김수영 교수는 심리학과 소속 교수로서 심리측정 및 연구방법론 분야를 담당하고 있다. 연세대학교 응용통계학과를 졸업하였으며, 미국 위스콘신대학교 교육심리학과에서 양적방법론으로 석사 및 박사학위를 취득하였다.
최근 사회과학 방법론에서 큰 관심을 받고 있는 구조방정식(Structural Equation Modeling) 분야의 잠재성장모형(Latent Growth Modeling)과 혼합모형(Mixture Modeling)등을 연구하고 있다. 여러 국면에 걸친 성장혼합모형(Multiphase Growth Mixture Modeling)에 대한 세 개의 논문이 지난 2012년에서 2014년 사이에 사회과학 방법론에서 가장 높은 인용지수를 보이는 <Structural Equation Modeling: A Multidisciplinary Journal>에 연속적으로 실렸으며, 다차원 문항반응이론 모형 및 다집단 잠재성장모형에 관한 논문들 또한 <Multivariate Behavioral Research>와 <British Journal of Mathematical and Statistical Psychology> 등의 저명 SSCI 저널에 출판되었다.
최근에는 정규성을 만족시키지 못하는 측정변수를 이용하는 잠재성장모형에 대하여 관심을 가지고 있으며, 구조방정식 모형의 베이지안 추정법에 대한 연구도 병행하고 있다.
[학술지논문] Comparison of factors associated with postpartum depression from two cohorts of nurses: the Korea Nurses' Health Study and the Nurses' Health Study 3
OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, 2023, v.80
no.4
, 209-217
SCIE
[학술지논문] Protective behavioral strategies are more helpful for avoiding alcohol-related problems for college drinkers who drink less
JOURNAL OF AMERICAN COLLEGE HEALTH, 2022, v.70
no.5
, 1493-1499
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[학술지논문] Sample Size Requirements for Simple and Complex Mediation Models
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2022, v.82
no.1
, 76-106
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[학술지논문] Depressive symptom trajectories and their relation to body mass index in women of child-bearing age: The Korea Nurses' Health Study
JOURNAL OF AFFECTIVE DISORDERS, 2021, v.292
no.0
, 114-120
SCI
[학술지논문] Performance of second-order latent growth model under partial longitudinal measurement invariance: A comparison of two scaling approaches
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2021, v.28
no.2
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[학술지논문] A comparison of Bayesian to maximum likelihood estimation for latent growth models in the presence of a binary outcome
INTERNATIONAL JOURNAL OF BEHAVIORAL DEVELOPMENT, 2020, v.44
no.5
, 447-457
SSCI
[학술지논문] The association between protective behavioral strategies and alcohol-related problems: An examination of race and gender differences among college drinkers
JOURNAL OF ETHNICITY IN SUBSTANCE ABUSE, 2016, v.15
no.1
, 25-45
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[학술지논문] A Hierarchical Multi-Unidimensional IRT Approach for Analyzing Sparse, Multi-Group Data for Integrative Data Analysis
PSYCHOMETRIKA, 2015, v.80
no.3
, 834-855
SSCI
[학술지논문] Brief Motivational Interventions for College Student Drinking May Not Be as Powerful as We Think: An Individual Participant-Level Data Meta-Analysis
ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH, 2015, v.39
no.5
, 919-931
SCI
[학술지논문] Project INTEGRATE: An Integrative Study of Brief Alcohol Interventions for College Students
PSYCHOLOGY OF ADDICTIVE BEHAVIORS, 2015, v.29
no.1
, 34-48
SSCI
[학술지논문] Determining the Number of Latent Classes in Single- and Multiphase Growth Mixture Models
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2014, v.21
no.2
, 263-279
SSCI
[학술지논문] When Less Is More and More Is Less in Brief Motivational Interventions: Characteristics of Intervention Content and Their Associations With Drinking Outcomes
PSYCHOLOGY OF ADDICTIVE BEHAVIORS, 2014, v.28
no.4
, 1026-1040
SSCI
[학술지논문] Associations Between Alcohol Use and Alcohol-Related Negative Consequences Among Black and White College Men and Women
JOURNAL OF STUDIES ON ALCOHOL AND DRUGS, 2013, v.74
no.4
, 521-531
SSCI
[학술지논문] Single and Multiple Ability Estimation in the SEM Framework: A Noninformative Bayesian Estimation Approach
MULTIVARIATE BEHAVIORAL RESEARCH, 2013, v.48
no.4
, 563-591
SSCI
[학술지논문] Investigating Stage-Sequential Growth Mixture Models with Multiphase Longitudinal Data
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2012, v.19
no.2
, 293-319
SCI
[학술지논문] Sample Size Requirements in Single- and Multiphase Growth Mixture Models: A Monte Carlo Simulation Study
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2012, v.19
no.3
, 457-476
Comparison of factors associated with postpartum depression from two cohorts of nurses: The Korea Nurses' Health Study and the Nurses' Health Study 3Occupational and Environmental Medicine, 2023, v.80 no.4, 209-217
Protective behavioral strategies are more helpful for avoiding alcohol-related problems for college drinkers who drink lessJournal of American College Health, 2022, v.70 no.5, 1493-1499
Depressive symptom trajectories and their relation to body mass index in women of child-bearing age: The Korea Nurses' Health StudyJOURNAL OF AFFECTIVE DISORDERS, 2021, v.292, 114-120
Performance of second-order latent growth model under partial longitudinal measurement invariance: A comparison of two scaling approachesSTRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2021, v.28 no.2, 261-277
Using mixture models with known class membership to address incomplete covariance structures in multiple-group growth modelsBRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2014, v.67 no.1, 94-116