Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384261659> ?p ?o ?g. }
Showing items 1 to 57 of
57
with 100 items per page.
- W4384261659 abstract "This research paper presents the findings of two experimental studies that explore the use of ChatGPT as a tool for theory prototyping. The objective of the studies is to assess ChatGPT's ability to comprehend theoretical concepts and differentiate between constructs. During the experiments, duplicated responses were identified in both Study 1 and Study 2, with duplicate response rates of 26.25% and 40% respectively. The results of the experiments indicate that ChatGPT can generate responses aligned with the constructs of the Technology Acceptance Model (TAM). The loading and reliability coefficients demonstrate the validity of the models, with Study 1 achieving an R-squared value of 82% and Study 2 achieving 71%. In Study 2, two items with negative wording exhibited low loadings and were subsequently removed from the model. Both studies exhibit reasonable discriminant validity despite high correlations among the TAM constructs. The experiments reveal potential biases in the generated samples, particularly regarding gender and usage experiences. These biases may impact the responses of constructs and should be considered when interpreting ChatGPT's conceptual capabilities. In sum, ChatGPT shows promise as a tool for theory prototyping, generating relevant responses aligned with theoretical constructs. However, further investigation is needed to address limitations such as duplicated responses, variations in prompts, and the generalizability of findings to different contexts." @default.
- W4384261659 created "2023-07-14" @default.
- W4384261659 creator A5009321331 @default.
- W4384261659 date "2023-06-04" @default.
- W4384261659 modified "2023-10-17" @default.
- W4384261659 title "Prototyping Theories with ChatGPT: Experiment with the Technology Acceptance Model" @default.
- W4384261659 doi "https://doi.org/10.48550/arxiv.2307.05488" @default.
- W4384261659 hasPublicationYear "2023" @default.
- W4384261659 type Work @default.
- W4384261659 citedByCount "0" @default.
- W4384261659 crossrefType "posted-content" @default.
- W4384261659 hasAuthorship W4384261659A5009321331 @default.
- W4384261659 hasBestOaLocation W43842616591 @default.
- W4384261659 hasConcept C107457646 @default.
- W4384261659 hasConcept C119857082 @default.
- W4384261659 hasConcept C121332964 @default.
- W4384261659 hasConcept C138496976 @default.
- W4384261659 hasConcept C15744967 @default.
- W4384261659 hasConcept C163258240 @default.
- W4384261659 hasConcept C170130773 @default.
- W4384261659 hasConcept C180747234 @default.
- W4384261659 hasConcept C27158222 @default.
- W4384261659 hasConcept C2776185967 @default.
- W4384261659 hasConcept C2776291640 @default.
- W4384261659 hasConcept C41008148 @default.
- W4384261659 hasConcept C43214815 @default.
- W4384261659 hasConcept C62520636 @default.
- W4384261659 hasConceptScore W4384261659C107457646 @default.
- W4384261659 hasConceptScore W4384261659C119857082 @default.
- W4384261659 hasConceptScore W4384261659C121332964 @default.
- W4384261659 hasConceptScore W4384261659C138496976 @default.
- W4384261659 hasConceptScore W4384261659C15744967 @default.
- W4384261659 hasConceptScore W4384261659C163258240 @default.
- W4384261659 hasConceptScore W4384261659C170130773 @default.
- W4384261659 hasConceptScore W4384261659C180747234 @default.
- W4384261659 hasConceptScore W4384261659C27158222 @default.
- W4384261659 hasConceptScore W4384261659C2776185967 @default.
- W4384261659 hasConceptScore W4384261659C2776291640 @default.
- W4384261659 hasConceptScore W4384261659C41008148 @default.
- W4384261659 hasConceptScore W4384261659C43214815 @default.
- W4384261659 hasConceptScore W4384261659C62520636 @default.
- W4384261659 hasLocation W43842616591 @default.
- W4384261659 hasOpenAccess W4384261659 @default.
- W4384261659 hasPrimaryLocation W43842616591 @default.
- W4384261659 hasRelatedWork W1987999032 @default.
- W4384261659 hasRelatedWork W2061333907 @default.
- W4384261659 hasRelatedWork W2067008752 @default.
- W4384261659 hasRelatedWork W2073504302 @default.
- W4384261659 hasRelatedWork W2085209461 @default.
- W4384261659 hasRelatedWork W2110740966 @default.
- W4384261659 hasRelatedWork W2413243053 @default.
- W4384261659 hasRelatedWork W2748952813 @default.
- W4384261659 hasRelatedWork W2899084033 @default.
- W4384261659 hasRelatedWork W4383372602 @default.
- W4384261659 isParatext "false" @default.
- W4384261659 isRetracted "false" @default.
- W4384261659 workType "article" @default.