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Kyvik Nordås, HildegunnORCID iD iconorcid.org/0000-0002-5944-3768
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Publications (10 of 60) Show all publications
Kyvik Nordås, H. (2026). Services Trade Under the WTO. Foreign Trade Review
Open this publication in new window or tab >>Services Trade Under the WTO
2026 (English)In: Foreign Trade Review, ISSN 0015-7325Article in journal (Refereed) Epub ahead of print
Abstract [en]

This article studies the role of the General Agreement on Trade in Services and the Reference Paper (RP) on telecommunications for the digital transformation of services trade, motivated by the special role assigned to telecommunications as the underlying transport means of all services. Using structural gravity applying recommended best practice (Poisson pseudo-maximum likelihood, three-way fixed effects and internal trade), it finds out that having scheduled the RP is associated with a boost in services trade and a shift over time towards digitally deliverable services. However, it does not find evidence that the RP and underlying domestic regulation have shifted trade from commercial presence towards cross-border trade.JEL Codes: F13, F14

Place, publisher, year, edition, pages
Sage Publications, 2026
Keywords
WTO, GATS, Reference Paper on telecoms, gravity
National Category
Economics
Identifiers
urn:nbn:se:oru:diva-127147 (URN)10.1177/00157325251409866 (DOI)001676819900001 ()
Available from: 2026-02-11 Created: 2026-02-11 Last updated: 2026-02-11Bibliographically approved
Klügl, F. & Kyvik Nordås, H. (2025). Cross-border data flows and AI adoption: Agent-based model simulations. Structural Change and Economic Dynamics, 75, 676-688
Open this publication in new window or tab >>Cross-border data flows and AI adoption: Agent-based model simulations
2025 (English)In: Structural Change and Economic Dynamics, ISSN 0954-349X, E-ISSN 1873-6017, Vol. 75, p. 676-688Article in journal (Refereed) Published
Abstract [en]

This paper develops a dynamic Agent Based Model to study the role of cross-border data flows for the joint uptake of artificial intelligence enabled software in manufacturing and engineering. The model features two technology-related business models: engineering as a face-to-face consultancy service, and engineering as a software licensing service. Engineering agents harvest data from their software clients in the home country and abroad and use the data for quality assurance and software updates. We compare scenarios along two dimensions: (i) harvesting data from own clients only versus from open data repositories, (ii) the strength of competition measured by the probability that a contract will be extended by another period. We find that restrictions on cross-border data flows slow down the speed of adoption considerably, particularly in small countries. The simulations generate an S-shaped technology uptake path for manufacturers and a U-shaped relationship between competition and technology uptake in engineering. Interestingly, cross-border data flows flatten the U.

Place, publisher, year, edition, pages
Elsevier, 2025
Keywords
Cross-border data flows, Technology adoption, Trade, Agent Based Modeling
National Category
Economics Computer Sciences
Identifiers
urn:nbn:se:oru:diva-125022 (URN)10.1016/j.strueco.2025.10.009 (DOI)001605575300001 ()2-s2.0-105019178217 (Scopus ID)
Available from: 2025-11-18 Created: 2025-11-18 Last updated: 2026-01-23Bibliographically approved
Engberg, E., Görg, H., Lodefalk, M., Javed, F., Längkvist, M., Monteiro, N., . . . Tang, A. (2024). AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries. Bonn: IZA Institute of Labor Economics
Open this publication in new window or tab >>AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries
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2024 (English)Report (Other academic)
Abstract [en]

We unbox developments in artificial intelligence (AI) to estimate how exposure to these developments affect firm-level labour demand, using detailed register data from Denmark, Portugal and Sweden over two decades. Based on data on AI capabilities and occupational work content, we develop and validate a time-variant measure for occupational exposure to AI across subdomains of AI, such as language modelling. According to the model, white collar occupations are most exposed to AI, and especially white collar work that entails relatively little social interaction. We illustrate its usefulness by applying it to near-universal data on firms and individuals from Sweden, Denmark, and Portugal, and estimating firm labour demand regressions. We find a positive (negative) association between AI exposure and labour demand for high-skilled white (blue) collar work. Overall, there is an up-skilling effect, with the share of white-collar to blue collar workers increasing with AI exposure. Exposure to AI within the subdomains of image and language are positively (negatively) linked to demand for high-skilled white collar (blue collar) work, whereas other AI-areas are heterogeneously linked to groups of workers.

