/* Content data for Yushim Kim's site */

window.SITE_DATA = {
  name: 'Yushim Kim',
  role: 'Professor, School of Public Affairs',
  institution: 'Arizona State University',
  email: 'ykim@asu.edu',
  address: '411 N. Central Avenue, Suite 445, Phoenix, AZ 85004',
  links: {
    asu: 'https://search.asu.edu/profile/1109538',
    scholar: 'https://scholar.google.com/citations?user=6tPOc4AAAAAJ&hl=en',
  },

  taglines: [
    'Studying how cities, equity, and complexity intersect — with computational tools.',
    'Public policy research at the intersection of environmental justice and computational social science.',
  ],

  shortBio:
    'A policy scholar whose research bridges public policy, environmental justice, and computational social science. Her work applies complex adaptive systems thinking and modeling techniques — agent‑based models, spatial analysis, and large language models — to pressing urban and environmental challenges.',

  themes: [
    {
      n: '01',
      title: 'Green space & urban equity',
      kw: ['environmental justice', 'urban parks', 'mobility data', 'gentrification'],
      blurb:
        'Why do disadvantaged neighborhoods often gain park access but not park use? Using mobility data, spatial analysis, and complexity models, I study the decoupled link between access and use — and what equitable greening looks like without displacement.',
    },
    {
      n: '02',
      title: 'Generative AI for policy & sustainability',
      kw: ['LLMs', 'policy analysis', 'climate equity', 'urban planning'],
      blurb:
        'Can large language models match policy experts? I lead an international project examining how generative AI assists administrative decision‑making, evaluates climate action plans, and supports sustainable environmental planning — and where its epistemic limits lie.',
    },
    {
      n: '03',
      title: 'Public health emergency response',
      kw: ['MERS', 'COVID‑19', 'interorganizational networks', 'risk analysis'],
      blurb:
        'How do response networks form, fail, and adapt during epidemics? Studies of MERS‑CoV and COVID‑19 in Korea and the U.S. reveal the gap between plans and practice in public health emergencies.',
    },
    {
      n: '04',
      title: 'Computational social science',
      kw: ['agent‑based modeling', 'complexity', 'policy informatics', 'simulation'],
      blurb:
        'Two decades of work building agent‑based models, network analyses, and qualitative comparative analyses to make complex policy systems legible — and useful — for decision makers.',
    },
  ],

