NIOSH Dust Exposure And Pneumoconiosis Among US Coal Miners

$179 / year

The dataset contains data based on radiographic readings and dust samples assessments performed during the first round of The National Study of Coal Workers’ Pneumoconiosis. Data about the presence or absence of massive progressive lung fibrosis is presented along with miners age, radiological opacities profusion category, data about respirable dust exposures and coal rank regions.


The source of data is provided by The National Institute for Occupational Safety and Health (NIOSH). NIOSH mission is to develop new knowledge in the field of occupational safety and health and to transfer that knowledge into practice.

The National Study of Coal Workers’ Pneumoconiosis (NSCWP) is a large, continuing epidemiologic study of the respiratory health of U.S. coal miners. By using information from the study, prevalence of coal workers’ pneumoconiosis (CWP) was related to indexes of dust exposure obtained from research and compliance sampling data. Round 1 of the National Study of Coal Workers’ Pneumoconiosis (NSCWP) took place between 1969 and 1971. During that time, 31 underground mines situated in all of the major coal fields were visited and the miners examined medically before or after the work shift. The examination consisted of chest x-rays, spirometry, and a questionnaire having sections on work history, smoking history, and chest symptoms.

During the period 1968-1969, intensive dust sampling surveys were undertaken by the Bureau of Mines at a group of small and large underground mines, 17 of which were to be later included in the NSCWP. These data (referred to as the BOM data) appear to be the only body of gravimetric data available prior to 1970 for the NSCWP mines (and on U.S underground coal mines in general). To calculate the dust exposure estimates, mean job-specific dust levels based on Mine Safety and Health Administration (MSHA) compliance data for 1970-1972 were back-extrapolated to pre-1970 levels by using a factor derived from the ratio of the BOM to MSHA 1970-1972 data. Direct use of the BOM data to estimate job mean dust levels was not satisfactory because of missing data for a large number of occupations (primarily noncoal face and surface jobs). The resulting mean concentration estimates were multiplied by miner-supplied job tenure data, summed, and multiplied by 1740 (hr/yr)/1000 (mg per g) to obtain exposures in terms of gram-hours per cubic meter. Mine-adjusted dust exposure estimates were also generated from the basic exposures estimates by using mine-specific dust means. Full details of these procedures are given in another paper.

X-ray readings obtained between 1969 and 1971 by using the 1968 Union Internationale Centre le Cancer/Cincinnati classification were used. Under this scheme, simple pneumoconiosis was categorized according to the profusion of small opacities into four grades: 0, 1, 2, and 3. Two types of opacity were also assessed (rounded and irregular). Only rounded opacity was considered, partly because rounded opacities are predominantly associated with coal dust exposure and partly to facilitate comparison with results from British studies which, until the date of this dataset release, were based on rounded opacity profusion only. Although three readers took part in the original film reading, readings for two of them were rejected for the analysis which used this dataset, because one did not evaluate the profusion of rounded opacities. The classifications of the others were felt to show unrealistically high levels of abnormality (for example, a 40% prevalence of Category I or greater in miners with 1 year of mining tenure was found). Support for the use of the one reading is discussed later. Progressive massive fibrosis (PMF) was defined in terms of large opacities, i.e., those greater than 1 cm. A third response variable based on the presence of PMF was also included. As with small opacities, the response was derived from the classifications of the single reader.

One factor associated with CWP prevalence and incidence is the rank of coal. Coal rank is often measured by percentage of carbon and varies from about 93% in anthracite, through bituminous coals (78-89% carbon) to sub-bituminous coals and lignite. In the United States, the higher rank coals tend to be in the east with a trend toward lower ranks in the west. The 31 NSCWP mines were divided into the following five groups:

– Anthracite: two mines in eastern Pennsylvania;
– Medium/low volatile bituminous (89-90% carbon): three mines in central Pennsylvania and three in southeastern West Virginia (eastern Appalachia);
– High volatile “A” bituminous (80-87% carbon): 16 mines in western Pennsylvania, north and southwestern West Virginia, eastern Ohio, eastern Kentucky, western Virginia, and Alabama (western Appalachia);
– High volatile Midwest: four mines in western Kentucky and Illinois;
– High volatile West: three mines in Utah and Colorado.

The latter two groups contained mines for which the rank of the coal was generally lower than in the high volatile “A” bituminous group.

Date Created


Last Modified




Update Frequency


Temporal Coverage


Spatial Coverage

United States


John Snow Labs => Centers for Disease Control and Prevention (CDC), The National Institute for Occupational Safety and Health

Source License URL

John Snow Labs Standard License

Source License Requirements


Source Citation



Pneumoconiosis Prevalence, Study of Coal Workers' Pneumoconiosis, Occupational Lung Disease, Black Lung Disease, Miners Lung Disease, Coal Mines Dust Exposure, Lung Radiography, Opacities Profusion Categories, Coal Rank Regions, Coal Miners Age

Other Titles

The National Study of Coal Workers First Round Data 1969-1971, Radiological Data For Miners Exposed To Coal Dust

AgeMiner age at time of medical surveyintegerrequired : 1 level : Ratio
Is_Profusion_At_Least_2nd_CategorySpecifies if at radiological examination were found opacities with a profusion classified as of second categorybooleanrequired : 1
Is_Profusion_At_Least_3rd_CategorySpecifies if at radiological examination were found opacities with a profusion classified as of third categorybooleanrequired : 1
Is_Progressive_Massive_FibrosisSpecifies if at radiological examination was found progressive massive fibrosis (large opacities)booleanrequired : 1
Respirable_Dust_ExposureThe respirable dust exposure in gram-hours per cubic meternumberlevel : Ratio
Coal_Region_RankThe rank of coal extracted the region the miner worked;stringenum : Array required : 1