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Introduction t | |
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Research in Communication Disorders | |
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The Importance of Research in Communication Sciences and Disorders | |
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Learning Objectives | |
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Preconceived notions | |
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The role of research in making a profession(al) credible | |
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Three examples of professional credibility | |
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Our professional literature and the information base | |
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The scientific method and clinical work: The notion of clinician-researcher | |
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Common research misconceptions | |
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Parallels in clinical and research skills: Diagnosis | |
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Parallels in clinical and research skills: Treatment | |
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The benefits of becoming a clinician-researcher | |
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Chapter Summary | |
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Learning Activities | |
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The Nature of Scientific Inquiry and Essentials of Experimental Control | |
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Scientific Principles and Methods Used by Researchers | |
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Learning Objectives | |
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Sinister stereotypes | |
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Ways of knowing about the world | |
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Characteristics of science | |
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The Systematic Nature of Science: Scientific method | |
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Experimental Control | |
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The Public Nature of Science | |
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Replication in Science | |
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The Empirical Nature of Science | |
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Probabilistic Knowledge | |
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Ethical issues in research | |
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Junk science, pseudoscience and quackery | |
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Chapter Summary | |
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Learning Activities | |
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Crafting Scientific and Answerable Questions | |
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Learning Objectives | |
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Theories, problems, hypotheses and questions | |
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Deductive and inductive approaches t | |
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generating questions | |
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Independent and dependent variables: Critical elements | |
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A final word on independent variables | |
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Answerability | |
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Selecting dependent variables | |
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Validity | |
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Reliability | |
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Operational definitions | |
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Evaluating research by asking questions about the questions | |
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Chapter Summary | |
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Learning Activities | |
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Controlling Threats and Confounding Variables Through Experimental Design | |
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Learning Objectives | |
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Threats and experimental design | |
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Introduction t | |
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our design notation: Between and within subjects experimental designs | |
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Internal validity | |
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Threats t | |
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internal validity | |
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The Maturation Threat | |
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The History Threat | |
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The Threat of Testing Effects | |
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The Statistical Regression Threat | |
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The Experimenter/Participant Bias Threat | |
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Experimenter's General Demeanor and Communication | |
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Experimenter Gathering or Scoring of Experimental Data | |
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The Hawthorne Effect | |
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Control Groups and the Placeb | |
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Effect | |
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The Instrumentation Threat | |
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Common Steps in Using Instrumentation for Research | |
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Detection | |
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Amplification | |
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Modification/Filtering | |
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Transmission | |
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Readout/Display | |
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Interpretation | |
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Generic Sources of Error Related t | |
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Instrumentation | |
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Quality of the Instrument | |
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Condition of the Instrument | |
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Calibration | |
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Interpretive Skill | |
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The Participant Selection Threat | |
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Establish Selection Criteria | |
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Random Assignment | |
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Matching | |
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Including Extraneous Variable in Your Design and Using Statistics as Control | |
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Group Summary Information | |
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The Mortality Threat | |
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External validity | |
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Threats t | |
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external validity | |
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Participant Selection Bias | |
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Experimental Arrangements | |
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Reactive Testing | |
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Multiple Treatment Interactions | |
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The linkage between internal and external validity | |
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The art and science of compromise | |
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Chapter Summary | |
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Learning Activities | |
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Design and Analysis of Research on Groups and Single Cases | |
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Levels of Measurement and Distribution of Scores | |
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Learning Objectives | |
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Levels of Measurement: What kind of data does your dependent variable represent? | |
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Nominal Data | |
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Ordinal Data | |
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Interval Data | |
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Rati | |
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Data | |
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The shape of the distribution and it's importance in research | |
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Summary Statistics: Central Tendency | |
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The Mode | |
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The Median | |
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The Mean | |
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Relationships of Measures of Central Tendency in Normal and Abnormal Distributions | |
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Type of Data and its Effect on Selection of Central Tendency Measures | |
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Summary Statistics: Variability | |
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Range | |
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The Variance | |
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The Standard Deviation | |
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Assumptions of Parametric and Non-Parametric Statistics | |
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Type of Data | |
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Number of Participants | |
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Normal Distribution | |
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Homogeneity of Variance | |
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Differing Views of Assumptions | |
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Transforming Data | |
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Chapter Summary | |
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Learning Activities | |
