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Hye-young Kim

Korea University · Medicine

About the Lab

Professor Hye-young Kim's research lab specializes in statistical methodology and public health applications, with a focus on optimizing disease testing strategies—particularly in HIV case identification—through advanced pooling algorithms such as hierarchical, two-dimensional, and three-dimensional array-based methods. The lab investigates the efficiency and error rates of these algorithms under real-world testing error conditions, integrating statistical modeling with epidemiological data from diverse global settings like North Carolina and Zambia. Additionally, the lab explores sociolinguistic patterns in spoken Korean, particularly the use of intensifiers, and their gender- and register-based variations, using large-scale corpus data. The research bridges biostatistics, clinical epidemiology, and health services research to improve diagnostic accuracy and health outcomes.

testing algorithmsHIV case identificationstatistical methodologyerror ratespublic health statistics

Research Overview

Papers
311
Total Citations
7,755
Papers (5y)
66
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
66total
2022
2023
2024
2025
2026
Citations per year (5y)
364total
20222023202420252026

Selected Papers

15
1
Article|1,482 citations·2017
Statistical notes for clinical researchers: Chi-squared test and Fisher's exact test
Hae‐Young Kim
SJR Q2Restorative Dentistry & EndodonticsOA
Statistics, Probability and UncertaintyDecision Sciences
2
Article|147 citations·2007
Comparison of Group Testing Algorithms for Case Identification in the Presence of Test Error
Hae‐Young Kim, Michael G. Hudgens, Jonathan M. Dreyfuss, Daniel Westreich, Christopher D. Pilcher
SJR Q1Biometrics

We derive and compare the operating characteristics of hierarchical and square array-based testing algorithms for case identification in the presence of testing error. The operating characteristics investigated include efficiency (i.e., expected number of tests per specimen) and error rates (i.e., sensitivity, specificity, positive and negative predictive values, per-family error rate, and per-comparison error rate). The methodology is illustrated by comparing different pooling algorithms for th

Infectious DiseasesMedicine
3
Article|70 citations·2010
구어 속 강조적 정도부사의 사용과 의미
김혜영, 강범모
http://koling.jams.or.kr/jams/co/download/popup/poDownload.kci?storFileBean.orteFileId=FI0002451794

The use of intensfiers and other degree adverbs are highly influenced by their surrounding contexts, since their primary role is to show speakers’ emotion and attitude in a more efficient manner. In addition, women's language differs from men's in the use of intensfiers. Since Lakoff(1975), a great amount of attention has been paid to the latter problem. Most of the research, however, has relied either on researcher's own intuition or on small-scale case studies. In this paper we, using Sejong S

4
Article|67 citations·2012
Pregnancy loss and role of infant HIV status on perinatal mortality among HIV-infected women
Hae‐Young Kim, Prisca Kasonde, Mwiya Mwiya, Donald M. Thea, Chipepo Kankasa, Moses Sinkala, Grace M. Aldrovandi, Louise Kuhn
SJR Q2BMC PediatricsOA

BACKGROUND: HIV-infected women, particularly those with advanced disease, may have higher rates of pregnancy loss (miscarriage and stillbirth) and neonatal mortality than uninfected women. Here we examine risk factors for these adverse pregnancy outcomes in a cohort of HIV-infected women in Zambia considering the impact of infant HIV status. METHODS: A total of 1229 HIV-infected pregnant women were enrolled (2001-2004) in Lusaka, Zambia and followed to pregnancy outcome. Live-born infants were t

Infectious DiseasesMedicine
5
Article|65 citations·2013
Statistical notes for clinical researchers: Evaluation of measurement error 1: using intraclass correlation coefficients
Hae‐Young Kim
SJR Q2Restorative Dentistry & EndodonticsOA

Evaluation of measurement error is a fundamental procedure in clinical studies, field surveys, or experimental researches to confirm the reliability of measurements. If we examine oral health status of a patient, the number of caries teeth or degree of periodontal pocket depth need to be similar when an examiner repeated the measuring procedure (intra-examiner reliability) or when two independent examiners repeated the measuring procedure, to guarantee the reliability of measurement. In experime

