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Publications (10 of 88) Show all publications
May, R., Carling, K. & Huang, P. (2024). Assessment of the broader applicability of a smart agent in peer-to-peer energy trading: A full factorial analysis of a multi-agent reinforcement learning solution. Energy, 309, Article ID 133066.
Open this publication in new window or tab >>Assessment of the broader applicability of a smart agent in peer-to-peer energy trading: A full factorial analysis of a multi-agent reinforcement learning solution
2024 (English)In: Energy, ISSN 0360-5442, E-ISSN 1873-6785, Vol. 309, article id 133066Article in journal (Refereed) Published
Abstract [en]

To realise the clean energy transition, peer-to-peer (P2P) renewable energy sharing markets have been proposed as one possible solution for achieving such a goal and are recognised as a potential path to achieving other goals such as affordable and reliable energy. Existing studies have shown that coordination at the micro level can be achieved by employing such P2P market structures. A pressing question concerns how to set the trade price such that the community coordinates in a way that maximises social welfare. A solution to this question based on multi-agent reinforcement learning (MARL) has been provided as a proof-of-concept in a single environment. However, various factors such as climate and community scale have been shown to affect the collective performance in such energy-sharing communities. In this work, to test the wider applicability of the proposed solution, a full factorial experiment based on the factors of climate, , community scale, , and price mechanism, , is conducted to ascertain the response of the community w.r.t. the outputs: community selfsufficiency, , total net-loss, , and income equality. . In short, we find that a community stands an odds of 2 to 1 in higher savings by adopting a smart agent.

Keywords
Peer-to-peer market, Community-based market, Dynamic pricing, Multi-agent reinforcement learning, Price-of-anarchy
National Category
Computer and Information Sciences Energy Systems Social Sciences
Identifiers
urn:nbn:se:du-49394 (URN)10.1016/j.energy.2024.133066 (DOI)001309024700001 ()2-s2.0-85203027304 (Scopus ID)
Available from: 2024-09-24 Created: 2024-09-24 Last updated: 2024-09-30Bibliographically approved
Carling, K., Huq, A. M. & Lagin, M. (2024). Data-sharing SME, Last-Mile Delivery LivingLab: a FEDeRATED LivingLab. In: Annica Roos, Jan Bergstrand, Cecilia Strokirk, Kenneth Lind, Mikael Lind, Sandra Haraldson, Daniel Moback, Kristoffer Skjutare (Ed.), FoI - Digitaliserade sammodala hållbara transportkedjor, Living Labs i projekt FEDeRATED: . Borlänge: Trafikverket
Open this publication in new window or tab >>Data-sharing SME, Last-Mile Delivery LivingLab: a FEDeRATED LivingLab
2024 (English)In: FoI - Digitaliserade sammodala hållbara transportkedjor, Living Labs i projekt FEDeRATED / [ed] Annica Roos, Jan Bergstrand, Cecilia Strokirk, Kenneth Lind, Mikael Lind, Sandra Haraldson, Daniel Moback, Kristoffer Skjutare, Borlänge: Trafikverket, 2024Chapter in book (Other academic)
Abstract [en]

This Data-sharing SME, Last-Mile Delivery LivingLab focuses on the last-mile (LM) transport setting. The LivingLab involves actors such as last-mile couriers, traditional delivery companies, retailers, and terminal companies. The LivingLab is one of 23 under the EU project FEDeRATED (www.federatedplatforms.eu), which aims to foster and achieve digital co-operation in logistics. Stakeholder engagement is required to achieve open data sharing in the interests of improving the operational efficiency of delivery. This LivingLab identifies that the last-mile couriers dispute the benefits of data sharing, while being pushed towards data sharing by (environmental) regulations and other market forces. However, and somewhat in contradiction, a considerable number of the couriers voluntarily associate themselves with a semi-Federated system of open and neutral data sharinginfrastructure. The financial gains for these couriers have been substantial.

