Associations between Medical Student Empathy and Personality: A Multi-Institutional Study
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Associations between medical student empathy and personality: A multi-institutional study", "type"=>"journal", "authors"=>[{"first_name"=>"Patrício", "last_name"=>"Costa", "scopus_author_id"=>"49460913600"}, {"first_name"=>"Raquel", "last_name"=>"Alves", "scopus_author_id"=>"57197065788"}, {"first_name"=>"Isabel", "last_name"=>"Neto", "scopus_author_id"=>"55801748900"}, {"first_name"=>"Pedro", "last_name"=>"Marvão", "scopus_author_id"=>"6507923681"}, {"first_name"=>"Miguel", "last_name"=>"Portela", "scopus_author_id"=>"8550579200"}, {"first_name"=>"Manuel João", "last_name"=>"Costa", "scopus_author_id"=>"55730211000"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "sgr"=>"84898603224", "doi"=>"10.1371/journal.pone.0089254", "scopus"=>"2-s2.0-84898603224", "isbn"=>"19326203 (ISSN)", "pmid"=>"24637613", "pui"=>"372838520"}, "id"=>"06e219fa-eb44-32cb-b01e-22a988b1687e", "abstract"=>"BACKGROUND More empathetic physicians are more likely to achieve higher patient satisfaction, adherence to treatments, and health outcomes. In the context of medical education, it is thus important to understand how personality might condition the empathetic development of medical students. Single institutional evidence shows associations between students' personality and empathy. This multi-institutional study aimed to assess such associations across institutions, looking for personality differences between students with high empathy and low empathy levels. METHODS Participants were 472 students from three medical schools in Portugal. They completed validated adaptations to Portuguese of self-report measures of the NEO-Five Factor Inventory(NEO-FFI) and the Jefferson Scale of Physician Empathy(JSPE-spv). Students were categorized into two groups: \"Bottom\" (low empathy, N = 165) and \"Top\" (high empathy, N = 169) according to their empathy JSPE-spv total score terciles. Correlation analysis, binary logistic regression analysis and ROC curve analysis were conducted. RESULTS A regression model with gender, age and university had a predictive power (pseudo R2) for belonging to the top or bottom group of 6.4%. The addition of personality dimensions improved the predictive power to 16.8%. Openness to experience and Agreeableness were important to predict top or bottom empathy scores when gender, age and university were considered.\" Based on the considered predictors the model correctly classified 69.3% of all students. CONCLUSIONS The present multi-institutional cross-sectional study in Portugal revealed across-school associations between the Big5 dimensions Agreeableness and Openness to experience and the empathy of medical students and that personality made a significant contribution to identify the more empathic students. Therefore, medical schools may need to pay attention to the personality of medical students to understand how to enhance the empathy of medical students.", "link"=>"http://www.mendeley.com/research/associations-between-medical-student-empathy-personality-multiinstitutional-study", "reader_count"=>101, "reader_count_by_academic_status"=>{"Unspecified"=>6, "Professor > Associate Professor"=>11, "Librarian"=>2, "Researcher"=>13, "Student > Doctoral Student"=>11, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>4, "Student > Master"=>7, "Other"=>3, "Student > Bachelor"=>17, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>9}, "reader_count_by_user_role"=>{"Unspecified"=>6, "Professor > Associate Professor"=>11, "Librarian"=>2, "Researcher"=>13, "Student > Doctoral Student"=>11, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>4, "Student > Master"=>7, "Other"=>3, "Student > Bachelor"=>17, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>9}, "reader_count_by_subject_area"=>{"Unspecified"=>12, "Agricultural and Biological Sciences"=>1, "Computer Science"=>2, "Environmental Science"=>1, "Nursing and Health Professions"=>3, "Biochemistry, Genetics and Molecular Biology"=>1, "Medicine and Dentistry"=>50, "Neuroscience"=>1, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Sports and Recreations"=>1, "Physics and Astronomy"=>1, "Psychology"=>18, "Social Sciences"=>9}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>50}, "Social Sciences"=>{"Social Sciences"=>9}, "Sports and Recreations"=>{"Sports and Recreations"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>18}, "Unspecified"=>{"Unspecified"=>12}, "Environmental Science"=>{"Environmental Science"=>1}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}, "Neuroscience"=>{"Neuroscience"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>1}, "Computer Science"=>{"Computer Science"=>2}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>3}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}}, "reader_count_by_country"=>{"United States"=>2, "Denmark"=>1, "France"=>1, "Spain"=>1, "Indonesia"=>1}, "group_count"=>13}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84898603224"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84898603224?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84898603224&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84898603224&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84898603224", "dc:identifier"=>"SCOPUS_ID:84898603224", "eid"=>"2-s2.0-84898603224", "dc:title"=>"Associations between medical student empathy and personality: A multi-institutional study", "dc:creator"=>"Costa P.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"9", "prism:issueIdentifier"=>"3", "prism:pageRange"=>nil, "prism:coverDate"=>"2014-03-17", "prism:coverDisplayDate"=>"17 March 2014", "prism:doi"=>"10.1371/journal.pone.0089254", "citedby-count"=>"35", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Universidade do Minho, Escola de Ciências da Saúde", "affiliation-city"=>"Braga", "affiliation-country"=>"Portugal"}], "pubmed-id"=>"24637613", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e89254", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0089254", "share_count"=>4, "like_count"=>2, "comment_count"=>0, "click_count"=>0, "total_count"=>6}

