{"id":"https://openalex.org/W2883533895","doi":"https://doi.org/10.1093/jamia/ocy078","title":"Informatics for all: from provider- to patient-based applications that can include family and friends","display_name":"Informatics for all: from provider- to patient-based applications that can include family and friends","publication_year":2018,"publication_date":"2018-07-21","ids":{"openalex":"https://openalex.org/W2883533895","doi":"https://doi.org/10.1093/jamia/ocy078","mag":"2883533895"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocy078","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocy078","pdf_url":"https://academic.oup.com/jamia/article-pdf/25/8/923/25430907/ocy078.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/25/8/923/25430907/ocy078.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084415954","display_name":"Lucila Ohno\u2010Machado","orcid":"https://orcid.org/0000-0002-8005-7327"},"institutions":[{"id":"https://openalex.org/I4210121117","display_name":"Health Affairs","ror":"https://ror.org/02fkh1w66","country_code":"US","type":"other","lineage":["https://openalex.org/I4210121117"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lucila Ohno-Machado","raw_affiliation_strings":["Editor-in-Chief"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Editor-in-Chief","institution_ids":["https://openalex.org/I4210121117"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5084415954"],"corresponding_institution_ids":["https://openalex.org/I4210121117"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.10034046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"25","issue":"8","first_page":"923","last_page":"923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.7210000157356262,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.7210000157356262,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.6028516292572021},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5656099319458008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5563108325004578},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4319852292537689},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2561919689178467},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.19573652744293213},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07383531332015991}],"concepts":[{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.6028516292572021},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5656099319458008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5563108325004578},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4319852292537689},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2561919689178467},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.19573652744293213},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07383531332015991},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/jamia/ocy078","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocy078","pdf_url":"https://academic.oup.com/jamia/article-pdf/25/8/923/25430907/ocy078.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7646910","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7646910","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocy078","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocy078","pdf_url":"https://academic.oup.com/jamia/article-pdf/25/8/923/25430907/ocy078.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2397677514","https://openalex.org/W1495820741","https://openalex.org/W2914293784","https://openalex.org/W2138729887","https://openalex.org/W2401910071","https://openalex.org/W4323056170","https://openalex.org/W2126732312","https://openalex.org/W4302329558","https://openalex.org/W1971571384","https://openalex.org/W2229314870"],"abstract_inverted_index":{"It":[0],"is":[1,58,296,416,535,651],"hard":[2],"to":[3,23,97,104,224,246,262,298,385,411,418,498,510,543,548,559,604,696,704],"believe":[4],"that,":[5],"just":[6,21,654],"a":[7,39,60,99,115,136,240,244,278,372,392,432,455,481,556,589,602,619,664],"decade":[8],"ago,":[9],"the":[10,16,52,63,72,118,180,199,207,211,226,291,312,327,352,386,401,424,440,459,476,529,580,629,637,649,698],"technology":[11,157],"of":[12,28,38,75,102,117,120,129,182,203,210,228,243,250,293,317,329,354,371,380,388,403,426,431,442,445,458,465,480,492,504,514,531,572,582,596,634,639,655,663,666],"smart":[13],"phones":[14],"and":[15,26,47,66,78,85,106,123,148,151,159,167,184,206,231,270,288,301,305,348,356,360,369,391,413,462,471,478,507,539,546,561,611,613,658,681,693],"patient-centered":[17],"healthcare":[18,41,88,568],"movement":[19],"were":[20,32],"starting":[22],"take":[24],"off,":[25],"many":[27,73],"their":[29],"current":[30],"instantiations":[31],"not":[33,59],"spelled":[34],"out":[35],"in":[36,51,68,87,108,144,161,169,186,266,311,366,428,468,528,579,631,647,670,702],"visions":[37],"connected":[40],"system.":[42],"Accordingly,":[43],"informatics":[44,337,522,640,703],"has":[45,89,496,641,686],"evolved":[46],"expanded":[48,642,691],"so":[49,91],"fast":[50],"past":[53],"ten":[54],"years":[55],"that":[56,62,93,282,394,537],"it":[57,534],"surprise":[61],"volume,":[64],"quality,":[65],"interest":[67],"scholarly":[69,700],"articles":[70,578,630],"describing":[71],"facets":[74],"including":[76],"providers":[77],"patients,":[79,131],"as":[80,82],"well":[81],"patients\u2019":[83],"family":[84,183],"friends,":[86],"increased":[90,490,502],"much":[92],"we":[94],"are":[95],"able":[96],"dedicate":[98],"full":[100],"issue":[101,316,571,633],"JAMIA":[103,573,635,685],"research":[105],"applications":[107,390],"these":[109,505],"areas.":[110],"Kishore":[111],"(p.":[112,133,153,177,196,236,256,272,320,333,343,362,421,437,452,473,517,553,586,599