교수진
교수진
김혜영
- 직위 교수
- 학부 보건정책관리학부
- 연구분야 Biostatistics; Psychometrics; Oral health; Machine learning Prediction Model of Health, Adolescents, Middle-aged, Older population; Oral Health and Systemic Health Effects.
- 전화번호 02-3290-5667
- 연구실 하나과학관 B동 371호
- 이메일 kimhaey@korea.ac.kr
학력
Ph.D. in Biostatistics, School of Public Health, Seoul National University
Ph.D. in Psychometrics, Sungshin Women’s University
M.A. in Biostatistics, School of Public Health, Seoul National University
B.A. School of Dentistry, Seoul National University
Ph.D. in Psychometrics, Sungshin Women’s University
M.A. in Biostatistics, School of Public Health, Seoul National University
B.A. School of Dentistry, Seoul National University
경력 및 수상
<주요 경력>
▪ 2010-present. Professor, School of Health Policy and Management, Korea University, Seoul, Korea
▪ 2009-2010. Assistant Professor, Department of Dental Hygiene, Eulji University, Seongnam, Korea
▪ 2005-2008. Adjunct Professor, School of Dentistry, University of North Carolina at Chapel Hill, USA
▪ 2003-2005. Post-doctoral fellow, School of Dentistry, University of North Carolina at Chapel Hill, USA
<대외활동>
▪ 2023-present. Specialist Committee Member, Humanities and Social Sciences Research Division, National Research Foundation of Korea (한국연구재단)
▪ 2023-present. Specialist Committee Member, Cultural Convergence Division, National Research Foundation of Korea (한국과학기술기획평가원 범부처평가원)
▪ 2022-present. Advisory Committee Member, Advisory Committee on Disease Diagnostic Technology, Animal and Plant Quarantine Agency (농림축산검역본부)
▪ 2022-2023. Examiner and Evaluator, National Examination of Public Health Officials, Korea (보건공무원 국가고시)
▪ 2025-present. Evaluation Committee Member, Korea University Institutional Review Board (IRB 심사위원)
▪ 2025-present. Editorial Board Member, journal of advanced Prosthodontics
▪ 2016-present. Evaluation Committee Member, Korea University Institutional Animal Care & Use Committee (IACUC 심사위원)
▪ 2015-present. Editorial Board Member, Journal of Periodontal & Implant Science
▪ 2014-present. Editorial Board Member, Restorative Dentistry & Endodontics
▪ 2011-present. Editorial Board Member, korean academy of Oral Health (대한구강보건학회지)
▪ 2010-2020. Editorial Board Member, The Korean Journal of Orthodontics
<수상>
▪ 2025. 50th Comprehensive Conference on Public Health, Poster Section, Minister of Health and Welfare Award (Grand Prize) (보건학종합학술대회 보건복지부장관상)
▪ 2022, 2014, 2012. Excellent Teaching Award(우수강의상), Korea University.
▪ 2020, 2017, 2012. Seoktop Teaching Award (석탑강의상, Top 5%), Korea University.
▪ 2019. Seoktop Research Award (석탑 연구상, Top 3%), Korea University
▪ 2018. Outstanding Contribution in Reviewing, awarded April 2018, The Journal of Adolescent Health
▪ 2012. Best Paper Award, Korean Academy of Oral Health.
▪ 2010. Leading Professionals of the World 2010 in Oral Health area, International Biographical Centre.
▪ 2006. Excellence Award in Academic Presentation Conference, Seoul National University.
▪ 2010. Best Doctoral Dissertation Award (최우수 박사학위 논문상), Graduate School of Public Health, Seoul National University.
