Article Text


Assessing the health effects associated with occupational radiation exposure in Korean radiation workers: protocol for a prospective cohort study
  1. Songwon Seo1,
  2. Wan Young Lim1,
  3. Dal Nim Lee1,
  4. Jung Un Kim1,
  5. Eun Shil Cha2,
  6. Ye Jin Bang2,
  7. Won Jin Lee2,
  8. Sunhoo Park1,
  9. Young Woo Jin1
  1. 1 Laboratory of Low Dose Risk Assessment, National Radiation Emergency Medical Center, Korea Institute of Radiological and Medical Sciences, Nowon-gu, Seoul, Korea
  2. 2 Department of Preventive Medicine, Korea University College of Medicine, Seoul, Korea
  1. Correspondence to Dr Young Woo Jin; ywjin{at}


Introduction The cancer risk of radiation exposure in the moderate-to-high dose range has been well established. However, the risk remains unclear at low-dose ranges with protracted low-dose rate exposure, which is typical of occupational exposure. Several epidemiological studies of Korean radiation workers have been conducted, but the data were analysed retrospectively in most cases. Moreover, groups with relatively high exposure, such as industrial radiographers, have been neglected. Therefore, we have launched a prospective cohort study of all Korean radiation workers to assess the health effects associated with occupational radiation exposure.

Methods and analysis Approximately 42 000 Korean radiation workers registered with the Nuclear Safety and Security Commission from 2016 to 2017 are the initial target population of this study. Cohort participants are to be enrolled through a nationwide self-administered questionnaire survey between 24 May 2016 and 30 June 2017. As of 31 March 2017, 22 982 workers are enrolled in the study corresponding to a response rate of 75%. This enrolment will be continued at 5-year intervals to update information on existing study participants and recruit newly hired workers. Survey data will be linked with the national dose registry, the national cancer registry, the national vital statistics registry and national health insurance data via personal identification numbers. Age-specific and sex-specific standardised incidence and mortality ratios will be calculated for overall comparisons of cancer risk. For dose–response assessment, excess relative risk (per Gy) and excess absolute risk (per Gy) will be estimated with adjustments for birth year and potential confounders, such as lifestyle factors and socioeconomic status.

Ethics and dissemination This study has received ethical approval from the institutional review board of the Korea Institute of Radiological and Medical Sciences (IRB No. K-1603-002-034). All participants provided written informed consent prior to enrolment. The findings of the study will be disseminated through scientific peer-reviewed journals and be provided to the public, including radiation workers, via the study website ( and onsite radiation safety education.

  • epidemiology
  • public health

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Strengths and limitations of this study

  • Prospective cohort study of ‘radiation workers’, including all occupations.

  • Data linkage of the national health resources including cancer, non-cancer disease and laboratory biomarkers.

  • Adjustment for potential confounding variables.

  • Limited sample size and retired workers not included in the cohort.

  • Continued long-term follow-up is necessary to extract full value from the cohort.


Studies of workers in radiation-related occupations provide an opportunity to assess the health risks of low-dose ionising radiation exposure. Various epidemiological studies of occupational exposure to ionising radiation have been conducted in the form of national or international collaborative studies.1 2 Adverse health effects, such as all cancers other than leukaemia combined, lung cancer, leukaemia excluding chronic lymphocytic leukaemia and circulatory diseases, have been reported in some single-nation studies, from the UK,3 Russia,4–6 the USA,7–11 Canada12 and France.13 In addition, a recent international large-scale cohort study indicated an increased risk of cancer from protracted low-dose exposure.14 15 Although these international efforts have been able to accumulate scientific evidence of health effects in occupationally exposed populations and provided more precise dose–response estimates than single-nation studies, findings from these studies at low-dose ranges, particularly <100 mSv, should be still interpreted with caution due to wide confidence intervals for risk estimates and limited information on confounders. Moreover, given that baseline risks possibly differ from nation to nation, generalisations of the findings to other populations should be made with caution. Thus, to supplement international collaborative studies, it is important to evaluate the health effects of low-dose ionising radiation in national studies reflecting the characteristics of the particular country, including comprehensive information on confounding factors.