  featuredPubs: [
    {
      year: '2026',
      authors: ['Kim, Y.', 'Kim, J.', 'Kim, T.W.', 'Cho, H.C.'],
      title:
        'Administrative decision‑making with generative AI: The challenge of epistemic boundedness',
      venue: 'Administration & Society',
      tag: 'GenAI',
      url: 'https://journals.sagepub.com/doi/10.1177/00953997251409156',
      abstract:
        'Examines how administrators must reason about and adopt generative AI tools — and where the epistemic limits of those tools press against the structure of public decision‑making. Sets out a framework for thinking about epistemic boundedness in AI‑assisted governance, and what it implies for accountability and judgment in administrative practice.',
    },
    {
      year: '2025',
      authors: ['Kim, Y.', 'Kim, J.', 'Won, Y.', 'Nelson, J.', 'Stuhlmacher, M.'],
      title:
        'Connecting park access and use data for equitable environmental planning',
      venue: 'Environment and Planning B: Urban Analytics and City Science',
      tag: 'Green space',
      url: 'https://journals.sagepub.com/doi/10.1177/23998083251366735',
      abstract:
        'Combines administrative data on park access with mobility‑derived visit patterns to expose where formal access metrics diverge from actual use. Argues that equitable environmental planning depends on bringing both supply and demand signals into the same analytical frame — and shows what this reveals about Phoenix‑area neighborhoods.',
    },
    {
      year: '2025',
      authors: ['Kim, J.', 'Won, Y.', 'Kim, Y.', 'Corley, E.'],
      title:
        'Preferring local over non‑local green spaces? Visit patterns in desert cities, Arizona',
      venue: 'Landscape & Urban Planning',
      tag: 'Green space',
    },
    {
      year: '2024',
      authors: ['Kim, J.', 'Kim, Y.', 'Stuhlmacher, M.'],
      title:
        'The greenspace dilemma: Pathways to greening with and without gentrification',
      venue: 'Journal of Urban Affairs',
      tag: 'Equity',
    },
    {
      year: '2024',
      authors: ['Wang, C.', 'Kim, Y.', 'Mossberger, K.'],
      title: 'Governor political affiliation and stringent COVID‑19 policy',
      venue: 'Public Administration Review',
      tag: 'Public health',
    },
    {
      year: '2023',
      authors: ['Kim, Y.', 'Corley, E.A.', 'Won, Y.', 'Kim, J.'],
      title:
        'Green space access and visitation disparities in the Phoenix metropolitan area',
      venue: 'Landscape & Urban Planning',
      tag: 'Green space',
    },
    {
      year: '2022',
      authors: ['Kim, Y.', 'Lee, K.B.', 'Oh, S.S.', 'Park, H.J.'],
      title:
        'Effectiveness of emergent ad‑hoc coordination groups in public health emergencies',
      venue: 'Risk Analysis',
      tag: 'Public health',
    },
    {
      year: '2019',
      authors: ['Kim, Y.', 'Chun, Y.'],
      title:
        'Revisiting environmental inequity in Southern California: Does environmental risk increase in ethnically homogeneous or mixed communities?',
      venue: 'Urban Studies',
      tag: 'Equity',
    },
  ],

  books: [
    {
      year: '2026',
      title: 'Computational Approaches to Policy Challenges',
      subtitle: 'Novel Methods and Applications',
      role: 'Edited',
      authors: 'Kim, Y. (Ed.)',
      publisher: 'World Scientific',
      series: 'Series on Public Policy and Technological Innovation',
      pubLabel: 'Edited Volume · 2026',
      accent: '1',
      cover: 'assets/book-computational.png',
    },
    {
      year: '2024',
      title: 'Green Gentrification and Environmental Justice',
      subtitle: 'A Complexity Approach to Policy',
      role: 'Co‑authored',
      authors: 'Campbell, H., Eckerd, A., & Kim, Y.',
      publisher: 'Springer',
      pubLabel: 'Springer · 2024',
      accent: '2',
      cover: 'assets/book-green-gentrification.png',
    },
    {
      year: '2015',
      title: 'Rethinking Environmental Justice in Sustainable Cities',
      subtitle: 'Insights from Agent‑Based Modeling',
      role: 'Co‑authored',
      authors: 'Campbell, H., Kim, Y., & Eckerd, A.',
      publisher: 'Routledge',
      pubLabel: 'Routledge · 2015',
      accent: '3',
      cover: 'assets/book-rethinking.png',
    },
  ],

  news: [
    {
      date: '2026',
      kind: 'New book',
      text: (
        <>
          New edited volume <strong>Computational Approaches to Policy Challenges:
          Novel Methods and Applications</strong> published by World Scientific.
        </>
      ),
    },
    {
      date: '2025',
      kind: 'Award',
      text: (
        <>
          Received the <strong>Distinguished Research Faculty Award</strong> from
          the School of Public Affairs, Arizona State University.
        </>
      ),
    },
    {
      date: '2024',
      kind: 'Talk',
      text: (
        <>
          Invited talk at Claremont Graduate University: <em>Green gentrification
          and environmental justice — a complexity approach.</em>
        </>
      ),
    },
    {
      date: '2024',
      kind: 'Grant',
      text: (
        <>
          Awarded <strong>Generative AI for Sustainable Environmental Planning</strong>{' '}
          (PI), Hanyang University, $121,726.
        </>
      ),
    },
    {
      date: '2024',
      kind: 'Book',
      text: (
        <>
          <strong>Green Gentrification and Environmental Justice: A Complexity
          Approach to Policy</strong> published by Springer (with H. Campbell &
          A. Eckerd).
        </>
      ),
    },
    {
      date: '2023',
      kind: 'Award',
      text: (
        <>
          Named <strong>Public Service Educator of the Year</strong>, Watts College,
          Arizona State University.
        </>
      ),
    },
  ],

