{"id":"https://openalex.org/W2955999210","doi":"https://doi.org/10.1007/s10796-019-09928-8","title":"Leveraging Data Analytics for Behavioral Research","display_name":"Leveraging Data Analytics for Behavioral Research","publication_year":2019,"publication_date":"2019-06-07","ids":{"openalex":"https://openalex.org/W2955999210","doi":"https://doi.org/10.1007/s10796-019-09928-8","mag":"2955999210"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-019-09928-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-019-09928-8","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-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/A5058486700","display_name":"Luvai Motiwalla","orcid":null},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Luvai Motiwalla","raw_affiliation_strings":["Department of Operations & Information Systems, Manning School of Business, University of Massachusetts Lowell, Lowell, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Operations & Information Systems, Manning School of Business, University of Massachusetts Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085555688","display_name":"Amit V. Deokar","orcid":"https://orcid.org/0000-0002-4869-9872"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit V. Deokar","raw_affiliation_strings":["Department of Operations & Information Systems, Manning School of Business, University of Massachusetts Lowell, Lowell, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Operations & Information Systems, Manning School of Business, University of Massachusetts Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051295502","display_name":"Surendra Sarnikar","orcid":"https://orcid.org/0000-0002-3808-5850"},"institutions":[{"id":"https://openalex.org/I184813773","display_name":"California State University, East Bay","ror":"https://ror.org/04jaeba88","country_code":"US","type":"education","lineage":["https://openalex.org/I184813773"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Surendra Sarnikar","raw_affiliation_strings":["Department of Management, College of Business and Economics, California State University East Bay, Hayward, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Management, College of Business and Economics, California State University East Bay, Hayward, CA, USA","institution_ids":["https://openalex.org/I184813773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050626926","display_name":"Angelika Dimoka","orcid":"https://orcid.org/0000-0002-4477-7175"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angelika Dimoka","raw_affiliation_strings":["Department of Management Information Systems, Fox School of Business, Temple University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Fox School of Business, Temple University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058486700"],"corresponding_institution_ids":["https://openalex.org/I133738476"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":4.8396,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.96201267,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"4","first_page":"735","last_page":"742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9825999736785889,"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":0.9750999808311462,"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/data-science","display_name":"Data science","score":0.8020250797271729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.736606240272522},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6913583278656006},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6524561643600464},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5831468105316162},{"id":"https://openalex.org/keywords/extant-taxon","display_name":"Extant taxon","score":0.5270788073539734},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.512563943862915},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5117985606193542},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.41858065128326416},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17112529277801514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1426464319229126}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.8020250797271729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736606240272522},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6913583278656006},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6524561643600464},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5831468105316162},{"id":"https://openalex.org/C178300618","wikidata":"https://www.wikidata.org/wiki/Q1898509","display_name":"Extant taxon","level":2,"score":0.5270788073539734},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.512563943862915},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5117985606193542},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.41858065128326416},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17112529277801514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1426464319229126},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10796-019-09928-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-019-09928-8","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:21:y:2019:i:4:d:10.1007_s10796-019-09928-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-019-09928-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1966503997","https://openalex.org/W2004667937","https://openalex.org/W2063942663","https://openalex.org/W2069044326","https://openalex.org/W2102995204","https://openalex.org/W2118417438","https://openalex.org/W2160327429","https://openalex.org/W2160887917","https://openalex.org/W2258542398","https://openalex.org/W2284729062","https://openalex.org/W2284916459","https://openalex.org/W2304640842","https://openalex.org/W2517407755","https://openalex.org/W2520289586","https://openalex.org/W2563585333","https://openalex.org/W2584419678","https://openalex.org/W2586885238","https://openalex.org/W2593681087","https://openalex.org/W2604386741","https://openalex.org/W2612662433","https://openalex.org/W2619137946","https://openalex.org/W2619573303","https://openalex.org/W2621621268","https://openalex.org/W2784280741","https://openalex.org/W2792471039","https://openalex.org/W2793787528","https://openalex.org/W2794364213","https://openalex.org/W2803959066","https://openalex.org/W2808102210","https://openalex.org/W2808943289","https://openalex.org/W2886832394","https://openalex.org/W2888134233","https://openalex.org/W2896290558","https://openalex.org/W2896648383","https://openalex.org/W2904443748","https://openalex.org/W2908395583","https://openalex.org/W2908461145","https://openalex.org/W2913694004","https://openalex.org/W2914562313","https://openalex.org/W2918378401"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W2999186374"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
