IDEAS home Printed from https://ideas.repec.org/a/spr/joevec/v32y2022i1d10.1007_s00191-021-00756-1.html
   My bibliography  Save this article

High-growth firms and international trade: evidence from Ecuador

Author

Listed:
  • Segundo Camino-Mogro

    (Universidad Complutense de Madrid
    Universidad Espíritu Santo
    Superintendencia de Compañías Valores y Seguros)

  • Mary Armijos

    (Universidad Ecotec)

  • Paul Vera-Gilces

    (ESPOL Polytechnic University Campus Las Peñas
    Trade Data Lab)

Abstract

The aim of this article is to open a detailed discussion about the relationship between international trade activities (export, import and trade openness) and the probability of becoming a high-growth firm. International trade has been widely related to a variety of outcomes, but there is no evidence of the relationship to high-growth firms. We study this issue by estimating a two-step probit model to correct the problem of self-selection that usually appears in trade research. Additionally, we use matching techniques as a robustness check to address possible endogeneity problems. We find that international trade is a consistent and robust path for becoming a high-growth firm. Several policy implications are derived from our work.

Suggested Citation

  • Segundo Camino-Mogro & Mary Armijos & Paul Vera-Gilces, 2022. "High-growth firms and international trade: evidence from Ecuador," Journal of Evolutionary Economics, Springer, vol. 32(1), pages 299-332, January.
  • Handle: RePEc:spr:joevec:v:32:y:2022:i:1:d:10.1007_s00191-021-00756-1
    DOI: 10.1007/s00191-021-00756-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00191-021-00756-1
    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/s00191-021-00756-1?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. Khan, Zaheer & Lew, Yong Kyu & Marinova, Svetla, 2019. "Exploitative and exploratory innovations in emerging economies: The role of realized absorptive capacity and learning intent," International Business Review, Elsevier, vol. 28(3), pages 499-512.
    2. George Alessandria & Horag Choi, 2007. "Do Sunk Costs of Exporting Matter for Net Export Dynamics?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 289-336.
    3. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    4. Jun Du & Yama Temouri, 2015. "High-growth firms and productivity: evidence from the United Kingdom," Small Business Economics, Springer, vol. 44(1), pages 123-143, January.
    5. Michel Serafinelli, 2019. ""Good" Firms, Worker Flows, and Local Productivity," Journal of Labor Economics, University of Chicago Press, vol. 37(3), pages 747-792.
    6. Agustí Segarra & Mercedes Teruel, 2014. "High-growth firms and innovation: an empirical analysis for Spanish firms," Small Business Economics, Springer, vol. 43(4), pages 805-821, December.
    7. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    8. Paloma Lopez-Garcia & Sergio Puente, 2012. "What makes a high-growth firm? A dynamic probit analysis using Spanish firm-level data," Small Business Economics, Springer, vol. 39(4), pages 1029-1041, November.
    9. Prange, Christiane & Verdier, Sylvie, 2011. "Dynamic capabilities, internationalization processes and performance," Journal of World Business, Elsevier, vol. 46(1), pages 126-133, January.
    10. Costa-Campi, María Teresa & García-Quevedo, José & Segarra, Agustí, 2015. "Energy efficiency determinants: An empirical analysis of Spanish innovative firms," Energy Policy, Elsevier, vol. 83(C), pages 229-239.
    11. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 793-829, Elsevier.
    12. Paul Geroski & Klaus Gugler, 2004. "Corporate growth convergence in Europe," Oxford Economic Papers, Oxford University Press, vol. 56(4), pages 597-620, October.
    13. JosÈ Mata & Pedro Portugal, 2004. "Patterns of Entry, Post-Entry Growth and Survival: A Comparison Between Domestic and Foreign Owned Firms," Small Business Economics, Springer, vol. 22(3_4), pages 283-298, April.
    14. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    15. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    16. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    17. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    18. Igor Filatotchev & Jenifer Piesse, 2009. "R&D, internationalization and growth of newly listed firms: European evidence," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(8), pages 1260-1276, October.
    19. Stefano Bianchini & Giulio Bottazzi & Federico Tamagni, 2017. "What does (not) characterize persistent corporate high-growth?," Small Business Economics, Springer, vol. 48(3), pages 633-656, March.
    20. Joachim Wagner, 2015. "A Note on Firm Age and the Margins of Exports: First Evidence from Germany," The International Trade Journal, Taylor & Francis Journals, vol. 29(2), pages 93-102, June.
