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HOME > Osong Public Health Res Perspect > Volume 11(1); 2020 > Article
Short Communication
Contact Transmission of COVID-19 in South Korea: Novel Investigation Techniques for Tracing Contacts
Osong Public Health and Research Perspectives 2020;11(1):60-63.
DOI: https://doi.org/10.24171/j.phrp.2020.11.1.09
Published online: February 28, 2020

Korea Centers for Disease Control and Prevention, Cheongju, Korea

*Corresponding author: COVID-19 National Emergency Response Center, Epidemiology & Case Management Team, Korea Centers for Disease Control & Prevention, Cheongju, Korea, E-mail: okpark8932@gmail.com
• Received: February 13, 2020   • Revised: February 18, 2020   • Accepted: February 18, 2020

Copyright ©2020, Korea Centers for Disease Control and Prevention

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

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  • In the epidemiological investigation of an infectious disease, investigating, classifying, tracking, and managing contacts by identifying the patient’s route are important for preventing further transmission of the disease. However, omissions and errors in previous activities can occur when the investigation is performed through only a proxy interview with the patient. To overcome these limitations, methods that can objectively verify the patient’s claims (medical facility records, Global Positioning System, card transactions, and closed-circuit television) were used for the recent ongoing coronavirus disease 2019 contact investigations in South Korea.
An epidemiological investigation aims to quickly determine the prevalence of an infectious disease whilst simultaneously revealing the cause, and source of the disease, and explore the transmission process to ultimately prevent the spread of the infectious disease [1]. As individuals become the source of the infectious disease, and if person-to-person transmission is suspected, it is important to immediately identify, and manage people that are in close contact with suspected patients [2,3]. In particular, if there are several unknown epidemiological and clinical characteristics, and an effective medical intervention is lacking (as in the case of new infectious diseases such as COVID-19), contact management becomes 1 of the core strategies to minimize additional transmission. For these strategies to be successful, it is necessary to evaluate between-person exposure risk in all locations where there have been confirmed cases (after the onset of symptoms), and to classify contact persons based on this risk. Furthermore, it is also important to eliminate the possibility of exposure to infection in the places visited by the confirmed patient, by performing the appropriate disinfection of areas that can harbor environmental contamination [2]. However, traditional investigative methods, depending on the patient or proxy interview, has the limitation of omissions and errors of previous activities.
The COVID-19 outbreak in China occurred on December 8th, 2019, and the first case in Korea was reported on January 20th, 2020. As of February 14th, the total number of confirmed cases of COVID-19 in Korea was 28. In the current epidemiological investigation contact investigation techniques that were used on a limited basis for the Middle East Respiratory Syndrome (MERS) outbreak in 2015, are being used in all confirmed cases of COVID-19.
This report will provide a general overview of the contact investigation from the COVID-19 National Emergency Response Center, Epidemiology and Case management team and describe the various methods used to evaluate exposure risk.
COVID-19 contact investigation and management comprised of the following: 1) determination of the location of the contact (patient route), 2) exposure risk evaluation, 3) contact classification, and 4) contact management. The location of the contact was determined through the process of preliminary identification, by interviewing patients, and their acquaintances, and by objective verification of the investigated information. Exposure risk evaluation was performed depending on the route of disease transmission, patient characteristics, and environmental characteristics. Based on the results of the evaluation, the contacts were classified into close and casual contacts depending on the exposure [4]. The method of managing the classified contacts was largely distinguished between movement restriction and symptom monitoring. Movement restriction is a legal public health order, and quarantine (isolation), home isolation, or controlled travel is enacted. Symptom monitoring was performed as either active or passive monitoring, depending on the exposure risk (Figure 1).
The methods used to overcome recall and confirmation biases that can occur while determining the location of the contact include checking medical facilities records, phone-based global positioning system (GPS), card transaction records, and closed-circuit television (CCTV; Table 1).
1. History of using medical facilities and visiting pharmacies
