{"id":"https://openalex.org/W4388869583","doi":"https://doi.org/10.1111/test.12360","title":"Opting for open\u2010source ? A review of free statistical software programs","display_name":"Opting for open\u2010source ? A review of free statistical software programs","publication_year":2023,"publication_date":"2023-11-20","ids":{"openalex":"https://openalex.org/W4388869583","doi":"https://doi.org/10.1111/test.12360"},"language":"en","primary_location":{"id":"doi:10.1111/test.12360","doi":"https://doi.org/10.1111/test.12360","is_oa":false,"landing_page_url":"https://doi.org/10.1111/test.12360","pdf_url":null,"source":{"id":"https://openalex.org/S57173539","display_name":"Teaching Statistics","issn_l":"0141-982X","issn":["0141-982X","1467-9639"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","erih-plus","jufo-1","norway-1","poland-20","russia-white-list-3"],"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":"Teaching Statistics","raw_type":"journal-article"},"volume":null,"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/A5064544231","display_name":"Melissa A. Shepherd","orcid":"https://orcid.org/0000-0002-2008-0330","observed_orcids":["https://orcid.org/0000-0002-2008-0330"]},"institutions":[{"id":"https://openalex.org/I6066122","display_name":"University of Montevallo","ror":"https://ror.org/01fd8g905","country_code":"US","type":"education","lineage":["https://openalex.org/I6066122"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Melissa A. Shepherd","raw_affiliation_strings":["University of Montevallo, Montevallo, Alabama, USA"],"raw_orcid":"https://orcid.org/0000-0002-2008-0330","affiliations":[{"raw_affiliation_string":"University of Montevallo, Montevallo, Alabama, USA","institution_ids":["https://openalex.org/I6066122"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001032277","display_name":"Elizabeth J. Richardson","orcid":"https://orcid.org/0000-0001-9543-2778","observed_orcids":["https://orcid.org/0000-0001-9543-2778"]},"institutions":[{"id":"https://openalex.org/I6066122","display_name":"University of Montevallo","ror":"https://ror.org/01fd8g905","country_code":"US","type":"education","lineage":["https://openalex.org/I6066122"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth J. Richardson","raw_affiliation_strings":["University of Montevallo, Montevallo, Alabama, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Montevallo, Montevallo, Alabama, USA","institution_ids":["https://openalex.org/I6066122"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064544231"],"corresponding_institution_ids":["https://openalex.org/I6066122"],"apc_list":{"value":2630,"currency":"USD","value_usd":2630},"apc_paid":null,"fwci":2.4367,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91607023,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"46","issue":"1","first_page":"53","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.006200000178068876,"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/T12171","display_name":"Open Education and E-Learning","score":0.003599999938160181,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/free-statistical-software","display_name":"free statistical software","score":0.8970000147819519},{"id":"https://openalex.org/keywords/open-source-software","display_name":"open source software","score":0.9919999837875366},{"id":"https://openalex.org/keywords/r","display_name":"R","score":0.5690000057220459},{"id":"https://openalex.org/keywords/jamovi","display_name":"Jamovi","score":0.9340000152587891},{"id":"https://openalex.org/keywords/jasp","display_name":"JASP","score":0.9959999918937683},{"id":"https://openalex.org/keywords/pspp","display_name":"PSPP","score":0.9679999947547913},{"id":"https://openalex.org/keywords/sofa","display_name":"SOFA","score":0.800000011920929},{"id":"https://openalex.org/keywords/google-sheets","display_name":"Google Sheets","score":0.7179999947547913},{"id":"https://openalex.org/keywords/microsoft-excel","display_name":"Microsoft Excel","score":0.8119999766349792},{"id":"https://openalex.org/keywords/software-selection-criteria","display_name":"software selection criteria","score":0.4690000116825104},{"id":"https://openalex.org/keywords/instructor-resources","display_name":"instructor resources","score":0.5979999899864197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7701138257980347},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.7239977717399597},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.6439048051834106},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5963116884231567},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5668602585792542},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.497943639755249},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4736531972885132},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.460357129573822},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4263530969619751},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3995864987373352},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.376737117767334},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2163580358028412},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17147400975227356},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1307375431060791},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/test.12360","doi":"https://doi.org/10.1111/test.12360","is_oa":false,"landing_page_url":"https://doi.org/10.1111/test.12360","pdf_url":null,"source":{"id":"https://openalex.org/S57173539","display_name":"Teaching Statistics","issn_l":"0141-982X","issn":["0141-982X","1467-9639"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","erih-plus","jufo-1","norway-1","poland-20","russia-white-list-3"],"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":"Teaching Statistics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.75,"id":"https://metadata.un.org/sdg/4"}],"sustainable_development_goals_aurora":[{"display_name":"Quality education","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1493407756","https://openalex.org/W1524616492","https://openalex.org/W2016841981","https://openalex.org/W2107724953","https://openalex.org/W2168149829","https://openalex.org/W2887135138","https://openalex.org/W2912081150","https://openalex.org/W2942328799","https://openalex.org/W2947470726","https://openalex.org/W2972393961","https://openalex.org/W2994177486","https://openalex.org/W2995237091","https://openalex.org/W3010077706","https://openalex.org/W3025766197","https://openalex.org/W3161289306","https://openalex.org/W3176088673"],"related_works":["https://openalex.org/W2000074391","https://openalex.org/W7216722736","https://openalex.org/W6986154493","https://openalex.org/W3131943809","https://openalex.org/W3117812738","https://openalex.org/W7201937951","https://openalex.org/W4386017026","https://openalex.org/W4416541575","https://openalex.org/W3217561572","https://openalex.org/W4411154956"],"abstract_inverted_index":{"Abstract":[0],"Statistical":[1],"software":[2],"is":[3,84,90],"commonly":[4,104],"used":[5],"in":[6,16],"undergraduate":[7],"social":[8],"sciences":[9],"statistics":[10],"courses.":[11],"Due":[12],"to":[13,27,29],"the":[14,20,50,116],"increase":[15],"online/hybrid":[17],"courses":[18],"and":[19,44,80],"cost":[21],"of":[22,54,57,61,65,69,94,118],"SPSS,":[23],"instructors":[24,111],"may":[25],"wish":[26],"switch":[28],"another":[30],"statistical":[31],"software.":[32],"We":[33,46],"cover":[34],"seven":[35],"programs:":[36],"Excel,":[37],"Google":[38],"Sheets,":[39],"jamovi,":[40],"JASP,":[41],"PSPP,":[42],"R,":[43],"SOFA.":[45],"compare":[47],"programs":[48,109],"using":[49],"following":[51],"criteria:":[52],"ease":[53,68],"download,":[55],"quality":[56],"online":[58],"instructions,":[59],"availability":[60],"instructor":[62],"resources,":[63],"sophistication":[64],"analyses":[66],"available,":[67],"use,":[70],"operating":[71],"system":[72],"requirements,":[73],"whether":[74,81],"it":[75],"uses":[76],"point\u2010and\u2010click":[77],"or":[78,106],"code,":[79],"a":[82,91],"VPAT":[83],"available.":[85],"Adopting":[86],"new":[87],"course":[88],"materials":[89],"valuable":[92],"part":[93],"instruction":[95],"but":[96],"time\u2010consuming.":[97],"Therefore,":[98],"this":[99],"review":[100],"provides":[101],"information":[102],"about":[103],"available":[105],"free":[107],"open\u2010source":[108],"so":[110],"can":[112],"choose":[113],"based":[114],"on":[115],"needs":[117],"their":[119],"students":[120],"and/or":[121],"institutions.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2023-11-22T00:00:00"}