    21. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    22. Kaleb Girma Abreha, 2019. "Importing and Firm Productivity in Ethiopian Manufacturing," The World Bank Economic Review, World Bank, vol. 33(3), pages 772-792.
    23. Alfonso Miranda & Sophia Rabe-Hesketh, 2006. "Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables," Stata Journal, StataCorp LP, vol. 6(3), pages 285-308, September.
    24. Ivo Zander & Patricia McDougall-Covin & Elizabeth L Rose, 2015. "Born globals and international business: Evolution of a field of research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 46(1), pages 27-35, January.
    25. Segundo Camino-Mogro & Alberto López, 2021. "Two-way traders: searching for complementarities between exports and imports in a developing country," Applied Economics Letters, Taylor & Francis Journals, vol. 28(10), pages 856-859, June.
    26. Olga Petricevic & David J Teece, 2019. "The structural reshaping of globalization: Implications for strategic sectors, profiting from innovation, and the multinational enterprise," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(9), pages 1487-1512, December.
    27. Giorgia Giovannetti & Giorgio Ricchiuti & Margherita Velucchi, 2011. "Size, innovation and internationalization: a survival analysis of Italian firms," Applied Economics, Taylor & Francis Journals, vol. 43(12), pages 1511-1520.
    28. John H. Dunning & Sarianna M. Lundan, 2008. "Multinational Enterprises and the Global Economy, Second Edition," Books, Edward Elgar Publishing, number 3215.
    29. Keiko Ito & Sébastien Lechevalier, 2010. "Why some firms persistently out-perform others: investigating the interactions between innovation and exporting strategies," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1997-2039, December.
    30. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    31. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2013. "Like milk or wine: Does firm performance improve with age?," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 173-189.
    32. Hernández, Virginia & Nieto, María Jesús, 2016. "Inward–outward connections and their impact on firm growth," International Business Review, Elsevier, vol. 25(1), pages 296-306.
    33. Elena Golovko & Giovanni Valentini, 2011. "Exploring the complementarity between innovation and export for SMEs’ growth," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(3), pages 362-380, April.
    34. ITO Keiko & LECHEVALIER Se'bastien, 2010. "Why Do Some Firms Persistently Outperform Others? An investigation of the interactions between innovation and export strategies," Discussion papers 10037, Research Institute of Economy, Trade and Industry (RIETI).
    35. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    36. Segundo Camino-Mogro & Grace Armijos-Bravo & Gino Cornejo-Marcos, 2018. "Productividad Total de los Factores en el sector manufacturero ecuatoriano: evidencia a nivel de empresas," Cuadernos de Economía - Spanish Journal of Economics and Finance, Asociación Cuadernos de Economía, vol. 41(117), pages 241-261, Noviembre.
    37. Jolanda Hessels & André Stel, 2011. "Entrepreneurship, export orientation, and economic growth," Small Business Economics, Springer, vol. 37(2), pages 255-268, September.
    38. Costa-Campi, María Teresa & García-Quevedo, José & Segarra, Agustí, 2015. "Energy efficiency determinants: An empirical analysis of Spanish innovative firms," Energy Policy, Elsevier, vol. 83(C), pages 229-239.
    39. Sébastien Lechevalier & Keiko Ito, 2010. "Why some firms persistently out-perform others?," Post-Print halshs-00657002, HAL.
    40. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    41. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    42. Sven-Olov Daunfeldt & Niklas Elert & Dan Johansson, 2014. "The Economic Contribution of High-Growth Firms: Do Policy Implications Depend on the Choice of Growth Indicator?," Journal of Industry, Competition and Trade, Springer, vol. 14(3), pages 337-365, September.
    43. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    44. Nicholas Sheard, 2014. "Learning to Export and the Timing of Entry to Export Markets," Review of International Economics, Wiley Blackwell, vol. 22(3), pages 536-560, August.
    45. Luis Enrique Simbaña-Taipe & Diana Carolina Ushiña Mullo & Marcela Salas Chuquin & Ximena Morales-Urrutia & María Isabel Sánchez, 2019. "Key determinants for growth in high-growth Ecuadorian manufacturing firms," International Journal of Management and Enterprise Development, Inderscience Enterprises Ltd, vol. 18(4), pages 293-315.
    46. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    47. Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2014. "High-growth firms and innovation: an empirical analysis for Spanish firms," Working Papers 2072/228402, Universitat Rovira i Virgili, Department of Economics.
