Breaking the News or Fueling the Epidemic? Temporal Association between News Media Report Volume and Opioid-Related Mortality
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Breaking the news or fueling the epidemic? Temporal association between news media report volume and opioid-related mortality", "type"=>"journal", "authors"=>[{"first_name"=>"Nabarun", "last_name"=>"Dasgupta", "scopus_author_id"=>"16743514400"}, {"first_name"=>"Kenneth D.", "last_name"=>"Mandl", "scopus_author_id"=>"7003721828"}, {"first_name"=>"John S.", "last_name"=>"Brownstein", "scopus_author_id"=>"8872411400"}], "year"=>2009, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-70849098769", "doi"=>"10.1371/journal.pone.0007758", "sgr"=>"70849098769", "isbn"=>"1932-6203", "pmid"=>"19924221", "issn"=>"19326203", "pui"=>"355724746"}, "id"=>"4ee836bc-f8c1-361b-b012-3d7182fb4ad7", "abstract"=>"BACKGROUND: Historical studies of news media have suggested an association between reporting and increased drug abuse. Period effects for substance use have been documented for different classes of legal and illicit substances, with the suspicion that media publicity may have played major roles in their emergence. Previous analyses have drawn primarily from qualitative evidence; the temporal relationship between media reporting volume and adverse health consequences has not been quantified nationally. We set out to explore whether we could find a quantitative relationship between media reports about prescription opioid abuse and overdose mortality associated with these drugs. We assessed whether increases in news media reports occurred before or after increases in overdose deaths.\\n\\nMETHODOLOGY/PRINCIPAL FINDINGS: Our ecological study compared a monthly time series of unintentional poisoning deaths involving short-acting prescription opioid substances, from 1999 to 2005 using multiple cause-of-death data published by the National Center for Health Statistics, to monthly counts of English-language news articles mentioning generic and branded names of prescription opioids obtained from Google News Archives from 1999 to 2005. We estimated the association between media volume and mortality rates by time-lagged regression analyses. There were 24,272 articles and 30,916 deaths involving prescription opioids during the seven-year study period. Nationally, the number of articles mentioning prescription opioids increased dramatically starting in early 2001, following prominent coverage about the nonmedical use of OxyContin. We found a significant association between news reports and deaths, with media reporting preceding fatal opioid poisonings by two to six months and explaining 88% (p<0.0001, df 78) of the variation in mortality.\\n\\nCONCLUSIONS/SIGNIFICANCE: While availability, structural, and individual predispositions are key factors influencing substance use, news reporting may enhance the popularity of psychoactive substances. Albeit ecological in nature, our finding suggests the need for further evaluation of the influence of news media on health. Reporting on prescription opioids conforms to historical patterns of news reporting on other psychoactive substances.", "link"=>"http://www.mendeley.com/research/breaking-news-fueling-epidemic-temporal-association-between-news-media-report-volume-opioidrelated-m", "reader_count"=>44, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>5, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>7, "Student > Postgraduate"=>1, "Student > Master"=>8, "Other"=>11, "Student > Bachelor"=>3, "Lecturer"=>2, "Professor"=>2}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>5, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>7, "Student > Postgraduate"=>1, "Student > Master"=>8, "Other"=>11, "Student > Bachelor"=>3, "Lecturer"=>2, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>1, "Agricultural and Biological Sciences"=>1, "Business, Management and Accounting"=>2, "Computer Science"=>4, "Economics, Econometrics and Finance"=>1, "Environmental Science"=>1, "Biochemistry, Genetics and Molecular Biology"=>2, "Nursing and Health Professions"=>1, "Materials Science"=>1, "Medicine and Dentistry"=>16, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Psychology"=>4, "Social Sciences"=>9}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>16}, "Social Sciences"=>{"Social Sciences"=>9}, "Psychology"=>{"Psychology"=>4}, "Unspecified"=>{"Unspecified"=>1}, "Environmental Science"=>{"Environmental Science"=>1}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>1}, "Computer Science"=>{"Computer Science"=>4}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>2}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>2}}, "reader_count_by_country"=>{"Canada"=>1, "Denmark"=>1}, "group_count"=>3}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/70849098769"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/70849098769?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=70849098769&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=70849098769&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/70849098769", "dc:identifier"=>"SCOPUS_ID:70849098769", "eid"=>"2-s2.0-70849098769", "dc:title"=>"Breaking the news or fueling the epidemic? Temporal association between news media report volume and opioid-related mortality", "dc:creator"=>"Dasgupta N.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"4", "prism:issueIdentifier"=>"11", "prism:pageRange"=>nil, "prism:coverDate"=>"2009-11-18", "prism:coverDisplayDate"=>"18 November 2009", "prism:doi"=>"10.1371/journal.pone.0007758", "citedby-count"=>"38", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"The University of North Carolina at Chapel Hill", "affiliation-city"=>"Chapel Hill", "affiliation-country"=>"United States"}], "pubmed-id"=>"19924221", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e7758", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0007758", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Twitter

