IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i1d10.1007_s13132-023-01319-4.html
   My bibliography  Save this article

Technology Transfer Offices: a Systematic Review of the Literature and Future Perspective

Author

Listed:
  • Samira Yusef Araújo Falani Bezerra

    (Federal Rural University of the Semi-arid Region)

  • Ana Lúcia Vitale Torkomian

    (Federal University of São Carlos)

Abstract

This study presents a systematic literature review on technology transfer offices (TTOs). It attempts to identify and characterize the existing literature that uses TTO as an object of study and presents a plan for future research in this context. We considered the Scopus and Web of Science databases to analyze the papers published between 1988 and 2020. The search resulted in the selection and analysis of 186 articles. A systematic analysis was conducted with the help of Excel and the VOSviewer software, followed by a content analysis. The results revealed that, despite the growing interest in research on TTOs, a greater concentration of studies have analyzed TTO strategy and technology transfer performance. Other topics such as human resources, financial resources, and networks have been less studied. This paper establishes the grounds for grasping the gaps existing in the literature and proposes a future research agenda. Thus, this research contributes to the theoretical knowledge of themes related to TTOs because it analyzed the actual literature, identified gaps in the literature, provides researchers with new insights into the TTOs, and presented research opportunities about the main problems of TTOs that can be solved from the research development focused on resolution.

