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Stefan Flügel

PhD
Position Chief Research Economist
E-mail sfl@toi.no
Direct phone 41 52 05 76
Department Department of Technology and Innovation
Research Area Transport Models
Machine Learning and Data Science

TØI-reports

Report.no Title Authors Language Download
1993/2023 1993/2023 TraModSim: an open-source traffic assignment tool for TraMod_By based on MATSim Stefan Flügel, Gunnar Flötteröd, Rasmus Ringdal, Christian Weber English Summary, pdf
Full report, pdf
Sammendrag, pdf
1923/2022 1923/2022 Driving comfort level, value of travel time, and route choice of car travelers Askill Harkjerr Halse, Stefan Flügel, Knut Johannes Liland Hartveit, Christian Steinsland Norwegian Summary
Full report - in Norwegian only
Sammendrag
1922/2022 1922/2022 Bicycle infrastructure and bicycle demand - Literature review and development of a simple spreadsheet model Ingunn Opheim Ellis, Stefan Flügel Norsk bokmål Summary
Full report - in Norwegian only
Sammendrag
1882/2022 1882/2022 Valuation based on Big Data and revealed preference data: An assessment for Norwegian transport appraisal Stefan Flügel, Askill Harkjerr Halse, Christian Weber, Ingunn Opheim Ellis English Summary
Full report
Sammendrag
1876/2022 1876/2022 Further development of models for distributions of trip purpose and arrival time of train trips Stefan Flügel, Aino Ukkonen, Rikke Ingebrigtsen, Frants Gundersen, Nina Hulleberg Norwegian Summary
Full report - in Norwegian only
Sammendrag
1842/2021 1842/2021 Valuation of active transport factors – infrastructure and health. Technical report, the Norwegian valuation study 2018-2020. Knut Veisten, Stefan Flügel, Askill Harkjerr Halse, Guri Natalie Jordbakke, Hanne Beate Sundfør Norwegian Summary
Hele rapporten
Sammendrag
1823/2021 1823/2021 The Norwegian Substitution Study for Electronic Communication Rasmus Bøgh Holmen, Christian S. Mjøsund, Harald Wium Lie, Mikael Christiansson, Stefan Flügel Norwegian Summary
Hele rapporten
Sammendrag
1819/2021 1819/2021 A forward-looking perspective on Norwegian transport models. Opportunities for improved models with a focus on travel in urban areas Stefan Flügel, Anne Madslien, Nina Hulleberg, Christian Steinsland, Bjørn Gjerde Johansen Norwegian Hele rapporten
Sammendrag
1814/2021 1814/2021 New demand model for short trips in Norway. Technical documentation from the estimation Jens Rekdal, Odd I Larsen, Tom N Hamre, Olav Kåre Malmin, Nina Hulleberg, Stefan Flügel, Anne Madslien Norwegian Summary - in Norwegian only
Full report - in Norwegian only
Exhibit - in Norwegian only
1804/2020 1804/2020 A tool for projections and scenario analysis of train trips in Norway Stefan Flügel, Aino Ukkonen, Nina Hulleberg, Vegard Østli Norwegian Summary
Full report - in Norwegian only
Sammendrag
1778/2020 1778/2020 The Value of Time as a continuous function of travel distance Stefan Flügel, Anne Madslien Norwegian Summary - in Norwegian only
Full report - in Norwegian only
1774/2020 1774/2020 Valuation of driving comfort for different road types Stefan Flügel, Askill Harkjerr Halse, Knut Johannes Liland Hartveit, Nina Hulleberg, Christian Steinsland, Aino Ukkonen Norwegian Summary
Full report - in Norwegian only
Sammendrag
1762/2020 1762/2020 Value of travel time and related factors. Technical report, the Norwegian valuation study 2018-2019. Stefan Flügel, Askill Harkjerr Halse, Nina Hulleberg, Guri Natalie Jordbakke, Knut Veisten, Hanne Beate Sundfør, Marco Kouwenhoven Norwegian Summary
Exhibits A-I - in Norwegian only
Rapporten uten vedleggene
Sammendrag
1757/2020 1757/2020 Public transport passengers’ valuation of universal design and comfort Knut Veisten, Stefan Flügel, Askill Harkjerr Halse, Nils Fearnley, Hanne Beate Sundfør, Nina Hulleberg, Guri Natalie Jordbakke Norwegian Summary
Full report - in Norwegian only
Sammendrag
1727/2019 1727/2019 A new model for shifting the time of travel in regional transport models Stefan Flügel, Tom N Hamre Norwegian Summary
Full report - in Norwegian only
Sammendrag
