Population's health information-seeking behaviors and geographic variations of stroke in Malaysia: an ecological correlation and time series study

被引:7
作者
Ganasegeran, Kurubaran [1 ]
Ch'ng, Alan Swee Hock [1 ,2 ]
Aziz, Zariah Abdul [3 ,4 ]
Looi, Irene [1 ,2 ]
机构
[1] Minist Hlth Malaysia, Clin Res Ctr, Seberang Jaya Hosp, George Town, Malaysia
[2] Seberang Jaya Hosp, Dept Med, George Town, Malaysia
[3] Minist Hlth Malaysia, Clin Res Ctr, Sultanah Nur Zahirah Hosp, Terengganu, Malaysia
[4] Sultanah Nur Zahirah Hosp, Med Dept, Terengganu, Malaysia
关键词
GLOBAL BURDEN; SEASONAL-VARIATION; TRENDS; TEMPERATURE; WEATHER; RISK; INFODEMIOLOGY; ADMISSIONS;
D O I
10.1038/s41598-020-68335-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Stroke has emerged as a major public health concern in Malaysia. We aimed to determine the trends and temporal associations of real-time health information-seeking behaviors (HISB) and stroke incidences in Malaysia. We conducted a countrywide ecological correlation and time series study using novel internet multi-timeline data stream of 6,282 hit searches and conventional surveillance data of 14,396 stroke cases. We searched popular search terms related to stroke in Google Trends between January 2004 and March 2019. We explored trends by comparing average relative search volumes (RSVs) by month and weather through linear regression bootstrapping methods. Geographical variations between regions and states were determined through spatial analytics. Ecological correlation analysis between RSVs and stroke incidences was determined via Pearson's correlations. Forecasted model was yielded through exponential smoothing. HISB showed both cyclical and seasonal patterns. Average RSV was significantly higher during Northeast Monsoon when compared to Southwest Monsoon (P<0.001). "Red alerts" were found in specific regions and states. Significant correlations existed within stroke related queries and actual stroke cases. Forecasted model showed that as HISB continue to rise, stroke incidence may decrease or reach a plateau. The results have provided valuable insights for immediate public health policy interventions.
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页数:13
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