Maintaining Vaccine Delivery Following the Introduction of the Rotavirus and Pneumococcal Vaccines in Thailand
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{"title"=>"Maintaining vaccine delivery following the introduction of the rotavirus and pneumococcal vaccines in Thailand", "type"=>"journal", "authors"=>[{"first_name"=>"Bruce Y.", "last_name"=>"Lee", "scopus_author_id"=>"35272935100"}, {"first_name"=>"Tina Marie", "last_name"=>"Assi", "scopus_author_id"=>"35221033400"}, {"first_name"=>"Korngamon", "last_name"=>"Rookkapan", "scopus_author_id"=>"8438164200"}, {"first_name"=>"Angela R.", "last_name"=>"Wateska", "scopus_author_id"=>"36097235600"}, {"first_name"=>"Jayant", "last_name"=>"Rajgopal", "scopus_author_id"=>"6701604153"}, {"first_name"=>"Vorasith", "last_name"=>"Sornsrivichai", "scopus_author_id"=>"24466844700"}, {"first_name"=>"Sheng I.", "last_name"=>"Chen", "scopus_author_id"=>"36559138500"}, {"first_name"=>"Shawn T.", "last_name"=>"Brown", "scopus_author_id"=>"7501416705"}, {"first_name"=>"Joel", "last_name"=>"Welling", "scopus_author_id"=>"55894496000"}, {"first_name"=>"Bryan A.", "last_name"=>"Norman", "scopus_author_id"=>"7103350457"}, {"first_name"=>"Diana L.", "last_name"=>"Connor", "scopus_author_id"=>"36813108800"}, {"first_name"=>"Rachel R.", "last_name"=>"Bailey", "scopus_author_id"=>"35212968700"}, {"first_name"=>"Anirban", "last_name"=>"Jana", "scopus_author_id"=>"7006320409"}, {"first_name"=>"Willem G.", "last_name"=>"van Panhuis", "scopus_author_id"=>"8506982600"}, {"first_name"=>"Donald S.", "last_name"=>"Burke", "scopus_author_id"=>"7403247471"}], "year"=>2011, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-80052779166", "sgr"=>"80052779166", "issn"=>"19326203", "doi"=>"10.1371/journal.pone.0024673", "pmid"=>"21931805", "isbn"=>"1932-6203; 1932-6203", "pui"=>"362552384"}, "id"=>"8acce63d-3c74-3c05-aa2e-9d370ec03785", "abstract"=>"Although the substantial burdens of rotavirus and pneumococcal disease have motivated many countries to consider introducing the rotavirus vaccine (RV) and heptavalent pneumococcal conjugate vaccine (PCV-7) to their National Immunization Programs (EPIs), these new vaccines could affect the countries' vaccine supply chains (i.e., the series of steps required to get a vaccine from their manufacturers to patients). We developed detailed computational models of the Trang Province, Thailand, vaccine supply chain to simulate introducing various RV and PCV-7 vaccine presentations and their combinations. Our results showed that the volumes of these new vaccines in addition to current routine vaccines could meet and even exceed (1) the refrigerator space at the provincial district and sub-district levels and (2) the transport cold space at district and sub-district levels preventing other vaccines from being available to patients who arrive to be immunized. Besides the smallest RV presentation (17.1 cm³/dose), all other vaccine introduction scenarios required added storage capacity at the provincial level (range: 20 L-1151 L per month) for the three largest formulations, and district level (range: 1 L-124 L per month) across all introduction scenarios. Similarly, with the exception of the two smallest RV presentation (17.1 cm³/dose), added transport capacity was required at both district and sub-district levels. Added transport capacity required across introduction scenarios from the provincial to district levels ranged from 1 L-187 L, and district to sub-district levels ranged from 1 L-13 L per shipment. Finally, only the smallest RV vaccine presentation (17.1 cm³/dose) had no appreciable effect on vaccine availability at sub-districts. All other RV and PCV-7 vaccines were too large for the current supply chain to handle without modifications such as increasing storage or transport capacity. Introducing these new vaccines to Thailand could have dynamic effects on the availability of all vaccines that may not be initially apparent to decision-makers.", "link"=>"http://www.mendeley.com/research/maintaining-vaccine-delivery-following-introduction-rotavirus-pneumococcal-vaccines-thailand", "reader_count"=>37, "reader_count_by_academic_status"=>{"Unspecified"=>3, "Professor > Associate Professor"=>2, "Researcher"=>8, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>5, "Student > Postgraduate"=>3, "Other"=>3, "Student > Master"=>8, "Student > Bachelor"=>2, "Lecturer"=>1, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>3, "Professor > Associate Professor"=>2, "Researcher"=>8, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>5, "Student > Postgraduate"=>3, "Other"=>3, "Student > Master"=>8, "Student > Bachelor"=>2, "Lecturer"=>1, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>3, "Agricultural and Biological Sciences"=>3, "Arts and Humanities"=>1, "Business, Management and Accounting"=>2, "Chemical Engineering"=>1, "Computer Science"=>1, "Economics, Econometrics and Finance"=>3, "Engineering"=>2, "Environmental Science"=>1, "Nursing and Health Professions"=>2, "Materials Science"=>1, "Mathematics"=>2, "Medicine and Dentistry"=>10, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Social Sciences"=>1, "Immunology and Microbiology"=>3}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>10}, "Social Sciences"=>{"Social Sciences"=>1}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>3}, "Environmental Science"=>{"Environmental Science"=>1}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}, "Chemical Engineering"=>{"Chemical Engineering"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>1}, "Engineering"=>{"Engineering"=>2}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>3}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>3}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>3}, "Computer Science"=>{"Computer Science"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>2}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>2}}, "reader_count_by_country"=>{"United States"=>2, "Kenya"=>1}, "group_count"=>1}

