Evolution of Heterogeneity (I2) Estimates and Their 95% Confidence Intervals in Large Meta-Analyses
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Evolution of heterogeneity (I2) estimates and their 95% confidence intervals in large meta-analyses", "type"=>"journal", "authors"=>[{"first_name"=>"Kristian", "last_name"=>"Thorlund", "scopus_author_id"=>"22982225500"}, {"first_name"=>"Georgina", "last_name"=>"Imberger", "scopus_author_id"=>"34875047600"}, {"first_name"=>"Bradley C.", "last_name"=>"Johnston", "scopus_author_id"=>"8954608300"}, {"first_name"=>"Michael", "last_name"=>"Walsh", "scopus_author_id"=>"7402337886"}, {"first_name"=>"Tahany", "last_name"=>"Awad", "scopus_author_id"=>"27367574900"}, {"first_name"=>"Lehana", "last_name"=>"Thabane", "scopus_author_id"=>"6603556364"}, {"first_name"=>"Christian", "last_name"=>"Gluud", "scopus_author_id"=>"7004884514"}, {"first_name"=>"P. J.", "last_name"=>"Devereaux", "scopus_author_id"=>"7004238603"}, {"first_name"=>"Jørn", "last_name"=>"Wetterslev", "scopus_author_id"=>"6602893183"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"pui"=>"365330298", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic)\\n1932-6203 (Linking)", "doi"=>"10.1371/journal.pone.0039471", "scopus"=>"2-s2.0-84864371513", "pmid"=>"22848355", "sgr"=>"84864371513"}, "id"=>"7cf0fbc9-9f43-3f93-b86f-f9744098c8eb", "abstract"=>"BACKGROUND: Assessment of heterogeneity is essential in systematic reviews and meta-analyses of clinical trials. The most commonly used heterogeneity measure, I(2), provides an estimate of the proportion of variability in a meta-analysis that is explained by differences between the included trials rather than by sampling error. Recent studies have raised concerns about the reliability of I(2) estimates, due to their dependence on the precision of included trials and time-dependent biases. Authors have also advocated use of 95% confidence intervals (CIs) to express the uncertainty associated with I(2) estimates. However, no previous studies have explored how many trials and events are required to ensure stable and reliable I(2) estimates, or how 95% CIs perform as evidence accumulates. METHODOLOGY/PRINCIPAL FINDINGS: To assess the stability and reliability of I(2) estimates and their 95% CIs, in relation to the cumulative number of trials and events in meta-analysis, we looked at 16 large Cochrane meta-analyses--each including a sufficient number of trials and events to reliably estimate I(2)--and monitored the I(2) estimates and their 95% CIs for each year of publication. In 10 of the 16 meta-analyses, the I(2) estimates fluctuated more than 40% over time. The median number of events and trials required before the cumulative I(2) estimates stayed within +/-20% of the final I(2) estimate was 467 and 11. No major fluctuations were observed after 500 events and 14 trials. The 95% confidence intervals provided good coverage over time. CONCLUSIONS/SIGNIFICANCE: I(2) estimates need to be interpreted with caution when the meta-analysis only includes a limited number of events or trials. Confidence intervals for I(2) estimates provide good coverage as evidence accumulates, and are thus valuable for reflecting the uncertainty associated with estimating I(2).", "link"=>"http://www.mendeley.com/research/evolution-heterogeneity-i2-estimates-95-confidence-intervals-large-metaanalyses", "reader_count"=>60, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>4, "Researcher"=>10, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>14, "Student > Postgraduate"=>1, "Other"=>7, "Student > Master"=>12, "Student > Bachelor"=>4, "Professor"=>2}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>4, "Researcher"=>10, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>14, "Student > Postgraduate"=>1, "Other"=>7, "Student > Master"=>12, "Student > Bachelor"=>4, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>6, "Biochemistry, Genetics and Molecular Biology"=>2, "Mathematics"=>5, "Medicine and Dentistry"=>34, "Agricultural and Biological Sciences"=>2, "Philosophy"=>1, "Business, Management and Accounting"=>1, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Psychology"=>5, "Chemistry"=>1, "Social Sciences"=>1, "Economics, Econometrics and Finance"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>34}, "Chemistry"=>{"Chemistry"=>1}, "Social Sciences"=>{"Social Sciences"=>1}, "Psychology"=>{"Psychology"=>5}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>2}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>2}, "Mathematics"=>{"Mathematics"=>5}, "Unspecified"=>{"Unspecified"=>6}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}, "Philosophy"=>{"Philosophy"=>1}}, "reader_count_by_country"=>{"Netherlands"=>2, "Uruguay"=>1, "United States"=>2, "Finland"=>1, "United Kingdom"=>1, "Spain"=>1}, "group_count"=>3}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84864371513"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84864371513?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84864371513&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84864371513&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84864371513", "dc:identifier"=>"SCOPUS_ID:84864371513", "eid"=>"2-s2.0-84864371513", "dc:title"=>"Evolution of heterogeneity (I<sup>2</sup>) estimates and their 95% confidence intervals in large meta-analyses", "dc:creator"=>"Thorlund K.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"7", "prism:issueIdentifier"=>"7", "prism:pageRange"=>nil, "prism:coverDate"=>"2012-07-25", "prism:coverDisplayDate"=>"25 July 2012", "prism:doi"=>"10.1371/journal.pone.0039471", "citedby-count"=>"94", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"McMaster University, Faculty of Health Sciences", "affiliation-city"=>"Hamilton", "affiliation-country"=>"Canada"}, {"@_fa"=>"true", "affilname"=>"Rigshospitalet", "affiliation-city"=>"Copenhagen", "affiliation-country"=>"Denmark"}], "pubmed-id"=>"22848355", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e39471", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0039471", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Counter

