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

  • University of Oxford - Oxford Internet Institute

  • Bruegel

  • Alexander von Humboldt Institute for Internet and Society

SCHOLARLY PAPERS

24

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4,695

TOTAL CITATIONS
Rank 24,750

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Top 24,750

in Total Papers Citations

72

Scholarly Papers (24)

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1.

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

Downloads 1,058 (45,540)
Citation 5

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

Number of pages: 51 Posted: 13 Nov 2023 Last Revised: 06 Nov 2024
Eugenia Gonzalez Ehlinger and Fabian Stephany
Multiverse and University of Oxford - Oxford Internet Institute
Downloads 873 (58,640)
Citation 1

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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 129 (471,277)
Citation 2

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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 56 (804,545)
Citation 2

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

2.

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 617 (93,335)

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Gig Work, Online Labour Markets, Platform Economy

3.

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

Number of pages: 53 Posted: 17 Feb 2023
Paul X. McCarthy, Xian Gong, Fabian Stephany, Fabian Braesemann, Marian-Andrei Rizoiu and Peggy Kern
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 University of Melbourne - Melbourne Graduate School of Education
Downloads 314 (205,750)

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

4.

The Polarisation of Remote Work

Number of pages: 78 Posted: 11 Oct 2021
Fabian Braesemann, Fabian Stephany, Ole Teutloff, Otto Kässi, Mark Graham and Vili Lehdonvirta
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 309 (209,394)
Citation 6

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

5.

Improving Task Instructions for Data Annotators: How Clear Rules and Higher Pay Increase Performance in Data Annotation in the AI Economy

Number of pages: 38 Posted: 28 Dec 2023 Last Revised: 16 Aug 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 277 (234,846)
Citation 1

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Artificial Intelligence, Data Annotation, Labour Economics, Experimental Design C93, D22, D91, J24, J81, K20, L86, M54, O33

6.

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 273 (238,422)

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

7.

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
Johann Laux, Fabian Stephany, Chris Russell, Sandra Wachter and Brent Mittelstadt
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 258 (252,460)

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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

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 213 (304,430)
Citation 9

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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 189 (340,277)
Citation 2

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

10.

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

Number of pages: 14 Posted: 24 Jun 2020
Tina Krell, Fabian Braesemann, Fabian Stephany, Nicolas Friederici and Philip Meier
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 162 (389,931)

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

11.

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
Fabian Stephany, Niklas Stoehr, Philipp Darius, Leonie Neuhäuser, Ole Teutloff and Fabian Braesemann
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 135 (452,754)
Citation 32

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

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 126 (478,361)
Citation 2

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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 115 (513,134)
Citation 1

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

14.

Complement or substitute? How AI increases the demand for human skills

Number of pages: 69
Elina Mäkelä and Fabian Stephany
Oxford internet Institute and University of Oxford - Oxford Internet Institute
Downloads 115

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AI, Automation, Complementarity, Future of Work, Labour Markets

15.

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 86 (625,759)
Citation 1

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

16.

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 81 (648,271)
Citation 1

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

17.

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 76 (672,174)

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Classification, Employment, GLM, Technological Change

18.

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 73 (687,404)

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Community, Social Capital, Trust, 2SLS

19.

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 66 (725,823)
Citation 2

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

20.

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 59 (768,536)
Citation 2

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

21.

Better Pay, Clearer Guidance: On the Returns of Investing in the Working Conditions of AI Data Workers

Number of pages: 11 Posted: 11 Nov 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 36 (955,972)

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Artificial Intelligence, Dana Annotation, Human Labour, Working Conditions, AI Policy, Experimental Design

22.

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 34 (976,232)
Citation 8

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Knowledge Geographies, Mining of Big Social Data, Wikipedia

23.

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 23 (1,101,907)

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Income inequality, Perception, Stratification, Trust, Europe

24.

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

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