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Mapping SME productivity research: a systematic review of empirical evidence and future research agenda

Author

Listed:
  • Beldina Owalla

    (The University of Sheffield)

  • Cristian Gherhes

    (Oxford Brookes University, Business School)

  • Tim Vorley

    (Oxford Brookes University, Business School)

  • Chay Brooks

    (The University of Sheffield)

Abstract

Small and medium-sized enterprises (SMEs) are the lifeblood of economies around the world. They play an important role in productivity growth, which is crucial for developed economies as they adjust to major trends such as the industrial revolution, an ageing population and changes in the nature of work. This study maps the SME productivity research landscape by way of a systematic literature review focusing on the direct, indirect and mediating/moderating factors that enable or constrain productivity in SMEs. We review 109 empirical studies and highlight the fragmented nature of the extant research in this field. Our thematic analysis identifies six key themes, namely organisational environment, organisational capabilities, investments, types of innovation, external knowledgebase and commercialisation. By taking stock of existing knowledge, we highlight critical gaps and methodological issues that limit our understanding of SME productivity. We propose a future research agenda to address current shortcomings and advance knowledge on this topic. Implications for policy are also discussed.

Suggested Citation

  • Beldina Owalla & Cristian Gherhes & Tim Vorley & Chay Brooks, 2022. "Mapping SME productivity research: a systematic review of empirical evidence and future research agenda," Small Business Economics, Springer, vol. 58(3), pages 1285-1307, March.
  • Handle: RePEc:kap:sbusec:v:58:y:2022:i:3:d:10.1007_s11187-021-00450-3
    DOI: 10.1007/s11187-021-00450-3
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    1. Richard Harris & Rodney McAdam & Renee Reid, 2016. "The Effect of Business Improvement Methods on Innovation in Small and Medium-Sized Enterprises in Peripheral Regions," Regional Studies, Taylor & Francis Journals, vol. 50(12), pages 2040-2054, December.
    2. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    3. Davide Antonioli & Massimiliano Mazzanti & Paolo Pini, 2010. "Productivity, innovation strategies and industrial relations in SMEs. Empirical evidence for a local production system in northern Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 24(4), pages 453-482.
    4. Joaquín Guzmán-Cuevas & Rafael Cáceres-Carrasco & Domingo Soriano, 2009. "Functional dependence and productive dependence of SMEs," Small Business Economics, Springer, vol. 32(3), pages 317-330, March.
    5. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    6. Van Reenen, John & Bloom, Nicholas & Sadun, Raffaella, 2016. "Management as a Technology," CEPR Discussion Papers 11312, C.E.P.R. Discussion Papers.
    7. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    8. Cristiano Antonelli & Francesco Crespi & Giuseppe Scellato, 2018. "Productivity growth persistence: firm strategies, size and system properties," Chapters, in: The Evolutionary Complexity of Endogenous Innovation, chapter 8, pages 176-202, Edward Elgar Publishing.
    9. Susanna Mancinelli & Massimiliano Mazzanti, 2009. "Innovation, networking and complementarity: evidence on SME performances for a local economic system in North-Eastern Italy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 567-597, September.
    10. Magnus Lodefalk & Aili Tang, 2018. "The impact of hiring top workers on productivity: what is the role of absorptive capacity?," Applied Economics Letters, Taylor & Francis Journals, vol. 25(20), pages 1402-1406, November.
    11. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    12. Karen L. Middleton & Kent Byus, 2011. "Information and communications technology adoption and use in small and medium businesses," Management Research Review, Emerald Group Publishing Limited, vol. 34(1), pages 98-110, January.