  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"16", "xml_views"=>"2", "html_views"=>"106"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"27", "xml_views"=>"5", "html_views"=>"139"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"90"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"85"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"141"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"95"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"90"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"96"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"4", "html_views"=>"140"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"160"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"149"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"171"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"180"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"160"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"12", "xml_views"=>"2", "html_views"=>"155"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"14", "xml_views"=>"2", "html_views"=>"161"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"110"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"67"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"91"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"2", "html_views"=>"135"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"122"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"117"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"93"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"124"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"2", "html_views"=>"104"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"169"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"2", "html_views"=>"184"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"151"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"133"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"16", "xml_views"=>"2", "html_views"=>"116"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"121"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"126"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"130"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"149"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"95"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"117"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"142"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"182"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"184"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"159"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"128"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"134"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"112"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"166"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"110"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"172"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"118"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"127"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"115"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"123"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"117"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"106"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"61"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"120"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"3", "html_views"=>"182"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"321"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"223"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"267"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"207"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"220"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"351"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"2", "html_views"=>"235"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"31", "xml_views"=>"3", "html_views"=>"330"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"245"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"212"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"134"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"155"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"120"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"92"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"22", "xml_views"=>"2", "html_views"=>"115"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"76"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"15", "xml_views"=>"3", "html_views"=>"87"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"94"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"90"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"24", "xml_views"=>"1", "html_views"=>"133"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"80"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"70"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"71"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"75"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"38", "xml_views"=>"1", "html_views"=>"120"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"33"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"48"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"62"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"44"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/316274"], "description"=>"<div><h3>Background</h3><p>Assessment of heterogeneity is essential in systematic reviews and meta-analyses of clinical trials. The most commonly used heterogeneity measure, <em>I<sup>2</sup></em>, provides an estimate of the proportion of variability in a meta-analysis that is explained by differences between the included trials rather than by sampling error. Recent studies have raised concerns about the reliability of <em>I<sup>2</sup></em> estimates, due to their dependence on the precision of included trials and time-dependent biases. Authors have also advocated use of 95% confidence intervals (CIs) to express the uncertainty associated with <em>I<sup>2</sup></em> estimates. However, no previous studies have explored how many trials and events are required to ensure stable and reliable <em>I<sup>2</sup></em> estimates, or how 95% CIs perform as evidence accumulates.