{"id":"https://openalex.org/W4389822949","doi":"https://doi.org/10.1038/s41746-023-00981-x","title":"An umbrella review of effectiveness and efficacy trials for app-based health interventions","display_name":"An umbrella review of effectiveness and efficacy trials for app-based health interventions","publication_year":2023,"publication_date":"2023-12-16","ids":{"openalex":"https://openalex.org/W4389822949","doi":"https://doi.org/10.1038/s41746-023-00981-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/38104213"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-023-00981-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00981-x","pdf_url":"https://www.nature.com/articles/s41746-023-00981-x.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-023-00981-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000611699","display_name":"Sherry On Ki Chong","orcid":"https://orcid.org/0000-0002-9234-0250"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sherry On Ki Chong","raw_affiliation_strings":["Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany. sherry.chong@tum.de","Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9234-0250","affiliations":[{"raw_affiliation_string":"Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany. sherry.chong@tum.de","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014927593","display_name":"Sara Pedron","orcid":"https://orcid.org/0000-0002-8127-573X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sara Pedron","raw_affiliation_strings":["Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8127-573X","affiliations":[{"raw_affiliation_string":"Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093511865","display_name":"Nancy Abdelmalak","orcid":"https://orcid.org/0000-0003-3980-907X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nancy Abdelmalak","raw_affiliation_strings":["Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3980-907X","affiliations":[{"raw_affiliation_string":"Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010850920","display_name":"Michael Laxy","orcid":"https://orcid.org/0000-0001-8775-7417"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Laxy","raw_affiliation_strings":["Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038014265","display_name":"Anna\u2010Janina Stephan","orcid":"https://orcid.org/0000-0002-6438-2058"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna-Janina Stephan","raw_affiliation_strings":["Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6438-2058","affiliations":[{"raw_affiliation_string":"Professorship of Public Health and Prevention, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000611699"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":1233,"currency":"EUR","value_usd":1329},"fwci":17.387,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.99463518,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"233","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/psychological-intervention","display_name":"Psychological intervention","score":0.7727115750312805},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6570017337799072},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6311250925064087},{"id":"https://openalex.org/keywords/randomized-controlled-trial","display_name":"Randomized controlled trial","score":0.5906201004981995},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.4904896914958954},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.4592438042163849},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.45400500297546387},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4394393563270569},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.3602692484855652},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.21107742190361023},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1548207402229309}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.7727115750312805},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6570017337799072},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6311250925064087},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.5906201004981995},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.4904896914958954},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.4592438042163849},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.45400500297546387},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4394393563270569},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.3602692484855652},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.21107742190361023},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1548207402229309},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-023-00981-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00981-x","pdf_url":"https://www.nature.com/articles/s41746-023-00981-x.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:38104213","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38104213","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10725431","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10725431","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10725431/pdf/41746_2023_Article_981.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:bf4f5570961044dc92e63a9320ccc7cc","is_oa":true,"landing_page_url":"https://doaj.org/article/bf4f5570961044dc92e63a9320ccc7cc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 6, Iss 1, Pp 1-11 (2023)","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1737524","is_oa":true,"landing_page_url":"https://www.nature.com/articles/s41746-023-00981-x","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-023-00981-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00981-x","pdf_url":"https://www.nature.com/articles/s41746-023-00981-x.