Statistics, Probability and UncertaintyDecision Sciences
6
Article|64 citations·2009
Chewing function impacts oral health‐related quality of life among institutionalized and community‐dwelling Korean elders
Hae‐Young Kim, Moon‐Sung Jang, Chong‐Pyoung Chung, Dai‐Il Paik, Yong‐Duk Park, Lauren L. Patton, Young Ku
SJR Q1Community Dentistry And Oral Epidemiology

OBJECTIVE: The aim of this study was to assess the association of chewing ability to oral health-related quality of life (OHRQoL) measured by the Oral Health Impact Profile-14 (OHIP-14) controlling for clinical oral health status, self-reported health status, demographic factors, and socioeconomic conditions among community-dwelling and institutionalized Korean elders. METHODS: This cross-sectional study comprised a sample of 307 community-dwelling and 102 institutionalized people over the age o

PeriodonticsDentistry
7
Article|55 citations·2017
Stigma as a barrier to health care utilization among female sex workers and men who have sex with men in Burkina Faso
Hae‐Young Kim, Ashley Grosso, Odette Ky‐Zerbo, Marcel Lougué, Shauna Stahlman, Césaire Samadoulougou, Gautier H. Ouédraogo, Séni Kouanda, Benjamin Liestman, Stefan Baral
SJR Q1Annals of Epidemiology
Sociology and Political ScienceSocial Sciences
8
Article|51 citations·2008
Three‐Dimensional Array‐Based Group Testing Algorithms
Hae‐Young Kim, Michael G. Hudgens
SJR Q1BiometricsOA

We derive the operating characteristics of three-dimensional array-based testing algorithms for case identification in the presence of testing error. The operating characteristics investigated include efficiency (i.e., expected number of tests per specimen) and error rates (e.g., sensitivity, specificity, positive, and negative predictive values). The methods are illustrated by comparing the proposed algorithms with previously studied hierarchical and two-dimensional array algorithms for detecti

Infectious DiseasesMedicine
9
Article|46 citations·2017
A Specific Groove Pattern Can Effectively Induce Osteoblast Differentiation
Chang‐Su Kim, Jin‐Hee Kim, Bokyoung Kim, Young‐Seok Park, Hong‐Kyun Kim, Hong‐Kyun Kim, Hieu Tran, Sang Hoon Kim, Hojeong Jeon, Sangjib Kim, Ji Hyun Sim, Hyun Mu Shin
SJR Q1Advanced Functional MaterialsOA

Abstract Little is known about the principles of surface structure design for orthopedic and dental implants. To find topographical groove patterns that could enhance osteoblast differentiation according to cell type, groove patterns are fabricated with ridges (0.35−7 µm) and grooves (0.65−6 µm) of various widths and explored their mechanisms in improving osteoblast differentiation. This study finds that a groove pattern enhancing osteoblast differentiation is associated with the ability of the

Biomedical EngineeringEngineering
10
Article|46 citations·2014
Impact of dental treatment under general anesthesia on the oral health‐related quality of life of adolescents and adults with special needs
Juhea Chang, Lauren L. Patton, Hae‐Young Kim
SJR Q2European Journal Of Oral Sciences

This study aimed to assess the perception of the family's primary caregiver on the oral health-related quality of life (OHRQoL), and the impact on family dynamics, of dental treatment under general anesthesia (GA) in adolescent and adult patients with intellectual and developmental disabilities (IDD) and neurocognitive disorders. Self-administered questionnaires were completed, before dental treatment, by 116 primary family caregivers of patients who received dental treatment under GA, and 102 (

PeriodonticsDentistry
11
Article|40 citations·2021
Home‐Based Intervention to Test and Start (HITS): a community‐randomized controlled trial to increase HIV testing uptake among men in rural South Africa
Frank Tanser, Hae‐Young Kim, Thulile Mathenjwa, Maryam Shahmanesh, Janet Seeley, Phillippa Matthews, Sally Wyke, Nuala McGrath, Oluwafemi Adeagbo, Benn Sartorius, Handurugamage Manisha Yapa, Thembelihle Zuma
SJR Q1Journal of the International AIDS SocietyOA