    48. Robson, Paul J A & Bennett, Robert J, 2000. "SME Growth: The Relationship with Business Advice and External Collaboration," Small Business Economics, Springer, vol. 15(3), pages 193-208.
    49. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    50. Dwyer, Bruce & Kotey, Bernice, 2016. "Identifying high growth firms: Where are we?," Journal of Management & Organization, Cambridge University Press, vol. 22(4), pages 457-475, July.
    51. Bee Yan Aw & Mark J. Roberts & Tor Winston, 2007. "Export Market Participation, Investments in R&D and Worker Training, and the Evolution of Firm Productivity," The World Economy, Wiley Blackwell, vol. 30(1), pages 83-104, January.
    52. Christiane Prange & Sylvie Verdier, 2011. "Dynamic capabilities, internationalization processes and performance," Post-Print hal-02312587, HAL.
    53. Zhang, Hongsong, 2017. "Static and dynamic gains from costly importing of intermediate inputs: Evidence from Colombia," European Economic Review, Elsevier, vol. 91(C), pages 118-145.
    54. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    55. Nicolai T. Borgen, 2016. "Fixed effects in unconditional quantile regression," Stata Journal, StataCorp LP, vol. 16(2), pages 403-415, June.
    56. Marcio,Cruz & Baghdadi,Leila & Arouri,Hassen, 2020. "The Dynamics of High-Growth Firms : Evidence from Tunisia," Policy Research Working Paper Series 9145, The World Bank.
    57. Davide Castellani & Antonello Zanfei, 2006. "Multinational Firms, Innovation and Productivity," Books, Edward Elgar Publishing, number 3709.
    58. Kasahara, Hiroyuki & Lapham, Beverly, 2013. "Productivity and the decision to import and export: Theory and evidence," Journal of International Economics, Elsevier, vol. 89(2), pages 297-316.
    59. Joachim Wagner, 2016. "International Trade and Firm Performance: A Survey of Empirical Studies since 2006," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 2, pages 43-87, World Scientific Publishing Co. Pte. Ltd..
    60. Acs, Zoltan J. & Audretsch, David B., 1987. "An empirical examination of small firm growth," Economics Letters, Elsevier, vol. 25(4), pages 363-366.
    61. Khavul, Susanna & Pérez-Nordtvedt, Liliana & Wood, Eric, 2010. "Organizational entrainment and international new ventures from emerging markets," Journal of Business Venturing, Elsevier, vol. 25(1), pages 104-119, January.
    62. Pinzón, Kathia & Carrillo Maldonado, Paul A., 2020. "Do Imports of Intermediate Inputs Generate Higher Productivity?: Evidence from Ecuadorian Manufacturing," IDB Publications (Working Papers) 10398, Inter-American Development Bank.
    63. Delmar, Frederic & Davidsson, Per & Gartner, William B., 2003. "Arriving at the high-growth firm," Journal of Business Venturing, Elsevier, vol. 18(2), pages 189-216, March.
    64. Gabriele Rovigatti & Vincenzo Mollisi, 2018. "Theory and practice of total-factor productivity estimation: The control function approach using Stata," Stata Journal, StataCorp LP, vol. 18(3), pages 618-662, September.
    65. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    66. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    67. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    68. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    69. Teruel Carrizosa, Mercedes & Coad, Alexander & Domnick, Clemens & Flachenecker, Florian & Harasztosi, Péter & Janiri, Mario Lorenzo & Pál, Rozália, 2021. "The birth of new high growth enterprises: Internationalisation through new digital technologies," EIB Working Papers 2021/02, European Investment Bank (EIB).
    70. Alex Coad & Jaganaddha Tamvada, 2012. "Firm growth and barriers to growth among small firms in India," Small Business Economics, Springer, vol. 39(2), pages 383-400, September.
    71. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    72. Takehiko Yasuda, 2005. "Firm Growth, Size, Age and Behavior in Japanese Manufacturing," Small Business Economics, Springer, vol. 24(1), pages 1-15, December.
    73. Xu, Bin, 2000. "Multinational enterprises, technology diffusion, and host country productivity growth," Journal of Development Economics, Elsevier, vol. 62(2), pages 477-493, August.
    74. Fabiana Moreno & Alex Coad, 2015. "High-Growth Firms: Stylized Facts and Conflicting Results," SPRU Working Paper Series 2015-05, SPRU - Science Policy Research Unit, University of Sussex Business School.
    75. Frank Agyire-Tettey & Charles Godfred Ackah & Derek Asuman, 2018. "An Unconditional Quantile Regression Based Decomposition of Spatial Welfare Inequalities in Ghana," Journal of Development Studies, Taylor & Francis Journals, vol. 54(3), pages 537-556, March.
