Online Work Force Analyzes Social Media to Identify Consequences of an Unplanned School Closure – Using Technology to Prepare for the Next Pandemic
Identifieur interne : 000857 ( Main/Exploration ); précédent : 000856; suivant : 000858Online Work Force Analyzes Social Media to Identify Consequences of an Unplanned School Closure – Using Technology to Prepare for the Next Pandemic
Auteurs : Jeanette J. Rainey [États-Unis] ; Jasmine Kenney [États-Unis] ; Ben Wilburn [États-Unis] ; Ami Putman [États-Unis] ; Yenlik Zheteyeva [États-Unis] ; Megan O Ullivan [États-Unis]Source :
- PLoS ONE [ 1932-6203 ] ; 2016.
Abstract
During an influenza pandemic, the United States Centers for Disease Control and Prevention (CDC) may recommend school closures. These closures could have unintended consequences for students and their families. Publicly available social media could be analyzed to identify the consequences of an unplanned school closure.
As a proxy for an unplanned, pandemic-related school closure, we used the district-wide school closure due to the September 10–18, 2012 teachers’ strike in Chicago, Illinois. We captured social media posts about the school closure using the Radian6 social media-monitoring platform. An online workforce from Amazon Mechanical Turk categorized each post into one of two groups. The first group included relevant posts that described the impact of the closure on students and their families. The second group included irrelevant posts that described the political aspects of the strike or topics unrelated to the school closure. All relevant posts were further categorized as expressing a positive, negative, or neutral sentiment. We analyzed patterns of relevant posts and sentiment over time and compared our findings to household surveys conducted after other unplanned school closures.
We captured 4,546 social media posts about the district-wide school closure using our search criteria. Of these, 930 (20%) were categorized as relevant by the online workforce. Of the relevant posts, 619 (67%) expressed a negative sentiment, 51 (5%) expressed a positive sentiment, and 260 (28%) were neutral. The number of relevant posts, and especially those with a negative sentiment, peaked on day 1 of the strike. Negative sentiment expressed concerns about childcare, missed school lunches, and the lack of class time for students. This was consistent with findings from previously conducted household surveys.
Social media are publicly available and can readily provide information on the impact of an unplanned school closure on students and their families. Using social media to assess the impact of an unplanned school closure due to a public health event would be informative. An online workforce can effectively assist with the review process.
Url:
DOI: 10.1371/journal.pone.0163207
PubMed: 27655229
PubMed Central: 5031444
Affiliations:
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<front><div type="abstract" xml:lang="en"><sec id="sec001"><title>Background</title>
<p>During an influenza pandemic, the United States Centers for Disease Control and Prevention (CDC) may recommend school closures. These closures could have unintended consequences for students and their families. Publicly available social media could be analyzed to identify the consequences of an unplanned school closure.</p>
</sec>
<sec id="sec002"><title>Methods</title>
<p>As a proxy for an unplanned, pandemic-related school closure, we used the district-wide school closure due to the September 10–18, 2012 teachers’ strike in Chicago, Illinois. We captured social media posts about the school closure using the Radian6 social media-monitoring platform. An online workforce from Amazon Mechanical Turk categorized each post into one of two groups. The first group included relevant posts that described the impact of the closure on students and their families. The second group included irrelevant posts that described the political aspects of the strike or topics unrelated to the school closure. All relevant posts were further categorized as expressing a positive, negative, or neutral sentiment. We analyzed patterns of relevant posts and sentiment over time and compared our findings to household surveys conducted after other unplanned school closures.</p>