In Korea, workers in radiation-related occupations are registered with two independent government agencies depending on their occupation: diagnostic radiation workers under the Centers for Disease Control and Prevention and nuclear-related workers under the Nuclear Safety and Security Commission (NSSC). We use the term ‘radiation workers’ for nuclear-related workers henceforth in this paper. A prospective cohort study of diagnostic radiation workers was launched about 5 years ago16 17 following the suggestion of an elevated cancer risk in diagnostic medical workers from a retrospective study.18 For Korean radiation workers, sparse information is available from two studies that are limited by a short follow-up and sparse information on confounding variables.19 20 Moreover, industrial radiography, which is one of the non-destructive testing (NDT) technologies, has been reported to not only have the highest effective dose,21 but also to account for the majority of occupational cancer incidence among all radiation-related occupations.22 23 However, industrial radiographers have been relatively neglected compared with nuclear power plant workers.

Therefore, we have launched a prospective cohort study of all Korean radiation workers, including industrial radiographers, to assess the health effects associated with protracted low-dose radiation exposure, which has comprehensive information on potential confounding variables and long-term follow-up.

Methods and analysis

Study population and design

The Korean radiation workers study (KRWS) is a prospective cohort study, and the initial target population includes approximately 42 000 Korean radiation workers registered with the NSSC from 2016 to 2017. Korean radiation workers are categorised into 10 occupations depending on their workplace: nuclear power plant, industrial radiography, industry, medical institute (except diagnostic radiation workers), education institute, public institute, military, production and sales. Of these, nuclear power plant workers are in the majority with >14 000 workers, followed by industrial radiography and industrial workers.21 Average annual effective doses, which are the sum of the external dose (H p(10)) and the committed effective dose, in the last 5 years have been reported to be below or near 1 mSv; however, industrial radiographers are exposed to the highest doses of 2–4 mSv.21 The number of workers and their annual average effective doses by occupation in the past 5 years are presented in figure 1.21

Figure 1

Number of Korean radiation workers and effective doses (mSv) according to occupation. NDT, non-destructive testing; NPP, nuclear power plant.

All radiation workers in Korea should receive radiation safety education every year. In order to enrol the participants, we visited each educational location across the country between 24 May 2016 and 30 June 2017, to conduct the self-administered questionnaire survey and collect informed consent, the details of which are described in the following section. As of 31 March 2017, of 30 572 workers that participated in radiation safety education, 22 982 workers have been enrolled in the study, which corresponds to a response rate of 75%. Following enrolment, we shall combine the data from the questionnaires with dosimetry data from the national dose registry, and link the health data via personal identification numbers. The health data will include cancer incidence data from the national cancer registry, overall mortality data from the national vital statistics registry and incidence of diseases other than cancer from national health examination data. We will conduct the self-administered questionnaire survey at 5-year intervals to update information on existing study participants, recruit newly hired workers and evaluate the association between radiation dose and health effects on long-term follow-up. The study design is presented in figure 2.

Figure 2

Study design. EAR, excess absolute risk; ERR, excess relative risk; NSSC, Nuclear Safety and Security Commission.

Survey questionnaire and informed consent form

A self-administered questionnaire was developed by referring to the previous cohort studies of Korean diagnostic radiological technologists and the US radiologic technologists (USRT),24 25 which was amended through a pilot survey. The questionnaire was composed of 20 questions about general work history and lifestyle factors, and 10 demographic questions for all radiation workers (table 1). The 20 questions asked to all workers covered occupational history, work practices, exposure warnings, medical exposure, medical history and lifestyle factors. For industry radiographers only, we added 11 NDT-specific questions in order to collect more detailed information on their work status and exposure to other harmful agents. These additional questions for industrial radiographers included specific working types, history of specific health examination and exposure to other NDT-related harmful agents, such as film developer and cleaning fluids. In addition to the survey questionnaire, an informed consent form was developed based on the Privacy Act in Korea,26 which included five essential items about the collection and use of personal information, collection and use of identifying information, collection and use of sensitive information, sharing of personal information with third parties and consent to research participation.