Twitter

Counter

  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"54", "xml_views"=>"7", "html_views"=>"515"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"41", "xml_views"=>"5", "html_views"=>"225"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"38", "xml_views"=>"0", "html_views"=>"137"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"93"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"28", "xml_views"=>"1", "html_views"=>"119"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"2", "html_views"=>"75"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"2", "html_views"=>"93"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"102"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"98"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"113"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"71"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"66"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"85"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"50"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"109"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"40"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"63"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"89"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"33"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"41"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"138", "xml_views"=>"0", "html_views"=>"101"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"111", "xml_views"=>"1", "html_views"=>"66"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"80", "xml_views"=>"0", "html_views"=>"55"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"87", "xml_views"=>"0", "html_views"=>"38"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"43", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"64", "xml_views"=>"2", "html_views"=>"63"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"134", "xml_views"=>"3", "html_views"=>"78"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"120", "xml_views"=>"0", "html_views"=>"137"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"74", "xml_views"=>"2", "html_views"=>"71"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"136", "xml_views"=>"1", "html_views"=>"57"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"134", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"135", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"71", "xml_views"=>"0", "html_views"=>"60"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"84", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"134", "xml_views"=>"2", "html_views"=>"29"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"111", "xml_views"=>"4", "html_views"=>"25"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"42", "xml_views"=>"1", "html_views"=>"28"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"65", "xml_views"=>"2", "html_views"=>"35"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"50", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"39", "xml_views"=>"0", "html_views"=>"17"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"62", "xml_views"=>"0", "html_views"=>"20"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"84", "xml_views"=>"0", "html_views"=>"51"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"74", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"49", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"24"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"47", "xml_views"=>"0", "html_views"=>"33"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"44", "xml_views"=>"0", "html_views"=>"34"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"44", "xml_views"=>"0", "html_views"=>"39"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"40"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1423568"], "description"=>"a)<p>p = p-value; N = 329;</p><p>*** p<.001.</p>", "links"=>[], "tags"=>["psychology", "behavior", "emotions", "Human relations", "personality", "Science education", "health care", "Health care providers", "Medical doctors", "physicians", "Medical humanities", "Medical education", "Sociology", "education", "Training (education)", "regression", "predicting", "self-reported"], "article_id"=>964568, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Patrício Costa", "Raquel Alves", "Isabel Neto", "Pedro Marvão", "Miguel Portela", "Manuel João Costa"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0089254.t003", "stats"=>{"downloads"=>5, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Logit_Regression_results_for_predicting_medical_students_self_reported_empathy_/964568", "title"=>"Logit Regression results for predicting medical students' self-reported empathy.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-03-17 03:47:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1423566"], "description"=>"<p>Optimal cut-off value using the sensitivity and specificity of the Panel B logit model.</p>", "links"=>[], "tags"=>["psychology", "behavior", "emotions", "Human relations", "personality", "Science education", "health care", "Health care providers", "Medical doctors", "physicians", "Medical humanities", "Medical education", "Sociology", "education", "Training (education)", "cut-off", "specificity", "logit"], "article_id"=>964566, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Patrício Costa", "Raquel Alves", "Isabel Neto", "Pedro Marvão", "Miguel Portela", "Manuel João Costa"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0089254.g002", "stats"=>{"downloads"=>1, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Optimal_cut_off_value_using_the_sensitivity_and_specificity_of_the_Panel_B_logit_model_/964566", "title"=>"Optimal cut-off value using the sensitivity and specificity of the Panel B logit model.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-03-17 03:47:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1423564"], "description"=>"<p>ROC curves predictive logit model for empathy (Panel A and Panel B).</p>", "links"=>[], "tags"=>["psychology", "behavior", "emotions", "Human relations", "personality", "Science education", "health care", "Health care providers", "Medical doctors", "physicians", "Medical humanities", "Medical education", "Sociology", "education", "Training (education)", "curves", "predictive", "logit", "empathy"], "article_id"=>964564, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Patrício Costa", "Raquel Alves", "Isabel Neto", "Pedro Marvão", "Miguel Portela", "Manuel João Costa"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0089254.g001", "stats"=>{"downloads"=>3, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_ROC_curves_predictive_logit_model_for_empathy_Panel_A_and_Panel_B_/964564", "title"=>"ROC curves predictive logit model for empathy (Panel A and Panel B).