History of using medical facilities, and visiting pharmacies was used to estimate the window of time of infection, through an accurate evaluation of the clinical symptoms of the infectious disease, and initial onset of the symptoms. If a medical facility was included in the patient’s route, quarantine of the medical facility was conducted.
2. GPS
Consistency in the recall of the route of the patients identified through interview was evaluated. Additionally, identification of the routes that the patient could not remember was also possible. However, another person’s information can be misunderstood as the patient’s information if the phone is not owned by or carried by the patient. GPS uses cellular phone networks, therefore there are limitations in identifying the exact locations of a patient’s route.
3. Credit card transaction log
Credit card transaction logs were used to assess the consistency in the route of the patient identified through interview, and the scope of contacts was assessed by specifying the locations visited. However, if the patient did not use a credit card under their name or if another person used the patient’s card, the information may be misinterpreted. Thus, rechecking the contents of the credit card log was necessary, and instances of not being able to use the information at the appropriate time may occur.
4. CCTV
By checking the video footage of the location of a patient’s path, CCTV provided help to identify the details of each situation. For example, CCTV was used to evaluate the level of exposure risk by identifying whether the patient wore masks, or had respiratory symptoms such as a cough. The limitations of using CCTV were the lengthy time required to check the CCTV, and the accuracy of patient identification if the CCTV was not inside the facility or the patient was in a blind spot of the camera.
Based on the experience of the MERS outbreak in 2015, laws were revised to supplement the areas that were lacking at the time. Korea Centers for Disease Control and Prevention were able to use relevant information in epidemiological investigations to contain and prevent infection, thus enabling the establishment of a more comprehensive management of infectious diseases. Furthermore, making accurate information available to the general public helps to minimize fear and confusion with respect to the risk of transmissibility of the disease. The use of methods that have objectively verified the patient’s route claims (medical facility records, GPS, card transactions, and CCTV) for COVID-19 contact investigations in South Korea has provided accurate information on the location, and time of exposure, and details of the situation, thus reducing omissions in a patient’s route due to recall or confirmation bias that may have arisen from patient or proxy interviews.
However, the publicization of a patient’s route for the public’s benefit infringes upon the privacy of the patient. Thus, it is necessary to establish a protocol to protect privacy. Equally, more effort should be taken to provide accurate information to the public. Patient information that is unrelated to the communication of risk of infectious diseases must be protected by clearly defining the standards of publicization and reporting of patient information for the public’s benefit when an infectious disease is prevalent.
With regards to responding to the recent prevalence of COVID-19, Korea Centers for Disease Control and Prevention are performing defense activities to contain and prevent infection at the appropriate time, with more objective and accurate methods for monitoring patient contacts by using personal information. However, an evaluation of the effectiveness of these monitoring methods when multiple patients are involved, is necessary after the situation has been controlled. Epidemiological investigations require the collaboration of various related persons and must be conducted through a strict verification process. Furthermore, investigations must be performed using systematic processes with scientific methods and principles, and cycles of continuous evaluation and feedback to identify the etiology, extent, progression and therapy for the infectious disease and the development of public health policies.
Acknowledgements
We thank the relevant ministries, including the Ministry of Interior and Safety, Si/Do and Si/Gun/Gu, medical staff in health centers, and medical facilities for their efforts in responding to cases of COVID-19.
The COVID-19 National Emergency Response Center, Epidemiology and Case Management Team, KCDC and Ministry of Health and Welfare (MOHW) who contributed to this article are as follows:
Ok Park, Young Joon Park, Shin Young Park, Young-Man Kim, Jieun Kim, Jin Lee, Eunmi Park, Dongwook Kim, Byoung-Hak Jeon, Boyeong Ryu, Daehyeon Ko, Eunyoung Kim, Hwami Kim, Hyeyoung Lee, Jin Gwack, Joongho Jo, Jung Hyun Lee, Junghee Hyun, Jungwoo Kim, Jae Kyung Park, Sangeun Lee, Seong Sun Kim, Seung Hwan Shin, Seung Woo Choi, Taeyoung Kim, Un-Na Kim (MOHW), Yeonhee Woo, Yeowon Jin, Yoon Suk Jang, Youngjoon Park, Minwoo Yum.

Conflicts of Interest

The authors declare no competing financial interests.

