{"id":"https://openalex.org/W2212950538","doi":"https://doi.org/10.1177/1059712315611188","title":"To play or not to play? That\u2019s a resource abundance question","display_name":"To play or not to play? That\u2019s a resource abundance question","publication_year":2015,"publication_date":"2015-11-03","ids":{"openalex":"https://openalex.org/W2212950538","doi":"https://doi.org/10.1177/1059712315611188","mag":"2212950538"},"language":"en","primary_location":{"id":"doi:10.1177/1059712315611188","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1059712315611188","pdf_url":null,"source":{"id":"https://openalex.org/S183337005","display_name":"Adaptive Behavior","issn_l":"1059-7123","issn":["1059-7123","1741-2633"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adaptive Behavior","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051636263","display_name":"Jeremy Auerbach","orcid":"https://orcid.org/0000-0003-0061-7943"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Auerbach","raw_affiliation_strings":["Department of Mathematics, University of Tennessee, Knoxville, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Tennessee, Knoxville, Tennessee, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113440595","display_name":"Andrew R. Kanarek","orcid":null},"institutions":[{"id":"https://openalex.org/I122345529","display_name":"National Institute for Mathematical and Biological Synthesis","ror":"https://ror.org/04vj69e88","country_code":"US","type":"facility","lineage":["https://openalex.org/I122345529","https://openalex.org/I1311060795"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew R Kanarek","raw_affiliation_strings":["National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, Tennessee, USA","institution_ids":["https://openalex.org/I122345529","https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051252110","display_name":"Gordon M. Burghardt","orcid":"https://orcid.org/0000-0003-4943-8145"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gordon M Burghardt","raw_affiliation_strings":["Departments of Psychology and Ecology & Evolutionary Biology, University of Tennessee, Knoxville, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Psychology and Ecology & Evolutionary Biology, University of Tennessee, Knoxville, Tennessee, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051252110"],"corresponding_institution_ids":["https://openalex.org/I75027704"],"apc_list":null,"apc_paid":null,"fwci":4.32,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.94660992,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"23","issue":"6","first_page":"354","last_page":"361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10174","display_name":"Animal Behavior and Reproduction","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11118","display_name":"Evolutionary Psychology and Human Behavior","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.7595629096031189},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6243919134140015},{"id":"https://openalex.org/keywords/forage","display_name":"Forage","score":0.6107194423675537},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.586127758026123},{"id":"https://openalex.org/keywords/optimal-foraging-theory","display_name":"Optimal foraging theory","score":0.5591151714324951},{"id":"https://openalex.org/keywords/semelparity-and-iteroparity","display_name":"Semelparity and iteroparity","score":0.5321309566497803},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4964364171028137},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4519079923629761},{"id":"https://openalex.org/keywords/adaptive-behavior","display_name":"Adaptive behavior","score":0.4356667995452881},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.42817479372024536},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.416535884141922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3737345337867737},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35449591279029846},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3185131251811981},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22130563855171204},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2140563428401947},{"id":"https://openalex.org/keywords/reproduction","display_name":"Reproduction","score":0.1589323878288269},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.09722334146499634}],"concepts":[{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.7595629096031189},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6243919134140015},{"id":"https://openalex.org/C2779370140","wikidata":"https://www.wikidata.org/wiki/Q13377214","display_name":"Forage","level":2,"score":0.6107194423675537},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.586127758026123},{"id":"https://openalex.org/C95812059","wikidata":"https://www.wikidata.org/wiki/Q277031","display_name":"Optimal foraging theory","level":3,"score":0.5591151714324951},{"id":"https://openalex.org/C201344424","wikidata":"https://www.wikidata.org/wiki/Q522960","display_name":"Semelparity and