Place, publisher, year, edition, pages
Bonn: IZA Institute of Labor Economics, 2024. p. 43
Series
IZA Discussion Paper Series, E-ISSN 2365-9793 ; 16717
Keywords
artificial intelligence, labour demand, multi-country firm-level evidence
National Category
Economics
Identifiers
urn:nbn:se:oru:diva-128059 (URN)
Available from: 2026-03-20 Created: 2026-03-20 Last updated: 2026-03-20Bibliographically approved
Kyvik Nordås, H. (2024). Copyright and trade in the digital music industry. In: Walter G. Park (Ed.), Handbook of Innovation and Intellectual Property Rights: Evolving Scholarship and Reflections (pp. 177-190). Edward Elgar Publishing
Open this publication in new window or tab >>Copyright and trade in the digital music industry
2024 (English)In: Handbook of Innovation and Intellectual Property Rights: Evolving Scholarship and Reflections / [ed] Walter G. Park, Edward Elgar Publishing, 2024, p. 177-190Chapter in book (Refereed)
Abstract [en]

This chapter describes the digital transition of the global recorded music industry with a focus on how artificial intelligence (AI) has changed the way music is distributed, consumed, and how AI serves as a tool for creating music. The transition has raised questions about what is copyrightable and what constitutes copyright infringements. This debate should shed more light on the rationale for copyright, namely incentives to innovate in competitive markets. The music industry is one of the most global industries in the world despite being excluded from most trade agreements. AI contributes to continual global markets as it helps identify and track recorded music to the benefit of rights holders all over the world. However, with growing tensions between the major players in the digital economy - over AI, privacy, cyber security, among others - music streaming may be caught in the crossfire.

Place, publisher, year, edition, pages
Edward Elgar Publishing, 2024
Keywords
Digital music, Technology, Trade, Copyright
National Category
Economics
Identifiers
urn:nbn:se:oru:diva-119303 (URN)10.4337/9781800880627.00019 (DOI)9781800880610 (ISBN)9781800880627 (ISBN)
Available from: 2025-02-14 Created: 2025-02-14 Last updated: 2025-02-17Bibliographically approved
Klügl, F. & Kyvik Nordås, H. (2024). Double whammy? Trade and automation in engineering services. Review of International Economics, 32(4), 1493-1520
Open this publication in new window or tab >>Double whammy? Trade and automation in engineering services
2024 (English)In: Review of International Economics, ISSN 0965-7576, E-ISSN 1467-9396, Vol. 32, no 4, p. 1493-1520Article in journal (Refereed) Published
Abstract [en]

This paper studies the role of trade for the joint uptake of AI-enabled automation in manufacturing and engineering. It develops an agent-based model (ABM) where the agents are heterogeneous manufacturers and engineering firms. The ABM features two technology-related business models: engineering as a face-to-face consultancy service and engineering as automated software. The software adoption rate follows an S-shaped curve for manufacturers and a boom and bust cycle for engineers. In the early phase, shortage of engineers constrains AI uptake, while engineers become abundant when AI is fully adopted. Trade affects the cut-off productivity level at which manufacturers switch technology, the shape of the adoption rate curve, and the incentives for engineers to develop software. Bulky transactions and different productivity distributions across countries are drivers of trade in their own right.

Place, publisher, year, edition, pages
John Wiley & Sons, 2024
Keywords
agent based modelling, automation, technology adoption, trade
National Category
Economics
Identifiers
urn:nbn:se:oru:diva-112454 (URN)10.1111/roie.12743 (DOI)001178961000001 ()2-s2.0-85186854173 (Scopus ID)
Funder
The Jan Wallander and Tom Hedelius FoundationTore Browaldhs stiftelse, P19-0234
Available from: 2024-03-20 Created: 2024-03-20 Last updated: 2024-11-20Bibliographically approved
Melchior, A. & Kyvik Nordås, H. (2024). Perspektiv på EØS 30 år. Internasjonal Politikk, 82(2), 135-164
Open this publication in new window or tab >>Perspektiv på EØS 30 år
2024 (Norwegian)In: Internasjonal Politikk, ISSN 0020-577X, E-ISSN 1891-1757, Vol. 82, no 2, p. 135-164Article in journal (Refereed) Published
Abstract [no]

EØS-avtalen har bidratt til at EU er Norges klart viktigste handelspartner, med kraftig vekst i handelen særlig med nye medlemsland. For varer har EØS ført til et nesten sømløst felles marked for de sektorer som omfattes. Også for tjenester er EØS verdens dypeste handelsavtale, men forskjeller mellom regulering i ulike EØS-land er fortsatt en utfordring. Østutvidelsen fra 2004 var et fredsprosjekt og har ført til kraftig økonomisk og sosial utjevning i Europa. Innvandrere fra nye EU-medlemsland står nå for en fjerdedel av innvandrere i Norge, og de har høy yrkesdeltaking. Det indre marked og EØS har ført til økt velferd og en betydelig vekst i handelen. EØS vil være viktig for Norges industrielle omstilling etter oljen. Krig, geopolitisk spenning og svekket globalt samarbeid har sammen med det grønne skiftet ført til en rekke reformer i EU og en voksende gråsone i forhold til EØS-avtalen. Denne gråsonen spiller også over på Norges handelspolitikk overfor tredjeland.

