{"id":"https://openalex.org/W7225108802","doi":"https://doi.org/10.1002/asi.70130","title":"Redundant attention fails to replicate as sustained engagement: Information quality in early review cohorts and long\u2010run popularity of books","display_name":"Redundant attention fails to replicate as sustained engagement: Information quality in early review cohorts and long\u2010run popularity of books","publication_year":2026,"publication_date":"2026-11-02","ids":{"openalex":"https://openalex.org/W7225108802","doi":"https://doi.org/10.1002/asi.70130"},"language":"en","primary_location":{"id":"doi:10.1002/asi.70130","doi":"https://doi.org/10.1002/asi.70130","is_oa":true,"landing_page_url":"https://doi.org/10.1002/asi.70130","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/asi.70130","source":{"id":"https://openalex.org/S4210197613","display_name":"Journal of the Association for Information Science and Technology","issn_l":"2330-1635","issn":["2330-1635","2330-1643"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","fnege-4","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Association for Information Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/asi.70130","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064595427","display_name":"Micha\u0142 Krzysztof Kr\u00f3l","orcid":"https://orcid.org/0000-0002-5512-214X","observed_orcids":["https://orcid.org/0000-0002-5512-214X"]},"institutions":[{"id":"https://openalex.org/I36685595","display_name":"Uniwersytet SWPS","ror":"https://ror.org/0407f1r36","country_code":"PL","type":"education","lineage":["https://openalex.org/I36685595"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Micha\u0142 Kr\u00f3l","raw_affiliation_strings":["Department of Psychology SWPS University  Wroc\u0142aw Poland"],"raw_orcid":"https://orcid.org/0000-0002-5512-214X","affiliations":[{"raw_affiliation_string":"Department of Psychology SWPS University  Wroc\u0142aw Poland","institution_ids":["https://openalex.org/I36685595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064595427"],"corresponding_institution_ids":["https://openalex.org/I36685595"],"apc_list":{"value":3310,"currency":"USD","value_usd":3310},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.91652594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9419000148773193,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9419000148773193,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.007499999832361937,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/information-quality","display_name":"information quality","score":0.6589999794960022},{"id":"https://openalex.org/keywords/review-engagements","display_name":"review engagements","score":0.5799999833106995},{"id":"https://openalex.org/keywords/review-volume","display_name":"review volume","score":0.375},{"id":"https://openalex.org/keywords/review-ratings","display_name":"review ratings","score":0.4440000057220459},{"id":"https://openalex.org/keywords/text-sentiment","display_name":"text sentiment","score":0.6259999871253967},{"id":"https://openalex.org/keywords/reviewer-diversity","display_name":"reviewer diversity","score":0.6639999747276306},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"semantic similarity","score":0.7720000147819519},{"id":"https://openalex.org/keywords/book-popularity","display_name":"book popularity","score":0.781000018119812}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6521000266075134},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.6517999768257141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5159000158309937},{"id":"https://openalex.org/C100279451","wikidata":"https://www.wikidata.org/wiki/Q372193","display_name":"Perplexity","level":3,"score":0.511900007724762},{"id":"https://openalex.org/C2779661781","wikidata":"https://www.wikidata.org/wiki/Q374132","display_name":"Blogosphere","level":3,"score":0.5056999921798706},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46630001068115234},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.4381999969482422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42500001192092896},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4214000105857849},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.40139999985694885},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.38350000977516174},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.3736000061035156},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.36570000648498535},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36149999499320984},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.35670000314712524},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.3508000075817108},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3400000035762787},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3382999897003174},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.3179999887943268},{"id":"https://openalex.org/C101721835","wikidata":"https://www.wikidata.org/wiki/Q813908","display_name":"Conditional