Identifying multilevel predictors of behavioral outcomes like park use: A comparison of conditional and marginal modeling approaches

• Marilyn E. Wende ,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: Marilyn.wende@ufl.edu

  Affiliation Department of Health Education & Behavior, College of Health & Human Performance, University of Florida, Gainesville, FL, United States of America

  https://orcid.org/0000-0001-7397-7048

  ⨯
• S. Morgan Hughey,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Health and Human Performance, School of Health Sciences, College of Charleston, Charleston, SC, United States of America

  ⨯
• Alexander C. McLain,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America

  ⨯
• Shirelle Hallum,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America

  ⨯
• J. Aaron Hipp,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Parks, Recreation, and Tourism Management, Center for Geospatial Analytics, North Carolina State University, Raleigh, NC, United States of America

  https://orcid.org/0000-0002-2394-7112

  ⨯
• Jasper Schipperijn,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark

  https://orcid.org/0000-0002-6558-7610

  ⨯
• Ellen W. Stowe,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America

  ⨯
• Andrew T. Kaczynski

  Roles Data curation, Formal analysis, Funding acquisition, Project administration, Resources, Software, Supervision, Writing – review & editing

  Affiliation Department of Health Promotion, Education, and Behavior, Prevention Research Center, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America

  ⨯