Publications (peer reviewed)

*student author,  ♰equal contribution

[38] 이영수*, 석혜원. (accepted). 사전-사후 통제집단 설계에서 차이점수 분석과 공분산분석 분석의 수행 비교: 시뮬레이션 연구.  

[37] 현지원, 양채연,  석혜원, 김향숙. (2025). 우울과 정서조절 유연성: 사회적 상호작용 상황에서의 정서조절 변산성과 맥락 민감성을 중심으로. 한국심리학회지: 임상심리 연구와 실제, 11(2), 295-317. 

[36] Jeon, J. Y., Hahm, B-J., Seong, S. J., Seo, H. Y., Chang, S. M., Kim, B-S., An, H., Jeon, H. J., Hong, J. P., Suk, H. W., & Park, J. E. (2025). Ten-year differences in the prevalence and related factors of depression and suicidal behavior in Korean older adults: A comparison of representative nationwide studies for mental disorders in 2011 and 2021. Journal of Affective Disorders, 384, 173-179. https://doi.org/10.1016/j.jad.2025.05.007

[35] Shim, Y., Quan, S., Lim, J-A.*, & Suk, H. W. (2025). Putting maximization dimensions and well-being in a daily context: the moderating role of choice domains and characteristics. The Journal of Positive Psychology, 20(3), 485-497. https://doi.org/10.1080/17439760.2024.2370534

[34] 이영수*, 석혜원. (2024). 반복측정 자료에 기반한 변화의 집단차 분석 방법: 차이점수 모형과 공분산분석 모형 비교. 한국심리학회지: 일반, 43(3), 231-260. https://doi.org/10.22257/kjp.2024.9.43.3.231

[33] 황유경*, 석혜원.  (2024). 측정 비불변성이 ANCOVA에 기반한 처치효과 추론에 미치는 영향: 응답이동에 의한 절편 비동일성을 중심으로. 사회과학연구,  63(2), 173-204. https://doi.org/10.22418/JSS.2024.8.63.2.173

[32] Park, H. G., Suk, H. W., Cheon, J. E., & Kim, Y-H. (2023). Darling, Come Lay with Me or Talk with Me: Perceived Mattering and the Complementary Association between Sex and Communication within Marital Relationships. Journal of Sex Research, 60(3), 336-348. https://doi.org/10.1080/00224499.2021.2018393

[31] Lim, J-A.*, Yun, J-Y., Choi, S-H., Park, S., Suk, H. W., & Jang, J. H. (2022). Greater variability in daily sleep efficiency predicts depression and anxiety in young adults: Estimation of depression severity using the two-week sleep quality records of wearable devices. Frontiers in Psychiatry, 13:1041747. https://doi.org/10.3389/fpsyt.2022.1041747

[30] Park, S. Y., Han, J., Kim, S. H., Suk, H. W., Park, J. E., & Lee, D. Y. (2022). Impact of long-term exposure to air pollution on cognitive decline in older adults without dementia. Journal of Alzheimer’s Disease, 86(2), 553-563. https://doi.org/10.3233/JAD-215120

[29] Na, J.,  Kim, N., Suk, H. W., Choi, E., Choi, J. A., Kim, J., Kim, S., & Choi, I. (2021). Individualism-Collectivism during the COVID-19 pandemic: A field study testing the pathogen stress hypothesis of individualism-collectivism in Korea. Personality and Individual Differences, 183, Article 111127. https://doi.org/10.1016/j.paid.2021.111127

[28] 김보람, 석혜원, 장재윤. (2021). 정서적 고갈과 수면의 질의 관계에 대한 심리적 분리의 매개효과 (The mediating effect of psychological detachment on the relationship between emotional exhaustion and sleep quality). 한국심리학회지: 일반 (Korean Journal of Psychology: General), 40(2), 213-237. http://dx.doi.org/10.22257/kjp.2021.6.40.2.213

[27] Choi, I., Kim, J. H., Kim, N., Choi, E., Choi, J. A., Suk, H. W., & Na, J. (2021). How COVID-19 affected mental well-being: An 11- week trajectories of daily wellbeing of Koreans amidst COVID-19 by age, gender and region.  PLoS ONE, 16(4): e0250252. https://doi.org/10.1371/journal.pone.0250252