  • 1. Thacker SB, Stroup DF, Sencer DJ. Epidemic assistance by the Centers for Disease Control and Prevention: Role of the Epidemic Intelligence Service, 1946–2005. Am J Epidemiol 2011;174(11 Suppl). S4−15. PMID: 10.1093/aje/kwr307. PMID: 22135393.ArticlePubMedPDF
  • 2. Centers for Disease Control and Prevention [Internet]. Infection prevention and control recommendations for hospitalized patients with Middle East respiratory syndrome coronavirus (MERS-CoV) Atlanta (GA): Centers for Disease Control and Prevention; 2015 [cited 2015 Jul 27]. Available from: http://www.cdc.gov/coronavirus/mers/infection-prevention-control.html.
  • 3. World Health Organization [Internet]. Infection prevention and control of epidemic and pandemic prone 21 acute respiratory infections in health care: WHO guidelines Geneva (Switzerland): World Health Organization; 2015 [cited 2015 Jul 5]. Available from: http://www.who.int/csr/bioriskreduction/infection_control/publication/en/.
  • 4. Korea Centers for Disease Control and Prevention. COVID-19 Response and Management Guidelines. 3rd ed. Cheongju (Korea): Korea Centers for Disease Control and Prevention; 2020.
Figure 1
Stepwise approach in monitoring contacts when a patient with COVID-19 is detected.
GPS = global positioning system.
ophrp-11-60f1.jpg
Table 1
Information collection methods for the monitoring and management of patients with COVID-19 and their contacts.
Collection item* Purpose and use Advantages Limitations Related branch and institution
History of using medical facilities (Purpose) Identify the clinical symptoms and date of initial onset of symptoms of the patient
  • Obtain medical records and evaluate the date of onset of symptoms

  • Obtain objective data about the clinical symptoms of the patient

  • Specify medical facilities that were visited during the time of exposure

  • Long time needed to review the medical records

  • If there are no related symptoms because the medical facilities were visited for a different illness, it is impossible to obtain related information

National Health Insurance Corporation Health Insurance Review and Assessment Service
GPS (cell phone location) (Purpose) Identify the route of the patient
  • Verify the consistency of the patient claims

  • Additionally check the previous route

  • Use phone GPS (latitude and longitude) data

  • Evaluate the consistency of the patient route identified via interview

  • Obtain additional information about the route that the patient does not remember

  • There are limitations to specify accurate location information because mobile phone locations are used

  • Errors if the name on the phone and location of purchase (overseas) are different

  • Long time needed to view the information if there is a large difference between the time of patient confirmation and date of symptom onset

National Police Agency
Card transaction log (Purpose) Identify the route of the patient
  • Verify the consistency with the patient claims

  • Specify a location for defense against infectious diseases

  • Specify the visited location, and use it to select the scope of contact investigation

  • Monitor detailed route within a location

  • If a card with the patient’s name is not used, the transactions of another person are mixed and need reclassification

Financial Services Commission
CCTV (Purpose) Identify the route of the patient
  • Identify patient’s clinical symptoms

  • Evaluate the exposure risks of contacts

  • Check whether the patient was wearing protective gear (e.g., mask) and the patient’s clinical condition at the corresponding location

  • Help evaluate the risk of exposure if there is a large unspecified number of contacts

  • Long time needed to check the CCTV

  • There are limitations to clearly identify if there is no internal CCTV or blind spots are present

National Police Agency

* Related basis (Infectious Disease Control and Prevention Act Article 76 Section 2 (request to provide information), Infectious Disease Control and Prevention Act Article 32 Section 2 (information that can be requested to be provided).

GPS = global positioning system; CCTV = closed-circuit television.