Counter

  • {"month"=>"11", "year"=>"2009", "pdf_views"=>"49", "xml_views"=>"3", "html_views"=>"432"}
  • {"month"=>"12", "year"=>"2009", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"144"}
  • {"month"=>"1", "year"=>"2010", "pdf_views"=>"19", "xml_views"=>"2", "html_views"=>"113"}
  • {"month"=>"2", "year"=>"2010", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"85"}
  • {"month"=>"3", "year"=>"2010", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"107"}
  • {"month"=>"4", "year"=>"2010", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"88"}
  • {"month"=>"5", "year"=>"2010", "pdf_views"=>"9", "xml_views"=>"3", "html_views"=>"81"}
  • {"month"=>"6", "year"=>"2010", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"61"}
  • {"month"=>"7", "year"=>"2010", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"8", "year"=>"2010", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"9", "year"=>"2010", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"69"}
  • {"month"=>"10", "year"=>"2010", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"72"}
  • {"month"=>"11", "year"=>"2010", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"121"}
  • {"month"=>"12", "year"=>"2010", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"57"}
  • {"month"=>"1", "year"=>"2011", "pdf_views"=>"2", "xml_views"=>"2", "html_views"=>"47"}
  • {"month"=>"2", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"74"}
  • {"month"=>"3", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"77"}
  • {"month"=>"4", "year"=>"2011", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"49"}
  • {"month"=>"5", "year"=>"2011", "pdf_views"=>"0", "xml_views"=>"1", "html_views"=>"18"}
  • {"month"=>"6", "year"=>"2011", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"31"}
  • {"month"=>"7", "year"=>"2011", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"8", "year"=>"2011", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"24"}
  • {"month"=>"9", "year"=>"2011", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"10", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"227"}
  • {"month"=>"11", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"244"}
  • {"month"=>"12", "year"=>"2011", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"296"}
  • {"month"=>"1", "year"=>"2012", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"187"}
  • {"month"=>"2", "year"=>"2012", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"3", "year"=>"2012", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"40"}
  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"52"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"56"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"30"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"8", "xml_views"=>"5", "html_views"=>"28"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"36"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"39"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"103"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"66"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"92"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"105"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"173"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"82"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"55"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"108"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"72"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"6", "xml_views"=>"2", "html_views"=>"71"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"53"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"64"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"93"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"146"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"3", "html_views"=>"106"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"100"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"51"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"2", "html_views"=>"79"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"50"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"77"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"53"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"2", "html_views"=>"42"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"30"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"35"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"37"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"60"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"26"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"24"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"48"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"31"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"70"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"77"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"114"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"120"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"87"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"68"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"57"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"119"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"201"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"3", "html_views"=>"229"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"120"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"89"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