[26] Park, J. E., Lee, Y. J.. Byun, M. S., Yi, D., Lee, J. H., Jeon, S. Y., Hwang, J. Y., Yoon, H., Choe, Y. M., Kim, Y. K., Shin, S. A., Suk, H. W., Lee, D. Y., & for the KBASE Research Group. (2021). Differential associations of age and Alzheimer's disease with sleep and rest-activity rhythms across the adult lifespan. Neurobiology of Aging, 101, 141-149. https://doi.org/10.1016/j.neurobiolaging.2021.01.006

[25] Hong, S.♰, Suk, H. W.♰, Choi, Y., & Na, J. (2021). Face-Based Judgments: Accuracy, Validity, and a Potential Underlying Mechanism.  Psychological Science, 32(9), 1452-1462. https://doi.org/10.1177/09567976211000308

[24] Suk, H. W.♰, Choi, E.♰, Na, J., Choi, J., & Choi, I. (2021). Within-person day-of-week effects on affective and evaluative/cognitive well-being among Koreans. Emotion, 21(5), 1114–1118. https://doi.org/10.1037/emo0000930

[23] Chae, S., Park, J. S., Byun, M. S., Yi, D., Lee, J. H., Byun, G. H., Suk, H. W., Choi, H., Park, J. E., & Lee, D. Y. (2020). Decreased alpha reactivity from eyes-closed to eyes-open in non-demented older adults with Alzheimer's disease: a combined EEG and [18F]-florbetaben PET study. Journal of Alzheimer's Disease, 77, 1681-1692. https://doi.org/10.3233/JAD-200442

[22] Oh, I. M., Cho, M. J., Hahm, B-J., Kim, B-S., Sohn, J. H., Suk, H. W., Jung, B. Y., Kim, H. J., Kim, H. A., Choi, K. B., You, D. H., Lim, A. R., Park, I. O., Ahn, J. H., Kim, Y. H., Kim, M. R., & Park, J. E. (2020). Effectiveness of a village-based intervention for depression in community-dwelling older adults: a randomised feasibility study. BMC Geriatrics, 20:89. https://doi.org/10.1186/s12877-020-1495-2 

[21] Park, J. E., Hong, J. P., Jeon, H. J., Seong, S. J., Sohn, J. H., Ha, T. H., Lee, D-W., Park, J-I., Cho, S-J., Chang, S. M., Kim, B-S., Suk, H. W., Cho, M-J., & Hahm, B-J. (2020). Age-related differences in the associations among at-risk drinking, alcohol use disorder, and psychological distress across the adult lifespan: a nationwide representative study in South Korea. Social Psychiatry and Psychiatric Epidemiology, 55, 1335-1344. https://doi.org/10.1007/s00127-020-01845-5

[20] Park, J. E., Kim, B-S., Kim, K. W., Hahm, B. J., Sohn, J. H., Suk, H. W., Lee, J-Y., & Cho, M. J. (2019). Decline in the incidence of all-cause and Alzheimer’s disease dementia: a 12-year-later rural cohort study in Korea. Journal of Korean Medical Science, 34(44):e293.  https://doi.org/10.3346/jkms.2019.34.e293 

[19] Mun, C. J.♰, Suk, H. W.♰, David, M. C., Karoly, P., Finan, P., Tennen, H., & Jensen, M. P. (2019). Investigating intra-individual pain variability: Methods, applications, issues, and directions. Pain, 160(11), 2415-2429. https://doi.org/10.1097/j.pain.0000000000001626  [Editor's Choice]  [Posted on the Mplus website] 

[18] Cho, Y. K., Shim, K. Y., Suk, H. W., Lee, H. S., Lee, S. W., Byun, A. R., & Lee, H. N. (2019). Differences between One-Person and Multi-Person Households on Socioeconomic Status, Health Behavior, and Metabolic Syndrome Across Gender and Age Groups. Korean Journal of Family Practice, 9(4), 373-382. https://doi.org/10.21215/kjfp.2019.9.4.373 (in Korean)

[17] Mun, C. J., Davis, M. C., Molton, I. R., Karoly, P., Suk, H. W., Ehde, D. M., Tennen, H., Kerns, R., & Jensen, M. P. (2019). Personal resource profiles of individuals with chronic pain: Sociodemographic and pain interference differences. Rehabilitation Psychology, 64(3), 245-262.  http://dx.doi.org/10.1037/rep0000261  [APA journal spotlight]