</sec>
<sec id="sec003"><title>Results</title>
<p>We captured 4,546 social media posts about the district-wide school closure using our search criteria. Of these, 930 (20%) were categorized as relevant by the online workforce. Of the relevant posts, 619 (67%) expressed a negative sentiment, 51 (5%) expressed a positive sentiment, and 260 (28%) were neutral. The number of relevant posts, and especially those with a negative sentiment, peaked on day 1 of the strike. Negative sentiment expressed concerns about childcare, missed school lunches, and the lack of class time for students. This was consistent with findings from previously conducted household surveys.</p>
</sec>
<sec id="sec004"><title>Conclusion</title>
<p>Social media are publicly available and can readily provide information on the impact of an unplanned school closure on students and their families. Using social media to assess the impact of an unplanned school closure due to a public health event would be informative. An online workforce can effectively assist with the review process.</p>
</sec>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Copeland, Dl" uniqKey="Copeland D">DL Copeland</name>
</author>
<author><name sortKey="Basurto Davila, R" uniqKey="Basurto Davila R">R Basurto-Davila</name>
</author>
<author><name sortKey="Chung, W" uniqKey="Chung W">W Chung</name>
</author>
<author><name sortKey="Kurian, A" uniqKey="Kurian A">A Kurian</name>
</author>
<author><name sortKey="Fishbein, Db" uniqKey="Fishbein D">DB Fishbein</name>
</author>
<author><name sortKey="Szymanowski, P" uniqKey="Szymanowski P">P Szymanowski</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Chao, Dl" uniqKey="Chao D">DL Chao</name>
</author>
<author><name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author><name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Earn, Dj" uniqKey="Earn D">DJ Earn</name>
</author>
<author><name sortKey="He, D" uniqKey="He D">D He</name>
</author>
<author><name sortKey="Loeb, Mb" uniqKey="Loeb M">MB Loeb</name>
</author>
<author><name sortKey="Fonseca, K" uniqKey="Fonseca K">K Fonseca</name>
</author>
<author><name sortKey="Lee, Be" uniqKey="Lee B">BE Lee</name>
</author>
<author><name sortKey="Dushoff, J" uniqKey="Dushoff J">J Dushoff</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Holloway, R" uniqKey="Holloway R">R Holloway</name>
</author>
<author><name sortKey="Rasmussen, Sa" uniqKey="Rasmussen S">SA Rasmussen</name>
</author>
<author><name sortKey="Zaza, S" uniqKey="Zaza S">S Zaza</name>
</author>
<author><name sortKey="Cox, Nj" uniqKey="Cox N">NJ Cox</name>
</author>
<author><name sortKey="Jernigan, Db" uniqKey="Jernigan D">DB Jernigan</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Epson, Ee" uniqKey="Epson E">EE Epson</name>
</author>
<author><name sortKey="Zheteyeva, Ya" uniqKey="Zheteyeva Y">YA Zheteyeva</name>
</author>
<author><name sortKey="Rainey, Jj" uniqKey="Rainey J">JJ Rainey</name>
</author>
<author><name sortKey="Gao, H" uniqKey="Gao H">H Gao</name>
</author>
<author><name sortKey="Shi, J" uniqKey="Shi J">J Shi</name>
</author>
<author><name sortKey="Uzicanin, A" uniqKey="Uzicanin A">A Uzicanin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Russell, Es" uniqKey="Russell E">ES Russell</name>
</author>
<author><name sortKey="Zheteyeva, Y" uniqKey="Zheteyeva Y">Y Zheteyeva</name>
</author>
<author><name sortKey="Gao, H" uniqKey="Gao H">H Gao</name>
</author>
<author><name sortKey="Shi, J" uniqKey="Shi J">J Shi</name>
</author>
<author><name sortKey="Rainey, Jj" uniqKey="Rainey J">JJ Rainey</name>
</author>
<author><name sortKey="Thoroughman, D" uniqKey="Thoroughman D">D Thoroughman</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Gift, Tl" uniqKey="Gift T">TL Gift</name>
</author>
<author><name sortKey="Palekar, Rs" uniqKey="Palekar R">RS Palekar</name>
</author>
<author><name sortKey="Sodha, Sv" uniqKey="Sodha S">SV Sodha</name>
