{"id":"https://openalex.org/W3124344454","doi":"https://doi.org/10.1007/s10796-021-10109-9","title":"Measuring the Big Data Readiness of Developing Countries \u2013 Index Development and its Application to Africa","display_name":"Measuring the Big Data Readiness of Developing Countries \u2013 Index Development and its Application to Africa","publication_year":2021,"publication_date":"2021-01-20","ids":{"openalex":"https://openalex.org/W3124344454","doi":"https://doi.org/10.1007/s10796-021-10109-9","mag":"3124344454"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-021-10109-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-021-10109-9","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","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/A5087915138","display_name":"Anke Joubert","orcid":null},"institutions":[{"id":"https://openalex.org/I94271068","display_name":"ESCP Business School","ror":"https://ror.org/01r8xsy94","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210149577","https://openalex.org/I94271068"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anke Joubert","raw_affiliation_strings":["ESCP Business School, Heubnerweg 8-10, 14059, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESCP Business School, Heubnerweg 8-10, 14059, Berlin, Germany","institution_ids":["https://openalex.org/I94271068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054705335","display_name":"Matthias Murawski","orcid":null},"institutions":[{"id":"https://openalex.org/I94271068","display_name":"ESCP Business School","ror":"https://ror.org/01r8xsy94","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210149577","https://openalex.org/I94271068"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Murawski","raw_affiliation_strings":["ESCP Business School, Heubnerweg 8-10, 14059, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2250-0690","affiliations":[{"raw_affiliation_string":"ESCP Business School, Heubnerweg 8-10, 14059, Berlin, Germany","institution_ids":["https://openalex.org/I94271068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032668797","display_name":"Markus Bick","orcid":"https://orcid.org/0000-0002-9521-4436"},"institutions":[{"id":"https://openalex.org/I94271068","display_name":"ESCP Business School","ror":"https://ror.org/01r8xsy94","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210149577","https://openalex.org/I94271068"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Bick","raw_affiliation_strings":["ESCP Business School, Heubnerweg 8-10, 14059, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESCP Business School, Heubnerweg 8-10, 14059, Berlin, Germany","institution_ids":["https://openalex.org/I94271068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":6.1231,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96406478,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"25","issue":"1","first_page":"327","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/big-data","display_name":"Big data","score":0.8701087236404419},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7367000579833984},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.7283703088760376},{"id":"https://openalex.org/keywords/developing-country","display_name":"Developing country","score":0.6325377821922302},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43117713928222656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4177256226539612},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3673897385597229},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3426467180252075},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.3201214373111725},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16779875755310059},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13314774632453918},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08495703339576721},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08115777373313904}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8701087236404419},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7367000579833984},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.7283703088760376},{"id":"https://openalex.org/C83864248","wikidata":"https://www.wikidata.org/wiki/Q177323","display_name":"Developing country","level":2,"score":0.6325377821922302},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43117713928222656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4177256226539612},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3673897385597229},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3426467180252075},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.3201214373111725},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16779875755310059},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13314774632453918},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08495703339576721},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08115777373313904},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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":2,"locations":[{"id":"doi:10.1007/s10796-021-10109-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-021-10109-9","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:25:y:2023:i:1:d:10.1007_s10796-021-10109-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-021-10109-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W235499762","https://openalex.org/W605135440","https://openalex.org/W643964541","https://openalex.org/W1494137514","https://openalex.org/W1531212352","https://openalex.org/W1538532570","https://openalex.org/W1563358119","https://openalex.org/W1563507381","https://openalex.org/W1571362062","https://openalex.org/W1593341283","https://openalex.org/W1847642921","https://openalex.org/W1924582544","https://openalex.org/W1949892024","https://openalex.org/W1972168896","https://openalex.org/W1972885545","https://openalex.org/W2014614456","https://openalex.org/W2021914872","https://openalex.org/W2028141008","https://openalex.org/W2030397439","https://openalex.org/W2033160728","https://openalex.org/W2037744768","https://openalex.org/W2040201236","https://openalex.org/W2081330692","https://openalex.org/W2092420848","https://openalex.org/W2095178814","https://openalex.org/W2099307350","https://openalex.org/W2099560723","https://openalex.org/W2120234241","https://openalex.org/W2136451344","https://openalex.org/W2141975087","https://openalex.org/W2144424167","https://openalex.org/W2155595349","https://openalex.org/W2156394960","https://openalex.org/W2158044688","https://openalex.org/W2160327429","https://openalex.org/W2171742552","https://openalex.org/W2186753640","https://openalex.org/W2189272057","https://openalex.org/W2193121729","https://openalex.org/W2283740199","https://openalex.org/W2311045093","https://openalex.org/W2317216590","https://openalex.org/W2320511237","https://openalex.org/W2337653132","https://openalex.org/W2341273985","https://openalex.org/W2487200295","https://openalex.org/W2503887796","https://openalex.org/W2505786633","https://openalex.org/W2513123313","https://openalex.org/W2514571682","https://openalex.org/W2516388568","https://openalex.org/W2526085503","https://openalex.org/W2526737020","https://openalex.org/W2544685225","https://openalex.org/W2554604598","https://openalex.org/W2563825425","https://openalex.org/W2567328750","https://openalex.org/W2574134800","https://openalex.org/W2581132130","https://openalex.org/W2734236865","https://openalex.org/W2750126764","https://openalex.org/W2797865216","https://openalex.org/W2800960276","https://openalex.org/W2802085705","https://openalex.org/W2802566692","https://openalex.org/W2804274048","https://openalex.org/W2806383613","https://openalex.org/W2842226229","https://openalex.org/W2899017743","https://openalex.org/W2916945671","https://openalex.org/W2940520932","https://openalex.org/W2944751875","https://openalex.org/W2986968371","https://openalex.org/W3009452520","https://openalex.org/W3108993470","https://openalex.org/W3122677125","https://openalex.org/W3123115705","https://openalex.org/W3123972834","https://openalex.org/W3151685851","https://openalex.org/W3161213294","https://openalex.org/W4211113862","https://openalex.org/W4240899946","https://openalex.org/W4298140396","https://openalex.org/W4302330208","https://openalex.org/W6602586656","https://openalex.org/W6630554530","https://openalex.org/W6634045156","https://openalex.org/W6638969973","https://openalex.org/W6744328673","https://openalex.org/W6750410992"],"related_works":["https://openalex.org/W1496222301","https://openalex.org/W3207760230","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703","https://openalex.org/W41015297","https://openalex.org/W4280645561"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}