1680/2019 1680/2019 The Norwegian value of time study on freight transport 2018 Askill Harkjerr Halse, Christian S. Mjøsund, Marit Killi, Stefan Flügel, Guri Natalie Jordbakke, Inger Beate Hovi, Marco Kouwenhoven, Gerard de Jong Norsk bokmål Summary
Full report - in Norwegian only
Sammendrag
1648/2018 1648/2018 Empirical based infrastructure weights for bicycle route choice Nina Hulleberg, Stefan Flügel, Grétar Ævarsson Norwegian Summary
Full report - in Norwegian only
Sammendrag
1596/2017 1596/2017 Further development of the market potential model for Oslo and Akershus (MPM23 v2.0) Stefan Flügel, Guri Natalie Jordbakke Norwegian Summary
Full report - in Norwegian only
Sammendrag
1561/2017 1561/2017 Calculation of economic benefits of planned bicycle highways with the tool EkspressEffekt Stefan Flügel, Anne Madslien Norwegian Summary
Hele rapporten
Sammendrag
1558/2017 1558/2017 Modelling distributions of trip purpose and preffered arrival time for train trips Stefan Flügel, Rikke Ingebrigtsen, Nina Hulleberg Norwegian Summary
Full report in Norwegian only
Sammendrag
1557/2017 1557/2017 Speed models for bicycle and e-bike Stefan Flügel, Nina Hulleberg, Aslak Fyhri, Christian Weber, Grétar Ævarsson, Eva-Gurine Skartland Norwegian Summary
Hele rapporten
Sammendrag
1534/2016 1534/2016 Trenklin 2: Review of the Model and Discussion about Fields of Application Stefan Flügel, Nina Hulleberg Norwegian Summary
Full report - in Norwegian only
Sammendrag
1451/2015 1451/2015 Market potential model for Oslo and Akershus (MPM23) – Documentation and user manual of version 1.0 Stefan Flügel, Elise Caspersen, Truls Angell, Nils Fearnley, Chi Kwan Kwong Norwegian Summary
Full report
Model description and additional analysis with version 1.1
1408/2015 1408/2015 Measuring the patronage impact of soft quality improvements in urban public transport Nils Fearnley, Jørgen Aarhaug, Stefan Flügel, Jonas Eliasson, Anne Madslien Norwegian Summary
Hele rapporten
Sammendrag
1358/2014 1358/2014 Evaluation of methods for calculating traffic assignment and travel times in congested urban areas with strategic transport models Stefan Flügel, Gunnar Flötteröd, Chi Kwan Kwong, Christian Steinsland English Summary
Full report
Sammendrag
1083/2010 1083/2010 Valuation of freight transport time and reliability Askill Harkjerr Halse, Hanne Samstad, Marit Killi, Stefan Flügel, Farideh Ramjerdi Norwegian Summary
Full report
Sammendrag
1053h/2010 1053h/2010 Value of time, safety and environment in passenger transport – Supplementary study of the values of time Askill Harkjerr Halse, Stefan Flügel, Marit Killi Norwegian Summary
Hele rapporten
Sammendrag
1053g/2010 1053g/2010 Value of time, safety and environment in passenger transport - Insecurity Stefan Flügel, Knut Veisten, Farideh Ramjerdi Norwegian Hele rapporten
Sammendrag
1053f/2010 1053f/2010 Value of time, safety and environment in passenger transport. Positive health effects Knut Veisten, Stefan Flügel, Farideh Ramjerdi Norwegian Summary
Hele rapporten
Sammendrag
1053c/2010 1053c/2010 Value of time, safety and environment in passenger transport. Accidents - Valuation of statistical lives and limbs and the social costs of road accidents Knut Veisten, Stefan Flügel, Rune Elvik Norwegian Summary
Hele rapporten
Sammendrag
1053b/2010 1053b/2010 Value of time, safety and environment in passenger transport – Time Farideh Ramjerdi, Stefan Flügel, Hanne Samstad, Marit Killi Norwegian Summary
Rapporten uten vedlegg
Vedleggene
1053a/2010 1053a/2010 Value of time, safety and environment in passenger transport - Description of data Hanne Samstad, Marit Killi, Stefan Flügel, Knut Veisten, Farideh Ramjerdi Norwegian Summary
Hele rapporten
Sammendrag
1053/2010 1053/2010 Value of time, safety and environment in Norwegian passenger transport - Summary Report Hanne Samstad, Farideh Ramjerdi, Knut Veisten, Ståle Navrud, Kristin Magnussen, Stefan Flügel, Marit Killi, Askill Harkjerr Halse, Rune Elvik, Orlando San Martin Norwegian Summary
Hele rapporten
Sammendrag
1039/2009 1039/2009 Passengers’ valuation of measures for universal design of public transport Nils Fearnley, Stefan Flügel, Marit Killi, Merethe Dotterud Leiren, Åse Nossum, Kåre H. Skollerud, Jørgen Aarhaug Norwegian Summary
Hele rapporten
Sammendrag

