Автор: A. T. Panter, Sonya K. Sterba
Название: Handbook of Ethics in Quantitative Methodology
Издательство: Routledge
Год: 2011
ISBN: 9781848728554
Серия: Multivariate Applications Series
Язык: English
Формат: pdf
Размер: 11,6 mb
Страниц: 541
This comprehensive Handbook is the first to provide a practical, interdisciplinary review of ethical issues as they relate to quantitative methodology including how to present evidence for reliability and validity, what comprises an adequate tested population, and what constitutes scientific knowledge for eliminating biases.
The book uses an ethical framework that emphasizes the human cost of quantitative decision making to help researchers understand the specific implications of their choices. The order of the Handbook chapters parallels the chronology of the research process: determining the research design and data collection; data analysis; and communicating findings.
Preface xiii
Editors xv
Contributors xvii
Software Notice xix
1 Ethics in Quantitative Methodology: An Introduction 1
A. T. Panter and Sonya K. Sterba
Section I. Developing an Ethical Framework for Methodologists
2 Ethics in Quantitative Professional Practice 15
John S. Gardenier
3 Ethical Principles in Data Analysis: An Overview 37
Ralph L. Rosnow and Robert Rosenthal
Section II. Teaching Quantitative Ethics
4 A Statistical Guide for the Ethically Perplexed 61
Lawrence Hubert and Howard Wainer
Section III. Ethics and Research Design Issues
5 Measurement Choices: Reliability, Validity, and Generalizability 127
Madeline M. Carrig and Rick H. Hoyle
6 Ethics and Sample Size Planning 159
Scott E. Maxwell and Ken Kelley
7 Ethics and the Conduct of Randomized Experiments and Quasi-Experiments in Field Settings 185
Melvin M. Mark and Aurora L. Lenz-Watson
8 Psychometric Methods and High-Stakes Assessment: Contexts and Methods for Ethical Testing Practice 211
Gregory J. Cizek and Sharyn L. Rosenberg
9 Ethics in Program Evaluation 241
Laura C. Leviton
Section IV. Ethics and Data Analysis Issues
10 Beyond Treating Complex Sampling Designs as Simple Random Samples: Data Analysis and Reporting 267
Sonya K. Sterba, Sharon L. Christ, Mitchell J. Prinstein, and Matthew K. Nock
11 From Hypothesis Testing to Parameter Estimation: An Example of Evidence-Based Practice in Statistics 293
Geoff Cumming and Fiona Fidler
12 Some Ethical Issues in Factor Analysis 313
John J. McArdle
13 Ethical Aspects of Multilevel Modeling 341
Harvey Goldstein
14 The Impact of Missing Data on the Ethical Quality of a Research Study 357
Craig K. Enders and Amanda C. Gottschall
15 The Science and Ethics of Causal Modeling 383
Judea Pearl
Section V. Ethics and Communicating Findings
16 Ethical Issues in the Conduct and Reporting of Meta-Analysis 417
Harris Cooper and Amy Dent
17 Ethics and Statistical Reform: Lessons From Medicine 445
Fiona Fidler
18 Ethical Issues in Professional Research, Writing, and Publishing 463
Joel R. Levin
Author Index 493
Subject Index 505
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Handbook of Ethics in Quantitative Methodology 