Abstract [en]

The EEA agreement has contributed to the EU being Norway’s largest trade partner, with particularly strong trade growth with new member states. For goods, the EEA has created an almost seamless market for the sectors covered. EEA is also the world’s deepest trade agreement for services, but different regulations across EEA countries is still a challenge. The eastern enlargement from 2004 was a peace project and has led to strong economic and social convergence in Europe. Immigrants from new member countries now account for ¼ of immigrants in Norway, with high labor force participation. The internal market and the EEA has led to higher welfare and a considerable increase in trade. The EEA will be important for Norway’s industrial transition after the oil era. War, geopolitical tension and weaker global cooperation has, jointly with the green transition, led to a number of reforms in the EU and a growing grey area related to the EEA agreement. This also spills over to Norway’s trade policy for third countries.

Place, publisher, year, edition, pages
Cappelen Damm Akademisk, 2024
Keywords
EEA agreement, internal market, European integration, EU, EEA, EØS-avtalen, indre marked, europeisk integrasjon, EU, EØS
National Category
Economics and Business
Identifiers
urn:nbn:se:oru:diva-119302 (URN)10.23865/intpol.v82.6427 (DOI)001358820700001 ()2-s2.0-85203996184 (Scopus ID)
Available from: 2025-02-14 Created: 2025-02-14 Last updated: 2026-01-23Bibliographically approved
Klügl, F. & Kyvik Nordås, H. (2023). Modelling Agent Decision Making in Agent-based Simulation - Analysis Using an Economic Technology Uptake Model. In: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS '23: . Paper presented at 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), London, United Kingdom, May 29 – June 2, 2023 (pp. 1903-1911). International Foundation for Autonomous Agents and Multiagent Systems, 2023-May
Open this publication in new window or tab >>Modelling Agent Decision Making in Agent-based Simulation - Analysis Using an Economic Technology Uptake Model
2023 (English)In: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS '23, International Foundation for Autonomous Agents and Multiagent Systems , 2023, Vol. 2023-May, p. 1903-1911Conference paper, Published paper (Refereed)
Abstract [en]

Agent-based Simulation Modelling focuses on the agents' decision making in their individual context. The decision making details may substantially affect the simulation outcome, and therefore need to be carefully designed.

In this paper we contrast two decision making architectures: a process oriented approach in which agents generate expectations and a reinforcement-learning based architecture inspired by evolutionary game theory. We exemplify those architectures using a technology uptake model in which agents decide about adopting automation software. We find that the end result is the same with both decision making processes, but the path towards full adoption of software differs. Both sets of simulations are robust, explainable and credible. The paper ends with a discussion what is actually gained from replacing behaviour description by learning.

Place, publisher, year, edition, pages
International Foundation for Autonomous Agents and Multiagent Systems, 2023
Keywords
Agent-based simulation, Decision making, Reinforcement Learning, Technology adoption
National Category
Computer Sciences Economics
Research subject
Computer Science
Identifiers
urn:nbn:se:oru:diva-106242 (URN)2-s2.0-85171273963 (Scopus ID)9781450394321 (ISBN)
Conference
22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), London, United Kingdom, May 29 – June 2, 2023
Available from: 2023-06-12 Created: 2023-06-12 Last updated: 2025-01-13Bibliographically approved
Kyvik Nordås, H. (2023). Norsk tenestehandel og EØS: [Norwegian Services Trade and the EEA]. Internasjonal Politikk, 81(3), 324-355
Open this publication in new window or tab >>Norsk tenestehandel og EØS: [Norwegian Services Trade and the EEA]
2023 (Norwegian)In: Internasjonal Politikk, ISSN 0020-577X, E-ISSN 1891-1757, Vol. 81, no 3, p. 324-355Article in journal (Refereed) Published
Abstract [en]

Against the backdrop of a new debate about a possible free trade agreement replacing Norway’s EEA membership, this article studies the impact of the EEA agreement on Norway’s services trade. Using the structural gravity model, it first analyses the impact of EEA on total services trade. Norway’s total services exports is estimated to be about 35 percent higher within EEA than with a hypothetical free trade agreement. The article next focuses on financial services and communications services. Compared to the hypothetical free trade agreement the EEA agreement has raised trade by about 50 percent in both sectors. Furthermore, providing the essential infrastructure for trade, the internal market for telecommunications and finance has boosted trade in all services sectors. Brexit does not change these estimates much.

