hidden pixel

Study Design Information

Clinical study design is the formulation of trials and experiments in medical and epidemiological research, sometimes known as clinical trials. Many of the considerations here are shared under the more general topic of design of experiments but there can be others, in particular related to patient confidentiality and ethics.

Contents

Outline of types of designs for clinical studies

Treatment studies

Observational studies

Important considerations

When choosing a study design, many factors must be taken into account. Different types of studies are subject to different types of bias. For example, recall bias is likely to occur in cross-sectional or case-control studies where subjects are asked to recall exposure to risk factors. Subjects with the relevant condition (e.g. breast cancer) may be more likely to recall the relevant exposures that they had undergone (e.g. hormone replacement therapy) than subjects who don't have the condition.

The ecological fallacy may occur when conclusions about individuals are drawn from analyses conducted on grouped data. The nature of this type of analysis tends to overestimate the degree of association between variables.

Seasonal studies

Conducting studies in seasonal indications (such as allergies, Seasonal Affective Disorder, influenza, and others) can complicate a trial as patients must be enrolled quickly. Additionally, seasonal variations and weather patterns can effect a seasonal study.[1][2]

Other terms

See also

External links

References

  1. ^ Yamin Khan and Sarah Tilly. "Flu, Season, Diseases Affect Trials". Applied Clinical Trials Online. http://appliedclinicaltrialsonline.findpharma.com/appliedclinicaltrials/Drug+Development/Flu-Season-Diseases-Affect-Trials/ArticleStandard/Article/detail/652128. Retrieved 26 February 2010.
  2. ^ Yamin Khan and Sarah Tilly. "Seasonality: The Clinical Trial Manager's Logistical Challenge". published by: Pharm-Olam International (POI). http://www.pharm-olam.com/pdf/POI-Seasonality.pdf. Retrieved 26 April 2010.
· · Biomedical research: Clinical study design / Design of experiments
Overview

Clinical trial · Clinical trial protocol · Clinical trial management · Academic clinical trials

Controlled study (EBM I to II-1; A to B)

Randomized controlled trial (Blind experiment, Open-label trial)

Observational study (EBM II-2 to II-3; B to C)

Cross-sectional study vs. Longitudinal study, Ecological study Cohort study (Retrospective cohort study, Prospective cohort study) Case-control study (Nested case-control study) Case series · Case study / Case report

Epidemiology/ methods

occurrence: Incidence (Cumulative incidence) · Prevalence (Point prevalence, Period prevalence) association: absolute (Absolute risk reduction, Attributable risk, Attributable risk percent) · relative (Relative risk, Odds ratio, Hazard ratio) other: Virulence · Infectivity · Mortality rate · Morbidity · Case fatality · Specificity and sensitivity · Likelihood-ratios · Pre/post-test probability

Trial/test types

In vitro / In vivo · Animal testing · Animal testing on non-human primates · First-in-man study · Multicenter trial · Seeding trial · Vaccine trial

Analysis of clinical trials

Risk-benefit analysis

Interpretation of results

Selection bias · Correlation does not imply causation · Null result

Category · Glossary · List of topics
· · Statistics
Descriptive statistics
Continuous data
Location Mean (Arithmetic, Geometric, Harmonic) · Median · Mode
Dispersion Range · Standard deviation · Coefficient of variation · Percentile · Interquartile range
Shape Variance · Skewness · Kurtosis · Moments · L-moments
Count data Index of dispersion
Summary tables Grouped data · Frequency distribution · Contingency table
Dependence Pearson product-moment correlation · Rank correlation (Spearman's rho, Kendall's tau) · Partial correlation · Scatter plot
Statistical graphics Bar chart · Biplot · Box plot · Control chart · Correlogram · Forest plot · Histogram · Q-Q plot · Run chart · Scatter plot · Stemplot · Radar chart
Data collection
Designing studies Effect size · Standard error · Statistical power · Sample size determination
Survey methodology Sampling · Stratified sampling · Opinion poll · Questionnaire
Controlled experiment Design of experiments · Factorial experiment · Randomized experiment · Random assignment · Replication · Blocking · Optimal design
Uncontrolled studies Natural experiment · Quasi-experiment · Observational study
Statistical inference
Statistical theory Sampling distribution · Sufficient statistic · Meta-analysis
Bayesian inference Bayesian probability · Prior · Posterior · Credible interval · Bayes factor · Bayesian estimator · Maximum posterior estimator
Frequentist inference Confidence interval · Hypothesis testing · Likelihood-ratio
Specific tests Z-test (normal) · Student's t-test · F-test · Pearson's chi-squared test · Wald test · Mann–Whitney U · Shapiro–Wilk · Signed-rank · Kolmogorov–Smirnov test
General estimation Mean-unbiased · Median-unbiased · Maximum likelihood · Method of moments · Minimum distance · Density estimation
Correlation and regression analysis
Correlation Pearson product-moment correlation · Partial correlation · Confounding variable · Coefficient of determination
Regression analysis Errors and residuals · Regression model validation · Mixed effects models · Simultaneous equations models
Linear regression Simple linear regression · Ordinary least squares · General linear model · Bayesian regression
Non-standard predictors Nonlinear regression · Nonparametric · Semiparametric · Isotonic · Robust
Generalized linear model Exponential families · Logistic (Bernoulli) · Binomial · Poisson
Partition of variance Analysis of variance (ANOVA) · Analysis of covariance · Multivariate ANOVA · Degrees of freedom
Categorical, multivariate, time-series, or survival analysis
Categorical data Cohen's kappa · Contingency table · Graphical model · Log-linear model · McNemar's test
Multivariate statistics Multivariate regression · Principal components · Factor analysis · Cluster analysis · Copulas
Time series analysis Decomposition · Trend estimation · Box–Jenkins · ARMA models · Spectral density estimation
Survival analysis Survival function · Kaplan–Meier · Logrank test · Failure rate · Proportional hazards models · Accelerated failure time model
Applications
Biostatistics Bioinformatics · Biometrics · Clinical trials & studies · Epidemiology · Medical statistics · Pharmaceutical statistics
Engineering statistics Methods engineering · Probabilistic design · Process & Quality control · Reliability · System identification
Social statistics Actuarial science · Census · Crime statistics · Demography · Econometrics · National accounts · Official statistics · Population · Psychometrics
Spatial statistics Cartography · Environmental statistics · Geographic information system · Geostatistics · Kriging
Category · Portal · Outline · Index

Categories:

 

The above information uses material from Wikipedia and is licensed under the GNU Free Documentation License.
Some facts may not have been fully verified for accuracy. [Disclaimers]
This page was last archived by our server on Mon Oct 10 23:11:22 2011.
Displaying this page or its contents does not use any Wikimedia Foundation's resources.
The owners of this site proudly support the Wikimedia Foundation.