Global and Local Concerns: What Attitudes and Beliefs Motivate Farmers to Mitigate and Adapt to Climate Change?
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Global and Local Concerns: What Attitudes and Beliefs Motivate Farmers to Mitigate and Adapt to Climate Change?", "type"=>"journal", "authors"=>[{"first_name"=>"Van R.", "last_name"=>"Haden", "scopus_author_id"=>"17134575600"}, {"first_name"=>"Meredith T.", "last_name"=>"Niles", "scopus_author_id"=>"55178137700"}, {"first_name"=>"Mark", "last_name"=>"Lubell", "scopus_author_id"=>"7005637546"}, {"first_name"=>"Joshua", "last_name"=>"Perlman", "scopus_author_id"=>"55536546600"}, {"first_name"=>"Louise E.", "last_name"=>"Jackson", "scopus_author_id"=>"7402099228"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "scopus"=>"2-s2.0-84871596576", "sgr"=>"84871596576", "pui"=>"366343836", "isbn"=>"1932-6203", "pmid"=>"23300805", "doi"=>"10.1371/journal.pone.0052882"}, "id"=>"0563a565-59b0-3076-b267-9848b1bafa3c", "abstract"=>"In response to agriculture's vulnerability and contribution to climate change, many governments are developing initiatives that promote the adoption of mitigation and adaptation practices among farmers. Since most climate policies affecting agriculture rely on voluntary efforts by individual farmers, success requires a sound understanding of the factors that motivate farmers to change practices. Recent evidence suggests that past experience with the effects of climate change and the psychological distance associated with people's concern for global and local impacts can influence environmental behavior. Here we surveyed farmers in a representative rural county in California's Central Valley to examine how their intention to adopt mitigation and adaptation practices is influenced by previous climate experiences and their global and local concerns about climate change. Perceived changes in water availability had significant effects on farmers' intention to adopt mitigation and adaptation strategies, which were mediated through global and local concerns respectively. This suggests that mitigation is largely motivated by psychologically distant concerns and beliefs about climate change, while adaptation is driven by psychologically proximate concerns for local impacts. This match between attitudes and behaviors according to the psychological distance at which they are cognitively construed indicates that policy and outreach initiatives may benefit by framing climate impacts and behavioral goals concordantly; either in a global context for mitigation or a local context for adaptation.", "link"=>"http://www.mendeley.com/research/global-local-concerns-attitudes-beliefs-motivate-farmers-mitigate-adapt-climate-change", "reader_count"=>181, "reader_count_by_academic_status"=>{"Unspecified"=>7, "Professor > Associate Professor"=>2, "Librarian"=>2, "Researcher"=>31, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>41, "Student > Postgraduate"=>10, "Student > Master"=>46, "Other"=>6, "Student > Bachelor"=>17, "Lecturer"=>5, "Professor"=>8}, "reader_count_by_user_role"=>{"Unspecified"=>7, "Professor > Associate Professor"=>2, "Librarian"=>2, "Researcher"=>31, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>41, "Student > Postgraduate"=>10, "Student > Master"=>46, "Other"=>6, "Student > Bachelor"=>17, "Lecturer"=>5, "Professor"=>8}, "reader_count_by_subject_area"=>{"Unspecified"=>17, "Agricultural and Biological Sciences"=>36, "Business, Management and Accounting"=>2, "Earth and Planetary Sciences"=>11, "Economics, Econometrics and Finance"=>6, "Engineering"=>3, "Environmental Science"=>48, "Nursing and Health Professions"=>1, "Biochemistry, Genetics and Molecular Biology"=>1, "Mathematics"=>1, "Medicine and Dentistry"=>2, "Psychology"=>17, "Social Sciences"=>36}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>2}, "Social Sciences"=>{"Social Sciences"=>36}, "Psychology"=>{"Psychology"=>17}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>17}, "Environmental Science"=>{"Environmental Science"=>48}, "Engineering"=>{"Engineering"=>3}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>11}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>6}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>36}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>2}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}}, "reader_count_by_country"=>{"United States"=>7, "Uganda"=>1, "United Kingdom"=>1, "Kenya"=>1, "India"=>1}, "group_count"=>18}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84871596576"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84871596576?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84871596576&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84871596576&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84871596576", "dc:identifier"=>"SCOPUS_ID:84871596576", "eid"=>"2-s2.0-84871596576", "dc:title"=>"Global and Local Concerns: What Attitudes and Beliefs Motivate Farmers to Mitigate and Adapt to Climate Change?", "dc:creator"=>"Haden V.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"7", "prism:issueIdentifier"=>"12", "prism:pageRange"=>nil, "prism:coverDate"=>"2012-12-29", "prism:coverDisplayDate"=>"29 December 2012", "prism:doi"=>"10.1371/journal.pone.0052882", "citedby-count"=>"93", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"University of California, Davis", "affiliation-city"=>"Davis", "affiliation-country"=>"United States"}], "pubmed-id"=>"23300805", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e52882", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Article Coverage Curated

