{"id":"https://openalex.org/W2884836809","doi":"https://doi.org/10.5821/dissertation-2117-118783","title":"CHROMA model for the information-driven decision-making process","display_name":"CHROMA model for the information-driven decision-making process","publication_year":2018,"publication_date":"2018-05-10","ids":{"openalex":"https://openalex.org/W2884836809","doi":"https://doi.org/10.5821/dissertation-2117-118783","mag":"2884836809"},"language":"en","primary_location":{"id":"doi:10.5821/dissertation-2117-118783","doi":"https://doi.org/10.5821/dissertation-2117-118783","is_oa":true,"landing_page_url":"https://doi.org/10.5821/dissertation-2117-118783","pdf_url":"https://upcommons.upc.edu/bitstream/2117/118783/1/TXMPV1de1.pdf","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universitat Polit\u00e8cnica de Catalunya","raw_type":"dissertation"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstream/2117/118783/1/TXMPV1de1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019030040","display_name":"Xileidys Parra","orcid":"https://orcid.org/0000-0002-0058-9674","observed_orcids":["https://orcid.org/0000-0002-0058-9674"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xileidys Parra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5019030040"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9922000169754028,"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":0.9922000169754028,"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/T11572","display_name":"Information Technology Governance and Strategy","score":0.004699999932199717,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.0013000000035390258,"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/decision-making","display_name":"decision-making","score":0.6380000114440918},{"id":"https://openalex.org/keywords/maturity-model","display_name":"maturity model","score":0.6650000214576721},{"id":"https://openalex.org/keywords/data-driven-decision-making","display_name":"data-driven decision making","score":0.6669999957084656},{"id":"https://openalex.org/keywords/data-quality","display_name":"data quality","score":0.5899999737739563},{"id":"https://openalex.org/keywords/data-availability","display_name":"data availability","score":0.8679999709129333},{"id":"https://openalex.org/keywords/information-use","display_name":"information use","score":0.8840000033378601},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"small and medium-sized enterprises","score":0.8840000033378601},{"id":"https://openalex.org/keywords/family-business","display_name":"family business","score":0.7360000014305115},{"id":"https://openalex.org/keywords/organizational-maturity-assessment","display_name":"organizational maturity assessment","score":0.5709999799728394},{"id":"https://openalex.org/keywords/data-analytics-adoption","display_name":"data analytics adoption","score":0.5519999861717224},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.31200000643730164},{"id":"https://openalex.org/keywords/change-management","display_name":"change management","score":0.3059999942779541}],"concepts":[{"id":"https://openalex.org/C85890633","wikidata":"https://www.wikidata.org/wiki/Q929673","display_name":"Capability Maturity Model","level":3,"score":0.5926283597946167},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.586529552936554},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5776523947715759},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5465937256813049},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5202870965003967},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.506902277469635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5039300322532654},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4474947154521942},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4464617371559143},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3519013524055481},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.28035658597946167},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.17579081654548645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10322120785713196},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.5821/dissertation-2117-118783","doi":"https://doi.org/10.5821/dissertation-2117-118783","is_oa":true,"landing_page_url":"https://doi.org/10.5821/dissertation-2117-118783","pdf_url":"https://upcommons.upc.edu/bitstream/2117/118783/1/TXMPV1de1.pdf","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universitat