4.8 Editorial Material

Time for the Human Screenome Project

Journal

NATURE
Volume 577, Issue 7790, Pages 314-317

Publisher

NATURE RESEARCH
DOI: 10.1038/d41586-020-00032-5

Keywords

-

Ask authors/readers for more resources

To understand how people use digital media, researchers need to move beyond screen time and capture everything we do and see on our screens.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.8
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Geriatrics & Gerontology

Receptive Language Abilities for Females Exposed to Early Life Adversity: Modification by Epigenetic Age Acceleration at Midlife in a 30-Year Prospective Cohort Study

John M. Felt, Karra D. Harrington, Nilam Ram, Kieran J. O'Donnell, Martin J. Sliwinski, Lizbeth Benson, Zhenyu Zhang, Michael J. Meaney, Frank W. Putnam, Jennie G. Noll, Chad E. Shenk

Summary: Deviation from normative trajectories of receptive language abilities after early life adversity may indicate an increased risk for advanced cognitive aging. Accelerated epigenetic aging at midlife may identify those at greatest risk for advanced cognitive aging following early life adversity. This study examines whether midlife epigenetic age acceleration can identify individuals with the greatest change in receptive language abilities after early life adversity.

JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES (2023)

Article Psychology, Multidisciplinary

Today's Older Adults Are Cognitively Fitter Than Older Adults Were 20 Years Ago, but When and How They Decline Is No Different Than in the Past

Denis Gerstorf, Nilam Ram, Johanna Drewelies, Sandra Duezel, Peter Eibich, Elisabeth Steinhagen-Thiessen, Stefan Liebig, Jan Goebel, Ilja Demuth, Arno Villringer, Gert G. Wagner, Ulman Lindenberger, Paolo Ghisletta

Summary: Increases in older adults' levels of cognitive performance over time have been documented in history, but there is little information about historical shifts in within-person cognitive decline and onset of decline. A study comparing data from two independent samples recruited in 1990 and 2010 found that although cognitive functioning has shifted to higher levels, there was no evidence of cohort differences in the amount or rate of decline and the onset of decline. This suggests that cognitive decline in old age proceeds similarly to two decades ago.

PSYCHOLOGICAL SCIENCE (2023)

Article Psychology, Social

Beyond Big Five trait domains: Stability and change in personality facets across midlife and old age

Naemi D. Brandt, Johanna Drewelies, Sherry L. Willis, K. Warner Schaie, Nilam Ram, Denis Gerstorf, Jenny Wagner

Summary: This study investigates personality stability and change across midlife and old age using four waves of data. Results show substantial rank-order stabilities across facets, while the exact pattern varies between traits and facets. The mean-level change of facets largely mirrors the mean-level change observed for the broader traits from midlife to old age.

JOURNAL OF PERSONALITY (2023)

Article Psychology, Multidisciplinary

Younger Than Ever? Subjective Age Is Becoming Younger and Remains More Stable in Middle-Age and Older Adults Today

Markus Wettstein, Hans-Werner Wahl, Johanna Drewelies, Susanne Wurm, Oliver Huxhold, Nilam Ram, Denis Gerstorf

Summary: Based on the analysis of data from the German Ageing Survey, it was found that individuals born later in historical time tend to feel younger, with a 2% decrease in subjective age every birth-year decade. Women reported feeling younger than men, and this gender gap widened over time. The association between higher education and younger subjective age weakened across cohorts. Potential reasons for the subjective-rejuvenation effect across cohorts are discussed in the article.

PSYCHOLOGICAL SCIENCE (2023)

Article Computer Science, Software Engineering

Lollipops Help Align Visual and Statistical Fit Estimates in Scatterplots With Nonlinear Models

Daniel Reimann, Nilam Ram, Robert Gaschler

Summary: Scatterplots overlayed with a nonlinear model enable visual estimation of model-data fit. Although statistical fit is calculated using vertical distances, viewers' subjective fit is often based on shortest distances. Our results suggest that adding vertical lines (lollipops) supports more accurate fit estimation in the steep area of model curves (https://osf.io/fybx5/).

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2023)

Article Mathematics, Interdisciplinary Applications

Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability

Nilam Ram, Nick Haber, Thomas N. Robinson, Byron Reeves

Summary: In this paper, the advances in comprehensive recording of individuals' digital lives and AI modeling are discussed in terms of new possibilities for behavioral processes. The potential of transfer learning, self-supervision, and new deep neural network architectures in super-intensive longitudinal data analysis is explored. The authors suggest reevaluating the concerns about generalizability by focusing on transferability and propose adding a statement to the person-specific Manifesto.

MULTIVARIATE BEHAVIORAL RESEARCH (2023)

Article Endocrinology & Metabolism

Modeling BMI z score lability during childhood as a function of child temperament and genetic risk for obesity

Chang Liu, Jenae M. Neiderhiser, Nilam Ram, Leslie D. Leve, Daniel S. Shaw, Misaki N. Natsuaki, David Reiss, Jody M. Ganiban

Summary: This study aimed to investigate whether child genetic risk for obesity and temperament contribute to stability versus lability in children's weight status over time. The findings showed that higher levels of negative affectivity were associated with greater variability in BMI scores, while higher levels of effortful control and mean-level BMI scores were related to less variability. Additionally, within the group of children with a healthy weight status, better effortful control was associated with more stable BMI scores, whereas genetic risk for higher BMI was associated with more variability in BMI scores.