    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. Daniele Moschella & Federico Tamagni & Xiaodan Yu, 2019. "Persistent high-growth firms in China’s manufacturing," Small Business Economics, Springer, vol. 52(3), pages 573-594, March.
    2. Başak Dalgıç & Burcu Fazlıoğlu, 2021. "Innovation and firm growth: Turkish manufacturing and services SMEs," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 395-419, September.
    3. Mercedes Teruel & Alex Coad & Clemens Domnick & Florian Flachenecker & Peter Harasztosi & Mario Lorenzo Janiri & Rozalia Pal, 2022. "The birth of new HGEs: internationalization through new digital technologies," The Journal of Technology Transfer, Springer, vol. 47(3), pages 804-845, June.
    4. Diego F. Grijalva & Valeria Ayala & Paúl A. Ponce & Yelitza Pontón, 2018. "Does firm innovation lead to high growth? Evidence from Ecuadorian firms," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, vol. 37(75), pages 697-726, May.
    5. Trinh, Long Quang & Doan, Ha Thi Thanh, 2018. "Internationalization and the growth of Vietnamese micro, small, and medium sized enterprises: Evidence from panel quantile regressions," Journal of Asian Economics, Elsevier, vol. 55(C), pages 71-83.
    6. Teruel Carrizosa, Mercedes & Coad, Alexander & Domnick, Clemens & Flachenecker, Florian & Harasztosi, Péter & Janiri, Mario Lorenzo & Pál, Rozália, 2021. "The birth of new high growth enterprises: Internationalisation through new digital technologies," EIB Working Papers 2021/02, European Investment Bank (EIB).
    7. Francisco Rodrigues & Nuno Tavares & Gabriel Osório Barros, 2021. "Drivers of exceptional job creation – a dynamic probit approach using portuguese firm-level data," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 20(1), pages 45-69, January.
    8. Raysa Geaquinto Rocha & João J. Ferreira, 2022. "Gazelles (High-Growth) Companies: a Bibliometric Science Map of the Field," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 2911-2934, December.
    9. Tommaso Ciarli & Alex Coad & Alessio Moneta, 2019. "Exporting and productivity as part of the growth process: Causal evidence from a data-driven structural VAR," LEM Papers Series 2019/39, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Jun Du & Yama Temouri, 2015. "High-growth firms and productivity: evidence from the United Kingdom," Small Business Economics, Springer, vol. 44(1), pages 123-143, January.
    11. Suzanne Mawson, 2018. "Customer perceived value in high growth firms," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, vol. 37(75), pages 755-778, December.
    12. Pietro Santoleri, 2020. "Innovation and job creation in (high-growth) new firms [An international cohort comparison of size effects on job growth]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 731-756.
    13. Juan A. Máñez Castillejo & Consuelo Mínguez Bosque & María E. Rochina Barrachina & Juan A. Sanchis Llopis, 2020. "Trading activities, productivity and markups: Evidence for Spanish manufacturing," The World Economy, Wiley Blackwell, vol. 43(3), pages 644-680, March.
    14. Márta Bisztray & Francesca de Nicola & Balázs Muraközy, 2023. "High-growth firms’ contribution to aggregate productivity growth," Small Business Economics, Springer, vol. 60(2), pages 771-811, February.
    15. Sven-Olov Daunfeldt & Daniel Halvarsson, 2015. "Are high-growth firms one-hit wonders? Evidence from Sweden," Small Business Economics, Springer, vol. 44(2), pages 361-383, February.
    16. Ho-Chang Chae, 2024. "In search of gazelles: machine learning prediction for Korean high-growth firms," Small Business Economics, Springer, vol. 62(1), pages 243-284, January.
    17. Segundo Camino‐Mogro & Paul Carrillo‐Maldonado, 2023. "Do imports of intermediate inputs generate higher productivity? Evidence from Ecuadorian manufacturing firms," The World Economy, Wiley Blackwell, vol. 46(5), pages 1471-1521, May.
    18. Golikova Victoria & Kuznetsov Boris, 2016. "The Role of Innovation and Globalization Strategies in Post-Crisis Recovery," HSE Working papers WP BRP 123/EC/2016, National Research University Higher School of Economics.
    19. Friesenbichler, Klaus S. & Hoelzl, Werner, 2022. "Firm-growth and Functional Strategic Domains: Exploratory evidence for differences between frontier and catching-up economies," Journal of Economics and Business, Elsevier, vol. 119(C).
    20. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.

    More about this item

    Keywords

    Firm age; International trade; High-growth firms; Performance;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L20 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - General
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    Statistics

    Access and download statistics

    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:joevec:v:32:y:2022:i:1:d:10.1007_s00191-021-00756-1. 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.