Suggested Citation

  • Samira Yusef Araújo Falani Bezerra & Ana Lúcia Vitale Torkomian, 2024. "Technology Transfer Offices: a Systematic Review of the Literature and Future Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 4455-4488, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01319-4
    DOI: 10.1007/s13132-023-01319-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-023-01319-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-023-01319-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sanjay Jain & Gerard George, 2007. "Technology transfer offices as institutional entrepreneurs: the case of Wisconsin Alumni Research Foundation and human embryonic stem cells," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 535-567, August.
    2. Christle De Beer & Giustina Secundo & Giuseppina Passiante & Cornelius S. L. Schutte, 2017. "A mechanism for sharing best practices between university technology transfer offices," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 15(4), pages 523-532, November.
    3. Rui M. Cartaxo & Manuel Mira Godinho, 2017. "How institutional nature and available resources determine the performance of technology transfer offices," Industry and Innovation, Taylor & Francis Journals, vol. 24(7), pages 713-734, October.
    4. Friedman, Joseph & Silberman, Jonathan, 2003. "University Technology Transfer: Do Incentives, Management, and Location Matter?," The Journal of Technology Transfer, Springer, vol. 28(1), pages 17-30, January.
    5. Arndt Lautenschläger & Heiko Haase & Jan Kratzer, 2014. "Contingency factors on university spin-off formation: an empirical study in Germany," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 3(1), pages 160-176, April.
    6. Andreas Panagopoulos & Elias Carayannis, 2013. "A policy for enhancing the disclosure of university faculty invention," The Journal of Technology Transfer, Springer, vol. 38(3), pages 341-347, June.
    7. Conti, Annamaria & Gaule, Patrick, 2011. "Is the US outperforming Europe in university technology licensing? A new perspective on the European Paradox," Research Policy, Elsevier, vol. 40(1), pages 123-135, February.
    8. Donald S. Siegel & Reinhilde Veugelers & Mike Wright, 2007. "Technology transfer offices and commercialization of university intellectual property: performance and policy implications," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(4), pages 640-660, Winter.
    9. Paul Heisey & Sarah Adelman, 2011. "Research expenditures, technology transfer activity, and university licensing revenue," The Journal of Technology Transfer, Springer, vol. 36(1), pages 38-60, February.
    10. Yanfeng Zheng & Anne S. Miner & Gerard George, 2013. "Does the learning value of individual failure experience depend on group-level success? Insights from a University Technology Transfer Office," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(6), pages 1557-1586, December.
    11. Jasmine Meysman & Sven H. Cleyn & Johan Braet, 2019. "Cash, community and coordination: the triple-C categorisation of technology transfer office organisational philosophy," International Entrepreneurship and Management Journal, Springer, vol. 15(3), pages 815-835, September.
    12. Lorella Cannavacciuolo & Guido Capaldo & Pierluigi Rippa, 2015. "Innovation processes in moderately innovative countries: the competencies of knowledge brokers," International Journal of Innovation and Sustainable Development, Inderscience Enterprises Ltd, vol. 9(1), pages 63-82.
    13. Raphael Klein & Uzi Haan & Albert Goldberg, 2010. "Overcoming obstacles encountered on the way to commercialize university IP," The Journal of Technology Transfer, Springer, vol. 35(6), pages 671-679, December.
    14. DOUGLAS D. Parker & DAVID Zilberman, 1993. "University Technology Transfers: Impacts On Local And U.S. Economies," Contemporary Economic Policy, Western Economic Association International, vol. 11(2), pages 87-99, April.
    15. Claudia Curi & Cinzia Daraio & Patrick Llerena, 2012. "University technology transfer: how (in)efficient are French universities?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 36(3), pages 629-654.
    16. Di Gregorio, Dante & Shane, Scott, 2003. "Why do some universities generate more start-ups than others?," Research Policy, Elsevier, vol. 32(2), pages 209-227, February.
    17. Adriano Mesquita Soares & João Luiz Kovaleski & Silvia Gaia & Daiane Maria de Genaro Chiroli, 2020. "Building Sustainable Development through Technology Transfer Offices: An Approach Based on Levels of Maturity," Sustainability, MDPI, vol. 12(5), pages 1-22, February.
    18. Conor O'Kane & Vincent Mangematin & Will Geoghegan & Ciara Fitzgerald, 2015. "University Technology Transfer offices : the search for identity to build legimacy," Post-Print hal-01072998, HAL.
    19. Siegel, Donald S. & Waldman, David & Link, Albert, 2003. "Assessing the impact of organizational practices on the relative productivity of university technology transfer offices: an exploratory study," Research Policy, Elsevier, vol. 32(1), pages 27-48, January.
    20. Federica Rossi, 2018. "The drivers of efficient knowledge transfer performance: evidence from British universities [Benchmarking universities’ efficiency indicators in the presence of internal heterogeneity]," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 42(3), pages 729-755.
