Back

Can Current Medical Examination Consumption Reduce Long-term Medical Expenses? - Analysis Based on CHARLS Data

Luo, J.; San, L.; Han, S.; Bi, L.; Ren, Z.

2024-04-01 public and global health
10.1101/2024.03.31.24305131 medRxiv
Show abstract

BackgroundWith the implementation of the healthy China strategy, physical examination, a means of preventing diseases, has gradually been valued by health care department. Can health examination effectively alleviate the pressure on residents medical expenses? MethodBased on the CHARLS2015 and CHARLS2018 databases, establishing an ordered multi-classification logistic regression model. To study the impact of residents health examination on the level of long-term medical expenditure. ResultsThe results show that adhere to health examination, long-term physical exercise and quit smoking and drinking can reduce residents medical expenses. The physical examination behavior of different populations was further discussed based on gender. The study found that the more physical examinations of male residents, the less medical expenses, while the number of physical examinations of women is not significant for reduce medical expenses. ConclusionTherefore, China should vigorously improve the enthusiasm of different residents to participate in health check-ups, give full play to health check-ups in disease prevention and to reduce individuals medical expenses.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.