Peer-Reviewed Journal Articles

1. Song,Y., Jeon, S.*, Cho, A., Chung,S., Ahn,Y., Suh,S. and Kim,J.K. (2024+) Predictors of Sleep Quality Trajectories and Alertness in Shift Workers Undergoing Cognitive-Behavioral Therapy for insomnia, submitted.

2. Jeon, S.*, Jeong, E., Y. Bang,  J. Ahn, S. Yoo, S. Chung, J. Kim (2024+) Validation of the Korean version of the Sleep-Related Behaviours Questionnaire (SRBQ) among the general population, submitted.

3. O. R. Cawiding, S. Jeon, D. Tubera-Panes, A. A. de los Reyes, J. K. Kim (2024+) Disentangling climate’s dual role in dengue dynamics: a multi-region causal analysis study, submitted.

4. A. Yun, S. Jeon, T. Walls, J. C. Anthony, H. Chung (2024+) A Multivariate Latent Class Tree Approach to Multiple Latent Class Variables: Discovering A Hierarchy of Interactions in Adolescent Risk Behaviors, submitted.

5. Kim, K., Jeon, S., Lee, S., Kim, D., and Shin, Y. (2024+) Digital Media Usage Trends Among Children aged 8-11 Years Before and After the COVID-19, submitted.

6. Kim, Y., Chung, H., and Jeon, S.* (2024+) Multilevel topic model: a nonparametric multilevel latent class analysis for topic dependency, submitted.  

7. Jeon, S.* and Kwon. T. (2024) N-point Modified Exponential Model for Household Projections in Korea using Multi-point Register-based Census Data, Accepted.

8. Jo, H., Lim, M., Jeon, H. Ahn, J., Jeon, S., Kim, J., Chung, S. (2024) Data-driven Shortened Insomnia Severity Index: A Machine Learning Approach, Sleep Breath.  https://doi.org/10.1007/s11325-024-03037-w 

9. Jo, H., Jeon, H., Ahn, J., Jeon, S.*, Kim, J., and Chung, S. (2024) Dysfunctional Beliefs and Attitude about Sleep-6 (DBAS-6): Data-driven Shortened version from A Machine Learning Approach, Sleep Medicine, 119, 312-318.  https://doi.org/10.1016/j.sleep.2024.04.027 

10. Kim, K., and Jeon, S.* (2024) A study of census changes and the projection for marital status transition rates, Korea Journal of Population Studies, 47(1), 1-18.   https://doi.org/10.31693/KJPS.2024.03.47.1.1 

11. A. Cho, Y. Song, S. Jeon, J.K. Kim, S. Chung, Y. Ahn, S. Suh (2024) Prediction of Daytime Sleepiness Risk in Shift Working Firefighters using a Machine Learning Model, Sleep Medicine, 115(1), 123-124. https://doi.org/10.1016/j.sleep.2023.11.360 

12. Kim, J., and Jeon, S.* (2023) A Study on Intergenerational Income Mobility in Korea using National Health Insurance Service Income Big Data, Journal of the Korean Data Analysis Society, 25(6), 2171-2186.  https://doi.org/10.37727/jkdas.2023.25.6.2171 

13. Kim, K., and Jeon, S.* (2022) A Study on the Health Adjusted Life Expectancy in Korea using Microdata of National Health Insurance Service, Korea Journal of Population Studies, 45(4), 25-42.  https://doi.org/10.31693/KJPS.2022.12.45.4.2 

14. Kim, Y., Jeon, S., Chang, C., and Chung, H. (2022) glca: An R Package for Estimating a Group-Effect in Latent Class Analysis, Applied Psychological Measurement, 46(5), 439-441, https://doi.org/10.1177/01466216221084197 

15. Jeon, S.*, Seo, T., and Chung, H. (2022) Latent Class Profile Analysis for Repeatedly Measured Multiple Latent Class Variables,  Multivariate Behavioral Research, 57(2-3), 341-355, https://doi.org/10.1080/00273171.2020.1848515 

16. Lee, J., Chung, H. and Jeon, S.* (2021) Bayesian multivariate latent class profile analysis: Exploring the developmental progression of youth depression and substance use, Computational Statistics and Data Analysis, 161,  107261, https://doi.org/10.1016/j.csda.2021.107261 

17. Kim, E., Chung, H. and Jeon, S.* (2020) Joint latent class analysis for longitudinal data: an application on the adolescent emotional well-being,  Communications for Statistical Applications and Methods,  27(2), 241-254. https://doi.org/10.29220/CSAM.2020.27.2.241  

