{"product_id":"theory-based-data-analysis-for-the-social-sciences-undergraduate-research-methods-statistics-in-the-social-sciences","title":"Theory-Based Data Analysis for the Social Sciences (Undergraduate Research Methods \u0026 Statistics in the Social Sciences)","description":"The advent of complex and powerful computer-generated statistical models has greatly eroded the former prominence of social theory in data analysis, replacing it with an emphasis on statistical technique. To correct this trend, Carol S. Aneshensel presents a method for bringing data analysis and statistical technique into line with theory. She approaches this task by first providing an overview that explains the connection between data analysis, statistical technique, and theory. This section includes a description of the elaboration model for analyzing the empirical association between two variables by adding a \"third variable\" to the analysis.\nAneshensel then introduces a new concept into this model, the focal relationship. This concept is the one cause-and-effect type of relationship of primary significance that is indispensable to the entire theory. Building upon the focal relationship as the cornerstone for all subsequent analysis, two analytic strategies are developed to establish its internal validity: An exclusionary strategy to eliminate alternative explanations for the focal relationship using control and other independent variables to rule out spuriousness and redundancy. An inclusive strategy to demonstrate that the focal relationship fits within an interconnected set of relationships predicted by theory using antecedent, intervening and consequent variables.\nUsing real examples of social research, the author demonstrates the use of this approach for two common forms of analysis, multiple linear regression and logistic regression.\nWhether learning data analysis for the first time or adding new techniques to your repertoire, this book provides an excellent basis for theory-based data analysis.\u003cbr\u003eASIN: 0761987363\u003cbr\u003eVSKU: BVV.0761987363.G\u003cbr\u003eCondition: Good\u003cbr\u003eAuthor\/Artist:Aneshensel, Carol S.\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: The item shows wear from consistent use, but it remains in good condition and works perfectly. All pages and cover are intact  including the dust cover, if applicable . Spine may show signs of wear. Pages may include limited notes and highlighting. May NOT include discs, access code or other supplemental materials.  \u003cbr\u003e","brand":"Blue Vase Books","offers":[{"title":"Default Title","offer_id":43317715894333,"sku":"BVV.0761987363.G","price":21.16,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.bluevasebooks.com\/products\/theory-based-data-analysis-for-the-social-sciences-undergraduate-research-methods-statistics-in-the-social-sciences","provider":"Blue Vase Books","version":"1.0","type":"link"}