    13. Calderini, Mario & Cantamessa, Marco, 1997. "Innovation paths in product development: An empirical research," International Journal of Production Economics, Elsevier, vol. 51(1-2), pages 1-17, August.
    14. Giorgio Fazio & Davide Piacentino, 2010. "A Spatial Multilevel Analysis of Italian SMEs' Productivity," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(3), pages 299-316.
    15. Nicolas Classen & Martin Carree & Anita Gils & Bettina Peters, 2014. "Innovation in family and non-family SMEs: an exploratory analysis," Small Business Economics, Springer, vol. 42(3), pages 595-609, March.
    16. André van Stel & Boris Lokshin & Nardo de Vries, 2019. "The Effect of SME Productivity Increases on Large Firm Productivity in the EU," Kyklos, Wiley Blackwell, vol. 72(2), pages 332-353, May.
    17. Falk, Martin & de Lemos, Francisco Figueira, 2019. "Complementarity of R&D and productivity in SME export behavior," Journal of Business Research, Elsevier, vol. 96(C), pages 157-168.
    18. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    19. Juan Mañez & María Rochina-Barrachina & Amparo Sanchis & Juan Sanchis, 2013. "Do process innovations boost SMEs productivity growth?," Empirical Economics, Springer, vol. 44(3), pages 1373-1405, June.
    20. Anna B. Spiegler & Jantje Halberstadt, 2018. "SHEstainability: how relationship networks influence the idea generation in opportunity recognition process by female social entrepreneurs," International Journal of Entrepreneurial Venturing, Inderscience Enterprises Ltd, vol. 10(2), pages 202-235.
    21. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    22. Iza Lejárraga & Harald Oberhofer, 2015. "Performance of small- and medium-sized enterprises in services trade: evidence from French firms," Small Business Economics, Springer, vol. 45(3), pages 673-702, October.
    23. P. Arocena & Imanol Núñez & Mikel Villanueva, 2007. "The Effect of Enhancing Workers’ Employability on Small and Medium Enterprises: Evidence from Spain," Small Business Economics, Springer, vol. 29(1), pages 191-201, June.
    24. Alison M. Konrad & Robert Mangel, 2000. "The impact of work‐life programs on firm productivity," Strategic Management Journal, Wiley Blackwell, vol. 21(12), pages 1225-1237, December.
    25. Paul, Justin & Parthasarathy, Sundar & Gupta, Parul, 2017. "Exporting challenges of SMEs: A review and future research agenda," Journal of World Business, Elsevier, vol. 52(3), pages 327-342.
    26. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    27. Tomlinson, Philip R. & Fai, Felicia M., 2013. "The nature of SME co-operation and innovation: A multi-scalar and multi-dimensional analysis," International Journal of Production Economics, Elsevier, vol. 141(1), pages 316-326.
    28. Victor Motta, 2020. "Lack of access to external finance and SME labor productivity: does project quality matter?," Small Business Economics, Springer, vol. 54(1), pages 119-134, January.
    29. Francesco Sandulli & José Fernández-Menéndez & Antonio Rodríguez-Duarte & José López-Sánchez, 2012. "The productivity payoff of information technology in multimarket SMEs," Small Business Economics, Springer, vol. 39(1), pages 99-117, July.
    30. Marina Dabić & Jane Maley & Leo-Paul Dana & Ivan Novak & Massimiliano M. Pellegrini & Andrea Caputo, 0. "Pathways of SME internationalization: a bibliometric and systematic review," Small Business Economics, Springer, vol. 0, pages 1-21.
    31. Autio, Erkko & Kenney, Martin & Mustar, Philippe & Siegel, Don & Wright, Mike, 2014. "Entrepreneurial innovation: The importance of context," Research Policy, Elsevier, vol. 43(7), pages 1097-1108.
    32. Hottenrott, Hanna & Lopes-Bento, Cindy, 2014. "(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes," Research Policy, Elsevier, vol. 43(6), pages 1055-1066.
    33. Eva Hagsten & Patricia Kotnik, 2017. "ICT as facilitator of internationalisation in small- and medium-sized firms," Small Business Economics, Springer, vol. 48(2), pages 431-446, February.
