{"id":"https://openalex.org/W4415974164","doi":"https://doi.org/10.1016/j.procs.2025.09.264","title":"Understanding Donor Motivation through Social Constructs, Machine Learning, and Predictive Analytics: Evidence from Natural Disasters in Chile","display_name":"Understanding Donor Motivation through Social Constructs, Machine Learning, and Predictive Analytics: Evidence from Natural Disasters in Chile","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415974164","doi":"https://doi.org/10.1016/j.procs.2025.09.264"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2025.09.264","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.09.264","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2025.09.264","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075549419","display_name":"luis Y\u00e1\u00f1ez-Sandivari","orcid":"https://orcid.org/0000-0001-5794-5249"},"institutions":[{"id":"https://openalex.org/I4210122369","display_name":"Universidad Santo Tom\u00e1s","ror":"https://ror.org/02vbtzd72","country_code":"CL","type":"education","lineage":["https://openalex.org/I4210122369"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Luis Ya\u00f1ez-Sandivari","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Santo Tom\u00e1s, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Santo Tom\u00e1s, Santiago, Chile","institution_ids":["https://openalex.org/I4210122369"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sebasti\u00e1n R\u00edos P.","orcid":null},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Sebasti\u00e1n R\u00edos P.","raw_affiliation_strings":["Facultad de Ciencias F\u00edsicas y Matem\u00e1ticas, Universidad de Chile, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias F\u00edsicas y Matem\u00e1ticas, Universidad de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120285241","display_name":"Cristian Caceres N.","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122369","display_name":"Universidad Santo Tom\u00e1s","ror":"https://ror.org/02vbtzd72","country_code":"CL","type":"education","lineage":["https://openalex.org/I4210122369"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Cristian Caceres N.","raw_affiliation_strings":["Facultad de Ciencias Sociales, Universidad Santo Tom\u00e1s, Talca, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias Sociales, Universidad Santo Tom\u00e1s, Talca, Chile","institution_ids":["https://openalex.org/I4210122369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112829262","display_name":"\u0410\u0413\u0410\u041f\u0418\u0422\u041e\u0412\u0410 \u041b.\u0413. \u0410\u0413\u0410\u041f\u0418\u0422\u041e\u0412\u0410 \u041b.\u0413.","orcid":null},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Angelo Le\u00f3n G.","raw_affiliation_strings":["Facultad de Ciencias F\u00edsicas y Matem\u00e1ticas, Universidad de Chile, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias F\u00edsicas y Matem\u00e1ticas, Universidad de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075549419"],"corresponding_institution_ids":["https://openalex.org/I4210122369"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35252428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"270","issue":null,"first_page":"1428","last_page":"1437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11120","display_name":"Nonprofit Sector and Volunteering","score":0.48660001158714294,"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"}},"topics":[{"id":"https://openalex.org/T11120","display_name":"Nonprofit Sector and Volunteering","score":0.48660001158714294,"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/T10747","display_name":"Disaster Management and Resilience","score":0.04039999842643738,"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/T12735","display_name":"Blood donation and transfusion practices","score":0.038100000470876694,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prosocial-behavior","display_name":"Prosocial behavior","score":0.7020000219345093},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.6420999765396118},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6412000060081482},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.621999979019165},{"id":"https://openalex.org/keywords/psychosocial","display_name":"Psychosocial","score":0.5708000063896179},{"id":"https://openalex.org/keywords/psychological-resilience","display_name":"Psychological resilience","score":0.5680000185966492},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.4948999881744385},{"id":"https://openalex.org/keywords/multilevel-model","display_name":"Multilevel model","score":0.459199994802475}],"concepts":[{"id":"https://openalex.org/C158608086","wikidata":"https://www.wikidata.org/wiki/Q2990613","display_name":"Prosocial behavior","level":2,"score":0.7020000219345093},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.6420999765396118},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6412000060081482},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.621999979019165},{"id":"https://openalex.org/C150966472","wikidata":"https://www.wikidata.org/wiki/Q3410145","display_name":"Psychosocial","level":2,"score":0.5708000063896179},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.5680000185966492},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.4948999881744385},{"id":"https://openalex.org/C53059260","wikidata":"https://www.wikidata.org/wiki/Q374758","display_name":"Multilevel