    21. Dean Showalter & Richard Jensen, 2019. "University Startup Intensity And Faculty Quality," Economic Inquiry, Western Economic Association International, vol. 57(2), pages 855-875, April.
    22. Annelore Huyghe & Mirjam Knockaert & Mike Wright & Evila Piva, 2014. "Technology transfer offices as boundary spanners in the pre-spin-off process: the case of a hybrid model," Small Business Economics, Springer, vol. 43(2), pages 289-307, August.
    23. Wright, Mike & Lockett, Andy & Clarysse, Bart & Binks, Martin, 2006. "University spin-out companies and venture capital," Research Policy, Elsevier, vol. 35(4), pages 481-501, May.
    24. Marcel Hülsbeck & Erik Lehmann & Alexander Starnecker, 2013. "Performance of technology transfer offices in Germany," The Journal of Technology Transfer, Springer, vol. 38(3), pages 199-215, June.
    25. Sabrina Backs & Markus Günther & Christian Stummer, 2019. "Stimulating academic patenting in a university ecosystem: an agent-based simulation approach," The Journal of Technology Transfer, Springer, vol. 44(2), pages 434-461, April.
    26. Hugo Pinto & Manuel Fernández-Esquinas, 2018. "What do stakeholders think about knowledge transfer offices? The perspective of firms and research groups in a regional innovation system," Industry and Innovation, Taylor & Francis Journals, vol. 25(1), pages 25-52, January.
    27. Alexandre Aparecido Dias & Geciane Silveira Porto, 2018. "Technology transfer management in the context of a developing country: evidence from Brazilian universities," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 16(4), pages 525-536, October.
    28. Alexander, Allen T. & Martin, Dominique Philippe, 2013. "Intermediaries for open innovation: A competence-based comparison of knowledge transfer offices practices," Technological Forecasting and Social Change, Elsevier, vol. 80(1), pages 38-49.
    29. Indrit Troshani & Giselle Rampersad & Carolin Plewa, 2011. "Organisational adoption of e-business: the case of an innovation management tool at a university and technology transfer office," International Journal of Networking and Virtual Organisations, Inderscience Enterprises Ltd, vol. 9(3), pages 265-282.
    30. Villani, Elisa & Rasmussen, Einar & Grimaldi, Rosa, 2017. "How intermediary organizations facilitate university–industry technology transfer: A proximity approach," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 86-102.
    31. Will Geoghegan & Dimitrios Pontikakis, 2008. "From ivory tower to factory floor? How universities are changing to meet the needs of industry," Science and Public Policy, Oxford University Press, vol. 35(7), pages 462-474, August.
    32. Colm O’Gorman & Orla Byrne & Dipti Pandya, 2008. "How scientists commercialise new knowledge via entrepreneurship," The Journal of Technology Transfer, Springer, vol. 33(1), pages 23-43, February.
    33. Claudia Curi & Cinzia Daraio & Patrick Llerena, 2015. "The productivity of French technology transfer offices after government reforms," Applied Economics, Taylor & Francis Journals, vol. 47(28), pages 3008-3019, June.
    34. Victoria Galán-Muros & Peter Sijde & Peter Groenewegen & Thomas Baaken, 2017. "Nurture over nature: How do European universities support their collaboration with business?," The Journal of Technology Transfer, Springer, vol. 42(1), pages 184-205, February.
    35. Jaepil Han, 2020. "Identifying the effects of technology transfer policy using a quantile regression: the case of South Korea," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1690-1717, December.
    36. Gökçen Arkalı Olcay & Melih Bulu, 2016. "Technoparks and Technology Transfer Offices as Drivers of an Innovation Economy: Lessons from Istanbul's Innovation Spaces," Journal of Urban Technology, Taylor & Francis Journals, vol. 23(1), pages 71-93, January.
    37. InÉs Macho‐Stadler & David Pérez‐Castrillo & Reinhilde Veugelers, 2008. "Designing Contracts for University Spin‐offs," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(1), pages 185-218, March.
    38. Lars Bengtsson, 2017. "A comparison of university technology transfer offices’ commercialization strategies in the Scandinavian countries," Science and Public Policy, Oxford University Press, vol. 44(4), pages 565-577.
    39. Belitski, Maksim & Aginskaja, Anna & Marozau, Radzivon, 2019. "Commercializing university research in transition economies: Technology transfer offices or direct industrial funding?," Research Policy, Elsevier, vol. 48(3), pages 601-615.
    40. Kim, Young-Choon & Rhee, Mooweon & Kotha, Reddi, 2019. "Many hands: The effect of the prior inventor-intermediaries relationship on academic licensing," Research Policy, Elsevier, vol. 48(3), pages 813-829.
    41. Macho-Stadler, Ines & Perez-Castrillo, David & Veugelers, Reinhilde, 2007. "Licensing of university inventions: The role of a technology transfer office," International Journal of Industrial Organization, Elsevier, vol. 25(3), pages 483-510, June.
    42. Robert Lowe, 2006. "Who Develops a University Invention? The Impact of Tacit Knowledge and Licensing Policies," The Journal of Technology Transfer, Springer, vol. 31(4), pages 415-429, July.
    43. Esteban Lafuente & Jasmina Berbegal-Mirabent, 2019. "Assessing the productivity of technology transfer offices: an analysis of the relevance of aspiration performance and portfolio complexity," The Journal of Technology Transfer, Springer, vol. 44(3), pages 778-801, June.
