A Total Error Framework for Digital Data

Total Error Framework for Digital Traces of Human Behavior on ...

The TED-On framework is centered around an abstraction of the research process for inferring theoretical constructs or social phenomena from ...

A Total Error Framework for Digital Traces of Human Behavior on ...

This allows researchers to characterize and analyze the errors that occur when using data from online platforms to make inferences about a theoretical construct ...

TED-On: A Total Error Framework for Digital Traces of Human ... - arXiv

We introduce a conceptual framework to diagnose, understand, and document errors that may occur in studies based on such digital traces.

A total error framework for digital traces of human behavior on online ...

... errors, inspired by the Total Survey Error (TSE) framework developed for survey methodology. We introduce a conceptual framework to diagnose, understand, and ...

A Total Error Framework for Digital Data | ISI

In our framework we describe steps taken when statistics are produced based on digital data and error sources associated with each step. Blending digital data ...

From the Total Survey Error Framework to an Error ... - Indira Sen

About. The activities and interactions of hundreds of millions of people worldwide are recorded as digital traces. These data offer increasingly comprehensive ...

A Total Error Framework for Digital Traces of Human Behavior on ...

Other researchers have collected such insights related to DDPs from specific platforms (e.g. Instagram: [1], [2]) and provided error frameworks to navigate data ...

[PDF] A Total Error Framework for Digital Traces of Human Behavior ...

A conceptual framework to diagnose, understand, and document errors that may occur in studies based on digital traces, inspired by the Total Survey Error ...

From the Total Survey Error Framework to an Error ... - YouTube

From the Total Survey Error Framework to an Error Framework for Digital Traces of Humans Presented by Indira Sen and Fabian Flöck; ...

(PDF) A Total Error Framework for Digital Traces of Humans

of errors may arise, and how researchers may tackle them. Recent efforts to document issues in using digital trace data. include “Datasheets for ...

Applying a Total Error Framework for Digital Traces to Social Media Re

On the one hand, this represents a treasure trove of data that social scientists can leverage to learn about the “ABCs” of humans: attitudes, behaviors, and ...

A Total Error Framework for Digital Traces of Humans

This work proposes a conceptual framework to diagnose, understand and avoid errors that may occur in studies that are based on digital ...

Presenting an error framework for metered data - PubMed

Inspired by the Total Survey Error, we present a Total Error framework for digital traces collected with Meters (TEM). The TEM framework (1) describes the data ...

From the total survey error framework to an ... - ACM Digital Library

Alexandra Olteanu, Carlos Castillo, Fernando Diaz, and Emre Kiciman. 2019. Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries.

Digital traces of human behaviour in online platforms - GESIS

Errors of representation. TED: A Total Error Framework for Digital Traces of Humans ... design & methodology, data archiving, digital behavioral data ...

Total Error Frameworks for Found Data - Wiley Online Library

The chapter provides an error framework for evaluating the quality of the integrated dataset itself. It also focuses on a related error ...

A Total Error Framework for Digital Traces of Human Behavior on ...

Amaya, “Total Error in a Big Data World: Adapting the TSE Framework to Big Data, Journal of Survey Statistics and Methodology, № 8, с. 89 https://doi.org ...

View of A framework for privacy preserving digital trace data ...

... a “total error framework” for such projects. Our error framework for digital trace data collection through data donation is intended to facilitate high ...

Presenting an error framework for metered data

metered data can be combined. KEYWORDS digital trace data, error framework, metered data, passive data, total survey error, web-tracking. 1.

Presenting an error framework for metered data - e-Repositori UPF

The TEM framework enriches the current landscape of Total Error frameworks, which have been developed for different types of digital trace data ...