Bit by Bit
Social Research in the Digital Age
Bibliographic Data
| ID | 6579579 |
|---|---|
| Authors | Matthew J Salganik |
| Year | 2017 |
| Pages | 448 |
| Publication date | 2017-12-05 |
| Open Access | No |
| Type | BOOK |
| Venue | Bit by Bit (SOURCE_BOOK) |
| Publisher | Princeton University Press (PUBLISHER • US) |
| Open Library | OL27420322M |
| ISBN | 9780691158648 |
| Language | EN |
| Citations received | 92 |
An innovative and accessible guide to doing social research in the digital age. In just the past several years, we have witnessed the birth and rapid spread of social media, mobile phones, and numerous other digital marvels. In addition to changing how we live, these tools enable us to collect and process data about human behavior on a scale never before imaginable, offering entirely new approaches to core questions about social behavior. Bit by Bit is the key to unlocking these powerful methods-a landmark book that will fundamentally change how the next generation of social scientists and data scientists explores the world around us. Bit by Bit is the essential guide to mastering the key principles of doing social research in this fast-evolving digital age. In this comprehensive yet accessible book, Matthew Salganik explains how the digital revolution is transforming how social scientists observe behavior, ask questions, run experiments, and engage in mass collaborations. He provides a wealth of real-world examples throughout, and also lays out a principles-based approach to handling ethical challenges in the era of social media. Bit by Bit is an invaluable resource for social scientists who want to harness the research potential of big data and a must-read for data scientists interested in applying the lessons of social science to tomorrow's technologies
Ethics · Information Technology · Methodology · Research · Social media · Social sciences · Sociology · Statistical methods
The Missing Parts from Social Media-Enabled Smart Cities
Quantifying collective attention and fan engagement
(Lack of) Patterns in Commitment
A novel, human-in-the-loop computational grounded theory framework for big social data
A view from data science
Building Research Infrastructures to Study Digital Technology and Politics
Training Computational Social Science PhD Students for Academic and Non-Academic Careers
Balancing risks and benefits
Developmental Idealism in Internet Search Data
Metrics in action
The Platformisation of Consumer Culture
Mobility patterns are associated with experienced income segregation in large US cities
Measuring the predictability of life outcomes with a scientific mass collaboration
Ethnic Insults in YouTube Comments
The Development of Algorithmically Based Decision-Making Systems in Children’s Protective Services
Cultural Divergence in popular music
Prevalence and patterns of mental and cognitive impairments among missing older adults in China
How political symbols spread in online social networks
Computational Experiments for Complex Social Systems—Part III
Prediction of Online Psychological Help-Seeking Behavior During the Covid-19 Pandemic
«Hands off the olive trees!»
Understanding Audience Behavior with Digital Traces
A Division of Labor
No recognised ethical standards, no broad consent
Building a nationally representative sample of teachers’ online and offline
Inaccuracies in Eviction Records
Measuring social support for depression on social media
Unraveling the pinkwashing discourse on X and Instagram
Measuring internal migration
Brain drain and brain gain in Russia
Social media use and anti-immigrant attitudes
Revisiting acculturation research with big data
Algorithmic thinking in the public interest
Merging textual and numerical databases
Migration Research in a Digitized World
What are the temporal dynamics of taste
Using Google and Twitter to Measure, Validate and Understand Views about Religion across Africa
The Mixed Subjects Design
The Insight-Inference Loop
From asking to observing. Behavioural measures of socio-emotional and motivational skills in large-scale assessments
Emergence of diverse and specialized knowledge in a metropolitan tech cluster
Locally Ensconced and Globally Integrated
The impact of Covid-19 on public space
Rethinking Social Networks in the Era of Computational Social Science
Modeling the Formation of Attentive Publics in Social Media
A Pragmatist’s Guide to Using Prediction in the Social Sciences
A Pragmatist's Guide to Using Prediction in the Social Sciences
What is a social pattern? Rethinking a central social science term
Follow the user
Uncovering the Socioeconomic Structure of Spatial and Social Interactions in Cities
Covid-19's Socioeconomic Impact on Low-Income Benefit Recipients
A Seat at the Table
Innovación tecnológica para la mentoría social dirigida a personas inmigrantes y refugiadas
How can process-based researchers bridge the gap between individuals and groups? Discover the dynamic p-technique
Negotiating censorial power and its legitimacy
Engaging multiple identity frames in political discussion
Tracing Policy-relevant Information in Social Media
Linkage Analysis Revised – Linking Digital Traces and Survey Data
Algorithmically Based Decision Support Tools
Working Through Ethics Review of Big Data Research Projects
Tool for Surveillance or Spotlight on Inequality? Big Data and the Law
How families affect aspirational migration amidst political insecurity
Optimal movement behaviors
Exploring citizen discussions’ potential to inform smart city agendas
Platform enclosure of human behavior and its measurement
Fake thumbs in play
A realistic and multilevel measurement of citywide spatial patterns of economic segregation based on human activities
Exit-Voice Dynamics
Soccer Scores, Short-Term Mood and Fertility
Dude, you're a Bitch!' Gang Members' Internet Banging Masculinity via Bitch Discourse
Misunderstanding stance in tweets
Big Data and AI in Sexual and Reproductive Health
The role of organizational settings in social learning
A big-data analysis of human-nature relations in newspaper coverage
Using AI to model future societal instability
Do Islamic State’s Deadly Attacks Disengage, Deter, or Mobilize Supporters
Taking the Time
My History or Our History? Historical Revisionism and Entitlement to Lead
To Report or Not to Report on Research Ethics in Political Science and International Relations
The why (not) and how (not) of survey to digital footprint linkages
Scraping the demos. Digitalization, web scraping and the democratic project
Incumbency Dominance in Letters to the Editor
Computational Social Science and the Study of Political Communication
Heatwave adaptation conditioned by everyday life
Inequality in Interaction
A big data state of mind
Feature engineering from the perspective of agenda setting for predicting the success of online petitions
Networks and Artistic Status Orders in Cultural Fields
Transparency matters
Evaluating Rank-Coherence of Crowd Rating in Customer Satisfaction
Covid-19-related stigma profiles and risk factors among people who are at high risk of contagion
Different samples, different results? How sampling techniques affect the results of field experiments on ethnic discrimination
| Unique citing works | 92 |
|---|---|
| Citations per year | 13,14 |
| Citation span | 2019 - 2026 (8) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 84 |