더보기
▪ 2010-present. Professor, School of Health Policy and Management, Korea University, Seoul, Korea
▪ 2009-2010. Assistant Professor, Department of Dental Hygiene, Eulji University, Seongnam, Korea
▪ 2005-2008. Adjunct Professor, School of Dentistry, University of North Carolina at Chapel Hill, USA
▪ 2003-2005. Post-doctoral fellow, School of Dentistry, University of North Carolina at Chapel Hill, USA
<대외활동>
▪ 2023-present. Specialist Committee Member, Humanities and Social Sciences Research Division, National Research Foundation of Korea (한국연구재단)
▪ 2023-present. Specialist Committee Member, Cultural Convergence Division, National Research Foundation of Korea (한국과학기술기획평가원 범부처평가원)
▪ 2022-present. Advisory Committee Member, Advisory Committee on Disease Diagnostic Technology, Animal and Plant Quarantine Agency (농림축산검역본부)
▪ 2022-2023. Examiner and Evaluator, National Examination of Public Health Officials, Korea (보건공무원 국가고시)
▪ 2025-present. Evaluation Committee Member, Korea University Institutional Review Board (IRB 심사위원)
▪ 2025-present. Editorial Board Member, journal of advanced Prosthodontics
▪ 2016-present. Evaluation Committee Member, Korea University Institutional Animal Care & Use Committee (IACUC 심사위원)
▪ 2015-present. Editorial Board Member, Journal of Periodontal & Implant Science
▪ 2014-present. Editorial Board Member, Restorative Dentistry & Endodontics
▪ 2011-present. Editorial Board Member, korean academy of Oral Health (대한구강보건학회지)
▪ 2010-2020. Editorial Board Member, The Korean Journal of Orthodontics
<수상>
▪ 2025. 50th Comprehensive Conference on Public Health, Poster Section, Minister of Health and Welfare Award (Grand Prize) (보건학종합학술대회 보건복지부장관상)
▪ 2022, 2014, 2012. Excellent Teaching Award(우수강의상), Korea University.
▪ 2020, 2017, 2012. Seoktop Teaching Award (석탑강의상, Top 5%), Korea University.
▪ 2019. Seoktop Research Award (석탑 연구상, Top 3%), Korea University
▪ 2018. Outstanding Contribution in Reviewing, awarded April 2018, The Journal of Adolescent Health
▪ 2012. Best Paper Award, Korean Academy of Oral Health.
▪ 2010. Leading Professionals of the World 2010 in Oral Health area, International Biographical Centre.
▪ 2006. Excellence Award in Academic Presentation Conference, Seoul National University.
▪ 2010. Best Doctoral Dissertation Award (최우수 박사학위 논문상), Graduate School of Public Health, Seoul National University.
연구논문
Selective peer-reviewed journals(*: Corresponding Author)
Hyunkyeong Jo, Hae-Young Kim*, Ki-Bong Choi, Young-Sun Kim, Young-Bin Seo et al. Health and family factors predicting suicidal ideation among middle-aged Korean adults: an explainable machine learning approach. Psychiatry Investigation (2026 Jan)
Songhee Ko, Heesung Yang, Namsu Kim, Kibong Choi, Hae-Young Kim*, Kyounghae Kim*. Machine Learning Techniques for Identifying Lifestyle Factors Associated with Low Back Pain in Adults Aged 50 and Older Using Data from the Korean National Health and Nutrition Examination Survey. Nursing & Health Sciences (2025 Nov)
HoJung Ahn, Hae-Young Kim*, Ki-Bong Choi, Hyunkyeong Jo, Young-Bin Seo, Sunmi Song, Junesun Kim. Comparison of factors distinguishing suicide attempters among suicidal ideators and factors associated with suicidal ideation and attempts using machine learning models in South Korean adolescents. J Psychiatr Res (2025 Nov)