Table 1

Items collected in the survey questionnaire

Dosimetry data

We shall collect radiation doses for individual workers from the Central Registry for Radiation Worker Information (CRRWI) managed by the NSSC. External and internal doses are collected by measuring personal dose equivalent, H p(10), and committed effective doses quarterly and annually, respectively, through the electronic dose record database (the National Dose Registry), which has been available under the CRRWI since 1984. Most external doses are measured using thermoluminescent dosimeters; optically stimulated luminescence dosimeters are only applied in limited fields.27 Film badge dosimeters were used in the past, but are no longer used. Doses based on film badge dosimeters are <10% of the total dose records.28 It might be challenging to ensure the inclusion of radiation doses from high-linear energy transfer (LET) exposure (eg, neutrons) in the current Korean dose reporting system in which H p(10) for neutrons is included but it is not separated from H p(10) for photons; however, as the proportion of workers with potential high-LET exposure is expected to be <5%, the impact of high-LET exposure on risk estimates would be minimal. Committed effective doses are reported only for workers whose annual committed effective dose is likely to exceed 2 mSv/year. In addition to radiation dose, the database includes workers’ names, sex, job classification and personal identification numbers including date of birth.28 For individuals who were working before 1984, radiation doses were not documented; therefore, we will estimate their historical occupational exposure using a dose reconstruction model that includes predictors such as age, sex and work place.29 For using individual radiation doses to analyse a dose–response relationship, we will use organ absorbed doses estimated from the effective dose from the external exposure in the National Dose Registry. Absorbed organ dose is estimated based on methods using the International Commission on Radiological Protection (ICRP) 116 organ dose conversion coefficients and irradiation geometry factors,30 considering information about work practices, such as use of protective devices and badge location, from the nationwide survey as suggested by the Million Worker Study 31 and the USRT study.32

Health outcomes

Health information for individual workers in this study is to be collected from the National Cancer Registry, the National Vital Statistics Registry and the National Health Insurance Sharing Service (NHISS) database (table 2). The National Cancer Registry includes cancer incidence data and the National Vital Statistics Registry includes mortality data, which have been available since 1999 and 1992, respectively. The NHISS database consists of four major sub-datasets, including an eligibility database, medical treatment database, health examination database and medical care institution database, which have been available since 2002.33 34 We will predominantly use the first three databases and the information derived from these databases includes medical care history, regular health check-ups and socioeconomic variables.

Table 2

Health data collected from the national sources

Validity and reliability of self-administered questionnaires

Information collected from self-administered questionnaires is essential for estimating organ doses and determining confounders, which can interpret findings more accurately. It is therefore of particular importance that we evaluate the validity and reliability of our questionnaires, particularly those measuring work practice and lifestyle. Our questionnaire contains items about work history (eg, employment start date and period, and warning for exceeding 5 mSv) and medical history (eg, diagnosis of cancer, cataract and cardiovascular disease), which we can also ascertain from the National Dose Registry and National Health Records (ie, the cancer registry and NHISS database). We will compare the answers with our questions with the national records in order to assess the validity of the responses to the self-administered questionnaires. For the evaluation of reliability, we will compare responses of study participants who were surveyed in both 2016 and 2017. Intraclass correlation coefficients35 and kappa coefficients36 37 will be used as measures of validity and reliability.

Health risk associated with ionising radiation exposure

The primary health outcome of this study is cancer incidence. Other outcomes include incidence of non-cancer diseases (eg, cataracts and circulatory disease), laboratory biomarkers (ie, laboratory test items) from the NHISS databases and mortality. The laboratory biomarkers are possibly associated with predisease conditions, such as metabolic risk profile (eg, obesity, high serum glucose, cholesterol level and low blood pressure) and abnormal blood cell counts. For example, the metabolic risk profile can be considered a surrogate endpoint of cardiovascular disease, and also an independent variable to explore an interaction effect between radiation exposure and metabolic syndrome with regard to cardiovascular disease. Age-specific and sex-specific standardised incidence and mortality ratios will be calculated for overall comparisons of cancer risk. The national statistics for cancer incidence and mortality among the general Korean population will be employed as the control group for external comparison, and study subjects whose effective doses (the sum of the external dose (H p(10)) and the committed effective dose) have not exceeded the minimum recording level of 0.1 mSv/quarter for external exposure and 0.1 mSv/year for internal exposure during their employment according to the National Dose Registry shall be considered as the control group for internal comparison. Risk estimates for radiation exposure are typically presented as excess relative risk (ERR) and excess absolute risk (EAR). The ERR is the relative risk minus 1.0, which refers to the magnitude of the radiation risk relative to the baseline. The EAR refers to the difference between the rate in an exposed and an unexposed population. To quantify the dose–response relationship, we will estimate health risk per unit of organ absorbed dose (ie, ERR/Gy, EAR/Gy) using a parametric model (Poisson), penalised splines and/or Bayesian semiparametric models38 with or without adjustment for birth cohort and confounding factors, such as lifestyle and socioeconomic status. Committed effective dose will be used as another confounder for sensitivity analyses considering internal exposure, using an adjusted analysis and a stratified analysis. Person-years at risk for the analysis are calculated from date of entry in the study (defined as the latest among the date of the first exposure and date of start of follow-up period in the national health data source) to date of exit (defined as the earliest among the date of health events, date of loss to follow-up and date of end of follow-up). To allow for a possible latency period between radiation exposure and its consequences, cumulative doses will be lagged by 2–5 years for leukaemia and 5–10 years for solid cancers. All the analyses will be updated at follow-up intervals of 3–5 years.

