共 23 条
Insights from Twitter About Public Perceptions of Asthma, COPD, and Exposures
被引:2
作者:
Harber, Philip
[1
,2
]
Leroy, Gondy
[3
]
机构:
[1] Univ Arizona, Occupat Hlth Off, Tucson, AZ USA
[2] Univ Arizona, Mel & Enid Zuckerman Coll Publ Hlth, Tucson, AZ USA
[3] Univ Arizona, Eller Coll Management, Tucson, AZ USA
关键词:
COPD;
natural language processing;
occupational asthma;
occupational respiratory disorders;
public health informatics;
social media;
twitter;
OBSTRUCTIVE PULMONARY-DISEASE;
THORACIC-SOCIETY STATEMENT;
OCCUPATIONAL CONTRIBUTION;
LUNG-FUNCTION;
RISK-FACTORS;
BURDEN;
D O I:
10.1097/JOM.0000000000001590
中图分类号:
R1 [预防医学、卫生学];
学科分类号:
1004 ;
120402 ;
摘要:
Objective: The aim of this study was to analyze tweets concerning asthma and chronic obstructive pulmonary disease (COPD). Methods: Approxi-Approximately 40,000 tweets containing asthma or COPD were analyzed. Lexical analysis ranked terms and domains of interest, compared COPD with asthma tweets, evaluated co-occurrence of terms within tweets, and assessed differences by source (personal, institutional, or retweet). The frequency of indicator terms relevant to occupational health was determined. Results: Many tweets address community pollution and effects on children, but there is much less interest in work-related factors and occupational regulatory agencies. Environment is considered much more relevant for asthma than COPD. Conclusion: Although epidemiologic studies demonstrate a major burden of occupational factors upon both diseases, significantly improved outreach is needed to overcome inadequate public interest. Social media represent a valuable resource for assessing perceptions about work-related disease and potentially discovering new associations.
引用
收藏
页码:484 / 490
页数:7
相关论文