David Jurgens
Biographic Data
| ID | 4274457 |
|---|---|
| NAME | David Jurgens |
| GIVEN NAMES | David |
| FAMILY NAME | Jurgens |
| SIGNATURE | JURGENS D |
| AFFILIATIONS | University of Michigan |
| ORCID | 0000-0002-2135-9878 |
| VERIFIED | Yes |
| TOTAL WORKS | 7 |
| TOTAL CITATIONS | 5 |
| WORKS AS AUTHOR | 7 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2017 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 1 |
Socially Aware Language Technologies
Language technologies have advanced substantially, particularly with the introduction of large language models. However, these advancements can exacerbate several issues that models have traditionally faced, including bias, evaluation, and risk. In this perspective piece, we argue that many of these issues share a common core: a lack of awareness of the social factors, interactions, and implications of the social environment in which NLP operates…
Author mentions in science news reveal widespread disparities across name-inferred ethnicities
Media outlets play a key role in spreading scientific knowledge to the public and raising the profile of researchers among their peers. Yet, how journalists choose to present researchers in their stories is poorly understood. Using a comprehensive data set of 223,587 news stories from 288 US outlets reporting on 100,486 research papers across all areas of science, we investigate whether authors’ ethnicities, as inferred from names, are associated…
Language in popular American culture constructs the meaning of healthy and unhealthy eating
Diversifying the Professoriate
The primary means of social and intellectual reproduction in the professoriate is through mentoring doctoral students who become faculty mentors and publish research. However, opportunities to transition into such roles are not equal, and underrepresented groups face challenges building and sustaining their representation in the professoriate. What are social resources enabling them to overcome these challenges? To study this, the authors analyze…
A Data Science Approach to Estimating the Frequency of Driving Cessation Associated Suicide in the US
Driving cessation is a common transition experienced by aging adults that confers both a symbolic and literal loss of independence due to the central role of automobiles for mobility in the US. Prior research has shown that driving cessation has negative implications for mental health, social participation, and access to healthcare. Given these sequelae of driving cessation and prior work showing that late-life transitions related to independence…
Measuring the predictability of life outcomes with a scientific mass collaboration
How predictable are life trajectories? We investigated this question with a scientific mass collaboration using the common task method; 160 teams built predictive models for six life outcomes using data from the Fragile Families and Child Wellbeing Study, a high-quality birth cohort study. Despite using a rich dataset and applying machine-learning methods optimized for prediction, the best predictions were not very accurate and were only slightly…
Language from police body camera footage shows racial disparities in officer respect
Significance Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops, even after controlling for officer race, infraction severity, stop location, and stop outcome. This paper presents a systematic analysis of officer body-worn camera footage, using computational linguistic techniques to automatically measure the respect level that officers display to community members. This work de…
Diversifying the Professoriate
The primary means of social and intellectual reproduction in the professoriate is through mentoring doctoral students who become faculty mentors and publish research. However, opportunities to transition into such roles are not equal, and underrepresented groups face challenges building and sustaining their representation in the professoriate. What are social resources enabling them to overcome these challenges? To study this, the authors analyze…
Language from police body camera footage shows racial disparities in officer respect
Significance Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops, even after controlling for officer race, infraction severity, stop location, and stop outcome. This paper presents a systematic analysis of officer body-worn camera footage, using computational linguistic techniques to automatically measure the respect level that officers display to community members. This work de…
Measuring the predictability of life outcomes with a scientific mass collaboration
How predictable are life trajectories? We investigated this question with a scientific mass collaboration using the common task method; 160 teams built predictive models for six life outcomes using data from the Fragile Families and Child Wellbeing Study, a high-quality birth cohort study. Despite using a rich dataset and applying machine-learning methods optimized for prediction, the best predictions were not very accurate and were only slightly…
A Data Science Approach to Estimating the Frequency of Driving Cessation Associated Suicide in the US
Driving cessation is a common transition experienced by aging adults that confers both a symbolic and literal loss of independence due to the central role of automobiles for mobility in the US. Prior research has shown that driving cessation has negative implications for mental health, social participation, and access to healthcare. Given these sequelae of driving cessation and prior work showing that late-life transitions related to independence…
Language in popular American culture constructs the meaning of healthy and unhealthy eating
Diversifying the Professoriate
The primary means of social and intellectual reproduction in the professoriate is through mentoring doctoral students who become faculty mentors and publish research. However, opportunities to transition into such roles are not equal, and underrepresented groups face challenges building and sustaining their representation in the professoriate. What are social resources enabling them to overcome these challenges? To study this, the authors analyze…
Author mentions in science news reveal widespread disparities across name-inferred ethnicities
Media outlets play a key role in spreading scientific knowledge to the public and raising the profile of researchers among their peers. Yet, how journalists choose to present researchers in their stories is poorly understood. Using a comprehensive data set of 223,587 news stories from 288 US outlets reporting on 100,486 research papers across all areas of science, we investigate whether authors’ ethnicities, as inferred from names, are associated…
Socially Aware Language Technologies
Language technologies have advanced substantially, particularly with the introduction of large language models. However, these advancements can exacerbate several issues that models have traditionally faced, including bias, evaluation, and risk. In this perspective piece, we argue that many of these issues share a common core: a lack of awareness of the social factors, interactions, and implications of the social environment in which NLP operates…
Computer Science (3 works) · Law (3 works) · Medicine (3 works) · Political science (3 works) · Psychology (3 works) · Sociology (3 works) · Health disparities and outcomes (2 works) · Media studies (2 works) · Social media (2 works) · Art (1 work)