Occupation and pathology of the cardiovascular system: factors that modify the causal relations in epidemiological studies
S.A. Maksimov, G.V. Artamonova
Research Institute for Complex Issues of Cardiovascular Diseases, 6 Sosnovyi Blvd., Kemerovo, 650000, Russian Federation
In scientific terms, the protection of workers' health is based on evidence of causal links between occupational factors and the onset of illness (or fatal case). The review considers the factors that modify the causal relations between occupational exposures and pathology of the cardiovascular system of workers in epidemiologic studies. Analysis of published data shows strong role of modifying impact of traditional risk factors, and healthy worker effect in shaping of the levels of cardiovascular disease in the working population. This modifying effect needs to be identified and eliminated at the moment of the analysis of the causal relations between occupational exposure and the development of diseases. Some of the most common methodological mistakes are presented on the example of the concrete case studies: ignoring the traditional risk factors for cardiovascular diseases, considering of correlations of occupational experience with the prevalence of diseases as causal, not as associative (due to age), lack of analysis of the possible occupational selection (artificial or spontaneous) of more healthy workers in poor working conditions. The main directions of methodological approaches of formation of the test samples, the results of analytical and statistical processing techniques eliminating the modifying effect were presented. The author's methodical methods that allow identifying and correction of the modifying effect of the healthy worker effect (healthy hire effect and healthy worker survivor effect) on the relative risk and etiologic fraction of disease in occupational groups on the basis of epidemiological data were highlighted in details. It is noted that a broader and more complete use of the modern developed methodological approaches to the formation of the test samples as well as to the results of analytical and statistical processing techniques, can significantly improve the adequacy and reliability of national epidemiological studies.
- Amirov N.H., Fathutdinova L.M. Dokazatel'naja medicina kak osnovopolagajushhij princip organizacii ohrany zdorov'ja rabotnikov [Evidence-based medicine as a fundamental principle of health care management for workers]. Medicina truda i promyshlennaja jekologija, 2011, no. 9, pp. 1–4 (in Russian).
- Popov A.I., Salamatina L.V., Prokopenko L.V., Buganov A.A. Arterial'naja gipertenzija i faktory riska u voditelej avtotransporta na Krajnem Severe [Arterial hypertension and risk factors in automobile drivers of Far North]. Medicina truda i promyshlennaja jekologija, 2007, no. 1, pp. 16–22 (in Russian).
- Afanasova O.E., Poterjaeva E.L., Vereshhagina G.N. Vlijanie uslovij truda na formirovanie arterial'noj gi-pertenzii u rabotajushhih v uslovijah vysokogo professional'nogo riska [Influence of work conditions on arterial hypertension formation in workers under high occupational risk]. Medicina truda i promyshlennaja jekologija, 2010, no. 8, pp. 19–22 (in Russian).
- Kopejkin N.F., Stankevich A.I., Bondareva A.R., Boeva I.A. Gipertonicheskaja bolezn' kak profzaboleva-nie rabotnikov lokomotivnyh brigad [Essential hypertension as an occupational disease in engine crew members]. Gigiena i sanitarija, 2011, no. 3, pp. 28–30 (in Russian).
- Ereniev S.I., Zahar'eva S.V. Faktory riska razvitija serdechno-sosudistyh zabolevanij u rabotnikov osnovnyh professij mashinostroitel'nogo predprijatija [Cardiovascular risk factors in the main professional groups in a machinebuilding plant]. Klinicheskaja medicina, 2006, no. 8, pp. 31–34 (in Russian).
- Zaharenkov V.V., Omarova D.K. Sostojanie kardiorespiratornoj sistemy rabotnikov sovremennogo tantalovogo proizvodstva [Cardiorespiratory status in contemporary tantalum production workers]. Medicina truda i promyshlennaja jekologija, 2012, no. 3, pp. 19–25 (in Russian).
- Maksimov S.A., Skripchenko A.E., Mihajluc A.P., Artamonova G.V. Identifikacija professional'nogo riska arterial'noj gipertenzii. Soobshhenie II: ustranenie jeffekta zdorovogo rabochego [Identification of occupational risk for arterial hypertension. Report II: elimination of the modifyng influence of factors of cardiovascular risk]. Gigiena i sanitarija, 2016, no. 4, pp. 365–369 (in Russian).
- Kalmykova M.A., Jel'garov M.A. Osobennosti jepidemiologii narushenij ritma serdca u voditelej avto-transporta [Epidemiologic features of heart arrhythmias in automobile drivers]. Medicina truda i promyshlennaja jekologija, 2010, no. 11, pp. 23–27 (in Russian).