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An Introduction Hypothesis Testing with Inferential Statistics | |
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Learning Objectives | |
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Probability and level of confidence | |
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The process of hypothesis testing | |
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Stating the Null and Alternative Hypotheses | |
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Set the Alpha Level or Significance level for use in Evaluating Hypotheses | |
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Gather Data from a Research Sample | |
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Compute a Test Statistic on Sample Data Obtain a Calculated Value | |
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Compare Calculated Value of Test Statistic the Critical Value t Determine Statistical Significance | |
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Making a Decision about Hypotheses | |
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Type I and Type II errors | |
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Statistical power | |
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Statistical versus practical significance | |
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Effect size and practical significance | |
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The null hypothesis revisited | |
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Chapter Summary | |
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Learning Activities | |
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Common Statistical Analyses for Finding Differences Among Tw or More Groups of Conditions on One Independent Variable | |
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Learning Objectives | |
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Conceptual and mechanical aspects of statistical analysis | |
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Review of basic between subjects designs | |
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Putting in the summary statistics | |
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Independent t-test: A parametric statistic for comparing tw groups (between subjects) | |
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One factor analysis of variance (ANOVA1) between subjects: A parametric statistic for comparing more than tw independent groups | |
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Post hoc testing | |
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Commonly used non-parametric statistics for finding differences between tw or more independent groups (between subjects) | |
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Correlated t-test: A parametric statistic for comparing tw related groups or conditions (within subjects) | |
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One factor analysis of variance (ANOVA1) within subjects: A parametric statistic for comparing more than tw conditions | |
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Commonly used non-parametric statistics for finding differences among more than tw conditions (within subjects) | |
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Multivariate Analysis of Variance (MANOVA): A parametric statistic for finding differences among more than tw groups or conditions on multiple dependent variables (between and within subjects) | |
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Chapter Summary | |
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Learning Activities | |
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Studies that analyze differences in groups using factorial designs with more than one independent variable: Between, Within and Mixed | |
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Learning Objectives | |
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Tw Factor ANOVA (Between subjects) | |
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Tw Factor ANOVA (Within subjects) | |
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Three Factor ANOVA (Between subjects) | |
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Three Factor ANOVA (Within subjects) | |
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Tw Factor Mixed ANOVA with Repeated measures on one factor | |
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Three Factor Mixed ANOVA with Repeated measures on one factor | |
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Three Factor Mixed ANOVA with Repeated measures on tw factors | |
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Analysis of Covariance (ANCOVA) | |
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Factorial Multivariate Analysis of Variance (MANOVA) | |
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Chapter Summary | |
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Learning Activities | |
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Studies That Measure Relationships Among Variables or Attempt Prediction | |
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Learning Objectives | |
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The Nature of Relationships | |
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Direction of a Relationship | |
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Strength of a Relationship | |
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Significance of a Relationship | |
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Importance of the Relationship and Accounting for Variance | |
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Nonparametric Correlation Procedures | |
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Bivariate Regression Analysis: Prediction with a Single Independent and Dependent Variable | |
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Multivariate Procedures for Studying Relationships and Prediction: A Caveat | |
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Multiple Regression Analysis | |
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Canonical Correlation Analysis | |
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Discriminant Analysis | |
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Factor Analysis | |
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Chapter Summary | |
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Learning Activities | |
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Single-subject Experimental Designs in Clinical Fields | |
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Learning Objectives | |
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Introduction | |
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Characteristics of Single-subject Design Research | |
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Descriptive Designs | |
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Other Assessments | |
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Scientific Methodology in Single-subject Design Research | |
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Advantages and Disadvantages t Single-subject Design Research versus Group-design Research | |
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Statistical Procedures in Single-subject Design Research | |
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Critiquing Single-subject Design Research | |
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Chapter Summary | |
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Learning Activities | |
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Review Exercises | |
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Critiquing Single-subject Design Research | |
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Evidence-Based Practice and Applied Clinical Research | |
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Introduction t | |
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Evidence-based Practice | |
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Introduction | |
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Learning Objectives | |
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Evidence-based Practice in Communication Sciences and Disorders | |
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What is evidence-based practice? | |
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What skills are required for evidence-based practice? | |
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Chapter Summary | |
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Levels of Evidence | |
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Introduction | |
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Learning Objectives | |
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Levels of Evidence | |
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What criteria are used in establishing hierarchies of rigor? | |
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What hierarchies are appropriate for Communication Sciences and Disorders? | |
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Levels of Evidence for Interventional Research | |
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Level I: Meta-analysis of Multiple, Well-designed Clinical Studies | |
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What are systematic reviews and meta-analyses? | |
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What does a summary of a systematic review look like? | |
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What are the major components of a systematic review? | |
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What are characteristics of good systematic reviews? | |
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Level II: Well-designed Randomized Clinical Trials | |
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What is the role of clinical trials in healthcare? | |
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How relevant are clinical trials t | |
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Communication Sciences and Disorders? | |
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What are the characteristics, advantages, and disadvantages of well-designed clinical trials? | |
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Level III: Non-randomized Intervention Studies | |
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Level IV: Cohort Studies, Case-control Studies, and Cross-sectional Surveys | |
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Cohort Studies | |
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Case-control Studies | |
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Cross-sectional Surveys | |
