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Conducting quantitative data analysis

Are you confident that your research design was sound?

Have you been systematic and rigorous in the collection of your data?

Is your identification of variables adequate?

Are your measurements of the variables reliable?

Is the analysis suitable for the measurement scale (nominal, ordinal, interval or ratio)?

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