Matches in SemOpenAlex for { <https://semopenalex.org/work/W4244577105> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4244577105 abstract "<sec> <title>BACKGROUND</title> Asthma affects over 330 million people worldwide. Timing of asthma event is extremely important and lack of identification of asthma increases the risk of death. A major challenge for health systems is the length of time between symptom onset and care seeking, which could result in delayed treatment initiation and worsening of symptoms. </sec> <sec> <title>OBJECTIVE</title> This study evaluates the utility of the Internet search query data for the identification of the onset of asthma symptoms. </sec> <sec> <title>METHODS</title> Pearson correlation coefficients between the time series of hospital admissions and Google searches were computed at lag times from 4 weeks prior to hospital admission to 4 weeks after hospital admission. ARIMAX - autoregressive model, using an AR process with lag 1 and 2 with introducing Google searches of weeks -1 and -2 as exogenous variables were conducted to validate our correlation results. </sec> <sec> <title>RESULTS</title> Google search volume for asthma had the highest correlation at 2 weeks (P<.001) before hospital admission. The ARIMAX, - autoregressive model, using an AR process showed the relative searches from Google about asthma were significant at 1 (P=.001), and 2 (P=.001). </sec> <sec> <title>CONCLUSIONS</title> Our findings demonstration Internet search queries may provide a real-time signal for asthma events and may be useful to measure timing of symptom onset. </sec> <sec> <title>CLINICALTRIAL</title> <p /> </sec>" @default.
- W4244577105 created "2022-05-12" @default.
- W4244577105 creator A5020269629 @default.
- W4244577105 creator A5031057494 @default.
- W4244577105 creator A5089741734 @default.
- W4244577105 date "2020-03-06" @default.
- W4244577105 modified "2023-09-27" @default.
- W4244577105 title "Estimation of asthma symptom onset using Internet search queries: A lag-time series analysis (Preprint)" @default.
- W4244577105 cites W1964072817 @default.
- W4244577105 cites W1968234907 @default.
- W4244577105 cites W1982173905 @default.
- W4244577105 cites W2021115413 @default.
- W4244577105 cites W2071519112 @default.
- W4244577105 cites W2079515288 @default.
- W4244577105 cites W2083753594 @default.
- W4244577105 cites W2084084741 @default.
- W4244577105 cites W2117534072 @default.
- W4244577105 cites W2130094219 @default.
- W4244577105 cites W2193397352 @default.
- W4244577105 cites W2329650462 @default.
- W4244577105 cites W2486271310 @default.
- W4244577105 cites W2756114779 @default.
- W4244577105 cites W2765726697 @default.
- W4244577105 doi "https://doi.org/10.2196/preprints.18593" @default.
- W4244577105 hasPublicationYear "2020" @default.
- W4244577105 type Work @default.
- W4244577105 citedByCount "0" @default.
- W4244577105 crossrefType "posted-content" @default.
- W4244577105 hasAuthorship W4244577105A5020269629 @default.
- W4244577105 hasAuthorship W4244577105A5031057494 @default.
- W4244577105 hasAuthorship W4244577105A5089741734 @default.
- W4244577105 hasBestOaLocation W42445771052 @default.
- W4244577105 hasConcept C105795698 @default.
- W4244577105 hasConcept C126322002 @default.
- W4244577105 hasConcept C159877910 @default.
- W4244577105 hasConcept C2776042228 @default.
- W4244577105 hasConcept C33923547 @default.
- W4244577105 hasConcept C71924100 @default.
- W4244577105 hasConceptScore W4244577105C105795698 @default.
- W4244577105 hasConceptScore W4244577105C126322002 @default.
- W4244577105 hasConceptScore W4244577105C159877910 @default.
- W4244577105 hasConceptScore W4244577105C2776042228 @default.
- W4244577105 hasConceptScore W4244577105C33923547 @default.
- W4244577105 hasConceptScore W4244577105C71924100 @default.
- W4244577105 hasLocation W42445771051 @default.
- W4244577105 hasLocation W42445771052 @default.
- W4244577105 hasOpenAccess W4244577105 @default.
- W4244577105 hasPrimaryLocation W42445771051 @default.
- W4244577105 hasRelatedWork W11728485 @default.
- W4244577105 hasRelatedWork W11829895 @default.
- W4244577105 hasRelatedWork W14466887 @default.
- W4244577105 hasRelatedWork W17219656 @default.
- W4244577105 hasRelatedWork W17493533 @default.
- W4244577105 hasRelatedWork W17673789 @default.
- W4244577105 hasRelatedWork W3129177 @default.
- W4244577105 hasRelatedWork W4989164 @default.
- W4244577105 hasRelatedWork W6343980 @default.
- W4244577105 hasRelatedWork W22103748 @default.
- W4244577105 isParatext "false" @default.
- W4244577105 isRetracted "false" @default.
- W4244577105 workType "article" @default.