the following methods does NOT represent a way to collect data?

<p>Random guessing (B)</p> Signup and view all the answers

What characteristic defines ordinal variables unlike nominal variables?

<p>They can be ranked in a specific order. (D)</p> Signup and view all the answers

What is the main goal of data collection in medical statistics?

<p>To gather and measure information systematically. (B)</p> Signup and view all the answers

What is the primary focus of medical statistics?

<p>Analyzing and interpreting data (B)</p> Signup and view all the answers

Which of the following describes discrete quantitative variables?

<p>Values take the form of integer figures (A)</p> Signup and view all the answers

What method is NOT commonly used in medical statistics?

<p>Data ignoring (C)</p> Signup and view all the answers

Which of the following is an example of a continuous quantitative variable?

<p>Weight of a patient (A)</p> Signup and view all the answers

Which function of medical statistics pertains to assessing health programs?

<p>Evaluation of health programs (A)</p> Signup and view all the answers

What is a characteristic of qualitative data?

<p>It captures categorical attributes (C)</p> Signup and view all the answers

What type of variable is represented by the number of chromosomes?

<p>Discrete quantitative variable (D)</p> Signup and view all the answers

What does medical statistics NOT commonly analyze?

<p>Personal patient preferences (D)</p> Signup and view all the answers

Flashcards

Medical Statistics Definition

The science of analyzing, collecting, presenting, and interpreting data in medical practice to estimate associations and test hypotheses.

Data in Medical Statistics

Set of values of one or more variables recorded in one or more observational units; a numerical description of quantitative and qualitative aspects of things.

Types of Variables

Characteristics that can be measured or categorized; crucial for analyzing health data.

Continuous Quantitative Variable

Variables obtained by measurement; values can be fractions or decimals.

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Discrete Quantitative Variable

Variables obtained by counting; values are whole numbers.

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Example of Continuous Variable

Blood pressure, height, weight.

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Example of Discrete Variable

Number of patients, blood cells.

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Functions of Medical Statistics

Analyzing health status comparisons across areas, over time, and evaluating health programs.

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Qualitative Variables

Variables that describe categories or attributes that can't be measured numerically.

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Nominal Variable

A qualitative variable where categories have no natural order or ranking.

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Ordinal Variable

A qualitative variable where categories can be arranged in a specific order, but the differences between categories might not be equal.

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Data Collection: Definition

The process of gathering and measuring information on specific variables in a structured way to answer research questions and evaluate outcomes.

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Historical Records

Data collection method using existing records like censuses, vital statistics, or medical journals to gather information.

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Experiments

A data collection method where researchers manipulate variables under controlled conditions to observe and understand their effects.

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Conducting Surveys

Data collection method where researchers ask questions to a group of people to gather information on their thoughts, behaviors, or experiences.

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Types of Surveys

There are two main types: comprehensive surveys, gathering data from everyone in a small community, and sample surveys, gathering data from a representative group to generalize findings to the entire population.

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Study Notes

Medical Statistics

  • Medical statistics is the science of collecting, presenting, analyzing, and interpreting data in medical practice to understand associations and test hypotheses.
  • Key aims of this field include presenting data in a clear manner, comparing health statuses in different areas and times, diagnosing community health issues, and evaluating medical programs.

Definition of Data

  • Data is a collection of values of one or more variables collected from observational units or a numerical description of quantitative or qualitative aspects.
  • Variables are values that can change from one person to another. Constants stay the same. For instance, the number of chromosomes is constant, whereas height is a variable.

Types of Data

  • Quantitative Data:

    • Continuous: Can take any value within a range, including fractions. Examples: height, blood pressure, cholesterol levels.
    • Discrete/Discontinuous: Can only take specific numerical values, usually whole numbers. Examples: number of blood cells, hospital beds, or quiz scores.
  • Qualitative Data:

    • Nominal: Categories cannot be ordered. Examples: blood types (A, B, AB, O), sex (male, female), colors.
    • Ordinal: Categories can be ordered. Examples: levels of agreement (strongly agree, agree, neutral, disagree, strongly disagree), pain levels (mild, moderate, severe).

Methods of Data Collection

  • Historical records: Use of censuses, vital statistics, epidemiological records, and scientific journals/textbooks.
  • Experiments: Controlled procedures to test specific hypotheses.
  • Surveys: Collecting data from a sample or all members in a community.
    • Comprehensive Surveys: Collecting data from every member in the community. Useful in small communities like schools, villages, or factories.
    • Sample Surveys: Collecting data from a representative sample of the population to generalize the results to the whole population.

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