Modeling the Potential Effects of New Tobacco Products and Policies: A Dynamic Population Model for Multiple Product Use and Harm
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Modeling the potential effects of new tobacco products and policies: A dynamic population model for multiple product use and harm", "type"=>"journal", "authors"=>[{"first_name"=>"Eric D.", "last_name"=>"Vugrin", "scopus_author_id"=>"14039820100"}, {"first_name"=>"Brian L.", "last_name"=>"Rostron", "scopus_author_id"=>"36612347600"}, {"first_name"=>"Stephen J.", "last_name"=>"Verzi", "scopus_author_id"=>"6602304204"}, {"first_name"=>"Nancy S.", "last_name"=>"Brodsky", "scopus_author_id"=>"56581693000"}, {"first_name"=>"Theresa J.", "last_name"=>"Brown", "scopus_author_id"=>"16226181900"}, {"first_name"=>"Conrad J.", "last_name"=>"Choiniere", "scopus_author_id"=>"24381637900"}, {"first_name"=>"Blair N.", "last_name"=>"Coleman", "scopus_author_id"=>"56294863600"}, {"first_name"=>"Antonio", "last_name"=>"Paredes", "scopus_author_id"=>"56647764700"}, {"first_name"=>"Benjamin J.", "last_name"=>"Apelberg", "scopus_author_id"=>"8528481200"}], "year"=>2015, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "scopus"=>"2-s2.0-84929497338", "sgr"=>"84929497338", "pui"=>"604134790", "pmid"=>"25815840", "doi"=>"10.1371/journal.pone.0121008"}, "id"=>"b8bd969b-5c0c-35f0-a583-b7a2d9b6fccf", "abstract"=>"BACKGROUND: Recent declines in US cigarette smoking prevalence have coincided with increases in use of other tobacco products. Multiple product tobacco models can help assess the population health impacts associated with use of a wide range of tobacco products. METHODS AND FINDINGS: We present a multi-state, dynamical systems population structure model that can be used to assess the effects of tobacco product use behaviors on population health. The model incorporates transition behaviors, such as initiation, cessation, switching, and dual use, related to the use of multiple products. The model tracks product use prevalence and mortality attributable to tobacco use for the overall population and by sex and age group. The model can also be used to estimate differences in these outcomes between scenarios by varying input parameter values. We demonstrate model capabilities by projecting future cigarette smoking prevalence and smoking-attributable mortality and then simulating the effects of introduction of a hypothetical new lower-risk tobacco product under a variety of assumptions about product use. Sensitivity analyses were conducted to examine the range of population impacts that could occur due to differences in input values for product use and risk. We demonstrate that potential benefits from cigarette smokers switching to the lower-risk product can be offset over time through increased initiation of this product. Model results show that population health benefits are particularly sensitive to product risks and initiation, switching, and dual use behaviors. CONCLUSION: Our model incorporates the variety of tobacco use behaviors and risks that occur with multiple products. As such, it can evaluate the population health impacts associated with the introduction of new tobacco products or policies that may result in product switching or dual use. Further model development will include refinement of data inputs for non-cigarette tobacco products and inclusion of health outcomes such as morbidity and disability", "link"=>"http://www.mendeley.com/research/modeling-potential-effects-new-tobacco-products-policies-dynamic-population-model-multiple-product-h-1", "reader_count"=>25, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>1, "Researcher"=>8, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>8, "Student > Postgraduate"=>2, "Other"=>2, "Student > Master"=>1, "Lecturer > Senior Lecturer"=>1, "Lecturer"=>1}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>1, "Researcher"=>8, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>8, "Student > Postgraduate"=>2, "Other"=>2, "Student > Master"=>1, "Lecturer > Senior Lecturer"=>1, "Lecturer"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>2, "Environmental Science"=>1, "Nursing and Health Professions"=>1, "Medicine and Dentistry"=>4, "Agricultural and Biological Sciences"=>1, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Psychology"=>3, "Chemistry"=>1, "Social Sciences"=>6, "Computer Science"=>3, "Decision Sciences"=>2}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>4}, "Chemistry"=>{"Chemistry"=>1}, "Social Sciences"=>{"Social Sciences"=>6}, "Decision Sciences"=>{"Decision Sciences"=>2}, "Psychology"=>{"Psychology"=>3}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>1}, "Computer Science"=>{"Computer Science"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Unspecified"=>{"Unspecified"=>2}, "Environmental Science"=>{"Environmental Science"=>1}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}}, "group_count"=>3}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84929497338"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84929497338?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84929497338&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84929497338&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84929497338", "dc:identifier"=>"SCOPUS_ID:84929497338", "eid"=>"2-s2.0-84929497338", "dc:title"=>"Modeling the potential effects of new tobacco products and policies: A dynamic population model for multiple product use and harm", "dc:creator"=>"Vugrin E.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"10", "prism:issueIdentifier"=>"3", "prism:pageRange"=>nil, "prism:coverDate"=>"2015-03-27", "prism:coverDisplayDate"=>"27 March 2015", "prism:doi"=>"10.1371/journal.pone.0121008", "citedby-count"=>"23", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Sandia National Laboratories, New Mexico", "affiliation-city"=>"Albuquerque", "affiliation-country"=>"United States"}], "pubmed-id"=>"25815840", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e0121008", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0121008", "share_count"=>1, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>1}

Counter

