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10.1016/j.socscimed.2021.114215 http://scihub22266oqcxt.onion/10.1016/j.socscimed.2021.114215 34364158!8417351!34364158     free     free     free Deprecated: Implicit conversion from float 213.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 213.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 213.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 213.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 213.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534       Soc+Sci+Med 2021 ; 285 (ä): 114215 Nephropedia Template TP {{tp|p=34364158|t=2021. Emergence of knowledge communities and information centralization during the COVID-19 pandemic |pdf=|usr=}}{{34364158}} gab.com Text Emergence of knowledge communities and information centralization during the COVID-19 pandemic JO: Soc Sci Med http://www.kidney.de/pget.php?&tw=1&pmid=34364158 #FOAvip BACKGROUND: As COVID-19 spreads worldwide, an infodemic - i.e., an over-abundance of information, reliable or not - spreads across the physical and the digital worlds, triggering behavioral responses which cause public health concern. METHODS: We study 200 million interactions captured from Twitter during the early stage of the pandemic, from January to April 2020, to understand its socio-informational structure on a global scale. FINDINGS: The COVID-19 global communication network is characterized by knowledge groups, hierarchically organized in sub-groups with well-defined geo-political and ideological characteristics. Communication is mostly segregated within groups and driven by a small number of subjects: 0.1% of users account for up to 45% and 10% of activities and news shared, respectively, centralizing the information flow. INTERPRETATION: Contradicting the idea that digital social media favor active participation and co-creation of online content, our results imply that public health policy strategies to counter the effects of the infodemic must not only focus on information content, but also on the social articulation of its diffusion mechanisms, as a given community tends to be relatively impermeable to news generated by non-aligned sources. Twit Text FOAVip Emergence of knowledge communities and information centralization during the COVID-19 pandemic ????Soc Sci Med http://www.kidney.de/pget.php?&tw=1&pmid=34364158 #FOAvip Twit Text # Free Paper on # # # # # LINK http://www.kidney.de/pget.php?&tw=1&pmid=34364158 #FOAvip English Wikipedia <ref>{{Cite pmid|34364158}}</ref> Emergence of knowledge communities and information centralization during the COVID-19 pandemic #MMPMID34364158 Sacco PL; Gallotti R; Pilati F; Castaldo N; De Domenico M Soc Sci Med 2021[Sep]; 285 (ä): 114215 PMID34364158show ga BACKGROUND: As COVID-19 spreads worldwide, an infodemic - i.e., an over-abundance of information, reliable or not - spreads across the physical and the digital worlds, triggering behavioral responses which cause public health concern. METHODS: We study 200 million interactions captured from Twitter during the early stage of the pandemic, from January to April 2020, to understand its socio-informational structure on a global scale. FINDINGS: The COVID-19 global communication network is characterized by knowledge groups, hierarchically organized in sub-groups with well-defined geo-political and ideological characteristics. Communication is mostly segregated within groups and driven by a small number of subjects: 0.1% of users account for up to 45% and 10% of activities and news shared, respectively, centralizing the information flow. INTERPRETATION: Contradicting the idea that digital social media favor active participation and co-creation of online content, our results imply that public health policy strategies to counter the effects of the infodemic must not only focus on information content, but also on the social articulation of its diffusion mechanisms, as a given community tends to be relatively impermeable to news generated by non-aligned sources. |*COVID-19[MESH] |*Social Media[MESH] |Humans[MESH] |Pandemics[MESH] |Public Health[MESH]Emergence of knowledge communities and information centralization duri(epmc).pdf DeepDyve Pubget Overpricing