Subtopic Deep Dive

Data Ownership and Privacy
Research Guide

What is Data Ownership and Privacy?

Data Ownership and Privacy examines legal, economic, and ethical frameworks governing personal data control in digital media ecosystems.

This subtopic analyzes ownership models, surveillance capitalism, and regulatory challenges in data-driven media. Key works include Sarah Myers West's 2017 paper on data capitalism (458 citations) and John Keane's 2013 analysis of media decadence (317 citations). Over 10 provided papers span 1998-2021, focusing on trust, commoditization, and eID delays.

Curated Papers

Key Challenges

Why It Matters

Data ownership shapes media economics by defining how platforms monetize user data, as in Myers West (2017) describing surveillance logics enabling commoditization. Regulatory gaps, highlighted in Hoff and Hoff (2010) on Denmark's eID delays, impact individual rights amid digital abundance (Keane, 2013). Balancing innovation with privacy supports trust in e-commerce (Keen et al., 1999) and counters attention economies exploiting data (García Ramírez, 2021).

Key Research Challenges

Defining Data Ownership Models

Distinguishing personal data rights from platform claims remains unresolved amid commoditization. Myers West (2017) traces data capitalism's evolution from tracking technologies. Legal frameworks lag behind technological convergence (McGuigan and Manzerolle, 2014).

Regulatory Implementation Delays

National eID systems face persistent barriers despite EU directives. Hoff and Hoff (2010) detail Denmark's 20-year delay due to technical and political hurdles. Similar issues hinder privacy enforcement in media platforms (Keane, 2013).

Balancing Trust and Surveillance

Building trust in data exchanges conflicts with surveillance incentives. Keen et al. (1999) outline trust designs for e-commerce amid interdependencies. Kannan et al. (1998) question if online data is junk or gold, complicating privacy protections.

Essential Papers

Data Capitalism: Redefining the Logics of Surveillance and Privacy

Sarah Myers West · 2017 · Business & Society · 458 citations

This article provides a history of private sector tracking technologies, examining how the advent of commercial surveillance centered around a logic of data capitalism. Data capitalism is a system ...

Democracy and Media Decadence

John Keane · 2013 · Cambridge University Press eBooks · 317 citations

We live in a revolutionary age of communicative abundance in which many media innovations - from satellite broadcasting to smart glasses and electronic books - spawn great fascination mixed with ex...

Electronic Commerce Relationships: Trust by Design

Peter Keen, Graigg Ballance, Sally Chan et al. · 1999 · Medical Entomology and Zoology · 192 citations

1. Commerce and the Concept of Trust. Definition of Trust. A Summary of the Basics of Trust. Trust as a Foundation for EC. The Trusted System. Complexity. Interdependency. The Trust Economy. Telec...

Marketing information on the I-Way: data junkyard or information gold mine?

P.K. Kannan, Ai‐Mei Chang, Andrew B. Whinston · 1998 · Communications of the ACM · 100 citations

article Free Access Share on Marketing information on the I-Way: data junkyard or information gold mine? Authors: P. K. Kannan Marketing, University of Maryland Marketing, University of MarylandVie...

Blown to Bits: Your Life, Liberty, and Happiness After the Digital Explosion

Hal Abelson, Ken Ledeen, Harry R. Lewis · 2008 · 93 citations

Every day, billions of photographs, news stories, songs, X-rays, TV shows, phone calls, and emails are being scattered around the world as sequences of zeroes and ones: bits. We can't escape this e...

The Danish eID case: twenty years of delay

Jens Hoff, Frederik Villiam Hoff · 2010 · Identity in the Information Society · 26 citations

The focus of this article is to explain why there is still no qualified digital signature in Denmark as defined by the EU eSignatures Directive nor any other nationwide eID even though Denmark had ...

Money for Nothing and Content for Free?

Christian-Mathias Wellbrock, Christopher Buschow · 2020 · Nomos Verlagsgesellschaft mbH & Co. KG eBooks · 23 citations

How can journalism be financed sustainably? This remains the key issue for media companies and news start-ups when they develop and establish digital business models. The authors of this book provi...