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Level V: Case Studies | |
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Level VI: Expert Opinion | |
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General Characteristics and Rigor of Diagnostic Studies | |
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Assessment of Test Accuracy | |
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Some Points of Discussion about Levels of Evidence for Diagnostic Studies | |
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Chapter Summary | |
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Learning Activities | |
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Review Exercises | |
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Framing the Clinical Question and Searching for the Evidence | |
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Introduction | |
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Learning Objectives | |
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A Rubric for Framing Clinical Questions | |
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Types of Clinical Questions | |
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Defining the Population, Intervention, Alternative Treatment, and Outcome | |
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Formulating Clinical and/or Research Questions | |
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Searching for the Evidence | |
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Sources of Evidence in Communication Sciences and Disorders | |
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Search Strategies | |
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Documenting Search Strategies | |
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A Multi-layered Selection Strategy | |
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Chapter Summary | |
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Learning Activities | |
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Review Exercises | |
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PIC Worksheet for Evidence-based Practice | |
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Documentation of an Electronic Database Search | |
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Report of Title Review | |
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Report of Abstract and/or Article Review | |
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Evaluating the Evidence | |
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Introduction | |
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Learning Objectives | |
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Common Weaknesses in Communication Sciences and Disorders Research | |
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Critiquing Studies for Evidence-based Practice | |
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Systematic Reviews | |
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Randomized, Controlled Clinical Trials | |
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Cohort Studies | |
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Case-control Studies | |
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Diagnostic Studies | |
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Rating of the Evidence and Grading of the Recommendations | |
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Chapter Summary | |
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Learning Activities | |
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Review Exercises | |
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Checklist for Evaluating Systematic Reviews | |
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Checklist for Evaluating Randomized, Controlled Clinical Trials | |
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Checklist for Evaluating Cohort Studies | |
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Checklist for Evaluating Case-control Studies | |
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Checklist for Evaluating Diagnostic Studies | |
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Evidence-based Practice: Blending Patient Preferences, Scientific Evidence, and Clinical Expertise | |
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Introduction | |
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Learning Objectives | |
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Patient Preferences | |
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Scientific Evidence | |
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Developing a Clinical/ Research Question | |
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Searching for the Evidence | |
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Critical Appraisal of the Evidence | |
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Clinical Expertise | |
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Conference on Guideline Standards | |
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Appraisal of Guidelines for Research and Evaluation Collaboration | |
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Clinical Practice Guidelines in Communication Sciences and Disorders | |
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Chapter Summary | |
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Learning Activities | |
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Review Exercises | |
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Putting Knowledge int | |
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Practice: Evaluating Research, Designing your own Study and Obtaining Resources | |
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Producing Research as a Student or Practitioner | |
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Learning Objectives | |
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Theses, Capstone Projects and Dissertations | |
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The Beginning | |
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Defining a General Area of Research Interest | |
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The Director | |
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The Specific Research Idea | |
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The Committee | |
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Format and Submission Requirements | |
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The Literature Review | |
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The Justification | |
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Crafting Answerable Questions | |
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Designing the Method | |
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The Prospectus | |
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The Prospectus Meeting | |
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The Midpoint | |
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The IRB | |
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Finding Participants | |
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Informed Consent | |
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Gathering Data | |
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Organization in Gathering and Safeguarding Data | |
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Data Analysis | |
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The End Game | |
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Writing the Results | |
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Writing the Discussion | |
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Limitations of the study and Suggestions for Future Research | |
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The Defense | |
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Writing up a Presentation and Journal Article | |
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Another Perspective on Ethics for Students and Practitioners | |
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Collaborative Research by Practitioners | |
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Finding a Collaborator | |
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Defining Roles and Contributions | |
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The Idea and Research Questions | |
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Designing the Study and Defining Roles | |
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Review of the Literature | |
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The IRB Protocol | |
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Obtaining Equipment/Instrumentation | |
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Finding Participants | |
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Gathering Data | |
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Analyzing Data | |
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Writing up a Presentation and Journal Article | |
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Chapter Summary | |
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Learning Activities | |
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Grantsmanship: Funding Research Endeavors | |
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Introduction | |
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Learning Objectives | |
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Funding Sources in Communication Sciences and Disorders | |
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Four Types of Funding | |
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Levels of Investigative Experience | |
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Specific Granting Mechanisms Appropriate for Various Levels of Investigative Experience | |
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Undergraduate Students | |
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Graduate Students | |
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New Investigators | |
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Independent Investigators | |
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Preparing a Grant Application | |
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Grant Review Process | |
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Chapter Summary | |
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Learning Activities | |
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Review Exercises | |
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Glossary | |
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References | |