Factors Affecting the Delivery, Access, and Use of Interventions to Prevent Malaria in Pregnancy in Sub-Saharan Africa: A Systematic Review and Meta-Analysis
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Factors Affecting the Delivery, Access, and Use of Interventions to Prevent Malaria in Pregnancy in Sub-Saharan Africa: A Systematic Review and Meta-Analysis", "type"=>"journal", "authors"=>[{"first_name"=>"Jenny", "last_name"=>"Hill", "scopus_author_id"=>"55737887300"}, {"first_name"=>"Jenna", "last_name"=>"Hoyt", "scopus_author_id"=>"7103378748"}, {"first_name"=>"Anna Maria", "last_name"=>"van Eijk", "scopus_author_id"=>"55587711400"}, {"first_name"=>"Lauren", "last_name"=>"D'Mello-Guyett", "scopus_author_id"=>"55815394900"}, {"first_name"=>"Feiko O.", "last_name"=>"ter Kuile", "scopus_author_id"=>"7005757679"}, {"first_name"=>"Rick", "last_name"=>"Steketee", "scopus_author_id"=>"7007179922"}, {"first_name"=>"Helen", "last_name"=>"Smith", "scopus_author_id"=>"55125359100"}, {"first_name"=>"Jayne", "last_name"=>"Webster", "scopus_author_id"=>"7402196821"}], "year"=>2013, "source"=>"PLoS Medicine", "identifiers"=>{"issn"=>"15491277", "scopus"=>"2-s2.0-84881235604", "sgr"=>"84881235604", "pui"=>"369514194", "isbn"=>"1549-1676", "pmid"=>"23935459", "doi"=>"10.1371/journal.pmed.1001488"}, "id"=>"b0d2e88b-fac5-3168-ae6c-da63b28a7e73", "abstract"=>"BACKGROUND: Malaria in pregnancy has important consequences for mother and baby. Coverage with the World Health Organization-recommended prevention strategy for pregnant women in sub-Saharan Africa of intermittent preventive treatment in pregnancy (IPTp) and insecticide-treated nets (ITNs) is low. We conducted a systematic review to explore factors affecting delivery, access, and use of IPTp and ITNs among healthcare providers and women.\\n\\nMETHODS AND RESULTS: We searched the Malaria in Pregnancy Library and Global Health Database from 1 January 1990 to 23 April 2013, without language restriction. Data extraction was performed by two investigators independently, and data was appraised for quality and content. Data on barriers and facilitators, and the effect of interventions, were explored using content analysis and narrative synthesis. We conducted a meta-analysis of determinants of IPTp and ITN uptake using random effects models, and performed subgroup analysis to evaluate consistency across interventions and study populations, countries, and enrolment sites. We did not perform a meta-ethnography of qualitative data. Ninety-eight articles were included, of which 20 were intervention studies. Key barriers to the provision of IPTp and ITNs were unclear policy and guidance on IPTp; general healthcare system issues, such as stockouts and user fees; health facility issues stemming from poor organisation, leading to poor quality of care; poor healthcare provider performance, including confusion over the timing of each IPTp dose; and women's poor antenatal attendance, affecting IPTp uptake. Key determinants of IPTp coverage were education, knowledge about malaria/IPTp, socio-economic status, parity, and number and timing of antenatal clinic visits. Key determinants of ITN coverage were employment status, education, knowledge about malaria/ITNs, age, and marital status. Predictors showed regional variations.\\n\\nCONCLUSIONS: Delivery of ITNs through antenatal clinics presents fewer problems than delivery of IPTp. Many obstacles to IPTp delivery are relatively simple barriers that could be resolved in the short term. Other barriers are more entrenched within the overall healthcare system or socio-economic/cultural contexts, and will require medium- to long-term strategies. Please see later in the article for the Editors' Summary.", "link"=>"http://www.mendeley.com/research/factors-affecting-delivery-access-interventions-prevent-malaria-pregnancy-subsaharan-africa-systemat-8", "reader_count"=>215, "reader_count_by_academic_status"=>{"Unspecified"=>6, "Professor > Associate Professor"=>2, "Librarian"=>1, "Researcher"=>21, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>21, "Student > Postgraduate"=>27, "Student > Master"=>95, "Other"=>10, "Student > Bachelor"=>16, "Lecturer"=>8, "Lecturer > Senior Lecturer"=>2, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>6, "Professor > Associate Professor"=>2, "Librarian"=>1, "Researcher"=>21, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>21, "Student > Postgraduate"=>27, "Student > Master"=>95, "Other"=>10, "Student > Bachelor"=>16, "Lecturer"=>8, "Lecturer > Senior Lecturer"=>2, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>11, "Agricultural and Biological Sciences"=>19, "Arts and Humanities"=>1, "Veterinary Science and Veterinary Medicine"=>2, "Business, Management and Accounting"=>3, "Computer Science"=>3, "Earth and Planetary Sciences"=>1, "Economics, Econometrics and Finance"=>6, "Engineering"=>2, "Environmental Science"=>2, "Nursing and Health Professions"=>12, "Mathematics"=>1, "Medicine and Dentistry"=>109, "Pharmacology, Toxicology and Pharmaceutical Science"=>4, "Social Sciences"=>35, "Immunology and Microbiology"=>3, "Linguistics"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>109}, "Social Sciences"=>{"Social Sciences"=>35}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>11}, "Environmental Science"=>{"Environmental Science"=>2}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>4}, "Arts and Humanities"=>{"Arts and Humanities"=>1}, "Engineering"=>{"Engineering"=>2}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>6}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>3}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>19}, "Computer Science"=>{"Computer Science"=>3}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>12}, "Linguistics"=>{"Linguistics"=>1}, "Veterinary Science and Veterinary Medicine"=>{"Veterinary Science and Veterinary Medicine"=>2}}, "reader_count_by_country"=>{"Canada"=>2, "United States"=>1, "South Africa"=>1, "Ghana"=>2, "Nigeria"=>1, "Kenya"=>1, "Ethiopia"=>1, "Spain"=>2}, "group_count"=>7}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84881235604"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84881235604?