Suwon Hwang, Mankyu Choi, Hae-Young Kim. Health literacy and its influencing factors among the chronically ill: Insights from a population survey. Health Promotion International (2025 Aug)
Youngbin Seo, Hae-Young Kim*, KiBong Choi, Sunmi Song, Junesun Kim. Contribution of Chronic Disease in Predicting Depression and Suicidal Ideation Among the Older Adult Population Using Machine Learning Methods. Psychiatry Investigation (2025 Sep)
우현재, 김혜영*. 청소년의 주관적 체형인지와 체중조절 노력이 마약류를 포함한 약물 사용 경험에 미치는 요인. 보건교육건강증진학회지 (2025 6월)
Eun-Seo Jung, Hae-Young Kim*. Association of Periodontal Disease and Tooth Loss with Cancer in Korean Adults: A Nationwide Cross-Sectional Study. Oral Health and Preventive Dentistry (2025 May)
Eun-Seo Jung, Hae-Young Kim*. Association between systemic health indicators and periodontal disease in Korean adults: A nationwide cross-sectional study. Asia Pacific Journal of Public Health (2025 May
Eun-Seo Jung, Ki-Bong Choi, Hae-Young Kim*. Performance evaluation and analysis of machine learning algorithms for predicting periodontal disease. J Health Info Stat (2025 May)
Sunmi Song, YoungBin Seo, SeoYeon Hwang, Hae-Young Kim, Junesun Kim. Digital Phenotyping of Geriatric Depression Using a Community-Based Digital Mental Health Monitoring Platform for Socially Vulnerable Older Adults and Their Community Caregivers: 6-Week Living Lab Single-Arm Pilot Study. JMIR mHealth and uHealth (2024 Dec)
Hae-Young Kim, Jinsook Kim, Su-Min Hong. Do oral health-related quality of life and magnitude of its association with malocclusion differ by developmental stages of schoolchildren? American Journal of Orthodontics and Dentofacial Orthopedics (2023 JAN)
우현재, 이홍림, 김혜영*. 서울시 학교 주변의 식품환경과 청소년 식생활 및 비만 관련성. 보건교육건강증진학회지 (2022 12월)
Su-Yeon Hwang, Hannah Oh, Moo-Yong Rhee, Sangwook Kang, Hae-Young Kim*. 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. J Periodontology (2022 SEP)
Hae-Young Kim. Recent advances in statistics. (Editorial) J Periodontal & Implant Science (2022 Jun)
고은혜, 송선미, 허순임, 김혜영*. 경제적 불안정이 자살생각 경험에 미치는 영향: 중‧노년기 장애인과 비장애인의 비교를 중심으로. 보건사회연구 (2021 6월)
Su-Yeon Hwang, Sunmi Song, Eun-Sil Choi, Hae-Young Kim*. Association between dental diagnostic X-ray exposure and the risk of thyroid cancer: A meta-analysis based on case-control studies. Journal of Korean Society of Dental Hygiene (2020 Jun)
Eun-Sil Choi, Jae-In Ryu, Lauren L. Patton, Hae-Young Kim*. An item-level analysis on the relationship between orthodontic treatment need and oral health-related quality of life among Korean schoolchildren aged 8 to 15 years. Am J Orthod Dentofacial Orthop (2019 Mar)
Su-Yeon Hwang, Eun-Sil Choi, Young-Sun Kim, Bo-Eun Gim, Mina Ha, Hae-Young Kim*. Health effects from exposure to dental diagnostic X-ray. Environmental Health and Toxicology (2018 Nov)
황수연, 김혜영*. 폐경기 여성의 영양소 섭취에 따른 치주질환과의 관련성: 국민건강조사 제 6기 1차년도(2013) 자료를 이용하여. J Korean Soc Dent Hyg (2018 Jan)
Eunshil Choi, Jiyoung Lyu, Lauren L Patton, Hae-Young Kim*. 한국노인의 전신건강상태와 주관적 구강건강 관련성. 대한구강보건학회지 (2017 Jan)
