Measurement - Defining variables
Characteristics of the variables to be used in a study are key in determining what instruments will be used, the size of the population to be studied and how the results will be analyzed.
Specifying the type of variable
The following are outcome variables frequently used in studies of lung health. Please indicate the type of each variable:
Variable
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Type
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Tuberculosis
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FEV1 level
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Tuberculin reaction
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Pneumonia
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Asthma severity
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Smear positive TB
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Lung cancer
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Emphysema
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ARI
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The following are a number of factors or determinants often studied for their association with lung diseases. Indicate the type of each variable:
Variable
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Type
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Poverty
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Bacterial exposure
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Tobacco smoking
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Dust exposure
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Gender
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Age
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Ethnic group
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Height
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Immune competence
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Which of the variables listed above could be expressed in different forms (eg. as either categorical or continuous?)
Give an example of a categorical measure of ‘poverty’ and a continuous measure of ‘poverty’.
Definition of variables
Consider the following list of definitions of tuberculosis used in articles published in the International Journal of Tuberculosis and Lung Disease, from the first quarter of 1999
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Reported patients with sputum smears positive for acid-fast bacilli in Botswana
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A patient with a definitive diagnosis of pulmonary (positive culture and / or clinical and radiological diagnosis) and / or extra-pulmonary tuberculosis (positive culture) in London
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3. Tuberculosis diagnosed on the basis of clinical, radiological, or microbiological results in Italy
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Tuberculosis confirmed by acid-fast bacilli positivity on smear or culture, and / or granulomatous inflammation with caseous necrosis in the pulmonary biopsy specimen in Turkey
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5. Isolates of Mycobacterium tuberculosis in the Netherlands
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Every newly-diagnosed tuberculosis patient in New Caledonia confirmed on culture in the Institut Pasteur
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7. All patients commencing treatment for tuberculosis in two districts of Uganda
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Is it possible to conclude something about “tuberculosis” by simply summarizing the conclusions of all these studies?
Is it the same disease being referred to in each of these studies?
What “elements” are common to each of these definitions?
If you were going to list results or attributes from each of the studies that are comparable across all studies, how would you do it?
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