Figure & Data

References

    Citations

    Citations to this article as recorded by  
    • Privacy risk in contact tracing systems
      Janine L. Spears, Ali Padyab
      Behaviour & Information Technology.2023; 42(2): 174.     CrossRef
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      Laura-Diana Radu, Daniela Popescul
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      Eric Handmann, Sia Wata Camanor, Mosoka P. Fallah, Neima Candy, Davidetta Parker, André Gries, Thomas Grünewald
      BMC Public Health.2023;[Epub]     CrossRef
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      The Korean Journal of Internal Medicine.2023; 38(2): 248.     CrossRef
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      Frontiers in Psychiatry.2023;[Epub]     CrossRef
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      Epidemiology and Health.2023; 45: e2023040.     CrossRef
    • COVID-19 conscience tracing: mapping the moral distances of coronavirus
      David Shaw
      Journal of Medical Ethics.2022; 48(8): 530.     CrossRef
    • Bio-safety and bio-security: A major global concern for ongoing COVID-19 pandemic
      Saud Ali Al Shehri, AM Al-Sulaiman, Sarfuddin Azmi, Sultan S. Alshehri
      Saudi Journal of Biological Sciences.2022; 29(1): 132.     CrossRef
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      Bee-Ah Kang, Sijoung Kwon, Myoungsoon You, Heeyoung Lee
      Occupational and Environmental Medicine.2022; 79(4): 245.     CrossRef
    • COVID-19 vaccine willingness and hesitancy among residents in Qatar: a quantitative analysis based on machine learning
      Muhammad Hafizh, Yousif Badri, Sakib Mahmud, Amir Hafez, Pilsung Choe
      Journal of Human Behavior in the Social Environmen.2022; 32(7): 899.     CrossRef
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      Cadernos de Saúde Pública.2022;[Epub]     CrossRef
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      Journal of Korean Medical Science.2022;[Epub]     CrossRef
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      Lihui Zhou, Wenxin Yan, Shu Li, Hongxi Yang, Xinyu Zhang, Wenli Lu, Jue Liu, Yaogang Wang
      Journal of Global Health.2022;[Epub]     CrossRef
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      Junaid Iqbal Khan, Jebran Khan, Furqan Ali, Farman Ullah, Jamshid Bacha, Sungchang Lee
      IEEE Access.2022; 10: 62613.     CrossRef
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    • Likely community transmission of COVID-19 infections between neighboring, persistent hotspots in Ontario, Canada
      Eliseos J. Mucaki, Ben C. Shirley, Peter K. Rogan
      F1000Research.2022; 10: 1312.     CrossRef
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      M. Machida, H. Kikuchi, T. Kojima, I. Nakamura, R. Saito, T. Nakaya, T. Hanibuchi, T. Takamiya, Y. Odagiri, N. Fukushima, S. Amagasa, H. Watanabe, S. Inoue
      Public Health.2022; 210: 34.     CrossRef
    • The effectiveness of COVID-19 testing and contact tracing in a US city
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      Proceedings of the National Academy of Sciences.2022;[Epub]     CrossRef
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      BMJ Open.2022; 12(12): e063899.     CrossRef
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      BMJ Innovations.2021; 7(1): 243.     CrossRef
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      Nature Communications.2021;[Epub]     CrossRef
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      Epidemiology and Infection.2021;[Epub]     CrossRef
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      International Journal of Infectious Diseases.2021; 108: 428.     CrossRef
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      Communicable Diseases Intelligence.2020;[Epub]     CrossRef
    • The global community needs to swiftly ramp up the response to contain COVID-19
      Dale Fisher, Annelies Wilder-Smith
      The Lancet.2020; 395(10230): 1109.     CrossRef
    • Experts’ request to the Spanish Government: move Spain towards complete lockdown
      Oriol Mitjà, Àlex Arenas, Xavier Rodó, Aurelio Tobias, Joe Brew, José M Benlloch
      The Lancet.2020; 395(10231): 1193.     CrossRef
    • Maximizing the Calm before the Storm: Tiered Surgical Response Plan for Novel Coronavirus (COVID-19)
      Samuel Wade Ross, Cynthia W. Lauer, William S. Miles, John M. Green, Britton A Christmas, Addison K. May, Brent D. Matthews
      Journal of the American College of Surgeons.2020; 230(6): 1080.     CrossRef
    • Coronavirus Disease-19: Summary of 2,370 Contact Investigations of the First 30 Cases in the Republic of Korea

