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v CHAPTER L INTRODUCTION I CHAPTER 2. LITERATURE REVIEW 8 CHAPTER 3. MATERIALS AND METHODS 34 CHAPTER 4. ANALYSIS OF DATA 56 CHAPTER 5. DISCUSSION OF RESULTS 72 APPENDIX A. ADDITIONAL FIGURES 78 APPENDDC B. INSTRUMENTS 95 APPENDIX C. STATS SURVEY ANALYSIS 123 REFERENCES 142

A comparison of the effects of using interactive WWW simulations versus hands-on activities on the conceptual understanding and attitudes of introductory statistics students