Reading Guide

Foundational Papers

Start with Keane (2013, 317 citations) for media abundance context; Keen et al. (1999, 192 citations) for trust foundations; Kannan et al. (1998, 100 citations) for early data value debates.

Recent Advances

Study Myers West (2017, 458 citations) for data capitalism; García Ramírez (2021) for platform-news dynamics; Wellbrock and Buschow (2020) for financing amid free content.

Core Methods

Historical tracing of technologies (Myers West, 2017); case studies of policy delays (Hoff and Hoff, 2010); political economy analysis of ubiquitous markets (McGuigan and Manzerolle, 2014).

How PapersFlow Helps You Research Data Ownership and Privacy

Discover & Search

Research Agent uses citationGraph on Myers West (2017) to map 458-citation networks linking data capitalism to media surveillance papers like Keane (2013). exaSearch queries 'data ownership media regulation' across 250M+ OpenAlex papers; findSimilarPapers expands from Hoff and Hoff (2010) to eID delays.

Analyze & Verify

Analysis Agent applies readPaperContent to extract surveillance logics from Myers West (2017), then verifyResponse with CoVe chain checks claims against Keane (2013). runPythonAnalysis processes citation data via pandas for trend verification; GRADE scores evidence strength on regulatory delays (Hoff and Hoff, 2010).

Synthesize & Write

Synthesis Agent detects gaps in ownership models between Myers West (2017) and McGuigan and Manzerolle (2014), flagging contradictions. Writing Agent uses latexEditText for policy frameworks, latexSyncCitations for 10-paper bibliographies, and latexCompile for camera-ready reviews; exportMermaid visualizes trust economies from Keen et al. (1999).

Use Cases

"Analyze citation trends in data privacy media papers using Python."

Research Agent → searchPapers 'data ownership privacy media' → Analysis Agent → runPythonAnalysis (pandas plot citations from Myers West 2017, Keane 2013 datasets) → matplotlib trend graph output.

"Draft LaTeX review on surveillance capitalism regulations."

Synthesis Agent → gap detection (Myers West 2017 vs Hoff 2010) → Writing Agent → latexEditText (insert frameworks) → latexSyncCitations (10 papers) → latexCompile → PDF review with diagrams.

"Find GitHub repos implementing eID privacy models from papers."

Research Agent → searchPapers 'eID data privacy' → Code Discovery → paperExtractUrls (Hoff 2010) → paperFindGithubRepo → githubRepoInspect → repo code and privacy implementations.

Automated Workflows

Deep Research workflow conducts systematic review: searchPapers → citationGraph (Myers West 2017 hub) → DeepScan 7-steps analyzes 50+ related papers with GRADE checkpoints on privacy claims. Theorizer generates theory on data-media economies from Keane (2013) and García Ramírez (2021), chaining synthesis → exportMermaid for conceptual models.

Try Doxa for Data Ownership and Privacy Research

Frequently Asked Questions

What defines data ownership in media contexts?

Data ownership refers to control over personal data in digital ecosystems, centered on commoditization logics (Myers West, 2017). It contrasts platform claims with individual rights amid surveillance (Keane, 2013).

What methods study data privacy challenges?

Historical analysis traces tracking evolutions (Myers West, 2017); case studies examine eID delays (Hoff and Hoff, 2010); economic models assess trust designs (Keen et al., 1999).

What are key papers on this subtopic?

Top-cited: Myers West (2017, 458 citations) on data capitalism; Keane (2013, 317 citations) on media decadence; Keen et al. (1999, 192 citations) on e-commerce trust.

What open problems persist?

Unresolved regulatory delays block eID adoption (Hoff and Hoff, 2010); balancing surveillance profits with privacy lacks models (McGuigan and Manzerolle, 2014); attention economies exploit data without ownership clarity (García Ramírez, 2021).