</p> <h3>Methodology/Principal Findings</h3><p>To assess the stability and reliability of <em>I<sup>2</sup></em> estimates and their 95% CIs, in relation to the cumulative number of trials and events in meta-analysis, we looked at 16 large Cochrane meta-analyses - each including a sufficient number of trials and events to reliably estimate <em>I<sup>2</sup></em> - and monitored the <em>I<sup>2</sup></em> estimates and their 95% CIs for each year of publication. In 10 of the 16 meta-analyses, the <em>I<sup>2</sup></em> estimates fluctuated more than 40% over time. The median number of events and trials required before the cumulative <em>I<sup>2</sup></em> estimates stayed within +/−20% of the final <em>I<sup>2</sup></em> estimate was 467 and 11. No major fluctuations were observed after 500 events and 14 trials. The 95% confidence intervals provided good coverage over time.</p> <h3>Conclusions/Significance</h3><p><em>I<sup>2</sup></em> estimates need to be interpreted with caution when the meta-analysis only includes a limited number of events or trials. Confidence intervals for <em>I<sup>2</sup></em> estimates provide good coverage as evidence accumulates, and are thus valuable for reflecting the uncertainty associated with estimating <em>I<sup>2</sup></em>.</p> </div>", "links"=>[], "tags"=>["heterogeneity", "estimates", "intervals", "meta-analyses"], "article_id"=>122403, "categories"=>["Mathematics", "Science Policy", "Medicine", "Biotechnology"], "users"=>["Kristian Thorlund", "Georgina Imberger", "Bradley C. Johnston", "Michael Walsh", "Tahany Awad", "Lehana Thabane", "Christian Gluud", "P. J. Devereaux", "Jørn Wetterslev"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0039471", "stats"=>{"downloads"=>16, "page_views"=>18, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Evolution_of_Heterogeneity_I_2_Estimates_and_Their_95_Confidence_Intervals_in_Large_Meta_Analyses/122403", "title"=>"Evolution of Heterogeneity (I<sup>2</sup>) Estimates and Their 95% Confidence Intervals in Large Meta-Analyses", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-07-25 00:40:03"}
  • {"files"=>["https://ndownloader.figshare.com/files/602773"], "description"=>"<p>Fluctuation spans of <i>I<sup>2</sup></i> values and the number of trials and events required to become stabile.</p>", "links"=>[], "tags"=>["spans", "trials", "events"], "article_id"=>273265, "categories"=>["Mathematics", "Science Policy", "Medicine", "Biotechnology"], "users"=>["Kristian Thorlund", "Georgina Imberger", "Bradley C. Johnston", "Michael Walsh", "Tahany Awad", "Lehana Thabane", "Christian Gluud", "P. J. Devereaux", "Jørn Wetterslev"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0039471.t002", "stats"=>{"downloads"=>1, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Fluctuation_spans_of_I_2_values_and_the_number_of_trials_and_events_required_to_become_stabile_/273265", "title"=>"Fluctuation spans of <i>I<sup>2</sup></i> values and the number of trials and events required to become stabile.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-07-25 00:54:25"}
  • {"files"=>["https://ndownloader.figshare.com/files/602479"], "description"=>"<p>The cumulative <i>I<sup>2</sup></i> are represented by the dot-dashed line ( ), and their associated cumulative 95% CIs are represented by the dotted lines ( ).</p>", "links"=>[], "tags"=>["cumulative", "estimates", "intervals", "accumulation", "events", "meta-analyses"], "article_id"=>272962, "categories"=>["Mathematics", "Science Policy", "Medicine", "Biotechnology"], "users"=>["Kristian Thorlund", "Georgina Imberger", "Bradley C. Johnston", "Michael Walsh", "Tahany Awad", "Lehana Thabane", "Christian Gluud", "P. J. Devereaux", "Jørn Wetterslev"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0039471.g002", "stats"=>{"downloads"=>0, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Presents_the_evolution_of_the_cumulative_I_2_estimates_and_their_associated_95_confidence_intervals_CIs_over_the_accumulation_of_events_in_meta_analyses_9_to_16_/272962", "title"=>"Presents the evolution of the cumulative <i>I<sup>2</sup></i> estimates and their associated 95% confidence intervals (CIs) over the accumulation of events in meta-analyses (9) to (16).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-07-25 00:49:22"}
  • {"files"=>["https://ndownloader.figshare.com/files/602648"], "description"=>"<p>The cumulative <i>I<sup>2</sup></i> are represented by the dot-dashed line ( ), and their associated cumulative 95% CIs are represented by the dotted lines ( ).</p>", "links"=>[], "tags"=>["cumulative", "estimates", "intervals", "accumulation", "trials", "meta-analyses"], "article_id"=>273131, "categories"=>["Mathematics", "Science Policy", "Medicine", "Biotechnology"], "users"=>["Kristian Thorlund", "Georgina Imberger", "Bradley C. Johnston", "Michael Walsh", "Tahany Awad", "Lehana Thabane", "Christian Gluud", "P. J. Devereaux", "Jørn Wetterslev"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0039471.g004", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Presents_the_evolution_of_the_cumulative_I_2_estimates_and_their_associated_95_confidence_intervals_CIs_over_the_accumulation_of_trials_in_meta_analyses_9_to_16_/273131", "title"=>"Presents the evolution of the cumulative <i>I<sup>2</sup></i> estimates and their associated 95% confidence intervals (CIs) over the accumulation of trials in meta-analyses (9) to (16).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-07-25 00:52:11"}
  • {"files"=>["https://ndownloader.figshare.com/files/602570"], "description"=>"<p>The cumulative <i>I<sup>2</sup></i> are represented by the dot-dashed line ( ), and their associated cumulative 95% CIs are represented by the dotted lines ( ).</p>", "links"=>[], "tags"=>["cumulative", "estimates", "intervals", "accumulation", "trials", "meta-analyses"], "article_id"=>273049, "categories"=>["Mathematics", "Science Policy", "Medicine", "Biotechnology"], "users"=>["Kristian Thorlund", "Georgina Imberger", "Bradley C. Johnston", "Michael Walsh", "Tahany Awad", "Lehana Thabane", "Christian Gluud", "P. J. Devereaux", "Jørn Wetterslev"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0039471.g003", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Presents_the_evolution_of_the_cumulative_I_2_estimates_and_their_associated_95_confidence_intervals_CIs_over_the_accumulation_of_trials_in_meta_analyses_1_to_8_/273049", "title"=>"Presents the evolution of the cumulative <i>I<sup>2</sup></i> estimates and their associated 95% confidence intervals (CIs) over the accumulation of trials in meta-analyses (1) to (8).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-07-25 00:50:49"}
