{"id":"https://openalex.org/W4405335430","doi":"https://doi.org/10.2196/59161","title":"Exploring the Relationship Between Smartphone GPS Patterns and Quality of Life in Patients With Advanced Cancer and Their Family Caregivers: Longitudinal Study","display_name":"Exploring the Relationship Between Smartphone GPS Patterns and Quality of Life in Patients With Advanced Cancer and Their Family Caregivers: Longitudinal Study","publication_year":2024,"publication_date":"2024-12-12","ids":{"openalex":"https://openalex.org/W4405335430","doi":"https://doi.org/10.2196/59161","pmid":"https://pubmed.ncbi.nlm.nih.gov/39924302","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11830490"},"language":"en","primary_location":{"id":"doi:10.2196/59161","doi":"https://doi.org/10.2196/59161","is_oa":true,"landing_page_url":"https://doi.org/10.2196/59161","pdf_url":"https://formative.jmir.org/2025/1/e59161/PDF","source":{"id":"https://openalex.org/S4210234749","display_name":"JMIR Formative Research","issn_l":"2561-326X","issn":["2561-326X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","medline","norway-1","poland-20","russia-white-list-3","vabb-shw"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Formative Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://formative.jmir.org/2025/1/e59161/PDF","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116212151","display_name":"Kyungmi Lee","orcid":"https://orcid.org/0000-0002-5136-9823","observed_orcids":["https://orcid.org/0000-0002-5136-9823"]},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyungmi Lee","raw_affiliation_strings":["Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, United States"],"raw_orcid":"https://orcid.org/0000-0002-5136-9823","affiliations":[{"raw_affiliation_string":"Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, United States","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046875409","display_name":"Andr\u00e9s Azuero","orcid":"https://orcid.org/0000-0001-9883-1424","observed_orcids":["https://orcid.org/0000-0001-9883-1424"]},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andres Azuero","raw_affiliation_strings":["School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597"],"raw_orcid":"https://orcid.org/0000-0001-9883-1424","affiliations":[{"raw_affiliation_string":"School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031472012","display_name":"Sally Engler","orcid":"https://orcid.org/0009-0001-8974-5492","observed_orcids":["https://orcid.org/0009-0001-8974-5492"]},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sally Engler","raw_affiliation_strings":["School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597"],"raw_orcid":"https://orcid.org/0009-0001-8974-5492","affiliations":[{"raw_affiliation_string":"School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101815397","display_name":"Sidharth Kumar","orcid":"https://orcid.org/0009-0007-0418-9962","observed_orcids":["https://orcid.org/0009-0007-0418-9962","https://orcid.org/0009-0007-2676-6548"]},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sidharth Kumar","raw_affiliation_strings":["Department of Computer Science, University of Alabama at Birmingham, Birmingham, AL, United States"],"raw_orcid":"https://orcid.org/0009-0007-0418-9962","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Alabama at Birmingham, Birmingham, AL, United States","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058089271","display_name":"Frank Puga","orcid":"https://orcid.org/0000-0002-3416-6434","observed_orcids":["https://orcid.org/0000-0002-3416-6434"]},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frank Puga","raw_affiliation_strings":["School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597"],"raw_orcid":"https://orcid.org/0000-0002-3416-6434","affiliations":[{"raw_affiliation_string":"School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032378308","display_name":"Alexi A. Wright","orcid":"https://orcid.org/0000-0002-9776-7114","observed_orcids":["https://orcid.org/0000-0002-9776-7114"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210117453","display_name":"Dana-Farber Cancer Institute","ror":"https://ror.org/02jzgtq86","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210117453"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexi A Wright","raw_affiliation_strings":["Department of Medical Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA, United States"],"raw_orcid":"https://orcid.org/0000-0002-9776-7114","affiliations":[{"raw_affiliation_string":"Department of Medical Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA, United States","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210117453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090354127","display_name":"Arif H. Kamal","orcid":"https://orcid.org/0000-0002-5235-9395","observed_orcids":["https://orcid.org/0000-0002-5235-9395"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arif Kamal","raw_affiliation_strings":["Department of Medicine, Duke University, Durham, NC, United States"],"raw_orcid":"https://orcid.org/0000-0002-5235-9395","affiliations":[{"raw_affiliation_string":"Department of Medicine, Duke University, Durham, NC, United