entropy","level":3,"score":0.3093999922275543},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.2759999930858612},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.25589999556541443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/asi.70130","doi":"https://doi.org/10.1002/asi.70130","is_oa":true,"landing_page_url":"https://doi.org/10.1002/asi.70130","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/asi.70130","source":{"id":"https://openalex.org/S4210197613","display_name":"Journal of the Association for Information Science and Technology","issn_l":"2330-1635","issn":["2330-1635","2330-1643"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","fnege-4","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Association for Information Science and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/asi.70130","doi":"https://doi.org/10.1002/asi.70130","is_oa":true,"landing_page_url":"https://doi.org/10.1002/asi.70130","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/asi.70130","source":{"id":"https://openalex.org/S4210197613","display_name":"Journal of the Association for Information Science and Technology","issn_l":"2330-1635","issn":["2330-1635","2330-1643"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","fnege-4","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Association for Information Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225108802.pdf","grobid_xml":"https://content.openalex.org/works/W7225108802.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1567491469","https://openalex.org/W1992861449","https://openalex.org/W2010844754","https://openalex.org/W2016945820","https://openalex.org/W2063248556","https://openalex.org/W2064062304","https://openalex.org/W2098173428","https://openalex.org/W2099113722","https://openalex.org/W2103063352","https://openalex.org/W2129994723","https://openalex.org/W2141034720","https://openalex.org/W2164777277","https://openalex.org/W2295598076","https://openalex.org/W2606236341","https://openalex.org/W2765792598","https://openalex.org/W3121424256","https://openalex.org/W3122315158","https://openalex.org/W3122952517","https://openalex.org/W3123091093","https://openalex.org/W3141714916","https://openalex.org/W3151441651","https://openalex.org/W3199349428","https://openalex.org/W4282941975","https://openalex.org/W4311694741","https://openalex.org/W4382462089","https://openalex.org/W4387134599","https://openalex.org/W4407183893","https://openalex.org/W4412882459","https://openalex.org/W4416022653","https://openalex.org/W7131897543","https://openalex.org/W7155185045"],"related_works":["https://openalex.org/W7216782059","https://openalex.org/W4414125023","https://openalex.org/W2796213239","https://openalex.org/W3204811421","https://openalex.org/W4413073929","https://openalex.org/W3199349428","https://openalex.org/W7030614503","https://openalex.org/W4316669255","https://openalex.org/W3035002409","https://openalex.org/W3111373067"],"abstract_inverted_index":{"Abstract":[0],"Early":[1],"reviews":[2,40,60,77,93],"on":[3,20,70],"social":[4,51],"reading":[5,52],"platforms":[6],"are":[7],"an":[8,156],"important":[9],"clue":[10],"for":[11],"book":[12,75],"buyers.":[13],"However,":[14],"research":[15],"has":[16],"so":[17],"far":[18],"focused":[19],"their":[21,28],"volume":[22,73,170],"and":[23,74,82,98,171],"average":[24],"rating":[25],"rather":[26],"than":[27],"informational":[29,153],"content.":[30],"To":[31],"address":[32],"this":[33,117],"gap,":[34],"we":[35,114],"scraped":[36],"nearly":[37],"one":[38],"million":[39],"of":[41,59,136,155,164],"25,000":[42],"books":[43],"across":[44],"five":[45],"genres":[46],"from":[47],"lubimyczytac.pl,":[48],"Poland's":[49],"largest":[50],"platform.":[53],"We":[54,144],"modeled":[55],"the":[56,107,124,137,152,162],"long\u2010run":[57],"accumulation":[58],"attracted":[61],"after":[62],"a":[63,110,132],"book's":[64],"30\u2010day":[65],"initial":[66],"launch":[67],"window.":[68],"Conditional":[69],"early":[71,92,157],"review":[72,142,158,169],"characteristics,":[76],"with":[78,94,129],"greater":[79],"semantic":[80],"similarity":[81],"stronger":[83],"solicitation":[84],"cues":[85],"predict":[86,103],"less":[87],"subsequent":[88],"engagement.":[89],"In":[90],"contrast,":[91],"more":[95,99,104],"linguistic":[96],"perplexity":[97],"diverse":[100],"reviewer":[101],"portfolios":[102],"engagement":[105,167],"in":[106],"future.":[108],"Furthermore,":[109],"text":[111],"sentiment":[112],"classifier":[113],"fine\u2010tuned":[115],"to":[116,161],"specific":[118],"domain":[119],"added":[120],"predictive":[121],"signal":[122,139],"beyond":[123,168],"raw":[125],"star":[126],"ratings,":[127],"consistent":[128],"ratings":[130],"being":[131],"coarsely":[133],"discretized":[134],"projection":[135],"evaluative":[138],"carried":[140],"by":[141],"text.":[143],"frame":[145],"these":[146],"results":[147],"within":[148],"information":[149],"quality":[150],"theory:":[151],"profile":[154],"cohort":[159],"contributes":[160],"prediction":[163],"sustained":[165],"platform":[166],"rating.":[172]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-11-03T00:00:00"}
