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Biostat 215 Clarifying the Causal Question Thomas B. Newman, MD, MPH
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Take-home message n In order to know how to get the answer, you need to be clear on the question n Often this means not only what question is being asked, but why it is important. What decisions might be affected by the results?
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Examples n Phototherapy for newborns n TPA and death in stroke patients (Kurth) –Different models addressed effect of TPA on different groups of patients n MSM for effect of ASA on CV mortality (Cook) –Total Effect ASA, including benefit from starting after ASA after MI n Hormone Replacement Therapy in nurses to prevent CV mortality (Hernan) –Effect of starting vs being on HRT
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New Example: Cerebral Palsy n A group of nonprogressive disorders of movement and posture caused by abnormal development of, or damage to, motor control centers of the brain. n Incidence about 2/1000 live births n One (uncommon) cause is kernicterus. n RQ: What are risk factors for cerebral palsy in the Northern CA Kaiser Permanente Medical Care Program? Late Impact of Getting Hyperbilirubinemia or photoTherapy
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Late Impact of Getting Hyperbilirubinemia or photoTherapy (LIGHT) Study n Design: Historical cohort n Subjects: 573,899 newborns born alive 1995- 2011 n Predictor variables: hospital, prenatal, perinatal variables from electronic record n Outcome: CP, obtained from diagnoses in KP Virtual Data Warehouse (VDW) or California Dept of Developmental Services (DDS), confirmed by chart review by child neurologist
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?What variables should I include/control for? n Facility? n Mother’s education? n Gestational age? n Birth weight?
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I am interested in PREVENTABLE causes of CP n Particular interest in differences by facility, since there may be practice differences leading to differences in CP n Should I control for birth weight? n Should I control for gestational age?
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Depends on perspective, i.e., what interventions are envisioned n Pediatrics n Obstetrics n Public health n Starting with live births (especially ≥ 35 wks gestation) already reflects a pediatric perspective! n Starting with pregnancies reflects an obstetric prespective
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Course review
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