{"id":"https://openalex.org/W4407612296","doi":"https://doi.org/10.21608/sjsc.2025.356736.1555","title":"\u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0646\u064a\u0629 \u0627\u0644\u0634\u0631\u0627\u0621: \u062f\u0631\u0627\u0633\u0629 \u062a\u0637\u0628\u064a\u0642\u064a\u0629","display_name":"\u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0646\u064a\u0629 \u0627\u0644\u0634\u0631\u0627\u0621: \u062f\u0631\u0627\u0633\u0629 \u062a\u0637\u0628\u064a\u0642\u064a\u0629","publication_year":2025,"publication_date":"2025-02-10","ids":{"openalex":"https://openalex.org/W4407612296","doi":"https://doi.org/10.21608/sjsc.2025.356736.1555"},"language":"ar","primary_location":{"id":"doi:10.21608/sjsc.2025.356736.1555","doi":"https://doi.org/10.21608/sjsc.2025.356736.1555","is_oa":true,"landing_page_url":"https://doi.org/10.21608/sjsc.2025.356736.1555","pdf_url":null,"source":{"id":"https://openalex.org/S4210188547","display_name":"\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 (\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0648\u0641\u064a\u0629)","issn_l":"2682-387X","issn":["2682-387X","2735-4156"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 (\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0648\u0641\u064a\u0629)","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4407612296"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.21608/sjsc.2025.356736.1555","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116124479","display_name":"\u0645\u062d\u0645\u062f \u0641\u0648\u0632\u064a \u0627\u0644\u0628\u0631\u062f\u0627\u0646","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I338016083","display_name":"University of Sadat City","ror":"https://ror.org/05p2q6194","country_code":"EG","type":"education","lineage":["https://openalex.org/I338016083"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"\u0645\u062d\u0645\u062f \u0641\u0648\u0632\u064a \u0627\u0644\u0628\u0631\u062f\u0627\u0646","raw_affiliation_strings":["\u0623\u0633\u062a\u0627\u0630 \u0645\u0633\u0627\u0639\u062f \u0628\u0642\u0633\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u0629\u060c \u062c\u0627\u0645\u0639\u0629 \u0645\u062f\u064a\u0646\u0629 \u0627\u0644\u0633\u0627\u062f\u0627\u062a"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0623\u0633\u062a\u0627\u0630 \u0645\u0633\u0627\u0639\u062f \u0628\u0642\u0633\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u0629\u060c \u062c\u0627\u0645\u0639\u0629 \u0645\u062f\u064a\u0646\u0629 \u0627\u0644\u0633\u0627\u062f\u0627\u062a","institution_ids":["https://openalex.org/I338016083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053171805","display_name":"\u0637\u0644\u0639\u062a \u0623\u0633\u0639\u062f \u0639\u0628\u062f \u0627\u0644\u062d\u0645\u064a\u062f","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"\u0637\u0644\u0639\u062a \u0623\u0633\u0639\u062f \u0639\u0628\u062f \u0627\u0644\u062d\u0645\u064a\u062f","raw_affiliation_strings":["\u0623\u0633\u062a\u0627\u0630  \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u060c \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u0629\u060c \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0635\u0648\u0631\u0629"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0623\u0633\u062a\u0627\u0630  \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u060c \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u0629\u060c \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0635\u0648\u0631\u0629","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116286469","display_name":"\u0646\u0647\u0627\u0644 \u0623\u062d\u0645\u062f \u0639\u0628\u062f \u0627\u0644\u0631\u062d\u0645\u0646 \u0623\u062d\u0645\u062f","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210136523","display_name":"October High Institute For Enginnering and Technology","ror":"https://ror.org/03kn6cb12","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210136523"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"\u0646\u0647\u0627\u0644 \u0623\u062d\u0645\u062f \u0639\u0628\u062f \u0627\u0644\u0631\u062d\u0645\u0646 \u0623\u062d\u0645\u062f","raw_affiliation_strings":["\u0645\u062f\u0631\u0633 \u0645\u064f\u0633\u0627\u0639\u062f \u0628\u0642\u0633\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\n\u0645\u0639\u0647\u062f \u0623\u0643\u062a\u0648\u0628\u0631 \u0627\u0644\u0639\u0627\u0644\u064a \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0645\u062f\u0631\u0633 \u0645\u064f\u0633\u0627\u0639\u062f \u0628\u0642\u0633\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\n\u0645\u0639\u0647\u062f \u0623\u0643\u062a\u0648\u0628\u0631 \u0627\u0644\u0639\u0627\u0644\u064a \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627","institution_ids":["https://openalex.org/I4210136523"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"0","issue":"0","first_page":"0","last_page":"0"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.9038000106811523,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.9038000106811523,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13169","display_name":"Consumer Perception and Purchasing Behavior","score":0.042899999767541885,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14244","display_name":"Consumer Behavior and Marketing Influence","score":0.028200000524520874,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/brand-personality","display_name":"brand personality","score":1.0},{"id":"https://openalex.org/keywords/purchase-intention","display_name":"purchase intention","score":0.9789999723434448},{"id":"https://openalex.org/keywords/brand-credibility","display_name":"brand credibility","score":0.5640000104904175},{"id":"https://openalex.org/keywords/repurchase-intention","display_name":"repurchase intention","score":0.9520000219345093},{"id":"https://openalex.org/keywords/cosmetics","display_name":"cosmetics","score":0.6570000052452087},{"id":"https://openalex.org/keywords/consumer-behavior","display_name":"consumer behavior","score":0.7070000171661377},{"id":"https://openalex.org/keywords/egyptian-consumers","display_name":"Egyptian consumers","score":0.6800000071525574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2597627639770508}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21608/sjsc.2025.356736.1555","doi":"https://doi.org/10.21608/sjsc.2025.356736.1555","is_oa":true,"landing_page_url":"https://doi.org/10.21608/sjsc.2025.356736.1555","pdf_url":null,"source":{"id":"https://openalex.org/S4210188547","display_name":"\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 (\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0648\u0641\u064a\u0629)","issn_l":"2682-387X","issn":["2682-387X","2735-4156"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 (\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0648\u0641\u064a\u0629)","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:67139f1751ef40f8b60050ca95a5feb4","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/67139f1751ef40f8b60050ca95a5feb4","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":"\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0648\u0641\u064a\u0629, Vol 57, Iss 2, Pp 799-822 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.21608/sjsc.2025.356736.1555","doi":"https://doi.org/10.21608/sjsc.2025.356736.1555","is_oa":true,"landing_page_url":"https://doi.org/10.21608/sjsc.2025.356736.1555","pdf_url":null,"source":{"id":"https://openalex.org/S4210188547","display_name":"\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 (\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0648\u0641\u064a\u0629)","issn_l":"2682-387X","issn":["2682-387X","2735-4156"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 (\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0646\u0648\u0641\u064a\u0629)","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6928702015","https://openalex.org/W4407078545","https://openalex.org/W4387660522","https://openalex.org/W3011185258","https://openalex.org/W3026094721","https://openalex.org/W2980425564","https://openalex.org/W7218019499","https://openalex.org/W3128824102","https://openalex.org/W1495774194","https://openalex.org/W4206692126"],"abstract_inverted_index":{"\u0647\u062f\u0641":[0],"\u0627\u0644\u0628\u062d\u062b":[1,43,74,115],"\u0627\u0644\u062d\u0627\u0644\u064a":[2],"\u0625\u0644\u064a":[3],"\u062a\u062d\u062f\u064a\u062f":[4],"\u0627\u0644\u0639\u0644\u0627\u0642\u0629":[5],"\u0628\u064a\u0646":[6,85],"\u0634\u062e\u0635\u064a\u0629":[7,98],"\u0627\u0644\u0639\u0644\u0627\u0645\u0629":[8,87,99,102,106],"\u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629":[9,88,100,103],"\u0648\u0646\u064a\u0629":[10,89,108],"\u0627\u0644\u0634\u0631\u0627\u0621":[11,131,140],"\u0644\u062f\u0649":[12,132],"\u0639\u0645\u0644\u0627\u0621":[13,29,133],"\u0634\u0631\u0643\u0627\u062a":[14,30,134],"\u0645\u0633\u062a\u062d\u0636\u0631\u0627\u062a":[15,31,135],"\u0627\u0644\u062a\u062c\u0645\u064a\u0644\u060c":[16],"\u0648\u062a\u0645":[17,38],"\u0625\u0639\u062f\u0627\u062f":[18],"\u0642\u0627\u0626