{"id":"https://openalex.org/W2552215328","doi":null,"title":"Diagnosing nursing students\u2019 errors in medication calculation: Designing a method based on the 4 Cs teaching model for analysing mathematical proficiency","display_name":"Diagnosing nursing students\u2019 errors in medication calculation: Designing a method based on the 4 Cs teaching model for analysing mathematical proficiency","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2552215328","mag":"2552215328"},"language":"en","primary_location":{"id":"mag:2552215328","doi":null,"is_oa":false,"landing_page_url":"https://math.aalto.fi/~jmalinen/MyPSFilesInWeb/itk_2014.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5062457064","display_name":"Birgitta Dahl","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Birgitta Dahl","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050552650","display_name":"Tore St\u00e5hl","orcid":"https://orcid.org/0000-0002-8605-5154","observed_orcids":["https://orcid.org/0000-0002-8605-5154"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tore St\u00e5hl","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8605-5154","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081417088","display_name":"Jarmo Malinen","orcid":"https://orcid.org/0000-0001-9117-8450","observed_orcids":["https://orcid.org/0000-0001-9117-8450"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jarmo Malinen","raw_affiliation_strings":["Department of Mathematics and Systems Analysis"],"raw_orcid":"https://orcid.org/0000-0001-9117-8450","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Systems Analysis","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018505089","display_name":"Antti Rasila","orcid":"https://orcid.org/0000-0003-3797-942X","observed_orcids":["https://orcid.org/0000-0003-3797-942X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antti Rasila","raw_affiliation_strings":["Department of Mathematics and Systems Analysis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Systems Analysis","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037196027","display_name":"Hannu Tiitu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hannu Tiitu","raw_affiliation_strings":["Department of Mathematics and Systems Analysis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Systems Analysis","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3233,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72248468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10508","display_name":"Patient Safety and Medication Errors","score":0.5512999892234802,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10508","display_name":"Patient Safety and Medication Errors","score":0.5512999892234802,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12522","display_name":"Mathematics Education and Pedagogy","score":0.2587999999523163,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14079","display_name":"Mathematics Education and Programs","score":0.07590000331401825,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nursing-students","display_name":"nursing students","score":0.9800000190734863},{"id":"https://openalex.org/keywords/mathematical-proficiency","display_name":"mathematics proficiency","score":0.972000002861023},{"id":"https://openalex.org/keywords/patient-safety","display_name":"patient safety","score":0.734000027179718},{"id":"https://openalex.org/keywords/medication-errors","display_name":"medication errors","score":0.5299999713897705},{"id":"https://openalex.org/keywords/e-learning-systems","display_name":"e-learning systems","score":0.5690000057220459},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"mathematics education","score":0.5189999938011169},{"id":"https://openalex.org/keywords/error-analysis","display_name":"error analysis","score":0.5519999861717224},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"critical thinking","score":0.4230000078678131},{"id":"https://openalex.org/keywords/nursing-education","display_name":"nursing education","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.45998045802116394},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.4593390226364136},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37023431062698364},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12095648050308228},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2552215328","doi":null,"is_oa":false,"landing_page_url":"https://math.aalto.fi/~jmalinen/MyPSFilesInWeb/itk_2014.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8278999924659729,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"},{"score":0.46810001134872437,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W19210616","https://openalex.org/W620390817","https://openalex.org/W1571852686","https://openalex.org/W1970878553","https://openalex.org/W1995888540","https://openalex.org/W1997901446","https://openalex.org/W2029395366","https://openalex.org/W2060668749","https://openalex.org/W2108866864","https://openalex.org/W2127218421","https://openalex.org/W2145741951","https://openalex.org/W2150593711","https://openalex.org/W2608146936","https://openalex.org/W2621813431","https://openalex.org/W2727592352","https://openalex.org/W2955117336"],"related_works":["https://openalex.org/W2090572124","https://openalex.org/W2027306299","https://openalex.org/W1987138797