      Osong Public Health and Research Perspectives.2020; 11(2): 81.     CrossRef
    • Only strict quarantine measures can curb the coronavirus disease (COVID-19) outbreak in Italy, 2020
      Henrik Sjödin, Annelies Wilder-Smith, Sarah Osman, Zia Farooq, Joacim Rocklöv
      Eurosurveillance.2020;[Epub]     CrossRef
    • Governance, technology and citizen behavior in pandemic: Lessons from COVID-19 in East Asia
      Rajib Shaw, Yong-kyun Kim, Jinling Hua
      Progress in Disaster Science.2020; 6: 100090.     CrossRef
    • Sub-National Allocation of COVID-19 Tests: An Efficiency Criterion with an Application to Italian Regions
      Christelle Baunez, Mickael Degoulet, Stephane Luchini, Patrick Pintus, Miriam Teschl
      SSRN Electronic Journal .2020;[Epub]     CrossRef
    • The COVID-19 pandemic: a moment for exposure science
      Nicole C. Deziel, Joseph G. Allen, Paul T. J. Scheepers, Jonathan I. Levy
      Journal of Exposure Science & Environmental Epidem.2020; 30(4): 591.     CrossRef
    • National Response to COVID-19 in the Republic of Korea and Lessons Learned for Other Countries
      Juhwan Oh, Jong-Koo Lee, Dan Schwarz, Hannah L. Ratcliffe, Jeffrey F. Markuns, Lisa R. Hirschhorn
      Health Systems & Reform.2020;[Epub]     CrossRef
    • Containing COVID-19 Among 627,386 Persons in Contact With the Diamond Princess Cruise Ship Passengers Who Disembarked in Taiwan: Big Data Analytics
      Chi-Mai Chen, Hong-Wei Jyan, Shih-Chieh Chien, Hsiao-Hsuan Jen, Chen-Yang Hsu, Po-Chang Lee, Chun-Fu Lee, Yi-Ting Yang, Meng-Yu Chen, Li-Sheng Chen, Hsiu-Hsi Chen, Chang-Chuan Chan
      Journal of Medical Internet Research.2020; 22(5): e19540.     CrossRef
    • COVID-19 and MERS Infections in Healthcare Workers in Korea
      Seong-Kyu Kang
      Safety and Health at Work.2020; 11(2): 125.     CrossRef
    • How we should respond to the Coronavirus SARS-CoV-2 outbreak: A German perspective
      F. Jung, V. Krieger, F.T. Hufert, J.-H. Küpper
      Clinical Hemorheology and Microcirculation.2020; 74(4): 363.     CrossRef
    • WHAT HAS THE COVID-19 PANDEMIC TAUGHT US ABOUT ADOPTING PREVENTIVE MEASURES?
      Adriana Cristina de Oliveira, Thabata Coaglio Lucas, Robert Aldo Iquiapaza
      Texto & Contexto - Enfermagem.2020;[Epub]     CrossRef
    • COVID-19: when should quarantine be enforced?
      Chris T Bauch, Madhur Anand
      The Lancet Infectious Diseases.2020; 20(9): 994.     CrossRef
    • COVID-19–We urgently need to start developing an exit strategy
      Eskild Petersen, Sean Wasserman, Shui-Shan Lee, Unyeong Go, Allison H. Holmes, Seif Al-Abri, Susan McLellan, Lucille Blumberg, Paul Tambyah
      International Journal of Infectious Diseases.2020; 96: 233.     CrossRef
    • COVID-19: the virus in the control of culture?
      Lincoln Lopes Ferreira, Antonio Carlos P. Chagas, Wanderley M. Bernardo
      Revista da Associação Médica Brasileira.2020; 66(3): 242.     CrossRef
    • Evaluating How Smartphone Contact Tracing Technology Can Reduce the Spread of Infectious Diseases: The Case of COVID-19
      Enrique Hernandez-Orallo, Pietro Manzoni, Carlos Tavares Calafate, Juan-Carlos Cano
      IEEE Access.2020; 8: 99083.     CrossRef
    • Development and Utilization of a Rapid and Accurate Epidemic Investigation Support System for COVID-19
      Young Joon Park, Sang Yun Cho, Jin Lee, Ikjin Lee, Won-Ho Park, Seungmyeong Jeong, Seongyun Kim, Seokjun Lee, Jaeho Kim, Ok Park
      Osong Public Health and Research Perspectives.2020; 11(3): 118.     CrossRef
    • How could we improve the national projects in health and demography after coronavirus pandemic?
      N. A. Avxentyev, V. S. Nazarov, N. N. Sisigina
      Voprosy Ekonomiki.2020; (6): 22.     CrossRef
    • Public Health Emergency and Crisis Management: Case Study of SARS-CoV-2 Outbreak
      Hemin Choi, Wonhyuk Cho, Min-Hyu Kim, Joon-Young Hur
      International Journal of Environmental Research an.2020; 17(11): 3984.     CrossRef