Place, publisher, year, edition, pages
Borlänge: Trafikverket, 2024
Series
Trafikverkets publikationer ; 2024:101
Keywords
DTLF, FEDeRATED
National Category
Transport Systems and Logistics
Identifiers
urn:nbn:se:du-48873 (URN)978-91-8045-322-6 (ISBN)
Funder
Swedish Transport Administration
Available from: 2024-06-27 Created: 2024-06-27 Last updated: 2024-06-28Bibliographically approved
Rudholm, N., Carling, K. & Lindgren, C. (2024). Gör internationella prisjämförelser handeln mera konjunkturkänslig?. Hndelsrådet
Open this publication in new window or tab >>Gör internationella prisjämförelser handeln mera konjunkturkänslig?
2024 (Swedish)Report (Other academic)
Abstract [sv]

Syftet med vårt projekt har varit att studera hur en ökad internationalisering av handeln som bransch, med ökade internationella prisjämförelser och ökad internationell e-handel, påverkar e-handlares prissättning och lokala marknaders känslighet för asymmetriska chocker. 

Place, publisher, year, edition, pages
Hndelsrådet, 2024. p. 34
Series
Handelsrådets rapportserie ; 2024:2
National Category
Economics
Identifiers
urn:nbn:se:du-48011 (URN)978-91-86508-96-8 (ISBN)
Funder
Swedish Retail and Wholesale Development Council
Available from: 2024-02-10 Created: 2024-02-10 Last updated: 2024-02-12Bibliographically approved
Huq, A. M. & Carling, K. (2024). Measuring Accountable Information in CSR Reports: A New Operationalization and Analysis Applied to Greenhouse Gas Disclosures. Journal of Emerging Technologies in Accounting, 21(1), 59-88
Open this publication in new window or tab >>Measuring Accountable Information in CSR Reports: A New Operationalization and Analysis Applied to Greenhouse Gas Disclosures
2024 (English)In: Journal of Emerging Technologies in Accounting, ISSN 1554-1908, E-ISSN 1558-7940, Vol. 21, no 1, p. 59-88Article in journal (Refereed) Published
Abstract [en]

We develop a novel and generic text-based measure to classify and evaluate greenhouse gas (GHG) disclosures. We construct the measure using collocation analysis of GHG-related words and regular expressions. Automated implementation achieved high concordance compared to manual investigations. We move beyond the “bag-of-words” approach in classifying voluminous nonfinancial corporate disclosure. We also outline a methodology that is manyfold scalable and makes replicability straightforward. Compared to past studies, we work with a significantly larger sample of 5,017 reports across 80 countries, thereby dealing with greater complexity and leading to better generalizability. We also contribute to the debate on whether nonfinancial disclosures exhibit accountability or are merely greenwashing. We find a negative trend in accountability worldwide, and firm-level accountability in GHG disclosures is not detectable in a country-level reduction of GHG emissions. Moreover, firms disclose significantly higher accountable information in a civil-law legal environment compared to those in a common-law legal environment.

Place, publisher, year, edition, pages
American Accounting Association, 2024
Keywords
greenhouse gas, accountability, text mining, CSR, institutional environment
National Category
Business Administration
Identifiers
urn:nbn:se:du-48010 (URN)10.2308/jeta-2022-002 (DOI)001198272500004 ()2-s2.0-85204360233 (Scopus ID)
Available from: 2024-02-10 Created: 2024-02-10 Last updated: 2024-10-22Bibliographically approved
Carling, K., Paidi, V. & Rudholm, N. (2024). Minimizing travel distance and CO2 emissions when reconfiguring retail store networks. Institute of Retail Economics
Open this publication in new window or tab >>Minimizing travel distance and CO2 emissions when reconfiguring retail store networks
2024 (English)Report (Other academic)
Abstract [en]

Retail chains continually expand, reconfigure, and contract their store networks to serve their customers and maximize profits. One notable consequence of these actions is changes in the distances between consumers’ residences andnearest stores, altering their transportation-related CO2 emissions. Therefore, this study aims to examine the environmental impact of the reconfiguration of the IKEA store network in Sweden during the twenty-first century and compare the actual reconfiguration to one that minimizes consumers’ travel distances and, thus, CO2emissions. The expansion of the IKEA network in Sweden between 2004 and 2016, adding four (2004–2007) and then three (2013–2016) additional stores, reduced consumers’ average travel distance to their nearest store from 87 to 65.2 km. However, had IKEA managers used our web-available decision support tool,eCOmpass, this reduction could have been achieved after the first round of store additions since the distance-minimizing locations for the four new stores established in 2004–2007 would have reduced average travel distance to 64.9 km. 

