{"id":"https://openalex.org/W4410252460","doi":"https://doi.org/10.1038/s41746-025-01669-0","title":"Digital measures of activity and motivation impact depression and anxiety in the real world","display_name":"Digital measures of activity and motivation impact depression and anxiety in the real world","publication_year":2025,"publication_date":"2025-05-10","ids":{"openalex":"https://openalex.org/W4410252460","doi":"https://doi.org/10.1038/s41746-025-01669-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/40348910"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01669-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01669-0","pdf_url":"https://www.nature.com/articles/s41746-025-01669-0.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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/s41746-025-01669-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020484127","display_name":"J. Beltr\u00e1n","orcid":"https://orcid.org/0000-0001-6311-9947"},"institutions":[{"id":"https://openalex.org/I1314596251","display_name":"Allen Institute for Brain Science","ror":"https://ror.org/00dcv1019","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314596251","https://openalex.org/I4210140341"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jacqueline M. Beltr\u00e1n","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6311-9947","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I1314596251","https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020827548","display_name":"Yael Jacob","orcid":"https://orcid.org/0000-0003-3278-9264"},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yael Jacob","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049976075","display_name":"Marishka Mehta","orcid":"https://orcid.org/0000-0001-5105-6723"},"institutions":[{"id":"https://openalex.org/I4210159521","display_name":"Laureate Institute for Brain Research","ror":"https://ror.org/05e6pjy56","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210159521"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marishka M. Mehta","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","The Laureate Institute for Brain Research, Tulsa, OK, USA"],"raw_orcid":"https://orcid.org/0000-0001-5105-6723","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"The Laureate Institute for Brain Research, Tulsa, OK, USA","institution_ids":["https://openalex.org/I4210159521"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tasnim Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I121934306","display_name":"Tufts University","ror":"https://ror.org/05wvpxv85","country_code":"US","type":"education","lineage":["https://openalex.org/I121934306"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tasnim Hossain","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Tufts University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Tufts University, Boston, MA, USA","institution_ids":["https://openalex.org/I121934306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087267903","display_name":"Abigail Adams","orcid":null},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abigail Adams","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Samantha Fontaine","orcid":null},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samantha Fontaine","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026523515","display_name":"John Torous","orcid":"https://orcid.org/0000-0002-5362-7937"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Torous","raw_affiliation_strings":["Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5362-7937","affiliations":[{"raw_affiliation_string":"Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I1316535847","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Catherine McDonough","orcid":null},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine McDonough","raw_affiliation_strings":["Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049111280","display_name":"Matthew Johnson","orcid":"https://orcid.org/0000-0001-5597-6615"},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Johnson","raw_affiliation_strings":["The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026081447","display_name":"Andrew Delgado","orcid":"https://orcid.org/0000-0001-5675-4096"},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew D. Delgado","raw_affiliation_strings":["Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015678331","display_name":"James W. Murrough","orcid":"https://orcid.org/0000-0001-6286-1242"},"institutions":[{"id":"https://openalex.org/I1314596251","display_name":"Allen Institute for Brain Science","ror":"https://ror.org/00dcv1019","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314596251","https://openalex.org/I4210140341"]},{"id":"https://openalex.org/I4210116369","display_name":"James J. Peters VA Medical Center","ror":"https://ror.org/02c8hpe74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210094901","https://openalex.org/I4210116369"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James W. Murrough","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","VISN 2 Mental Illness Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6286-1242","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I1314596251","https://openalex.org/I98704320"]},{"raw_affiliation_string":"VISN 2 Mental Illness Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY, USA","institution_ids":["https://openalex.org/I4210116369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067577559","display_name":"Laurel Morris","orcid":"https://orcid.org/0000-0002-5862-6650"},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurel S. Morris","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA. Laurel.morris@mssm.