18. Kim, S., Jeon, S. and Kim, D. (2020) On log-linear Modeling for an Incomplete Two-way Contingency Table with One Variable Subject to Nonresponse, Communications in Statistics - Simulation and Computation,  49(4), 973-988 . https://doi.org/10.1080/03610918.2018.1490427

19. Jeon, S.*, Shin, J., Yee, J., Park, T. and Park, M. (2019) Structural equation modeling for hypertension and type 2 diabetes based on multiple SNPs and multiple phenotypes. PLoS ONE 14(9): e0217189. https://doi.org/10.1371/journal.pone.0217189

20. Jeon, S.*, Kwon, T. and Park, Y. (2019) Variable-based missing mechanism for an incomplete contingency table with unit missingness, Statistics and Probability Letters,  146, 90-96. https://doi.org/10.1016/j.spl.2018.11.006

21. Park, Y., Jeon, S. and Kwon, T. (2018) A Sample Size Calibration Approach for the P-value Problem in Huge Samples, Communications for Statistical Applications and Methods,  25(5), 1-13. https://doi.org/10.29220/CSAM.2018.25.5.545 

22. Kim, S., Kim, K., and Jeon, S.* (2018) Heuristic Li-Lee Model for Long-term Prediction of Regional Headship Rate, Journal of the Korean Data Analysis Society, 20(2B), 657-668.

23. Cho, Y., Kim, K., Jeon, S. and Kim, S. (2018) A Study on Adjustment of Transition Rates between Marital Status, Journal of the Korean Data Analysis Society, 20(1B), 137-146.

24. Cho, Y., Kim, K., Kim, S. and Jeon, S.* (2018) Heuristic Lee-Carter Model for Long-term Marital Rate Prediction, Journal of the Korean Data Analysis Society, 20(1B), 125-136.

25. Jeon, S.*, Lee, J., Anthony, J. C. and Chung, H. (2017) Latent Class Analysis for Multiple Discrete Latent Variables: A Study on the Association Between Violent Behavior and Drug-Using Behaviors, Structural Equation Modeling: A Multidisciplinary Journal, 24(6), 911-925. https://doi.org/10.1080/10705511.2017.1340844

26. Kim, S. and Jeon, S.* (2017) Forecast of Property Crimes Considering Co-integration and Economic Factors, Journal of the Korean Data Analysis Society, 19(4B), 1865-1876.

27. Jeon, S.* and Kim, S. (2017) A Study on Model Selection for Unknown Motive Estimation in Incomplete Three-way Contingency Table, Journal of the Korean Data Analysis Society, 19(4B), 1853-1864.

28. Lee, C., Jeon, S. and Kim, K. (2017) A Study on the Predictive Model of Internal Migration, Journal of the Korean Data Analysis Society, 19(1B), 159-173.

29. Kwon, T. and Jeon, S.* (2016) A study on the Violent Crime and Control Factors in Korea, Journal of the Korean Data and Information Science Society, 27(6), 1511-1523. 

30. Lee, Y., Jeon, S. and Park, Y. (2016) Stochastic Traffic Congestion Evaluation of Korean Highway Traffic Information System with Structural Changes,  Asia Pacific Journal of Information Systems, 26(3), 427-448. 

31. Jeon, S.*, Chang, W. and Park, Y. (2016) An Option Pricing Model using High Frequency Data, Procedia Computer Science, 91, 175 – 179. https://doi.org/10.1016/j.procs.2016.07.035

32. Jeon, S.* and Park, Y. (2016) A New Imputation Method to Improve Election Prediction: From Exit Polls of the 19th General Election, The Korean Association for Survey Research, 17(3), 25-51.

33. Jeon, S.*, Kim, K. and Hwang, M. J. (2015) A Forecast of Total Fertility Rate Reflecting Spectrum Period and Structural Change, Statistical Journal, 20(3), 51-70. 

34. Park, Y. and Jeon, S. *(2015) A Study on the Population Structure and Aging of Reunified Korea, Development and Society, 44(3), 411-433. https://www.jstor.org/stable/deveandsoci.44.3.411

35. Kim, K., Choe, S. and Jeon, S.* (2015) A Study on Modeling of First Marriage, Divorce and Remarriage, Journal of the Korean Data Analysis Society , 17(5B), 2447-2459.

36. Park, Y., Jeong, M. and Jeon, S.* (2015) How to Maintain the Financial Stability and Adequacy of Teachers Pension, The Korean Journal of Applied Statistics, 28(4), 643-661.

37. Kim, K. and Jeon, S.* (2015) Scenario Analysis of Fertility in Korea using the Fertility Rate Prediction Model,  The Korean Journal of Applied Statistics, 28(4), 685-701.

