Analysis Of Influencing Factors Of Chinese Residents' Sleep Disorders Based On Internet Medical Big Data

ObjectiveTo analyze the basic characteristics of sleep disorders in China,and to study the influencing factors of sleep disorders from two aspects of patients and,so as to provide reference and decision-making basis for healthy sleep engineering.MethodsBy investigating the internet medical industry,and combining with the research reports in the professional field,the main Internet medical platform for people with sleep disorders was selected as the research object.The data of medical services for people with sleep disorders in 2017 were collected by network data acquisition technology.After data cleaning and word segmentation,the influencing factors of sleep disorders were analyzed from the individual level by text data mining.Multivariate regression analysis with SPSS software was used to analyze the socio-economic environmental impact factors of sleep disorders from the social level.ResultsAmong the 31876 valid sample data,477,1744,12742,8084,4190,3501 and 1138 were younger than 5,5-14,15-24,25-34,35-44,45-59 and over.The proportion of people aged 15-34 in the total population is 65.4%.Among all the people with sleep disorders,the number of women was 18557,accounting for 58.2%.The main causes of sleep disorders were neurasthenia,physical deficiency,psychological factors,somatic diseases and external pressures.The incidence of sleep disorders and secondary industry value,tertiary industry value,industrial added value and the number of urban lighting street lamps were analyzed from the social level.Quantity,added value of financial industry,consumption level of residents,per capita GDP,emissions of nitrogen oxides,primary industry value and urban unemployment are significantly positively correlated.Conclusion and countermeasuresFrom the patient level analysis,we know that neurasthenia is the first factor of sleep disorders.Most of the people with sleep disorders are comorbidity of body and mind and lack of health care and other healthy sleep knowledge.From the social level analysis,we know that economic level and air quality have a significant impact on the incidence of sleep disorders.In order to better prevent and control the occurrence of sleep disorders,it is essential to improve and perfect the social service system of healthy sleep.In view of the problems found in the study,this paper summarizes and analyses the following countermeasures: to promote diversified psychological decompression services,strengthen professional training of psychosomatic medical personnel,increase propaganda and education of healthy sleep knowledge,strengthen urban air pollution control,and guide the innovation of internet medical platform model.