Fabian Stephany

University of Oxford - Oxford Internet Institute

1 St. Giles

University of Oxford

Oxford OX1 3PG Oxfordshire, Oxfordshire OX1 3JS

United Kingdom

Bruegel

Rue de la Charité 33

B-1210 Brussels Belgium, 1210

Belgium

Alexander von Humboldt Institute for Internet and Society

Bebelplatz 1 | 10099

Berlin

Germany

SCHOLARLY PAPERS

22

DOWNLOADS
Rank 31,520

SSRN RANKINGS

Top 31,520

in Total Papers Downloads

2,985

SSRN CITATIONS
Rank 31,724

SSRN RANKINGS

Top 31,724

in Total Papers Citations

30

CROSSREF CITATIONS

3

Scholarly Papers (22)

1.

How Many Online Workers are There in the World? A Data-Driven Assessment

Number of pages: 16 Posted: 24 Mar 2021 Last Revised: 19 Apr 2021
Otto Kässi, Vili Lehdonvirta and Fabian Stephany
Etla, University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 530 (97,514)

Abstract:

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Gig Work, Online Labour Markets, Platform Economy

2.

The Polarisation of Remote Work

Number of pages: 78 Posted: 11 Oct 2021
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute, University of Copenhagen - Copenhagen Center for Social Data Science, Etla, University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 270 (207,500)
Citation 1

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Remote work, Online labour, Platform economy, Geography, Polarisation

Skills or Degree? The Rise of Skill-Based Hiring for AI and Green Jobs

Number of pages: 46 Posted: 13 Nov 2023 Last Revised: 28 Feb 2024
Eugenia Gonzalez Ehlinger and Fabian Stephany
Multiverse and University of Oxford - Oxford Internet Institute
Downloads 160 (338,642)

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skills, online job vacancies, labour economics, education, AI, sustainability

Skills or Degree? The Rise of Skill-Based Hiring for AI and Green Jobs

CESifo Working Paper No. 10817
Number of pages: 40 Posted: 15 Dec 2023
Eugenia Gonzalez Ehlinger and Fabian Stephany
Multiverse and University of Oxford - Oxford Internet Institute
Downloads 68 (616,722)

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future of work, labour markets, skills, education, AI, sustainability

Skills or Degree? The Rise of Skill-Based Hiring for Ai and Green Jobs

Number of pages: 47 Posted: 29 Feb 2024
Eugenia Gonzalez Ehlinger and Fabian Stephany
Multiverse and University of Oxford - Oxford Internet Institute
Downloads 11 (1,066,780)

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Future of Work, Labour Markets, Skills, Education, AI, Sustainability

4.

The Concentration-after-Personalisation Index (CAPI): Governing Effects of Personalisation Using the Example of Targeted Online Advertising

Number of pages: 30 Posted: 19 Apr 2022
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute, affiliation not provided to SSRN, University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 227 (245,972)

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targeted advertising, personalisation, consumer welfare, consumer protection, consumer law, competition law; EU law, platform regulation, Digital Services Act, AI Act, Unfair Commercial Practices Directive, digital markets, law and economics, novel metrics

5.

What is the Price of a Skill? The Value of Complementarity

Stephany, F., & Teutloff, O. (2024). What is the price of a skill? The value of complementarity. Research Policy, 53(1), https://doi.org/10.1016/j.respol.2023.104898
Number of pages: 58 Posted: 15 Oct 2022 Last Revised: 21 Nov 2023
Fabian Stephany and Ole Teutloff
University of Oxford - Oxford Internet Institute and University of Copenhagen - Copenhagen Center for Social Data Science
Downloads 214 (260,018)

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artificial intelligence, automation, complementarity, future of work, human capital, networks, skills

6.

The Economics of Human Oversight: How Norms and Incentives Affect Costs and Performance of AI Workers

Number of pages: 37 Posted: 28 Dec 2023 Last Revised: 01 Feb 2024
Johann Laux, Fabian Stephany and Alice Liefgreen
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and University College London - Department of Experimental Psychology, Affective Brain Lab
Downloads 192 (287,030)
Citation 1

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Artificial Intelligence, Human Oversight, Labour Economics, Experimental Design

7.