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0052882", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Journal Comments | Further Information

Twitter

Counter

  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"44", "xml_views"=>"1", "html_views"=>"630"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"71", "xml_views"=>"0", "html_views"=>"624"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"101"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"118"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"25", "xml_views"=>"9", "html_views"=>"155"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"20", "xml_views"=>"5", "html_views"=>"146"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"74"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"113"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"96"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"22", "xml_views"=>"3", "html_views"=>"122"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"91"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"83"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"2", "html_views"=>"66"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"2", "html_views"=>"91"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"62"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"73"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"38"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"68"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"63"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"70"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"71"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"2", "html_views"=>"98"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"31"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"77"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"49"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"75"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"64"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"64"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"75"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"105"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"80"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"89"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"70"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"66"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"104"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"45"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"98"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"53"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"43", "xml_views"=>"1", "html_views"=>"114"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"90"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"124"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"89"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"28", "xml_views"=>"1", "html_views"=>"87"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"73"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"85"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"22", "xml_views"=>"1", "html_views"=>"76"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"28", "xml_views"=>"3", "html_views"=>"145"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"107"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"77"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"63"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"54"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"74"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"64", "xml_views"=>"0", "html_views"=>"70"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"58", "xml_views"=>"0", "html_views"=>"61"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"72", "xml_views"=>"5", "html_views"=>"62"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"69", "xml_views"=>"4", "html_views"=>"52"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"49", "xml_views"=>"1", "html_views"=>"46"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"49", "xml_views"=>"3", "html_views"=>"94"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"30", "xml_views"=>"2", "html_views"=>"122"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"24", "xml_views"=>"1", "html_views"=>"65"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"78", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"101", "xml_views"=>"0", "html_views"=>"103"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"173", "xml_views"=>"0", "html_views"=>"132"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"42", "xml_views"=>"2", "html_views"=>"108"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"102"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"36", "xml_views"=>"2", "html_views"=>"77"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"64"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"47", "xml_views"=>"0", "html_views"=>"94"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"49", "xml_views"=>"1", "html_views"=>"116"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"64", "xml_views"=>"2", "html_views"=>"158"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"95", "xml_views"=>"0", "html_views"=>"117"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"45"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/518459"], "description"=>"<p>Mean likelihood of farmers adopting various mitigation and adaptation practices as measured on a 5 point scale.</p>", "links"=>[], "tags"=>["farmers", "adopting", "mitigation", "adaptation", "practices"], "article_id"=>188952, "categories"=>["Science Policy", "Ecology", "Neuroscience"], "users"=>["Van R. Haden", "Meredith T. Niles", "Mark Lubell", "Joshua Perlman", "Louise E. Jackson"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0052882.g001", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mean_likelihood_of_farmers_adopting_various_mitigation_and_adaptation_practices_as_measured_on_a_5_point_scale_/188952", "title"=>"Mean likelihood of farmers adopting various mitigation and adaptation practices as measured on a 5 point scale.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-26 02:29:12"}
