Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with...

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Variables 1

Transcript of Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with...

Page 1: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Variables

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Page 2: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two
Page 3: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two
Page 4: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

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Lecture Objectives

What is a variable?

Why discuss about variables?

Types of data

role of variables

Page 5: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

نام متغيرنقش متغير

واحد نوع متغير

اندازه گير ي

روش

اندازه گير كيفي كمي ي

Page 6: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

What Is a Variable ?

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A characteristic varies

It is recorded in our study

Page 7: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

نام متغيرنقش متغير

واحد نوع متغير

اندازه گير ي

روش

اندازه گير كيفي كمي ي

Page 8: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Types of Data

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Continuous (پيوسته)

Discrete (گسسته)

Ordinal ( رتبه ای)

Nominal ( اسمی)

Numerical ( کمی)

Categorical ( کيفی)

Page 9: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Scales of Measurement

علمی -1

غ ق جمع -2

جامع -3

رده کافی -4

مناسب -5

رده ی تعريف شده -6

قوی -7

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Scales of Measurement

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Nominal

Ordinal

Interval

ratio Numerical ( کمی)

Categorical ( کيفی)

Page 11: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Nominal

Ordinal

Interval

ratio

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Classificatory

Names

Labels

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Ranking scale

A nominal scale with an implicit order

relationship among the measurement

The difference between two adjacent

categories is not the same through out

the scale

Nominal

Ordinal

Interval

ratio

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The unit of measurement and the zero

point ) starting point ) …..

The zero point does not mean the

lack of the characteristic

Nominal

Ordinal Interval ( فاصله ای)

ratio

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A true or absolute zero

The ratio between two values is a

meaningful measure of the relative

magnitude of the two measurements

Nominal

Ordinal

Interval Ratio (نسبتی )

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Scales of Measurement

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Nominal

Ordinal

Interval

ratio Numerical ( کمی)

Categorical ( کيفی)

Page 16: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Examples …

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•Drug type

•Hb concentration

•Prevalence of Hepatitis B

•Amount of pure drug in different types of Ampicillin

•Number of deaths in year 1390

•Mortality

•Blood pressure

Page 17: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two
Page 18: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

نام متغيرنقش متغير

واحد نوع متغير

اندازه گير ي

روش

اندازه گير كيفي كمي ي

Page 19: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Types of Data

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Continuous (پيوسته)

Discrete (گسسته)

Ordinal ( رتبه ای)

Nominal ( اسمی)

Numerical ( کمی)

Categorical ( کيفی)

Page 20: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

نام متغيرنقش متغير

واحد نوع متغير

اندازه گير ي

روش

اندازه گير كيفي كمي ي

Page 21: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Roles of Variables

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Main variable

Independent variable

Dependent variable

Background variable

Interventing variable

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A B

•Independent variable

•Dependent variable

•Background variable

•Extraneous variable

•Confounding variable

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A B

•Independent variable (مستقل )

•Dependent variable

•Background variable

•Extraneous variable

•Confounding variable

Exposure

Treatment

Risk factor

Cause

Study factor

predictor

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A B

•Independent variable •Dependent variable (وابسته)

•Background variable

•Extraneous variable

•Confounding variable

Outcome

Disease

Effect

Event

Response

Criterion

Exposure

Treatment

Risk factor

Cause

Study factor

predictor

Page 25: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Chocolate

consumption

Nobel

prizes

NEJMon1211064

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UV Airborne pathogen

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A B

•Independent variable

•Dependent variable •Background variable ( زمينه ای)

•Extraneous variable

•Confounding variable

Background variable

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L - DOPA Parkinson

•Independent variable

•Dependent variable •Background variable ( زمينه ای)

•Extraneous variable

•Confounding variable

Patients attitude

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Cigarette Stroke

•Independent variable

•Dependent variable •Background variable ( زمينه ای)

•Extraneous variable

•Confounding variable

Sex

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Examples …

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•Bladder cancer . Vit A

•MI . HLP

•Lung cancer . smoking

•IQ . Fe

•Thyromegaly . Water iodine

•Blood group . Diabetes

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A B

C

•Independent variable

•Dependent variable

•Background variable •Extraneous variable (مزاحم)

•Confounding variable

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HLP MI

Smoking

•Independent variable

•Dependent variable

•Background variable •Extraneous variable (مزاحم)

•Confounding variable

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Hot tea E. cancer

Smoking

•Independent variable

•Dependent variable

•Background variable •Extraneous variable (مزاحم)

•Confounding variable

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A B

C

•Independent variable

•Dependent variable

•Background variable

•Extraneous variable •Confounding variable (مخدوشگر)

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coffee MI

smoking

•Independent variable

•Dependent variable

•Background variable

•Extraneous variable •Confounding variable (مخدوشگر)

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Opium IQ

smoking

•Independent variable

•Dependent variable

•Background variable

•Extraneous variable •Confounding variable (مخدوشگر)

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A B

C

Intermittent ( واسطه ای)

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gender Coronary

disease

smoking

Intermittent ( واسطه ای)

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diet Coronary

disease

LP

Intermittent ( واسطه ای)

Page 44: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

جدول متغير ها

Page 45: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

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•Numbers of variables

•Qualitative Quantitative

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We think that Isfahanian

multipara women are at risk of

Anemia more than usual.

Anemia / Number of past pregnancies

Poor culture / Gender / City

Page 47: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

Learned or Not ?

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What is a variable?

Why discuss about variables?

Types of data

Scales of measurement

role of variables

Movie

Page 48: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two
Page 49: Variables - Isfahan University of Medical Sciences · INS12 344 Ranking scale A nominal scale with an implicit order relationship among the measurement The difference between two

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