Fraudulent analysis and reporting of psychological data have the potential to contaminate the scientific knowledge base and eventuate in the unjustified expenditure of public money and scientific effort (Koocher & Keith-Spiegel, 1998). Traditionally, the field has relied on quantitative methodologists to educate researchers in proper analysis and reporting practices, and to examine these via peer review. The field has also relied on psychologists with training or board service in ethics to establish standards and implement strategies to discourage misconduct. However, this (...) division of responsibility for examination, standard setting, and deterrence is shown to compromise the effectiveness of methodologists' and ethicists' respective gatekeeping efforts. Methodologically and ethically trained specialists instead need to coordinate efforts to safeguard analysis and reporting procedures. Researchers also need to increase self-monitoring. Potential obstacles to achieving these ends are considered, and three tactics are proposed to overcome them. (shrink)