Researchers analyse economic burden on people due to consumption of alcohol
Helsinki [Finland], June 13 (ANI): Alcohol use disorders lead to various health and social problems, which cause an increase in the need and use of various services. However, recent research analysed the magnitude and reasons behind the economic burden alcohol use disorders have on society.
The researchers at the University of Eastern Finland used a machine learning technique that is based on a Bayesian network model to analyse causal relationships between different risk factors and the costs associated with them.
The analysis included a total of 16 risk factors, including socioeconomic variables such as age, gender, marital status, unemployment status, and social problems like homelessness, illicit drug use, criminal record, and drunk driving.
The researchers also looked at what happens when a patient goes into remission, i.e., stops drinking altogether.
Funded by the Strategic Research Council at the Academy of Finland, the study was carried in collaboration between researchers at the University of Eastern Finland, the Finnish Institute for Health and Welfare and Aalto University.
They used a novel approach to control for confounding factors, allowing them to calculate a rough price tag for each risk factor.
The study population comprised of 363 Finnish alcohol use disorder patients diagnosed in 2011-2012. Their data were collected from various patient information systems and social welfare databases over a period of five years.
Surprisingly, the number of diagnoses of chronic conditions played the biggest role in the overall cumulation of costs in patients with alcohol use disorder.
In patients with at least two chronic conditions, the average five-year costs of care were 26,000 euros (around 30,000 US dollars) higher than in patients without multiple diagnoses.
The costs of care were also increased by earlier use of specialised care (and its high costs), receiving income support and being over 55-years-old. In addition, drug use, homelessness and the number of psychiatric diagnoses also increased the costs of care. Sustained abstinence, on the other hand, lowered the costs.
A model created by the researchers shows that roughly 43 per cent of alcohol use disorder patients who quit drinking belong to the lowest cost quartile, compared with the respective figure of 24 percent for current drinkers.
The findings shed light on how the cumulation of health and social problems increase the costs of social welfare and healthcare services.
"Since sustained abstinence reduces the costs of care, it would be wise to develop rehabilitation services and provide easy access to care. In addition, people with alcohol use disorders should also get better treatment for their non-alcohol-related conditions," Early Stage Researcher and lead author, Elina Rautiainen, from the University of Eastern Finland, said. (ANI)