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-03-17 03:47:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1423569"], "description"=>"<p>Study population by gender, university and empathy scores.</p>", "links"=>[], "tags"=>["psychology", "behavior", "emotions", "Human relations", "personality", "Science education", "health care", "Health care providers", "Medical doctors", "physicians", "Medical humanities", "Medical education", "Sociology", "education", "Training (education)", "empathy"], "article_id"=>964569, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Patrício Costa", "Raquel Alves", "Isabel Neto", "Pedro Marvão", "Miguel Portela", "Manuel João Costa"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0089254.t001", "stats"=>{"downloads"=>0, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Study_population_by_gender_university_and_empathy_scores_/964569", "title"=>"Study population by gender, university and empathy scores.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-03-17 03:47:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1423567"], "description"=>"<p>Note: N = 334;</p><p>** p<.01;</p><p>*** p<.001;</p>a)<p>Mean and standard deviation of each one of the personality dimensions by empathy score top (N = 169) and bottom group (N = 165);</p>b)<p>Mean and standard deviation of each one of the personality dimensions by university, UBI: N = 115; UAlg: N = 51 and UM: N = 168.</p>", "links"=>[], "tags"=>["psychology", "behavior", "emotions", "Human relations", "personality", "Science education", "health care", "Health care providers", "Medical doctors", "physicians", "Medical humanities", "Medical education", "Sociology", "education", "Training (education)"], "article_id"=>964567, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Patrício Costa", "Raquel Alves", "Isabel Neto", "Pedro Marvão", "Miguel Portela", "Manuel João Costa"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0089254.t002", "stats"=>{"downloads"=>2, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Descriptive_and_Correlation_Analysis_/964567", "title"=>"Descriptive and Correlation Analysis.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-03-17 03:47:55"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"24", "full-text"=>"21", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"33", "full-text"=>"41", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"26", "full-text"=>"39", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"63", "full-text"=>"70", "pdf"=>"49", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"16", "full-text"=>"28", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"24", "full-text"=>"28", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"19", "full-text"=>"30", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"22", "full-text"=>"27", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"26", "full-text"=>"29", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"26", "full-text"=>"29", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"40", "full-text"=>"45", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"25", "full-text"=>"26", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"26", "full-text"=>"22", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"24", "full-text"=>"24", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"29", "full-text"=>"23", "pdf"=>"17", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"13", "full-text"=>"17", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"18", "full-text"=>"16", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"16", "full-text"=>"22", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"24", "full-text"=>"27", "pdf"=>"17", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"41", "full-text"=>"51", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"31", "full-text"=>"35", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"27", "full-text"=>"23", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"31", "full-text"=>"37", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"20", "full-text"=>"20", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"23", "full-text"=>"22", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"18", "full-text"=>"23", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"18", "full-text"=>"27", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"11", "full-text"=>"14", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"21", "full-text"=>"22", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"25", "full-text"=>"30", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"21", "full-text"=>"23", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"19", "full-text"=>"20", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"25", "full-text"=>"36", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"16", "full-text"=>"25", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"16", "full-text"=>"23", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"15", "full-text"=>"18", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"21", "full-text"=>"24", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"25", "full-text"=>"33", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"27", "full-text"=>"36", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"23", "full-text"=>"26", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"14", "full-text"=>"17", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"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"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"16", "full-text"=>"17", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"7", "full-text"=>"10", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"12", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"17", "full-text"=>"19", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"20", "full-text"=>"20", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"24", "full-text"=>"28", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"15", "full-text"=>"15", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"12", "full-text"=>"16", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"19", "full-text"=>"14", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}

Relative Metric

{"start_date"=>"2014-01-01T00:00:00Z", "end_date"=>"2014-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Psychology", "average_usage"=>[307]}, {"subject_area"=>"/People and places", "average_usage"=>[302]}, {"subject_area"=>"/People and places/Population groupings", "average_usage"=>[300]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[271]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[286]}, {"subject_area"=>"/Social sciences", "average_usage"=>[318]}, {"subject_area"=>"/Social sciences/Sociology", "average_usage"=>[365]}]}
Loading … Spinner
There are currently no alerts