    44. Donald Siegel & Mike Wright & Wendy Chapple & Andy Lockett, 2008. "Assessing The Relative Performance Of University Technology Transfer In The Us And Uk: A Stochastic Distance Function Approach," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(7-8), pages 717-729.
    45. Scott Shane & Deepak Somaya, 2007. "The Effects of Patent Litigation on University Licensing Efforts," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    46. Jill Sorensen & Donald Chambers, 2008. "Evaluating academic technology transfer performance by how well access to knowledge is facilitated––defining an access metric," The Journal of Technology Transfer, Springer, vol. 33(5), pages 534-547, October.
    47. Zhou, Ruoying & Tang, Puay, 2020. "The role of university Knowledge Transfer Offices: Not just commercialize research outputs!," Technovation, Elsevier, vol. 90.
    48. Katerina Sideri & Andreas Panagopoulos, 2018. "Setting up a technology commercialization office at a non-entrepreneurial university: an insider’s look at practices and culture," The Journal of Technology Transfer, Springer, vol. 43(4), pages 953-965, August.
    49. Paul Swamidass & Venubabu Vulasa, 2009. "Why university inventions rarely produce income? Bottlenecks in university technology transfer," The Journal of Technology Transfer, Springer, vol. 34(4), pages 343-363, August.
    50. Paolo Gubitta & Alessandra Tognazzo & Federica Destro, 2016. "Signaling in academic ventures: the role of technology transfer offices and university funds," The Journal of Technology Transfer, Springer, vol. 41(2), pages 368-393, April.
    51. Odysseas Cartalos & Stelios Rozakis & Dominiki Tsiouki, 2018. "A method to assess and support exploitation projects of university researchers," The Journal of Technology Transfer, Springer, vol. 43(4), pages 986-1006, August.
    52. Bernardina Algieri & Antonio Aquino & Marianna Succurro, 2013. "Technology transfer offices and academic spin-off creation: the case of Italy," The Journal of Technology Transfer, Springer, vol. 38(4), pages 382-400, August.
    53. Chapple, Wendy & Lockett, Andy & Siegel, Donald & Wright, Mike, 2005. "Assessing the relative performance of U.K. university technology transfer offices: parametric and non-parametric evidence," Research Policy, Elsevier, vol. 34(3), pages 369-384, April.
    54. Dolmans, Sharon A.M. & Shane, Scott & Jankowski, Joseph & Reymen, Isabelle M.M.J. & Romme, A. Georges L., 2016. "The evaluation of university inventions: Judging a book by its cover?," Journal of Business Research, Elsevier, vol. 69(11), pages 4998-5001.
    55. Chau, Vinh Sum & Gilman, Mark & Serbanica, Cristina, 2017. "Aligning university–industry interactions: The role of boundary spanning in intellectual capital transfer," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 199-209.
    56. Frank T. Rothaermel & Shanti D. Agung & Lin Jiang, 2007. "University entrepreneurship: a taxonomy of the literature," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 691-791, August.
    57. Catherine Lecocq & Bart Van Looy & Edwin Zimmermann, 2009. "Developing the support infrastructure of technology transfer offices to accommodate the needs of global spinoff companies (outline of a methodology applied within the GlobalStart project)," International Journal of Globalisation and Small Business, Inderscience Enterprises Ltd, vol. 3(2), pages 201-219.
    58. Gideon D. Markman & Peter T. Gianiodis & Phillip H. Phan, 2009. "Supply‐Side Innovation and Technology Commercialization," Journal of Management Studies, Wiley Blackwell, vol. 46(4), pages 625-649, June.
    59. Clovia Hamilton & Simon P. Philbin, 2020. "Knowledge Based View of University Tech Transfer—A Systematic Literature Review and Meta-Analysis," Administrative Sciences, MDPI, vol. 10(3), pages 1-28, September.
    60. Alessandro Muscio, 2010. "What drives the university use of technology transfer offices? Evidence from Italy," The Journal of Technology Transfer, Springer, vol. 35(2), pages 181-202, April.
    61. José L. González-Pernía & Graciela Kuechle & Iñaki Peña-Legazkue, 2013. "An Assessment of the Determinants of University Technology Transfer," Economic Development Quarterly, , vol. 27(1), pages 6-17, February.
    62. Calin S. Vac & Avram Fitiu, 2017. "Building Sustainable Development through Technology Transfer in a Romanian University," Sustainability, MDPI, vol. 9(11), pages 1-22, November.
    63. G. Derrick, 2015. "Integration versus separation: structure and strategies of the technology transfer office (TTO) in medical research organizations," The Journal of Technology Transfer, Springer, vol. 40(1), pages 105-122, February.
    64. Horner, Sam & Jayawarna, Dilani & Giordano, Benito & Jones, Oswald, 2019. "Strategic choice in universities: Managerial agency and effective technology transfer," Research Policy, Elsevier, vol. 48(5), pages 1297-1309.
    65. Anja Schoen & Bruno Pottelsberghe de la Potterie & Joachim Henkel, 2014. "Governance typology of universities’ technology transfer processes," The Journal of Technology Transfer, Springer, vol. 39(3), pages 435-453, June.
    66. Jelena Stankevičienė & Lidija Kraujalienė & Agnė Vaiciukevičiūtė, 2017. "Assessment of technology transfer office performance for value creation in higher education institutions," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(6), pages 1063-1081, November.