[16] Fine, K. L*., Suk, H. W., & Grimm, K. J.  (2019). An examination of a functional mixed-effects modeling approach to the analysis of longitudinal data. Multivariate Behavioral Research, 54(4), 475-491. http://dx.doi.org/10.1080/00273171.2018.1520626

[15] Park, J. E., Jeon, S. Y., Kim, S. A., Kim, J. H., Kim, S. H., Lee, K. W., Hwang, Y. J., Jung, G., Suk, H. W., Park, S., & Lee, D. Y. (2019). A multidomain intervention for modifying lifestyle habits reduces the dementia risk in community-dwelling older adults: A single-blinded randomized controlled pilot study . Journal of Alzheimer's Disease, 70(1), 51-60. http://dx.doi.org/10.3233/JAD-190016 

[14] Suk, H. W., West, S. G., Fine, K. L.*, & Grimm, K. J. (2019). Nonlinear growth curve modeling using penalized spline models: A gentle introduction. Psychological Methods, 24(3), 269-290. http://dx.doi.org/10.1037/met0000193 

[13] Sternberg, A., Hill, M., Suk, H. W., Meier, M., & Chassin, L. (2019). Exploring Cannabis-Specific Parenting as a Mechanism of the Intergenerational Transmission of Cannabis Use and Cannabis Use Disorder. Journal of Studies on Alcohol and Drugs, 80(1), 32-41. https://doi.org/10.15288/jsad.2019.80.32

[12] Jewell, S. L., Suk, H. W, & Leucken, L. J. (2018). Respiratory sinus arrhythmia: Modeling longitudinal change from 6 weeks to 2 years of age among low-income Mexican Americans. Developmental Psychobiology, 60, 232-238.   https://doi.org/10.1002/dev.21595

[11] Hill, M. Sternberg, A., Suk, H. W., Meier, M., & Chassin, L. (2018). The Intergenerational Transmission of Cannabis Use: Associations between Parental History of Cannabis Use and Cannabis Use Disorder, Low Positive Parenting, and Offspring Cannabis Use. Psychology of Addictive Behaviors, 32(1), 93-103. https://doi.org/10.1037/adb0000333

[10] Suk, H. W., & Hwang, H. (2016). Functional Generalized Structured Component Analysis. Psychometrika, 81, 940-968. https://doi.org/10.1007/s11336-016-9521-1

[9] Park, J. E., Sung, S. J., Sohn, J. H., Suk, H. W., Cho, S-J., Hahm, B-J. & Cho, M. J. (2016). Association between personality traits and mental health outcomes in older adults with  lifetime trauma exposure: A nationwide community sample. International Psychogeriatrics, 28, 1533-1543. https://doi.org/10.1017/S1041610216000077

[8] Park, J. E., Sohn, J. H., Sung, S. J., Suk, H. W., & Cho, M. J. (2015). General similarities but consistent differences between early- and late-onset depression among Korean adults aged 40 and older. Journal of Nervous and Mental Disease, 203, 617-625. http://doi.org/10.1097/NMD.0000000000000338

[7] Park, J. E., Cho, S-J., Lee, J-Y., Sohn, J. H., Seong, S. J., Suk, H. W., & Cho, M. J. (2015). Impact of stigma on use of mental health services by elderly Koreans. Social Psychiatry and Psychiatric Epidemiology, 50, 757-766. https://doi.org/10.1007/s00127-014-0991-0

[6] Hwang, H., Suk, H. W., Takane, Y., Lee, J-H, & Lim, J. (2015). Generalized Functional Extended Redundancy Analysis. Psychometrika, 80, 101-125. https://doi.org/10.1007/s11336-013-9373-x

[5] Tan, T., Suk, H. W., Hwang, H., & Lim, J. (2013). Functional Fuzzy Clusterwise Regression Analysis. Advances in Data Analysis and Classification, 7, 57-82. https://doi.org/10.1007/s11634-013-0126-6

[4] Suk, H. W., Choi, J. Y., & Hwang, H. (2013). Hierarchically Structured Fuzzy C-Means Clustering. Behaviormetrika, 40, 1-17. https://doi.org/10.2333/bhmk.40.1

[3] Park, K. K., Suk, H. W., Hwang, H., & Lee, J-H. (2013). A Functional Analysis of Deception Detection of a Mock Crime using Infrared Thermal Imaging and the Concealed Information Test. Frontiers in Human Neuroscience, 7: 70.