    • COVID-19 data sources: evaluation of map applications and analysis of behavior changes in Europe’s population
      Vít Pászto, Jaroslav Burian, Karel Macků
      Geografie.2020; 125(2): 171.     CrossRef
    • The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries
      Patrick G. T. Walker, Charles Whittaker, Oliver J. Watson, Marc Baguelin, Peter Winskill, Arran Hamlet, Bimandra A. Djafaara, Zulma Cucunubá, Daniela Olivera Mesa, Will Green, Hayley Thompson, Shevanthi Nayagam, Kylie E. C. Ainslie, Sangeeta Bhatia, Samir
      Science.2020; 369(6502): 413.     CrossRef
    • Public health initiatives from hospitalized patients with COVID-19, China
      Chenkai Zhao, Yueqin Xu, Xu Zhang, Yaping Zhong, Li Long, Wenzhi Zhan, Tingting Xu, Chen Zhan, Yuehan Chen, Jinghai Zhu, Wei Xiao, Miao He
      Journal of Infection and Public Health.2020; 13(9): 1229.     CrossRef
    • COVID-19 in South Korea
      Jun Yong Choi
      Postgraduate Medical Journal.2020; 96(1137): 399.     CrossRef
    • COVID-19 Pandemic and Burden of Non-Communicable Diseases: An Ecological Study on Data of 185 Countries
      M. Reza Azarpazhooh, Negar Morovatdar, Abolfazl Avan, Thanh G Phan, Afshin A. Divani, Nawaf Yassi, Saverio Stranges, Brian Silver, José Biller, Masoud Tokazebani Belasi, Sepideh Kazemi Neya, Bita Khorram, Asher Frydman, Yongchai Nilanont, Elisa Onorati, M
      Journal of Stroke and Cerebrovascular Diseases.2020; 29(9): 105089.     CrossRef
    • Effect of Underlying Comorbidities on the Infection and Severity of COVID-19 in Korea: a Nationwide Case-Control Study
      Wonjun Ji, Kyungmin Huh, Minsun Kang, Jinwook Hong, Gi Hwan Bae, Rugyeom Lee, Yewon Na, Hyoseon Choi, Seon Yeong Gong, Yoon-Hyeong Choi, Kwang-Pil Ko, Jeong-Soo Im, Jaehun Jung
      Journal of Korean Medical Science.2020;[Epub]     CrossRef
    • Innovative countermeasures can maintain cancer care continuity during the coronavirus disease-2019 pandemic in Korea
      Soohyeon Lee, Ah-reum Lim, Min Ja Kim, Yoon Ji Choi, Ju Won Kim, Kyong Hwa Park, Sang Won Shin, Yeul Hong Kim
      European Journal of Cancer.2020; 136: 69.     CrossRef
    • Role of Chest CT in Resource-Driven Healthcare Systems
      Natalie L. Demirjian, Brandon K. K. Fields, Ali Gholamrezanezhad
      American Journal of Roentgenology.2020; 215(3): W36.     CrossRef
    • Contact Tracing during Coronavirus Disease Outbreak, South Korea, 2020
      Young Joon Park, Young June Choe, Ok Park, Shin Young Park, Young-Man Kim, Jieun Kim, Sanghui Kweon, Yeonhee Woo, Jin Gwack, Seong Sun Kim, Jin Lee, Junghee Hyun, Boyeong Ryu, Yoon Suk Jang, Hwami Kim, Seung Hwan Shin, Seonju Yi, Sangeun Lee, Hee Kyoung K
      Emerging Infectious Diseases.2020; 26(10): 2465.     CrossRef
    • Health policy and leadership models during the COVID-19 pandemic: A review
      Maria Nicola, Catrin Sohrabi, Ginimol Mathew, Ahmed Kerwan, Ahmed Al-Jabir, Michelle Griffin, Maliha Agha, Riaz Agha
      International Journal of Surgery.2020; 81: 122.     CrossRef
    • Lessons From South Korea’s Covid-19 Policy Response
      Jongeun You
      The American Review of Public Administration.2020; 50(6-7): 801.     CrossRef
    • Nationwide Results of COVID-19 Contact Tracing in South Korea: Individual Participant Data From an Epidemiological Survey
      Seung Won Lee, Woon Tak Yuh, Jee Myung Yang, Yoon-Sik Cho, In Kyung Yoo, Hyun Yong Koh, Dominic Marshall, Donghwan Oh, Eun Kyo Ha, Man Yong Han, Dong Keon Yon
      JMIR Medical Informatics.2020; 8(8): e20992.     CrossRef
    • The COVID-19 pandemic: critical issues and perspectives for infectious disease prevention in Africa
      Ayodele Oluwaseun Ajayi
      Infection Ecology & Epidemiology.2020;[Epub]     CrossRef
    • COVID-19
      Osakpolor Ogbebor, Zaw Min, Tariq Cheema, Nitin Bhanot
      Critical Care Nursing Quarterly.2020; 43(4): 343.     CrossRef
    • Awareness of Health Professionals on COVID-19 and Factors Affecting It Before and During Index Case in North Shoa Zone, Ethiopia, 2020


