Employment Growth through Labor Flow Networks
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Employment Growth through Labor Flow Networks", "type"=>"journal", "authors"=>[{"first_name"=>"Omar A.", "last_name"=>"Guerrero", "scopus_author_id"=>"55511204700"}, {"first_name"=>"Robert L.", "last_name"=>"Axtell", "scopus_author_id"=>"7006823794"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "sgr"=>"84877050579", "doi"=>"10.1371/journal.pone.0060808", "scopus"=>"2-s2.0-84877050579", "pui"=>"368847588", "pmid"=>"23658682"}, "id"=>"05cdcf9d-d4c5-3ee7-aa4d-0c3be7b34274", "abstract"=>"It is conventional in labor economics to treat all workers who are seeking new jobs as belonging to a labor pool, and all firms that have job vacancies as an employer pool, and then match workers to jobs. Here we develop a new approach to study labor and firm dynamics. By combining the emerging science of networks with newly available employment micro-data, comprehensive at the level of whole countries, we are able to broadly characterize the process through which workers move between firms. Specifically, for each firm in an economy as a node in a graph, we draw edges between firms if a worker has migrated between them, possibly with a spell of unemployment in between. An economy's overall graph of firm-worker interactions is an object we call the labor flow network (LFN). This is the first study that characterizes a LFN for an entire economy. We explore the properties of this network, including its topology, its community structure, and its relationship to economic variables. It is shown that LFNs can be useful in identifying firms with high growth potential. We relate LFNs to other notions of high performance firms. Specifically, it is shown that fewer than 10% of firms account for nearly 90% of all employment growth. We conclude with a model in which empirically-salient LFNs emerge from the interaction of heterogeneous adaptive agents in a decentralized labor market.", "link"=>"http://www.mendeley.com/research/employment-growth-through-labor-flow-networks", "reader_count"=>40, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>3, "Student > Doctoral Student"=>4, "Researcher"=>6, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>1, "Other"=>2, "Student > Master"=>1, "Student > Bachelor"=>1, "Lecturer"=>1, "Professor"=>5}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>3, "Student > Doctoral Student"=>4, "Researcher"=>6, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>1, "Other"=>2, "Student > Master"=>1, "Student > Bachelor"=>1, "Lecturer"=>1, "Professor"=>5}, "reader_count_by_subject_area"=>{"Unspecified"=>3, "Engineering"=>1, "Environmental Science"=>3, "Mathematics"=>2, "Business, Management and Accounting"=>4, "Physics and Astronomy"=>4, "Social Sciences"=>8, "Computer Science"=>7, "Economics, Econometrics and Finance"=>8}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Social Sciences"=>{"Social Sciences"=>8}, "Physics and Astronomy"=>{"Physics and Astronomy"=>4}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>8}, "Computer Science"=>{"Computer Science"=>7}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>4}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>3}, "Environmental Science"=>{"Environmental Science"=>3}}, "reader_count_by_country"=>{"New Zealand"=>1, "United States"=>2, "Finland"=>1, "Brazil"=>1, "United Kingdom"=>1, "Italy"=>1, "Portugal"=>1, "Germany"=>1, "Estonia"=>1, "Spain"=>3}, "group_count"=>5}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84877050579"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84877050579?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84877050579&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84877050579&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84877050579", "dc:identifier"=>"SCOPUS_ID:84877050579", "eid"=>"2-s2.0-84877050579", "dc:title"=>"Employment Growth through Labor Flow Networks", "dc:creator"=>"Guerrero O.A.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"8", "prism:issueIdentifier"=>"5", "prism:pageRange"=>nil, "prism:coverDate"=>"2013-05-02", "prism:coverDisplayDate"=>"2 May 2013", "prism:doi"=>"10.1371/journal.pone.0060808", "citedby-count"=>"20", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"George Mason University, Fairfax Campus", "affiliation-city"=>"Fairfax", "affiliation-country"=>"United States"}], "pubmed-id"=>"23658682", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e60808", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0060808", "share_count"=>1, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>1}