"129"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"92"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"22", "xml_views"=>"1", "html_views"=>"112"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"22", "xml_views"=>"3", "html_views"=>"87"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"17", "xml_views"=>"3", "html_views"=>"59"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"49"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"2", "html_views"=>"115"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"27", "xml_views"=>"2", "html_views"=>"110"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"26", "xml_views"=>"5", "html_views"=>"74"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"102"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"34", "xml_views"=>"0", "html_views"=>"97"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"108"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"29"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/875164"], "description"=>"<p>Monthly print news volume mentioning prescription opioids was driven by different factors over time. Government and industry actions and celebrity involvement tended to produce peaks in the time series. A general pattern was observed of regional reports of abuse problems followed by national coverage, for OxyContin. By comparison, fentanyl was reported on less frequently than OxyContin. Two peaks in fentanyl articles were due to issues not related to pharmaceutical fentanyl formulations (weaponized gas and illicitly manufactured powder), suggesting the need for categorization of articles based on content. Abbreviations: Apr, April; DC, District of Columbia; Feb, February; FDA, Food and Drug Administration; Jan, January; Jul, July; KY, Kentucky; MA, Massachusetts; Mar, March; NY, New York; Oct, October; OH, Ohio; US, United States; VA, Virginia.</p>", "links"=>[], "tags"=>["rates", "mentioning", "united"], "article_id"=>545619, "categories"=>["Neuroscience", "Genetics", "Medicine", "Cancer", "Mental Health"], "users"=>["Nabarun Dasgupta", "Kenneth D. Mandl", "John S. Brownstein"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0007758.g001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Monthly_rates_of_news_volume_mentioning_prescription_opioids_1998_8211_2006_United_States_/545619", "title"=>"Monthly rates of news volume mentioning prescription opioids, 1998–2006, United States.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 03:47:18"}
  • {"files"=>["https://ndownloader.figshare.com/files/875287"], "description"=>"<p>Monthly print news media volume mentioning short-acting prescription opioid substances closely tracked closely with poisoning mortality due to those medications. Print news media articles consistently preceded mortality by a few months. Month and year of publication and headlines were extracted for any article whose body text contained the generic or branded name of short-acting opioid substances available for outpatient use in the United States during the study period: <i>buprenorphine</i>, <i>codeine</i>, <i>fentanyl</i>, <i>hydrocodone</i>, <i>hydromorphone</i>, <i>meperidine</i>, <i>propoxyphene</i>, <i>oxycodone</i>, and <i>tramadol</i>. <i>Morphine</i> was excluded because a preliminary review indicated articles mentioning <i>morphine</i> almost exclusively described pain management (without abuse) or arts reviews. Poisoning deaths were identified using a combination of International Classification of Disease 10<sup>th</sup> Edition (ICD-10) codes, see text, to identify deaths involving short-acting opioid substances. Data on methadone are not presented due to difficulties in distinguishing deaths from its two indications (addiction, pain) using ICD-10 codes, however inclusion of methadone did not significantly alter results (data not shown). Time series were smoothed using 5-month moving averages.</p>", "links"=>[], "tags"=>["reports", "poisoning", "united"], "article_id"=>545744, "categories"=>["Neuroscience", "Genetics", "Medicine", "Cancer", "Mental Health"], "users"=>["Nabarun Dasgupta", "Kenneth D. Mandl", "John S. Brownstein"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0007758.g002"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Opioid_related_news_media_reports_and_poisoning_mortality_1999_8211_2005_United_States_/545744", "title"=>"Opioid-related news media reports and poisoning mortality, 1999–2005, United States.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 03:48:00"}
  • {"files"=>["https://ndownloader.figshare.com/files/875339"], "description"=>"<p>Print news media reports mentioning short-acting opioid substances consistently preceded poisoning mortality from those medications, with peak correlation at 5 to 6 months before mortality. In this cross-correlation analysis we assessed the relative predictive value of the time-lagged media data streams by fitting generalized linear models to mortality counts, assuming a Poisson distribution. We ran separate models where the predictor was the media time series, shifted up to 6 months after or 6 months before mortality. Overall model fit for each of the Poisson regression models was calculated by comparing deviance statistics with their asymptotic chi-square. The value of each lagged media series in predicting mortality was determined by calculating the proportion of the deviance explained, similar to the R<sup>2</sup>. The greatest percent of variation explained was highest in scenarios where the news media preceded mortality.</p>", "links"=>[], "tags"=>["reports", "poisoning", "united"], "article_id"=>545802, "categories"=>["Neuroscience", "Genetics", "Medicine", "Cancer", "Mental Health"], "users"=>["Nabarun Dasgupta", "Kenneth D. Mandl", "John S. Brownstein"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0007758.g003"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Time_delay_between_news_reports_and_poisoning_mortality_by_month_1999_8211_2005_United_States_/545802", "title"=>"Time delay between news reports and poisoning mortality, by month, 1999–2005, United States.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 03:48:18"}
