340.754.01 METHODOLOGIC CHALLENGES IN EPIDEMIOLOGIC RESEARCH
- 4th term
- 5 credits
- Academic Year:
- 2014 - 2015
- East Baltimore
- Class Times:
- M W F, 8:30 - 9:50am
- Lab Times:
M F, 10:00 - 11:50am
Integrates and extends material learned in the three-course Epidemiologic Methods sequence. Focuses on the application of strategies for addressing key methodologic challenges that arise when carrying out epidemiologic research. Incorporates experiential learning components, including computer-based laboratory exercises and a practicum, which require working knowledge of R or STATA.
- Learning Objectives:
- Identify complex methodological problems in epidemiologic research, such as (a) missing data, (b) information bias, (c) confounding bias, (d) selection bias, (e) longitudinal repeated measures, and (f) competing risks, and state implications of inappropriate handling.
- Apply appropriate analytic tool(s) (e.g., multiple imputation, propensity scores, inverse probability weighting, regression calibration, multilevel models, and competing risk models) to diagnose and account for complex methodological problems, such as those listed above
- Evaluate the sensitivity of an etiologic inference to possible bias due to complex methodological problems, such as those listed above
- Methods of Assessment:
20% multiple-choice or short answer take-home quizzes, 30% multiple-choice or short answer in-class final quiz, 30% practicum (e.g., brief scholarly paper or poster), 10% participation in lectures and laboratories, 10% pre-laboratory exercises
- Enrollment Restriction:
No auditors permitted.
- Instructor Consent:
Consent required for some students
- Consent Note:
Consent required for special students and non-JHSPH students.
- For consent, contact:
- Special Comments:
Grading Options: Letter Grade or Pass/Fail (Letter grade gets preferential enrollment); The course consists of a series of lectures, discussions, practicum sessions, and laboratory exercise sessions. Lectures will be held from 8:30 a.m. to 9:50 a.m. on Mondays and Wednesdays. Practicum sessions will be Mondays from 10:00 a.m. to 11:50 a.m. Lab sessions will be Fridays from 8:30 a.m. to 9:50 a.m followed by discussion sessions from 10:00 a.m. to 11:50 a.m.