Sensible and sensitive AI for worker wellbeing: factors that inform adoption and resistance for information workers

V Das Swain, L Gao, A Mondal, GD Abowd… - Proceedings of the …, 2024 - dl.acm.org
Algorithmic estimations of worker behavior are gaining popularity. Passive Sensing–
enabled AI (PSAI) systems leverage behavioral traces from workers' digital tools to infer their …

Capturing the college experience: a four-year mobile sensing study of mental health, resilience and behavior of college students during the pandemic

S Nepal, W Liu, A Pillai, W Wang… - Proceedings of the …, 2024 - dl.acm.org
Understanding the dynamics of mental health among undergraduate students across the
college years is of critical importance, particularly during a global pandemic. In our study, we …

Bias and fairness in multimodal machine learning: A case study of automated video interviews

BM Booth, L Hickman, SK Subburaj, L Tay… - Proceedings of the …, 2021 - dl.acm.org
We introduce the psychometric concepts of bias and fairness in a multimodal machine
learning context assessing individuals' hireability from prerecorded video interviews. We …

Algorithmic power or punishment: Information worker perspectives on passive sensing enabled ai phenoty** of performance and wellbeing

V Das Swain, L Gao, WA Wood, SC Matli… - Proceedings of the …, 2023 - dl.acm.org
We are witnessing an emergence in Passive Sensing enabled AI (PSAI) to provide dynamic
insights for performance and wellbeing of information workers. Hybrid work paradigms have …

Can workers meaningfully consent to workplace wellbeing technologies?

S Chowdhary, A Kawakami, ML Gray, J Suh… - Proceedings of the …, 2023 - dl.acm.org
Sensing technologies deployed in the workplace can unobtrusively collect detailed data
about individual activities and group interactions that are otherwise difficult to capture. A …

Data subjects' perspectives on emotion artificial intelligence use in the workplace: A relational ethics lens

S Corvite, K Roemmich, TI Rosenberg… - Proceedings of the ACM …, 2023 - dl.acm.org
The workplace has experienced extensive digital transformation, in part due to artificial
intelligence's commercial availability. Though still an emerging technology, emotional …

Sensing wellbeing in the workplace, why and for whom? envisioning impacts with organizational stakeholders

A Kawakami, S Chowdhary, ST Iqbal, QV Liao… - Proceedings of the …, 2023 - dl.acm.org
With the heightened digitization of the workplace, alongside the rise of remote and hybrid
work prompted by the pandemic, there is growing corporate interest in using passive …

Modeling organizational culture with workplace experiences shared on glassdoor

V Das Swain, K Saha, MD Reddy… - Proceedings of the …, 2020 - dl.acm.org
Organizational culture (OC) encompasses the underlying beliefs, values, and practices that
are unique to an organization. However, OC is inherently subjective and a coarse construct …

Social media and ubiquitous technologies for remote worker wellbeing and productivity in a post-pandemic world

VD Swain, K Saha, GD Abowd… - 2020 IEEE Second …, 2020 - ieeexplore.ieee.org
In light of the ongoing COVID-19 pandemic, remote work styles have become the norm.
However, these work settings introduce new intricacies in worker behaviors. The overlap …

Focused time saves nine: Evaluating computer–assisted protected time for hybrid information work

V Das Swain, J Hernandez, B Houck, K Saha… - Proceedings of the …, 2023 - dl.acm.org
Information workers often struggle to balance their time for a variety of activities like focused
work, communication, and caring. This study analyzes the impact of a commercially …