Place, publisher, year, edition, pages
Institute of Retail Economics, 2024
Series
HFI Working Papers ; 37
Keywords
Facility location, emission reduction, p-median modeling, firm entry, firm exit
National Category
Economic Geography
Identifiers
urn:nbn:se:du-48667 (URN)
Funder
The Kamprad Family Foundation
Available from: 2024-06-05 Created: 2024-06-05 Last updated: 2024-06-10Bibliographically approved
Carling, K., Paidi, V. & Rudholm, N. (2024). On deploying eCOmpass: a decision support tool for environmentally friendly retail locations. Stockholm: Institute of Retail Economics
Open this publication in new window or tab >>On deploying eCOmpass: a decision support tool for environmentally friendly retail locations
2024 (English)Report (Other academic)
Abstract [en]

Much focus in the joint retailing and transportation domain has been on the transition to e-tailing and the reformation of supply-chain logistics. However, traditional retailing, where consumers visit stores for shopping, dominates and will continue to do so for the foreseeable future. Retailers continuously expand, contract, and reconfigure their store network for strategic reasons. This paper reports on a project aiming to facilitate the incorporation of environmental consequences into the retailer’s reconfiguration decision process. It describes the design and deployment process of eCOmpass, an online decision support tool that enables retailers to estimate the change in transportation-related CO2 emissions caused by a reconfiguration of their store network. This description encompasses the judgmental choices of data acquisition, optimization technology, and user interface. 

Place, publisher, year, edition, pages
Stockholm: Institute of Retail Economics, 2024
Series
HFI Working Paper ; 36
Keywords
CO2 emission estimation, p-median modeling, spatial data, user testing, web-based service
National Category
Computer Systems
Identifiers
urn:nbn:se:du-48666 (URN)
Funder
The Kamprad Family Foundation
Available from: 2024-06-05 Created: 2024-06-05 Last updated: 2024-06-10Bibliographically approved
May, R., Carling, K. & Huang, P. (2023). Does a smart agent overcome the tragedy of the commons in residential prosumer communities?.
Open this publication in new window or tab >>Does a smart agent overcome the tragedy of the commons in residential prosumer communities?
2023 (English)Article in journal (Refereed) Submitted
National Category
Energy Systems
Identifiers
urn:nbn:se:du-45481 (URN)
Available from: 2023-02-17 Created: 2023-02-17 Last updated: 2023-04-03Bibliographically approved
Carling, K., Lindgren, C. & Rudholm, N. (2023). Market integration in Nordic online retail markets: Do cross-border transaction costs still matter?. Stockholm: Institute of Retail Economics
Open this publication in new window or tab >>Market integration in Nordic online retail markets: Do cross-border transaction costs still matter?
2023 (English)Report (Other academic)
Abstract [en]

If online retail markets are integrated, in that cost shocks in one country also affect pricing in other countries, asymmetric shocks to any one country in the region will spill over to neighboring countries as well. Using web-scraped productlevel prices from a group of retail firms selling identical products in at least two of the four Nordic markets under study, we investigate if national markets are segmented at the borders. Contrary to previous studies, we use differences in product characteristics to divide the data into products that are easily transported across borders and those that are not. At the extreme end of the transportability spectrum, we investigate market integration for four types of games for computers or game consoles that are delivered via downloads, where the cross-border transaction costs should be close to zero. Our results show that markets for product categories where cross-border transaction costs are high are also segmented at the border, while markets for product categories that can easily be traded andtransported between countries are not. We find an even higher level of market integration for games delivered via downloads than for the same games sold through traditional channels. As such, cross-border transaction costs still matter for market segmentation, but only for the sub-set of products where such costs are high. 

Place, publisher, year, edition, pages
Stockholm: Institute of Retail Economics, 2023
Series
HFI Working Paper ; 35
Keywords
Amazon effects, international price dispersion, cross-border retailing, exchange rate pass-through
National Category
Economics
Identifiers
urn:nbn:se:du-48665 (URN)
Funder
Swedish Retail and Wholesale Development Council
Available from: 2024-06-05 Created: 2024-06-05 Last updated: 2024-06-10Bibliographically approved
Huq, A. M., Zwilling, M. & Carling, K. (2022). ­­­­­Cyber Security Challenges and Opportunities in a Multi-A­­­gent Environment: The case of Swedish Transport Administration. Borlänge: Högskolan Dalarna
Open this publication in new window or tab >>­­­­­Cyber Security Challenges and Opportunities in a Multi-A­­­gent Environment: The case of Swedish Transport Administration
2022 (English)Report (Other academic)
Abstract [sv]