  • {"files"=>["https://ndownloader.figshare.com/files/602736"], "description"=>"<p>Characteristics of the 16 included meta-analyses.</p>", "links"=>[], "tags"=>["16", "included"], "article_id"=>273226, "categories"=>["Mathematics", "Science Policy", "Medicine", "Biotechnology"], "users"=>["Kristian Thorlund", "Georgina Imberger", "Bradley C. Johnston", "Michael Walsh", "Tahany Awad", "Lehana Thabane", "Christian Gluud", "P. J. Devereaux", "Jørn Wetterslev"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0039471.t001", "stats"=>{"downloads"=>1, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Characteristics_of_the_16_included_meta_analyses_/273226", "title"=>"Characteristics of the 16 included meta-analyses.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-07-25 00:53:46"}
  • {"files"=>["https://ndownloader.figshare.com/files/602409"], "description"=>"<p>The cumulative <i>I<sup>2</sup></i> are represented by the dot-dashed line ( ), and their associated cumulative 95% CIs are represented by the dotted lines ( ).</p>", "links"=>[], "tags"=>["cumulative", "estimates", "intervals", "accumulation", "events", "meta-analyses"], "article_id"=>272888, "categories"=>["Mathematics", "Science Policy", "Medicine", "Biotechnology"], "users"=>["Kristian Thorlund", "Georgina Imberger", "Bradley C. Johnston", "Michael Walsh", "Tahany Awad", "Lehana Thabane", "Christian Gluud", "P. J. Devereaux", "Jørn Wetterslev"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0039471.g001", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Presents_the_evolution_of_the_cumulative_I_2_estimates_and_their_associated_95_confidence_intervals_CIs_over_the_accumulation_of_events_in_meta_analyses_1_to_8_/272888", "title"=>"Presents the evolution of the cumulative <i>I<sup>2</sup></i> estimates and their associated 95% confidence intervals (CIs) over the accumulation of events in meta-analyses (1) to (8).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-07-25 00:48:08"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"18", "full-text"=>"16", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"12", "full-text"=>"16", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"15", "full-text"=>"18", "pdf"=>"10", "abstract"=>"12", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"5", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"11", "full-text"=>"9", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"8", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"2", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"7", "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"=>"5", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"4", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"8", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"13", "full-text"=>"20", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"10", "full-text"=>"17", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"21", "full-text"=>"18", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"13", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "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"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "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"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"4", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"9", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"12", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"12", "full-text"=>"14", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"18", "full-text"=>"19", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"20", "full-text"=>"20", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"23", "full-text"=>"27", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"43", "full-text"=>"40", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"36", "full-text"=>"35", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"34", "full-text"=>"40", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "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"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"48", "full-text"=>"54", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"7", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"33", "full-text"=>"34", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"42", "full-text"=>"44", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"71", "full-text"=>"72", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"40", "full-text"=>"47", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"45", "full-text"=>"48", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"43", "full-text"=>"44", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"32", "full-text"=>"36", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"38", "full-text"=>"44", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"45", "full-text"=>"47", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"29", "full-text"=>"33", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"33", "full-text"=>"46", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"45", "full-text"=>"48", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"8", "cited-by"=>"1", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"69", "full-text"=>"79", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"14", "cited-by"=>"3", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"50", "full-text"=>"57", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"34", "full-text"=>"41", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"35", "full-text"=>"35", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"54", "full-text"=>"53", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}

Relative Metric

{"start_date"=>"2012-01-01T00:00:00Z", "end_date"=>"2012-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Medicine and health sciences/Hematology", "average_usage"=>[300, 532, 651, 749, 842, 929, 1022, 1106, 1192, 1267, 1351, 1423, 1489, 1553, 1631, 1694, 1764, 1835, 1899, 1964, 2027, 2087, 2159, 2228, 2280]}, {"subject_area"=>"/Medicine and health sciences/Pharmaceutics", "average_usage"=>[305, 566, 705, 814, 911, 1028, 1121, 1228, 1325, 1435, 1532, 1608, 1690, 1769, 1843, 1921, 1997, 2089, 2155, 2225, 2285, 2361, 2433, 2496, 2560]}]}
Loading … Spinner
There are currently no alerts