Abstract
Capital structure is the outcome of market conditions, financial decisions taken by the firm, and credit rationing of fund providers. Research on the capital structure of small and medium enterprises (SMEs) has gained momentum in recent years. The present study aims to identify key contributors, key areas, current dynamics, and suggests future research directions in the field of the capital structure of SMEs. This paper adopts a systematic literature review methodology along with bibliometric, network, and content analysis on a sample of 262 studies taken from the Web of Science database to examine the research activities that have taken place on this topic. Most influential papers are identified based on citations and PageRank, along with the most influential authors. The co-citation network is developed to see the intellectual structure of this research area. Applying bibliometric tools, four research clusters have been identified and content analysis performed on the papers identified in the clusters. It is found that the major research focus in this area is around theory testing—mainly, pecking order theory, trade-off theory, and agency theory. Determinants of capital structure, trade credit, corporate governance, and bankruptcy are also the prominent research topics in this field. Also, this study has identified the research gaps and has proposed five actionable research directions for the future.
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References
Acedo FJ, Barroso C, Casanueva C, Gala JL (2006) Co-authorship in management and organizational studies. J Manag Stud 43:957–983. https://doi.org/10.1111/j.1467-6486.2006.00625.x
Ang JS (1992) On the theory of finance for privately held firms. J Entrep Finance 1:185–203
Azouzi MA, Jarboui A (2012) CEO emotional bias and capital structure choice, bayesian network method. Bus Excell Manag 2:47–70
Beck T, Demirgüç-Kunt A, Maksimovic V (2008) Financing patterns around the world: are small firms different? J Financ Econ 89:467–487. https://doi.org/10.1016/j.jfineco.2007.10.005
Berger AN, Udell GF (1998) The economics of small business finance: the roles of private equity and debt markets in the financial growth cycle. J Bank Finance 22:613–673. https://doi.org/10.1016/S0378-4266(98)00038-7
Blondel VD, Guillaume JL, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech Theory Exp 10:P10008. https://doi.org/10.1088/1742-5468/2008/10/P10008
Brin S, Page L (1998) The anatomy of a large-scale hypertextual web search engine. Comput Netw ISDN Syst 30:107–117. https://doi.org/10.1016/S0169-7552(98)00110-X
Brounen D, De Jong A, Koedijk K (2004) Corporate finance in Europe: confronting theory with practice. Financ Manag 44:71–101
Castriotta M, Loi M, Marku E, Naitana L (2019) What’s in a name? Exploring the conceptual structure of emerging organizations. Scientometrics 118:407–437. https://doi.org/10.1007/s11192-018-2977-2
Chang RP, Rhee SG (1990) The impact of personal taxes on corporate dividend policy and capital structure decisions. Financ Manag 19:21–31. https://doi.org/10.2307/3665631
Cisneros L, Ibanescu M, Keen C, Lobato-Calleros O, Niebla-Zatarain J (2018) Bibliometric study of family business succession between 1939 and 2017: mapping and analyzing authors’ networks. Scientometrics 117:919–951. https://doi.org/10.1007/s11192-018-2889-1
Cloyd CB, Limberg ST, Robinson JR (1997) The impact of federal taxes on the use of debt by closely held corporations. Natl Tax J 50:261–277
Czarniewski S (2016) Small and medium-sized enterprises in the context of innovation and entrepreneurship in the economy. Pol J Manag Stud 3:30–39. https://doi.org/10.17512/pjms.2016.13.1.03
Daskalakis N, Eriotis N, Thanou E, Vasiliou D (2014) Capital structure and size: new evidence across the broad spectrum of SMEs. Manag Finance 40:1207–1222. https://doi.org/10.1108/MF-11-2013-0325
Demirgüç-Kunt A, Maksimovic V (1999) Institutions, financial markets, and firms’ choice of debt maturity. World Bank. https://doi.org/10.1596/1813-9450-1686
Diamond DW (1984) Financial intermediation and delegated monitoring. Rev Econ Stud 51:393–414. https://doi.org/10.2307/2297430
Ding Y, Cronin B (2011) Popular and/or prestigious? Measures of scholarly esteem. Inf Process Manag 47:80–96. https://doi.org/10.1016/j.ipm.2010.01.002
Ding Y, Chowdhury GG, Foo S (2001) Bibliometric cartography of information retrieval research by using co-work analysis. Inf Process Manage 37:817–842. https://doi.org/10.1016/S0306-4573(00)00051-0
Ding Y, Yan E, Frazho A, Caverlee J (2009) PageRank for ranking authors in co-citation networks. J Am Soc Inf Sci 60:2229–2243. https://doi.org/10.1002/asi.21171
Fahimnia B, Sarkis J, Davarzani H (2015) Green supply chain management: a review and bibliometric analysis. Int J Prod Econ 162:101–114. https://doi.org/10.1016/j.ijpe.2015.01.003
