Literature DB >> 33867652

Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them.

Byron Reeves1, Nilam Ram2, Thomas N Robinson1, James J Cummings3, C Lee Giles2, Jennifer Pan1, Agnese Chiatti2, M J Cho1, Katie Roehrick1, Xiao Yang2, Anupriya Gagneja1, Miriam Brinberg2, Daniel Muise1, Yingdan Lu1, Mufan Luo1, Andrew Fitzgerald1, Leo Yeykelis4,5.   

Abstract

Digital experiences capture an increasingly large part of life, making them a preferred, if not required, method to describe and theorize about human behavior. Digital media also shape behavior by enabling people to switch between different content easily, and create unique threads of experiences that pass quickly through numerous information categories. Current methods of recording digital experiences provide only partial reconstructions of digital lives that weave - often within seconds - among multiple applications, locations, functions and media. We describe an end-to-end system for capturing and analyzing the "screenome" of life in media, i.e., the record of individual experiences represented as a sequence of screens that people view and interact with over time. The system includes software that collects screenshots, extracts text and images, and allows searching of a screenshot database. We discuss how the system can be used to elaborate current theories about psychological processing of technology, and suggest new theoretical questions that are enabled by multiple time scale analyses. Capabilities of the system are highlighted with eight research examples that analyze screens from adults who have generated data within the system. We end with a discussion of future uses, limitations, theory and privacy.

Entities:  

Keywords:  Mobile; cognitive science; communication; internet use; personal tools; software development; visualization

Year:  2019        PMID: 33867652      PMCID: PMC8045984          DOI: 10.1080/07370024.2019.1578652

Source DB:  PubMed          Journal:  Hum Comput Interact        ISSN: 0737-0024            Impact factor:   4.750


  57 in total

Review 1.  Delay of gratification in children.

Authors:  W Mischel; Y Shoda; M I Rodriguez
Journal:  Science       Date:  1989-05-26       Impact factor: 47.728

2.  Cognitive control in media multitaskers.

Authors:  Eyal Ophir; Clifford Nass; Anthony D Wagner
Journal:  Proc Natl Acad Sci U S A       Date:  2009-08-24       Impact factor: 11.205

3.  Dynamic population mapping using mobile phone data.

Authors:  Pierre Deville; Catherine Linard; Samuel Martin; Marius Gilbert; Forrest R Stevens; Andrea E Gaughan; Vincent D Blondel; Andrew J Tatem
Journal:  Proc Natl Acad Sci U S A       Date:  2014-10-27       Impact factor: 11.205

4.  Media use, face-to-face communication, media multitasking, and social well-being among 8- to 12-year-old girls.

Authors:  Roy Pea; Clifford Nass; Lyn Meheula; Marcus Rance; Aman Kumar; Holden Bamford; Matthew Nass; Aneesh Simha; Benjamin Stillerman; Steven Yang; Michael Zhou
Journal:  Dev Psychol       Date:  2012-01-23

5.  The Situational Eight DIAMONDS: a taxonomy of major dimensions of situation characteristics.

Authors:  John F Rauthmann; David Gallardo-Pujol; Esther M Guillaume; Elysia Todd; Christopher S Nave; Ryne A Sherman; Matthias Ziegler; Ashley Bell Jones; David C Funder
Journal:  J Pers Soc Psychol       Date:  2014-08-18

6.  Maintained Individual Data Distributed Likelihood Estimation (MIDDLE).

Authors:  Steven M Boker; Timothy R Brick; Joshua N Pritikin; Yang Wang; Timo von Oertzen; Donald Brown; John Lach; Ryne Estabrook; Michael D Hunter; Hermine H Maes; Michael C Neale
Journal:  Multivariate Behav Res       Date:  2015       Impact factor: 5.923

7.  Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?

Authors:  Michael Buhrmester; Tracy Kwang; Samuel D Gosling
Journal:  Perspect Psychol Sci       Date:  2011-02-03

8.  An Exploratory Analysis of Child Feeding Beliefs and Behaviors Included in Food Blogs Written by Mothers of Preschool-Aged Children.

Authors:  Allison E Doub; Meg Small; Leann Birch
Journal:  J Nutr Educ Behav       Date:  2015-10-23       Impact factor: 3.045

9.  Vectors into the Future of Mass and Interpersonal Communication Research: Big Data, Social Media, and Computational Social Science.

Authors:  Joseph N Cappella
Journal:  Hum Commun Res       Date:  2017-06-30

10.  Development and validation of a smartphone addiction scale (SAS).

Authors:  Min Kwon; Joon-Yeop Lee; Wang-Youn Won; Jae-Woo Park; Jung-Ah Min; Changtae Hahn; Xinyu Gu; Ji-Hye Choi; Dai-Jin Kim
Journal:  PLoS One       Date:  2013-02-27       Impact factor: 3.240

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  6 in total

Review 1.  Impact of mobile phones and wireless devices use on children and adolescents' mental health: a systematic review.

Authors:  Braulio M Girela-Serrano; Alexander D V Spiers; Liu Ruotong; Shivani Gangadia; Mireille B Toledano; Martina Di Simplicio
Journal:  Eur Child Adolesc Psychiatry       Date:  2022-06-16       Impact factor: 5.349

2.  Do New Romantic Couples Use More Similar Language Over Time? Evidence from Intensive Longitudinal Text Messages.

Authors:  Miriam Brinberg; Nilam Ram
Journal:  J Commun       Date:  2021-03-29

3.  From Wellbeing to Social Media and Back: A Multi-Method Approach to Assessing the Bi-Directional Relationship Between Wellbeing and Social Media Use.

Authors:  Nastasia Griffioen; Anna Lichtwarck-Aschoff; Marieke van Rooij; Isabela Granic
Journal:  Front Psychol       Date:  2021-12-24

4.  Duration, frequency, and time distortion: Which is the best predictor of problematic smartphone use in adolescents? A trace data study.

Authors:  Laura Marciano; Anne-Linda Camerini
Journal:  PLoS One       Date:  2022-02-18       Impact factor: 3.240

5.  Researching the Links Between Smartphone Behavior and Adolescent Well-being With the FUTURE-WP4 (Modeling the Future: Understanding the Impact of Technology on Adolescent's Well-being Work Package 4) Project: Protocol for an Ecological Momentary Assessment Study.

Authors:  Steriani Elavsky; Jana Blahošová; Michaela Lebedíková; Michał Tkaczyk; Jaromír Plhák; Ondřej Sotolář; David Smahel; Martin Tancos
Journal:  JMIR Res Protoc       Date:  2022-03-08

6.  Developing a digital competence scale for teachers: validity and reliability study.

Authors:  Muhammed Murat Gümüş; Volkan Kukul
Journal:  Educ Inf Technol (Dordr)       Date:  2022-09-01
  6 in total

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