Sample size calculation

As this study is designed to investigate radiation-related health effects with long-term follow-up in a cohort targeting all Korean radiation workers, a sample size calculation is not deemed relevant.

Study limitations and future work

Lack of statistical power is a major limitation in most epidemiological studies, particularly for low-dose ranges (ie, <100 mSv). Average annual dose for the KRWS’s population in the past 5 years is approximately 1 mSv (0–4 mSv depending on occupation).21 Given that there was still a lack of statistical power in low-dose ranges in the recent large scale international Nuclear Workers Study (INWORKS) with an average individual cumulative dose of 21 mGy,15 this study including a relatively young cohort would not allow a definitive conclusion in a short period of time. In addition, this study is limited in terms of investigation of health effects in women as the proportion of female workers in the cohort is expected to be 10%–20%.28 39 Thus, it is necessary to expand the cohort through continuous enrolment of new radiation workers with a long follow-up, and through collaborative studies, including with the Korean diagnostic radiation worker cohort and international cohorts of similar occupations, such as the INWORKS15 and the USRT.40 Another limitation is that the current KRWS does not include retired workers and has limited information of radiation doses for those who had worked before 1984 since the electronic National Dose Registry was not available before. As the beginning of nuclear activities in Korea, a research reactor was first introduced at 1962, and the first nuclear power plant opened in 1978.41 Given that the average annual occupational doses were 1–3 mSv before 2000,28 the radiation dose of retired workers is expected to be higher, and their ages to be higher than those of currently active workers of the KRWS cohort. Thus, it is important to include them in potential future studies, as this could possibly increase statistical power, via an increase in the number of events and larger exposure variance.42 43 In addition, collection of biosamples, such as blood and buccal cells, should be considered for a comprehensive understanding of biological mechanisms via molecular epidemiological studies of radiation risk.44 These activities will enhance our ability to investigate susceptibility and surrogate biomarkers for assessing exposure risk, and thereby develop more sophisticated dose–response models for low-dose risk assessments.

Potential impact

We have designed the KRWS to assess health effects among Korean radiation workers exposed to protracted low-dose radiation. This is the first prospective cohort study of active workers from the entire range of occupations registered with the NSSC. Data collected from the nationwide survey will provide detailed information on work practices and lifestyle factors, which allows for an in-depth exploration of occupational exposure and adjustment for confounding factors. In addition, individual health data derived from the national resources include not only cancer/non-cancer diseases, but also predisease conditions including laboratory test items, ensuring comprehensive and accurate information for the evaluation of health effects from radiation exposure. Study findings will be directly relevant to radiation protection for radiation workers and will further provide the basis for recommendations and regulations about low-dose radiation safety.

Besides establishing scientific evidence for radiation-related health effects, we expect that this study will contribute to both the prevention of adverse health effects and improved communication with radiation workers. We will continue to promote this cohort study and its results via radiation safety education and the study website (, which is a former website for Korean diagnostic radiation worker studies,16 17 that has been combined with the KRWS to increase understanding about occupational exposure and health effects. Consequently, radiation workers will be encouraged to pay more attention to radiation protection in their workplaces and to accomplish their work duties with a balanced risk judgement about potential exposure that is not solely based on perceived risk.


The authors express gratitude to Kijung Lim from the Korea Foundation of Nuclear Safety (KOFONS) for providing his professional knowledge regarding the National Dose Registry for radiation workers.


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  • Contributors SS and YWJ: conceived and designed this study and drafted the manuscript. WYL and DNL: are involved in coordination of the nationwide survey. WYL, DNL and JUK: are involved in the collection of data and the construction of the cohort database. ESC and YJB: designed the survey questionnaire. WJL and SP: contributed to the design of the study and provided valuable inputs relevant to study implementation. YWJ: obtained funding. All authors: reviewed and approved the final manuscript.

  • Funding This research was supported by the Nuclear Safety Research Program through the Korea Foundation of Nuclear Safety (KOFONS), and granted financial resources by the Nuclear Safety and Security Commission (NSSC) of the Republic of Korea (no. 1503008).

  • Competing interests None declared.

  • Patient consent Obtained.

  • Ethics approval This study has received ethical approval from the institutional review board of the Korea Institute of Radiological and Medical Sciences (IRB No. K-1603-002-034).

  • Provenance and peer review Not commissioned; externally peer reviewed.

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