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84881235604&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84881235604&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84881235604", "dc:identifier"=>"SCOPUS_ID:84881235604", "eid"=>"2-s2.0-84881235604", "dc:title"=>"Factors Affecting the Delivery, Access, and Use of Interventions to Prevent Malaria in Pregnancy in Sub-Saharan Africa: A Systematic Review and Meta-Analysis", "dc:creator"=>"Hill J.", "prism:publicationName"=>"PLoS Medicine", "prism:issn"=>"15491277", "prism:eIssn"=>"15491676", "prism:volume"=>"10", "prism:issueIdentifier"=>"7", "prism:pageRange"=>nil, "prism:coverDate"=>"2013-07-01", "prism:coverDisplayDate"=>"July 2013", "prism:doi"=>"10.1371/journal.pmed.1001488", "citedby-count"=>"92", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Liverpool School of Tropical Medicine", "affiliation-city"=>"Liverpool", "affiliation-country"=>"United Kingdom"}], "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e1001488", "source-id"=>"144840", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosmedicine%2Farticle%3Fid%3D10.1371%252Fjournal.pmed.1001488", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Twitter

Counter

  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"178", "xml_views"=>"14", "html_views"=>"3010"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"254", "xml_views"=>"114", "html_views"=>"3372"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"77", "xml_views"=>"6", "html_views"=>"621"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"66", "xml_views"=>"3", "html_views"=>"529"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"56", "xml_views"=>"8", "html_views"=>"526"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"47", "xml_views"=>"1", "html_views"=>"379"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"53", "xml_views"=>"0", "html_views"=>"677"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"47", "xml_views"=>"0", "html_views"=>"596"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"43", "xml_views"=>"2", "html_views"=>"688"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"45", "xml_views"=>"1", "html_views"=>"529"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"30", "xml_views"=>"1", "html_views"=>"491"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"423"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"41", "xml_views"=>"3", "html_views"=>"408"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"44", "xml_views"=>"3", "html_views"=>"608"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"35", "xml_views"=>"0", "html_views"=>"744"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"36", "xml_views"=>"5", "html_views"=>"593"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"29", "xml_views"=>"2", "html_views"=>"462"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"27", "xml_views"=>"2", "html_views"=>"329"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"193"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"192"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"43", "xml_views"=>"0", "html_views"=>"304"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"25", "xml_views"=>"2", "html_views"=>"353"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"409"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"238"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"196"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"269"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"209"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"254"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"176"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"146"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"210"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"42", "xml_views"=>"0", "html_views"=>"219"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"34", "xml_views"=>"0", "html_views"=>"204"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"51", "xml_views"=>"0", "html_views"=>"195"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"33", "xml_views"=>"0", "html_views"=>"210"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"43", "xml_views"=>"0", "html_views"=>"156"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"117"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"100"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"160"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"37", "xml_views"=>"0", "html_views"=>"372"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"26", "xml_views"=>"1", "html_views"=>"220"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"53", "xml_views"=>"1", "html_views"=>"185"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"34", "xml_views"=>"5", "html_views"=>"178"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"35", "xml_views"=>"8", "html_views"=>"310"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"45", "xml_views"=>"3", "html_views"=>"367"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"279"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"43", "xml_views"=>"2