The Science of Startups: The Impact of Founder Personalities on Company Success

Number of pages: 53 Posted: 17 Feb 2023
University of New South Wales (UNSW), University of Technology Sydney (UTS) - Faculty of Engineering and IT, University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute, University of Technology Sydney (UTS) and The University of Melbourne - Melbourne Graduate School of Education
Downloads 179 (305,568)

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science of success, startups, personality traits, crunchbase, twitter

8.

Online Labour Index 2020: New ways to measure the world’s remote freelancing market

Stephany, F., Kässi, O., Rani, U., & Lehdonvirta, V. (2021). Online Labour Index 2020: New ways to measure the world’s remote freelancing market. Big Data & Society. https://doi.org/10.1177/20539517211043240
Number of pages: 10 Posted: 24 May 2021 Last Revised: 21 Sep 2021
Fabian Stephany, Otto Kässi, Uma Rani and Vili Lehdonvirta
University of Oxford - Oxford Internet Institute, Etla, International Labour Organization (ILO) and University of Oxford - Oxford Internet Institute
Downloads 158 (340,307)
Citation 4

Abstract:

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Online Labour Markets, Gig Work, Platform Economy, Online Data Collection

9.

Climatic shocks and internal migration - Evidence from 442 million personal records in 64 countries

Zaveri, Esha; Russ, Jason; Khan, Amjad; Damania, Richard; Borgomeo, Edoardo; Jägerskog, Anders. 2021. Ebb and Flow, Volume 1 : Water, Migration, and Development. Washington, DC: World Bank. © World Bank. https://openknowledge.worldbank.org/handle/10986/36089 License: CC BY 3.0 IGO.
Number of pages: 24 Posted: 18 Nov 2021
Guy Abel, Raya Muttarak and Fabian Stephany
Shanghai University, International Institute for Applied Systems Analysis (IIASA) and University of Oxford - Oxford Internet Institute
Downloads 157 (342,109)
Citation 2

Abstract:

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census micro data, climatic shocks, drivers of migration, internal migration, machine learning, random forest models

10.

The CoRisk-Index: A Data-Mining Approach to Identify Industry-Specific Risk Assessments Related to COVID-19 in Real-Time

Number of pages: 18 Posted: 07 Jun 2020
University of Oxford - Oxford Internet Institute, University College London - Department of Computer Science, Hertie School - Centre for Digital Governance, Hertie School of Governance, University of Copenhagen - Copenhagen Center for Social Data Science and University of Oxford - Oxford Internet Institute
Downloads 124 (412,381)
Citation 32

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COVID-19, Coronavirus, Economic risk, Risk reports, SEC filings, Data mining, Natural language processing, Social data science

11.

A Mixed-Method Landscape Analysis of SME-focused B2B Platforms in Germany

Number of pages: 14 Posted: 24 Jun 2020
Alexander von Humboldt Institute for Internet and Society, University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute, Alexander von Humboldt Institute for Internet and Society and Alexander von Humboldt Institute for Internet and Society
Downloads 123 (414,830)

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SME, Platforms, Data Cooperation, Digital Platforms, Germany, Landscape Analysis, Cluster Analysis, Mixed-Method, Governance, Mittelstand

12.

When Does it Pay Off to Learn a New Skill? Revealing the Complementary Benefit of Cross-Skilling

Number of pages: 25 Posted: 03 Dec 2020 Last Revised: 11 Feb 2021
Fabian Stephany
University of Oxford - Oxford Internet Institute
Downloads 108 (456,943)
Citation 1

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Automation, Cross-Skilling, Labour Markets, Network Analysis, Online Labour Markets, Up-Skilling

13.

How the Far-Right Polarises Twitter: 'Highjacking' Hashtags in Times of COVID-19

Number of pages: 10 Posted: 13 Oct 2020 Last Revised: 27 Nov 2020
Philipp Darius and Fabian Stephany
Hertie School - Centre for Digital Governance and University of Oxford - Oxford Internet Institute
Downloads 95 (498,915)

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COVID-19, Twitter, Hashtag, Polarisation, Networks, Political Communication

14.

