95 lines
2.9 KiB
Markdown
95 lines
2.9 KiB
Markdown
Project: Human Machine Communication (HMC)
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================
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This file contains documentation about a collaborative longitudinal study
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conducted at the Leibniz-Institut für Wissensmedien (IWM), Tübingen.
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## Abstract
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Since the emergence of large language models (LLMs) in 2022, generative AI has
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rapidly expanded into mainstream applications, leading to the integration of
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Apple Intelligence into customer devices in 2024. This integration into personal
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technology marks a significant shift, bringing advanced AI capabilities into
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everyday devices and making them accessible to private individuals. Thus, the
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use of generative AI--consciously or unconsciously--along with interaction
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through LLM-powered (voice) assistants and engagement with AI-generated content
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is expected to increase significantly.
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However, data that link this usage to psychological variables and track it over
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time remain scarce. This longitudinal study comprises the data from an American
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sample across six waves at two-month intervals between September 2024 and July
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2025. It examines user behavior, attitudes, knowledge, and perceptions related
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to generative AI.
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This dataset allows for future research on psychological and behavioral dynamics
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of AI use over time, offering insights into user engagement and the individual
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factors connected to it.
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## Project status
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- Data collection is finished
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- Data analysis for several work packages in progress
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## Contributors
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- Anna Christina Faller, a.faller@iwm-tuebingen.de
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- Angelica Henestrosa, a.henestrosa@iwm-tuebingen.de
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- Büsra Sarigül, b.sariguel@iwm-tuebingen.de
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- Eva Nova Secco, e.secco@iwm-tuebingen.de
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- Gerrit Anders, g.anders@iwm-tuebingen.de
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- Irena Vanessa Ivan, v.ivan@iwm-tuebingen.de
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- Nora Hampel, n.hampel@iwm-tuebingen.de
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- Mike Prentice, mprent08@gmail.com
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- Nico Ehrhardt, n.ehrhardt@iwm-tuebingen.de
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- Sonja Utz, s.utz@iwm-tuebingen.de
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- Stefanie Klein, s.klein@iwm-tuebingen.de
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- Teresa Luther, t.luther@iwm-tuebingen.de
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- Nora Wickelmaier, n.wickelmaier@iwm-tuebingen.de
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- Michael Steven Prentice
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## Waves
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* Wave 1: Sep 2024
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* Wave 2: Nov 2024
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* Wave 3: Jan 2025
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* Wave 4: Mar 2025
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* Wave 5: May 2025
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* Wave 6: Jul 2025
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## Folder structure and files
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```
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data
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|-- 01_project_management
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| |-- workpackages
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| | |-- workpackages.md
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|-- 02_material
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| |-- AI_Trends_Wave1_Survey.pdf
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| |-- AI_Trends_Wave2_Survey.pdf
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| |-- AI_Trends_Wave3_Survey.pdf
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| |-- AI_Trends_Wave4_Survey.pdf
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| |-- AI_Trends_Wave5_Survey.pdf
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| |-- AI_Trends_Wave6_Survey.pdf
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|-- 03_data
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| |-- 01_raw_data
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| | |-- anonymization.R
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| |-- 02_anonymized_data
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| | |-- cleaning.R
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| |-- 03_cleaned_data
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| | |-- HMC_wave1_cleaned.csv
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| | |-- HMC_wave2_cleaned.csv
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| | |-- HMC_wave3_cleaned.csv
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| | |-- HMC_wave4_cleaned.csv
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| | |-- HMC_wave5_cleaned.csv
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| | |-- HMC_wave6_cleaned.csv
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| |-- HMC_codebook.xlsx
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| |-- item_reference.md
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| |-- README.md
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|-- README.md
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```
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