Twitter

Counter

  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"113", "xml_views"=>"11", "html_views"=>"1179"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"138"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"181"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"2", "html_views"=>"177"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"100"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"79"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"71"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"2", "html_views"=>"78"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"2", "html_views"=>"52"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"85"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"6", "xml_views"=>"2", "html_views"=>"52"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"76"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"106"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"94"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"86"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"54"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"198"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"45"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"57"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"22", "xml_views"=>"1", "html_views"=>"59"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"49"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"55"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"64"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"49"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"41"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"43"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"60"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"63"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"41"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"2", "html_views"=>"38"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"48"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"67"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"93"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"62"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"14"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"42"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"35"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"36"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"3", "html_views"=>"23"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"17"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"27"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"49"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"2", "html_views"=>"26"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"35"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"23"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"23"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"33"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"17"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"40"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"36"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"30"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"38"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"12", "xml_views"=>"2", "html_views"=>"28"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"13"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"28"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"26", "xml_views"=>"1", "html_views"=>"32"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"27"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"17"}
  • {"month"=>"8", "year"=>"2020", "pdf_views"=>"33", "xml_views"=>"1", "html_views"=>"20"}
  • {"month"=>"9", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"21"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1051884"], "description"=>"<p>Panels A and B provide a visual example of clusters in a reduced version of the LFN. The nodes represent industrial/geographical sectors as defined by the three-digit classifications from Statistics Finland. In panel B we provide information about the population of the eight largest cities in the country in order to illustrate the high concentration in southern districts. For both panel A and B, the color gradient corresponds to two-digit classifications. Their networks are laid out by the Force Atlas algorithm, which groups nodes according the strength of their ties. Panels C and D show the density matrices of the detected communities and the predefined industrial/geographical sectors. Each column has been normalized to illustrate the diversity of sectors in each community as a heat map. Cells represent the share of firms that each industry/region has in its respective community. The normalized total number of firms in each community is plotted on top of the heat maps. An inverted series of the Herfindahl–Hirschman index is plotted in charts bellow the heat maps.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks"], "article_id"=>696460, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.g004", "stats"=>{"downloads"=>0, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Communities_of_firms_/696460", "title"=>"Communities of firms.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-02 01:47:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051880"], "description"=>"<p>Data from panels A and B were fitted using maximum likelihood estimation. Due to the unusual magnitude of the scaling parameter estimated for panel B, we do not think it is a power law. However, other skewed distributions do not produce better fits under the Kolmogorov-Smirnov criteria. We used kernel regression to identify critical regions in panel C. Estimations in panel D were made with OLS. Panel E shows the universe of firms in Finland. Only 1% of the edges are drawn. The size of the node represents the degree. The color identifies firms with the same <i>k</i>-core index. The image was produced with the visualization tool LaNet-vi and it shows the organization of the LFN into a core-periphery structure. Groups of firms are less tightly connected as we move from the center to the outside rings.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks"], "article_id"=>696456, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.g001", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Topology_of_the_labor_flow_network_from_Finland_/696456", "title"=>"Topology of the labor flow network from Finland.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-02 01:47:36"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051893"], "description"=>"<p>Data from panels A and B were fitted using maximum likelihood estimation. We used kernel regression to identify critical regions in panel C and F. Fitting in panels D and E were made with OLS. Panels A to D correspond to the results shown in panels A to D in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0060808#pone-0060808-g001\" target=\"_blank\">Figures 1</a> and <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0060808#pone-0060808-g002\" target=\"_blank\">2</a>. Panels E and F correspond to the results presented in panels A and C in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0060808#pone-0060808-g003\" target=\"_blank\">Figure 3</a>.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks"], "article_id"=>696469, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.g006", "stats"=>{"downloads"=>2, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Model_output_/696469", "title"=>"Model output.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-02 01:47:49"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051883"], "description"=>"<p>Critical regions in panels B and C were identified using kernel regressions.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks"], "article_id"=>696459, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.g003", "stats"=>{"downloads"=>0, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Correlations_between_network_properties_and_economic_variables_/696459", "title"=>"Correlations between network properties and economic variables.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-02 01:47:39"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051897"], "description"=>"<p>Source: OECD.</p>1<p>Thousands.</p>2<p>Billion US dollars, current prices and PPPs.</p>3<p>US dollars, current prices and PPPs.</p>4<p>Share of persons of working age in employment.</p>5<p>As a percentage of total employment.</p>6<p>As a percentage of labor force.</p>7<p>Persons unemployed for 12 months or more as a percentage of total unemployed.</p>8<p>GDP per capita divided by the average of total hours worked annually by a person.</p>9<p>Percentage of GDP invested in research and development.</p>10<p>Percentage of the value added from the business sector that comes from the Information and Communication Technologies (ICT).</p>11<p>Number of firms in the manufacturing sector (MFG) with size in number of employees.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks", "finland"], "article_id"=>696473, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.t001", "stats"=>{"downloads"=>4, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_between_Finland_and_Mexico_/696473", "title"=>"Comparison between Finland and Mexico.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-05-02 01:47:53"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051882"], "description"=>"<p>Data from panels A and B were fitted using maximum likelihood estimation. We used kernel regression to identify critical regions in panel C. Estimations in panel D were made with OLS. Each panel corresponds to one with the same letter in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0060808#pone-0060808-g001\" target=\"_blank\">Figure 1</a>.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks"], "article_id"=>696458, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.g002", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Topology_of_the_labor_flow_network_from_Mexico_/696458", "title"=>"Topology of the labor flow network from Mexico.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-02 01:47:38"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051895"], "description"=>"<p>Logistic regressions with marginal effects of covariates. The model was performed for the Finnish dataset. Non-survivor firms were excluded. Closeness, betweenness, clustering coefficients, and neighbors in same municipality are in percentages. It must be noted that although closeness and betweenness are in percentage, their empirical range is quite restricted. For example, the firm with highest betweenness has a level of nearly 7%, thus the high marginal effect. Standard errors in parentheses.</p>***<p>significant at 1%.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks"], "article_id"=>696471, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.t002", "stats"=>{"downloads"=>1, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_LFN_and_employment_growth_/696471", "title"=>"LFN and employment growth.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-05-02 01:47:51"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051896"], "description"=>"<p>Firms were classified using the taxonomy presented in the <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0060808#s2\" target=\"_blank\">Materials and methods</a> section. Employment growth was measured only for survivor firms using <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0060808#pone.0060808.e001\" target=\"_blank\">equation (1)</a>. Shares are in terms of the total employment growth of the Finnish economy.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks", "types"], "article_id"=>696472, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.t003", "stats"=>{"downloads"=>2, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Employment_by_types_of_firms_/696472", "title"=>"Employment by types of firms.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-05-02 01:47:52"}
  • {"files"=>["https://ndownloader.figshare.com/files/1051891"], "description"=>"<p>The Venn diagram is approximately proportional to the number of firms in each category. The bar chart compares total employment of each group in each sector. Industries are classified using the 2-digit European Union's classification of economic activities, NACE.</p>", "links"=>[], "tags"=>["Computer modeling", "Applied mathematics", "Complex systems", "game theory", "Mathematical computing", "Nonlinear dynamics", "Interdisciplinary physics", "Economics", "Economic models", "Economic competition", "industrial organization", "Labor economics", "Macroeconomics", "Political science", "Labor studies", "public policy", "Sociology", "Computational sociology", "social networks", "firms"], "article_id"=>696467, "categories"=>["Information And Computing Sciences", "Mathematics", "Physics", "Sociology"], "users"=>["Omar A. Guerrero", "Robert L. Axtell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0060808.g005", "stats"=>{"downloads"=>0, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Classification_of_firms_and_industrial_participation_/696467", "title"=>"Classification of firms and industrial participation.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-02 01:47:47"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"0", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"2", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"13", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"7", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"11", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"2", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"6", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"5", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"11", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"12", "full-text"=>"9", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"5", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"8", "full-text"=>"3", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"4", "full-text"=>"6", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"7", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
  • {"unique-ip"=>"10", "full-text"=>"6", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"6"}
  • {"unique-ip"=>"5", "full-text"=>"1", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"8"}