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA. Laurel.morris@mssm.edu","institution_ids":["https://openalex.org/I98704320"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5020484127"],"corresponding_institution_ids":["https://openalex.org/I1314596251","https://openalex.org/I98704320"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":3.6637,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93055219,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"8","issue":"1","first_page":"268","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9987999796867371,"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/T10355","display_name":"Impact of Technology on Adolescents","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13283","display_name":"Mental Health Research Topics","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.7394562363624573},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.6415224075317383},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6067649126052856},{"id":"https://openalex.org/keywords/digital-revolution","display_name":"Digital Revolution","score":0.4962802529335022},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.4009266495704651},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.36623239517211914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.20322191715240479},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16410958766937256},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14990979433059692},{"id":"https://openalex.org/keywords/keynesian-economics","display_name":"Keynesian economics","score":0.09679979085922241}],"concepts":[{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.7394562363624573},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6415224075317383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6067649126052856},{"id":"https://openalex.org/C2778132726","wikidata":"https://www.wikidata.org/wiki/Q1096872","display_name":"Digital Revolution","level":2,"score":0.4962802529335022},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.4009266495704651},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.36623239517211914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20322191715240479},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16410958766937256},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14990979433059692},{"id":"https://openalex.org/C165556158","wikidata":"https://www.wikidata.org/wiki/Q83937","display_name":"Keynesian economics","level":1,"score":0.09679979085922241},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01669-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01669-0","pdf_url":"https://www.nature.com/articles/s41746-025-01669-0.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40348910","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40348910","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:doaj.org/article:b23a8aed019842ee8cbe31fbce664e3f","is_oa":true,"landing_page_url":"https://doaj.org/article/b23a8aed019842ee8cbe31fbce664e3f","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":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-15 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12065807","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12065807","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01669-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01669-0","pdf_url":"https://www.nature.com/articles/s41746-025-01669-0.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3881485945","display_name":null,"funder_award_id":"UL1TR004419","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G4277692674","display_name":null,"funder_award_id":"K01MH12043","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G6177305277","display_name":null,"funder_award_id":"UL1TR004419","funder_id":"https://openalex.org/F4320316438","funder_display_name":"Georgia Clinical and Translational Science Alliance"}],"funders":[{"id":"https://openalex.org/F4320316438","display_name":"Georgia Clinical and Translational Science Alliance","ror":null},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410252460.pdf","grobid_xml":"https://content.openalex.org/works/W4410252460.