Abstract [no]

Denne artikkelen ser på korleis EØS-medlemskapet har påverka norsk teneste­handel. Ved hjelp av ein gravitasjonsmodell studerer eg først verknaden av EØS for handel med tenester generelt. Deretter går artikkelen inn på sentrale tenestesektorar og studerer effekten av spesifikke handelspolitiske indikatorar. Analysen viser at EØS-avtalen er assosiert med rundt 35 prosent høgare eksport samanlikna med ein frihandelsavtale. I finansielle tenester og kommunikasjonstenester er eksporten rundt 50 prosent høgare med EØS-avtalen samanlikna med ein handelsavtale. Brexit endrar desse estimata overraskande lite. Opne, velregulerte og harmoniserte marknader for kommunikasjonstenester er spesielt viktig for tenestehandelen.

Place, publisher, year, edition, pages
Cappelen Damm Akademisk, 2023
Keywords
EEA, FTA, services trade, structural gravity, EØS, tenestehandel, gravitasjonsmodellen, Norge
National Category
Economics
Identifiers
urn:nbn:se:oru:diva-110219 (URN)10.23865/intpol.v81.5657 (DOI)001109562400004 ()2-s2.0-85170234700 (Scopus ID)
Available from: 2023-12-14 Created: 2023-12-14 Last updated: 2024-02-20Bibliographically approved
Kyvik Nordås, H. (2023). Services in the India-EU free trade agreement. International Economics, 176, Article ID 100460.
Open this publication in new window or tab >>Services in the India-EU free trade agreement
2023 (English)In: International Economics, ISSN 2110-7017, Vol. 176, article id 100460Article in journal (Refereed) Published
Abstract [en]

This paper analyses the proposed free trade agreement (FTA) between EU and India focusing on services trade. Based on the text published by the European Union, it uses the OECD STRI simulator to calculate the preference margins implied by the agreement and next predicts the impact on services trade flows using a general equilibrium structural gravity analysis. I find that the preference margin on the Services Trade Restrictiveness Index (STRI) for Indian exports to the EU is between four and eight basis points depending on the sector, while for EU's exports to India the preference margin is between 10 and 35 basis points. The predicted effect is more than a doubling of EU services exports to India, while India's services exports to the EU would increase by about 50%. EU's trade with the rest of the world would not change much, while India's exports to the rest of the world would contract by about 3%. Real services output would not change much in the EU or India. Lifting trade restrictions in the telecommunications sector is the most important policy area for facilitating services trade. About half of the predicted export expansion is driven by reforms to domestic regulation.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
EU, FTA, India, Services, Trade
National Category
Economics
Identifiers
urn:nbn:se:oru:diva-110174 (URN)10.1016/j.inteco.2023.100460 (DOI)001632592700009 ()2-s2.0-85174695761 (Scopus ID)
Funder
The Research Council of Norway, NRC 325996
Available from: 2023-12-12 Created: 2023-12-12 Last updated: 2026-01-23Bibliographically approved
Kyvik Nordås, H. (2023). Services SMEs and international trade. In: Faïz Gallouj; Camal Gallouj; Marie-Christine Monnoyer; Luis Rubalcaba; Markus Scheuer (Ed.), Elgar Encyclopedia of Services: (pp. 513-515). Edward Elgar Publishing
Open this publication in new window or tab >>Services SMEs and international trade
2023 (English)In: Elgar Encyclopedia of Services / [ed] Faïz Gallouj; Camal Gallouj; Marie-Christine Monnoyer; Luis Rubalcaba; Markus Scheuer, Edward Elgar Publishing , 2023, p. 513-515Chapter in book (Other academic)
Place, publisher, year, edition, pages
Edward Elgar Publishing, 2023
National Category
Business Administration
Identifiers
urn:nbn:se:oru:diva-118563 (URN)10.4337/9781802202595.services.smes.and (DOI)2-s2.0-85182821453 (Scopus ID)9781802202588 (ISBN)9781802202595 (ISBN)
Available from: 2025-01-16 Created: 2025-01-16 Last updated: 2025-01-16Bibliographically approved
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