  affiliations: [
    'Professor, School of Public Affairs, ASU',
    'Core Faculty, Center for Social Dynamics and Complexity, ASU',
    'Senior Global Futures Scholar, Global Futures Laboratory, ASU',
    'Graduate Faculty, Complex Adaptive Systems Science, ASU',
  ],

  /* Interactive projects & tools — homepage Projects section */
  projects: [
    {
      n: '01',
      kind: 'Interactive dashboard',
      title: 'Green Space Access and Use in Phoenix, AZ',
      blurb:
        'A choropleth + companion-chart dashboard for exploring how park access and demographic structure vary across Phoenix-area census block groups. Built to accompany ongoing work on green-space equity in desert cities.',
      image: 'assets/project-greenspace-phoenix.png',
      url: 'https://ykimasu.shinyapps.io/phx-green-space/',
      cta: 'Open dashboard',
      meta: 'R Shiny · ParkServe · ACS 2015–2019',
    },
    {
      n: '02',
      kind: 'GenAI prototype',
      title: 'Phoenix CAP Policy Analysis System',
      blurb:
        'A multi-agent GenAI tool that both generates and evaluates climate policy ideas, grounded in Phoenix’s 2021 Climate Action Plan. Up to five specialized agents assess feasibility, equity, regulatory alignment, and community voice — and return an exportable, CAP-grounded summary.',
      image: 'assets/project-phoenix-cap.png',
      url: 'https://phoenix-cap-policy-analysis-1.onrender.com/',
      cta: 'Launch the tool',
      meta: 'CTDS · School of Public Affairs, ASU',
    },
  ],