", "html_views"=>"386"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"227"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"172"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"151"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"34", "xml_views"=>"0", "html_views"=>"169"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"20", "xml_views"=>"4", "html_views"=>"253"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"30", "xml_views"=>"1", "html_views"=>"311"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"227"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"166"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"38", "xml_views"=>"0", "html_views"=>"154"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"99", "xml_views"=>"0", "html_views"=>"138"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"71", "xml_views"=>"1", "html_views"=>"178"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"35", "xml_views"=>"0", "html_views"=>"103"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"44", "xml_views"=>"5", "html_views"=>"105"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"28", "xml_views"=>"6", "html_views"=>"112"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"32", "xml_views"=>"2", "html_views"=>"99"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"51", "xml_views"=>"3", "html_views"=>"91"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"112"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"27", "xml_views"=>"2", "html_views"=>"103"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"86"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"60"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"26", "xml_views"=>"2", "html_views"=>"66"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"58", "xml_views"=>"1", "html_views"=>"129"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"39", "xml_views"=>"1", "html_views"=>"123"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"65", "xml_views"=>"1", "html_views"=>"129"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"55", "xml_views"=>"0", "html_views"=>"92"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"61", "xml_views"=>"0", "html_views"=>"118"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"51", "xml_views"=>"0", "html_views"=>"89"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"49", "xml_views"=>"0", "html_views"=>"77"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"35", "xml_views"=>"1", "html_views"=>"104"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"98"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"36", "xml_views"=>"1", "html_views"=>"56"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"24", "xml_views"=>"1", "html_views"=>"60"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"47", "xml_views"=>"0", "html_views"=>"67"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"63", "xml_views"=>"0", "html_views"=>"26"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"42", "xml_views"=>"1", "html_views"=>"92"}
  • {"month"=>"8", "year"=>"2020", "pdf_views"=>"42", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"9", "year"=>"2020", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"45"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1128231"], "description"=>"<p>MiP, malaria in pregnancy.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health"], "article_id"=>752940, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.g002", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Analysis_strategy_/752940", "title"=>"Analysis strategy.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128240"], "description"=>"<p>Synthesis matrix comparing findings from observational studies with those of intervention studies for ITNs.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "matrix", "comparing", "findings", "observational", "studies"], "article_id"=>752949, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.t005", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Synthesis_matrix_comparing_findings_from_observational_studies_with_those_of_intervention_studies_for_ITNs_/752949", "title"=>"Synthesis matrix comparing findings from observational studies with those of intervention studies for ITNs.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128239"], "description"=>"<p>Synthesis matrix comparing findings from observational studies with those of intervention studies for IPTp.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "matrix", "comparing", "findings", "observational", "studies"], "article_id"=>752948, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.t004", "stats"=>{"downloads"=>2, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Synthesis_matrix_comparing_findings_from_observational_studies_with_those_of_intervention_studies_for_IPTp_/752948", "title"=>"Synthesis matrix comparing findings from observational studies with those of intervention studies for IPTp.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128236"], "description"=>"<p>Data extracted for barriers and determinants by study.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "extracted", "barriers", "determinants"], "article_id"=>752945, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.t001", "stats"=>{"downloads"=>1, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Data_extracted_for_barriers_and_determinants_by_study_/752945", "title"=>"Data extracted for barriers and determinants by study.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128234"], "description"=>"<p>SES, Socio-economic status.