It’s Not Only Size That Matters: Trust and E-Government Success in Europe

Number of pages: 10 Posted: 03 Dec 2020
Fabian Stephany
University of Oxford - Oxford Internet Institute
Downloads 71 (593,374)
Citation 1

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E-Governance, Europe, Estonia, Random Model, Trust

15.

The Future of Employment Revisited: How Model Selection Affects Digitization Risks

Number of pages: 33 Posted: 29 Apr 2021 Last Revised: 29 Sep 2022
Fabian Stephany, Hanno Lorenz and Jan Kluge
University of Oxford - Oxford Internet Institute, affiliation not provided to SSRN and CESifo (Center for Economic Studies and Ifo Institute) - Ifo Institute
Downloads 60 (647,299)

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Classification, Employment, GLM, Technological Change

16.

Meeting Some, Trusting All - How Group Interaction Improves Social Trust

Braesemann, F., & Stephany, F. (2020). Between Bonds and Bridges: Evidence from a Survey on Trust in Groups. Social Indicators Research, 1-18.
Number of pages: 18 Posted: 25 Feb 2021
Fabian Braesemann and Fabian Stephany
University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 57 (663,520)

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Community, Social Capital, Trust, 2SLS

17.

Wikipedia: A Challenger’s Best Friend? Utilising Information-seeking Behaviour Patterns to Predict US Congressional Elections

Number of pages: 36 Posted: 03 Dec 2020
Hamza Salem and Fabian Stephany
University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 50 (704,212)
Citation 1

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communication studies, computational social science, election prediction, politics, social media, US elections, Wikipedia

18.

Coding Together - Coding Alone: The Role of Trust in Collaborative Programming

Stephany, F., Braesemann, F., & Graham, M. (2020). Coding together–coding alone: the role of trust in collaborative programming. Information, Communication & Society, 1-18.
Number of pages: 19 Posted: 18 Feb 2021
Fabian Stephany, Fabian Braesemann and Mark Graham
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 48 (716,766)
Citation 1

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Digital Knowledge Economy, Internet Geography, Platform Innovation, Collaborative Programming, Stack Overflow, Trust

19.

One Size Does Not Fit All: Constructing Complementary Digital Re-Skilling Strategies Using Online Labour Market Data

Stephany, F. (2021). One size does not fit all: Constructing complementary digital reskilling strategies using online labour market data. Big Data & Society, 8(1)
Number of pages: 8 Posted: 05 May 2021
Fabian Stephany
University of Oxford - Oxford Internet Institute
Downloads 39 (778,035)
Citation 2

Abstract:

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Artificial intelligence, automation, Big Data, networks, online labour platforms, skills

20.

An Exploration of Wikipedia Data as a Measure of Regional Knowledge Distribution

Accepted Manuscript reprint of a proceedings article published by Springer. The original source of publication is: Stephany F., Braesemann F. (2017) An Exploration of Wikipedia Data as a Measure of Regional Knowledge Distribution. In: Ciampaglia G., Mashhadi A., Yasseri T. (eds) Social Informatics.
Number of pages: 9 Posted: 24 Oct 2019
Fabian Stephany and Fabian Braesemann
University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 26 (883,325)
Citation 8

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Knowledge Geographies, Mining of Big Social Data, Wikipedia

21.

Who are Your Joneses? Socio-Specific Income Inequality and Trust

Stephany, F. (2022). Who are Your Joneses? Socio-Specific Income Inequality and Trust. Social Indicators Research, 134(3), 877-898.
Number of pages: 22 Posted: 22 Feb 2021 Last Revised: 25 Sep 2022
Fabian Stephany
University of Oxford - Oxford Internet Institute
Downloads 18 (959,683)

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Income inequality, Perception, Stratification, Trust, Europe

22.

It Deepens Like a Coastal Shelf: How Educational Mobility in Germany is Shaped by Social Capital Inheritance

Stephany, F. (2019). It Deepens like a Coastal Shelf: Educational Mobility and Social Capital in Germany. Social Indicators Research, 142(2), 855-885.
Posted: 22 Feb 2021
Fabian Stephany
University of Oxford - Oxford Internet Institute

Abstract:

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Educational inheritance, Two-stage least-squares, Ordered logistic regression, Social mobility, Social capital