  • {"files"=>["https://ndownloader.figshare.com/files/518575"], "description"=>"<p>Values provided are unstandardized <i>b</i> coefficients indicating the strength of the relationship between variables. Solid arrows represent a significant effect between variables in the pathway (P≤0.05), while broken arrows indicate no significant effect. Overall R<sup>2</sup> and P values associated with prediction of dependent variables are listed for each model.</p>", "links"=>[], "tags"=>["models", "examining", "indirect", "mitigation"], "article_id"=>189069, "categories"=>["Science Policy", "Ecology", "Neuroscience"], "users"=>["Van R. Haden", "Meredith T. Niles", "Mark Lubell", "Joshua Perlman", "Louise E. Jackson"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0052882.g002", "stats"=>{"downloads"=>11, "page_views"=>175, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Multiple_mediation_models_examining_the_direct_and_indirect_effects_of_perceived_change_in_local_climate_water_temperature_on_farmers_willingness_to_adopt_climate_change_mitigation_practices_/189069", "title"=>"Multiple-mediation models examining the direct and indirect effects of perceived change in local climate (water, temperature) on farmers' willingness to adopt climate change mitigation practices.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-26 02:31:09"}
  • {"files"=>["https://ndownloader.figshare.com/files/518742"], "description"=>"<p>Independent variables for perceived change in local climate (i.e. water availability and summer temperature) are based on individual questions, while scales for the mediator and dependent variables are comprised of multiple questions that have a high reliability coefficient (Cronbach's α≥0.70).</p>", "links"=>[], "tags"=>["errors", "coefficients", "variables", "multiple-mediation"], "article_id"=>189238, "categories"=>["Science Policy", "Ecology", "Neuroscience"], "users"=>["Van R. Haden", "Meredith T. Niles", "Mark Lubell", "Joshua Perlman", "Louise E. Jackson"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0052882.t001", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Survey_questions_scales_mean_values_standard_errors_and_reliability_coefficients_Cronbach_s_945_for_variables_used_in_the_multiple_mediation_models_/189238", "title"=>"Survey questions, scales, mean values, standard errors and reliability coefficients (Cronbach's α) for variables used in the multiple-mediation models.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-12-26 02:33:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/280913", "https://ndownloader.figshare.com/files/281084", "https://ndownloader.figshare.com/files/281137", "https://ndownloader.figshare.com/files/281201", "https://ndownloader.figshare.com/files/281270"], "description"=>"<div><p>In response to agriculture's vulnerability and contribution to climate change, many governments are developing initiatives that promote the adoption of mitigation and adaptation practices among farmers. Since most climate policies affecting agriculture rely on voluntary efforts by individual farmers, success requires a sound understanding of the factors that motivate farmers to change practices. Recent evidence suggests that past experience with the effects of climate change and the psychological distance associated with people's concern for global and local impacts can influence environmental behavior. Here we surveyed farmers in a representative rural county in California's Central Valley to examine how their intention to adopt mitigation and adaptation practices is influenced by previous climate experiences and their global and local concerns about climate change. Perceived changes in water availability had significant effects on farmers' intention to adopt mitigation and adaptation strategies, which were mediated through global and local concerns respectively. This suggests that mitigation is largely motivated by psychologically distant concerns and beliefs about climate change, while adaptation is driven by psychologically proximate concerns for local impacts. This match between attitudes and behaviors according to the psychological distance at which they are cognitively construed indicates that policy and outreach initiatives may benefit by framing climate impacts and behavioral goals concordantly; either in a global context for mitigation or a local context for adaptation.</p> </div>", "links"=>[], "tags"=>["attitudes", "beliefs", "farmers", "mitigate"], "article_id"=>115396, "categories"=>["Science Policy", "Ecology", "Neuroscience"], "users"=>["Van R. Haden", "Meredith T. Niles", "Mark Lubell", "Joshua Perlman", "Louise E. Jackson"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0052882.s001", "https://dx.doi.org/10.1371/journal.pone.0052882.s002", "https://dx.doi.org/10.1371/journal.pone.0052882.s003", "https://dx.doi.org/10.1371/journal.pone.0052882.s004", "https://dx.doi.org/10.1371/journal.pone.0052882.s005"], "stats"=>{"downloads"=>51, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Global_and_Local_Concerns_What_Attitudes_and_Beliefs_Motivate_Farmers_to_Mitigate_and_Adapt_to_Climate_Change__/115396", "title"=>"Global and Local Concerns: What Attitudes and Beliefs Motivate Farmers to Mitigate and Adapt to Climate Change?", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2012-12-26 01:29:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/518663"], "description"=>"<p>Values provided are unstandardized <i>b</i> coefficients indicating the strength of the relationship between variables. Solid arrows represent a significant effect between variables in the pathway (P<0.05), while broken arrows indicate no significant effect. Overall R<sup>2</sup> and P values associated with prediction of dependent variables are listed for each model.</p>", "links"=>[], "tags"=>["models", "examining", "indirect", "adaptation"], "article_id"=>189153, "categories"=>["Science Policy", "Ecology", "Neuroscience"], "users"=>["Van R. Haden", "Meredith T. Niles", "Mark Lubell", "Joshua Perlman", "Louise E. Jackson"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0052882.g003", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Multiple_mediation_models_examining_the_direct_and_indirect_effects_of_perceived_change_in_local_climate_water_temperature_on_farmers_willingness_to_adopt_climate_change_adaptation_practices_/189153", "title"=>"Multiple-mediation models examining the direct and indirect effects of perceived change in local climate (water, temperature) on farmers' willingness to adopt climate change adaptation practices.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-26 02:32:33"}