Polit\u00e8cnica de Catalunya","raw_type":"dissertation"},{"id":"pmh:oai:dnet:tdr_________::8732900ccdcf20c9dca82e72f9aa4d43","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10803/586065","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TDX (Tesis Doctorals en Xarxa)","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:upcommons.upc.edu:2117/118783","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/118783","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TDX (Tesis Doctorals en Xarxa)","raw_type":"Doctoral thesis"},{"id":"pmh:oai:dnet:upcommonspor::4f6efc21d4bbafd6dee93a4e31e811fa","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/118783","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"TDX (Tesis Doctorals en Xarxa)","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:www.tdx.cat:10803/586065","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10803/586065","pdf_url":null,"source":{"id":"https://openalex.org/S4306401111","display_name":"Tesis Doctorals en Xarxa (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"TDX (Tesis Doctorals en Xarxa)","raw_type":"info:eu-repo/semantics/doctoralThesis"}],"best_oa_location":{"id":"doi:10.5821/dissertation-2117-118783","doi":"https://doi.org/10.5821/dissertation-2117-118783","is_oa":true,"landing_page_url":"https://doi.org/10.5821/dissertation-2117-118783","pdf_url":"https://upcommons.upc.edu/bitstream/2117/118783/1/TXMPV1de1.pdf","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universitat Polit\u00e8cnica de Catalunya","raw_type":"dissertation"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2884836809.pdf","grobid_xml":"https://content.openalex.org/works/W2884836809.grobid-xml"},"referenced_works_count":147,"referenced_works":["https://openalex.org/W3491154","https://openalex.org/W33891176","https://openalex.org/W52319684","https://openalex.org/W54419641","https://openalex.org/W54430691","https://openalex.org/W63955782","https://openalex.org/W73044476","https://openalex.org/W79614401","https://openalex.org/W95733816","https://openalex.org/W114869232","https://openalex.org/W124832240","https://openalex.org/W150775819","https://openalex.org/W169367866","https://openalex.org/W181163487","https://openalex.org/W182979018","https://openalex.org/W183832848","https://openalex.org/W184145230","https://openalex.org/W264414541","https://openalex.org/W312503368","https://openalex.org/W340080729","https://openalex.org/W571110082","https://openalex.org/W575700761","https://openalex.org/W628136672","https://openalex.org/W1481639708","https://openalex.org/W1487557448","https://openalex.org/W1493334511","https://openalex.org/W1494137514","https://openalex.org/W1499844954","https://openalex.org/W1500916833","https://openalex.org/W1502985520","https://openalex.org/W1527944521","https://openalex.org/W1557127976","https://openalex.org/W1567491469","https://openalex.org/W1569447401","https://openalex.org/W1594053439","https://openalex.org/W1595575180","https://openalex.org/W1603767029","https://openalex.org/W1657646951","https://openalex.org/W1900484330","https://openalex.org/W1921302649","https://openalex.org/W1959816672","https://openalex.org/W1965102537","https://openalex.org/W1966966828","https://openalex.org/W1971167516","https://openalex.org/W1975884197","https://openalex.org/W1978865199","https://openalex.org/W1984180856","https://openalex.org/W1990325703","https://openalex.org/W1990921190","https://openalex.org/W1992825530","https://openalex.org/W1994969572","https://openalex.org/W1995921382","https://openalex.org/W1996654773","https://openalex.org/W1998751678","https://openalex.org/W2001110759","https://openalex.org/W2001763798","https://openalex.org/W2003304440","https://openalex.org/W2003934805","https://