Comparing Traditional Instructional Methods to ChatGPT: A Comprehensive Analysis

In today's educational landscape, shaped by rapid technological advancements, this study addresses the pertinent issue of inclusion of artificial intelligence (AI) in mathematics education. The focus is specifically on the utilization of ChatGPT, an AI-driven tool, to enhance the comprehension...

Full description

Saved in:
Bibliographic Details
Published inJournal of Engineering Education Transformations Vol. 37; no. IS2; pp. 612 - 620
Main Authors B, Ramprakash, B, Surya Devi, G, Dr. Nithyakala, K, Bhumika, S, Avanthika
Format Journal Article
LanguageEnglish
Published 01.01.2024
Online AccessGet full text
ISSN2349-2473
2394-1707
0971-5843
2394-1707
DOI10.16920/jeet/2024/v37is2/24095

Cover

Abstract In today's educational landscape, shaped by rapid technological advancements, this study addresses the pertinent issue of inclusion of artificial intelligence (AI) in mathematics education. The focus is specifically on the utilization of ChatGPT, an AI-driven tool, to enhance the comprehension of differentiation and integration concepts among students. The contemporary educational context emphasizes the significance of AI in transforming learning experiences. However, the practical implications of AI implementation remain a subject of inquiry and exploration. This study seeks to bridge the gap between the potential of AI and its actual impact on learning outcomes. This research engages a comprehensive approach, involving both a survey and a subsequent post-test assessment. The survey phase aims to capture the viewpoints of students, regarding their preferences and experiences with traditional versus AI-driven problem-solving methods. Subsequently, the post-test evaluation seeks to measure the efficacy of ChatGPT. Participants found the AI tool particularly useful for clarifying complex concepts and providing immediate solutions. However, some students also expressed a preference for the personalized interaction and contextual explanations that human instructors offer. The findings suggest that while AI assistance has its merits, a balanced approach that integrates human expertise and AI support can potentially create a more comprehensive learning experience. Keywords—ChatGPT, Artificial Intelligence, Differentiation, Integration
AbstractList In today's educational landscape, shaped by rapid technological advancements, this study addresses the pertinent issue of inclusion of artificial intelligence (AI) in mathematics education. The focus is specifically on the utilization of ChatGPT, an AI-driven tool, to enhance the comprehension of differentiation and integration concepts among students. The contemporary educational context emphasizes the significance of AI in transforming learning experiences. However, the practical implications of AI implementation remain a subject of inquiry and exploration. This study seeks to bridge the gap between the potential of AI and its actual impact on learning outcomes. This research engages a comprehensive approach, involving both a survey and a subsequent post-test assessment. The survey phase aims to capture the viewpoints of students, regarding their preferences and experiences with traditional versus AI-driven problem-solving methods. Subsequently, the post-test evaluation seeks to measure the efficacy of ChatGPT. Participants found the AI tool particularly useful for clarifying complex concepts and providing immediate solutions. However, some students also expressed a preference for the personalized interaction and contextual explanations that human instructors offer. The findings suggest that while AI assistance has its merits, a balanced approach that integrates human expertise and AI support can potentially create a more comprehensive learning experience. Keywords—ChatGPT, Artificial Intelligence, Differentiation, Integration
Author K, Bhumika
G, Dr. Nithyakala
B, Ramprakash
B, Surya Devi
S, Avanthika
Author_xml – sequence: 1
  givenname: Ramprakash
  surname: B
  fullname: B, Ramprakash
– sequence: 2
  givenname: Surya Devi
  surname: B
  fullname: B, Surya Devi
– sequence: 3
  givenname: Dr. Nithyakala
  surname: G
  fullname: G, Dr. Nithyakala
– sequence: 4
  givenname: Bhumika
  surname: K
  fullname: K, Bhumika
– sequence: 5
  givenname: Avanthika
  surname: S
  fullname: S, Avanthika
BookMark eNqNkM1OwkAUhScGExF5BucFamdu54dxRxpFEowscN3ctlMZU6Zkpmh4eynwAK7uucn5zuK7JyPfeUvII2dPXBlg6be1fQoMRPqTaRchBcGMvCFjyIxIuGZ6NGRhEhA6uyPTGF3JJGg2A6XHZJ13uz0G57_oJmDtetd5bOnSxz4cquv3bvttV0fadzTfYr9Yb57pnA5ksFvro_uxdH4qHqOLD-S2wTba6fVOyOfryyZ_S1Yfi2U-XyUVV1omKuNYMSh1aVGVgkldakQwcoa6AZCmrhuoMsEtbxqtLAhUKEtmDDdWqjKbkNll9-D3ePzFti32we0wHAvOirOcYpBTDHKKi5ziLOeE6gtahS7GYJt_k39BQ262
