{"id":"https://openalex.org/W1528555758","doi":"https://doi.org/10.1109/acc.2015.7172261","title":"A system identification approach for improving behavioral interventions based on Social Cognitive Theory","display_name":"A system identification approach for improving behavioral interventions based on Social Cognitive Theory","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1528555758","doi":"https://doi.org/10.1109/acc.2015.7172261","mag":"1528555758"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7172261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7172261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014121970","display_name":"C\u00e9sar A. Mart\u00edn","orcid":"https://orcid.org/0000-0002-9071-5303"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]},{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["EC","US"],"is_corresponding":true,"raw_author_name":"Cesar A. Martin","raw_affiliation_strings":["Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ, USA","Escuela Superior Polit\u00e9cnica del Litoral, Facultad de Ingenier\u00eda en Electricidad y Computaci\u00f3n Campus, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Escuela Superior Polit\u00e9cnica del Litoral, Facultad de Ingenier\u00eda en Electricidad y Computaci\u00f3n Campus, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056116996","display_name":"Sunil Deshpande","orcid":"https://orcid.org/0000-0003-2613-4966"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunil Deshpande","raw_affiliation_strings":["Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078089549","display_name":"Eric B. Hekler","orcid":"https://orcid.org/0000-0002-7434-0775"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric B. Hekler","raw_affiliation_strings":["School of Nutrition and Health Promotion, Arizona State University, Phoenix, AZ, USA"],"affiliations":[{"raw_affiliation_string":"School of Nutrition and Health Promotion, Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067879371","display_name":"Daniel E. Rivera","orcid":"https://orcid.org/0000-0002-3141-0577"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel E. Rivera","raw_affiliation_strings":["Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014121970"],"corresponding_institution_ids":["https://openalex.org/I2135383","https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":3.6356,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.92751353,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5878","last_page":"5883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9807999730110168,"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/T11542","display_name":"Behavioral Health and Interventions","score":0.9807999730110168,"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/T13283","display_name":"Mental Health Research Topics","score":0.9611999988555908,"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"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9003999829292297,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7609559297561646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6496695280075073},{"id":"https://openalex.org/keywords/social-cognitive-theory","display_name":"Social cognitive theory","score":0.6427428722381592},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5913499593734741},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5581162571907043},{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.5533721446990967},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.48155477643013},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"Behavioral modeling","score":0.47653183341026306},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4580155909061432},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.4532533288002014},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.4480644464492798},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4462409019470215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39193153381347656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3703964054584503},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32869821786880493},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18889009952545166},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16752058267593384}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7609559297561646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496695280075073},{"id":"https://openalex.org/C14564219","wikidata":"https://www.wikidata.org/wiki/Q383646","display_name":"Social cognitive theory","level":2,"score":0.6427428722381592},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5913499593734741},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5581162571907043},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.5533721446990967},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.48155477643013},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.47653183341026306},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4580155909061432},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4532533288002014},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.4480644464492798},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4462409019470215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39193153381347656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3703964054584503},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32869821786880493},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18889009952545166},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16752058267593384},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2015.7172261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7172261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.699999988079071,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309835","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40"},{"id":"https://openalex.org/F4320314742","display_name":"Virginia G. Piper Charitable Trust","ror":"https://ror.org/02zkjpt31"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W178056938","https://openalex.org/W1965324089","https://openalex.org/W1979672587","https://openalex.org/W1987543638","https://openalex.org/W2004383878","https://openalex.org/W2011899145","https://openalex.org/W2011946574","https://openalex.org/W2015658492","https://openalex.org/W2019449247","https://openalex.org/W2075881498","https://openalex.org/W2078960587","https://openalex.org/W2089634059","https://openalex.org/W2098667370","https://openalex.org/W2110316735","https://openalex.org/W2134049139","https://openalex.org/W2139226057","https://openalex.org/W2536620281","https://openalex.org/W3151316411","https://openalex.org/W4292808503","https://openalex.org/W6645508605","https://openalex.org/W6654377692"],"related_works":["https://openalex.org/W3157260717","https://openalex.org/W1989929201","https://openalex.org/W2735645867","https://openalex.org/W2963498005","https://openalex.org/W2328171598","https://openalex.org/W4210372979","https://openalex.org/W4318480255","https://openalex.org/W2806578822","https://openalex.org/W4254922057","https://openalex.org/W2991009317"],"abstract_inverted_index":{"Mobile":[0],"and":[1,13,122],"wireless":[2],"health":[3],"(mHealth)":[4],"interventions":[5,62,79],"offer":[6],"the":[7,88,91,111,134,143],"opportunity":[8],"for":[9,61],"applying":[10],"control":[11],"engineering":[12],"system":[14,53],"identification":[15,54],"concepts":[16],"in":[17,36,58],"behavioral":[18,120],"change":[19],"settings.":[20],"Social":[21],"Cognitive":[22],"Theory":[23],"provides":[24],"a":[25,45,51,97,105,118,129],"recognized":[26],"theoretical":[27],"framework":[28],"that":[29,72,127],"can":[30],"be":[31],"applied":[32],"to":[33,83,109,116,123,141],"explain":[34],"changes":[35],"behavior":[37],"over":[38],"time.":[39],"Based":[40,93],"on":[41,74,94],"earlier":[42],"work":[43],"describing":[44],"dynamical":[46],"model":[47],"of":[48,90,133],"this":[49,59],"theory,":[50],"semi-physical":[52],"approach":[55],"is":[56,80,101,139],"developed":[57,102],"paper":[60],"associated":[63],"with":[64],"improving":[65],"physical":[66],"activity.":[67],"An":[68],"initial":[69],"informative":[70],"experiment":[71,100],"relies":[73],"prior":[75],"knowledge":[76],"from":[77],"similar":[78],"first":[81],"designed":[82],"obtain":[84],"basic":[85],"insights":[86],"regarding":[87],"dynamics":[89],"system.":[92],"these":[95],"results":[96],"second,":[98],"optimized":[99],"which":[103],"solves":[104],"constrained":[106],"optimization":[107],"problem":[108],"find":[110],"intervention":[112],"component":[113],"profiles":[114],"needed":[115],"mirror":[117],"desired":[119],"pattern":[121],"provide":[124],"sufficient":[125],"information":[126],"allows":[128],"more":[130],"precise":[131],"estimation":[132],"parameters.":[135],"A":[136],"simulation":[137],"study":[138],"presented":[140],"illustrate":[142],"design":[144],"procedure.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