  /* Full publications — used by publications.html */
  allPublications: [
    /* Peer-reviewed articles */
    { year: '2026', type: 'article', authors: ['Howell, A.', 'Wu, N.', 'Shamistha, B-S.', 'Kim, Y.', 'Sun, Q.C.'], title: 'MLLMs, multimodal large language models, street view images and urban policy-intelligence: recovering the sustainability effects of redlining.', venue: 'npj Urban Sustainability', tag: 'GenAI' },
    { year: '2026', type: 'article', authors: ['Kim, Y.', 'Kim, J.', 'Kim, T.W.', 'Cho, H.C.'], title: 'Administrative decision-making with generative AI: The challenge of epistemic boundedness.', venue: 'Administration & Society, 58(2), 284-304', tag: 'GenAI' },
    { year: '2025', type: 'article', authors: ['Kim, Y.', 'Kim, J.', 'Won, Y.', 'Nelson, J.', 'Stuhlmacher, M.'], title: 'Connecting park access and use data for equitable environmental planning.', venue: 'Environment and Planning B: Urban Analytics and City Science', tag: 'Green space' },
    { year: '2025', type: 'article', authors: ['Won, Y.', 'Kim, J.', 'Kim, Y.', 'Corley, E.'], title: 'Urban neighborhoods with greater access but less use of nearby parks: Case of Los Angeles, California.', venue: 'Environment and Behavior', tag: 'Green space' },
    { year: '2025', type: 'article', authors: ['Kim, J.', 'Won, Y.', 'Kim, Y.', 'Corley, E.'], title: 'Preferring local over non-local green spaces? Green space visit patterns by urban residents in desert cities, Arizona.', venue: 'Landscape & Urban Planning', tag: 'Green space' },
    { year: '2024', type: 'article', authors: ['Stuhlmacher, M.', 'Kim, Y.'], title: 'The unequal connectivity of parks and tree canopy in 10 US cities.', venue: 'Urban Forestry & Urban Greening, 96, 128332', tag: 'Green space' },
    { year: '2024', type: 'article', authors: ['Kim, J.', 'Kim, Y.', 'Stuhlmacher, M.'], title: 'The greenspace dilemma: Pathways to greening with and without gentrification.', venue: 'Journal of Urban Affairs', tag: 'Equity' },
    { year: '2024', type: 'article', authors: ['Nelson, J.', 'Won, Y.', 'Kim, J.', 'Stuhlmacher, M.', 'Kim, Y.'], title: 'Is the grass greener or the water bluer? Exploring drivers of local park visitation patterns in Phoenix, Arizona.', venue: 'Urban Forestry & Urban Greening, 95, 128325', tag: 'Green space' },
    { year: '2024', type: 'article', authors: ['Wang, C.', 'Kim, Y.', 'Mossberger, K.'], title: 'Governor political affiliation and stringent COVID-19 policy.', venue: 'Public Administration Review, 84(1), 40-55', tag: 'Public health' },
    { year: '2023', type: 'article', authors: ['Kim, Y.', 'Corley, E.A.', 'Won, Y.', 'Kim, J.'], title: 'Green space access and visitation disparities in the Phoenix metropolitan area.', venue: 'Landscape & Urban Planning, 237, 104805', tag: 'Green space' },
    { year: '2022', type: 'article', authors: ['Stuhlmacher, M.', 'Kim, Y.', 'Kim, J.'], title: 'The role of green space in Chicago\u2019s gentrification.', venue: 'Urban Forestry & Urban Greening, 71, 127569', tag: 'Equity' },
    { year: '2022', type: 'article', authors: ['Stuhlmacher, M.', 'Georgescu, M.', 'Turner II, B.L.', 'Hu, Y.', 'Goldblatt, R.', 'Gupta, S.', 'Frazier, A.', 'Kim, Y.', 'Balling, R.C.', 'Clinton, N.'], title: 'Are global cities homogenizing? An assessment of urban form and heat island implications.', venue: 'Cities, 126, 103705', tag: 'Computational' },
    { year: '2021', type: 'article', authors: ['Kim, Y.', 'Lee, K.B.', 'Oh, S.S.', 'Park, H.J.'], title: 'Effectiveness of emergent ad-hoc coordination groups in public health emergencies.', venue: 'Risk Analysis, 42(1), 5-20', tag: 'Public health' },
    { year: '2021', type: 'article', authors: ['Stuhlmacher, M.', 'Turner II, B.L.', 'Frazier, A.', 'Kim, Y.', 'Leffel, J.'], title: 'Institutional shifts and landscape change: The impact of the Per\u00edodo Especial on Cuba\u2019s land system architecture.', venue: 'Journal of Land Use Science, 15(5), 690-706', tag: 'Computational' },
    { year: '2021', type: 'article', authors: ['Campbell, H.', 'Eckerd, A.', 'Kim, Y.'], title: 'Administration of community participation in small scale projects: Brownfield remediation in Los Angeles.', venue: 'Administration & Society, 53(3), 378-409', tag: 'Equity' },
    { year: '2020', type: 'article', authors: ['Ahn, J.J.', 'Kim, Y.', 'Lucio, J.', 'Corley, E.', 'Bentley, M.'], title: 'Green spaces and heterogeneous social groups in the U.S.', venue: 'Urban Forestry & Urban Greening, 49, 126637', tag: 'Green space' },
    { year: '2020', type: 'article', authors: ['Kim, Y.', 'Oh, S.S.', 'Wang, C.'], title: 'From uncoordinated patchworks to a coordinated system: MERS-CoV to COVID-19 in Korea.', venue: 'American Review of Public Administration, 50(6-7), 736-742', tag: 'Public health' },
    { year: '2020', type: 'article', authors: ['Kim, Y.', 'Oh, S.S.', 'Ku, M.', 'Byeon, J.H.'], title: 'Interorganizational coordination and collaboration during the 2015 MERS-CoV response in Korea.', venue: 'Disaster Medicine and Public Health Preparedness, 15(4), 409-415', tag: 'Public health' },
    { year: '2019', type: 'article', authors: ['Kim, Y.', 'Kim, J.H.', 'Oh, S.S.', 'Kim, S-W.', 'Ku, M.', 'Cha, J.'], title: 'Community analysis of a crisis response network.', venue: 'Social Science Computer Review, 33(3), 371-390', tag: 'Public health' },
    { year: '2019', type: 'article', authors: ['Kim, Y.', 'Ku, M.', 'Oh, S.S.'], title: 'Public health emergency response coordination: Putting the plan into practice.', venue: 'Journal of Risk Research, 23(7-8), 928-944', tag: 'Public health' },
