{"id":"https://openalex.org/W4411075587","doi":"https://doi.org/10.3389/fdgth.2025.1528711","title":"Digital horizons in non-communicable disease care: a bibliometric exploration of intervention impact and innovation","display_name":"Digital horizons in non-communicable disease care: a bibliometric exploration of intervention impact and innovation","publication_year":2025,"publication_date":"2025-06-05","ids":{"openalex":"https://openalex.org/W4411075587","doi":"https://doi.org/10.3389/fdgth.2025.1528711","pmid":"https://pubmed.ncbi.nlm.nih.gov/40538568"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1528711","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1528711","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1528711/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1528711/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110575816","display_name":"Sudip Bhattacharya","orcid":null},"institutions":[{"id":"https://openalex.org/I4396570500","display_name":"All India Institute of Medical Sciences, Deoghar","ror":"https://ror.org/00t0ht588","country_code":"IN","type":"government","lineage":["https://openalex.org/I4396570500"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sudip Bhattacharya","raw_affiliation_strings":["Department of Community and Family Medicine, All India Institute of Medical Sciences, Deoghar (AIIMS Deoghar), Deoghar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community and Family Medicine, All India Institute of Medical Sciences, Deoghar (AIIMS Deoghar), Deoghar, India","institution_ids":["https://openalex.org/I4396570500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606817","display_name":"Alok Singh","orcid":"https://orcid.org/0000-0002-4959-3869"},"institutions":[{"id":"https://openalex.org/I3130021832","display_name":"Shree Guru Gobind Singh Tricentenary University","ror":"https://ror.org/04kf25f32","country_code":"IN","type":"education","lineage":["https://openalex.org/I3130021832"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Alok Singh","raw_affiliation_strings":["Department of Community Medicine, Faculty of Medicine and Health Sciences, Shree Guru Gobind Singh Tricentenary University, Gurugram, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Medicine, Faculty of Medicine and Health Sciences, Shree Guru Gobind Singh Tricentenary University, Gurugram, India","institution_ids":["https://openalex.org/I3130021832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019532644","display_name":"Akanksha Kashyap","orcid":null},"institutions":[{"id":"https://openalex.org/I2802997415","display_name":"Mahatma Gandhi Kashi Vidyapith","ror":"https://ror.org/006qz8583","country_code":"IN","type":"education","lineage":["https://openalex.org/I2802997415"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akanksha Kashyap","raw_affiliation_strings":["Department of Ayurvedic Medicine, Research Scholar-Mahatma Gandhi Kashi Vidyapith, Varanasi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ayurvedic Medicine, Research Scholar-Mahatma Gandhi Kashi Vidyapith, Varanasi, India","institution_ids":["https://openalex.org/I2802997415"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110575816"],"corresponding_institution_ids":["https://openalex.org/I4396570500"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":4.2899,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.943228,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"1528711","last_page":"1528711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.14429999887943268,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.14429999887943268,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T14212","display_name":"Health Promotion and Cardiovascular Prevention","score":0.09070000052452087,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.08349999785423279,"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":0.729066014289856},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.6129569411277771},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5512422919273376},{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.5511042475700378},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4827929735183716},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.4264853596687317},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4103565812110901},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.401555597782135},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3890642821788788},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.365834504365921},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.359076589345932},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.3096628785133362},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.2859686613082886},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.1929481327533722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1858988106250763}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.729066014289856},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.6129569411277771},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5512422919273376},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.5511042475700378},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4827929735183716},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.4264853596687317},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4103565812110901},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.401555597782135},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3890642821788788},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.365834504365921},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.359076589345932},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.3096628785133362},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2859686613082886},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1929481327533722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1858988106250763},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2025.1528711","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1528711","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1528711/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:40538568","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40538568","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":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:doaj.org/article:42bee9aef0f444b894dda9ee58b3bf07","is_oa":true,"landing_page_url":"https://doaj.org/article/42bee9aef0f444b894dda9ee58b3bf07","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Digital Health, Vol 7 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12176826","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12176826","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1528711","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1528711","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1528711/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411075587.pdf","grobid_xml":"https://content.openalex.org/works/W4411075587.