[2] Hwang, H., Suk, H. W., Lee, J-H., Moskowitz, D. S., & Lim, J. (2012). Functional Extended Redundancy Analysis, Psychometrika, 77, 524-542. https://doi.org/10.1007/s11336-012-9268-2

[1] Suk, H. W., & Hwang, H. (2010). Regularized Fuzzy Clusterwise Ridge Regression. Advances in Data Analysis and Classification, 4, 35-51. https://doi.org/10.1007/s11634-009-0056-5

Manuscripts in preparation

• 박소진, 석혜원, 장재윤. 수면의 질과 직무열의 간 관계: 월요일 효과 탐색. 

• Hwang, Y. K.*, Lee, Y. S.*, & Suk, H. W.,  Examining the impact of within-person reliability in dynamic structural equation modeling. 

Invited talks and conference presentations

• 임재아*, 석혜원. (2025, April). 코로나19 전후에 따른 스트레스가 정신 및 신체건강에 미치는 차별적 영향 탐색. 한국심리측정평가학회 2025년 춘계 학술대회. 동국대학교. 

• 이영수*, 석혜원. (2025, April). 사전-사후 통제집단 설계에서 분석 방법의 수행 비교: 차이점수 분석과 공분산분석의 시뮬레이션 연구. 한국심리측정평가학회 2025년 춘계 학술대회. 동국대학교. 

• Hwang, Y. K.* & Suk, H. W. (2024, July). The impact of measurement non-invariance on ANCOVA performance.  Poster presented at the 2024 International Meeting of the Psychometric Society, Prague, Czech Republic. 

• 황유경*, 석혜원. (2024, April). 측정 비불변성이 처치효과 검증에 미치는 영향. 한국심리측정평가학회 2024년 춘계 학술대회. 이화여자대학교. [황유경 학생 포스터 발표 우수상 수상]

• 정유나*, 석혜원. (2024, April). 서열화된 범주형 자료 분석에서 DSEM과 Probit DSEM의 수행 비교. 한국심리측정평가학회 2024년 춘계 학술대회. 이화여자대학교. [정유나 학생 포스터 발표 최우수상 수상]

• 박소영*, 석혜원. (2022, April). 역동적 구조방정식 모형의 모의 수행 평가: 측정 모형을 중심으로. 한국심리측정평가학회 2022년 춘계 학술대회. 동국대학교. [구두발표]

• 임재아*, 석혜원. (2022, April). Location-scale 모델을 사용한 수면 종단 자료 분석: 웨어러블 디바이스로 측정한 수면 효율 지표를 중심으로. 한국심리측정평가학회 2022년 춘계 학술대회. 동국대학교.  [임재아 학생 포스터 발표 우수상 수상]

• 석혜원. (2021, August). 다양한 규정을 통해 살펴본 표절과 중복게재의 정의. 2021 한국심리학회 온라인 연차학술대회.

• 장효주*, 석혜원. (2021, April). 반응 양식을 고려한 집단 차 분석 방법: 문항반응이론에 기초하여. 한국심리측정평가학회 2021년 온라인 춘계 학술대회. [장효주 학생 포스터 발표 최우수상 수상]

• Cho, Y. W. & Suk, H. W. (2019, October). Examining the Effects of Unbalanced Clusters on the Estimation Accuracy of Multilevel Modeling. Poster presented at the 2019 Fall Conference of the Korean Society of Psychological Measurement and Assessment, Ewha Womans University, Seoul, Korea. [pdf] [Excellence Award for poster presentation was awarded to YW Cho.]

• Suk, H. W. (2019, June). Multilevel Modeling for Intensive Longitudinal Data Analysis. 초청강연. 부산대학교 심리학과.

• Suk, H. W. (2019, May). A Gentle Introduction to Multilevel Modeling.  초청강연.  연세 대학교 예방의학/보건학 세미나.  