    { year: '2019', type: 'article', authors: ['Kim, Y.', 'Chun, Y.'], title: 'Revisiting environmental inequity in Southern California: Does environmental risk increase in ethnically homogeneous or mixed communities?', venue: 'Urban Studies, 56(9), 1748-1767', tag: 'Equity' },
    { year: '2018', type: 'article', authors: ['Kim, Y.', 'Maroulis, S.'], title: 'Rethinking social welfare fraud from a complex adaptive systems perspective.', venue: 'Administration & Society, 50(1), 78-100', tag: 'Computational' },
    { year: '2018', type: 'article', authors: ['Eckerd, A.', 'Kim, Y.', 'Campbell, H.'], title: 'Gentrification and displacement: Modeling a complex urban process.', venue: 'Housing Policy Debate, 29(2), 273-295', tag: 'Equity' },
    { year: '2018', type: 'article', authors: ['Corley, E.A.', 'Ahn, J.J.', 'Kim, Y.', 'Lucio, J.', 'Rugland, E.', 'Molina, A.'], title: 'Conceptualizing lenses, dimensions, constructs and indicators for urban park quality.', venue: 'Environmental Justice, 11(6)', tag: 'Green space' },
    { year: '2017', type: 'article', authors: ['Eckerd, A.', 'Kim, Y.', 'Campbell, H.'], title: 'Community privilege and environmental justice: An agent-based analysis.', venue: 'Review of Policy Research, 34(2), 144-167', tag: 'Equity' },
    { year: '2016', type: 'article', authors: ['Kim, Y.', 'Verweij, S.'], title: 'Two effective causal paths that explain the adoption of US state environmental justice policies.', venue: 'Policy Sciences, 49(4), 505-523', tag: 'Equity' },
    { year: '2015', type: 'article', authors: ['Kim, Y.', 'Zhong, W.', 'Jehn, M.', 'Walsh, L.'], title: 'Public risk perceptions and preventive behaviors during the 2009 H1N1 influenza pandemic.', venue: 'Disaster Medicine and Public Health Preparedness, 9(2), 145-154', tag: 'Public health' },
    { year: '2014', type: 'article', authors: ['Kim, Y.', 'Campbell, H.', 'Eckerd, A.'], title: 'Residential choice constraints and environmental justice.', venue: 'Social Science Quarterly, 95(1), 40-56', tag: 'Equity' },
    { year: '2014', type: 'article', authors: ['Campbell, H.', 'Kim, Y.', 'Eckerd, A.'], title: 'Local zoning and environmental justice: An agent-based analysis.', venue: 'Urban Affairs Review, 50(4), 521-552', tag: 'Equity' },
    { year: '2013', type: 'article', authors: ['Zhong, W.', 'Kim, Y.', 'Jehn, M.'], title: 'Modeling dynamics of an influenza pandemic with heterogeneous coping behaviors: Case study of a 2009 H1N1 outbreak in Arizona.', venue: 'Computational and Mathematical Organizational Theory, 19(4), 622-645', tag: 'Public health' },
    { year: '2013', type: 'article', authors: ['Kim, Y.', 'Zhong, W.', 'Chun, Y.'], title: 'Modeling sanction choices on fraudulent benefit exchanges in public service delivery.', venue: 'Journal of Artificial Societies and Social Simulation, 16(2)', tag: 'Computational' },
    { year: '2012', type: 'article', authors: ['Peck, L.', 'Kim, Y.', 'Lucio, J.'], title: 'An empirical examination of validity in evaluation.', venue: 'American Journal of Evaluation, 33(3), 350-365', tag: 'Computational' },
    { year: '2012', type: 'article', authors: ['Chun, Y.', 'Kim, Y.', 'Campbell, H.'], title: 'Using Bayesian methods to control for spatial autocorrelation in environmental justice research: An illustration using Toxics Release Inventory data for a Sunbelt county.', venue: 'Journal of Urban Affairs, 34(4), 419-439', tag: 'Equity' },
    { year: '2012', type: 'article', authors: ['Eckerd, A.', 'Campbell, H.', 'Kim, Y.'], title: 'Helping those like us or harming those unlike us: Illuminating social processes leading to environmental injustice.', venue: 'Environment and Planning B, 39(5), 945-964', tag: 'Equity' },
    { year: '2012', type: 'article', authors: ['Kim, Y.', 'Hahn, D.', 'Coursey, D.'], title: 'Decisions in research review boards: The roles of individual characteristics and communication media.', venue: 'Public Integrity, 14(2), 173-192', tag: 'Computational' },
    { year: '2011', type: 'article', authors: ['Kim, Y.', 'Johnston, E.', 'Kang, H.S.'], title: 'A computational approach to managing performance dynamics of networked governance systems.', venue: 'Public Performance & Management Review, 34(4), 580-597', tag: 'Computational' },
    { year: '2011', type: 'article', authors: ['Jehn, M.', 'Kim, Y.', 'Bradley, B.', 'Lant, T.'], title: 'Community knowledge, risk perception and preparedness for the 2009 influenza A (H1N1) pandemic.', venue: 'Journal of Public Health Management and Practice, 17(5), 431-438', tag: 'Public health' },
    { year: '2010', type: 'article', authors: ['Kim, Y.', 'Kim, S.', 'Kim, H.'], title: 'Transfer from a home and community-based long-term care program to a nursing home: The Ohio experience.', venue: 'International Journal of Public Policy, 5(2/3), 160-174', tag: 'Public health' },
    { year: '2009', type: 'article', authors: ['Desai, A.', 'Greenbaum, R.', 'Kim, Y.'], title: 'Incorporating policy criteria in spatial analysis.', venue: 'American Review of Public Administration, 39(1), 23-42', tag: 'Computational' },
    { year: '2008', type: 'article', authors: ['Kim, Y.', 'Xiao, N.'], title: 'FraudSim: Simulating fraud in a public delivery program.', venue: 'In Artificial Crime Analysis Systems (pp. 319-338), IGI Global', tag: 'Computational' },
    { year: '2007', type: 'article', authors: ['Johnston, E.', 'Kim, Y.', 'Ayyangar, M.'], title: 'Intending the unintended: The act of building agent-based models as a regular source of knowledge generation.', venue: 'Interdisciplinary Description of Complex Systems, 5(2), 81-91', tag: 'Computational' },
    { year: '2007', type: 'article', authors: ['Kim, Y.'], title: 'Using spatial analysis for monitoring fraud in a public delivery program.', venue: 'Social Science Computer Review, 25(3), 287-301', tag: 'Computational' },
  ],

