{"id":"https://openalex.org/W2008155851","doi":"https://doi.org/10.1108/14684521111128032","title":"Analysis of the macro\u2010level discourse structure of literature reviews","display_name":"Analysis of the macro\u2010level discourse structure of literature reviews","publication_year":2011,"publication_date":"2011-04-09","ids":{"openalex":"https://openalex.org/W2008155851","doi":"https://doi.org/10.1108/14684521111128032","mag":"2008155851"},"language":"en","primary_location":{"id":"doi:10.1108/14684521111128032","is_oa":false,"landing_page_url":"https://doi.org/10.1108/14684521111128032","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Online Information Review","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/A5075257716","display_name":"Christopher S. G. Khoo","orcid":"https://orcid.org/0000-0002-8072-1072"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Christopher S.G. Khoo","raw_affiliation_strings":["Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore","Wee Kim Wee School of Communication and Information, Nanyang Technological University , Singapore "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Wee Kim Wee School of Communication and Information, Nanyang Technological University , Singapore ","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032220498","display_name":"Jin\u2010Cheon Na","orcid":"https://orcid.org/0000-0002-2211-9382"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jin\u2010Cheon Na","raw_affiliation_strings":["Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore","Wee Kim Wee School of Communication and Information, Nanyang Technological University , Singapore "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Wee Kim Wee School of Communication and Information, Nanyang Technological University , Singapore ","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079154791","display_name":"Kokil Jaidka","orcid":"https://orcid.org/0000-0002-8127-1157"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kokil Jaidka","raw_affiliation_strings":["Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore","Wee Kim Wee School of Communication and Information, Nanyang Technological University , Singapore "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Wee Kim Wee School of Communication and Information, Nanyang Technological University , Singapore ","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":3.8824,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.93522197,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"35","issue":"2","first_page":"255","last_page":"271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10260","display_name":"Software Engineering Research","score":0.9901000261306763,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.984499990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.6732760071754456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6350916028022766},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6342529058456421},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.6014373898506165},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.5234543681144714},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47740450501441956},{"id":"https://openalex.org/keywords/rhetorical-question","display_name":"Rhetorical question","score":0.4413908123970032},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4331434667110443},{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.42207980155944824},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.42083877325057983},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.41963380575180054},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3702412247657776},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.29842668771743774},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.27063003182411194},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.20321327447891235},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.14773738384246826}],"concepts":[{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.6732760071754456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6350916028022766},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6342529058456421},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.6014373898506165},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.5234543681144714},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47740450501441956},{"id":"https://openalex.org/C192562157","wikidata":"https://www.wikidata.org/wiki/Q316694","display_name":"Rhetorical question","level":2,"score":0.4413908123970032},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4331434667110443},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.42207980155944824},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.42083877325057983},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.41963380575180054},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3702412247657776},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.29842668771743774},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.27063003182411194},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.20321327447891235},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.14773738384246826},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/14684521111128032","is_oa":false,"landing_page_url":"https://doi.org/10.1108/14684521111128032","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Online Information Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W202113353","https://openalex.org/W1597655096","https://openalex.org/W1977895267","https://openalex.org/W1996250712","https://openalex.org/W1996489109","https://openalex.org/W2009103204","https://openalex.org/W2012561700","https://openalex.org/W2017440191","https://openalex.org/W2033494546","https://openalex.org/W2053069639","https://openalex.org/W2053154970","https://openalex.org/W2066733899","https://openalex.org/W2085230034","https://openalex.org/W2115649012","https://openalex.org/W2121854318","https://openalex.org/W2164777277","https://openalex.org/W2793363407","https://openalex.org/W2889177994","https://openalex.org/W4234995151","https://openalex.org/W6783155900"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W2971607348","https://openalex.org/W3184182918","https://openalex.org/W3154271163","https://openalex.org/W1955500077","https://openalex.org/W2407657815"],"abstract_inverted_index":{"Purpose":[0],"The":[1,174,182,207,219],"purpose":[2],"of":[3,13,27,37,45,60,83,90,94,145,162,170,193,210,213,228],"this":[4],"study":[5,53],"is":[6,54,177,185],"to":[7,23,63,68,78,98,232],"analyze":[8],"the":[9,58,80,88,189],"macro\u2010level":[10,190],"discourse":[11,117,191,234],"structure":[12,169,192],"literature":[14,28,49,70,84,107,120,140,194,202,214,229,241],"reviews":[15,71,108,121,141,203,230],"found":[16,105],"in":[17,57,111,204,240],"information":[18,128],"science":[19],"journal":[20],"papers,":[21],"and":[22,125,137,152,164,172,196,236,243],"identify":[24,233],"different":[25,116],"styles":[26,212],"review":[29,215],"writing.":[30],"Although":[31],"there":[32,40],"have":[33,165,221],"been":[34],"several":[35],"studies":[36,44,227],"human":[38],"abstracting,":[39],"are":[41,109,217],"hardly":[42],"any":[43],"how":[46],"authors":[47],"construct":[48],"reviews.":[50],"Design/methodology/approach":[51],"This":[52],"carried":[55],"out":[56],"context":[59],"a":[61,65,166,223],"project":[62],"develop":[64],"summarization":[66],"system":[67],"generate":[69],"automatically.":[72],"A":[73],"coding":[74,183],"scheme":[75,184],"was":[76,104],"developed":[77],"annotate":[79],"high\u2010level":[81],"organization":[82],"reviews,":[85,195,242],"focusing":[86],"on":[87,129,150],"types":[89],"information.":[91],"Two":[92],"sets":[93],"annotations":[95],"were":[96],"used":[97,199],"check":[99],"inter\u2010coder":[100],"reliability.":[101],"Findings":[102],"It":[103],"that":[106],"written":[110],"two":[112,211],"distinctive":[113],"styles,":[114],"with":[115],"structures.":[118],"Descriptive":[119],"summarize":[122],"individual":[123,146],"papers/studies":[124],"provide":[126,142,159],"more":[127,167,179],"each":[130],"study,":[131],"such":[132],"as":[133],"research":[134],"methods,":[135],"results":[136,153,220],"interpretation.":[138],"Integrative":[139],"fewer":[143],"details":[144],"papers/studies,":[147],"but":[148],"focus":[149],"ideas":[151],"extracted":[154],"from":[155],"these":[156],"papers.":[157],"They":[158],"critical":[160],"summaries":[161],"topics,":[163],"complex":[168],"topics":[171],"sub\u2010topics.":[173],"reviewer's":[175],"voice":[176],"also":[178],"dominant.":[180],"Originality/value":[181],"useful":[186],"for":[187,200,225],"annotating":[188],"can":[197],"be":[198],"studying":[201],"other":[205],"fields.":[206],"basic":[208],"characteristics":[209],"writing":[216],"identified.":[218],"provided":[222],"foundation":[224],"further":[226],"\u2013":[231],"relations":[235],"rhetorical":[237],"functions":[238],"employed":[239],"their":[244],"linguistic":[245],"expressions.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