  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"29", "xml_views"=>"2", "html_views"=>"150"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"66", "xml_views"=>"3", "html_views"=>"279"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"104"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"77"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"67"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"67"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"48"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"55"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"94"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"180"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"38"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"99"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"28", "xml_views"=>"4", "html_views"=>"113"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"35", "xml_views"=>"0", "html_views"=>"88"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"105"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"75"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"83"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"75"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"56"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"68"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"51"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"94"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"130"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"132"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"57"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"39"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"37", "xml_views"=>"1", "html_views"=>"93"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"48"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"40"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"26"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"17", "xml_views"=>"3", "html_views"=>"26"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"16"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"36"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"90"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"40"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"41", "xml_views"=>"1", "html_views"=>"31"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"39"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"25"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"28"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1992962"], "description"=>"<p>The effect of switching rate values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359213, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g007", "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_effect_of_switching_rate_values_on_cumulative_difference_in_deaths_between_the_status_quo_and_hypothetical_scenario_A_2000_8211_2050_/1359213", "title"=>"The effect of switching rate values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992979", "https://ndownloader.figshare.com/files/1992980", "https://ndownloader.figshare.com/files/1992981"], "description"=>"<div><p>Background</p><p>Recent declines in US cigarette smoking prevalence have coincided with increases in use of other tobacco products. Multiple product tobacco models can help assess the population health impacts associated with use of a wide range of tobacco products.</p><p>Methods and Findings</p><p>We present a multi-state, dynamical systems population structure model that can be used to assess the effects of tobacco product use behaviors on population health. The model incorporates transition behaviors, such as initiation, cessation, switching, and dual use, related to the use of multiple products. The model tracks product use prevalence and mortality attributable to tobacco use for the overall population and by sex and age group. The model can also be used to estimate differences in these outcomes between scenarios by varying input parameter values. We demonstrate model capabilities by projecting future cigarette smoking prevalence and smoking-attributable mortality and then simulating the effects of introduction of a hypothetical new lower-risk tobacco product under a variety of assumptions about product use. Sensitivity analyses were conducted to examine the range of population impacts that could occur due to differences in input values for product use and risk. We demonstrate that potential benefits from cigarette smokers switching to the lower-risk product can be offset over time through increased initiation of this product. Model results show that population health benefits are particularly sensitive to product risks and initiation, switching, and dual use behaviors.</p><p>Conclusion</p><p>Our model incorporates the variety of tobacco use behaviors and risks that occur with multiple products. As such, it can evaluate the population health impacts associated with the introduction of new tobacco products or policies that may result in product switching or dual use. Further model development will include refinement of data inputs for non-cigarette tobacco products and inclusion of health outcomes such as morbidity and disability.</p></div>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359230, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0121008.s001", "https://dx.doi.org/10.1371/journal.pone.0121008.s002", "https://dx.doi.org/10.1371/journal.pone.0121008.s003"], "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Modeling_the_Potential_Effects_of_New_Tobacco_Products_and_Policies_A_Dynamic_Population_Model_for_Multiple_Product_Use_and_Harm_/1359230", "title"=>"Modeling the Potential Effects of New Tobacco Products and Policies: A Dynamic Population Model for Multiple Product Use and Harm", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992976"], "description"=>"<p>Projected adult prevalence of new product use from multivariate uncertainty analysis, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359227, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g013", "stats"=>{"downloads"=>0, "page_views"=>17, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Projected_adult_prevalence_of_new_product_use_from_multivariate_uncertainty_analysis_2000_8211_2050_/1359227", "title"=>"Projected adult prevalence of new product