      Ayele Abebe, Abinet Mekuria, Awraris Balchut
      Infection and Drug Resistance.2020; Volume 13: 2979.     CrossRef
    • COVID-19: Weighing the Endeavors of Nations, with Time to Event Analysis
      Shine Stephen, Alwin Issac, Jaison Jacob, VR Vijay, Rakesh Vadakkethil Radhakrishnan, Nadiya Krishnan
      Osong Public Health and Research Perspectives.2020; 11(4): 149.     CrossRef
    • Coronavirus Disease 2019 (COVID-19) diagnostic technologies: A country-based retrospective analysis of screening and containment procedures during the first wave of the pandemic
      Brandon K.K. Fields, Natalie L. Demirjian, Ali Gholamrezanezhad
      Clinical Imaging.2020; 67: 219.     CrossRef
    • Journey to the East: COVID-19 Lessons From the East
      Samuel S. Y. Wang
      Asia Pacific Journal of Public Health.2020; 32(8): 513.     CrossRef
    • COVID-19 healthcare demand and mortality in Sweden in response to non-pharmaceutical mitigation and suppression scenarios
      Henrik Sjödin, Anders F Johansson, Åke Brännström, Zia Farooq, Hedi Katre Kriit, Annelies Wilder-Smith, Christofer Åström, Johan Thunberg, Mårten Söderquist, Joacim Rocklöv
      International Journal of Epidemiology.2020; 49(5): 1443.     CrossRef
    • Lessons learnt from easing COVID-19 restrictions: an analysis of countries and regions in Asia Pacific and Europe
      Emeline Han, Melisa Mei Jin Tan, Eva Turk, Devi Sridhar, Gabriel M Leung, Kenji Shibuya, Nima Asgari, Juhwan Oh, Alberto L García-Basteiro, Johanna Hanefeld, Alex R Cook, Li Yang Hsu, Yik Ying Teo, David Heymann, Helen Clark, Martin McKee, Helena Legido-Q
      The Lancet.2020; 396(10261): 1525.     CrossRef
    • Natural outbreaks and bioterrorism: How to deal with the two sides of the same coin?
      Lionel Koch, Anne-Aurelie Lopes, Avelina Maiguy, Sophie Guillier, Laurent Guillier, Jean-Nicolas Tournier, Fabrice Biot
      Journal of Global Health.2020;[Epub]     CrossRef
    • Retour d’expérience sur Covisan : un dispositif médicosocial pour casser les chaînes de transmission de la Covid-19
      J. Pernet, H. de Bonnières, C. Breton, V. Hirsch, J.S. Molitor, D. Boutolleau, R. Piarroux, P. Hausfater
      Annales françaises de médecine d’urgence.2020; 10(4-5): 306.     CrossRef
    • Retour d’expérience sur la réorganisation d’un service d’urgence de centre hospitalo-universitaire en réponse à l’épidémie de Covid-19
      M. Drogrey, J. Pernet, P. Hausfater
      Annales françaises de médecine d’urgence.2020; 10(4-5): 233.     CrossRef
    • Evaluating the Effectiveness of COVID-19 Bluetooth-Based Smartphone Contact Tracing Applications
      Enrique Hernández-Orallo, Carlos T. Calafate, Juan-Carlos Cano, Pietro Manzoni
      Applied Sciences.2020; 10(20): 7113.     CrossRef
    • COVID-19 testing and infection surveillance: Is a combined digital contact-tracing and mass-testing solution feasible in the United States?
      Devin Skoll, Jennifer C. Miller, Leslie A. Saxon
      Cardiovascular Digital Health Journal.2020; 1(3): 149.     CrossRef
    • Delay-adjusted age- and sex-specific case fatality rates for COVID-19 in South Korea: Evolution in the estimated risk of mortality throughout the epidemic
      A.T. Newall, R.N.F. Leong, A. Nazareno, D.J. Muscatello, J.G. Wood, W.J. Kim
      International Journal of Infectious Diseases.2020; 101: 306.     CrossRef
    • Heralding the Digitalization of Life in Post-Pandemic East Asian Societies
      Calvin Wai-Loon Ho, Karel Caals, Haihong Zhang
      Journal of Bioethical Inquiry.2020; 17(4): 657.     CrossRef
    • Intensive Care Unit Capacity and Its Associated Risk Factors During the COVID-19 Surge in the Republic of Korea: Analysis Using Nationwide Health Claims Data


