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Ewha University

College of Education

Sunbok Lee Associate Professor

Department of Education

이선복 프로필 사진

				
  • Department Chair, Department of Education/Department Chair, Moral Education/Assistant Director, Center for Future Education Research
  • Jinseonmi-gwan #240

전화: 02-3277-3338 

Research Record
  • Systematic analysis on school violence and bullying using data mining Children and Youth Services Review, 2023, v.150, 107020
    SSCI Scopus dColl.
  • 성장혼합모형에서 잠재계층과 연속형 결과변인 간 관계 추정방법의 비교 교육평가연구, 2023, v.36 no.3, 523-552
    KCI dColl.
  • 텍스트마이닝을 활용한 2022 개정 교육과정 정책에 대한 언론 보도의 쟁점 분석 교육과정평가연구, 2023, v.26 no.3, 1-27
    KCI dColl.
  • The Philippine Teachers Concerns on Educational Reform Using Concern Based Adoption Model Frontiers in Education, 2022, v.7, 763991
    Scopus dColl.
  • 기계학습의 소개: 예측모형을 위한 지도학습 이론을 중심으로 교육과학연구, 2022, v.53 no.3, 1-43
    KCI dColl.
  • Multidimensional structure and measurement invariance of school engagement Journal of School Psychology, 2021, v.89, 20-33
    SSCI Scopus dColl.
  • The accurate measurement of students’ learning in e-learning environments Applied Sciences (Switzerland), 2021, v.11 no.21, 9946
    SCIE Scopus dColl.
  • Are bully-victims homogeneous? Latent class analysis on school bullying CHILDREN AND YOUTH SERVICES REVIEW, 2020, v.112, 104922
    SSCI Scopus dColl.
  • Logistic Regression Procedure Using Penalized Maximum Likelihood Estimation for Differential Item Functioning JOURNAL OF EDUCATIONAL MEASUREMENT, 2020, v.57 no.3, 443-457
    SSCI Scopus dColl.
  • Parents' gesture adaptations to children with autism spectrum disorder JOURNAL OF CHILD LANGUAGE, 2020, v.47 no.1, 205-224
    SSCI Scopus dColl.
  • Using the Tidyverse Package in R for Simulation Studies in SEM STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2020, v.27 no.3, 468-482
    SCIE SSCI Scopus dColl.
  • Are MOOC Learning Analytics Results Trustworthy? With Fake Learners, They Might Not Be! International Journal of Artificial Intelligence in Education, 2019, v.29 no.4, 484-506
    Scopus dColl.
  • Dropout early warning systems for high school students using machine learning CHILDREN AND YOUTH SERVICES REVIEW, 2019, v.96, 346-353
    SSCI Scopus dColl.
  • Lessons learned from two years of K-MOOC experience Educational Media International, 2019, v.56 no.2, 134-148
    Scopus dColl.
  • The Machine Learning-Based Dropout Early Warning System for Improving the Performance of Dropout Prediction APPLIED SCIENCES-BASEL, 2019, v.9 no.15, 3093
    SCIE Scopus dColl.
  • [학술지논문] 머신러닝을 활용한 초·중학교 과밀학급 발생의 영향요인 분석 교육행정학연구, 2023, v.41 no.3 , 165-188
    KCI
  • [학술지논문] 위계적 선형모형(HLM)을 활용한 초등학교 교사의 직무만족 영향 요인 분석 교육행정학연구, 2023, v.41 no.4 , 95-120
    KCI
  • [학술지논문] Detecting Differential Item Functioning Using the Logistic Regression Procedure in Small Samples APPLIED PSYCHOLOGICAL MEASUREMENT, 2017, v.41 no.1 , 30-43
    SSCI
  • [학술지논문] Neighborhood X Serotonin Transporter Linked Polymorphic Region (5-HTTLPR) interactions for substance use from ages 10 to 24 years using a harmonized data set of African American children0 DEVELOPMENT AND PSYCHOPATHOLOGY, 2016, v.28 no.2 , 415-431
    SSCI
  • [학술지논문] Confidence intervals for distinguishing ordinal and disordinal interactions in multiple regression PSYCHOLOGICAL METHODS, 2015, v.20 no.2 , 245-258
    SSCI
  • [학술지논문] Constructing Confidence Intervals for Effect Size Measures of an Indirect Effect MULTIVARIATE BEHAVIORAL RESEARCH, 2015, v.50 no.6 , 600-613
    SSCI
  • [학술지논문] Generating univariate and multivariate nonnormal data STATA JOURNAL, 2015, v.15 no.1 , 95-109
    SSCI
  • [학술지논문] Implementing a Simulation Study Using Multiple Software Packages for Structural Equation Modeling SAGE OPEN, 2015, v.0 no.0 , 1-16
    SSCI
Courses
  • 2024-1st