use from multivariate uncertainty analysis, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992961"], "description"=>"<p>The effect of new product excess relative risk factor values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359212, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g006", "stats"=>{"downloads"=>0, "page_views"=>42, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_effect_of_new_product_excess_relative_risk_factor_values_on_cumulative_difference_in_deaths_between_the_status_quo_and_hypothetical_scenario_A_2000_8211_2050_/1359212", "title"=>"The effect of new product excess relative risk factor values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992958"], "description"=>"<p>Observed and projected US adult current cigarette smoking prevalence by sex, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359209, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g003", "stats"=>{"downloads"=>0, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Observed_and_projected_US_adult_current_cigarette_smoking_prevalence_by_sex_2000_8211_2050_/1359209", "title"=>"Observed and projected US adult current cigarette smoking prevalence by sex, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992957"], "description"=>"<p>Observed and projected US adult current cigarette smoking prevalence, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359208, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g002", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Observed_and_projected_US_adult_current_cigarette_smoking_prevalence_2000_8211_2050_/1359208", "title"=>"Observed and projected US adult current cigarette smoking prevalence, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992954"], "description"=>"<p>Transition behaviors (illustrated by directed edges) are categorized into four groups: initiation, cessation, switching, and relapse. Nine possible use states are represented as boxes in which the first and second terms correspond to use of the first and second product, respectively.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359206, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g001", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Tobacco_use_status_transitions_for_a_two_product_model_formulation_/1359206", "title"=>"Tobacco use status transitions for a two product model formulation.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992964"], "description"=>"<p>The effect of new product initiation rate values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359215, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g009", "stats"=>{"downloads"=>1, "page_views"=>23, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_effect_of_new_product_initiation_rate_values_on_cumulative_difference_in_deaths_between_the_status_quo_and_hypothetical_scenario_A_2000_8211_2050_/1359215", "title"=>"The effect of new product initiation rate values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992963"], "description"=>"<p>The effect of changes in smoker to dual use transition rate values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359214, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g008", "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_effect_of_changes_in_smoker_to_dual_use_transition_rate_values_on_cumulative_difference_in_deaths_between_the_status_quo_and_hypothetical_scenario_A_2000_8211_2050_/1359214", "title"=>"The effect of changes in smoker to dual use transition rate values on cumulative difference in deaths between the status quo and hypothetical scenario A, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992960"], "description"=>"<p>Comparison of cumulative deaths, ages 35–84, in status quo and hypothetical scenarios: (a) hypothetical scenario A, in which annual transition rates among smokers are 1.5% for dual use and switching (b) hypothetical scenario B, in which annual transition rates among smokers are 2% for dual use and 1% for switching.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359211, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g005", "stats"=>{"downloads"=>3, "page_views"=>19, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_of_cumulative_deaths_ages_35_8211_84_in_status_quo_and_hypothetical_scenarios_a_hypothetical_scenario_A_in_which_annual_transition_rates_among_smokers_are_1_5_for_dual_use_and_switching_b_hypothetical_scenario_B_in_which_annual_transition_rate/1359211", "title"=>"Comparison of cumulative deaths, ages 35–84, in status quo and hypothetical scenarios: (a) hypothetical scenario A, in which annual transition rates among smokers are 1.5% for dual use and switching (b) hypothetical scenario B, in which annual transition rates among smokers are 2% for dual use and 1% for switching.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992974"], "description"=>"<p>Projected adult prevalence of cigarette smoking from multivariate uncertainty analysis, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359225, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g012", "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Projected_adult_prevalence_of_cigarette_smoking_from_multivariate_uncertainty_analysis_2000_8211_2050_/1359225", "title"=>"Projected adult prevalence of cigarette smoking from multivariate uncertainty analysis, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992959"], "description"=>"<p>Comparison of cigarette smoking and new product use prevalence in status quo and hypothetical scenarios: (a) hypothetical scenario A, in which annual transition rates among smokers are 1.5% for dual use and switching (b) hypothetical scenario B, in which annual transition rates among smokers are 2% for dual use and 1% for switching.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359210, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g004", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_of_cigarette_smoking_and_new_product_use_prevalence_in_status_quo_and_hypothetical_scenarios_a_hypothetical_scenario_A_in_which_annual_transition_rates_among_smokers_are_1_5_for_dual_use_and_switching_b_hypothetical_scenario_B_in_which_annual_/1359210", "title"=>"Comparison of cigarette smoking and new product use prevalence in status quo and hypothetical scenarios: (a) hypothetical scenario A, in which annual transition rates among smokers are 1.5% for dual use and switching (b) hypothetical scenario B, in which annual transition rates among smokers are 2% for dual use and 1% for switching.