FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3134265538> ?p ?o ?g. }

• W3134265538 endingPage "e0247997" @default.
• W3134265538 startingPage "e0247997" @default.
• W3134265538 abstract "During medical pandemics, protective behaviors need to be motivated by effective communication, where finding predictors of fear and perceived health is of critical importance. The varying trajectories of the COVID-19 pandemic in different countries afford the opportunity to assess the unique influence of ‘macro-level’ environmental factors and ‘micro-level’ psychological variables on both fear and perceived health. Here, we investigate predictors of fear and perceived health using machine learning as lockdown restrictions in response to the COVID-19 pandemic were introduced in Austria, Spain, Poland and Czech Republic. Over a seven-week period, 533 participants completed weekly self-report surveys which measured the target variables subjective fear of the virus and perceived health, in addition to potential predictive variables related to psychological factors, social factors, perceived vulnerability to disease (PVD), and economic circumstances. Viral spread, mortality and governmental responses were further included in the analysis as potential environmental predictors. Results revealed that our models could accurately predict fear of the virus (accounting for approximately 23% of the variance) using predictive factors such as worrying about shortages in food supplies and perceived vulnerability to disease (PVD), where interestingly, environmental factors such as spread of the virus and governmental restrictions did not contribute to this prediction. Furthermore, our results revealed that perceived health could be predicted using PVD, physical exercise, attachment anxiety and age as input features, albeit with smaller effect sizes. Taken together, our results emphasize the importance of ‘micro-level’ psychological factors, as opposed to ‘macro-level’ environmental factors, when predicting fear and perceived health, and offer a starting point for more extensive research on the influences of pathogen threat and governmental restrictions on the psychology of fear and health." @default.
• W3134265538 created "2021-03-15" @default.
• W3134265538 creator A5014137763 @default.
• W3134265538 creator A5020654040 @default.
• W3134265538 creator A5026285918 @default.
• W3134265538 creator A5048152634 @default.
• W3134265538 creator A5061072100 @default.
• W3134265538 creator A5062937184 @default.
• W3134265538 creator A5068468453 @default.
• W3134265538 creator A5074536395 @default.
• W3134265538 creator A5080545075 @default.
• W3134265538 creator A5090929232 @default.
• W3134265538 date "2021-03-11" @default.
• W3134265538 modified "2023-10-18" @default.
• W3134265538 title "Predicting fear and perceived health during the COVID-19 pandemic using machine learning: A cross-national longitudinal study" @default.
• W3134265538 cites W1506831390 @default.
• W3134265538 cites W1855721324 @default.
• W3134265538 cites W1930051970 @default.
• W3134265538 cites W1968732812 @default.
• W3134265538 cites W1979363967 @default.
• W3134265538 cites W1981530872 @default.
• W3134265538 cites W1981820895 @default.
• W3134265538 cites W1983281584 @default.
• W3134265538 cites W1997092577 @default.
• W3134265538 cites W1999662809 @default.
• W3134265538 cites W2003490123 @default.
• W3134265538 cites W2009808397 @default.
• W3134265538 cites W2022361963 @default.
• W3134265538 cites W2022429467 @default.
• W3134265538 cites W2037306295 @default.
• W3134265538 cites W2055851684 @default.
• W3134265538 cites W2056132907 @default.
• W3134265538 cites W2072595095 @default.
• W3134265538 cites W2073457543 @default.
• W3134265538 cites W2075224385 @default.
• W3134265538 cites W2077471404 @default.
• W3134265538 cites W2079141905 @default.
• W3134265538 cites W2086893323 @default.
• W3134265538 cites W2092668163 @default.
• W3134265538 cites W2096762669 @default.
• W3134265538 cites W2101322811 @default.
• W3134265538 cites W2110287075 @default.
• W3134265538 cites W2126921655 @default.
• W3134265538 cites W2142931104 @default.
• W3134265538 cites W2143061410 @default.
• W3134265538 cites W2143562925 @default.
• W3134265538 cites W2238586764 @default.
• W3134265538 cites W2284729062 @default.
• W3134265538 cites W2478670127 @default.
• W3134265538 cites W2530428060 @default.
• W3134265538 cites W2610397189 @default.
• W3134265538 cites W2765449478 @default.
• W3134265538 cites W2787427645 @default.
• W3134265538 cites W2911964244 @default.
• W3134265538 cites W2999930990 @default.
• W3134265538 cites W3006659024 @default.
• W3134265538 cites W3009155494 @default.
• W3134265538 cites W3013473577 @default.
• W3134265538 cites W3016902371 @default.
• W3134265538 cites W3021900567 @default.
• W3134265538 cites W3022095355 @default.
• W3134265538 cites W3037497307 @default.
• W3134265538 cites W3045064582 @default.
• W3134265538 cites W3046058631 @default.
• W3134265538 cites W3046249824 @default.
• W3134265538 cites W3046685269 @default.
• W3134265538 cites W3047870835 @default.
• W3134265538 cites W3084107433 @default.
• W3134265538 cites W3086241785 @default.
• W3134265538 cites W3087560877 @default.
• W3134265538 cites W3089627518 @default.
• W3134265538 cites W3093181506 @default.
• W3134265538 cites W3098644722 @default.
• W3134265538 cites W3112522213 @default.
• W3134265538 cites W3161903158 @default.
• W3134265538 cites W3174861783 @default.
• W3134265538 cites W4205739417 @default.
• W3134265538 cites W4252921918 @default.
• W3134265538 cites W4253600352 @default.
• W3134265538 doi "https://doi.org/10.1371/journal.pone.0247997" @default.
• W3134265538 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7951840" @default.
• W3134265538 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33705439" @default.
• W3134265538 hasPublicationYear "2021" @default.
• W3134265538 type Work @default.
• W3134265538 sameAs 3134265538 @default.
• W3134265538 citedByCount "33" @default.
• W3134265538 countsByYear W31342655382021 @default.
• W3134265538 countsByYear W31342655382022 @default.
• W3134265538 countsByYear W31342655382023 @default.
• W3134265538 crossrefType "journal-article" @default.
• W3134265538 hasAuthorship W3134265538A5014137763 @default.
• W3134265538 hasAuthorship W3134265538A5020654040 @default.
• W3134265538 hasAuthorship W3134265538A5026285918 @default.
• W3134265538 hasAuthorship W3134265538A5048152634 @default.
• W3134265538 hasAuthorship W3134265538A5061072100 @default.
• W3134265538 hasAuthorship W3134265538A5062937184 @default.
• W3134265538 hasAuthorship W3134265538A5068468453 @default.
• W3134265538 hasAuthorship W3134265538A5074536395 @default.

• next