Scopus | Further Information

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Figshare

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  • {"files"=>["https://ndownloader.figshare.com/files/735736"], "description"=>"<p>Extra Storage Capacity Required at the Provincial Store Following Each Vaccine Introduction Scenario (Results from HERMES).</p>", "links"=>[], "tags"=>["provincial"], "article_id"=>406078, "categories"=>["Information And Computing Sciences", "Infectious Diseases", "Biotechnology"], "users"=>["Bruce Y. Lee", "Tina-Marie Assi", "Korngamon Rookkapan", "Angela R. Wateska", "Jayant Rajgopal", "Vorasith Sornsrivichai", "Sheng-I Chen", "Shawn T. Brown", "Joel Welling", "Bryan A. Norman", "Diana L. Connor", "Rachel R. Bailey", "Anirban Jana", "Willem G. Van Panhuis", "Donald S. Burke"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0024673.g002"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Extra_Storage_Capacity_Required_at_the_Provincial_Store_Following_Each_Vaccine_Introduction_Scenario_Results_from_HERMES_/406078", "title"=>"Extra Storage Capacity Required at the Provincial Store Following Each Vaccine Introduction Scenario (Results from HERMES).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 14:47:30"}
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  • {"files"=>["https://ndownloader.figshare.com/files/735919"], "description"=>"<p>Extra Transport Capacity Required at the District Level Following Various Vaccine Introduction Scenarios (Results from HERMES).</p>", "links"=>[], "tags"=>["scenarios"], "article_id"=>406261, "categories"=>["Information And Computing Sciences", "Infectious Diseases", "Biotechnology"], "users"=>["Bruce Y. Lee", "Tina-Marie Assi", "Korngamon Rookkapan", "Angela R. Wateska", "Jayant Rajgopal", "Vorasith Sornsrivichai", "Sheng-I Chen", "Shawn T. Brown", "Joel Welling", "Bryan A. Norman", "Diana L. Connor", "Rachel R. Bailey", "Anirban Jana", "Willem G. Van Panhuis", "Donald S. Burke"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0024673.g004"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Extra_Transport_Capacity_Required_at_the_District_Level_Following_Various_Vaccine_Introduction_Scenarios_Results_from_HERMES_/406261", "title"=>"Extra Transport Capacity Required at the District Level Following Various Vaccine Introduction Scenarios (Results from HERMES).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 14:48:29"}
  • {"files"=>["https://ndownloader.figshare.com/files/736009"], "description"=>"<p>Extra Transport Capacity Required at the Sub-district Level Following Various Vaccine Introduction Scenarios (Results from HERMES).</p>", "links"=>[], "tags"=>["sub-district", "scenarios"], "article_id"=>406352, "categories"=>["Information And Computing Sciences", "Infectious Diseases", "Biotechnology"], "users"=>["Bruce Y. Lee", "Tina-Marie Assi", "Korngamon Rookkapan", "Angela R. Wateska", "Jayant Rajgopal", "Vorasith Sornsrivichai", "Sheng-I Chen", "Shawn T. Brown", "Joel Welling", "Bryan A. Norman", "Diana L. Connor", "Rachel R. Bailey", "Anirban Jana", "Willem G. Van Panhuis", "Donald S. Burke"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0024673.g005"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Extra_Transport_Capacity_Required_at_the_Sub_district_Level_Following_Various_Vaccine_Introduction_Scenarios_Results_from_HERMES_/406352", "title"=>"Extra Transport Capacity Required at the Sub-district Level Following Various Vaccine Introduction Scenarios (Results from HERMES).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 14:48:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/736091"], "description"=>"<p>Frequency Histogram of Vaccine Supply Ratio for District and Sub-district Locations (Results from HERMES).</p>", "links"=>[], "tags"=>["histogram", "sub-district", "locations"], "article_id"=>406429, "categories"=>["Information And Computing Sciences", "Infectious Diseases", "Biotechnology"], "users"=>["Bruce Y. Lee", "Tina-Marie Assi", "Korngamon Rookkapan", "Angela R. Wateska", "Jayant Rajgopal", "Vorasith Sornsrivichai", "Sheng-I Chen", "Shawn T. Brown", "Joel Welling", "Bryan A. Norman", "Diana L. Connor", "Rachel R. Bailey", "Anirban Jana", "Willem G. Van Panhuis", "Donald S. Burke"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0024673.g006"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Frequency_Histogram_of_Vaccine_Supply_Ratio_for_District_and_Sub_district_Locations_Results_from_HERMES_/406429", "title"=>"Frequency Histogram of Vaccine Supply Ratio for District and Sub-district Locations (Results from HERMES).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 14:49:29"}
  • {"files"=>["https://ndownloader.figshare.com/files/736171"], "description"=>"<p>Model Parameters and Ranges for Sensitivity Analyses.</p>", "links"=>[], "tags"=>["parameters", "ranges"], "article_id"=>406518, "categories"=>["Information And Computing Sciences", "Infectious Diseases", "Biotechnology"], "users"=>["Bruce Y. Lee", "Tina-Marie Assi", "Korngamon Rookkapan", "Angela R. Wateska", "Jayant Rajgopal", "Vorasith Sornsrivichai", "Sheng-I Chen", "Shawn T. Brown", "Joel Welling", "Bryan A. Norman", "Diana L. Connor", "Rachel R. Bailey", "Anirban Jana", "Willem G. Van Panhuis", "Donald S. Burke"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0024673.t002"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Model_Parameters_and_Ranges_for_Sensitivity_Analyses_/406518", "title"=>"Model Parameters and Ranges for Sensitivity Analyses.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 14:49:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/736207"], "description"=>"<p>*<i>School aged children and pregnant women were not considered in our analysis.</i></p>", "links"=>[], "tags"=>["nip"], "article_id"=>406553, "categories"=>["Information And Computing Sciences", "Infectious Diseases", "Biotechnology"], "users"=>["Bruce Y. Lee", "Tina-Marie Assi", "Korngamon Rookkapan", "Angela R. Wateska", "Jayant Rajgopal", "Vorasith Sornsrivichai", "Sheng-I Chen", "Shawn T. Brown", "Joel Welling", "Bryan A. Norman", "Diana L. Connor", "Rachel R. Bailey", "Anirban Jana", "Willem G. Van Panhuis", "Donald S. Burke"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0024673.t001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Thailand_NIP_Vaccine_Characteristics_/406553", "title"=>"Thailand NIP Vaccine Characteristics.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 14:50:11"}