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "ratios", "determinants", "itn", "17", "studies", "quantitative"], "article_id"=>752943, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.g004", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Summary_odds_ratios_of_determinants_of_ITN_use_assessed_in_17_studies_with_quantitative_data_/752943", "title"=>"Summary odds ratios of determinants of ITN use assessed in 17 studies with quantitative data.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128233"], "description"=>"<p>All studies used 2+ doses of SP versus less except four studies, which used 1+ doses of SP versus less; these are Mbonye 2010 <a href=\"http://www.plosmedicine.org/article/info:doi/10.1371/journal.pmed.1001488#pmed.1001488-Mbonye4\" target=\"_blank\">[129]</a>, van Eijk 2005 <a href=\"http://www.plosmedicine.org/article/info:doi/10.1371/journal.pmed.1001488#pmed.1001488-vanEijk3\" target=\"_blank\">[68]</a>, Nganda 2004 <a href=\"http://www.plosmedicine.org/article/info:doi/10.1371/journal.pmed.1001488#pmed.1001488-Nganda1\" target=\"_blank\">[125]</a>, and Napoleon 2011 <a href=\"http://www.plosmedicine.org/article/info:doi/10.1371/journal.pmed.1001488#pmed.1001488-Napoleon1\" target=\"_blank\">[117]</a>. SES, socio-economic status.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "ratios", "determinants", "iptp", "receipt", "19", "studies", "quantitative"], "article_id"=>752942, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.g003", "stats"=>{"downloads"=>2, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Summary_odds_ratios_of_determinants_of_IPTp_receipt_assessed_in_19_studies_with_quantitative_data_/752942", "title"=>"Summary odds ratios of determinants of IPTp receipt assessed in 19 studies with quantitative data.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128230"], "description"=>"<p>Flowchart of studies included in the review.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "studies", "included"], "article_id"=>752939, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.g001", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Flowchart_of_studies_included_in_the_review_/752939", "title"=>"Flowchart of studies included in the review.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128242", "https://ndownloader.figshare.com/files/1128245", "https://ndownloader.figshare.com/files/1128254", "https://ndownloader.figshare.com/files/1128271", "https://ndownloader.figshare.com/files/1128280", "https://ndownloader.figshare.com/files/1128282"], "description"=>"<div><p>Background</p><p>Malaria in pregnancy has important consequences for mother and baby. Coverage with the World Health Organization–recommended prevention strategy for pregnant women in sub-Saharan Africa of intermittent preventive treatment in pregnancy (IPTp) and insecticide-treated nets (ITNs) is low. We conducted a systematic review to explore factors affecting delivery, access, and use of IPTp and ITNs among healthcare providers and women.</p><p>Methods and Results</p><p>We searched the Malaria in Pregnancy Library and Global Health Database from 1 January 1990 to 23 April 2013, without language restriction. Data extraction was performed by two investigators independently, and data was appraised for quality and content. Data on barriers and facilitators, and the effect of interventions, were explored using content analysis and narrative synthesis. We conducted a meta-analysis of determinants of IPTp and ITN uptake using random effects models, and performed subgroup analysis to evaluate consistency across interventions and study populations, countries, and enrolment sites. We did not perform a meta-ethnography of qualitative data.</p><p>Ninety-eight articles were included, of which 20 were intervention studies. Key barriers to the provision of IPTp and ITNs were unclear policy and guidance on IPTp; general healthcare system issues, such as stockouts and user fees; health facility issues stemming from poor organisation, leading to poor quality of care; poor healthcare provider performance, including confusion over the timing of each IPTp dose; and women's poor antenatal attendance, affecting IPTp uptake. Key determinants of IPTp coverage were education, knowledge about malaria/IPTp, socio-economic status, parity, and number and timing of antenatal clinic visits. Key determinants of ITN coverage were employment status, education, knowledge about malaria/ITNs, age, and marital status. Predictors showed regional variations.</p><p>Conclusions</p><p>Delivery of ITNs through antenatal clinics presents fewer problems than delivery of IPTp. Many obstacles to IPTp delivery are relatively simple barriers that could be resolved in the short term. Other barriers are more entrenched within the overall healthcare system or socio-economic/cultural contexts, and will require medium- to long-term strategies.</p><p><i>Please see later in the article for the Editors' Summary</i></p></div>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "affecting", "interventions", "sub-saharan", "systematic"], "article_id"=>752951, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>["https://dx.doi.org/10.1371/journal.pmed.1001488.s001", "https://dx.doi.org/10.1371/journal.pmed.1001488.s002", "https://dx.doi.org/10.1371/journal.pmed.1001488.s003", "https://dx.doi.org/10.1371/journal.pmed.1001488.s004", "https://dx.doi.org/10.1371/journal.pmed.1001488.s005", "https://dx.doi.org/10.1371/journal.pmed.1001488.s006"], "stats"=>{"downloads"=>45, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Factors_Affecting_the_Delivery_Access_and_Use_of_Interventions_to_Prevent_Malaria_in_Pregnancy_in_Sub_Saharan_Africa_A_Systematic_Review_and_Meta_Analysis_/752951", "title"=>"Factors Affecting the Delivery, Access, and Use of Interventions to Prevent Malaria in Pregnancy in Sub-Saharan Africa: A Systematic Review and Meta-Analysis", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128238"], "description"=>"a<p>Comparing intervention and control at point of evaluation.