Jiyoung Lyu, Hae-Young Kim*. Gender-Specific Incidence and Predictors of Cognitive Impairment among Older Koreans: Findings from a 6-year Prospective Cohort Study. Journal of Psychiatry Investigation. (2016 Sep)
최은실, 김혜영*. 지역수준의 사회경제적 특성이 치석제거 경험여부에 미치는 영향: 다수준 분석. 구강보건학회지 (2016 Jun)
Jiyoung Lyu, Seungah H Lee, Hae-Young Kim. Associations between healthy lifestyles and health outcomes among older Koreans. Geriatrics Gerontology Int. (2016 Jun)
김보은, 조영일, 유지영, 최은실, 김혜영*. 성인기와 노년기별 기혼남성 근로자의 일-가정 양립 어려움과 우울, 자아존중감의 관계. 보건사회연구 (2016 5월)
Young Il Cho, Soonmook Lee, Lauren L Patton, Hae-Young Kim*. Confirmative factor analysis of the Child Oral Health Impact Profile (Korean version). European J Oral Sci (2016 Apr)
더보기
Hyunkyeong Jo, Hae-Young Kim*, Ki-Bong Choi, Young-Sun Kim, Young-Bin Seo et al. Health and family factors predicting suicidal ideation among middle-aged Korean adults: an explainable machine learning approach. Psychiatry Investigation (2026 Jan)
Songhee Ko, Heesung Yang, Namsu Kim, Kibong Choi, Hae-Young Kim*, Kyounghae Kim*. Machine Learning Techniques for Identifying Lifestyle Factors Associated with Low Back Pain in Adults Aged 50 and Older Using Data from the Korean National Health and Nutrition Examination Survey. Nursing & Health Sciences (2025 Nov)
HoJung Ahn, Hae-Young Kim*, Ki-Bong Choi, Hyunkyeong Jo, Young-Bin Seo, Sunmi Song, Junesun Kim. Comparison of factors distinguishing suicide attempters among suicidal ideators and factors associated with suicidal ideation and attempts using machine learning models in South Korean adolescents. J Psychiatr Res (2025 Nov)
Suwon Hwang, Mankyu Choi, Hae-Young Kim. Health literacy and its influencing factors among the chronically ill: Insights from a population survey. Health Promotion International (2025 Aug)
Youngbin Seo, Hae-Young Kim*, KiBong Choi, Sunmi Song, Junesun Kim. Contribution of Chronic Disease in Predicting Depression and Suicidal Ideation Among the Older Adult Population Using Machine Learning Methods. Psychiatry Investigation (2025 Sep)
우현재, 김혜영*. 청소년의 주관적 체형인지와 체중조절 노력이 마약류를 포함한 약물 사용 경험에 미치는 요인. 보건교육건강증진학회지 (2025 6월)
Eun-Seo Jung, Hae-Young Kim*. Association of Periodontal Disease and Tooth Loss with Cancer in Korean Adults: A Nationwide Cross-Sectional Study. Oral Health and Preventive Dentistry (2025 May)
Eun-Seo Jung, Hae-Young Kim*. Association between systemic health indicators and periodontal disease in Korean adults: A nationwide cross-sectional study. Asia Pacific Journal of Public Health (2025 May
Eun-Seo Jung, Ki-Bong Choi, Hae-Young Kim*. Performance evaluation and analysis of machine learning algorithms for predicting periodontal disease. J Health Info Stat (2025 May)
Sunmi Song, YoungBin Seo, SeoYeon Hwang, Hae-Young Kim, Junesun Kim. Digital Phenotyping of Geriatric Depression Using a Community-Based Digital Mental Health Monitoring Platform for Socially Vulnerable Older Adults and Their Community Caregivers: 6-Week Living Lab Single-Arm Pilot Study. JMIR mHealth and uHealth (2024 Dec)
Hae-Young Kim, Jinsook Kim, Su-Min Hong. Do oral health-related quality of life and magnitude of its association with malocclusion differ by developmental stages of schoolchildren? American Journal of Orthodontics and Dentofacial Orthopedics (2023 JAN)