INTRODUCTION: The uptake of HIV testing and linkage to care remains low among men, contributing to high HIV incidence in women in South Africa. We conducted the "Home-Based Intervention to Test and Start" (HITS) in a 2x2 factorial cluster randomized controlled trial in one of the World's largest ongoing HIV cohorts in rural South Africa aimed at enhancing both intrinsic and extrinsic motivations for HIV testing. METHODS: Between February and December 2018, in the uMkhanyakude district of KwaZulu

Infectious DiseasesMedicine
12
Article|40 citations·2011
Validation of a Korean version of the Child Oral Health Impact Profile (COHIP) among 8‐ to 15‐year‐old school children
Yong-Soon Ahn, Hae‐Young Kim, Su-Min Hong, Lauren L. Patton, Ji‐Hwan Kim, Hie‐Jin Noh
SJR Q1International Journal of Paediatric Dentistry

OBJECTIVES: The purpose of this study was to assess reliability, discriminant validity, and convergent validity of the Oral Health Impact Profile (COHIP) Korean version in a representative community sample of 8- to 15-year-old Korean children. METHODS: A Korean version of COHIP was developed according to the standard procedure of cross-cultural adaptation of self-reported instruments. A representative community sample of 2236 schoolchildren was selected by cluster sampling method. RESULTS: Mean

PeriodonticsDentistry
13
Article|34 citations·2022
Association of periodontitis, missing teeth, and oral hygiene behaviors with the incidence of hypertension in middle‐aged and older adults in Korea: A 10‐year follow‐up study
Su‐Yeon Hwang, Hannah Oh, Moo‐Yong Rhee, Sang‐Wook Kang, Hae‐Young Kim
SJR Q1Journal of Periodontology

BACKGROUND: The relationship between periodontitis and hypertension remains controversial. This study aimed to investigate the association of periodontitis, missing teeth, and oral hygiene behaviors with the incidence of hypertension. METHODS: A total of 104,349 participants were selected from the National Health Insurance System-Health Screening (NHIS-HEALS) cohort. Incident hypertension and periodontitis were diagnosed based on the patients' clinical records and health examinations. A multivar

PeriodonticsDentistry
14
Article|30 citations·2013
Happiness, subjective and objective oral health status, and oral health behaviors among Korean elders
Hyun‐Seo Yoon, Hae‐Young Kim, Lauren L. Patton, Jin‐Ho Chun, Kwang‐Hak Bae, Miok Lee
SJR Q1Community Dentistry And Oral Epidemiology

OBJECTIVES: This study aims to comprehensively assess the association of subjective and objective oral health status and oral health behaviors with happiness, under consideration of demographic, socioeconomic, and general health-related factors. This study also aims to test whether subjective oral health outcomes are better predictors of happiness compared with objective oral health outcomes. METHODS: The data were collected from 479 community-dwelling elders aged 65 years or over selected by a

Social PsychologyPsychology
15
Article|26 citations·2006
Multilevel analysis of group‐randomized trials with binary outcomes
Hae‐Young Kim, John S. Preisser, R. Gary Rozier, Jayasanker V. Valiyaparambil
SJR Q1Community Dentistry And Oral EpidemiologyOA

OBJECTIVES: Many dental studies have assessed the effectiveness of community- or group-based interventions such as community water fluoridation. These cluster trials, of which group-randomized trials (GRTs) are one type, have design and analysis considerations not found in studies with randomization of treatments to individuals (randomized controlled trials, RCTs). The purpose of this paper is to review analytic methods used for the analysis of binary outcomes from cluster trials and to illustra

Statistics, Probability and UncertaintyDecision Sciences

Research Areas

Infectious DiseasesGeneral Health ProfessionsNutrition and DieteticsEpidemiologyPeriodonticsGenetics

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