</author>
<author><name sortKey="Kent, Ck" uniqKey="Kent C">CK Kent</name>
</author>
<author><name sortKey="Fagan, Rp" uniqKey="Fagan R">RP Fagan</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Johnson, Aj" uniqKey="Johnson A">AJ Johnson</name>
</author>
<author><name sortKey="Moore, Zs" uniqKey="Moore Z">ZS Moore</name>
</author>
<author><name sortKey="Edelson, Pj" uniqKey="Edelson P">PJ Edelson</name>
</author>
<author><name sortKey="Kinnane, L" uniqKey="Kinnane L">L Kinnane</name>
</author>
<author><name sortKey="Davies, M" uniqKey="Davies M">M Davies</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Miller, Jc" uniqKey="Miller J">JC Miller</name>
</author>
<author><name sortKey="Danon, L" uniqKey="Danon L">L Danon</name>
</author>
<author><name sortKey="O Hagan, Jj" uniqKey="O Hagan J">JJ O'Hagan</name>
</author>
<author><name sortKey="Goldstein, E" uniqKey="Goldstein E">E Goldstein</name>
</author>
<author><name sortKey="Lajous, M" uniqKey="Lajous M">M Lajous</name>
</author>
<author><name sortKey="Lipsitch, M" uniqKey="Lipsitch M">M Lipsitch</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Eysenbach, G" uniqKey="Eysenbach G">G Eysenbach</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Salathe, M" uniqKey="Salathe M">M Salathé</name>
</author>
<author><name sortKey="Bengtsson, L" uniqKey="Bengtsson L">L Bengtsson</name>
</author>
<author><name sortKey="Bodnar, Tj" uniqKey="Bodnar T">TJ Bodnar</name>
</author>
<author><name sortKey="Brewer, Dd" uniqKey="Brewer D">DD Brewer</name>
</author>
<author><name sortKey="Brownstein, Js" uniqKey="Brownstein J">JS Brownstein</name>
</author>
<author><name sortKey="Buckee, C" uniqKey="Buckee C">C Buckee</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Brownstein, Js" uniqKey="Brownstein J">JS Brownstein</name>
</author>
<author><name sortKey="Freifeld, Cc" uniqKey="Freifeld C">CC Freifeld</name>
</author>
<author><name sortKey="Madoff, Lc" uniqKey="Madoff L">LC Madoff</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Salathe, M" uniqKey="Salathe M">M Salathé</name>
</author>
<author><name sortKey="Khandelwal, S" uniqKey="Khandelwal S">S Khandelwal</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Signorini, A" uniqKey="Signorini A">A Signorini</name>
</author>
<author><name sortKey="Segre, Am" uniqKey="Segre A">AM Segre</name>
</author>
<author><name sortKey="Polgreen, Pm" uniqKey="Polgreen P">PM Polgreen</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Broniatowski, Da" uniqKey="Broniatowski D">DA Broniatowski</name>
</author>
<author><name sortKey="Paul, Mj" uniqKey="Paul M">MJ Paul</name>
</author>
<author><name sortKey="Dredze, M" uniqKey="Dredze M">M Dredze</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ramagopalan, S" uniqKey="Ramagopalan S">S Ramagopalan</name>
</author>
<author><name sortKey="Wasiak, R" uniqKey="Wasiak R">R Wasiak</name>
</author>
<author><name sortKey="Cox, Ap" uniqKey="Cox A">AP Cox</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Freifeld, Cc" uniqKey="Freifeld C">CC Freifeld</name>
</author>
<author><name sortKey="Brownstein, Js" uniqKey="Brownstein J">JS Brownstein</name>
</author>
<author><name sortKey="Menone, Cm" uniqKey="Menone C">CM Menone</name>
</author>
<author><name sortKey="Bao, W" uniqKey="Bao W">W Bao</name>
</author>
<author><name sortKey="Filice, R" uniqKey="Filice R">R Filice</name>
</author>
<author><name sortKey="Kass Hout, T" uniqKey="Kass Hout T">T Kass-Hout</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dyer, Oj" uniqKey="Dyer O">OJ Dyer</name>
</author>
<author><name sortKey="Castr Sanchez, E" uniqKey="Castr Sanchez E">E Castr-Sanchez</name>
</author>
<author><name sortKey="Homes, Ah" uniqKey="Homes A">AH Homes</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Keller, M" uniqKey="Keller M">M Keller</name>
</author>
<author><name sortKey="Blench, M" uniqKey="Blench M">M Blench</name>
</author>
<author><name sortKey="Tolentino, H" uniqKey="Tolentino H">H Tolentino</name>
</author>
<author><name sortKey="Freifeld, Cc" uniqKey="Freifeld C">CC Freifeld</name>