우현재, 이홍림, 김혜영*. 서울시 학교 주변의 식품환경과 청소년 식생활 및 비만 관련성. 보건교육건강증진학회지 (2022 12월)
Su-Yeon Hwang, Hannah Oh, Moo-Yong Rhee, Sangwook Kang, Hae-Young Kim*. 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. J Periodontology (2022 SEP)
Hae-Young Kim. Recent advances in statistics. (Editorial) J Periodontal & Implant Science (2022 Jun)
고은혜, 송선미, 허순임, 김혜영*. 경제적 불안정이 자살생각 경험에 미치는 영향: 중‧노년기 장애인과 비장애인의 비교를 중심으로. 보건사회연구 (2021 6월)
Su-Yeon Hwang, Sunmi Song, Eun-Sil Choi, Hae-Young Kim*. Association between dental diagnostic X-ray exposure and the risk of thyroid cancer: A meta-analysis based on case-control studies. Journal of Korean Society of Dental Hygiene (2020 Jun)
Eun-Sil Choi, Jae-In Ryu, Lauren L. Patton, Hae-Young Kim*. An item-level analysis on the relationship between orthodontic treatment need and oral health-related quality of life among Korean schoolchildren aged 8 to 15 years. Am J Orthod Dentofacial Orthop (2019 Mar)
Su-Yeon Hwang, Eun-Sil Choi, Young-Sun Kim, Bo-Eun Gim, Mina Ha, Hae-Young Kim*. Health effects from exposure to dental diagnostic X-ray. Environmental Health and Toxicology (2018 Nov)
황수연, 김혜영*. 폐경기 여성의 영양소 섭취에 따른 치주질환과의 관련성: 국민건강조사 제 6기 1차년도(2013) 자료를 이용하여. J Korean Soc Dent Hyg (2018 Jan)
Eunshil Choi, Jiyoung Lyu, Lauren L Patton, Hae-Young Kim*. 한국노인의 전신건강상태와 주관적 구강건강 관련성. 대한구강보건학회지 (2017 Jan)
Jiyoung Lyu, Hae-Young Kim*. Gender-Specific Incidence and Predictors of Cognitive Impairment among Older Koreans: Findings from a 6-year Prospective Cohort Study. Journal of Psychiatry Investigation. (2016 Sep)
최은실, 김혜영*. 지역수준의 사회경제적 특성이 치석제거 경험여부에 미치는 영향: 다수준 분석. 구강보건학회지 (2016 Jun)
Jiyoung Lyu, Seungah H Lee, Hae-Young Kim. Associations between healthy lifestyles and health outcomes among older Koreans. Geriatrics Gerontology Int. (2016 Jun)
김보은, 조영일, 유지영, 최은실, 김혜영*. 성인기와 노년기별 기혼남성 근로자의 일-가정 양립 어려움과 우울, 자아존중감의 관계. 보건사회연구 (2016 5월)
Young Il Cho, Soonmook Lee, Lauren L Patton, Hae-Young Kim*. Confirmative factor analysis of the Child Oral Health Impact Profile (Korean version). European J Oral Sci (2016 Apr)
학부,대학원 담당과목
<학부>
▪ Introduction to Biostatistics (보건통계학개론)
▪ Advanced Biostatistics (중급보건통계학)
▪ Capstone 1: Utilization of Public Health and Medical Data (캡스톤 1: 공공보건의료데이터활용)
<대학원>
▪ Introductory Biostatistics (보건통계학)
▪ Advanced Biostatistics (중급보건통계학)
▪ Health Bic Data Analysis (보건빅데이터분석론)
▪ Multilevel Analysis and Time-series Analysis (다수준분석과 시계열분석)
▪ Structural Equation Modeling (구조방정식 연구)
더보기
▪ Introduction to Biostatistics (보건통계학개론)
▪ Advanced Biostatistics (중급보건통계학)
▪ Capstone 1: Utilization of Public Health and Medical Data (캡스톤 1: 공공보건의료데이터활용)
<대학원>
▪ Introductory Biostatistics (보건통계학)
▪ Advanced Biostatistics (중급보건통계학)
▪ Health Bic Data Analysis (보건빅데이터분석론)
▪ Multilevel Analysis and Time-series Analysis (다수준분석과 시계열분석)
▪ Structural Equation Modeling (구조방정식 연구)
단행본
▪ 이태림, 김호, 김혜영, 박소희, 박현애. eStat.me를 활용한 보건통계학. 메디시언 2024.
▪ 강명신, 김백일, 김혜영, 김희진, 박용덕, 박호원, 이주연, 조영수. 치과의사 (삐에르포샤르 저), 지식을 만드는 지식 2013.
더보기
▪ 강명신, 김백일, 김혜영, 김희진, 박용덕, 박호원, 이주연, 조영수. 치과의사 (삐에르포샤르 저), 지식을 만드는 지식 2013.
