The search for truth and its unbiased reporting are ultimate goals of condu
cting scientific research. Ideally, the reporting of research data ought to
be an objective task. In practice, however, it is fraught with numerous st
atistical and ethical pitfalls, seldom addressed in formal emergency medici
ne training. The lure of academic celebrity and related influences may pers
uade researchers to report results in ways that make data appear more inter
esting, or worthy of publication. Several examples of potentially misleadin
g data reporting are illustrated, including using inappropriate statistical
tests, neglecting negative results, omitting missing data points, failing
to report actual numbers of eligible subjects, using inappropriate graph la
bels or terminology, data dredging, and others. Although potentially inaccu
rate or inflated methods of data reporting may not constitute overt scienti
fic misconduct, the intentional misrepresentation of data is a form of frau
d or deception. Publicly funded academic inquiry is a privilege and honor e
njoyed by a trusted few. Regardless of outcome, every effort should be made
to report data in the most scientifically accurate method. To this end, th
e Society for Academic Emergency Medicine Code of Conduct and American Coll
ege of Emergency Physicians Code of Ethics provide important guidance towar
d the accurate, compassionate, competent, impartial, and honest conduct of
scientific research. Accuracy and authenticity in data reporting are first
and foremost a matter of individual integrity, and are crucial to the prese
rvation of academic credibility, the protection of future patients, and the
public's trust in the medical research enterprise.