openalex.org/W2004291985","https://openalex.org/W2005261142","https://openalex.org/W2013071937","https://openalex.org/W2015079654","https://openalex.org/W2016994061","https://openalex.org/W2019880039","https://openalex.org/W2022738881","https://openalex.org/W2022848766","https://openalex.org/W2031247304","https://openalex.org/W2033640589","https://openalex.org/W2034867748","https://openalex.org/W2034960640","https://openalex.org/W2038281539","https://openalex.org/W2043947187","https://openalex.org/W2050103863","https://openalex.org/W2065753378","https://openalex.org/W2068540835","https://openalex.org/W2069433961","https://openalex.org/W2070640624","https://openalex.org/W2071757226","https://openalex.org/W2074187959","https://openalex.org/W2080138402","https://openalex.org/W2085542512","https://openalex.org/W2087596448","https://openalex.org/W2087916415","https://openalex.org/W2090989835","https://openalex.org/W2093519970","https://openalex.org/W2093705991","https://openalex.org/W2104426264","https://openalex.org/W2113690011","https://openalex.org/W2117366235","https://openalex.org/W2131406982","https://openalex.org/W2133340757","https://openalex.org/W2136127902","https://openalex.org/W2138752966","https://openalex.org/W2138980717","https://openalex.org/W2141975087","https://openalex.org/W2144903574","https://openalex.org/W2148962857","https://openalex.org/W2151580670","https://openalex.org/W2152304295","https://openalex.org/W2153028052","https://openalex.org/W2155983484","https://openalex.org/W2156944145","https://openalex.org/W2164324358","https://openalex.org/W2187485860","https://openalex.org/W2265403032","https://openalex.org/W2268091444","https://openalex.org/W2271703410","https://openalex.org/W2274001847","https://openalex.org/W2287428370","https://openalex.org/W2290483478","https://openalex.org/W2295688739","https://openalex.org/W2316329570","https://openalex.org/W2318214865","https://openalex.org/W2338254764","https://openalex.org/W2403486678","https://openalex.org/W2416029399","https://openalex.org/W2473432990","https://openalex.org/W2497739385","https://openalex.org/W2499056889","https://openalex.org/W2564558290","https://openalex.org/W2574134800","https://openalex.org/W2594639746","https://openalex.org/W2605654709","https://openalex.org/W2738014441","https://openalex.org/W2750814140","https://openalex.org/W2917529955","https://openalex.org/W2952697219","https://openalex.org/W2998778915","https://openalex.org/W3011865677","https://openalex.org/W3015812362","https://openalex.org/W3205319640","https://openalex.org/W3216315150","https://openalex.org/W4212848460","https://openalex.org/W4230298561","https://openalex.org/W4234916144","https://openalex.org/W4242016886","https://openalex.org/W4244370835","https://openalex.org/W4245455988","https://openalex.org/W4255861731","https://openalex.org/W4301424608","https://openalex.org/W4302595044","https://openalex.org/W4376544215","https://openalex.org/W6693353338","https://openalex.org/W6772507148","https://openalex.org/W6941424440","https://openalex.org/W7075341422","https://openalex.org/W7161284788"],"related_works":["https://openalex.org/W2605654709","https://openalex.org/W2921835732","https://openalex.org/W4214485108","https://openalex.org/W2594639746","https://openalex.org/W2917373665","https://openalex.org/W7052974866","https://openalex.org/W6941256860","https://openalex.org/W7057849892","https://openalex.org/W7120877706","https://openalex.org/W4206790167"],"abstract_inverted_index":{"The":[0,431],"strong,":[1],"progressive":[2],"interaction":[3],"between":[4,46],"decision-making":[5],"processes":[6],"(DMP)":[7,564],"and":[8,37,49,114,139,145,169,184,191,203,210,240,262,278,326,333,425,451,459,462,507,513,520,546],"information":[9,238,294,420,509],"technologies":[10],"has":[11],"led":[12],"to":[13,53,70,89,106,120,175,182,206,272,288,301,385,412,428,482,487,492,516,533,761],"breakthroughs":[14],"in":[15,31,62,84,275,281,286,295,342,347,354,402,473],"how":[16],"business":[17,38],"is":[18,42,65,104,131,180,453,463],"conducted.":[19],"These":[20,496],"developments":[21],"represent":[22],"the":