• Suk, H. W. (2019, January). Nonlinear growth curve modeling using penalized spline models.  초청강연.  성균관대학교 심리학과.

• Suk, H. W. (2018, December). Nonlinear growth curve modeling using penalized spline models.  심리학과 세미나. 서울대학교.

• Suk, H. W. & Choi, J. Y. (2018, June). Nonlinear growth curve modeling using penalized spline models. 한국심리측정평가학회 2018년 춘계 학술대회. 성균관대학교.

• Suk, H. W. (2017, November). 반복 검증 위기, 어떻게 이해할 것인가? 한국심리측정평가학회 2017년 추계 학술대회.  서울대학교.

• Suk, H. W. (2017, October). A Gentle Introduction to Multilevel Modeling. Psychology Colloquium, Sogang University, Seoul, Korea.

• Suk, H. W. (2017, August). Is Psychology really in replication crisis? Talk given at the 2017 Annual Meeting of the Korean Psychological Association, Seoul, Korea. [웹진PSY 기사: 반복 검증 위기와 통계적 검증력]

• Suk, H. W., & Hwang, H. (2016, July). Functional Generalized Structured Component Analysis. Paper presented at the International Congress of Psychology, Yokohama, Japan.

• Ward, K.L.*, & Suk, H. W. (2016, July). Handling sparse and missing data using functional mixed-effects models. Talk given at the 2016 International Meeting of the Psychometric Society, Ashville, NC. 

• Ward, K.L.*, & Suk, H. W. (2016, May). Handling sparse and missing data in estimating growth trajectories: a functional mixed effects model approach. Poster presented at the 2016 Annual Modern Modeling Methods Conference, Storrs, CT. 

• Suk, H. W. (2015, December). Functional Generalized Structured Component Analysis: Representing the Temporal Structure of Intensive Streams of Data. Invited talk at Guest Colloquium at the Department of Psychology, University of Zurich, Zurich, Switzerland.

• Valente, M. J., & Suk, H. W. (2015, September). Analyzing predictors of total points in regular season in the National Hockey League: A functional data approach. Paper presented at 2015 New England Symposium on Statistics in Sports, Cambridge, MA.

• Ward, K. L.*, & Suk, H. W. (2015, July). A comparison of different approaches to handling missing data in functional data analysis. Paper presented at the 2015 International Meeting of the Psychometric Society, Beijing, China.

• Suk, H. W., & Hwang, H. (2015, May). Functional data analysis for the analysis of intensive longitudinal data and related factors. Paper presented at the 27th annual convention of Association for Psychological Science; New York City, NY. 

• Suk, H. W. (2015, March). EM algorithm. Invited Talk at the Quantitative Brownbag Meeting, Arizona State University.

• Suk, H. W. (2014, September). Functional data analysis for the analysis of developmental trajectories and related factors. Paper presented at the Society for Research in Child Development: Developmental Methodology meeting, San Diego, CA.

• Suk, H. W. (2014, July). Functional generalized structured component analysis. Dissertation award address at the 2014 International Meeting of the Psychometric Society, Madison, WI.

• Suk, H. W., & Hwang, H. (2014, May). Functional generalized structured component analysis. Paper presented at Partial Least Squares and Related Methods conference, Paris, France.

• Suk, H. W. (2013, June). From Multivariate Analysis to Functional Data Analysis. Invited Talk at Psychology Colloquium, Seoul National University, Seoul, Korea.

• Suk, H. W. (2013, May). Component-Based Approaches to Structural Equation Modeling. Paper presented at the Conference of the Korean Association for Survey Research, Seoul, Korea.

• Suk, H. W., & Hwang, H. (2012, July). Kernel Generalized Structured Component Analysis. Paper presented at the 2012 International Meeting of the Psychometric Society, Lincoln, NE.

• Suk, H. W., & Hwang, H. (2012, May). Kernel Generalized Structured Component Analysis. Paper presented at the 7th International Conference on Partial Least Squares & Related methods, Houston, TX.

• Hwang, H., Suk, H. W., Lee, J-H., & Moskowitz, D. S. (2011, July). Functional Extended Redundancy Analysis. Paper presented at the 2011 International Meeting of the Psychometric Society, Tai Po, Hong Kong.

