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Quantitative Methods Portfolio - Assignment Example

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Quantitative Methods Portfolio Institution Introduction A research refers to the systematic process of investigating a given concept or problem with an aim of identifying effective and efficient recommendations. In most cases, such recommendations are based on facts (Creswell, 2013)…
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Download file to see previous pages Quantitative research studies involve collection of data from a given sample. The data is usually numerical or one that can be coded (Myers, Well, & Lorch, 2010). Quantitative research approach uses either primary or secondary data. Primary data is obtained from participants through interviews, questionnaires, and observations whereas the secondary data is obtained from secondary sources such as journal articles, websites, and books (Pedhazur & Schmelkin, 2013). This research will employ questionnaires to collect primary data for the purposes of achieving its main aim. There are different statistical applications or techniques for analyzing numerical data. SPSS is one of the statistical applications used in conducting data analysis. SPSS is a software package that analyzes different numerical data (Miller & Acton, 2009). SPSS is useful in predicting with confidence what is likely to happen based on the numerical information collected (Mitchell & Jolley, 2012). This research study will employ SPSS to analyze the numerical data with an aim of understanding and predicting the perceptions and behaviors of tourists. In doing SPSS, there is need to code the primary data especially in cases where the data provided options that are qualitative (Myers, Well, & Lorch, 2010). ...
Frequency also refers to the number of times a given question is answered (Creswell, 2013). In this research study, the SPSS software will be used in obtaining the number of responses to a given question. For instance, if a question asks for a “yes” or “no” answers, the frequency will identify how many respondents agree with the question as opposed to the number of respondents that disagree with the question (Myers, Well, & Lorch, 2010). Frequency in this study will be used to understand the perceptions of tourists. The other concept is cross tabulation. Cross tabulation is a statistical process that aims at providing a summary of a given set of data or results; hence, developing a contingency table (Miller & Acton, 2009). This study will use cross-tabulation to summarize the frequencies and develop a table for better illustration. Lastly, this study will employ t-test. A t-test is a statistical technique for testing whether the means of two samples are significantly different based on the assumption that the sample statistics follow a student’s-t distribution when the hypothesis is tested (Pedhazur & Schmelkin, 2013). In this respect, t-test is used to identify whether samples are different. This study will use the t-test to compare the means of various pairs of the data such as gender versus the income, gender versus the origin, and gender versus age amongst others. List of References Creswell, J. W., 2013, Research design: Qualitative, quantitative, and mixed methods approaches. Sage Publications, Incorporated. Miller, R., & Acton, C., 2009, SPSS for social scientists. Palgrave Macmillan. Mitchell, M. L., & Jolley, J. M., 2012, Research design explained. CengageBrain. com Myers, J. L., Well, A. D., & Lorch, R. F., 2010, Research ...Download file to see next pagesRead More
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