{"id":"https://openalex.org/W4308203774","doi":"https://doi.org/10.1007/s10639-022-11379-9","title":"Analysing moderators and critical factors that affect early childhood education with the usage of touchscreen contrivances: A hybrid fuzzy AHP\u2014fuzzy TOPSIS approach","display_name":"Analysing moderators and critical factors that affect early childhood education with the usage of touchscreen contrivances: A hybrid fuzzy AHP\u2014fuzzy TOPSIS approach","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4308203774","doi":"https://doi.org/10.1007/s10639-022-11379-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-022-11379-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-022-11379-9","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","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/A5024147005","display_name":"Vinay Kukreja","orcid":"https://orcid.org/0000-0002-9760-0824"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Kukreja","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082259162","display_name":"Anuj Kumar Jain","orcid":"https://orcid.org/0000-0002-7541-342X"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anuj Kumar Jain","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085144343","display_name":"Amitoj Singh","orcid":"https://orcid.org/0000-0002-5884-3145"},"institutions":[{"id":"https://openalex.org/I165682329","display_name":"Guru Nanak Dev University","ror":"https://ror.org/05ghzpa93","country_code":"IN","type":"education","lineage":["https://openalex.org/I165682329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amitoj Singh","raw_affiliation_strings":["School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala, Punjab, India","School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala, Punjab, India","institution_ids":["https://openalex.org/I165682329"]},{"raw_affiliation_string":"School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala, India","institution_ids":["https://openalex.org/I165682329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089832975","display_name":"Rajesh Kumar Kaushal","orcid":null},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Kumar Kaushal","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021195255","display_name":"Arun Aggarwal","orcid":"https://orcid.org/0000-0003-3986-188X"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Arun Aggarwal","raw_affiliation_strings":["Chitkara Business School, Chitkara University, Rajpura, Punjab, India","Chitkara Business School, Chitkara University, Rajpura, India"],"raw_orcid":"https://orcid.org/0000-0003-3986-188X","affiliations":[{"raw_affiliation_string":"Chitkara Business School, Chitkara University, Rajpura, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Chitkara Business School, Chitkara University, Rajpura, India","institution_ids":["https://openalex.org/I74319210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021195255"],"corresponding_institution_ids":["https://openalex.org/I74319210"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":17.8813,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.99316952,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"28","issue":"5","first_page":"5621","last_page":"5650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12060","display_name":"Child Development and Digital Technology","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T12060","display_name":"Child Development and Digital Technology","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T11370","display_name":"Mobile Learning in Education","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14462","display_name":"Educational Methods and Impacts","score":0.95169997215271,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.6032897233963013},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5246838927268982},{"id":"https://openalex.org/keywords/early-childhood-education","display_name":"Early childhood education","score":0.5234488844871521},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5087106823921204},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4901140630245209},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.4595450758934021},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3810393810272217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35931891202926636},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.35033106803894043},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3350067734718323},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3319941759109497},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.3305007815361023},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2977927327156067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24504831433296204},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.1409822404384613}],"concepts":[{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.6032897233963013},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5246838927268982},{"id":"https://openalex.org/C178229462","wikidata":"https://www.wikidata.org/wiki/Q1472221","display_name":"Early childhood education","level":2,"score":0.5234488844871521},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5087106823921204},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4901140630245209},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.4595450758934021},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3810393810272217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35931891202926636},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.35033106803894043},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3350067734718323},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3319941759109497},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3305007815361023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2977927327156067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24504831433296204},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.1409822404384613},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-022-11379-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-022-11379-9","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W113778712","https://openalex.org/W820890112","https://openalex.org/W888929092","https://openalex.org/W1982672991","https://openalex.org/W1985430464","https://openalex.org/W1992529909","https://openalex.org/W2059536960","https://openalex.org/W2079859995","https://openalex.org/W2087170196","https://openalex.org/W2137006329","https://openalex.org/W2179864129","https://openalex.org/W2266315496","https://openalex.org/W2268224898","https://openalex.org/W2278657791","https://openalex.org/W2293707916","https://openalex.org/W2335885897","https://openalex.org/W2486585179","https://openalex.org/W2506768821","https://openalex.org/W2519900560","https://openalex.org/W2528971282","https://openalex.org/W2549391829","https://openalex.org/W2556825100","https://openalex.org/W2560634889","https://openalex.org/W2560677981","https://openalex.org/W2570095595","https://openalex.org/W2590706060","https://openalex.org/W2612404090","https://openalex.org/W2738232956","https://openalex.org/W2792598011","https://openalex.org/W2887202281","https://openalex.org/W2901133472","https://openalex.org/W2903682636","https://openalex.org/W2911709124","https://openalex.org/W2944278499","https://openalex.org/W2959031307","https://openalex.org/W2971523030","https://openalex.org/W2980533134","https://openalex.org/W2984573173","https://openalex.org/W2996713127","https://openalex.org/W2998163240","https://openalex.org/W3010904316","https://openalex.org/W3010995176","https://openalex.org/W3021852347","https://openalex.org/W3036424544","https://openalex.org/W3038332556","https://openalex.org/W3087445004","https://openalex.org/W3095415219","https://openalex.org/W3111107836","https://openalex.org/W3126602523","https://openalex.org/W3129229289","https://openalex.org/W3134177416","https://openalex.org/W3146501634","https://openalex.org/W3158050151","https://openalex.org/W3182425919","https://openalex.org/W3185388342","https://openalex.org/W3195446918","https://openalex.org/W3198422288","https://openalex.org/W4213090748","https://openalex.org/W4213111414","https://openalex.org/W4214836448","https://openalex.org/W4220672006","https://openalex.org/W4220967317","https://openalex.org/W4223965628","https://openalex.org/W4224301470","https://openalex.org/W4283035063","https://openalex.org/W4283322702"],"related_works":["https://openalex.org/W2073050111","https://openalex.org/W3093710306","https://openalex.org/W750217911","https://openalex.org/W2740268725","https://openalex.org/W1517021018","https://openalex.org/W4206949499","https://openalex.org/W4318028252","https://openalex.org/W4360895365","https://openalex.org/W2296969234","https://openalex.org/W4226254121"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":10}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}