The short-term effect of BMI, alcohol use, and related chronic conditions on labour market outcomes: A time-lag panel analysis utilizing European SHARE dataset

• Published in: PloS one Vol. 14; no. 3; p. e0211940
• Main Authors: Feigl, Andrea B, Goryakin, Yevgeniy, Devaux, Marion, Lerouge, Aliénor, Vuik, Sabine, Cecchini, Michele
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 11.03.2019; Public Library of Science (PLoS)
• Subjects: Absenteeism; Absenteeism (Labor); Adult; Alcohol; Alcohol Drinking; Alcohol use; Alcoholic beverages; Alcoholism; Alcoholism - economics; Alcoholism - epidemiology; Biology and Life Sciences; Body mass; Body Mass Index; Body weight; Cancer; Cardiovascular Diseases; Chronic conditions; Chronic Disease; Chronic diseases; Chronic illnesses; Complications and side effects; Compression; Costs; Diabetes; Diabetes Mellitus; Drinking (Alcoholic beverages); Drinking behavior; Early retirement; Economic conditions; Employee morale; Employment; Epidemiology; Ethanol; Europe; Female; GDP; Heart diseases; Humans; Impact analysis; Labor market; Male; Markets; Medicine and Health Sciences; Men; Middle Aged; Morale; Morbidity; Motivation; Noncommunicable Diseases - economics; Noncommunicable Diseases - epidemiology; Obesity; Obesity - economics; Obesity - epidemiology; Overweight; Panel analysis; Prevention; Regression analysis; Retirement; Retirement age; Risk analysis; Risk Factors; Social Sciences; Working women; Europe; France; Germany
• ISSN: 1932-6203; 1932-6203
• DOI: 10.1371/journal.pone.0211940

Non-communicable diseases (NCDs) like cancer, cardiovascular disease, and diabetes have spread at a remarkable pace in European countries over the past decades. Overweight/obesity and alcohol use are two leading risk factors contributing to both economic and epidemiological burden associated with NCDs. In OECD countries, the impact of indirect costs of obesity varies between 0.20% and 1.21% of GDP. Indirect costs of alcohol use range from 0.19% (Portugal) to 1.6% (Estonia) of GDP. To assess the longitudinal impact of alcohol use and high body-mass index (BMI) on labour market outcomes in the European region by modeling the direct effect of high BMI and alcohol use, and the effect via associated diseases. The impact of BMI, alcohol use, and associated diseases on employment likelihood, intent to retire early, days of absenteeism, and hours of work per week, were modelled via lagged Poisson and Zero-inflated Poisson regressions, adjusting for missingness via inverse probability weighting, as appropriate, using European SHARE data. Controlling for other chronic conditions, being overweight increases employment likelihood among men, but not among women. Obesity decreased female, but not male, employment chances. All chronic conditions linked with high BMI negatively affected employment likelihood, and increased the intention to retire early significantly. Alcohol use positively affects employment likelihood in women at all drinking levels relative to lifetime abstainers, but only in moderate (not heavy) male drinkers. There is super-additionality of impact of NCDs on absenteeism and hours worked, presenting a key economic argument to tackle NCD prevention and compression of morbidity. NCD prevention is not just important for employment and hours worked, but also for employee morale, especially given increasing retirement age in Europe and globally.