- Kerefova Z.Sh., Zhilova I.I., Jel'garov A.A. Vlijanie proizvodstvennyh uslovij na chastotu ishemicheskoj bolezni serdca u voditelej avtotransporta [Influence of occupational environment on coronary heart disease inci-dence in automobile transport drivers]. Medicina truda i promyshlennaja jekologija, 2007, no. 5, pp. 18–23 (in Russian).
- Kerefova Z.Sh., Zhilova I.I., Jel'garov A.A. Ishemicheskaja bolezn' serdca u voditelej avtotransporta (chastota, professional'naja rabotosposobnost') [Coronary heart disease in drivers: prevalence and professional work capacity]. Kardiovaskuljarnaja terapija i profilaktika, 2007, no. 7, pp. 25–30 (in Russian).
- Maksimov S.A. Jeffekt zdorovogo rabochego v jepidemiologicheskih issledovanijah [Healthy worker ef-fect in epidemiological researches]. Medicina v Kuzbasse, 2015, no. 2, pp. 10–16 (in Russian).
- Maksimov S.A., Artamonova G.V. Professija i arterial'naja gipertenzija [Occupation and hypertension]. Kemerovo, Firma POLIGRAF Publ., 2015, 156 p. (in Russian).
- Maksimov S.A., Mihajluc A.P., Artamonova G.V. Identifikacija professional'nogo riska arterial'noj giper-tenzii. Soobshhenie I: ustranenie modificirujushhego vlijanija faktorov serdechno-sosudistogo riska [Identification of occupational risk for arterial hypertension. 1: elimination of the modifyng influence of factors of cardiovascular risk]. Gigiena i sanitarija, 2016, no. 3, pp. 262–266 (in Russian).
- Maksimov S.A., Skripchenko A.E., Artamonova G.V. Professional'nyj otbor i rasprostranennost' arteri-al'noj gipertenzii sredi rabotajushhego naselenija Zapadnoj Sibiri [Occupational selection and prevalence of arterial hypertension in working population of Western Siberia]. Medicina v Kuzbasse, 2013, no. 4, pp. 41–47 (in Russian).
- Maksimov S.A., Skripchenko A.E., Artamonova G.V. Riski razvitija arterial'noj gipertenzii v profession-al'nyh gruppah Zapadnoj Sibiri: sravnenie s nacional'nymi dannymi [Risks of development of arterial hypertension in occupational groups of Western Siberia: comparison with national representative data]. Vestnik RAMN, 2012, no. 12, pp. 54–59 (in Russian).
- Cimakuridze M.P., Kverenchhiladze R.G., Bakradze L.Sh., Hachapuridze N.A., Kurashvili B.V. Neko-torye pokazateli sostojanija zdorov'ja rabochih gorjachih professij [Some health indicators Workers hot jobs]. Al-lergologija i immunologija, 2010, no. 2, pp. 132–134 (in Russian).
- Oganov R.G., Maslennikova G.Ja. Jepidemiju serdechno-sosudistyh zabolevanij mozhno ostanovit' usile-niem profilaktiki [The epidemics of cardiovascular diseases can be stopped by strengthening their prevention]. Pro-filakticheskaja medicina, 2009, no. 6, pp. 3–7 (in Russian).
- Kalinina A.M., Koncevaja A.V., Belonosova S.V., Eganjan R.A., Pozdnjakov Ju.M., Kiseleva N.V. Reali-zacija programmnogo cikla profilaktiki serdechno-sosudistyh zabolevanij na rabochem meste: klinicheskaja jeffektivnost' [Workplace programme of cardiovascular prevention: clinical effectiveness]. Kardiovaskuljarnaja terapija i profilaktika, 2010, no. 3, pp. 90–97 (in Russian).
- Sibekova T.V., Jel'garov A.A., Jel'garov M.A. Serdechno-sosudistye zabolevanija u rabotajushhih zhenshhin i puti profilaktiki [Cardiovascular diseases in female workers and methods of their prevention]. Medicina truda i promyshlennaja jekologija, 2007, no. 5, pp. 13–18 (in Russian).
- Trubeckov A.D., Migacheva A.G., Starshov A.M. Sostojanie zdorov'ja uvolivshihsja rabotnic teplichnyh hozjajstv [Health condition of drop out greenhouses workers]. Mezhdunarodnyj zhurnal prikladnyh i fundamen-tal'nyh issledovanij, 2016, no. 4–2, pp. 383–385 (in Russian).
- Cherkasskaja E.A. Professional'no-demograficheskij analiz zanjatosti naselenija SSSR, RSFSR i USSR po dannym vsesojuznyh perepisej [Professionally – demographic analysis of the employment population of the USSR, the RSFSR and the Ukrainian SSR according to the All-Union census]. Gigiena truda i professional'nye zabolevanija, 1991, no. 5, pp. 4–6 (in Russian).