iteroparity","level":3,"score":0.5321309566497803},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4964364171028137},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4519079923629761},{"id":"https://openalex.org/C68784500","wikidata":"https://www.wikidata.org/wiki/Q1570691","display_name":"Adaptive behavior","level":2,"score":0.4356667995452881},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.42817479372024536},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.416535884141922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3737345337867737},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35449591279029846},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3185131251811981},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22130563855171204},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2140563428401947},{"id":"https://openalex.org/C59659247","wikidata":"https://www.wikidata.org/wiki/Q11990","display_name":"Reproduction","level":2,"score":0.1589323878288269},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.09722334146499634},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1059712315611188","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1059712315611188","pdf_url":null,"source":{"id":"https://openalex.org/S183337005","display_name":"Adaptive Behavior","issn_l":"1059-7123","issn":["1059-7123","1741-2633"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adaptive Behavior","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310889","display_name":"National Institute for Mathematical and Biological Synthesis","ror":"https://ror.org/04vj69e88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W12583298","https://openalex.org/W120396658","https://openalex.org/W1415442047","https://openalex.org/W1483113211","https://openalex.org/W1574795169","https://openalex.org/W1576811502","https://openalex.org/W1792398554","https://openalex.org/W1960351623","https://openalex.org/W1986490475","https://openalex.org/W2025067721","https://openalex.org/W2029960991","https://openalex.org/W2033186857","https://openalex.org/W2035536194","https://openalex.org/W2063792498","https://openalex.org/W2107111972","https://openalex.org/W2110085431","https://openalex.org/W2139722885","https://openalex.org/W2143797502","https://openalex.org/W2144228882","https://openalex.org/W2195184589","https://openalex.org/W2210932974","https://openalex.org/W2255104670","https://openalex.org/W2313811108","https://openalex.org/W2338947478","https://openalex.org/W2503518758","https://openalex.org/W3152125479","https://openalex.org/W4229535546","https://openalex.org/W4235808493","https://openalex.org/W4237542790"],"related_works":["https://openalex.org/W1978591541","https://openalex.org/W3207525140","https://openalex.org/W1983444316","https://openalex.org/W2315789094","https://openalex.org/W2093276668","https://openalex.org/W2973804033","https://openalex.org/W4248406013","https://openalex.org/W2503827760","https://openalex.org/W88326050","https://openalex.org/W3010307207"],"abstract_inverted_index":{"Although":[0],"play":[1,14,100,125,151,162,170],"occurs":[2,41],"in":[3,104,118,176,197],"a":[4,20,75,78,115,155,173,181],"wide":[5],"variety":[6],"of":[7,10,13,27,56,60,88,120,147,160],"animals,":[8],"models":[9],"the":[11,25,54,86,105,108,137,145,158,198],"origins":[12,159],"behavior":[15,101,126,165,175],"are":[16],"lacking.":[17],"We":[18,153],"propose":[19],"novel":[21],"computational":[22],"model":[23],"exploring":[24],"evolution":[26],"non-social":[28],"frivolous":[29,79],"play.":[30],"Asexually":[31],"reproducing":[32],"semelparous":[33],"animals":[34],"can":[35],"either":[36],"rest":[37],"or":[38],"forage.":[39],"Foraging":[40],"when":[42,166],"an":[43,47],"organism":[44],"is":[45,51,112,127],"below":[46],"energy":[48,83],"threshold.":[49],"Success":[50],"determined":[52],"by":[53,129],"combination":[55],"skill":[57],"and":[58,84,107,136,150],"availability":[59],"resources,":[61],"which":[62],"declines":[63],"over":[64,90],"time":[65,109,138],"but":[66,143,187],"replenishes":[67],"for":[68],"each":[69],"generation.":[70],"Play":[71],"was":[72],"introduced":[73],"as":[74,172],"mutant":[76],"strategy:":[77],"activity":[80],"that":[81,99,177],"uses":[82],"increases":[85],"probability":[87],"dying":[89],"resting":[91],"with":[92],"no":[93],"direct":[94,182],"fitness":[95],"benefit.":[96],"Simulations":[97],"show":[98],"becomes":[102],"fixed":[103],"population":[106,146],"spent":[110],"playing":[111,141,178],"maintained":[113],"at":[114],"low":[116],"rate":[117],"spite":[119],"its":[121],"costly":[122],"nature.":[123],"When":[124],"functional":[128],"increasing":[130],"foraging":[131],"ability,":[132],"it":[133],"evolves":[134],"quickly":[135],"individuals":[139,179,196],"spend":[140],"increases,":[142],"eventually":[144],"players":[148],"collapses":[149],"disappears.":[152],"suggest":[154],"mechanism":[156],"underlying":[157],"adaptive":[161],"from":[163],"non-adaptive":[164],"resources":[167],"expand.":[168],"Initially":[169],"acts":[171],"spiteful":[174],"suffer":[180],"cost":[183],"to":[184,194],"their":[185],"fitness,":[186],"also":[188],"may":[189],"incur":[190],"even":[191],"greater":[192],"costs":[193],"other":[195],"population.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