      Seung Heon Lee, So-Youn Park, Jeong-Yeon Seon, Woo-Hwi Jeon, Sung Il Nam, Jong-Hak Park, Jae Seok Park, Hae-Young Kim, Niket Thakkar, Prashanth Selvaraj, Anna Bershteyn, In-Hwan Oh
      Risk Management and Healthcare Policy.2020; Volume 13: 2571.     CrossRef
    • The Facts, Fallacies and Uncertainties about Coronavirus Disease 2019 (COVID-19)
      Tow Keang Lim
      Annals of the Academy of Medicine, Singapore.2020; 49(6): 343.     CrossRef
    • Digital contact tracing technologies in epidemics: a rapid review
      Andrew Anglemyer, Theresa HM Moore, Lisa Parker, Timothy Chambers, Alice Grady, Kellia Chiu, Matthew Parry, Magdalena Wilczynska, Ella Flemyng, Lisa Bero
      Cochrane Database of Systematic Reviews.2020;[Epub]     CrossRef
    • Initial estimates of COVID-19 infections in hospital workers in the United States during the first wave of pandemic
      Junaid A. Razzak, Junaid A. Bhatti, Muhammad Ramzan Tahir, Omrana Pasha-Razzak, Oathokwa Nkomazana
      PLOS ONE.2020; 15(12): e0242589.     CrossRef
    • Effective Control of COVID-19 in South Korea: Cross-Sectional Study of Epidemiological Data
      Gwang Hun Jeong, Hyo Jeong Lee, Jinhee Lee, Jun Young Lee, Keum Hwa Lee, Young Joo Han, Sojung Yoon, Seohyun Ryu, Da Kyung Kim, Myung Bae Park, Jae Won Yang, Maria Effenberger, Michael Eisenhut, Sung Hwi Hong, Andreas Kronbichler, Ramy Abou Ghayda, Jae Il
      Journal of Medical Internet Research.2020; 22(12): e22103.     CrossRef
    • Evidence of Long-Distance Droplet Transmission of SARS-CoV-2 by Direct Air Flow in a Restaurant in Korea
      Keun-Sang Kwon, Jung-Im Park, Young Joon Park, Don-Myung Jung, Ki-Wahn Ryu, Ju-Hyung Lee
      Journal of Korean Medical Science.2020;[Epub]     CrossRef
    • Why many countries failed at COVID contact-tracing — but some got it right
      Dyani Lewis
      Nature.2020; 588(7838): 384.     CrossRef
    • The Serial Interval of COVID-19 in Korea: 1,567 Pairs of Symptomatic Cases from Contact Tracing
      Kwan Hong, Sujin Yum, Jeehyun Kim, Byung Chul Chun
      Journal of Korean Medical Science.2020;[Epub]     CrossRef
    • A Public Platform for Virtual IoT-Based Monitoring and Tracking of COVID-19
      Younchan Jung, Ronnel Agulto
      Electronics.2020; 10(1): 12.     CrossRef
    • The feasibility of organ transplantation during the COVID-19 outbreak: experiences from South Korea
      Juhan Lee, Eun Jin Kim, Kyong Ihn, Jae Geun Lee, Dong Jin Joo, Myoung Soo Kim, Soon Il Kim, Yu Seun Kim, Kyu Ha Huh
      Korean Journal of Transplantation.2020; 34(4): 257.     CrossRef

    Figure

    PHRP : Osong Public Health and Research Perspectives