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1502348596","https://openalex.org/W1854618833","https://openalex.org/W2033250946","https://openalex.org/W2081270882","https://openalex.org/W2109565845","https://openalex.org/W2143062300","https://openalex.org/W2152846959","https://openalex.org/W2166845318","https://openalex.org/W2234307896","https://openalex.org/W2315675705","https://openalex.org/W2439269916","https://openalex.org/W2511124304","https://openalex.org/W2569214105","https://openalex.org/W2738024852","https://openalex.org/W2751552421","https://openalex.org/W2767505922","https://openalex.org/W2770287703","https://openalex.org/W2792031815","https://openalex.org/W2795125940","https://openalex.org/W2799678512","https://openalex.org/W2800070267","https://openalex.org/W2800413489","https://openalex.org/W2800849322","https://openalex.org/W2890133084","https://openalex.org/W2895936301","https://openalex.org/W2911282511","https://openalex.org/W2968458690","https://openalex.org/W2978748110","https://openalex.org/W2996392748","https://openalex.org/W3018002427","https://openalex.org/W3042215340","https://openalex.org/W3044211884","https://openalex.org/W3084153881","https://openalex.org/W3119410748","https://openalex.org/W3213906311","https://openalex.org/W4205378958","https://openalex.org/W4206677600","https://openalex.org/W4207038095","https://openalex.org/W4221108361","https://openalex.org/W4282922917","https://openalex.org/W4282944847","https://openalex.org/W4285797265","https://openalex.org/W4289233529","https://openalex.org/W4293109019","https://openalex.org/W4311624475","https://openalex.org/W4313546103","https://openalex.org/W4316497488","https://openalex.org/W4318816231","https://openalex.org/W4320896623","https://openalex.org/W4321377775","https://openalex.org/W4386067316","https://openalex.org/W4386153206","https://openalex.org/W4393044308","https://openalex.org/W4399756479","https://openalex.org/W4400743941","https://openalex.org/W4403554939","https://openalex.org/W4405391153"],"related_works":["https://openalex.org/W4389095033","https://openalex.org/W1580898361","https://openalex.org/W3140300071","https://openalex.org/W2018488738","https://openalex.org/W2302677685","https://openalex.org/W2552566180","https://openalex.org/W4280587861","https://openalex.org/W4233273178","https://openalex.org/W4200332661","https://openalex.org/W3130463450"],"abstract_inverted_index":{"Introduction:":[0],"Digital":[1],"interventions":[2,31,42,146,306],"show":[3],"considerable":[4,166],"promise":[5],"in":[6,43,142,154,275,296],"managing":[7],"non-communicable":[8],"diseases":[9],"(NCDs)":[10],"within":[11],"primary":[12,58],"healthcare.":[13],"Aim:":[14],"The":[15,139,174,209,281],"aim":[16],"of":[17,27,67,112,224,304],"this":[18,163,190],"study":[19,39,102],"was":[20,93],"to":[21,51,62,299],"conduct":[22],"a":[23,46,64,158,237,272],"comprehensive":[24],"bibliometric":[25,47],"analysis":[26,48,235],"research":[28,143,191],"on":[29,144,239],"digital":[30,41,145,244,265,305],"for":[32,95,286,307],"individuals":[33],"living":[34],"with":[35,165,221],"NCDs.":[36,308],"Methodology:":[37],"This":[38],"explores":[40],"NCDs":[44,148,277],"through":[45,119,130,278],"from":[49,168,179],"2014":[50],"2024.":[52],"Carefully":[53],"designed":[54],"search":[55],"queries":[56],"targeted":[57],"and":[59,72,85,91,99,108,127,136,147,172,185,201,212,243,254,268,292],"combined":[60],"terms":[61],"cover":[63],"wide":[65],"range":[66],"NCDs,":[68],"including":[69,88],"cancer,":[70],"diabetes,":[71],"hypertension.":[73],"SCOPUS":[74],"searches":[75],"yielded":[76],"9,572":[77],"English-language":[78],"articles,":[79],"refined":[80],"by":[81,157,197],"excluding":[82],"non-relevant":[83],"works":[84],"duplicates.":[86],"Metadata,":[87],"authorship,":[89],"keywords,":[90],"citations,":[92],"extracted":[94],"analysis.":[96],"Using":[97],"Biblioshiny":[98],"VosViewer,":[100],"the":[101,109,113,180,213,217,222,231,284,301],"examined":[103],"publication":[104],"trends,":[105],"telemedicine":[106],"applications,":[107,288],"knowledge":[110],"framework":[111],"field.":[114],"Conceptual":[115],"themes":[116],"were":[117],"identified":[118],"co-occurrence":[120],"mapping,":[121],"intellectual":[122,250],"structures":[123,129],"via":[124],"co-citation":[125],"networks,":[126],"social":[128],"collaboration":[131],"patterns":[132],"among":[133],"authors,":[134,177],"institutions,":[135],"countries.":[137],"Results:":[138],"upward":[140],"trend":[141],"accelerated":[149],"significantly":[150,188],"after":[151],"2018,":[152],"peaking":[153],"2021,":[155],"followed":[156],"slight":[159],"decline.":[160],"Medicine":[161],"dominates":[162],"field,":[164],"contributions":[167,194],"biochemistry,":[169],"health":[170,266],"professions,":[171],"engineering.":[173],"most":[175,218],"prolific":[176],"primarily":[178],"United":[181,183,210,214],"States,":[182],"Kingdom,":[184],"Australia,":[186],"have":[187],"shaped":[189],"area.":[192],"Institutional":[193],"are":[195,216],"led":[196],"Harvard":[198],"Medical":[199,225],"School":[200],"other":[202],"global":[203,259,302],"leaders,":[204],"reflecting":[205],"strong":[206],"inter-institutional":[207],"collaborations.":[208],"States":[211],"Kingdom":[215],"productive":[219],"countries,":[220],"Journal":[223],"Internet":[226],"Research":[227],"standing":[228],"out":[229],"as":[230],"leading":[232],"publication.":[233],"Keyword":[234],"reveals":[236],"focus":[238],"telemedicine,":[240],"COVID-19,":[241],"tele-health,":[242],"health.":[245],"Co-citation":[246],"analyses":[247],"identify":[248],"key":[249],"frameworks,":[251],"while":[252],"co-authorship":[253],"institutional":[255],"collaborations":[256],"highlight":[257,283],"robust":[258],"networks.":[260],"Emerging":[261],"trends":[262],"emphasize":[263],"AI,":[264],"tools,":[267],"patient":[269],"self-management,":[270],"underscoring":[271],"transformative":[273],"shift":[274],"addressing":[276],"technology-driven":[279],"interventions.":[280],"findings":[282],"need":[285],"patient-centered":[287],"improved":[289],"implementation":[290],"strategies,":[291],"strengthened":[293],"collaborations,":[294],"especially":[295],"underrepresented":[297],"regions,":[298],"enhance":[300],"impact":[303]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