- Shevchenko M.I., Davydova L.D. Zabolevanija serdechno-sosudistoj sistemy u rabochih gazopererabatyvajushhego zavoda [Cardiovascular diseases in workers of gas-processing plant]. Medicina truda i promyshlennaja jekologija, 2005, no. 1, pp. 32–35 (in Russian).
- Mandell W., Eaton W.W., Anthony J.C., Garrison R. Alcoholism and occupations: a review and analysis of 104 occupations. Alcoholism Clinical and Experimental Research, 1992, vol. 16, pp. 734–746.
- Applebaum K.M., Malloy E.J., Eisen E.A. Reducing healthy worker survivor bias by restricting date of hire in a cohort study of Vermont granite workers. Occupational and Environmental Medicine, 2007, vol. 64, pp. 681–687.
- Arrighi H.M., Hertz-Picciotto I. The evolving concept of the healthy worker survivor effect. Epidemiology, 1994, vol. 5, pp. 189–196.
- Costa G., Sartori S. Ageing, working hours and work ability. Ergonomics, 2007, vol. 50, pp. 1914–1930.
- Wada K., Katoh N., Aratake Y., Furukawa Y., Hayashi T., Satoh E., Tanaka K., Satoh T., Aizawa Y. Ef-fect of overtime work on blood pressure and body mass index in Japanese male workers. Occupational Medicine (London), 2006, vol. 56, pp. 578–580.
- Yusuf S., Hawken S., Ounpuu S., Dans T., Avezum A., Lanas F., McQueen M., Budaj A., Pais P., Varigos J., Lisheng L. Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries
(the INTERHEART study): case-control study. Lancet, 2004, vol. 364, pp. 937–952. - Schapkin S.A., Freude G., Gajewski P.D., Wild-Wall N., Falkenstein M. Effects of working memory load on performance and cardiovascular activity in younger and older workers. International Journal of Behavioral Medicine, 2012, vol. 19, pp. 359–371.
- Enterline P.E. Comments on the “healthy worker effect” in occupational epidemiology. In: Reports to the Workers’ Compensation Board on the Healthy Worker Effect. Toronto, Canada: Ministry of Labour of the Government of Ontario, ISDP Report No 3. 1988. Available at: http://www.canoshweb.org/odp/html/JUL1988.htm (19.09.2016).
- Evidence-based health care: a new approach to teaching the practice of health care. Evidence-Based Medicine Working Group. Journal of Dental Education, 1994, vol. 58, pp. 648–653.
- Dumas O., Le Moual N., Siroux V., Heederik D., Kauffmann F., Basagana X. Marginal structural models to quantify and control for the healthy worker effect in asthma: results from the EGEA study. Respiratory and Critical Care Medicine, 2012, vol. 185, pp. A1175.
- Oliver R.M. Physique and serum lipids of young London busmen in relation to ischaemic heart disease. British Journal of Industrial Medicine, 1967, vol. 24, pp. 181–186.
- Pearce N., Checkoway H., Kriebel D. Bias in occupational epidemiology studies. Occupational and Envi-ronmental Medicine, 2007, vol. 64, pp. 562–568.
- Thygesen L.C., Hvidtfeldt U.A., Mikkelsen S., Bronnum-Hansen H. Quantification of the healthy worker effect: a nationwide cohort study among electricians in Denmark. BMC Public Health, 2011, vol. 11, pp. 571.
- Kouvonen A., Vahtera J., Väänänen A., De Vogli R., Heponiemi T., Elovainio M., Virtanen M., Oksanen T., Cox S.J., Pentti J., Kivimäki M. Relationship between job strain and smoking cessation: the Finnish Public Sec-tor Study. Tobacco Control, 2009, vol. 18, pp. 108–114.
- Skrobonja A., Kontosic I. Arterial hypertension in correlation with age and body mass index in some oc-cupational groups in the harbour of Rijeka, Croatia. Industrial Health, 1998, vol. 36, pp. 312–317.
- Thomas C., Power C. Do early life exposures explain association in mid-adulthood between workplace factors and risk factors for cardiovascular disease? International Journal of Epidemiology, 2010, vol. 39, pp. 812–824.
- Church T.S., Thomas D.M., Tudor-Locke C., Katzmarzyk P.T., Earnest C.P., Rodarte R.Q., Martin C.K., Blair S.N., Bouchard C. Trends over 5 decades in U.S. occupation-related physical activity and their association with obesity. PLoS One, 2011, vol. 6, e19657.