[23,54,57,73,93,110,134,147,159,196,201,217,243,290,327,331,336,358,366,369,373,376,380,386,393,410,440,471,474,544,549],"advent":[24],"of":[25,33,59,82,95,112,136,149,163,293,312,330,335,368,379,404,409,522,548,752],"significant":[26,401],"trends":[27],"for":[28,92,143,504],"data-driven":[29],"DMP":[30,176,600,740,762,895],"terms":[32,403],"increased":[34],"competitive":[35],"advantages":[36],"opportunities.":[39],"However,":[40],"there":[41],"still":[43],"a":[44,80,141,189,267,302,313,322,343,406,511,527,540,573,631,652,694,782,801,904,923,976,990,997,1046,1097,1145,1170,1173],"gap":[45],"technological":[47,202],"capabilities":[48],"organizational":[50],"needs":[51],"due":[52],"fact":[55],"that":[56,87,130,194,220,315,390,478,499,530,537],"adoption":[58],"technology":[60],"solutions":[61],"many":[63],"companies":[64,532],"faster":[66],"than":[67],"their":[68,153,417,426,489,494],"capacity":[69],"adapt":[71],"at":[72,200,466],"managerial":[74],"level.":[75],"Balancing":[76],"this":[77,157,215,284,307],"situation":[78],"implies":[79],"process":[81],"self-recognition":[83],"which":[85,179,351,413],"aspects":[86,199],"need":[88],"be":[90,100,273],"addressed":[91],"application":[94,310,367],"better":[96,211],"analytical":[97],"practices":[98],"must":[99],"highlighted.":[101],"Such":[102],"evaluation":[103,128,329],"necessary":[105],"embrace":[107],"more":[108,208],"rigorously":[109],"use":[111,292],"data":[113,230,232,234,423,436,446,491],"analytics":[115],"insights":[116],"within":[117],"organizations":[118,414,480],"attempting":[119],"become":[121],"information-driven":[122,154],"companies.":[123],"This":[124,395],"thesis":[125],"presents":[126],"an":[127,276,298],"methodology":[129,314],"based":[132],"on":[133,456,543],"foundations":[135],"maturity":[137],"models":[138,339,501],"provides":[140],"framework":[142],"assessing":[144],"ranking":[146],"level":[148,205],"organizations'":[150],"proficiency":[151,260],"regarding":[152],"DMP.":[155],"In":[156,214,306,357,372],"vein,":[158],"\u201cCircumplex":[160,749],"Hierarchical":[161,750],"Representation":[162,751],"Organization":[164],"Maturity":[165],"Assessment\u201d":[166,754],"(CHROMA)":[167,755],"model":[168,245,382],"its":[170,247,263,309],"variant,":[171],"\u201cSimplified":[172],"Holistic":[173],"Approach":[174,760],"Evaluation\u201d":[177,763],"(SHADE),":[178],"applied":[181,274,384],"small":[183],"medium-sized":[185],"enterprises":[186],"(SMEs),":[187],"provide":[188],"novel":[190],"holistic":[192],"approach":[193],"embraces":[195],"most":[197],"relevant":[198,506],"management":[204,458],"make":[207],"objective":[209],"supported":[212],"decisions.":[213,495],"respect,":[216],"key":[218,318],"factors":[219],"influence":[221],"making":[222],"better-informed":[223],"decisions":[224,418],"are":[225,415,439,502],"grouped":[226],"into":[227,253,258],"5":[228,254,259,820,853,857],"dimensions:":[229],"availability,":[231],"quality,":[233],"analysis":[235,424,447],"&":[236],"insights,":[237,832],"use,":[239],"decision-making.":[241],"Both":[242,338],"CHROMA":[244,370,381,844,996],"with":[246,266,283,392,419],"5X5X5":[248],"structure":[249,285],"(5":[250,849],"dimensions":[251,332],"subdivided":[252],"attributes,":[255],"each":[256],"classifiable":[257],"levels)":[261],"SHADE":[264,377,864,994],"variant":[265],"5X3X5":[268],"structure,":[269],"were":[270,340,352,363],"conceived":[271],"organized":[277],"systematic":[279],"way":[280],"accordance":[282],"order":[287],"characterize":[289],"organization\u2019s":[291],"DMPs":[296],"from":[297,422],"uninitiated":[299],"stage":[300],"completely":[303],"embedded":[304],"one.":[305],"sense,":[308],"consists":[311],"involves":[316],"interviewing":[317],"company":[319],"personnel":[320],"plus":[321],"brief":[323],"web":[324],"questionnaire,":[325],"subsequent":[328],"attributes":[334],"model.":[337,371],"tested":[341],"field":[344,396],"study":[345,397],"campaign":[346,398],"six":[348],"family-run":[349],"SMEs,":[350],"deployed":[353],"two":[355],"blocks.":[356],"first":[359],"block,":[360,375],"three":[361,388],"SMEs":[362,389],"analyzed":[364],"through":[365,510