,615],"931)":[113],"describes":[114,179,198,475,588],"model":[116,603],"effects":[119,441],"online":[121],"informational":[122],"emotional":[124],"support":[125],"on":[126,156,239,346,618],"self-care":[127],"behavior":[128],"HIV":[130],"Cheung":[132],"955)":[134],"evaluates":[135],"recommender":[137],"app":[138],"for":[139,146,252,277,325,449,484,494,593,624],"measuring":[140],"longitudinal":[141],"user":[142,367,482],"engagement":[143],"apps":[145],"depression":[147],"anxiety":[149],"treatment,":[150],"Utrankar":[152],"976)":[154],"reports":[155,238,345,617],"use":[158,249,402],"preferences":[160],"supporting":[162],"clinical":[163,381,469,486],"practice":[164],"guideline":[165],"awareness":[166],"adherence":[168],"individuals":[170],"with":[171,351,400,501,689],"sickle":[172],"cell":[173],"disease.":[174],"Additionally,":[175],"Taylor":[176],"989)":[178],"role":[181,425],"friends":[185],"helping":[187],"older":[188],"adults":[189],"manage":[190],"personal":[191],"health":[192,521],"information,":[193],"while":[194],"Sharko":[195],"1008)":[197],"unique":[200],"privacy":[201],"needs":[202,227],"adolescent":[204],"patients":[205],"resulting":[208],"complexity":[209],"decision-making":[212],"process.":[213],"Different":[214],"methods":[215,261,509,540],"have":[216,308],"been":[217,309],"borrowed":[218],"from":[219,524],"various":[220],"disciplines":[221],"over":[222],"time":[223],"fill":[225],"provider-,":[229],"patient-":[230],"other":[232,549,577,667],"caregiver-facing":[233],"applications.":[234],"Bautista":[235],"1018)":[237],"psychometric":[241],"evaluation":[242,479],"scale":[245],"measure":[247],"nurses\u2019":[248],"smartphones":[251],"work":[253,701],"purposes,":[254],"Reese":[255],"1026)":[257],"uses":[258],"card":[259],"sorting":[260],"elicit":[263],"expert":[264],"knowledge":[265],"an":[267,275],"ICU":[268],"setting,":[269],"Pandolfe":[271],"1047)":[273],"proposes":[274,454,555,601],"architecture":[276],"medication":[279],"reconciliation":[280],"application":[281],"aims":[283],"at":[284],"increasing":[285],"patient":[286,349],"activation":[287],"education.":[289],"While":[290],"intent":[292],"information":[294,415,673],"systems":[295,674],"always":[297],"improve":[299,677],"care":[300],"promote":[302,682],"health,":[303],"positive":[304],"negative":[306],"consequences":[307],"reported":[310],"literature.":[313],"In":[314],"this":[315,632,690],"JAMIA,":[318],"Nouri":[319],"1089)":[321],"systematically":[322],"reviews":[323,370],"criteria":[324],"assessing":[326],"quality":[328],"mHealth":[330],"apps,":[331],"Veinot":[332],"1080)":[334],"discusses":[335,423,439,519],"how":[336,414,672],"interventions":[338],"can":[339,675],"worsen":[340],"inequality,":[341],"Meyerhoefer":[342],"1054)":[344],"provider":[347],"satisfaction":[350],"integration":[353],"ambulatory":[355,606],"hospital":[357],"EHR":[358],"systems,":[359],"Plante":[361],"1074)":[363],"reveals":[364],"trends":[365],"ratings":[368],"blood":[373],"pressure-measuring":[374],"smartphone":[375],"app.":[376],"Increased":[377],"data":[378,429,493,506,538,550],"sharing":[379],"data,":[382],"partly":[383],"due":[384],"popularity":[387],"patient-facing":[389],"realization":[393],"faster":[395],"biomedical":[396,656],"discoveries":[397],"may":[398],"happen":[399],"\u201cbig":[404],"data,\u201d":[405],"also":[406,574],"brings":[407],"important":[408,536],"issues":[409],"related":[410],"ethics":[412,427],"relayed":[417],"users.":[419],"Stahl":[420],"1102)":[422],"governance":[430],"large":[433],"neuro-ICT":[434],"project,":[435],"Tao":[436],"1036)":[438],"graphical":[443],"formats":[444],"self-monitoring":[446],"test":[447],"results":[448],"consumers,":[450],"Karpefors":[451],"1069)":[453],"visual":[456],"summary":[457],"incidence,":[460],"significance,":[461],"temporal":[463],"aspects":[464],"adverse":[466],"events":[467],"trials,":[470],"Wright":[472],"1064)":[474],"development":[477],"interface":[483],"reviewing":[485],"microbiology":[487],"results.":[488,515],"The":[489],"availability":[491],"studies":[495],"yet":[497],"be":[499,541],"paired":[500],"transparency":[503],"analytical":[508],"allow":[511],"easy":[512],"reproduction":[513],"Coiera":[516],"963)":[518],"whether":[520],"suffers":[523],"replication":[525],"issues.":[526],"Particularly":[527],"area":[530,581],"predictive":[532,583],"models,":[533],"available":[542],"assess":[544],"reproducibility":[545],"generalizability":[547],"sets.":[551],"Reps":[552],"969)":[554],"standardized":[557],"framework":[558],"generate":[560],"evaluate":[562],"patient-level":[563],"prediction":[564],"models":[565],"using":[566],"observational":[567],"data.":[569,627],"This":[570],"includes":[575],"several":[576],"modeling:":[584],"Abbas":[585],"1000)":[587],"machine":[590],"learning":[591,622],"approach":[592],"early":[594],"detection":[595],"autism,":[597],"Goldstein":[598],"924)":[600],"predict":[605],"no-shows":[607],"across":[608],"different":[609],"specialties":[610],"clinics,":[612],"Kalpathy-Cramer":[614],"945)":[616],"distributed":[620],"deep":[621],"networks":[623],"medical":[625],"imaging":[626],"As":[628],"exemplify,":[636],"discipline":[638],"into":[643],"exciting":[644],"new":[645],"territory":[646],"which":[648],"intersection":[650],"no":[652],"longer":[653],"sciences":[657],"computer":[659],"science,":[660],"but":[661],"rather":[662],"variety":[665],"domains":[668],"involved":[669],"understanding":[671],"help":[676],"healthcare,":[678],"disease":[679],"prevention":[680],"healthier":[683],"behaviors.":[684],"kept":[687],"aligned":[688],"scope":[692],"will":[694],"continue":[695],"bring":[697],"best":[699],"our":[705],"readers.":[706]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}