Nattapon Pansakun, Warangkana Naksen, Waraporn Boonchieng, Parichat Ong-Artborirak, Tippawan Prapamontol
Environmental Health Literacy Regarding Fine Particulate Matter and Related Factors Among Village Health Volunteers in Upper Northern Thailand
Journal of preventive medicine and public health = Yebang Uihakhoe chi
asthma attacks leading cause morbidity mortality preventable detected treated promptly however changes occur physiologically behaviourally days weeks preceding attack always recognised highlighting potential role technology aim study digipredict identify early digital markers asthma attacks using sensors embedded smart devices including watches inhalers leverage health environmental datasets artificial intelligence develop risk prediction model provide early personalised warning asthma attacks prospective sample 300 people 12 years older history moderate severe asthma attack last 12 months recruited new zealand participant given smart watch assess physiological measures heart respiratory rate peak flow meter smart inhaler assess adherence inhalation cough monitoring application use regularly 6 months fortnightly questionnaires asthma control wellbeing data sociodemographics asthma control lung function dietary intake medical history technology acceptance collected baseline 6 months asthma attacks measured selfreport confirmed clinical records collected data along environmental data weather air quality analysed using machine learning develop risk prediction model asthma attacks ethical approval obtained new zealand health disability ethics committee 2023 full 13541 enrolment began august 2023 results presented local national international meetings including dissemination via community groups submission publication peerreviewed journals australian new zealand clinical trials registry actrn12623000764639 australian new zealand clinical trials registry