Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspective
Artificial intelligence (AI) is built into many products and has the potential to dramatically impact societies around the world.This short theoretical paper aims to provide a simple framework that might help us understand how the introduction and/or use of products with AI might influence the well-...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2024-03-01
|
| Series: | Telematics and Informatics Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772503023000725 |
| _version_ | 1797260264979038208 |
|---|---|
| author | Christian Montag Preslav Nakov Raian Ali |
| author_facet | Christian Montag Preslav Nakov Raian Ali |
| author_sort | Christian Montag |
| collection | DOAJ |
| description | Artificial intelligence (AI) is built into many products and has the potential to dramatically impact societies around the world.This short theoretical paper aims to provide a simple framework that might help us understand how the introduction and/or use of products with AI might influence the well-being of humans.It is proposed that considering the dynamic Interplay between variables stemming from Modality, Person, Area, Culture and Transparency categories will help to understand the influence of AI on well-being. The Modality category encompasses areas such as the degree of AI being interactive, informational versus actualizing, or autonomous. The Person variable contains variables such as age, gender, personality, technological self-efficacy, and perceived competence when interacting with AI, whereas the Area variable can comprise a certain product where AI is in-built or a certain domain where AI is used to make a difference (such as the health sector, military sector, education sector, etc.). The Culture variable is of importance to understand because cultural settings might shape attitudes towards AI. Finally, this might also be true for transparent AI (or understandable/explainable AI), with high degrees of transparency likely to elicit trust.The proposed model suggests that there is no easy answer when one seeks to understand the impact of AI on the world and humans. Only by considering a myriad number of variables in a model, summed up in the acronym IMPACT (Interaction/Interplay of Modality-Person-Area-Culture-Transparency), we might get closer to an understanding of how AI impacts individuals’ well-being. |
| first_indexed | 2024-03-08T14:19:58Z |
| format | Article |
| id | doaj.art-3a8d3b3cd088463ab771da1f2604c741 |
| institution | Directory Open Access Journal |
| issn | 2772-5030 |
| language | English |
| last_indexed | 2024-04-24T23:22:34Z |
| publishDate | 2024-03-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Telematics and Informatics Reports |
| spelling | doaj.art-3a8d3b3cd088463ab771da1f2604c7412024-03-16T05:09:58ZengElsevierTelematics and Informatics Reports2772-50302024-03-0113100112Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspectiveChristian Montag0Preslav Nakov1Raian Ali2Department of Molecular Psychology, Institute of Psychology and Education, Ulm University, Ulm, Germany; Corresponding author.Department of Natural Language Processing, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab EmiratesCollege of Science and Engineering, Hamad bin Khalifa University, Doha, QatarArtificial intelligence (AI) is built into many products and has the potential to dramatically impact societies around the world.This short theoretical paper aims to provide a simple framework that might help us understand how the introduction and/or use of products with AI might influence the well-being of humans.It is proposed that considering the dynamic Interplay between variables stemming from Modality, Person, Area, Culture and Transparency categories will help to understand the influence of AI on well-being. The Modality category encompasses areas such as the degree of AI being interactive, informational versus actualizing, or autonomous. The Person variable contains variables such as age, gender, personality, technological self-efficacy, and perceived competence when interacting with AI, whereas the Area variable can comprise a certain product where AI is in-built or a certain domain where AI is used to make a difference (such as the health sector, military sector, education sector, etc.). The Culture variable is of importance to understand because cultural settings might shape attitudes towards AI. Finally, this might also be true for transparent AI (or understandable/explainable AI), with high degrees of transparency likely to elicit trust.The proposed model suggests that there is no easy answer when one seeks to understand the impact of AI on the world and humans. Only by considering a myriad number of variables in a model, summed up in the acronym IMPACT (Interaction/Interplay of Modality-Person-Area-Culture-Transparency), we might get closer to an understanding of how AI impacts individuals’ well-being.http://www.sciencedirect.com/science/article/pii/S2772503023000725Artificial IntelligenceModalityPersonalityCultureXAITrust |
| spellingShingle | Christian Montag Preslav Nakov Raian Ali Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspective Telematics and Informatics Reports Artificial Intelligence Modality Personality Culture XAI Trust |
| title | Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspective |
| title_full | Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspective |
| title_fullStr | Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspective |
| title_full_unstemmed | Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspective |
| title_short | Considering the IMPACT framework to understand the AI-well-being-complex from an interdisciplinary perspective |
| title_sort | considering the impact framework to understand the ai well being complex from an interdisciplinary perspective |
| topic | Artificial Intelligence Modality Personality Culture XAI Trust |
| url | http://www.sciencedirect.com/science/article/pii/S2772503023000725 |
| work_keys_str_mv | AT christianmontag consideringtheimpactframeworktounderstandtheaiwellbeingcomplexfromaninterdisciplinaryperspective AT preslavnakov consideringtheimpactframeworktounderstandtheaiwellbeingcomplexfromaninterdisciplinaryperspective AT raianali consideringtheimpactframeworktounderstandtheaiwellbeingcomplexfromaninterdisciplinaryperspective |