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992972"], "description"=>"<p>Bivariate parameter sweeps of (a) annual proportion of cigarette smokers switching to new product and the proportion of these switchers and dual users who would have otherwise quit smoking that year (b) new product initiation factor and annual proportion of new product users switching to cigarettes or transitioning to dual use on cumulative difference in deaths for ages 35–84 between the status quo and hypothetical scenario A in 2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359223, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g010", "stats"=>{"downloads"=>4, "page_views"=>20, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Bivariate_parameter_sweeps_of_a_annual_proportion_of_cigarette_smokers_switching_to_new_product_and_the_proportion_of_these_switchers_and_dual_users_who_would_have_otherwise_quit_smoking_that_year_b_new_product_initiation_factor_and_annual_proportion_of_/1359223", "title"=>"Bivariate parameter sweeps of (a) annual proportion of cigarette smokers switching to new product and the proportion of these switchers and dual users who would have otherwise quit smoking that year (b) new product initiation factor and annual proportion of new product users switching to cigarettes or transitioning to dual use on cumulative difference in deaths for ages 35–84 between the status quo and hypothetical scenario A in 2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1992973"], "description"=>"<p>Projected cumulative difference in deaths for the new product scenario compared with the status quo scenario, from multivariate uncertainty analysis, 2000–2050.</p>", "links"=>[], "tags"=>["input parameter values", "Dynamic Population Model", "product use prevalence", "tobacco use behaviors", "product use", "New Tobacco Products", "Harm BackgroundRecent declines", "cigarette smoking prevalence", "population health impacts", "tobacco product use behaviors", "Model results show", "systems population structure model", "population health benefits", "Multiple product tobacco models", "tobacco products", "future cigarette smoking prevalence", "use behaviors.ConclusionOur model"], "article_id"=>1359224, "categories"=>["Biological Sciences"], "users"=>["Eric D. Vugrin", "Brian L. Rostron", "Stephen J. Verzi", "Nancy S. Brodsky", "Theresa J. Brown", "Conrad J. Choiniere", "Blair N. Coleman", "Antonio Paredes", "Benjamin J. Apelberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0121008.g011", "stats"=>{"downloads"=>0, "page_views"=>20, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Projected_cumulative_difference_in_deaths_for_the_new_product_scenario_compared_with_the_status_quo_scenario_from_multivariate_uncertainty_analysis_2000_8211_2050_/1359224", "title"=>"Projected cumulative difference in deaths for the new product scenario compared with the status quo scenario, from multivariate uncertainty analysis, 2000–2050.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-03-27 04:22:02"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"35", "full-text"=>"47", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"10", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"15", "full-text"=>"23", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"25", "full-text"=>"24", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"27", "full-text"=>"23", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"21", "full-text"=>"21", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"19", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"25", "full-text"=>"35", "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"=>"23", "full-text"=>"23", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"16", "full-text"=>"13", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"26", "full-text"=>"24", "pdf"=>"22", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"19", "full-text"=>"27", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"22", "full-text"=>"20", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"12", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"20", "full-text"=>"20", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"19", "full-text"=>"23", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"2", "cited-by"=>"2", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"16", "full-text"=>"15", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"22", "full-text"=>"23", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"18", "full-text"=>"19", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"19", "full-text"=>"19", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"17", "full-text"=>"21", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"20", "full-text"=>"20", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"10", "full-text"=>"13", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "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"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"20", "full-text"=>"18", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"22", "full-text"=>"26", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"6", "cited-by"=>"2", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"21", "full-text"=>"25", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"16", "full-text"=>"17", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"21", "full-text"=>"17", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"14", "full-text"=>"18", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"19", "full-text"=>"16", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"17", "full-text"=>"19", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"19", "full-text"=>"15", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"16", "full-text"=>"14", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}

Relative Metric

{"start_date"=>"2015-01-01T00:00:00Z", "end_date"=>"2015-12-31T00:00:00Z", "subject_areas"=>[]}
Loading … Spinner
There are currently no alerts