\u0645\u0629":[19],"\u0627\u0633\u062a\u0642\u0635\u0627\u0621":[20],"\u0648\u062a\u0635\u0645\u064a\u0645\u0647\u0627":[21],"\u0648\u062a\u0648\u0632\u064a\u0639\u0647\u0627":[22],"\u0639\u0644\u0649":[23,55,68],"\u0639\u064a\u0646\u0629":[24],"\u0642\u0648\u0627\u0645\u0647\u0627":[25],"396":[26,183],"\u0645\u0641\u0631\u062f\u0629":[27],"\u0645\u0646":[28,46,124],"\u0627\u0644\u062a\u062c\u0645\u064a\u0644":[32,136],"\u0641\u064a":[33],"\u0645\u0635\u0631":[34],"\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645":[35,44,61],"Google":[36,175],"Form.":[37],"\u0625\u062c\u0631\u0627\u0621":[39],"\u0627\u0644\u062a\u062d\u0644\u064a\u0644":[40],"\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a":[41],"\u0644\u0628\u064a\u0627\u0646\u0627\u062a":[42],"\u0639\u062f\u062f":[45],"\u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628":[47],"\u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a":[48],"\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629":[49],"\u0627\u0644\u0645\u0644\u0627\u0626\u0645\u0629":[50],"\u0644\u0637\u0628\u064a\u0639\u0629":[51],"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c":[52],"\u0648\u0627\u0639\u062a\u0645\u062f":[53],"\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646":[54],"\u0623\u0633\u0644\u0648\u0628":[56],"\u062a\u062d\u0644\u064a\u0644":[57],"\u0627\u0644\u0645\u0633\u0627\u0631":[58],"\u0644\u0627\u062e\u062a\u0628\u0627\u0631":[59],"\u0627\u0644\u0641\u0631\u0648\u0636":[60],"\u0628\u0631\u0646\u0627\u0645\u062c":[62],"(Warp":[63],"PLS.6)":[64],"\u0648\u064a\u0639\u062a\u0645\u062f":[65],"\u0647\u0630\u0627":[66],"\u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c":[67],"\u0646\u0645\u0648\u0630\u062c\u064a\u0646":[69],"\u0648\u0647\u0645\u0627":[70],"\u0627\u0644\u0642\u064a\u0627\u0633\u064a":[71],"\u0648\u0627\u0644\u0647\u064a\u0643\u0644\u064a.":[72],"\u0648\u062a\u0648\u0635\u0644":[73],"\u0625\u0644\u0649":[75,122],"\u0639\u062f\u0629":[76],"\u0646\u062a\u0627\u0626\u062c":[77,114],"\u0643\u0627\u0646":[78],"\u0623\u0647\u0645\u0647\u0627:":[79],"\u0648\u062c\u0648\u062f":[80,92],"\u0639\u0644\u0627\u0642\u0629":[81,93],"\u0630\u0627\u062a":[82,94],"\u062f\u0644\u0627\u0644\u0629":[83,95],"\u0625\u062d\u0635\u0627\u0626\u064a\u0629":[84,96],"\u0625\u062b\u0627\u0631":[86],"\u0627\u0644\u0634\u0631\u0627\u0621\u060c":[90],"\u0648\u0643\u0630\u0644\u0643":[91],"\u0644\u0623\u0628\u0639\u0627\u062f":[97],"(\u0645\u0635\u062f\u0627\u0642\u064a\u0629":[101],"-":[104],"\u0625\u062b\u0627\u0631\u0629":[105],"\u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629)":[107],"\u0625\u0639\u0627\u062f\u0629":[109,139],"\u0627\u0644\u0634\u0631\u0627\u0621.":[110],"\u0648\u0645\u0646":[111],"\u062e\u0644\u0627\u0644":[112],"\u0645\u0646\u0627\u0642\u0634\u0629":[113],"\u0627\u0644\u062a\u064a":[116,126],"\u062a\u0645":[117],"\u0627\u0644\u062a\u0648\u0635\u0644":[118,121],"\u0625\u0644\u064a\u0647\u0627":[119],"\u0623\u0645\u0643\u0646":[120],"\u0645\u062c\u0645\u0648\u0639\u0629":[123],"\u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a":[125],"\u064a\u0645\u0643\u0646":[127],"\u0623\u0646":[128],"\u062a\u064f\u062d\u0641\u0632":[129],"\u0646\u064a\u0629":[130],"\u0648\u062f\u0641\u0639\u0647\u0645":[137],"\u0646\u062d\u0648":[138],"\u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.":[141],"The":[142,170,212],"Aim":[143],"of":[144,161,182,191,200,209,218],"the":[145,151,154,158,192,207,210,216,225],"Current":[146],"Research":[147],"is":[148,231],"to":[149,179,206,221],"determine":[150],"relationship":[152],"between":[153],"brand":[155],"personality":[156],"and":[157,177,203,238],"purchase":[159],"intention":[160],"cosmetic":[162,185],"company":[163,186],"customers.":[164],"a":[165,180,198],"survey":[166],"list":[167,171],"was":[168,172,195],"prepared.":[169],"designed":[173],"using":[174,197,224],"Form":[176],"distributed":[178],"sample":[181],"individual":[184],"customers":[187],"in":[188],"Egypt.statistical":[189],"analysis":[190,220],"research":[193],"data":[194],"conducted":[196],"number":[199],"statistical":[201],"methods":[202],"tests":[204],"appropriate":[205],"nature":[208],"data.":[211],"researchers":[213],"relied":[214],"on":[215,233],"method":[217],"path":[219],"test":[222],"hypotheses":[223],"Warp":[226],"PLS":[227],"program.6)":[228],"this":[229],"program":[230],"based":[232],"two":[234],"models":[235],"namely":[236],"Standard":[237],"structural.":[239]},"counts_by_year":[],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2025-02-17T00:00:00"}