</p>b<p>Analysis adjusted for clustering.</p>c<p>Sample sizes not provided.</p>d<p>Comparing peri-urban and rural women.</p>e<p>ITN use in infants used as a proxy for ITN use by pregnant women, as women share their sleeping places with their newborns in this setting.</p>f<p>ITN use during pregnancy among women who had received a free United Nations Children's Fund ITN during 2001 when they were pregnant and did not previously use an ITN.</p>g<p>Comparison of the poorest quintile versus wealthiest quintile.</p>h<p>Comparing redemption of vouchers issued in urban versus rural health facilities.</p>i<p>ITN use last night among households with a pregnant woman in residence.</p><p>DRC, Democratic Republic of the Congo.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "interventions", "aimed", "itns"], "article_id"=>752947, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.t003", "stats"=>{"downloads"=>2, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Evaluation_of_interventions_aimed_at_increasing_coverage_of_ITNs_15_studies_/752947", "title"=>"Evaluation of interventions aimed at increasing coverage of ITNs (15 studies).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-23 09:25:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1128237"], "description"=>"a<p>Comparing intervention and control at point of evaluation.</p>b<p>Comparing baseline and point of evaluation for intervention.</p>c<p>Denominator for IPTp 2+: women who have received already one SP dose.</p>d<p>Denominator: women with at least one ANC visit.</p>e<p>Analysis adjusted for clustering.</p>f<p>Information from article enhanced by supplemental data from authors.</p><p>G1, primigravidae; G2, secundigravidae; trim, trimester of pregnancy.</p>", "links"=>[], "tags"=>["Infectious diseases", "Parasitic diseases", "malaria", "Non-clinical medicine", "Health care policy", "Quality of care", "Health care quality", "Health services research", "Medical sociology", "Public health", "Socioeconomic aspects of health", "interventions", "aimed", "iptp"], "article_id"=>752946, "categories"=>["Medicine"], "users"=>["Jenny Hill", "Jenna Hoyt", "Anna Maria van Eijk", "Lauren D'Mello-Guyett", "Feiko O. ter Kuile", "Rick Steketee", "Helen Smith", "Jayne Webster"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1001488.t002", "stats"=>{"downloads"=>0, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Evaluation_of_interventions_aimed_at_increasing_coverage_of_IPTp_six_studies_/752946", "title"=>"Evaluation of interventions aimed at increasing coverage of IPTp (six studies).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-23 09:25:27"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"55", "full-text"=>"58", "pdf"=>"28", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"60", "full-text"=>"68", "pdf"=>"35", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"19", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"44", "full-text"=>"55", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"45", "full-text"=>"44", "pdf"=>"25", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"40", "full-text"=>"44", "pdf"=>"27", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"39", "full-text"=>"36", "pdf"=>"19", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"59", "full-text"=>"85", "pdf"=>"33", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"66", "full-text"=>"75", "pdf"=>"48", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"40", "full-text"=>"43", "pdf"=>"22", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"35", "full-text"=>"31", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"42", "full-text"=>"39", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"39", "full-text"=>"43", "pdf"=>"27", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"40", "full-text"=>"45", "pdf"=>"19", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"72", "full-text"=>"70", "pdf"=>"29", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"16", "supp-data"=>"14", "cited-by"=>"2", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"39", "full-text"=>"41", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"43", "full-text"=>"42", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"42", "full-text"=>"56", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"48", "full-text"=>"47", "pdf"=>"23", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"61", "full-text"=>"86", "pdf"=>"24", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"68", "full-text"=>"82", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"3", "cited-by"=>"1", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"51", "full-text"=>"63", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"43", "full-text"=>"56", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"51", "full-text"=>"60", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"46", "full-text"=>"55", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"38", "full-text"=>"44", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"39", "full-text"=>"36", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"73", "full-text"=>"93", "pdf"=>"22", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"65", "full-text"=>"87", "pdf"=>"29", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"62", "full-text"=>"69", "pdf"=>"29", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"78", "full-text"=>"98", "pdf"=>"24", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"63", "full-text"=>"63", "pdf"=>"25", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"72", "full-text"=>"92", "pdf"=>"22", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"69", "full-text"=>"82", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"55", "full-text"=>"54", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"76", "full-text"=>"84", "pdf"=>"25", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"64", "full-text"=>"71", "pdf"=>"23", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"3", "cited-by"=>"2", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"48", "full-text"=>"54", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"58", "full-text"=>"57", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"51", "full-text"=>"52", "pdf"=>"22", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"64", "full-text"=>"77", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"3", "cited-by"=>"1", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"50", "full-text"=>"56", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"48", "full-text"=>"43", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"34", "full-text"=>"37", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"60", "full-text"=>"66", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"31", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"25", "full-text"=>"26", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"43", "full-text"=>"54", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"40", "full-text"=>"45", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"32", "full-text"=>"37", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"36", "full-text"=>"39", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"23", "full-text"=>"25", "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"=>"51", "full-text"=>"51", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"72", "full-text"=>"80", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"42", "full-text"=>"45", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"38", "full-text"=>"43", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"1", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"42", "full-text"=>"49", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"1", "cited-by"=>"2", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"28", "full-text"=>"27", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"31", "full-text"=>"31", "pdf"=>"14", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"26", "full-text"=>"35", "pdf"=>"12", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"50", "full-text"=>"18", "pdf"=>"87", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"28", "full-text"=>"25", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"1", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"22", "full-text"=>"30", "pdf"=>"17", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"22", "full-text"=>"30", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"57", "full-text"=>"63", "pdf"=>"12", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"22", "full-text"=>"27", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"6", "cited-by"=>"1", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"20", "full-text"=>"23", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"16", "full-text"=>"22", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"51", "full-text"=>"64", "pdf"=>"17", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"47", "full-text"=>"50", "pdf"=>"13", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"41", "full-text"=>"45", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"23", "full-text"=>"27", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"43", "full-text"=>"53", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"47", "full-text"=>"57", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"35", "full-text"=>"35", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"73", "full-text"=>"85", "pdf"=>"15", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"67", "full-text"=>"75", "pdf"=>"17", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"12", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"65", "full-text"=>"79", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"13", "cited-by"=>"1", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"59", "full-text"=>"73", "pdf"=>"14", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
  • {"unique-ip"=>"45", "full-text"=>"43", "pdf"=>"21", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2020", "month"=>"6"}
  • {"unique-ip"=>"14", "full-text"=>"18", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"7"}
  • {"unique-ip"=>"22", "full-text"=>"24", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"2", "cited-by"=>"1", "year"=>"2020", "month"=>"8"}

Relative Metric

{"start_date"=>"2013-01-01T00:00:00Z", "end_date"=>"2013-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[269, 466, 588, 697, 800, 896, 988, 1076, 1165, 1254, 1340, 1417]}, {"subject_area"=>"/Biology and life sciences/Agriculture", "average_usage"=>[241, 422, 551, 659, 765, 866, 954, 1043, 1142, 1235, 1311, 1397, 1462]}, {"subject_area"=>"/Medicine and health sciences/Parasitic diseases", "average_usage"=>[320, 619, 774, 903, 1012, 1118, 1224, 1333, 1442, 1518, 1600, 1702, 1779]}, {"subject_area"=>"/Medicine and health sciences/Women's health", "average_usage"=>[238, 448, 580, 684, 784, 897, 964, 1053, 1134, 1220, 1318, 1401, 1453]}]}
Loading … Spinner
There are currently no alerts