","https://openalex.org/W2015090264","https://openalex.org/W7109552647","https://openalex.org/W7080543354","https://openalex.org/W2043207549","https://openalex.org/W1975566093","https://openalex.org/W7065214088","https://openalex.org/W2096736512"],"abstract_inverted_index":{"Not":[0,164],"only":[1,165],"is":[2,8,14,20,69,75,133,166,363,433],"learning":[3,42,167,182],"mathematics":[4,10,43,168],"difficult,":[5,169],"but":[6,140,170,346],"so":[7,273],"teaching":[9,409],"as":[11,157,199,323,374,376],"well.":[12],"This":[13],"an":[15,369],"outstanding":[16],"common":[17],"observation":[18],"which":[19],"shared":[21],"among":[22],"teachers":[23],"in":[24,28,33,81,177,264,331,343,353,387,394,404,437,447],"the":[25,64,91,98,137,228,260,270,307,339,354,366,389],"first":[26,385],"classes":[27,334],"primary":[29],"schools":[30],"and":[31,73,95,159,225,276,365,420,441],"lecturers":[32],"professional":[34,438],"higher":[35],"education":[36],"institutions.":[37],"In":[38,220,380],"a":[39,56,82,178,192,195,200,204,265,302,417],"modern":[40,179],"society,":[41],"cannot":[44],"(and":[45],"it":[46,74,146,171,214,257,283,347],"should":[47,215],"not)":[48],"be":[49,155,232,292,310,373],"avoided":[50],"by":[51,161],"delegating":[52],"mathematical":[53,66,320,396,425],"reasoning":[54],"to":[55,78,148,150,212,235,250,294,312,423,434,443],"small":[57],"minority":[58],"of":[59,115,136,142,202,238,278,304,319,325,333,335,368,391,430],"especially":[60],"talented":[61],"people.":[62],"On":[63],"contrary,":[65],"conceptual":[67],"thinking":[68,330,378],"now":[70],"required":[71],"everywhere,":[72],"not":[76,349],"going":[77],"go":[79],"away":[80],"foreseeable":[83],"future.":[84],"Even":[85],"though":[86],"hand-held":[87],"calculators":[88],"have":[89,186,216],"diminished":[90],"need":[92],"for":[93,357,408,416],"manual":[94],"mental":[96],"computations,":[97],"advanced":[99],"technology":[100,132],"has":[101,172,249],"tainted":[102],"most":[103],"traditional":[104],"professions":[105],"with":[106,129],"novel":[107],"and,":[108],"one":[109,135],"might":[110],"say,":[111],"non-trivial":[112],"formal":[113,121],"ways":[114,422],"working.":[116],"Nowadays,":[117],"more":[118,123],"people":[119],"meet":[120],"concepts":[122,321],"often":[124],"than":[125],"ever":[126],"before.":[127],"Dealing":[128],"contemporary":[130],"information":[131],"certainly":[134],"main":[138],"culprits,":[139],"requirements":[141],"increased":[143],"productivity":[144],"make":[145],"impossible":[147],"return":[149],"old":[151],"methods":[152],"that":[153,240,259,290],"must":[154],"deemed":[156],"inefficient":[158],"obsolete":[160],"today's":[162],"standards.":[163],"also":[173],"become":[174],"practically":[175],"unavoidable":[176],"society.":[180],"Poor":[181],"outcomes":[183],"may":[184,309,371],"sometimes":[185,231],"literally":[187],"drastic":[188],"consequences.":[189],"Consider,":[190],"e.g.,":[191],"situation":[193,356],"where":[194],"new-born":[196],"baby":[197],"dies":[198],"result":[201,271],"receiving":[203],"medicine":[205],"dose":[206],"whose":[207],"concentration":[208],"was":[209,256,272,280,284,348],"tenfold":[210],"compared":[211],"what":[213],"been":[217],"(Dekker,":[218],"2007).":[219],"such":[221,296,322],"shocking":[222],"cases,":[223],"causes":[224],"reasons":[226,359],"behind":[227],"events":[229],"can":[230,291],"traced":[233],"back":[234],"cognitive":[236],"processes":[237],"professionals":[239],"were":[241],"just":[242],"carrying":[243],"out":[244],"their":[245],"everyday":[246],"work.":[247],"One":[248],"ask":[251],"some":[252,358],"inconvenient":[253],"questions:":[254],"How":[255],"possible":[258],"decimal":[261],"separator":[262],"got":[263],"wrong":[266],"place,":[267],"how":[268],"come":[269],"crudely":[274],"wrong,":[275],"none":[277],"this":[279,381,431],"discovered":[281],"until":[282],"too":[285],"late?":[286],"Is":[287],"there":[288],"something":[289],"done":[293],"prevent":[295],"accidents":[297],"from":[298,401],"happening":[299],"again?":[300],"Among":[301],"multitude":[303],"other":[305],"reasons,":[306],"explanations":[308],"related":[311],"professionals'":[313],"deficient":[314],"or":[315,328,351],"even":[316],"lacking":[317],"understanding":[318,341],"conversion":[324],"measurement":[326],"units":[327],"critical":[329],"terms":[332],"magnitudes.":[336],"Or,":[337],"perhaps,":[338],"intellectual":[340],"was,":[342],"fact,":[344],"sufficient":[345],"applied":[350],"applicable":[352],"particular":[355],"unknown.":[360],"To":[361],"err":[362],"human,":[364],"structure":[367],"error":[370,393],"well":[372],"complicated":[375],"human":[377,392],"itself.":[379],"article,":[382],"we":[383,413],"take":[384],"steps":[386],"approaching":[388],"anatomy":[390],"elementary":[395],"computations.":[397],"Our":[398],"point-of-view":[399],"derives":[400],"earlier":[402],"experiences":[403],"using":[405],"e-learning":[406],"systems":[407],"mathematics.":[410],"More":[411],"precisely,":[412],"are":[414],"seeking":[415],"theoretical":[418],"background":[419],"practical":[421],"analyse":[424],"proficiency.":[426],"The":[427],"general":[428],"objective":[429],"work":[432],"reduce":[435],"errors":[436],"medication":[439],"calculation,":[440],"thus":[442],"improve":[444],"patient":[445],"safety":[446],"hospitals.":[448]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2016-11-30T00:00:00"}