New Delhi: A team of US researchers has found that medical students, especially who are young, single and under high debt are twice as likely to abuse alcohol than their peers who are not attending medical school.
Burnout factors such as emotional exhaustion or feelings of depersonalization were highly associated with alcohol abuse or dependence among the medical students.
“Our findings clearly show there is reason for concern,” said Liselotte Dyrbye from Mayo Clinic in the US.
“We recommend institutions pursue a multifaceted solution to address related issues with burnout, the cost of medical education and alcohol abuse,” Dyrbye added in the paper published in the journal Academic Medicine.
The researchers surveyed 12,500 medical students and one-third of those responded. Approximately 1,400 of that subgroup experienced clinical alcohol abuse or dependence.
The results indicate three factors that were independently associated — a younger age than most peers in medical school, being unmarried and amount of educational debt.
No statistical difference was found between differing years of medical school or between men and women.
“In our paper we recommend wellness curricula for medical schools, identifying and remediating factors within the learning environment contributing to stress and removal of barriers to mental health services,” added first author Eric Jackson.(IANS)
Google on Tuesday started six Artificial Intelligence (AI) based research projects in India that would focus on addressing social, humanitarian and environmental challenges in sectors like healthcare, education, disaster prevention and conversation.
Google Research India will provide each team with funding and computational resources in addition to supporting the efforts with expertise in computer vision, natural language processing, and other deep learning techniques, the company said in a statement.
“We are increasingly seeing people apply AI to address big challenges. Therefore, we have made research in AI for Social Good one of the key focus areas of Google Research India — the AI lab we started in Bengaluru last year in September,” said Manish Gupta, Director, Google Research Team, India.
Among the six projects are improving health information for high HIV/AIDS risk communities from team from IIT Delhi led by Tavpritesh Sethi, team from Singapore Management University led by Pradeep Varakantham and nonprofit Swasti.
Researchers from IIT Madras led by Balaraman Ravindran and nonprofit Armman will use AI to predict the risk of expectant mothers dropping out of healthcare programmes, to improve targeted interventions and increase positive healthcare outcomes for mothers and their babies.
The team from Singapore Management University led by Arunesh Sinha and nonprofit Khushibaby will apply AI to help ensure consistency in how healthcare information is captured and monitored.
Another team from Singapore Management University led by Pradeep Varakantham along with nonprofit Wildlife Conservation Trust will use AI to predict human-wildlife conflict in the state of Maharashtra to help inform data-driven policy making.
The team of Nanyang Technology University led by Bo An and nonprofit Ashoka Trust for Research in Ecology & The Environment will apply AI to inform dam and barrage water releases, to help build early warning systems that minimise risk of disasters.
The last team from AI4Bharat and IIT Madras led by Mitesh Khapra and Pratyush Kumar along with nonprofit Storyweaver will build open-source input tools for underserved Indian languages to accelerate publishing of openly licensed content.
“We look forward to supporting academic researchers, organisations and the broader community over the coming months and years to bring these projects to life,” said Milind Tambe, Director, AI for Social Good, Google Research Team, India.