Smoking Cessation Research Data Analysis Methods Research Proposal

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NURSING AND HEALTH

Nursing and Health: Research Proposal (Smoking Cessation)


Data Analysis


Data Analysis Plans For Demographic Variables


The demographic variables such as income, sex, race, income, and education would undergo a data analysis, most commonly known as univariate or bivariate analysis. Summary statistics would help analyze the demographics of the sample participants clearly and concisely. It is said that mean, median, mode, and measures of dispersion or variation support identifying the symmetry, skewness, or distribution of certain characteristics of the participants involved in the proposed research (Kaliyadan & Kulkarni, 2019).

Descriptive Statistical Tests


The hypothesis for the given research question would be:


· Null hypothesis: The behavioral change techniques are more ineffective in smoking cessation than those not quitting for 6 months.
· Alternative Hypothesis: The behavioral change techniques are effective in smoking cessation compared to those not quitting for 6 months.
Different types of descriptive statistics are present that group the data in summarized form for gaining a better picture of the demographics of the selected sample (Ali & Bhaskar, 2016). The use of descriptive statistics would determine any errors…

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…demographic data so that a surety is made beforehand that the data is free of mistakes before the analysis is made and results are presented (Guetterman, 2019).

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Gaining minimum or maximum interval values for the data would help check the frequencies and review whether values fall outside the range.
The ‘distribution’ could be calculated from factors like age and income brackets. ‘Central tendency’ could be calculated for education that could be the mean of the obtained educational degree of the participants. Moreover, ‘dispersion’ could be calculated using the standard deviation of ethnic group as an illustration. Giving meaning to the collected….....

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