    • First-Year Seminar

    • The Foundation of R Programming for Social Problem Solving

    • The Foundation of R Programming for Social Problem Solving

    • Teaching Practice

    • Educational Evaluation

      • Subject No 36940Class No 04
      • Year ( 2Credit , 2Hour) Thu 4~5 (HAK412)
    • Introduction to Machine Learning for Social Science

      • Subject No G18663Class No 01
      • Year ( 3Credit , 3Hour) Tue 8~9 (ECC-)
    • Capstone Design I

      • Subject No AI301Class No 02
      • Year ( 3Credit , 3Hour) Mon 8~9 (EDU-)
    • K-MOOC:The foundation of R programming

  • 2023-2nd

    • The Foundation of R Programming for Social Problem Solving

    • Educational Practicum 강의 계획서 상세보기

    • Educational Evaluation 강의 계획서 상세보기

      • Subject No 36940Class No 03
      • Year ( 2Credit , 2Hour) Wed 4~5 (EDU-)
    • Structural Equation Model

      • Subject No G11641Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (EDU-A202)
    • Programming for Educational Research (Python)

      • Subject No AI104Class No 01
      • Year ( 3Credit , 3Hour) Thu 8~9 (ECC-)
      • Classroom Changed
    • K-MOOC:The foundation of R programming

  • 2023-1st

  • 2022-2nd

    • The Foundation of R Programming for Social Problem Solving

    • Educational Practicum

    • Structural Equation Model

      • Subject No G11641Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (EDU-)
    • Programming for Educational Research (Python)

      • Subject No AI104Class No 01
      • Year ( 3Credit , 3Hour) Mon 8~9 (EDU-)
      • Classroom Changed
    • K-MOOC:The foundation of R programming

  • 2022-1st

    • First-Year Seminar

    • The Foundation of R Programming for Social Problem Solving

    • Quantitative Research Methodology

      • Subject No G17987Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (EDU-)
    • Capstone Design I

      • Subject No AI301Class No 02
      • Year ( 3Credit , 3Hour) Tue 8~9 (ECC-)
  • 2021-2nd

    • The Foundation of R Programming for Social Problem Solving

    • Multilevel data Analysis

      • Subject No G11558Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (EDU-)
    • Programming for Educational Research (R)

      • Subject No AI103Class No 01
      • Year ( 3Credit , 3Hour) Wed 8~9 (ECC-)
    • Seminar in Creative and convergent Education

      • Subject No ED219Class No 01
      • Year ( 3Credit , 3Hour) Fri 8~9 (EDU-)
  • 2021-1st

    • First-Year Seminar

    • The Foundation of R Programming for Social Problem Solving

      • Subject No 11367Class No 01
      • Year ( 3Credit , 3Hour)
      • Language Changed
    • Data MiningⅡ

      • Subject No G18052Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (EDU-)
    • Programming for Educational Research (Python)

      • Subject No AI104Class No 01
      • Year ( 3Credit , 3Hour) Wed 8~9 (ECC-)
Academic Background

University of Georgia 교육학박사(교육심리)

University of Georgia 이학석사(통계학과/물리학과)

서강대학교 이학사(물리학과)

Work Experience

University of Houston 2017-09-01 ~ 2020-02-29

Massachusetts Institute of Technology 2015-10-26 ~ 2017-08-13

City University of Hong Kong 2014-07-02 ~ 2015-05-31

University of Georgia 2012-08-05 ~ 2014-05-01

Department Chair, Moral Education 2022-08-01 ~ 2024-07-31

Department Chair, Department of Education 2022-08-01 ~ 2024-07-31