</author>
<author><name sortKey="Mandl, Kd" uniqKey="Mandl K">KD Mandl</name>
</author>
<author><name sortKey="Mawudeku, A" uniqKey="Mawudeku A">A Mawudeku</name>
</author>
</analytic>
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<author><name sortKey="Moreland Russel, S" uniqKey="Moreland Russel S">S Moreland-Russel</name>
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<author><name sortKey="Choucair, B" uniqKey="Choucair B">B Choucair</name>
</author>
<author><name sortKey="Mansour, R" uniqKey="Mansour R">R Mansour</name>
</author>
<author><name sortKey="Staub, M" uniqKey="Staub M">M Staub</name>
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</author>
<author><name sortKey="Mekaru, Sr" uniqKey="Mekaru S">SR Mekaru</name>
</author>
<author><name sortKey="Tomasulo, Af" uniqKey="Tomasulo A">AF Tomasulo</name>
</author>
<author><name sortKey="Brownstein, Js" uniqKey="Brownstein J">JS Brownstein</name>
</author>
</analytic>
</biblStruct>
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<author><name sortKey="Dietz, Je" uniqKey="Dietz J">JE Dietz</name>
</author>
<author><name sortKey="Stirratt, Aa" uniqKey="Stirratt A">AA Stirratt</name>
</author>
<author><name sortKey="Coster, Dc" uniqKey="Coster D">DC Coster</name>
</author>
</analytic>
</biblStruct>
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</author>
<author><name sortKey="Ram, Pk" uniqKey="Ram P">PK Ram</name>
</author>
<author><name sortKey="Kozlowski, Lt" uniqKey="Kozlowski L">LT Kozlowski</name>
</author>
<author><name sortKey="Smith, Km" uniqKey="Smith K">KM Smith</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Agolory, Sg" uniqKey="Agolory S">SG Agolory</name>
</author>
<author><name sortKey="Barbot, O" uniqKey="Barbot O">O Barbot</name>
</author>
<author><name sortKey="Averhoff, F" uniqKey="Averhoff F">F Averhoff</name>
</author>
<author><name sortKey="Weiss, D" uniqKey="Weiss D">D Weiss</name>
</author>
<author><name sortKey="Wilson, E" uniqKey="Wilson E">E Wilson</name>
</author>
<author><name sortKey="Egger, J" uniqKey="Egger J">J Egger</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dooyema, Ca" uniqKey="Dooyema C">CA Dooyema</name>
</author>
<author><name sortKey="Copeland, D" uniqKey="Copeland D">D Copeland</name>
</author>
<author><name sortKey="Sinclair, Jr" uniqKey="Sinclair J">JR Sinclair</name>
</author>
<author><name sortKey="Shi, J" uniqKey="Shi J">J Shi</name>
</author>
<author><name sortKey="Wilkins, M" uniqKey="Wilkins M">M Wilkins</name>
</author>
<author><name sortKey="Wells, E" uniqKey="Wells E">E Wells</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Tuarob, S" uniqKey="Tuarob S">S Tuarob</name>
</author>
<author><name sortKey="Tucker, Cs" uniqKey="Tucker C">CS Tucker</name>
</author>
<author><name sortKey="Salathe, M" uniqKey="Salathe M">M Salathé</name>
</author>
<author><name sortKey="Ram, N" uniqKey="Ram N">N Ram</name>
</author>
</analytic>
</biblStruct>
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</TEI>
<affiliations><list><country><li>États-Unis</li>
</country>
<region><li>Géorgie (États-Unis)</li>
<li>Tennessee</li>
</region>
</list>
<tree><country name="États-Unis"><region name="Géorgie (États-Unis)"><name sortKey="Rainey, Jeanette J" sort="Rainey, Jeanette J" uniqKey="Rainey J" first="Jeanette J." last="Rainey">Jeanette J. Rainey</name>
</region>
<name sortKey="Kenney, Jasmine" sort="Kenney, Jasmine" uniqKey="Kenney J" first="Jasmine" last="Kenney">Jasmine Kenney</name>
<name sortKey="O Ullivan, Megan" sort="O Ullivan, Megan" uniqKey="O Ullivan M" first="Megan" last="O Ullivan">Megan O Ullivan</name>
<name sortKey="Putman, Ami" sort="Putman, Ami" uniqKey="Putman A" first="Ami" last="Putman">Ami Putman</name>
<name sortKey="Wilburn, Ben" sort="Wilburn, Ben" uniqKey="Wilburn B" first="Ben" last="Wilburn">Ben Wilburn</name>
<name sortKey="Zheteyeva, Yenlik" sort="Zheteyeva, Yenlik" uniqKey="Zheteyeva Y" first="Yenlik" last="Zheteyeva">Yenlik Zheteyeva</name>
</country>
</tree>
</affiliations>
</record>
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