],"second":[374],"version":[378],"was":[383,399],"other":[387],"collaborated":[391],"study.":[394],"very":[400,464],"reaching":[405],"deeper":[407],"understanding":[408],"extent":[411],"supporting":[416],"obtained":[421],"willingness":[427],"improve":[429],"accordingly.":[430],"findings":[432,472],"indicate":[433],"that,":[434],"overall,":[435],"quality":[437],"problems":[438],"biggest":[441],"challenge":[442],"facing":[443],"organizations.":[444],"Moreover,":[445],"remains":[448],"limited,":[449],"reactive":[450],"timid,":[452],"mainly":[454],"focused":[455],"senior":[457],"middle":[460],"managers,":[461],"scarce":[465],"operational":[467],"levels.":[468],"Despite":[469],"this,":[470],"\u201cdecision-making\u201d":[475],"dimension":[476],"demonstrate":[477],"these":[479],"have,":[481],"some":[483],"extent,":[484],"been":[485],"able":[486],"leverage":[488],"available":[490],"support":[493],"results":[497],"confirm":[498],"both":[500],"useful":[503],"collecting":[505],"firsthand":[508],"close":[512],"personalized":[514],"treatment":[515],"consequently":[517],"identify":[518],"strengths":[519],"weaknesses":[521],"specific":[523],"aspects,":[524],"thus":[525],"providing":[526],"broader":[528],"view":[529],"leads":[531],"prioritize":[534],"improvement":[535],"actions":[536],"could":[538],"have":[539],"meaningful":[541],"impact":[542],"success":[545],"growth":[547],"organization.":[550],"La":[551],"fuerte":[552],"y":[553,565,610,624,697,729,756,767,774,785,793,837,877,934,941,1043,1082,1091,1141,1151,1157,1183],"progresiva":[554],"interacci\u00f3n":[555],"existente":[556],"entre":[557,620],"el":[558,593,599,731,739,747,842,888,894,969,985,992,1005,1027,1064,1074,1181],"proceso":[559,660],"de":[560,562,568,595,606,612,627,635,650,661,675,684,712,719,722,733,735,786,798,813,823,826,829,834,839,859,865,873,886,890,896,911,916,926,938,952,954,978,995,1009,1011,1018,1041,1059,1061,1076,1102,1110,1142,1147,1159,1176,1185],"toma":[561,812,838],"decisiones":[563,790,814,1033],"las":[566,621,625,685,736,939,998,1029,1071,1171],"tecnolog\u00edas":[567],"informaci\u00f3n":[569,836,892,1037,1139],"(IT)":[570],"ha":[571,578],"conllevado":[572],"un":[574,659,690,725,771,930,1148],"gran":[575],"avance":[576],"que":[577,584,632,647,668,687,714,776,808,919,1002,1068,1113,1132,1168,1178],"repercutido":[579],"en":[580,583,604,641,702,716,738,796,810,819,852,856,879,884,893,949,956,965,1016,1026,1035,1048,1054,1087,1106,1116],"la":[581,628,633,673,811,835,891,897,927,935,979,1036,1088,1107,1186],"forma":[582,875],"los":[585,666,717,720,778,961,1057,1104],"negocios":[586],"son":[587,817,1135],"conducidos.":[588],"Estos":[589],"avances":[590],"han":[591,1119],"representado":[592],"advenimiento":[594],"tendencias":[596],"significativas":[597],"para":[598,672,700,727,765,788,870,1125,1137,1153],"impulsado":[601,741],"por":[602,639,705,742],"datos":[603,640,696,830,1042,1062,1077,1123],"t\u00e9rminos":[605,1017,1055],"mayores":[607],"ventajas":[608],"competitivas":[609],"oportunidades":[611],"negocio.":[613],"Sin":[614],"embargo,":[615],"existe":[616],"a\u00fan":[617],"una":[618,710,874,900,905,917,950,1020,1164],"brecha":[619],"capacidades":[622],"tecnol\u00f3gicas":[623,637],"necesidades":[626],"organizaci\u00f3n":[629,898],"debido":[630],"adopci\u00f3n":[634],"soluciones":[636],"conducidas":[638],"muchas":[642],"compa\u00f1\u00edas":[643,703,1172],"es":[644,681],"m\u00e1s":[645,692,780,791,929,1022,1166],"r\u00e1pida":[646],"su":[648,757,846,862,913,1044],"capacidad":[649],"adaptarse":[651],"nivel":[653,732,783],"gerencial.":[654],"Equilibrar":[655],"este":[656,909],"desbalance":[657],"implica":[658],"auto-reconocimiento":[662],"donde":[663],"sean":[664],"resaltados":[665],"aspectos":[667,779,1160],"requieren":[669],"ser":[670,871],"atendidos":[671],"aplicaci\u00f3n":[674,914,980],"mejores":[676],"pr\u00e1cticas":[677],"anal\u00edticas.":[678],"Tal":[679],"evaluaci\u00f3n":[680,713,937],"necesaria":[682],"dentro":[683],"organizaciones":[686,737,1030],"intentan":[688],"dar":[689],"uso":[691,833,889],"riguroso":[693],"sus":[695,1122,1127],"conocimientos":[698],"anal\u00edticos":[699],"convertirse":[701],"impulsadas":[704,1034],"informaci\u00f3n.":[706,743],"Esta":[707,1007],"tesis":[708],"presenta":[709],"metodolog\u00eda":[711,918],"basada":[715],"fundamentos":[718],"modelos":[721,946,1134],"madurez":[723],"proporciona":[724],"marco":[726],"evaluar":[728],"categorizar":[730],"competencia":[734],"En":[744,908,968,984],"tal":[745],"sentido,":[746],"modelo":[748,843,982,993],"OrganizationMaturity":[753],"variante":[758,863],"\u201cSimplifiedHolistic":[759],"(SHADE)":[764],"peque\u00f1as":[766],"medianas":[768],"empresas,":[769],"ofrecen":[770],"enfoque":[772],"novedoso":[773],"hol\u00edstico":[775],"abarca":[777],"relevantes":[781],"tecnol\u00f3gico":[784],"gesti\u00f3n":[787],"tomar":[789],"objetivas":[792],"mejor":[794,815],"soportadas,":[795],"orden":[797,885,910],"hacer":[799],"frente":[800],"esta":[802],"situaci\u00f3n.":[803],"Al":[804],"respecto,":[805],"estos":[806],"factores":[807],"influyen":[809],"informada":[816],"agrupados":[818],"dimensiones:":[821],"disponibilidad":[822],"datos,":[824,827],"calidad":[825,1060],"an\u00e1lisis":[828,1040,1075],"e":[831],"decisiones.":[840,1128],"Tanto":[841],"con":[845,881,1004],"estructura":[847,866],"5\u00a35\u00a35":[848],"dimensiones":[850,940],"subdivididas":[851],"atributos":[854,942],"clasificables":[855],"niveles":[858,1098],"aptitud)":[860],"como":[861],"5\u00a33\u00a35,":[867],"fueron":[868,947,963,972],"concebidos":[869],"aplicados":[872],"estructurada":[876],"sistem\u00e1tica":[878],"concordancia":[880],"dicha":[882],"estructura,":[883],"caracterizar":[887],"desde":[899],"etapa":[901],"no":[902],"iniciada":[903],"completamente":[906],"embebida.":[907],"ideas,":[912],"consiste":[915],"involucra":[920],"realizar":[921],"entrevistas":[922],"personal":[924],"clave":[925],"compa\u00f1\u00eda":[928],"breve":[931],"cuestionario":[932],"web,":[933],"posterior":[936],"del":[943,981,1024,1039],"modelo.":[944],"Ambos":[945],"probados":[948],"campa\u00f1a":[951,1008],"estudios":[953,1010],"campo":[955,1012],"seis":[957],"empresas":[958],"familiares":[959],"pymes,":[960],"cuales":[962],"desplegados":[964],"dos":[966],"bloques.":[967],"primer":[970],"bloque,":[971,987],"analizadas":[973],"tres":[974,1000],"pymes":[975,1001],"trav\u00e9s":[977,1146],"CHROMA.":[983],"segundo":[986],"se":[988,1069],"procedi\u00f3":[989],"aplicar":[991],"otras":[999],"colaboraron":[1003],"estudio.":[1006],"result\u00f3":[1013],"muy":[1014,1095],"significativa":[1015],"alcanzar":[1019],"comprensi\u00f3n":[1021],"profunda":[1023],"grado":[1025],"cual":[1028],"est\u00e1n":[1031],"tomando":[1032],"resultante":[1038],"disposici\u00f3n":[1045],"mejorar":[1047],"consecuencia.":[1049],"Los":[1050,1129],"hallazgos":[1051,1105],"se\u00f1alan":[1052],"que,":[1053],"generales,":[1056],"problemas":[1058],"constituyen":[1063],"mayor":[1065],"desaf\u00edo":[1066],"al":[1067],"enfrentan":[1070],"organizaciones.":[1072],"Asimismo,":[1073],"contin\u00faa":[1078],"siendo":[1079,1094],"limitado,":[1080],"reactivo":[1081],"poco":[1083],"audaz,":[1084],"principalmente":[1085],"concentrado":[1086],"alta":[1089],"gerencia":[1090],"mandos":[1092],"intermedios,":[1093],"escaso":[1096],"operativos.":[1099],"A":[1100],"pesar":[1101],"esto,":[1103],"dimensi\u00f3n":[1108],"\u201ctoma":[1109],"decisiones\u201d":[1111],"demuestran":[1112],"estas":[1114],"organizaciones,":[1115],"cierta":[1117],"medida,":[1118],"logrado":[1120],"aprovechar":[1121],"disponibles":[1124],"soportar":[1126],"resultados":[1130],"confirman":[1131],"ambos":[1133],"\u00fatiles":[1136],"recolectar":[1138],"relevante":[1140],"primera":[1143],"mano":[1144],"trato":[1149],"cercano":[1150],"personalizado":[1152],"consecuentemente":[1154],"identificar":[1155],"fortalezas":[1156],"debilidades":[1158],"espec\u00edficos,":[1161],"proporcionando":[1162],"as\u00ed":[1163],"visi\u00f3n":[1165],"amplia":[1167],"conduzca":[1169],"priorizar":[1174],"acciones":[1175],"mejora,":[1177],"podr\u00edan":[1179],"significar":[1180],"\u00e9xito":[1182],"crecimiento":[1184],"organizaci\u00f3n.":[1187]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2018-08-03T00:00:00"}