Cyberrisk utgör ett hot mot teknologier, data och individers och organisationers integritet. Svårigheten för organisationer i att skydda sig och reducera hoten har ökat som en följd av att cyberbrottslingar har tillgång till bättre metoder och verktyg för datastöld och systeminfiltration. Detta är i synnerhet sant vad gäller fleragentsystem där agenterna är digitalt sammanlänkade via Internet. Denna skrift rapporterar, med fokus på fleragentsystem, de vanligaste och mest fundamentala cyberhoten samt presenterar luckor och tillkortakommanden i utbudet av verktyg syftande till att reducera cyberhoten. Trafikverket och dess verksamhet ingår i fleragentssystem. Skriften redogör för de mest samtida problemen och möjligheterna relevanta för transportområdet. Vidare så pekar den ut framtida forskningsbehov syftande till att ge vägledning till dem som leder cyberförsvaret i transportområdet. Skriftens slutsatser vilar på en systematisk litteraturgenomgång av vetenskapliga arbeten.

Abstract [en]

Cyber risks are considered as one of the main challenges that harm technology, data, and privacy of individuals and organizations. While cyber criminals tend to use improved methods and tools to steal data or hack into systems, the ability of organizations to mitigate such risks tend to become more difficult. Especially when the organization and various other agents operate in a multi-agent environment that is often connected to the internet. This report highlights some of the most common and fundamental cyber threats and cyber security gaps or vulnerabilities which might be found in risk mitigation tools that are used for cyber defense in a multi-agent environment. The Swedish Transport Administration for example operates in such an environment. The study exhibits latest challenges and opportunities in the transport arena while focusing on unique and specific disciplines related to the Swedish Transport Sector. It suggests future applicative research studies that will yield recommendations to cyber defense managers in the transport sector whose one of the major tasks is to perform mitigation of cyber risks. The study employed a structured literature review methodology drawing on existing scientific scholarship to prepare the report. 

Place, publisher, year, edition, pages
Borlänge: Högskolan Dalarna, 2022. p. 18
Series
Working papers in transport, tourism, information technology and microdata analysis, ISSN 1650-5581 ; 2022:03
Keywords
Cyber Security, Cyber Security Mitigation, Transport and Cyber Security, Supply chain Management and Cyber
National Category
Human Geography
Identifiers
urn:nbn:se:du-42834 (URN)
Funder
Swedish Transport Administration
Available from: 2022-10-13 Created: 2022-10-13 Last updated: 2023-03-17Bibliographically approved
Rudholm, N., Li, Y. & Carling, K. (2022). How does Big-Box Retail Entry Affect Labor Productivity in Durable Goods Retailing? A Synthetic Control Approach. The annals of regional science, 69(1), 89-117
Open this publication in new window or tab >>How does Big-Box Retail Entry Affect Labor Productivity in Durable Goods Retailing? A Synthetic Control Approach
2022 (English)In: The annals of regional science, ISSN 0570-1864, E-ISSN 1432-0592, Vol. 69, no 1, p. 89-117Article in journal (Refereed) Published
Abstract [en]

Using data from 2001–2012, the effects of IKEA entry in four Swedish municipalities, 2004–2007, on labor productivity in durable goods retailing is investigated using synthetic control methods. We contribute to the literature on synthetic control methods by considering parametric specifications of the intervention effect, which improves the likelihood of identifying the effect of IKEA entry on labor productivity. Our results indicate that in three out of four entry municipalities, labor productivity increased more than in their synthetic counterparts after IKEA entry, and that larger positive effects are found in rural municipalities where the new IKEA was large relative to the existing durable goods retail market.

Keywords
Productivity growth; Quantitative case studies; Parametric synthetic matching; Bootstrap confidence intervals
National Category
Economic Geography
Identifiers
urn:nbn:se:du-39304 (URN)10.1007/s00168-022-01110-4 (DOI)000752200200001 ()2-s2.0-85124322149 (Scopus ID)
Available from: 2022-01-12 Created: 2022-01-12 Last updated: 2023-04-14Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-2317-9157

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