Academic articles

Title Authors Publication
Aversion to In-vehicle Crowding before, during and after the COVID-19 Pandemic Stefan Flügel, Nina Hulleberg Findings, 2022, (August):1-7
Value of travel time by road type Stefan Flügel, Askill Harkjerr Halse, Knut Johannes Liland Hartveit, Aino Ukkonen European Transport Research Review, 2022, 14(35):13
The effect of health benefits on the value of travel time savings in active transport Stefan Flügel, Knut Veisten, Hanne Beate Sundfør, Guri Natalie Jordbakke, Nina Hulleberg, Askill Harkjerr Halse Journal of Transport & Health, 2021, 21(101074):1-15
Investigating observed and unobserved variation in the probability of ‘not travel’ as a behavioural response to restrictive policies Stefan Flügel, Nils Fearnley, Marit Killi Transportation Research Part D: Transport and Environment, 2019, 77(December):63-76
A comparison of bus passengers' and car drivers' valuation of casualty risk reductions in their routes Stefan Flügel, Knut Veisten, Luis I. Rizzi, Juan de Dios Ortúzar, Rune Elvik Accident Analysis and Prevention, 2019, 122(January 2019):63-75
Review and meta-analysis of inter-modal cross-elasticity evidence Mark Wardman, Jeremy P Toner, Nils Fearnley, Stefan Flügel, Marit Killi Transportation Research Part A: Policy and Practice, 2018, 118(December):662-681
Competition and substitution between public transport modes Nils Fearnley, Graham Currie, Stefan Flügel, Fredrik Alexander Gregersen, Marit Killi, Jeremy P Toner, Mark Wardman Research in Transportation Economics, 2018, 69(September):51-58
Empirical speed models for cycling in the Oslo road network Stefan Flügel, Nina Hulleberg, Aslak Fyhri, Christian Weber, Grétar Ævarsson Transportation, 2017, :25
What Factors Affect Cross-Modal Substitution - Evidences from the Oslo Area Stefan Flügel, Nils Fearnley, Jeremy P Toner International Journal of Transport Development and Integration, 2017, 2(1):11-29
Triggers of Urban Passenger Mode Shift – State of the Art and Model Evidence Nils Fearnley, Stefan Flügel, Marit Killi, Fredrik Alexander Gregersen, Mark Wardman, Elise Caspersen, Jeremy P Toner Transportation Research Procedia, 2017, 26(Open Access):62-80
Methodological challenges in modelling the choice of mode for a new travel alternative using binary stated choice data – The case of high speed rail in Norway Stefan Flügel, Askill Harkjerr Halse, Juan de Dios Ortúzar, Luis I. Rizzi Transportation Research Part A: Policy and Practice, 2015, 78:438–451
Asymmetric preferences for road safety: evidence from a stated choice experiment among car drivers Stefan Flügel, Rune Elvik, Knut Veisten, Luis I. Rizzi, Sunniva Frislid Meyer, Farideh Ramjerdi, Juan de Dios Ortúzar Transportation Research Part F: Psychology and Behaviour, 2015, 31:112–123