PMC Usage Stats | Further Information

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  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"14", "unique-ip"=>"13", "pdf"=>"6", "year"=>"2012", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
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  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"4", "full-text"=>"11", "unique-ip"=>"13", "pdf"=>"8", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
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  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
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  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
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  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
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  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
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  • {"unique-ip"=>"6", "full-text"=>"16", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"9", "full-text"=>"16", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"3", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
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Relative Metric

{"start_date"=>"2011-01-01T00:00:00Z", "end_date"=>"2011-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[304, 568, 702, 818, 927, 1027, 1118, 1206, 1285, 1357, 1427, 1500, 1564, 1636, 1705, 1773, 1840, 1909, 1974, 2039, 2106, 2170, 2234, 2296, 2358, 2423, 2484, 2546, 2606, 2673, 2734, 2795, 2857, 2921, 2984, 3046, 3100]}, {"subject_area"=>"/Medicine and health sciences/Infectious diseases", "average_usage"=>[335, 648, 777, 906, 1018, 1131, 1224, 1307, 1396, 1462, 1541, 1619, 1695, 1764, 1821, 1892, 1959, 2029, 2095, 2155, 2218, 2270, 2329, 2395, 2457, 2528, 2590, 2638, 2708, 2759, 2823, 2882, 2930, 2990, 3041, 3099, 3150]}, {"subject_area"=>"/Medicine and health sciences/Public and occupational health", "average_usage"=>[343, 648, 793, 906, 1017, 1126, 1226, 1298, 1386, 1458, 1536, 1617, 1694, 1771, 1851, 1915, 1982, 2042, 2111, 2171, 2220, 2273, 2339, 2430, 2509, 2572, 2640, 2695, 2766, 2822, 2882, 2956, 2992, 3046, 3082, 3151, 3206]}]}
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