model","level":2,"score":0.459199994802475},{"id":"https://openalex.org/C2775933685","wikidata":"https://www.wikidata.org/wiki/Q1124860","display_name":"Donation","level":2,"score":0.45010000467300415},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.44519999623298645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4269999861717224},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4212000072002411},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41119998693466187},{"id":"https://openalex.org/C3018653863","wikidata":"https://www.wikidata.org/wiki/Q5281355","display_name":"Disaster response","level":3,"score":0.3434999883174896},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3375999927520752},{"id":"https://openalex.org/C125370674","wikidata":"https://www.wikidata.org/wiki/Q1527480","display_name":"Stressor","level":2,"score":0.32499998807907104},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C2778087770","wikidata":"https://www.wikidata.org/wiki/Q2297111","display_name":"Social support","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C2779501324","wikidata":"https://www.wikidata.org/wiki/Q581445","display_name":"Social vulnerability","level":3,"score":0.29249998927116394},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C110379092","wikidata":"https://www.wikidata.org/wiki/Q1571836","display_name":"Social environment","level":2,"score":0.2687000036239624},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C29985473","wikidata":"https://www.wikidata.org/wiki/Q188460","display_name":"Natural resource","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.2581999897956848},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2025.09.264","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.09.264","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2025.09.264","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.09.264","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":"https://ror.org/05btm5233"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1576661999","https://openalex.org/W1959149903","https://openalex.org/W1964119131","https://openalex.org/W2025880479","https://openalex.org/W2031553845","https://openalex.org/W2032467387","https://openalex.org/W2072500831","https://openalex.org/W2075650258","https://openalex.org/W2127569725","https://openalex.org/W2129648411","https://openalex.org/W2129915702","https://openalex.org/W2131946459","https://openalex.org/W2143452705","https://openalex.org/W2470990310","https://openalex.org/W2609686988","https://openalex.org/W2761934464","https://openalex.org/W2772983419","https://openalex.org/W2791228877","https://openalex.org/W2808695976","https://openalex.org/W2955284376","https://openalex.org/W2959411869","https://openalex.org/W2970537919","https://openalex.org/W2974939874","https://openalex.org/W3022362612","https://openalex.org/W3133995305","https://openalex.org/W4307263153","https://openalex.org/W4309370550","https://openalex.org/W4385515418","https://openalex.org/W4385754499","https://openalex.org/W4405730897"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"examines":[2],"donor":[3,82],"motivation":[4,65],"in":[5,51],"the":[6,36,93],"context":[7],"of":[8,38,95],"natural":[9],"disasters":[10],"by":[11],"integrating":[12],"psychological":[13],"constructs,":[14],"hierarchical":[15],"modeling,":[16],"and":[17,26,29,43,57,87,101,113],"predictive":[18],"analytics.":[19],"Using":[20],"structural":[21],"equation":[22],"modeling":[23],"(SEM),":[24],"multigroup":[25],"multilevel":[27],"SEM,":[28],"semi-supervised":[30,78],"latent":[31],"profile":[32],"analysis,":[33],"we":[34],"evaluated":[35],"effects":[37],"solastalgia,":[39],"resilience,":[40],"deprivation":[41],"cost,":[42],"vulnerability":[44],"on":[45],"donation":[46],"intentions":[47],"among":[48],"rural":[49],"communities":[50],"Chile.":[52],"Results":[53],"indicate":[54],"that":[55],"solastalgia":[56],"resilience":[58],"significantly":[59],"influence":[60],"prosocial":[61],"behavior,":[62],"with":[63,84],"egoistic":[64],"emerging":[66],"as":[67],"a":[68],"strong":[69],"direct":[70],"predictor.":[71],"Multilevel":[72],"analyses":[73],"confirmed":[74],"contextual":[75],"effects,":[76],"while":[77],"learning":[79],"identified":[80],"five":[81],"profiles":[83],"distinct":[85],"emotional":[86],"motivational":[88],"patterns.":[89],"The":[90],"findings":[91],"support":[92],"integration":[94],"psychosocial":[96],"constructs":[97],"into":[98],"humanitarian":[99],"logistics":[100],"offer":[102],"robust":[103],"analytical":[104],"tools":[105],"to":[106],"improve":[107],"resource":[108],"allocation,":[109],"reduce":[110],"material":[111],"convergence,":[112],"enhance":[114],"disaster":[115],"response":[116],"strategies.":[117]},"counts_by_year":[],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2025-11-06T00:00:00"}
