Publications by authors named "Steve Heeringa"

Article Synopsis
  • Multiple imputation (MI) is an effective method for handling missing data in complex data sets, like the Panel Study of Income Dynamics (PSID), but faces operational challenges.
  • The study compares the traditional hot deck method for imputation with a sequential regression approach using IVEware, highlighting the practical difficulties in implementing MI, such as non-normally distributed variables and multicollinearity.
  • Findings show that MI improves data analysis by preserving important correlation structures and increasing efficiency, especially beneficial when there's a high fraction of missing information.
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The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing, nationwide study of the effects of environmental influences on behavioral and brain development in adolescents. The main objective of the study is to recruit and assess over eleven thousand 9-10-year-olds and follow them over the course of 10 years to characterize normative brain and cognitive development, the many factors that influence brain development, and the effects of those factors on mental health and other outcomes. The study employs state-of-the-art multimodal brain imaging, cognitive and clinical assessments, bioassays, and careful assessment of substance use, environment, psychopathological symptoms, and social functioning.

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Objectives: Reports on the challenges and lessons learned from the Pacific Island American Health Study engagement with community-based organizations (CBOs) and faith-based organizations (FBOs) in Pacific Islander (PI) communities and mechanisms to facilitate the collection of robust data.

Methods: Academic-community partnership building was achieved with PI CBOs and FBOs. Focus group meetings were organized to plan various aspects of the study, develop questionnaire themes and protocols for survey, assist with the interviewer recruitment process, and strategize data dissemination plan.

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The Flint Men's Health Study is an ongoing population-based study of African-American men designed to address questions related to prostate cancer and urologic symptoms. The initial phase of the study was conducted in 1996-1997 in two stages: an interviewer-administered survey followed by a clinical examination. The response rate in the clinical examination phase was 52%.

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