States","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054147677","display_name":"Christine Seel Ritchie","orcid":"https://orcid.org/0000-0002-4881-9416","observed_orcids":["https://orcid.org/0000-0002-4881-9416"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine S Ritchie","raw_affiliation_strings":["Mongan Institute Center for Aging and Serious Illness, Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States"],"raw_orcid":"https://orcid.org/0000-0002-4881-9416","affiliations":[{"raw_affiliation_string":"Mongan Institute Center for Aging and Serious Illness, Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062843873","display_name":"George Demiris","orcid":"https://orcid.org/0000-0002-6318-5829","observed_orcids":["https://orcid.org/0000-0002-6318-5829"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Demiris","raw_affiliation_strings":["School of Nursing & Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States"],"raw_orcid":"https://orcid.org/0000-0002-6318-5829","affiliations":[{"raw_affiliation_string":"School of Nursing & Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068864585","display_name":"Marie Anne Bakitas","orcid":"https://orcid.org/0000-0002-2913-2053","observed_orcids":["https://orcid.org/0000-0002-2913-2053"]},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]},{"id":"https://openalex.org/I4390039250","display_name":"UAB Medicine","ror":"https://ror.org/036554539","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4390039250"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marie A Bakitas","raw_affiliation_strings":["Center for Palliative and Supportive Care, University of Alabama at Birmingham, Birmingham, AL, United States","Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States","School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597"],"raw_orcid":"https://orcid.org/0000-0002-2913-2053","affiliations":[{"raw_affiliation_string":"Center for Palliative and Supportive Care, University of Alabama at Birmingham, Birmingham, AL, United States","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States","institution_ids":["https://openalex.org/I32389192","https://openalex.org/I4390039250"]},{"raw_affiliation_string":"School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052742977","display_name":"James Nicholas Dionne-Odom","orcid":"https://orcid.org/0000-0001-6764-0254","observed_orcids":["https://orcid.org/0000-0001-6764-0254"]},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]},{"id":"https://openalex.org/I4390039250","display_name":"UAB Medicine","ror":"https://ror.org/036554539","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4390039250"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J Nicholas Odom","raw_affiliation_strings":["Center for Palliative and Supportive Care, University of Alabama at Birmingham, Birmingham, AL, United States","Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States","School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597"],"raw_orcid":"https://orcid.org/0000-0001-6764-0254","affiliations":[{"raw_affiliation_string":"Center for Palliative and Supportive Care, University of Alabama at Birmingham, Birmingham, AL, United States","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States","institution_ids":["https://openalex.org/I32389192","https://openalex.org/I4390039250"]},{"raw_affiliation_string":"School of Nursing, University of Alabama at Birmingham, 1720 2nd Avenue South, Birmingham, AL, 35294, United States, 1 205-934-7597","institution_ids":["https://openalex.org/I32389192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5052742977"],"corresponding_institution_ids":["https://openalex.org/I32389192","https://openalex.org/I4390039250"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16828479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"e59161","last_page":"e59161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.4041000008583069,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.4041000008583069,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10178","display_name":"Cancer survivorship and care","score":0.21690000593662262,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.17090000212192535,"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/smartphone-gps-data","display_name":"smartphone GPS data","score":0.7870000004768372},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"quality of life","score":0.8769999742507935},{"id":"https://openalex.org/keywords/advanced-cancer","display_name":"advanced cancer","score":0.9649999737739563},{"id":"https://openalex.org/keywords/family-caregivers","display_name":"family caregivers","score":0.9940000176429749},{"id":"https://openalex.org/keywords/digital-phenotyping","display_name":"digital phenotyping","score":0.9829999804496765},{"id":"https://openalex.org/keywords/passive-data-collection","display_name":"passive data collection","score":0.6850000023841858},{"id":"https://openalex.org/keywords/physical-health-monitoring","display_name":"physical health monitoring","score":0.6000000238418579},{"id":"https://openalex.org/keywords/mental-health-deterioration","display_name":"mental health