• Suk, H. W., & Hwang, H. (2010, July). Lasso Generalized Structured Component Analysis. Paper presented at the 2010 International Meeting of the Psychometric Society, Athens, GA.

• Suk, H. W., & Hwang, H. (2009, July). Regularized Fuzzy Clusterwise Ridge Regression. Paper presented at the 2009 International Meeting of the Psychometric Society, Cambridge, England.

• Hwang, H., & Suk, H. W. (2008, July). Fuzzy Clusterwise Partial Least Squares Regression. Paper presented at the 2008 International Meeting of the Psychometric Society, Durham, NH.

• Suk, H. W., & Kim, C. (2006, July). Comparing Multivariate Techniques for fMRI Data Analysis: A Simulation Study. Paper presented at the 5th International Conference of the Cognitive Science, Vancouver, BC.

• Suk, H. W., & Kim, C. (2006, June). Comparison of the Multivariate Analysis Techniques for fMRI Data Analysis: Focusing on Principal Component Analysis, Independent Component Analysis, and Factor Analysis. Poster presented at the 2006 International Meeting of the Psychometric Society, Montreal, QC.

Workshops and guest lectures

• Suk, H. W. (2024, April).  다층 모형을 활용한 종단 자료 분석. 한국임상심리학회 2024 봄 학술대회 워크숍. 

• Suk, H. W. (2023, December). 예시를 통해 배우는 다층 모형의 기초. KAIST 디지털인문사회과학부.  

• Suk, H. W. (2023, January). Dynamic Structural Equation Modeling을 사용한 집중 종단 자료 분석. 성균관대학교 심리학과. 온라인.

• Suk, H. W. (2022, August). Dynamic Structural Equation Modeling을 사용한 집중 종단 자료 분석. 한국교육평가학회 2022 하계 워크숍. 온라인.

• Suk, H. W. (2022, July). R workshop. 희망연구소. 온라인.

• Suk, H. W. (2022, February). 다층 모형 기초. 충남대학교 심리학과 긍정상담심리연구실. 온라인.

• Suk, H. W. (2021, November). 다층 모형 분석. 2021 한국사회및성격심리학회 동계 학술대회.  온라인. 

• Suk, H. W. (2021, April). 예시를 통해 배우는 다층 모형의 기초. 한국심리측정평가학회 2021 춘계학술대회 워크숍. 

• Suk, H. W. (2020, October). An Introduction to Regression Analysis. 한국심리측정평가학회 2020 연구방법론 기초학교.  

• Suk, H. W. (2020, January). Investigating Intra-individual Variability Using Dynamic SEM. 통계 특강. 경북대학교. 

• Suk, H. W. (2019, December). An Introduction to Regression Analysis.  한양대학교 IC-PBL 학습법 워크숍: 기초통계특강.  한양대학교.

• Suk, H. W. (2019, November). An Introduction to Regression Analysis. 한국심리측정평가학회 2019 연구방법론 기초학교. 경희대학교. 

• Suk, H. W. (2019, July). Workshop: Investigating Intra-individual Variability Using Dynamic SEM. Pusan National University, Pusan, Korea.

• Suk, H. W. (2018, August). Workshop: ANOVA and regression. Sogang University, Seoul, Korea. 

• Suk, H. W. (2017, September). A Gentle Introduction to Multilevel Modeling. Management Seminar at Yonsei University, Seoul, Korea.

• Suk, H. W. (2017, June). Splines and Smoothing. APA Advanced Training Institute: Exploratory Data Mining, Arizona State University, AZ. 

• Suk, H. W. (2016, June). Multilevel Models for Behavioral Research. Summer Workshop at the Department of Psychology, Yonsei University, Seoul, Korea. 

• Suk, H. W. (2016, June). Splines and Smoothing. APA Advanced Training Institute: Exploratory Data Mining, Arizona State University, AZ. 

• Suk, H. W. (2014, February). Functional Mediation: Mediation Analysis with Functional Data. Invited talk at the Dynamic Mediation workshop, Arizona State University, AZ.

• Suk, H. W. (2013, November). Mediation Analysis with Functional Data. Guest lecture in Mediation Analysis class, Arizona State University, AZ. 

• Suk, H. W. (2013, July). Functional Data Analysis. Functional Data Analysis Workshop, Sungkyunkwan University, Seoul, Korea.