{"id":"https://openalex.org/W3122654961","doi":"https://doi.org/10.32614/rj-2021-004","title":"Six Years of Shiny in Research - Collaborative Development of Web Tools in R","display_name":"Six Years of Shiny in Research - Collaborative Development of Web Tools in R","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3122654961","doi":"https://doi.org/10.32614/rj-2021-004","mag":"3122654961"},"language":"en","primary_location":{"id":"doi:10.32614/rj-2021-004","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2021-004","pdf_url":null,"source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.32614/rj-2021-004","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077496091","display_name":"Peter Kasprzak","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Peter Kasprzak","raw_affiliation_strings":["University of Adelaide"],"affiliations":[{"raw_affiliation_string":"University of Adelaide","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046889922","display_name":"Lachlan Mitchell","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lachlan Mitchell","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068625182","display_name":"Olena Kravchuk","orcid":"https://orcid.org/0000-0001-5291-3600"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Olena Kravchuk","raw_affiliation_strings":["University of Adelaide"],"affiliations":[{"raw_affiliation_string":"University of Adelaide","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063029866","display_name":"Andy Timmins","orcid":"https://orcid.org/0000-0001-5266-056X"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andy Timmins","raw_affiliation_strings":["University of Adelaide"],"affiliations":[{"raw_affiliation_string":"University of Adelaide","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077496091"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":0.1372,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59036523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"12","issue":"2","first_page":"155","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9325000047683716,"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/T13398","display_name":"Data Analysis with R","score":0.9325000047683716,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9269000291824341,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6249679327011108},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5555433034896851},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5431420803070068},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47986477613449097},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37865450978279114},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08676230907440186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6249679327011108},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5555433034896851},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5431420803070068},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47986477613449097},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37865450978279114},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08676230907440186},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.32614/rj-2021-004","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2021-004","pdf_url":null,"source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2101.10948","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2101.10948","pdf_url":"https://arxiv.org/pdf/2101.10948","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3122654961","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2101.10948.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:digitalcommons.unl.edu:r-journal-1131","is_oa":true,"landing_page_url":"https://digitalcommons.unl.edu/r-journal/144","pdf_url":null,"source":{"id":"https://openalex.org/S4306513441","display_name":"Insecta mundi","issn_l":"0749-6737","issn":["0749-6737","1942-1354","1942-1362"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310316217","host_organization_name":"Center for Systematic Entomology","host_organization_lineage":["https://openalex.org/P4310316217"],"host_organization_lineage_names":["Center for Systematic Entomology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The R Journal","raw_type":"text"},{"id":"doi:10.48550/arxiv.2101.10948","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2101.10948","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.32614/rj-2021-004","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2021-004","pdf_url":null,"source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W20506972","https://openalex.org/W152788905","https://openalex.org/W193056831","https://openalex.org/W1553711905","https://openalex.org/W1611569621","https://openalex.org/W1993617475","https://openalex.org/W2003682396","https://openalex.org/W2112058982","https://openalex.org/W2124685998","https://openalex.org/W2125250128","https://openalex.org/W2169420607","https://openalex.org/W2289035967","https://openalex.org/W2406493898","https://openalex.org/W2555963176","https://openalex.org/W2557007068","https://openalex.org/W2570760970","https://openalex.org/W2596156115","https://openalex.org/W2607037675","https://openalex.org/W2744269977","https://openalex.org/W2748378984","https://openalex.org/W2750935004","https://openalex.org/W2752235345","https://openalex.org/W2757236756","https://openalex.org/W2767755637","https://openalex.org/W2783128377","https://openalex.org/W2790857455","https://openalex.org/W2791427055","https://openalex.org/W2796119125","https://openalex.org/W2808484886","https://openalex.org/W2887752746","https://openalex.org/W2898221353","https://openalex.org/W2898876344","https://openalex.org/W2898917673","https://openalex.org/W2900263435","https://openalex.org/W2900716557","https://openalex.org/W2903808414","https://openalex.org/W2924543184","https://openalex.org/W2950395539","https://openalex.org/W3101067455"],"related_works":["https://openalex.org/W1578672665","https://openalex.org/W2752920753","https://openalex.org/W2204962184","https://openalex.org/W2474357981","https://openalex.org/W3037473980","https://openalex.org/W1974958360","https://openalex.org/W2556199073","https://openalex.org/W1966072194","https://openalex.org/W2969556982","https://openalex.org/W2884718919","https://openalex.org/W2260281677","https://openalex.org/W2187122485","https://openalex.org/W2278340973","https://openalex.org/W2613073334","https://openalex.org/W2148154959","https://openalex.org/W150379097","https://openalex.org/W1589244292","https://openalex.org/W2908291517","https://openalex.org/W2913686060","https://openalex.org/W2915040064"],"abstract_inverted_index":{"The":[0,104],"use":[1,72],"of":[2,12,40,73,78,84,96],"Shiny":[3,41,69,128],"in":[4,27,121,133,142],"research":[5,30,67,148],"publications":[6],"is":[7,43],"investigated.":[8],"From":[9],"the":[10,38,46,58,65,71,82,88,117],"appearance":[11],"this":[13,150],"popular":[14],"web":[15],"application":[16],"framework":[17],"for":[18,54,76,87,119],"R":[19],"through":[20,149],"to":[21,98],"2018,":[22],"it":[23,33],"has":[24],"been":[25],"utilised":[26],"many":[28],"diverse":[29,94],"areas.":[31],"While":[32],"can":[34,111],"be":[35,112],"shown":[36],"that":[37,108,127],"complexity":[39],"applications":[42],"limited":[44],"by":[45],"background":[47],"architecture,":[48],"and":[49,140],"real":[50],"security":[51],"concerns":[52],"exist":[53],"novice":[55],"app":[56],"developers,":[57],"collaborative":[59],"benefits":[60,132],"are":[61],"worth":[62],"attention":[63],"from":[64],"wider":[66],"community.":[68],"simplifies":[70],"complex":[74,109],"methodologies":[75,110],"users":[77,97],"different":[79],"specialities,":[80],"at":[81],"level":[83],"proficiency":[85],"appropriate":[86],"end":[89],"user.":[90],"This":[91],"enables":[92],"a":[93],"community":[95],"interact":[99],"efficiently,":[100],"utilising":[101],"cutting-edge":[102],"methodologies.":[103],"literature":[105],"reviewed":[106],"demonstrates":[107],"put":[113],"into":[114],"practice":[115],"without":[116],"necessity":[118],"investment":[120],"professional":[122],"training.":[123],"It":[124],"would":[125],"appear":[126],"opens":[129],"up":[130],"concurrent":[131],"communication":[134],"between":[135],"those":[136,141],"who":[137],"analyse":[138],"data":[139],"other":[143],"disciplines,":[144],"thereby":[145],"potentially":[146],"enriching":[147],"technology.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
