{"id":"https://openalex.org/W4384661557","doi":"https://doi.org/10.1145/3573051.3593379","title":"M-Powering Teachers: Natural Language Processing Powered Feedback Improves 1:1 Instruction and Student Outcomes","display_name":"M-Powering Teachers: Natural Language Processing Powered Feedback Improves 1:1 Instruction and Student Outcomes","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384661557","doi":"https://doi.org/10.1145/3573051.3593379"},"language":"en","primary_location":{"id":"doi:10.1145/3573051.3593379","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3573051.3593379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM Conference on Learning @ Scale","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/A5052171928","display_name":"Dorottya Demszky","orcid":"https://orcid.org/0000-0002-6759-9367"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dorottya Demszky","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6759-9367","affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038517767","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-9918-8642"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-9918-8642","affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052171928"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":9.3406,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98356977,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10162","display_name":"Online and Blended Learning","score":0.9891999959945679,"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/T11122","display_name":"Online Learning and Analytics","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6639909148216248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6295152902603149},{"id":"https://openalex.org/keywords/mentorship","display_name":"Mentorship","score":0.603769838809967},{"id":"https://openalex.org/keywords/dialogic","display_name":"Dialogic","score":0.49496811628341675},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.47995972633361816},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4474032521247864},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42255374789237976},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.42020875215530396},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39289766550064087},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3091827929019928},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.2600992023944855},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12801453471183777}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6639909148216248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6295152902603149},{"id":"https://openalex.org/C2776535583","wikidata":"https://www.wikidata.org/wiki/Q967647","display_name":"Mentorship","level":2,"score":0.603769838809967},{"id":"https://openalex.org/C2778679518","wikidata":"https://www.wikidata.org/wiki/Q3025969","display_name":"Dialogic","level":2,"score":0.49496811628341675},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.47995972633361816},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4474032521247864},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42255374789237976},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.42020875215530396},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39289766550064087},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3091827929019928},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.2600992023944855},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12801453471183777},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3573051.3593379","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3573051.3593379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"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":17,"referenced_works":["https://openalex.org/W2003157388","https://openalex.org/W2006266892","https://openalex.org/W2048227447","https://openalex.org/W2107503928","https://openalex.org/W2107565479","https://openalex.org/W2108034422","https://openalex.org/W2151079979","https://openalex.org/W2591899174","https://openalex.org/W2788534938","https://openalex.org/W2800202901","https://openalex.org/W2809787282","https://openalex.org/W2916269649","https://openalex.org/W3005864768","https://openalex.org/W3028958483","https://openalex.org/W3175339114","https://openalex.org/W4205948992","https://openalex.org/W4254373586"],"related_works":["https://openalex.org/W2778988436","https://openalex.org/W4388134124","https://openalex.org/W776058294","https://openalex.org/W3201027058","https://openalex.org/W2312471814","https://openalex.org/W2790336230","https://openalex.org/W3098671446","https://openalex.org/W2980274995","https://openalex.org/W4394805096","https://openalex.org/W4253892317"],"abstract_inverted_index":{"Although":[0],"learners":[1],"are":[2],"being":[3],"connected":[4],"1:1":[5,60],"with":[6,112],"instructors":[7,15,40],"at":[8],"an":[9,30],"increasing":[10],"scale,":[11],"most":[12],"of":[13,49,85,97],"these":[14],"do":[16],"not":[17],"receive":[18],"effective,":[19],"consistent":[20],"feedback":[21,41,87,135],"to":[22,38,81],"help":[23],"them":[24],"improve.":[25],"We":[26,64,89],"deployed":[27],"M-Powering":[28],"Teachers,":[29],"automated":[31,134],"tool":[32],"based":[33],"on":[34,42,70],"natural":[35],"language":[36],"processing":[37],"give":[39],"dialogic":[43],"instructional":[44],"practices":[45,56],"---including":[46],"their":[47,103,118,122],"uptake":[48,96],"student":[50,98],"contributions,":[51],"talk":[52,104],"time":[53,105],"and":[54,108,132,139],"questioning":[55],"---":[57],"in":[58,141],"a":[59,66,72],"online":[61,142],"learning":[62,140],"context.":[63],"conducted":[65],"randomized":[67],"controlled":[68],"trial":[69],"Polygence,":[71],"research":[73],"mentorship":[74],"platform":[75],"for":[76],"high":[77],"schoolers":[78],"(n=414":[79],"mentors)":[80],"evaluate":[82],"the":[83,86,92,113],"effectiveness":[84],"tool.":[88],"find":[90],"that":[91,130],"intervention":[93],"improved":[94,109],"mentors'":[95],"contributions":[99],"by":[100,106],"10%,":[101],"reduced":[102],"5%":[107],"student's":[110],"experience":[111],"program":[114],"as":[115,117],"well":[116],"relative":[119],"optimism":[120],"about":[121],"academic":[123],"future.":[124],"These":[125],"results":[126],"corroborate":[127],"existing":[128],"evidence":[129],"scalable":[131],"low-cost":[133],"can":[136],"improve":[137],"instruction":[138],"educational":[143],"contexts.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}