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What You Know Counts: Why We Should Elicit Prior Probabilities From Experts To Improve Quantitative Analysis With Qualitative Knowledge In Special Education Science, Tyler Aaron Hicks Mar 2015

What You Know Counts: Why We Should Elicit Prior Probabilities From Experts To Improve Quantitative Analysis With Qualitative Knowledge In Special Education Science, Tyler Aaron Hicks

USF Tampa Graduate Theses and Dissertations

Qualitative knowledge is about types of things, and their excellences. There are many ways we humans produce qualitative knowledge about the world, and much of it is derived from non-quantitative sources (e.g., narratives, clinical experiences, intuitions). The purpose of my dissertation was to investigate the possibility of using Bayesian inferences to improve quantitative analysis in special education research with qualitative knowledge.

It is impossible, however, to fully disentangle philosophy of inquiry, methodology, and methods. My evaluation of Bayesian estimators, thus, addresses each of these areas. Chapter Two offers a philosophical argument to substantiate the thesis that Bayesian inference is usually …


Examining The Experiences Of A Select Group Of First Year Special Education Teachers: A Multiple Case Study Analysis, Roseanne Kaiser Vallice Jan 2011

Examining The Experiences Of A Select Group Of First Year Special Education Teachers: A Multiple Case Study Analysis, Roseanne Kaiser Vallice

USF Tampa Graduate Theses and Dissertations

The attrition rate of beginning special educators has been a constant and growing concern within the field of education (Boe & Cook, 2006, 2008; Brownell, Hirsch, & Seo, 2004; CEC, 2000; Leko & Smith, 2010; Smith & Ingersoll, 2004). Four to five of every ten new special education teachers leave the field within the first five years (CEC, 2000; Olivarez & Arnold, 2006) and beginning special education teachers are more likely than general education teachers to leave the field within the first five years of teaching (Boe & Cook, 2006, Boe, Cook & Sunderland, 2008; Brownell, Hirsch, & Seo, 2004; …