    34. Friederike Welter, 2011. "Contextualizing Entrepreneurship—Conceptual Challenges and Ways Forward," Entrepreneurship Theory and Practice, , vol. 35(1), pages 165-184, January.
    35. Kent Eliasson & Pär Hansson & Markus Lindvert, 2012. "Do firms learn by exporting or learn to export? Evidence from small and medium-sized enterprises," Small Business Economics, Springer, vol. 39(2), pages 453-472, September.
    36. Ballestar, María Teresa & Díaz-Chao, Ángel & Sainz, Jorge & Torrent-Sellens, Joan, 2020. "Knowledge, robots and productivity in SMEs: Explaining the second digital wave," Journal of Business Research, Elsevier, vol. 108(C), pages 119-131.
    37. Hogan, Suellen J. & Coote, Leonard V., 2014. "Organizational culture, innovation, and performance: A test of Schein's model," Journal of Business Research, Elsevier, vol. 67(8), pages 1609-1621.
    38. Black, Sandra E & Lynch, Lisa M, 1996. "Human-Capital Investments and Productivity," American Economic Review, American Economic Association, vol. 86(2), pages 263-267, May.
    39. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
    40. Edoardo Della Torre & Luca Solari, 2011. "High performance work systems, technological innovations and firm performance in SME: evidences from Italy," International Journal of Entrepreneurial Venturing, Inderscience Enterprises Ltd, vol. 3(4), pages 375-391.
    41. Kanthi M.N. Muthiah & Samuel H. Huang, 2006. "A review of literature on manufacturing systems productivity measurement and improvement," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 1(4), pages 461-484.
    42. Audretsch, David B. & Kritikos, Alexander S. & Schiersch, Alexander, 2020. "Microfirms and innovation in the service sector," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 55(4), pages 997-1018.
    43. Jones, Marian V. & Coviello, Nicole & Tang, Yee Kwan, 2011. "International Entrepreneurship research (1989–2009): A domain ontology and thematic analysis," Journal of Business Venturing, Elsevier, vol. 26(6), pages 632-659.
    44. Annekatrin Niebuhr, 2010. "Migration and innovation: Does cultural diversity matter for regional R&D activity?," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 563-585, August.
    45. Onkelinx, Jonas & Manolova, Tatiana S. & Edelman, Linda F., 2016. "The human factor: Investments in employee human capital, productivity, and SME internationalization," Journal of International Management, Elsevier, vol. 22(4), pages 351-364.
    46. Jin Woong Kim & Young-Jin Ro, 2017. "The productivity spillover between SMEs and large firms in Korea," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(6), pages 997-1020.
    47. Laforet, Sylvie, 2013. "Organizational innovation outcomes in SMEs: Effects of age, size, and sector," Journal of World Business, Elsevier, vol. 48(4), pages 490-502.
    48. Fabienne Rasel, 2016. "Combining Information Technology and Decentralized Workplace Organization: SMEs versus Larger Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 23(2), pages 199-241, July.
    49. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    50. Francisco Linan & Alain Fayolle, 2015. "A systematic literature review on entrepreneurial intentions : citation, thematic analyses, and research agenda," Post-Print hal-02313298, HAL.
    51. Nicolas R Blancher & Maximiliano Appendino & Aidyn Bibolov & Armand Fouejieu & Jiawei Li & Anta Ndoye & Alexandra Panagiotakopoulou & Wei Shi & Tetyana Sydorenko, 2019. "Financial Inclusion of Small and Medium-Sized Enterprises in the Middle East and Central Asia," IMF Departmental Papers / Policy Papers 2019/002, International Monetary Fund.
    52. James Foreman-Peck & Tom Nicholls, 2015. "Inter-regional mobility of entrepreneurial SMEs," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 57-87, January.
    53. Paulo Nunes & Marco Gonçalves & Zélia Serrasqueiro, 2013. "The influence of age on SMEs’ growth determinants: empirical evidence," Small Business Economics, Springer, vol. 40(2), pages 249-272, February.
    54. Jones, Jane & Corral de Zubielqui, Graciela, 2017. "Doing well by doing good: A study of university-industry interactions, innovationess and firm performance in sustainability-oriented Australian SMEs," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 262-270.