    67. Miller, Fiona Alice & Sanders, Carrie B. & Lehoux, Pascale, 2009. "Imagining value, imagining users: Academic technology transfer for health innovation," Social Science & Medicine, Elsevier, vol. 68(8), pages 1481-1488, April.
    68. Rosemary Wolson, 2007. "The role of technology transfer offices in building the South African biotechnology sector: an assessment of policies, practices and impact," The Journal of Technology Transfer, Springer, vol. 32(4), pages 343-365, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Good, Matthew & Knockaert, Mirjam & Soppe, Birthe & Wright, Mike, 2019. "The technology transfer ecosystem in academia. An organizational design perspective," Technovation, Elsevier, vol. 82, pages 35-50.
    2. Brantnell, Anders & Baraldi, Enrico, 2022. "Understanding the roles and involvement of technology transfer offices in the commercialization of university research," Technovation, Elsevier, vol. 115(C).
    3. Soares, Thiago J. & Torkomian, Ana L.V., 2021. "TTO's staff and technology transfer: Examining the effect of employees' individual capabilities," Technovation, Elsevier, vol. 102(C).
    4. Temel, Serdal & Dabić, Marina & Murat Ar, Ilker & Howells, Jeremy & Ali Mert, & Yesilay, Rustem Baris, 2021. "Exploring the relationship between university innovation intermediaries and patenting performance," Technology in Society, Elsevier, vol. 66(C).
    5. Conor O’Kane & James A. Cunningham & Matthias Menter & Sara Walton, 2021. "The brokering role of technology transfer offices within entrepreneurial ecosystems: an investigation of macro–meso–micro factors," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1814-1844, December.
    6. Kadigia Faccin & Christle Beer & Bibiana Volkmer Martins & Grabriela Zanandrea & Neta Kela & Corne Schutte, 2022. "What really matters for TTOs efficiency? An analysis of TTOs in developed and developing economies," The Journal of Technology Transfer, Springer, vol. 47(4), pages 1135-1161, August.
    7. Christopher S. Hayter & Andrew J. Nelson & Stephanie Zayed & Alan C. O’Connor, 2018. "Conceptualizing academic entrepreneurship ecosystems: a review, analysis and extension of the literature," The Journal of Technology Transfer, Springer, vol. 43(4), pages 1039-1082, August.
    8. Alessandra Micozzi & Donato Iacobucci & Irene Martelli & Andrea Piccaluga, 2021. "Engines need transmission belts: the importance of people in technology transfer offices," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1551-1583, October.
    9. Holgersson, Marcus & Aaboen, Lise, 2019. "A literature review of intellectual property management in technology transfer offices: From appropriation to utilization," Technology in Society, Elsevier, vol. 59(C).
    10. Albats, Ekaterina & Alexander, Allen T. & Cunningham, James A., 2022. "Traditional, virtual, and digital intermediaries in university-industry collaboration: exploring institutional logics and bounded rationality," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    11. Annelore Huyghe & Mirjam Knockaert & Evila Piva & Mike Wright, 2016. "Are researchers deliberately bypassing the technology transfer office? An analysis of TTO awareness," Small Business Economics, Springer, vol. 47(3), pages 589-607, October.
    12. O’Kane, Conor & Mangematin, Vincent & Geoghegan, Will & Fitzgerald, Ciara, 2015. "University technology transfer offices: The search for identity to build legitimacy," Research Policy, Elsevier, vol. 44(2), pages 421-437.
    13. Conor O'Kane & Vincent Mangematin & Will Geoghegan & Ciara Fitzgerald, 2015. "University Technology Transfer offices : the search for identity to build legimacy," Post-Print hal-01072998, HAL.
    14. Marcel Hülsbeck & Erik Lehmann & Alexander Starnecker, 2013. "Performance of technology transfer offices in Germany," The Journal of Technology Transfer, Springer, vol. 38(3), pages 199-215, June.
    15. Lee, Kyootai & Jung, Hyun Ju, 2021. "Does TTO capability matter in commercializing university technology? Evidence from longitudinal data in South Korea," Research Policy, Elsevier, vol. 50(1).
    16. Horner, Sam & Papageorgiadis, Nikolaos & Sofka, Wolfgang & Angelidou, Sofia, 2022. "Standing your ground: Examining the signaling effects of patent litigation in university technology licensing," Research Policy, Elsevier, vol. 51(10).
    17. Olaya-Escobar, Erika Sofía & Berbegal-Mirabent, Jasmina & Alegre, Inés, 2020. "Exploring the relationship between service quality of technology transfer offices and researchers’ patenting activity," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    18. Jason Coupet & Yuhao Ba, 2022. "Benchmarking university technology transfer performance with external research funding: a stochastic frontier analysis," The Journal of Technology Transfer, Springer, vol. 47(2), pages 605-620, April.
    19. Zhou, Ruoying & Tang, Puay, 2020. "The role of university Knowledge Transfer Offices: Not just commercialize research outputs!," Technovation, Elsevier, vol. 90.
    20. Christian Sandström & Karl Wennberg & Martin W. Wallin & Yulia Zherlygina, 2018. "Public policy for academic entrepreneurship initiatives: a review and critical discussion," The Journal of Technology Transfer, Springer, vol. 43(5), pages 1232-1256, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01319-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.