  • {"files"=>["https://ndownloader.figshare.com/files/875420"], "description"=>"<p>Print news media articles showed a progression from localized reporting, to national attention and eventual regression between 1999 and 2006, based on an analysis where articles were geotagged based on the US state which the article was describing or was published in, see text for methodology. OxyContin problems were first described in 2001 with particular focus on the Appalachian region and New England. Between 2001 and 2003, there was a sharp increase in articles about OxyContin published about Florida, Pennsylvania and New Jersey. The highest state-level rates of OxyContin news articles were in 2001. After 2003, reporting became more homogenous with substantial reporting throughout the country. Media attention on OxyContin started to subside soon afterwards, with a return to localized reporting in 2005. By 2006, New Jersey had the highest rates, as articles about abuse- and tamper-resistant formulations in development become prominent; New Jersey has a large concentration of pharmaceutical manufacturers and many of these articles were from financial news sources describing attempts to develop formulations that would be less prone to tampering. The geo-temporal spread of news reports about OxyContin mirror the experiences of previous cycles of drug abuse panics in the United States.</p>", "links"=>[], "tags"=>["oxycontin", "mentions", "united"], "article_id"=>545877, "categories"=>["Neuroscience", "Genetics", "Medicine", "Cancer", "Mental Health"], "users"=>["Nabarun Dasgupta", "Kenneth D. Mandl", "John S. Brownstein"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0007758.g004"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Rates_of_OxyContin_print_news_media_mentions_in_the_United_States_1999_8211_2006_by_state_/545877", "title"=>"Rates of OxyContin print news media mentions in the United States, 1999–2006, by state.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 03:48:46"}

PMC Usage Stats | Further Information

  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"18", "unique-ip"=>"21", "pdf"=>"20", "year"=>"2010", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"25", "year"=>"2010", "pdf"=>"12", "unique-ip"=>"27", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"29", "unique-ip"=>"29", "pdf"=>"13", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"24", "year"=>"2010", "pdf"=>"17", "unique-ip"=>"30", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"16", "unique-ip"=>"20", "pdf"=>"13", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"14", "year"=>"2010", "pdf"=>"11", "unique-ip"=>"19", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"15", "unique-ip"=>"16", "pdf"=>"1", "year"=>"2010", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"8", "year"=>"2010", "pdf"=>"7", "unique-ip"=>"7", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"21", "unique-ip"=>"19", "pdf"=>"7", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"23", "year"=>"2010", "pdf"=>"17", "unique-ip"=>"29", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"22", "unique-ip"=>"25", "pdf"=>"9", "year"=>"2010", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"12", "year"=>"2010", "pdf"=>"4", "unique-ip"=>"11", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"13", "unique-ip"=>"16", "pdf"=>"5", "year"=>"2011", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"9", "year"=>"2011", "pdf"=>"2", "unique-ip"=>"13", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"7", "unique-ip"=>"8", "pdf"=>"1", "year"=>"2011", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"12", "year"=>"2011", "pdf"=>"6", "unique-ip"=>"15", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"4", "unique-ip"=>"7", "pdf"=>"1", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"13", "year"=>"2011", "pdf"=>"9", "unique-ip"=>"17", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"12", "unique-ip"=>"11", "pdf"=>"4", "year"=>"2011", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "year"=>"2011", "pdf"=>"2", "unique-ip"=>"6", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "unique-ip"=>"10", "pdf"=>"4", "year"=>"2011", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"15", "year"=>"2011", "pdf"=>"6", "unique-ip"=>"16", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"9", "unique-ip"=>"10", "pdf"=>"8", "year"=>"2011", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"6", "year"=>"2011", "pdf"=>"2", "unique-ip"=>"6", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"9", "unique-ip"=>"8", "pdf"=>"3", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"7", "year"=>"2012", "pdf"=>"2", "unique-ip"=>"9", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"9", "unique-ip"=>"10", "pdf"=>"2", "year"=>"2012", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"2", "abstract"=>"1", "full-text"=>"5", "year"=>"2012", "pdf"=>"3", "unique-ip"=>"7", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"10", "unique-ip"=>"10", "pdf"=>"5", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"15", "year"=>"2009", "pdf"=>"14", "unique-ip"=>"17", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"26", "unique-ip"=>"27", "pdf"=>"14", "year"=>"2009", "figure"=>"11", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"3", "abstract"=>"0", "