OBESITY (2023)

Article Urology & Nephrology

Feasibility of Mini sipIT Behavioral Intervention to Increase Urine Volume in Patients With Kidney Stones

Necole M. Streeper, Jason D. Fairbourn, James Marks, Edison Thomaz, Nilam Ram, David E. Conroy

Summary: This study investigated the feasibility and acceptability of a context-sensitive reminder system called mini sip(IT) for kidney stone patients with poor adherence to increasing fluid intake. The study found that the intervention, which incorporated a connected water bottle and mobile app with text messaging, was well-received and led to significant increases in 24-hour urine volume.

UROLOGY (2023)

Article Neurosciences

Epigenetic age acceleration as a biomarker for impaired cognitive abilities in adulthood following early life adversity and psychiatric disorders

John M. Felt, Natan Yusupov, Karra D. Harrington, Julia Fietz, Zhenyu Zach Zhang, Martin J. Sliwinski, Nilam Ram, Michael J. Become Working Grp, Michael J. Meaney, Frank W. Putnam, Jennie G. Noll, Elisabeth B. Binder, Chad E. Shenk

Summary: This study found that accelerated epigenetic aging is associated with neurocognitive decline in adults with a history of early life adversity or psychiatric disorders. Estimating epigenetic aging could help identify individuals at risk and facilitate early neurocognitive screening.

NEUROBIOLOGY OF STRESS (2023)

Article Psychology

The Affective Dynamics of Everyday Digital Life: Opening Computational Possibility

Maia L. Rocklin, Anna Angelina Torres, Byron Reeves, Thomas N. Robinson, Nilam Ram

Summary: So far, there has been no effective way to observe and track the emotional impacts of complex visual stimuli that people encounter in their digital lives. This paper proposes a method that utilizes AI-trained deep neural networks to analyze long sequences of screenshots from participants' smartphones. By obtaining affective valence and arousal ratings from a large number of images, the computational pipeline developed in this study can provide detailed maps of individuals' emotional experiences on their smartphones. This opens up opportunities for large-scale studies on the influence of digital experiences on individuals' well-being.

AFFECTIVE SCIENCE (2023)

Article Psychology, Multidisciplinary

Is Detecting Discontinuity Difficult? Evidence from the Visual Trend Classification of Scatterplots

Christine Blech, Daniel Reimann, Nilam Ram, Robert Gaschler

Summary: Data visualization can help detect unexpected aspects of the data. Two experiments were conducted to examine the classification accuracy and confidence of scatterplots depicting different types of mathematical functions. The results showed that continuous linear and negative exponential functions had an advantage in classification over the discontinuous step function. Therefore, scientists and practitioners need to be cautious when developing theories and making decisions based on raw data visualizations.

AMERICAN JOURNAL OF PSYCHOLOGY (2023)

Proceedings Paper Computer Science, Artificial Intelligence

A Large-Scale Study of Proxemics and Gaze in Groups

Mark Roman Miller, Cyan DeVeaux, Eugy Han, Nilam Ram, Jeremy N. Bailenson

Summary: Scholars have focused on proxemics and mutual gaze in the study of nonverbal behavior, and there has been a correlation between gaze and distance. Virtual reality scholars have also studied these constructs for theoretical and methodological reasons. However, most studies in VR have been conducted in lab settings for short periods of time. This field study analyzed the behaviors of 232 participants over two experimental studies, finding that interpersonal distance and mutual gaze increased over time.

2023 IEEE CONFERENCE VIRTUAL REALITY AND 3D USER INTERFACES, VR (2023)

Article Psychology, Clinical

PTSD Symptom Cluster Severity Predicts Momentary Emotion Dynamics During Couple Conversations

Steffany J. Fredman, Melanie S. Fischer, Donald H. Baucom, Yunying Le, Emily C. Taverna, Sy-Miin Chow, Nilam Ram, Amy D. Marshall

Summary: This study examined the relationship between momentary emotion dynamics and posttraumatic stress disorder (PTSD) symptoms. The findings suggest that higher reexperiencing symptoms are associated with greater emotional inertia, while higher avoidance symptoms are associated with less emotional inertia. Additionally, individuals also respond to their partners' arousal during intimate conversations. The results highlight the importance of considering the interpersonal context of emotion dynamics in PTSD treatment.

BEHAVIOR THERAPY (2023)

Article Psychology, Social

Studying Daily Social Interaction Quantity and Quality in Relation to Depression Change: A Multi-Phase Experience Sampling Study

Timon Elmer, Nilam Ram, Andrew T. Gloster, Laura F. Bringmann

Summary: This study examines the association between the quantity and quality of social interactions and changes in depressive symptoms, finding that the quality of social interactions may play an important role in the progression of individuals' depressive symptoms.

PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN (2023)

Article Computer Science, Software Engineering

Color-Encoded Links Improve Homophily Perception in Node-Link Diagrams

Daniel Reimann, Andre Schulz, Nilam Ram, Robert Gaschler

Summary: Node-link diagrams allow for visual assessment of homophily by identifying and evaluating the relative number of intra-cluster and inter-cluster links. Our online experiment demonstrates that a design utilizing link type encoded edge color leads to more accurate perception of homophily compared to a design with same-color edges.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2023)

No Data Available