deterioration","score":0.7720000147819519},{"id":"https://openalex.org/keywords/time-spent-at-home","display_name":"time spent at home","score":0.6050000190734863},{"id":"https://openalex.org/keywords/distance-traveled","display_name":"distance traveled","score":0.5220000147819519},{"id":"https://openalex.org/keywords/transition-time","display_name":"transition time","score":0.49799999594688416}],"concepts":[{"id":"https://openalex.org/C43169469","wikidata":"https://www.wikidata.org/wiki/Q580922","display_name":"Preprint","level":2,"score":0.9036736488342285},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5436283349990845},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.49723342061042786},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4958995282649994},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.489601194858551},{"id":"https://openalex.org/C2777895361","wikidata":"https://www.wikidata.org/wiki/Q1758614","display_name":"Longitudinal study","level":2,"score":0.46812358498573303},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.4100780785083771},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2788165807723999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25737065076828003},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17374774813652039},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.10980629920959473},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0993226170539856},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D017028","descriptor_name":"Caregivers","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D017028","descriptor_name":"Caregivers","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D040362","descriptor_name":"Geographic Information Systems","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.2196/59161","doi":"https://doi.org/10.2196/59161","is_oa":true,"landing_page_url":"https://doi.org/10.2196/59161","pdf_url":"https://formative.jmir.org/2025/1/e59161/PDF","source":{"id":"https://openalex.org/S4210234749","display_name":"JMIR Formative Research","issn_l":"2561-326X","issn":["2561-326X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","medline","norway-1","poland-20","russia-white-list-3","vabb-shw"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Formative Research","raw_type":"journal-article"},{"id":"doi:10.2196/preprints.59161","doi":"https://doi.org/10.2196/preprints.59161","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2196/preprints.59161","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:11830490","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11830490","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11830490/pdf/formative-v9-e59161.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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Form Res","raw_type":"Text"},{"id":"pmid:39924302","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39924302","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,"listed_in":[],"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":"JMIR formative research","raw_type":"Journal Article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt0x82c55w","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/0x82c55w","pdf_url":"https://escholarship.org/content/qt0x82c55w/qt0x82c55w.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"JMIR Formative Research, vol 9","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:d3aae639c4704229acaa4d1e371b85c1","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/d3aae639c4704229acaa4d1e371b85c1","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,"listed_in":[],"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":"JMIR Formative Research, Vol 9, Pp e59161-e59161 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2196/59161","doi":"https://doi.org/10.2196/59161","is_oa":true,"landing_page_url":"https://doi.org/10.2196/59161","pdf_url":"https://formative.jmir.org/2025/1/e59161/PDF","source":{"id":"https://openalex.org/S4210234749","display_name":"JMIR Formative Research","issn_l":"2561-326X","issn":["2561-326X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","medline","norway-1","poland-20","russia-white-list-3","vabb-shw"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Formative Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":1.0}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000883787","display_name":"Comprehensive Cancer Center Support Grant","funder_award_id":"P30CA013148","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320310431","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205"},{"id":"https://openalex.org/F4320312852","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67"},{"id":"https://openalex.org/F4320315738","display_name":"Cambia Health Foundation","ror":"https://ror.org/05pwsnp59"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405335430.pdf","grobid_xml":"https://content.openalex.org/works/W4405335430.