Relative Metric

{"start_date"=>"2013-01-01T00:00:00Z", "end_date"=>"2013-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Computer and information sciences", "average_usage"=>[297, 488, 616, 724, 828, 939, 1038, 1127, 1223, 1311, 1393, 1479, 1556]}, {"subject_area"=>"/Computer and information sciences/Systems science", "average_usage"=>[271, 427, 520, 640, 714, 773, 841, 899, 961, 1057, 1131, 1229, 1280, 1364]}, {"subject_area"=>"/People and places", "average_usage"=>[270, 456, 573, 676, 773, 867, 955, 1037, 1120, 1205, 1286, 1363, 1436]}, {"subject_area"=>"/People and places/Geographical locations", "average_usage"=>[263, 456, 571, 673, 776, 866, 955, 1040, 1132, 1217, 1310, 1391, 1454]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[254, 431, 547, 651, 748, 842, 932, 1017, 1098, 1178, 1259, 1336, 1404]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[259, 431, 541, 639, 727, 816, 898, 980, 1061, 1136, 1214, 1294, 1356]}, {"subject_area"=>"/Social sciences/Economics", "average_usage"=>[283, 468, 592, 699, 799, 907, 980, 1079, 1187, 1282, 1376, 1479, 1547]}]}
Loading … Spinner

Net::HTTPTooManyRequests

Source
Scopus
Time
2019-08-27 21:05:34 UTC
Target URL
https://api.elsevier.com/content/search/index:SCOPUS?query=DOI(10.1371%2Fjournal.pone.0060808)
Trace

/app/models/concerns/networkable.rb:21:in `get_result'
/app/models/source.rb:165:in `get_data'
/app/models/retrieval_status.rb:47:in `perform_get_data'
/app/jobs/source_job.rb:52:in `block (2 levels) in perform'
/app/jobs/source_job.rb:51:in `block in perform'
/app/jobs/source_job.rb:35:in `each'
/app/jobs/source_job.rb:35:in `perform'