ContentType Journal Article
CorporateAuthor Department of Applied Mathematics and Computational Sciences, Thiagarajar College of Engineering, Madurai 625015, Tamil Nadu, India
CorporateAuthor_xml – name: Department of Applied Mathematics and Computational Sciences, Thiagarajar College of Engineering, Madurai 625015, Tamil Nadu, India
DBID AAYXX
CITATION
ADTOC
UNPAY
DOI 10.16920/jeet/2024/v37is2/24095
DatabaseName CrossRef
Unpaywall for CDI: Periodical Content
Unpaywall
DatabaseTitle CrossRef
DatabaseTitleList CrossRef
Database_xml – sequence: 1
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
EISSN 2394-1707
EndPage 620
ExternalDocumentID 10.16920/jeet/2024/v37is2/24095
10_16920_jeet_2024_v37is2_24095
GroupedDBID AAHSB
AAYXX
ADMLS
CITATION
ADTOC
UNPAY
ID FETCH-LOGICAL-c1675-631ac02b7bea6b4057b7aa2958a7f2259ddf2c341e1ff76e24a6a5b09919e56b3
IEDL.DBID UNPAY
ISSN 2349-2473
2394-1707
0971-5843
IngestDate Sun Oct 12 06:10:37 EDT 2025
Tue Jul 01 04:24:10 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed false
IsScholarly false
Issue IS2
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c1675-631ac02b7bea6b4057b7aa2958a7f2259ddf2c341e1ff76e24a6a5b09919e56b3
OpenAccessLink https://proxy.k.utb.cz/login?url=https://doi.org/10.16920/jeet/2024/v37is2/24095
PageCount 9
ParticipantIDs unpaywall_primary_10_16920_jeet_2024_v37is2_24095
crossref_primary_10_16920_jeet_2024_v37is2_24095
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2024-01-01
PublicationDateYYYYMMDD 2024-01-01
PublicationDate_xml – month: 01
  year: 2024
  text: 2024-01-01
  day: 01
PublicationDecade 2020
PublicationTitle Journal of Engineering Education Transformations
PublicationYear 2024
SSID ssib052708267
Score 1.8813524
Snippet In today's educational landscape, shaped by rapid technological advancements, this study addresses the pertinent issue of inclusion of artificial intelligence...
SourceID unpaywall
crossref
SourceType Open Access Repository
Index Database
StartPage 612
Title Comparing Traditional Instructional Methods to ChatGPT: A Comprehensive Analysis
URI https://doi.org/10.16920/jeet/2024/v37is2/24095
UnpaywallVersion publishedVersion
Volume 37
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVEBS
  databaseName: Inspec with Full Text
  customDbUrl:
  eissn: 2394-1707
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssib052708267
  issn: 2349-2473
  databaseCode: ADMLS
  dateStart: 20200201
  isFulltext: true
  titleUrlDefault: https://www.ebsco.com/products/research-databases/inspec-full-text
  providerName: EBSCOhost
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3PT4MwGG3mdvDkj6hxRpcevDKglBa8kemcxi0kbsk8kRZaN13Y4phG_3oLBZ0ejHqDw9fAo-W9j368D4BTzGKl4zlTuQkXBnaoVO9BxgwihESYY0cUbvv9AemN8PXYHdeAWf0Ls75_T3xkmQ9CZ-jYfHbodIlMRUG-uwEaxFXiuw4ao0EY3BWOetQ2FJ06RTs5nO8bUH3sY8OmFi2ru34Y9Qs3ba7SBXt9YbPZGuF0t0FYXaquM3lsrzLejt--uTj-4V52wFYpPmGgZ8suqIl0D4Qd3YowvYeKuJKp_jgIrz6tZdVZv2g0vYTZHHYmLLsMh2cwgHnkk5joGnhY-Zvsg1H3YtjpGWWfBSO2Vb5gEMdmsYU45YIRnis4ThlDvusxKtV695NEoljRnbClpEQgzAhzudKWti9cwp0DUE_nqTgEUHKLxb70PJnEWCKHIZRYCVIiyeMx9fwmsCqEo4W204jyNCSHJ8rhiXJ4Ig1PVMDTBPbHk_htzNE_Yo5BXcEqTpTGyHgLNILz_s1tq5xf7y_zy-Y
linkProvider Unpaywall
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3PT8IwGG0QDp78ETVi1PTgdWzrunb1RoiIJpAdIMHT0natoGQQAY3-9XbrpujBqLft8DXbW7v3vvXb-wC4wFwaHS-4yU2EcnBAtXkPcu4QpTTCAgeqcNvvD0hvhG_H4bgG3OpfmM39e8KQ5z4om6Fj9zmg0yVyDQWxcAs0SGjEdx00RoO4fVc46lHfMXQaFO3kcL5vQO0xw45PPVpWd_0w6hdu2l5nC_76wmezDcLp7oK4ulRbZ_LYWq9ES759c3H8w73sgZ1SfMK2nS37oKayAxB3bCvC7B4a4kqn9uMgvPm0ljVn_aLR9BKu5rAz4avreHgJ2zCPfFITWwMPK3-TQzDqXg07Pafss-BI3-QLDgl8Lj0kqFCciFzBCco5YmHEqTbrnaWpRtLQnfK1pkQhzAkPhdGWPlMhEcERqGfzTB0DqIXHJdNRpFOJNQo4QqmXIiOSIiFpxJrAqxBOFtZOI8nTkByeJIcnyeFJLDxJAU8T-B9P4rcxJ_-IOQV1A6s6MxpjJc7LefUO2KXKUg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Comparing+Traditional+Instructional+Methods+to+ChatGPT%3A+A+Comprehensive+Analysis&rft.jtitle=Journal+of+Engineering+Education+Transformations&rft.au=B%2C+Ramprakash&rft.au=B%2C+Surya+Devi&rft.au=G%2C+Dr.+Nithyakala&rft.au=K%2C+Bhumika&rft.date=2024-01-01&rft.issn=2349-2473&rft.eissn=2394-1707&rft.volume=37&rft.issue=IS2&rft.spage=612&rft.epage=620&rft_id=info:doi/10.16920%2Fjeet%2F2024%2Fv37is2%2F24095&rft.externalDBID=n%2Fa&rft.externalDocID=10_16920_jeet_2024_v37is2_24095
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2349-2473&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2349-2473&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2349-2473&client=summon