Spread of Academic Success in a High School Social Network
Publication Date
February 13, 2013
Journal
PLOS ONE
Authors
Deanna Blansky, Christina Kavanaugh, Cara Boothroyd, Brianna Benson, et al
Volume
8
Issue
2
Pages
e55944
DOI
https://dx.plos.org/10.1371/journal.pone.0055944
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0055944
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/23418483
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3572170
Europe PMC
http://europepmc.org/abstract/MED/23418483
Web of Science
000315970300075
Scopus
84873906344
Mendeley
http://www.mendeley.com/research/spread-academic-success-high-school-social-network
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Mendeley | Further Information

{"title"=>"Spread of Academic Success in a High School Social Network", "type"=>"journal", "authors"=>[{"first_name"=>"Deanna", "last_name"=>"Blansky", "scopus_author_id"=>"55597267100"}, {"first_name"=>"Christina", "last_name"=>"Kavanaugh", "scopus_author_id"=>"55597222600"}, {"first_name"=>"Cara", "last_name"=>"Boothroyd", "scopus_author_id"=>"55597461000"}, {"first_name"=>"Brianna", "last_name"=>"Benson", "scopus_author_id"=>"55597666700"}, {"first_name"=>"Julie", "last_name"=>"Gallagher", "scopus_author_id"=>"55597322500"}, {"first_name"=>"John", "last_name"=>"Endress", "scopus_author_id"=>"55597222500"}, {"first_name"=>"Hiroki", "last_name"=>"Sayama", "scopus_author_id"=>"7006442975"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84873906344", "doi"=>"10.1371/journal.pone.0055944", "pui"=>"368342603", "pmid"=>"23418483", "scopus"=>"2-s2.0-84873906344", "issn"=>"19326203", "isbn"=>"19326203"}, "id"=>"0300c20d-5cb6-36b5-b1e8-2be1e82df830", "abstract"=>"Application of social network analysis to education has revealed how social network positions of K-12 students correlate with their behavior and academic achievements. However, no study has been conducted on how their social network influences their academic progress over time. Here we investigated correlations between high school students' academic progress over one year and the social environment that surrounds them in their friendship network. We found that students whose friends' average GPA (Grade Point Average) was greater (or less) than their own had a higher tendency toward increasing (or decreasing) their academic ranking over time, indicating social contagion of academic success taking place in their social network.", "link"=>"http://www.mendeley.com/research/spread-academic-success-high-school-social-network", "reader_count"=>68, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>5, "Researcher"=>14, "Student > Doctoral Student"=>3, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>5, "Student > Master"=>12, "Student > Bachelor"=>1, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>2, "Professor"=>7}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>5, "Researcher"=>14, "Student > Doctoral Student"=>3, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>5, "Student > Master"=>12, "Student > Bachelor"=>1, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>2, "Professor"=>7}, "reader_count_by_subject_area"=>{"Unspecified"=>4, "Agricultural and Biological Sciences"=>3, "Business, Management and Accounting"=>5, "Computer Science"=>13, "Decision Sciences"=>2, "Engineering"=>1, "Environmental Science"=>4, "Nursing and Health Professions"=>1, "Mathematics"=>1, "Medicine and Dentistry"=>3, "Physics and Astronomy"=>1, "Psychology"=>8, "Social Sciences"=>22}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>3}, "Social Sciences"=>{"Social Sciences"=>22}, "Decision Sciences"=>{"Decision Sciences"=>2}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>8}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>4}, "Environmental Science"=>{"Environmental Science"=>4}, "Engineering"=>{"Engineering"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>3}, "Computer Science"=>{"Computer Science"=>13}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>5}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}}, "reader_count_by_country"=>{"United States"=>5, "Japan"=>2, "Poland"=>1, "Denmark"=>1, "United Kingdom"=>1, "Portugal"=>1}, "group_count"=>5}

Scopus | Further Information

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Figshare

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  • {"files"=>["https://ndownloader.figshare.com/files/489151"], "description"=>"<p>The horizontal axis represents the difference in ranking between a student’s friends’ average GPA and his/her own GPA (<b><i>x</i></b> = <b><i>x</i></b><sub>friend</sub>). The vertical axis represents the increase/decrease in the student’s ranking after one year (<b><i>y</i></b>). Each dot represents data from one student.</p>", "links"=>[], "tags"=>["science policy", "mathematics"], "article_id"=>159670, "categories"=>["Mathematics", "Science Policy"], "users"=>["Deanna Blansky", "Christina Kavanaugh", "Cara Boothroyd", "Brianna Benson", "Julie Gallagher", "John Endress", "Hiroki Sayama"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0055944.g002", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Positive_correlation_between_the_social_network_environment_and_the_student_8217_s_academic_progress_over_one_year_/159670", "title"=>"Positive correlation between the social network environment and the student’s academic progress over one year.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 15:24:38"}
  • {"files"=>["https://ndownloader.figshare.com/files/489303"], "description"=>"<p><i>y</i>  =  −14.124 + 0.204<i>g</i> + 0.127<i>x</i><sub>acquaintance</sub> + 0.230<i>x</i><sub>friend</sub> + 0.147<i>x</i><sub>best friend</sub></p><p>Independent variables are: <b><i>g</i></b>: student’s academic ranking, and <b><i>x</i></b><i><sub>i</sub></i>: difference in ranking between each student’s self-reported neighbors’ average GPA and his/her own GPA, where <b><i>i</i></b> is either acquaintance, friend or best friend. A highly significant effect of <b><i>g</i></b> was due to the fact that top-ranked students did not change their academic rankings much after one year.</p>", "links"=>[], "tags"=>["linear", "regression", "variables", "january"], "article_id"=>159819, "categories"=>["Mathematics", "Science Policy"], "users"=>["Deanna Blansky", "Christina Kavanaugh", "Cara Boothroyd", "Brianna Benson", "Julie Gallagher", "John Endress", "Hiroki Sayama"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0055944.t001", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Result_of_linear_regression_of_the_student_s_academic_progress_over_one_year_y_on_four_independent_variables_measured_in_January_2011_/159819", "title"=>"Result of linear regression of the student’s academic progress over one year (<i>y</i>) on four independent variables measured in January 2011.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 15:25:24"}
  • {"files"=>["https://ndownloader.figshare.com/files/489046"], "description"=>"<p>Top: Visualizations of networks. Nodes (blue dots) represent individual students. Links (thin red lines) represent their friendships reconstructed from results of the online survey administered in January 2011. Directions of links are omitted for clarity. These plots show the entire network (i.e., there were no disconnected nodes or components in our data). Bottom: Complementary cumulative degree distributions and other network metrics. Red solid lines are for out-degrees, while blue dashed lines for in-degrees. Densities and transitivities were calculated using directed links, while average clustering coefficients were calculated after converting all the links into undirected ones. (A) A network made of all levels of links (acquaintances, friends, and best or close friends). (B) A network made of links for friends and best or close friends only. (C) A network made of best or close friends only.</p>", "links"=>[], "tags"=>["maine-endwell"], "article_id"=>159564, "categories"=>["Mathematics", "Science Policy"], "users"=>["Deanna Blansky", "Christina Kavanaugh", "Cara Boothroyd", "Brianna Benson", "Julie Gallagher", "John Endress", "Hiroki Sayama"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0055944.g001", "stats"=>{"downloads"=>6, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_social_network_in_the_junior_class_of_Maine_Endwell_High_School_at_three_different_levels_/159564", "title"=>"The social network in the junior class of Maine-Endwell High School at three different levels.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 15:23:58"}

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Relative Metric

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