The DOI matches its Crossref record; 49 of the 52 references it cites were found in a registry or an index.
The co-evolutionary relationship between Energy Service Companies and the UK energy system: Implications for a low-carbon transition
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“This points to both supporting and limiting influences, that is, barriers, resulting from environmental factors such as technical infrastructures, institutions, and actors who shape a system while they are shaped by that system in a mutual coevolutionary relationship (Hannon et al., 2013;Schaltegger, Lüdeke-Freund, et al., 2016).”
From Sustainable entrepreneurship, innovation, and business models: Integrative framework and propositions for future research (2020) · cites this paper as Hannon et al., 2013
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“but general information about policy-driven business model innovations and strategies, for example, gained from large and mixed sample studies, are currently missing.”
From Sustainable entrepreneurship, innovation, and business models: Integrative framework and propositions for future research (2020) · cites this paper as Hannon et al., 2013
Citations
Cites
Institutions, Institutional Change and Economic Performance
Munger, M. C., & North, D. C. (1991) · Southern Economic Journal · doi:10.2307/1060065 · Cited by 25,224
An Evolutionary Theory of Economic Change.
Loasby, B. J., Nelson, R. R., & Winter, S. G. (1983) · The Economic Journal · doi:10.2307/2232409 · Cited by 21,426
Business models, business strategy and innovation
Teece, D. J. (2010) · Long Range Planning · doi:10.1016/j.lrp.2009.07.003 · Cited by 8,335
Increasing Returns, Path Dependence, and the Study of Politics
Pierson, P. (2000) · American Political Science Review · doi:10.2307/2586011 · Cited by 8,094 · cited 1×
“…particular, it has helped to illuminate how ‘on going positive feedbacks between components of evolving systems’ (Norgaard, 1994 p.82) have led to path-dependent increasing returns to adoption, responsible for technological (Arthur, 1989) and institutional (North, 1990; Pierson, 2000) lock-in.”
BackgroundCompeting Technologies, Increasing Returns, and Lock-In by Historical Events
Arthur, W. B. (1989) · The Economic Journal · doi:10.2307/2234208 · Cited by 7,489
Institutions, Institutional Change and Economic Performance.
Schout, A., & North, D. C. (1991) · The Economic Journal · doi:10.2307/2234910 · Cited by 4,868
Strategies of Qualitative Inquiry
Hood, A. (2010) · Canadian Journal of University Continuing Education · doi:10.21225/d5001g · Cited by 3,610
Unruh, G. C. (2000) · Energy Policy · doi:10.1016/s0301-4215(00)00070-7 · Cited by 3,304
Magretta, J. (2002) · PubMed · Cited by 2,962
Functions of innovation systems: A new approach for analysing technological change
Hekkert, M. P., Suurs, R. A. A., Negro, S. O., Kuhlmann, S., & Smits, R. (2006) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2006.03.002 · Cited by 2,751
Research works printed but not linked: 6
- CHPA, 2011, CHPA note on the ECJ ruling on the Citiworks Case, Combined Heat & Power Association
- EST, 2008. Review of Energy Services in the Domestic Sector. Energy Savings Trust.
- EU, 2006. EU DIRECTIVE 2006/32/EC of The European Parliament and of The Council of 5 April 2006 on energy end-use efficiency and energy services and repealing Council Directive 93/76/EEC. Official Journal of the European Union L 114/64, 64-85.
- Eyre, N., 2008. Regulation of Energy Suppliers to Save Energy—Lessons from the UK Debate, British Institute of Energy Economics Conference, Oxford.
- Gkiousou, 2011, Lessons learned from CERT and CESP, Energy Retail Association
- Pearson, 2012
Cited by
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Self-citationMarket-based low-carbon retrofit in social housing: Insights from Greater Manchester
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Metadata
- Authors
- Hannon, M. J., Foxon, T. J., & Gale, W. F.
- Affiliations
- Imperial College London (GB)
- University of Leeds (GB)
- Corresponding author
- Hannon, Matthew J.
- Venue
- Energy Policy
- Publisher
- Elsevier BV
- Published
- 2013-10
- Volume
- 61
- Pages
- 1031-1045
- ISSN
- 0301-4215 (ISSN-L)
- OpenAlex
- W2005391682
- Cited by
- 173
- References
- 52
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 8 · 2023: 9 · 2022: 11 · 2021: 20 · 2020: 14 · 2019: 22 · 2018: 17 · 2017: 19 · 2016: 16 · 2015: 15 · 2014: 10 · 2013: 2
- FWCI
- 10.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Energy Policy (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- Engineering and Physical Sciences Research Council (EP/K00154X/1)
- Economic and Social Research Council (ES/K006576/1)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Sustainability and Climate Change Governance
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Energy Efficiency and Management
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Renewable energy and sustainable power systems
- Keywords
- energy service companies, business models, low-carbon transition, energy demand management, fossil fuel dependence, institutional change, energy ecosystem, UK energy system
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