38. Jeon, S.*, Kim, S. and Park, Y. (2015) Rejoinder: A Study on the Population Structure of Democratic People’s Republic of Korea, Communications for Statistical Applications and Methods, 22(1), 23-29.

39. Jeon, S.*, Kim, S. and Park, Y. (2015) A Study on the Population Structure of Democratic People’s Republic of Korea, Communications for Statistical Applications and Methods, 22(1), 1-10.

40. Jeon, S.*, Lee, S. and Park, Y. (2014) A Study on the Nonresponse Mechanism and Imputation for the Exit Poll: The Application of Exit Polls of the 19th Assembly Election, The Korean Association for Survey Research, 15(3), 61-83.

41. Park, Y., Jeon, S. and Kim, S. (2012) Sensitivity Analysis for the Sustainability of the National Pension: Changes of Demographical, Institutional, Economic Factors, The Korean Association for Survey Research, 13(3), 137-157.

42. Park, Y., Jeon, S., Kim, S. and Kim, S. (2012) On the Reliability of a National Pension Projection, The Korean Association for Survey Research, 13(2), 129-154.

43. Jeon, S.*, Kim, S. and Park, Y. (2012) Quality Evaluation for Census and Vital Statistics of Korea Using Demographic Analysis, The Korean Association for Survey Research, 13(1), 1-31.

44. Jeon, S.* and Park, Y. (2011) A Stochastic Approach to Traffic Network Performance Index, Journal of The Korean Data Analysis Society, 13(1B), 207-219.

45. Park, Y. and Jeon, S.* (2010) A Study on the Queueing Process with Dynamic Structure for Speed-Flow-Density Diagram, The Korean Journal of Applied Statistics, 23(6), 1-12.

46. Jeon, S.*, Choi, B. and Kim, S. (2009) Pattern Classification of Time-series Data using Spectrum Analysis, Journal of the Korean Data Analysis Society, 11(1B), 349-359.

*contributed as first/corresponding author 

Working Papers

• Jeon, S.* and Kwon, T. (2024+) Sequential Split Household Tree for Projecting Household Composition Ratios. 

• A. Cho, Y. Song, S. Jeon, Y. Ahn, S. Chung, J.K. Kim, S. Suh. (2024+)  Daytime Sleepiness Risk in Shift Working Firefighters Using a Machine Learning Model.

• S. Chae, J. I. Kim, H. Jo, Y. Song, S. Jeon, S. Moon, J. Lee, S. Oh, S. Chung, J. Kim, J. Kim (2024+) Predicting the risk of PTSD among a nationwide cohort of firefighters using a machine learning algorithm.

• Myung, J., Jeon, S., and Chung, H. (2024+) Personal Recommender System using Latent Dirichlet Allocation.  

• Jeon, S.* and Kim, D. (2024+) Regression association in multidimensional contingency tables with ordered responses.

• Jeon, S.* and Kim, D. (2024+) Exploratory directed association and sparsity for small sample multidimensional contingency tables with repeated measured ordered responses.

• Lee, S., S. Jeon, and Shin, Y. (2024+) Predictive model to identify Protective and Risk Factors for Smartphone Overdependence in Children: A Six-Year Cohort Study.

• S. Jeon*, Lee, S., and Shin, Y. (2024+) Trends and Determinants of Smart Device Usage Among Children Over Six Years: Latent Trajectory Classes using a Growth Mixture Model.

• Y.R. Bang, S. Jeon*, J. Ahn, O. Ahmed, S. Yoo, S. Chung (2024+) Validation of the Korean version of the Anxiety and Preoccupation about Sleep Questionnaire and comparisons with other sleep-related cognition scales among the general population.

• E. Jeong, W. Kim, S. Jeon*, J. Kim, S. Chung (2024+) Shortened version of the Dysfunctional Self-focus Attributes Scale (DSAS): a machine learning approach.

• J. H. Kim, S. Jeon*, C. H. K. Park, J. Y. Jun, S. A. Lee, S. Chung, J. Ahn (2024+) Psychometric properties of the Korean version of the Grief Impairment Scale among nursing professionals who experienced death of patients.

• H. Jo, S. Jeon, J. Kim, S. Chung (2024+) Cancer-related Dysfunctional Beliefs and Attitude about Sleep-6 (C-DBAS-6): A shortened version derived by XGBoost.

*contributed as first/corresponding author 

Academic Books

• Choi, J. and Jeon, S. (2013). Survey Methodology 2nd ed., Free Academy, Seoul.

• Choi, J., Jeon, S. and Jin, S. (2007). Principal Component Analysis and Factor Analysis using JMP, Kyowoosa, Seoul.