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1894490285","https://openalex.org/W1995945562","https://openalex.org/W2035673419","https://openalex.org/W2059353180","https://openalex.org/W2085763013","https://openalex.org/W2093973716","https://openalex.org/W2106716710","https://openalex.org/W2107748660","https://openalex.org/W2162420979","https://openalex.org/W2164962778","https://openalex.org/W2290270843","https://openalex.org/W2314951121","https://openalex.org/W2347128633","https://openalex.org/W2392412101","https://openalex.org/W2520560270","https://openalex.org/W2524111829","https://openalex.org/W2524967876","https://openalex.org/W2589233611","https://openalex.org/W2598151547","https://openalex.org/W2619341355","https://openalex.org/W2620861064","https://openalex.org/W2745140364","https://openalex.org/W2745271281","https://openalex.org/W2794672066","https://openalex.org/W2795307842","https://openalex.org/W2809047187","https://openalex.org/W2890519628","https://openalex.org/W2915864287","https://openalex.org/W2945404821","https://openalex.org/W2965087549","https://openalex.org/W2988471173","https://openalex.org/W3049465667","https://openalex.org/W3075779592","https://openalex.org/W3093756915","https://openalex.org/W3096193634","https://openalex.org/W3110712544","https://openalex.org/W3133767088","https://openalex.org/W3173821093","https://openalex.org/W3194206756","https://openalex.org/W4230725826","https://openalex.org/W4244938456","https://openalex.org/W4293108633","https://openalex.org/W4293664196","https://openalex.org/W4298872162","https://openalex.org/W4313656140","https://openalex.org/W4315754639","https://openalex.org/W4403215847","https://openalex.org/W4406019965"],"related_works":["https://openalex.org/W4394878251","https://openalex.org/W4390079960","https://openalex.org/W4409158640","https://openalex.org/W4385432289","https://openalex.org/W2911406372","https://openalex.org/W7147554761","https://openalex.org/W4402969265","https://openalex.org/W4414311996","https://openalex.org/W4390078752","https://openalex.org/W2589549853"],"abstract_inverted_index":{"Background:":[0],"Patients":[1],"with":[2,102,118,220,229,243,257,289],"advanced":[3,103,119,290],"cancer":[4,120],"and":[5,35,59,67,87,94,100,115,134,164,176,189,203,226,250,281,287,316,323],"their":[6],"family":[7,25,98,113,285],"caregivers":[8,26,99,114,286],"often":[9],"experience":[10],"poor":[11],"quality":[12],"of":[13,24,62,65,78,191,215,305,312],"life":[14],"(QOL).":[15],"Self-report":[16],"measures":[17,137],"are":[18,47],"commonly":[19],"used":[20],"to":[21,51,233,240,248,254,261,308],"quantify":[22],"QOL":[23,53,95,135,145,202,283],"but":[27],"may":[28,55],"have":[29],"limitations":[30,58],"such":[31],"as":[32,146,275],"recall":[33],"bias":[34],"social":[36],"desirability":[37],"bias.":[38],"Variables":[39],"derived":[40],"from":[41,246],"passively":[42,270],"obtained":[43,271],"smartphone":[44,91,133,170,204,272],"GPS":[45,92,125,172,205,273],"data":[46,93,127,173,206,274],"a":[48,79,108,130,168,276],"novel":[49,277],"approach":[50,82,278],"measuring":[52],"that":[54,121],"overcome":[56],"these":[57],"enable":[60],"detection":[61],"early":[63,310],"signs":[64,311],"mental":[66,314],"physical":[68],"health":[69,315],"(PH)":[70],"deterioration.":[71],"Objective:":[72],"This":[73,106,264],"study":[74,196],"explored":[75],"the":[76,149,221,303],"feasibility":[77],"digital":[80],"phenotyping":[81],"by":[83,129,148],"assessing":[84,280],"participant":[85],"adherence":[86],"examining":[88],"correlations":[89,123,200,301],"between":[90,124,201],"levels":[96],"among":[97,284],"patients":[101,117,288],"cancer.":[104],"Methods:":[105],"was":[107,159],"secondary":[109],"analysis":[110],"involving":[111],"7":[112],"4":[116],"assessed":[122],"sensor":[126],"captured":[128],"personally":[131],"owned":[132],"self-report":[136,297],"over":[138,295],"12":[139,165],"weeks":[140],"through":[141],"linear":[142],"correlation":[143],"coefficients.":[144],"measured":[147],"Patient-Reported":[150],"Outcomes":[151],"Measurement":[152],"Information":[153],"System":[154],"(PROMIS)":[155],"Global":[156],"Health":[157],"10":[158],"collected":[160,175],"at":[161,185,237],"baseline,":[162],"6,":[163],"weeks.":[166],"Using":[167],"Beiwe":[169],"app,":[171],"were":[174,218],"processed":[177],"into":[178,268],"variables":[179],"including":[180],"total":[181,222],"distance,":[182],"time":[183,209,235,252],"spent":[184,236],"home,":[186],"transition":[187,251],"time,":[188],"number":[190],"significant":[192],"locations.":[193],"Results:":[194],"The":[195,299],"identified":[197],"relevant":[198],"temporal":[199],"across":[207],"specific":[208],"periods.":[210],"For":[211],"instance,":[212],"in":[213],"terms":[214],"PH,":[216,317],"associations":[217],"observed":[219,300],"distance":[223],"traveled":[224],"(12":[225],"13":[227],"wk,":[228,242,256],"r":[230,244,258],"ranging":[231,245,259],"0.37":[232],"0.38),":[234],"home":[238],"(-4":[239,253],"-2":[241,255],"-0.41":[247],"-0.49),":[249],"-0.38":[260],"-0.47).":[262],"Conclusions:":[263],"research":[265],"offers":[266],"insights":[267],"using":[269],"for":[279,320],"monitoring":[282],"cancer,":[291],"presenting":[292],"potential":[293,304],"advantages":[294],"traditional":[296],"measures.":[298],"underscore":[302],"this":[306],"method":[307],"detect":[309],"deteriorating":[313],"providing":[318],"opportunities":[319],"timely":[321],"intervention":[322],"support.":[324]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2024-12-13T00:00:00"}