full-text"=>"167", "year"=>"2012", "pdf"=>"2", "unique-ip"=>"46", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"unique-ip"=>"12", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"2", "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"=>"11", "pdf"=>"4", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"16", "full-text"=>"17", "pdf"=>"2", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"3", "abstract"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"18", "full-text"=>"21", "pdf"=>"4", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"18", "full-text"=>"21", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"3", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"16", "full-text"=>"15", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"5", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"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"=>"7"}
  • {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"4", "pdf"=>"2", "abstract"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"12", "full-text"=>"14", "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"=>"23", "full-text"=>"26", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"21", "full-text"=>"26", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"13", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"13", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"15", "full-text"=>"15", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"16", "full-text"=>"19", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"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"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"22", "full-text"=>"23", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"14", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"16", "full-text"=>"17", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"10", "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"=>"12"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"15", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"11", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"6", "full-text"=>"6", "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"=>"14", "full-text"=>"11", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"12", "full-text"=>"15", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"13", "full-text"=>"19", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"18", "full-text"=>"23", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"17", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"17", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"23", "full-text"=>"30", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"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"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"16", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"21", "full-text"=>"26", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"18", "full-text"=>"19", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"23", "full-text"=>"24", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"20", "full-text"=>"28", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"19", "full-text"=>"14", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"38", "full-text"=>"43", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"37", "full-text"=>"36", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"50", "full-text"=>"59", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"29", "full-text"=>"31", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"2", "full-text"=>"2", "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"=>"39", "full-text"=>"33", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"18", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"41", "full-text"=>"53", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"31", "full-text"=>"29", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"37", "full-text"=>"26", "pdf"=>"14", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"23", "full-text"=>"17", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"20", "full-text"=>"24", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"24", "full-text"=>"21", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"56", "full-text"=>"76", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"41", "full-text"=>"44", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"44", "full-text"=>"45", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"49", "full-text"=>"62", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"37", "full-text"=>"46", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"33", "full-text"=>"42", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"64", "full-text"=>"72", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"4"}

Relative Metric

{"start_date"=>"2009-01-01T00:00:00Z", "end_date"=>"2009-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[349, 614, 744, 851, 955, 1059, 1167, 1262, 1352, 1431, 1516, 1593, 1668, 1746, 1817, 1883, 1950, 2017, 2075, 2141, 2198, 2254, 2313, 2368, 2424, 2474, 2534, 2591, 2651, 2710, 2776, 2837, 2892, 2953, 3014, 3072, 3130, 3186, 3251, 3307, 3366, 3427, 3500, 3561, 3627, 3688, 3759, 3821, 3888, 3950, 4010, 4070, 4131, 4189, 4242, 4307, 4370, 4431, 4491, 4549, 4608]}, {"subject_area"=>"/Biology and life sciences/Behavior", "average_usage"=>[407, 682, 829, 937, 1026, 1116, 1212, 1315, 1397, 1487, 1556, 1630, 1701, 1772, 1845, 1902, 2007, 2098, 2155, 2225, 2292, 2350, 2408, 2467, 2496, 2530, 2594, 2656, 2712, 2778, 2860, 2945, 3047, 3099, 3169, 3234, 3311, 3344, 3379, 3422, 3485, 3548, 3594, 3642, 3722, 3789, 3862, 3959, 4067, 4116, 4191, 4265, 4385, 4453, 4535, 4614, 4654, 4719, 4773, 4816, 4878]}]}
Loading … Spinner
There are currently no alerts