  /* Awards & honors */
  awards: [
    { year: '2024\u20132025', name: 'Distinguished Research Faculty Award', org: 'School of Public Affairs, ASU' },
    { year: '2023\u20132024', name: 'Public Service Educator of the Year', org: 'Watts College, ASU' },
    { year: '2020', name: 'William Petak Award, Emergency and Crisis Management', org: 'American Society for Public Administration' },
    { year: '2018\u20132019', name: 'Distinguished Service Faculty Award', org: 'School of Public Affairs, ASU' },
    { year: '2017\u20132018', name: 'Distinguished Diversity and Inclusion Faculty Award', org: 'School of Public Affairs, ASU' },
    { year: '2012\u20132013', name: 'Distinguished Service Faculty Award', org: 'School of Public Affairs, ASU' },
    { year: '2008\u20132009', name: 'Health Policy Researcher of the Year', org: 'Health Policy Institute of Ohio' },
    { year: '2007', name: 'Anne Larason Schneider Faculty Endowment for Community Research Award', org: 'Arizona State University' },
    { year: '2007', name: 'Robert W. Backoff Research Award', org: 'John Glenn School of Public Affairs, Ohio State University' },
  ],

  /* Education */
  education: [
    { year: '2006', degree: 'Ph.D., Public Policy & Management', school: 'John Glenn School of Public Affairs, Ohio State University' },
    { year: '1997', degree: 'M.P.A.', school: 'Graduate School of Public Administration, Seoul National University, South Korea' },
    { year: '1994', degree: 'B.P.A.', school: 'Department of Public Administration, Daejon University, South Korea' },
  ],