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W1924832216","https://openalex.org/W1964040105","https://openalex.org/W1974820251","https://openalex.org/W1979700602","https://openalex.org/W1994889847","https://openalex.org/W1996750234","https://openalex.org/W2002097198","https://openalex.org/W2005962568","https://openalex.org/W2006451753","https://openalex.org/W2029059557","https://openalex.org/W2047265348","https://openalex.org/W2061304400","https://openalex.org/W2075714689","https://openalex.org/W2088926581","https://openalex.org/W2100036649","https://openalex.org/W2108891761","https://openalex.org/W2123089523","https://openalex.org/W2129705466","https://openalex.org/W2132022337","https://openalex.org/W2139205784","https://openalex.org/W2155002669","https://openalex.org/W2158900738","https://openalex.org/W2163678685","https://openalex.org/W2200931236","https://openalex.org/W2327037637","https://openalex.org/W2342839846","https://openalex.org/W2347128633","https://openalex.org/W2384885987","https://openalex.org/W2411160007","https://openalex.org/W2462245973","https://openalex.org/W2561676566","https://openalex.org/W2690487569","https://openalex.org/W2759691108","https://openalex.org/W2769268092","https://openalex.org/W2789034326","https://openalex.org/W2790980665","https://openalex.org/W2792088823","https://openalex.org/W2796184309","https://openalex.org/W2801374094","https://openalex.org/W2806313543","https://openalex.org/W2809106305","https://openalex.org/W2810612596","https://openalex.org/W2884190723","https://openalex.org/W2885984012","https://openalex.org/W2887949940","https://openalex.org/W2888085798","https://openalex.org/W2893964406","https://openalex.org/W2901315113","https://openalex.org/W2901961340","https://openalex.org/W2911494032","https://openalex.org/W2915382619","https://openalex.org/W2944427364","https://openalex.org/W2964864378","https://openalex.org/W2993693190","https://openalex.org/W2997013203","https://openalex.org/W3043096756","https://openalex.org/W3110204117","https://openalex.org/W3118365063","https://openalex.org/W3131720205","https://openalex.org/W3136028244","https://openalex.org/W3138489918","https://openalex.org/W3162817553","https://openalex.org/W3167785707","https://openalex.org/W3169795179","https://openalex.org/W3173538401","https://openalex.org/W3179678948","https://openalex.org/W3200998479","https://openalex.org/W3209945287","https://openalex.org/W4206048551","https://openalex.org/W4206219090","https://openalex.org/W4214530815","https://openalex.org/W4214608561","https://openalex.org/W4220990449","https://openalex.org/W4231061035","https://openalex.org/W4243565408","https://openalex.org/W4247665917","https://openalex.org/W4281746246","https://openalex.org/W4284697944","https://openalex.org/W4289134269","https://openalex.org/W4292363601","https://openalex.org/W4298109719","https://openalex.org/W4311931179","https://openalex.org/W4377002071","https://openalex.org/W4380791103","https://openalex.org/W4387083249","https://openalex.org/W4391242251","https://openalex.org/W4394573894","https://openalex.org/W4396801641","https://openalex.org/W4400307804"],"related_works":["https://openalex.org/W2358430072","https://openalex.org/W1985838049","https://openalex.org/W3089724416","https://openalex.org/W2013157839","https://openalex.org/W2111463896","https://openalex.org/W2086259589","https://openalex.org/W1551113066","https://openalex.org/W4210836443","https://openalex.org/W2964000526","https://openalex.org/W2378173657"],"abstract_inverted_index":{"Mood":[0,36],"and":[1,15,29,37,52,56,76,84,104,108,120,135,144],"anxiety":[2,28,107,121],"disorders":[3,18],"are":[4],"highly":[5],"comorbid,":[6],"with":[7,14,102],"symptom":[8,92],"severity":[9],"varying":[10],"over":[11],"time.":[12],"Individuals":[13],"without":[16],"these":[17],"completed":[19],"30-days":[20],"of":[21,26,115],"ecological":[22],"momentary":[23],"assessment":[24],"(EMAs)":[25],"depression,":[27,109],"distress,":[30],"developed":[31],"based":[32],"on":[33,89,118],"the":[34,86,111,149],"established":[35],"Anxiety":[38],"Symptom":[39],"Questionnaire":[40],"(MASQ).":[41],"These":[42],"electronic":[43],"MASQ":[44,73],"(eMASQ)":[45],"EMAs":[46],"were":[47],"collected":[48],"alongside":[49],"novel":[50],"intrinsic":[51,77],"extrinsic":[53],"motivation":[54,78],"EMAs,":[55],"physical/digital":[57],"activity":[58,117],"measures":[59],"(steps/screentime)":[60],"across":[61],"N":[62],"=":[63],"70-101":[64],"participants.":[65],"Each":[66],"eMASQ-EMA":[67,83],"significantly":[68],"related":[69,80,132],"to":[70,81,133],"its":[71],"corresponding":[72],"measure.":[74],"Extrinsic":[75],"negatively":[79,100],"each":[82],"had":[85],"greatest":[87],"influence":[88],"patients'":[90],"overall":[91],"profile.":[93],"Physical,":[94],"but":[95],"not":[96],"digital":[97],"activity,":[98,137],"was":[99],"associated":[101],"concurrent":[103],"1-week":[105],"lagged":[106],"highlighting":[110],"temporally":[112],"delayed":[113],"benefits":[114],"physical":[116,136],"depression":[119],"symptoms":[122,147],"in":[123,141,148],"psychiatric":[124,146],"groups.":[125],"Collectively,":[126],"this":[127],"study":[128],"suggests":[129],"cognitive":[130],"constructs":[131],"drive":[134],"may":[138],"be":[139],"useful":[140],"predicting":[142],"continuous":[143],"transient":[145],"real-world.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}