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Handbook for Clinical Research

Design, Statistics, and Implementation
Langbeschreibung
With over 80 information-packed chapters, Handbook for Clinical Research delivers the practical insights and expert tips necessary for successful research design, analysis, and implementation. Using clear language and an accessible bullet point format, the authors present the knowledge and expertise developed over time and traditionally shared from mentor to mentee and colleague to colleague. Organized for quick access to key topics and replete with practical examples, the book describes a variety of research designs and statistical methods and explains how to choose the best design for a particular project. Research implementation, including regulatory issues and grant writing, is also covered.
Inhaltsverzeichnis
Section I: Design1.Development and Testing of Treatments; 2. Qualitative Research; 3. Single-Case Experimental Designs; 4. Studies of Association; 5. Observational Studies: Retrospective versus Prospective; 6. Historical Controls; 7. Subject as Own Control; 8. Longitudinal Cohort versus Cross-Sectional Cohort Studies; 9. Survey Research; 10.Choice of Control Groups in Treatment Studies; 11. Randomization; 12. Special Issues in Randomized Controlled Trials; 13. Secondary Data Analysis; 14. Scoping Study; 15. Systematic Reviews; 16. Meta-Analysis; 17. Recommendations for Reporting Research Studies; 18. Evaluating Systematic Reviews and Developing Practice GuidelinesSection II: Statistics19. Introduction; 20. Types of Data; 21. Descriptive Stastistics; 22. Data Distributions; 23. Samples and Populations; 24. Visual Display of Data; 25. Data Cleaning; 26. Missing Data and Implementation; 27.Estimation; 28.Hypothesis Testing; 29.Sample Size and Power; 30. Comparing Matched Samples with Continuous-type Outcomes: Two Groups; 31. Comparing Independent Samples with Continuous-type Outcomes: Two Groups; 32. Comparing Independent Samples for Continuous-type Outcomes: Three Groups or More; 33.Significance Tests: Categorical Data; 34. Correlation; 35. Simple Linear Regression; 36. Multiple Linear Regression; 37. Measures of Effect Sizes for Categorical Outcomes; 38. Logistic Regression; 39. Kaplan-Meier Estimator; 40. Log-Rank Test; 41.Proportional Hazards Model; 42. Longitudinal and Clustered Data; 43. Sources for Error: Selection Bias, Information Bias, and Confounding; 44. Mediation Analyses; 45. Epidemiology Study: Incidence and Prevalence; 46. Validity and Performance of Screening: Sensitivity, Specificity, Positive Predictive Value and Negative Predictive Value; 47. Statistical Tools for Agreement and Reliability Studies; 48. Classical Test Theory; 49. Item Response TheorySection III: ImplementationGrant Proposals50. Successful Grant Applications; 51. Sources of Research Funding; 52. Planning Grants; 53. Developing the Idea with Stakeholder Input; 54. Research Questions, Hypotheses, Aims and Abstracts; 55. Reviewing the Literature; 56. Background and Significance; 57. Preliminary Studies and Experience; 58. Methods and Design; 59. Types of Measures; 60. Letters of Support; 61. Budget and Budget Justification; 62.Pre-Award ManagementConducting the Research63. Post-Award Management; 64. Good Clinical Practices; 65. Research Misconduct; 66. Study Protocol; 67. Manual of Procedures; 68. Treatment Manuals; 69. Participant Recruitment and Enrollment; 70. Participant Retention; 71. Data Collection; 72. Case Report Forms; 73. Database Development; 74. Data Dictionary; 75. Data management; 76. Plan of Operation; 77.Evaluation; 78.Regulatory Binder and Essential Documents; 79. Adverse Events; 80. Protocol Deviations and Violations; 81. Data and Safety Monitoring; 82. Multicenter Trials; 83. Site Monitoring and Oversight
Clinical Professor, Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, Indiana.
ISBN-13:
9781617050992
Veröffentl:
2014
Seiten:
290
Autor:
Flora Hammond
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
2 - DRM Adobe
Sprache:
Englisch

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