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- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/04%3A_Qualitative_Data_Analysis/4.03%3A_Qualitative_CodingSome of these are attributes and skills that are important for anyone who is involved in any aspect of research and data analysis: organization, to keep track of data, ideas, and procedures; persevera...Some of these are attributes and skills that are important for anyone who is involved in any aspect of research and data analysis: organization, to keep track of data, ideas, and procedures; perseverance, to ensure that one keeps going even when the going is tough, as is often the case in research; and ethics, to ensure proper treatment of research participants, appropriate data security behaviors, and integrity in the use of sources.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/05%3A_Qualitative_and_Mixed_Methods_Data_Analysis_with_Dedoose/5.03%3A_Qualitative_Data_Analysis_with_Dedoose-_Developing_FindingsAt the bottom of the screen, the critical value of the Chi square and the degrees of freedom (df) are presented; clicking on the question mark in a circle at the bottom of the screen brings up a webpa...At the bottom of the screen, the critical value of the Chi square and the degrees of freedom (df) are presented; clicking on the question mark in a circle at the bottom of the screen brings up a webpage that provides the table of critical values of Chi square, as discussed in the chapter on Bivariate Analyses: Crosstabulation.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/03%3A_Quantitative_Data_Analysis_with_SPSSThe standard 2021 GSS file has been imported into SPSS and modified and simplified to produce an SPSS file that is available for download so users of this book can follow along with the examples. The ...The standard 2021 GSS file has been imported into SPSS and modified and simplified to produce an SPSS file that is available for download so users of this book can follow along with the examples. The codebook is an edited version of the 2021 GSS Codebook, with some technical detail removed and the variable list edited and simplified to match the dataset.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/04%3A_Qualitative_Data_Analysis/4.01%3A_The_Qualitative_ApproachFactors influencing this determination include the research topic, the audience, and the intended use of the results—for instance, are these the results of basic research, designed to increase knowled...Factors influencing this determination include the research topic, the audience, and the intended use of the results—for instance, are these the results of basic research, designed to increase knowledge about the phenomena under study, or are they the results of applied research, conducted for a specific audience to inform the administration of a policy or program?
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/03%3A_Quantitative_Data_Analysis_with_SPSS/3.05%3A_Quantitative_Analysis_with_SPSS-_Multivariate_CrosstabsNote that the measure of association you choose should be the same one that you would choose for a bivariate analysis with the same independent and dependent variables, as the third variable is a cont...Note that the measure of association you choose should be the same one that you would choose for a bivariate analysis with the same independent and dependent variables, as the third variable is a control variable and does not alter the criteria upon which the decision about measures of association is made.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/02%3A_Quantitative_Data_Analysis/2.01%3A_Preparing_Quantitative_Data_and_Data_ManagementThe process of research design and data collection is beyond the scope of this book, but it is worth spending some time on the steps required to get quantitative data ready for data analysis. Social s...The process of research design and data collection is beyond the scope of this book, but it is worth spending some time on the steps required to get quantitative data ready for data analysis. Social science researchers who are working with quantitative data may have collected that data themselves, or they may have obtained that data from another researcher or from a data repository such as the General Social Survey, a national census bureau or other government data source (e.g.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/03%3A_Quantitative_Data_Analysis_with_SPSS/3.08%3A_Quantitative_Analysis_with_SPSS-_Bivariate_RegressionWhile the R and the Beta will be the same in a bivariate regression, the sign (whether the number is positive or negative) may not be; again, in multivariate regressions, the numbers will not be the s...While the R and the Beta will be the same in a bivariate regression, the sign (whether the number is positive or negative) may not be; again, in multivariate regressions, the numbers will not be the same. The number under B for the constant row is the y intercept (in other words, if X were 0, what would Y be?), and the number under B for the variable is the slope of the line.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/04%3A_Qualitative_Data_Analysis/4.02%3A_Preparing_and_Managing_Qualitative_DataTypically, this might include a form for keeping track of themes and data from each interview, including details of the context in which the interview took place, such as the location and who was pres...Typically, this might include a form for keeping track of themes and data from each interview, including details of the context in which the interview took place, such as the location and who was present; biographical information about the participant; notes about theoretical ideas, questions, or themes that occur to the researcher during the interview; and reminders of particularly notable or valuable points during the interview.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/05%3A_Qualitative_and_Mixed_Methods_Data_Analysis_with_DedooseThere are a variety of such packages, all with different strengths and limitations, and those who intend to perform qualitative data analysis regularly as part of their research or professional respon...There are a variety of such packages, all with different strengths and limitations, and those who intend to perform qualitative data analysis regularly as part of their research or professional responsibilities should explore the options to find out which program is the best fit for their research style and priorities.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/03%3A_Quantitative_Data_Analysis_with_SPSS/3.09%3A_Quantitative_Analysis_with_SPSS-_Multivariate_RegressionSo far, we have reviewed a number of the advantages of regression analysis, including the ability to look at the significance, strength, and direction of the relationships between a series of independ...So far, we have reviewed a number of the advantages of regression analysis, including the ability to look at the significance, strength, and direction of the relationships between a series of independent variables and a dependent variable; examining the effect of each independent variable while controlling for the others; and seeing the actual numerical effect of each independent variable.
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/Social_Data_Analysis%3A_Qualitative_and_Quantitative_Approaches_(Arthur_and_Clark)/02%3A_Quantitative_Data_Analysis/2.05%3A_An_In-Depth_Look_At_Measures_of_AssociationThe formula for doing this is quite complex, and involves the number of columns and rows in the table, the number of observations in a given row and column, the number of observations in the cell wher...The formula for doing this is quite complex, and involves the number of columns and rows in the table, the number of observations in a given row and column, the number of observations in the cell where that row and column intersect, and the total number of observations.