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389822949.pdf"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W1480140759","https://openalex.org/W1937091965","https://openalex.org/W1983774990","https://openalex.org/W1991503413","https://openalex.org/W2007872832","https://openalex.org/W2048441256","https://openalex.org/W2068611228","https://openalex.org/W2111011000","https://openalex.org/W2127923244","https://openalex.org/W2185868463","https://openalex.org/W2300936160","https://openalex.org/W2364450135","https://openalex.org/W2403287428","https://openalex.org/W2524295027","https://openalex.org/W2536295516","https://openalex.org/W2552511422","https://openalex.org/W2560438049","https://openalex.org/W2592184816","https://openalex.org/W2595307528","https://openalex.org/W2756578555","https://openalex.org/W2794884228","https://openalex.org/W2795125940","https://openalex.org/W2800465629","https://openalex.org/W2802822747","https://openalex.org/W2836815702","https://openalex.org/W2885558237","https://openalex.org/W2891398634","https://openalex.org/W2906810961","https://openalex.org/W2936866248","https://openalex.org/W2991073450","https://openalex.org/W2994629047","https://openalex.org/W2996436107","https://openalex.org/W3001194831","https://openalex.org/W3003343618","https://openalex.org/W3003551974","https://openalex.org/W3010791140","https://openalex.org/W3011745082","https://openalex.org/W3013434635","https://openalex.org/W3014855328","https://openalex.org/W3021141263","https://openalex.org/W3034085355","https://openalex.org/W3039307217","https://openalex.org/W3045700401","https://openalex.org/W3049731354","https://openalex.org/W3086744783","https://openalex.org/W3110781834","https://openalex.org/W3118615836","https://openalex.org/W3124811476","https://openalex.org/W3153943804","https://openalex.org/W3159078634","https://openalex.org/W3162744572","https://openalex.org/W3163715371","https://openalex.org/W3169485423","https://openalex.org/W3182484934","https://openalex.org/W3185602332","https://openalex.org/W3201859682","https://openalex.org/W3202387368","https://openalex.org/W3206381116","https://openalex.org/W3214759757","https://openalex.org/W4200299272","https://openalex.org/W4210334011","https://openalex.org/W4213273042","https://openalex.org/W4230683193","https://openalex.org/W4285055565","https://openalex.org/W4291149837","https://openalex.org/W4292548574","https://openalex.org/W4293217790","https://openalex.org/W4294916203","https://openalex.org/W4296721142","https://openalex.org/W4300861865","https://openalex.org/W4311774873","https://openalex.org/W4312209783","https://openalex.org/W4318911843","https://openalex.org/W4323772405","https://openalex.org/W4361280580","https://openalex.org/W4375859973","https://openalex.org/W4381111053","https://openalex.org/W4382488246","https://openalex.org/W4384627487","https://openalex.org/W4389822949","https://openalex.org/W7074146451"],"related_works":["https://openalex.org/W2355769538","https://openalex.org/W2373885168","https://openalex.org/W2112436308","https://openalex.org/W2362391294","https://openalex.org/W3139914494","https://openalex.org/W1556819926","https://openalex.org/W3179965273","https://openalex.org/W2070311887","https://openalex.org/W2025132855","https://openalex.org/W2115099528"],"abstract_inverted_index":{"Health":[0],"interventions":[1,33,57,91],"based":[2],"on":[3,27,49,103,151,154,160,209,235,247],"mobile":[4,54],"phone":[5],"or":[6,87],"tablet":[7],"applications":[8],"(apps)":[9],"are":[10],"promising":[11],"tools":[12],"to":[13,97,170,231],"help":[14],"patients":[15],"manage":[16],"their":[17,245],"conditions":[18],"more":[19],"effectively.":[20],"Evidence":[21],"from":[22,75,167],"randomized":[23],"controlled":[24],"trials":[25],"(RCTs)":[26],"efficacy":[28,50],"and":[29,43,51,110,131,158,173,178,225,242],"effectiveness":[30,52,212],"of":[31,53,147,180,227],"such":[32],"is":[34],"increasingly":[35],"available.":[36],"This":[37],"umbrella":[38],"review":[39,198],"aimed":[40],"at":[41],"mapping":[42],"narratively":[44],"summarizing":[45],"published":[46,128],"systematic":[47,126],"reviews":[48,69,127,142,183],"app-based":[55],"health":[56,89,186,193,210,239],"within":[58],"patient":[59,93],"populations.":[60],"We":[61,123,195],"followed":[62],"a":[63,144],"pre-specified":[64],"publicly":[65],"available":[66],"protocol.":[67],"Systematic":[68],"were":[70,99],"searched":[71],"in":[72,92,191],"two":[73],"databases":[74],"inception":[76],"until":[77],"August":[78],"28,":[79],"2023.":[80],"Reviews":[81],"that":[82,136,185,205,237],"included":[83,143],"RCTs":[84,218],"evaluating":[85],"integrated":[86],"stand-alone":[88],"app":[90,106,211],"populations":[94],"with":[95,134],"regard":[96],"efficacy/effectiveness":[98,108],"considered":[100],"eligible.":[101],"Information":[102],"indications,":[104],"outcomes,":[105],"characteristics,":[107],"results":[109],"authors'":[111],"conclusions":[112],"was":[113,117],"extracted.":[114],"Methodological":[115],"quality":[116,179],"assessed":[118],"using":[119],"the":[120,206],"AMSTAR2":[121],"tool.":[122],"identified":[124],"48":[125],"between":[129,215],"2013":[130],"2023":[132],"(35":[133],"meta-analyses)":[135],"met":[137],"our":[138],"inclusion":[139],"criteria.":[140],"Eleven":[141],"broad":[145],"spectrum":[146],"conditions,":[148],"thirteen":[149],"focused":[150],"diabetes,":[152],"five":[153],"anxiety":[155],"and/or":[156],"depression,":[157],"others":[159],"various":[161],"other":[162],"indications.":[163,216],"Reported":[164],"outcomes":[165,224],"ranged":[166],"medication":[168],"adherence":[169],"laboratory,":[171],"anthropometric":[172],"functional":[174],"parameters,":[175],"symptom":[176],"scores":[177],"life.":[181],"Fourty-one":[182],"concluded":[184],"apps":[187,240],"may":[188],"be":[189],"effective":[190],"improving":[192],"outcomes.":[194],"rated":[196],"one":[197],"as":[199],"moderate":[200],"quality.":[201],"Here":[202],"we":[203],"report":[204],"synthesized":[207],"evidence":[208],"varies":[213],"largely":[214],"Future":[217],"should":[219],"consider":[220],"reporting":[221],"behavioral":[222],"(process)":[223],"measures":[226],"healthcare":[228,248],"resource":[229],"utilization":[230],"provide":[232],"deeper":[233],"insights":[234],"mechanisms":[236],"make":[238],"effective,":[241],"further":[243],"elucidate":[244],"impact":[246],"systems.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