    55. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    56. Maurizio Rocca & Raffaele Staglianò & Tiziana Rocca & Alfio Cariola & Ekaterina Skatova, 2019. "Cash holdings and SME performance in Europe: the role of firm-specific and macroeconomic moderators," Small Business Economics, Springer, vol. 53(4), pages 1051-1078, December.
    57. Ana Cristina O. Siqueira & Andy D. Cosh, 2008. "Effects Of Product Innovation And Organisational Capabilities On Competitive Advantage: Evidence From Uk Small And Medium Manufacturing Enterprises," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 12(02), pages 113-137.
    58. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    59. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    60. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    61. Patricia Hemert & Peter Nijkamp & Enno Masurel, 2013. "From innovation to commercialization through networks and agglomerations: analysis of sources of innovation, innovation capabilities and performance of Dutch SMEs," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(2), pages 425-452, April.
    62. Darush Yazdanfar, 2013. "Profitability determinants among micro firms: evidence from Swedish data," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 9(2), pages 151-160, March.
    63. Falk, Martin & Hagsten, Eva, 2015. "Export behaviour of micro firms in the Swedish computer and business service industries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-24.
    64. McGuirk, Helen & Lenihan, Helena & Hart, Mark, 2015. "Measuring the impact of innovative human capital on small firms’ propensity to innovate," Research Policy, Elsevier, vol. 44(4), pages 965-976.
    65. Ondřej Dvouletý & Stjepan Srhoj & Smaranda Pantea, 2021. "Public SME grants and firm performance in European Union: A systematic review of empirical evidence," Small Business Economics, Springer, vol. 57(1), pages 243-263, June.
    66. Sandulli, Francesco D. & Baker, Paul M.A. & López-Sánchez, José I., 2013. "Can small and medium enterprises benefit from skill-biased technological change?," Journal of Business Research, Elsevier, vol. 66(10), pages 1976-1982.
    67. Sasan Bakhtiari, 2015. "Productivity, outsourcing and exit: the case of Australian manufacturing," Small Business Economics, Springer, vol. 44(2), pages 425-447, February.
    68. James Foreman-Peck & Tom Nicholls, 2013. "SME takeovers as a contributor to regional productivity gaps," Small Business Economics, Springer, vol. 41(2), pages 359-378, August.
    69. Nataliia Ostapenko, 2015. "National culture, institutions and economic growth," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 4(3), pages 331-351, November.
    70. Kersten, Renate & Harms, Job & Liket, Kellie & Maas, Karen, 2017. "Small Firms, large Impact? A systematic review of the SME Finance Literature," World Development, Elsevier, vol. 97(C), pages 330-348.
    71. Olubunmi Ipinnaiye & Declan Dineen & Helena Lenihan, 2017. "Drivers of SME performance: a holistic and multivariate approach," Small Business Economics, Springer, vol. 48(4), pages 883-911, April.
    72. David B. Audretsch & Alexander S. Kritikos & Alexander Schiersch, 0. "Microfirms and innovation in the service sector," Small Business Economics, Springer, vol. 0, pages 1-22.
    73. Francesco Barbera & Ken Moores, 2013. "Firm ownership and productivity: a study of family and non-family SMEs," Small Business Economics, Springer, vol. 40(4), pages 953-976, May.
    74. Martin Falk & Eva Hagsten, 2015. "Exporter productivity premium for European SMEs," Applied Economics Letters, Taylor & Francis Journals, vol. 22(12), pages 930-933, August.
    75. Domingo Soriano & Gary Castrogiovanni, 2012. "The impact of education, experience and inner circle advisors on SME performance: insights from a study of public development centers," Small Business Economics, Springer, vol. 38(3), pages 333-349, April.
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