  /* Appointments */
  appointments: [
    { years: '2026 \u2013 Present', role: 'Professor', org: 'School of Public Affairs, Arizona State University' },
    { years: '2013 \u2013 2026', role: 'Associate Professor', org: 'School of Public Affairs, Arizona State University' },
    { years: '2007 \u2013 2013', role: 'Assistant Professor', org: 'School of Public Affairs, Arizona State University' },
    { years: '2019 \u2013 2023', role: 'Associate Director', org: 'Center on Technology, Data, and Society, ASU' },
    { years: '2018 \u2013 2020', role: 'Director, Undergraduate Programs', org: 'School of Public Affairs, ASU' },
    { years: '2015 \u2013 2016', role: 'Visiting Professor', org: 'Otto-Friedrich-Universit\u00e4t, Bamberg, Germany' },
    { years: 'Fall 2015', role: 'Visiting Professor', org: 'Graduate School of Public Administration, Seoul National University' },
    { years: 'Spring 2014', role: 'Visiting Lecturer', org: 'Department of Public Administration, Erasmus University, Rotterdam' },
    { years: '2007', role: 'Postdoctoral Researcher', org: 'John Glenn School of Public Affairs, Ohio State University' },
  ],

  /* Long bio paragraphs */
  longBio: [
    'Dr. Yushim Kim is a policy scholar whose research bridges public policy, environmental justice, and computational social science. Her innovative work applies complex adaptive systems thinking and advanced modeling techniques to pressing urban and environmental challenges.',
    'Kim\u2019s studies on green space access, environmental justice, and public health emergencies have significantly contributed to our understanding of urban dynamics and policy responses. Her pioneering use of agent-based modeling and spatial analysis using mobility data in examining social equity issues has opened new avenues for policy research.',
    'Kim\u2019s recent focus on green gentrification and access to green space in urban environments showcases her commitment to addressing emerging societal concerns. With a strong record of interdisciplinary collaboration and publications in high-impact journals, Kim\u2019s work not only advances academic knowledge but also provides valuable insights for policymakers.',
    'She has co-authored two books: Rethinking Environmental Justice in Sustainable Cities: Insights from Agent-Based Modeling (Routledge, 2015) and Green Gentrification and Environmental Justice: A Complexity Approach to Policy (Springer, 2024). She has published an edited volume, Computational Approaches to Policy Challenges (2026).',
    'With her doctoral students and collaborators, she has published articles in leading journals in multiple fields: Public Administration Review, American Public Administration Review, Public Administration and Society, Policy Sciences, Urban Studies, Journal of Urban Affairs, Landscape and Urban Planning, Urban Forestry and Urban Greening, Risk Analysis, and Social Science Computer Review.',
    'Currently, she leads \u201cGenerative AI for Sustainable Environmental Planning\u201d, an international interdisciplinary project to harness the potential of technology for climate literacy and sustainable urban environmental development.',
  ],
};