PMC Usage Stats | Further Information

  • {"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"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"18", "full-text"=>"18", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"18", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"18", "full-text"=>"22", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"18", "full-text"=>"26", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"11", "full-text"=>"37", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"12", "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"=>"2"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"22", "full-text"=>"34", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"17", "full-text"=>"18", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"1", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"6", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"2", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"22", "full-text"=>"27", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"4", "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"=>"22", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"10", "full-text"=>"15", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"22", "full-text"=>"28", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"17", "full-text"=>"17", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"19", "full-text"=>"19", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"15", "full-text"=>"19", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"5", "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"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"15", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"6", "full-text"=>"9", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"16", "full-text"=>"8", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"10", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"13", "full-text"=>"17", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"16", "full-text"=>"9", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"19", "full-text"=>"13", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"21", "full-text"=>"17", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"12", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"19", "full-text"=>"14", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"23", "full-text"=>"23", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"17", "full-text"=>"14", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"31", "full-text"=>"33", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"17", "full-text"=>"12", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"22", "full-text"=>"27", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"14", "full-text"=>"13", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"13", "full-text"=>"10", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"23", "full-text"=>"16", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"16", "full-text"=>"11", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"14", "full-text"=>"12", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"15", "full-text"=>"10", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"29", "full-text"=>"25", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"27", "full-text"=>"20", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}

Relative Metric

{"start_date"=>"2012-01-01T00:00:00Z", "end_date"=>"2012-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Agriculture", "average_usage"=>[323, 536, 657, 751, 847, 939, 1032, 1114, 1201, 1279, 1355, 1431, 1516, 1582, 1656, 1719, 1791, 1848, 1919, 2000, 2068, 2127, 2208, 2281, 2359]}, {"subject_area"=>"/Biology and life sciences/Behavior", "average_usage"=>[354, 559, 676, 770, 854, 949, 1040, 1128, 1220, 1295, 1364, 1439, 1511, 1580, 1636, 1693, 1753, 1808, 1882, 1944, 2019, 2070, 2120, 2176, 2247]}, {"subject_area"=>"/Earth sciences", "average_usage"=>[368, 548, 649, 749, 833, 915, 993, 1071, 1153, 1240, 1315, 1388, 1456, 1520, 1597, 1673, 1747, 1826, 1892, 1975, 2036, 2101, 2178, 2256, 2319]}, {"subject_area"=>"/Engineering and technology", "average_usage"=>[308, 500, 607, 700, 782, 876, 957, 1039, 1128, 1214, 1290, 1365, 1431, 1496, 1560, 1634, 1695, 1772, 1839, 1908, 1972, 2043, 2106, 2179, 2246]}, {"subject_area"=>"/People and places/Geographical locations", "average_usage"=>[318, 550, 661, 755, 847, 941, 1034, 1126, 1222, 1320, 1395, 1476, 1573, 1629, 1693, 1751, 1832, 1910, 1975, 2037, 2106, 2172, 2235, 2309, 2388]}]}
Loading … Spinner
There are currently no alerts