Car drivers’ valuation of landslide risk reductions Stefan Flügel, Luis I. Rizzi, Knut Veisten, Rune Elvik, Juan de Dios Ortúzar Safety Science, 2015, 77:1-9
Valuation of cycling facilities with and without controlling for casualty risk Stefan Flügel, Farideh Ramjerdi, Knut Veisten, Marit Killi, Rune Elvik International Journal of Sustainable Transportation, 2015, 9(5):364-376
Accounting for user type and mode effects on the value of travel time savings in project appraisal: Opportunities and challenges Stefan Flügel Research in Transportation Economics, 2014, 47:50-60
Valuing casualty risk reductions from estimated baseline risk Knut Veisten, Stefan Flügel, Luis I. Rizzi, Juan de Dios Ortúzar, Rune Elvik Research in Transportation Economics, 2013, 43(1):50-61
Passengers' valuations of universal design measures in public transport Nils Fearnley, Stefan Flügel, Farideh Ramjerdi Research in Transportation Economics, 2011, 2:83-91
Cycling and walking for transport: estimating net health effects from comparison of different transport mode users' self-reported physical activity Knut Veisten, Stefan Flügel, Farideh Ramjerdi, Harald Minken Health Economics Review, 2011, 1(3):9p.
Public's trade-off between a new risk-based airport screening and asserted terror risk impact: a stated choice survey from Norway Knut Veisten, Stefan Flügel, Torkel Bjørnskau Journal of Transportation Technologies, 2011, 1(2):11-20

Academic books/ chapters, etc.

Title Authors Publication
Estimation of Value of Time Stefan Flügel, Askill Harkjerr Halse I: Roger Vickerman (eds.):International Encyclopedia of Transportation, Vol. 1, s. United KingdomElsevier , 2021
Modal substitution in urban transport: a stated preference approach Nils Fearnley, Stefan Flügel, Marit Killi I: 7th Transport Research Arena TRA 2018, April 16-19, 2018, Vienna, AustriaWienTRA 2018 , 2018
Forecasting ridership for new modes using binary stated choice data – methodological challenges in studying the demand for high-speed rail in Norway Stefan Flügel, Askill Harkjerr Halse I: 1st European Symposium on Quantitative Methods in Transportation SystemsLausanne , 2012
Non-Linear Utility Specifications in Mode Choice Models for High-Speed Rail Stefan Flügel, Askill Harkjerr Halse I: Kuhmo Nectar Conference on Transportation Economics 2012Berlin , 2012

Other reports, books, papers etc.

Title Authors Publication
Cost Benefit Analyses: Passengers' Valuations of Universal Design for Public Transport Stefan Flügel, Nils Fearnley, Marit Killi I: TransportforumLinköping, Sweden , 2010
Passengers' valuations of accessibility of public transport. Nils Fearnley, Stefan Flügel, Marit Killi, Merethe Dotterud Leiren, Åse Nossum, Farideh Ramjerdi I: The International Association for Travel Behaviour Research (IATBR) biannual conferenceJaipur, India , 2009
      

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