Fairchild RJ (2005) The effect of Managerial Overconfidence, asymmetric information, and moral hazard on capital structure decisions. http://dx.doi.org/10.2139/ssrn.711845
Fernández Z, Nieto MJ (2006) Impact of ownership on the international involvement of SMEs. J Int Bus Stud 37:340–351. https://doi.org/10.1057/palgrave.jibs.8400196
Ferris JS (1981) A transactions theory of trade credit use. Q J Econ 96:243–270. https://doi.org/10.2307/1882390
Gallo MÁ, Tàpies J, Cappuyns K (2004) Comparison of family and nonfamily business: financial logic and personal preferences. Family Bus Rev 17:303–318. https://doi.org/10.1111/j.1741-6248.2004.00020.x
Garfield E (2009) From the science of science to Scientometrics visualizing the history of science with HistCite software. J Informetr 3:173–179. https://doi.org/10.1016/j.joi.2009.03.009
Gmur M (2003) Co-citation analysis and the search for invisible colleges: a methodological evaluation. Scientometrics 57:27–57. https://doi.org/10.1023/A:1023619503005
Graham JR, Harvey CR (2001) The theory and practice of corporate finance: evidence from the field. J Financ Econ 60:187–243. https://doi.org/10.1016/S0304-405X(01)00044-7
Hasan I, Jackowicz K, Kowalewski O, Kozłowski Ł (2017) Do local banking market structures matter for SME financing and performance? New evidence from an emerging economy. J Bank Finance 79:142–158. https://doi.org/10.1016/j.jbankfin.2017.03.009
Heshmati A (2001) On the growth of micro and small firms: evidence from Sweden. Small Bus Econ 17:213–228. https://doi.org/10.1023/A:1011886128912
Hjørland B (2013) Citation analysis: a social and dynamic approach to knowledge organization. Inf Process Manag 49:1313–1325. https://doi.org/10.1016/j.ipm.2013.07.001
Jensen MC, Meckling WH (1976) Theory of the firm: managerial behavior, agency costs and ownership structure. J Financ Econ 3:305–360. https://doi.org/10.1016/0304-405X(76)90026-X
Kelly A, Morris H, Harvey C (2009) Modelling the outcome of the UK business and management studies RAE 2008 with reference to the ABS journal quality guide. Association of Business Schools
Kraus A, Litzenberger RH (1973) A state preference model of optimal financial leverage. J Finance 28:911–922. https://doi.org/10.1111/j.1540-6261.1973.tb01415.x
Leydesdorff L (2015) Bibliometrics/citation networks. In: Barnett GA (ed) Encyclopedia of social networks. SAGE Publications Inc, Thousand Oaks
Li C, Wu K, Wu J (2017) A bibliometric analysis of research on haze during 2000–2016. Environ Sci Pollut Res 24:24733–24742. https://doi.org/10.1007/s11356-017-0440-1
López-Gracia J, Sogorb-Mira F (2008) Testing trade-off and pecking order theories financing SMEs. Small Bus Econ 31:117–136. https://doi.org/10.1007/s11187-007-9088-4
Mac an Bhaird C, Lucey B (2014) Culture’s influences: an investigation of inter-country differences in capital structure. Borsa Istanb Rev 14:1–9. https://doi.org/10.1016/j.bir.2013.10.004
Martinez LB, Scherger V, Guercio MB (2019). SMEs capital structure: trade-off or pecking order theory: a systematic review. J Small Bus Enterp Dev 26:105–132. https://doi.org/10.1108/JSBED-12-2017-0387
Mc Namara A, Murro P, O’ Donohoe S (2017) Countries lending infrastructure and capital structur determination: the case of European SMEs. J Corp Finance 43:122–138. https://doi.org/10.1016/j.jcorpfin.2016.12.008
Michaelas N, Chittenden F, Poutziouris P (1999) Financial policy and capital structure choice in UK SMEs: empirical evidence from company panel data. Small Bus Econ 12:113–130. https://doi.org/10.1023/A:1008010724051
Michiels A, Molly V (2017) Financing decisions in family businesses: a review and suggestions for developing the field. Family Bus Rev 30:369–399. https://doi.org/10.1177/0894486517736958
Miller D, Le Breton-Miller I (2006) Family governance and firm performance: agency, stewardship, and capabilities. Family Bus Rev 19:73–87. https://doi.org/10.1111/j.1741-6248.2006.00063.x
Mingers J, Willmott H (2013) Taylorizing business school research: on the ‘one best way’ performative effects of journal ranking lists. Hum Relat 66:1051–1073. https://doi.org/10.1177/0018726712467048
Modigliani F, Miller MH (1958) The cost of capital, corporation finance and the theory of investment. Am Econ Rev 48:261–297
Moritz A, Block JH, Heinz A (2016) Financing patterns of European SMEs—an empirical taxonomy. Venture Cap 18:115–148. https://doi.org/10.1080/13691066.2016.1145900
MSME (2018) Annual report 2017–2018. Government of India. https://msme.gov.in/relatedlinks/annual-report-ministry-micro-small-and-medium-enterprises. Accessed 17 May 2018
Myers SC (1977) Determinants of corporate borrowing. J Financ Econ 5:147–175. https://doi.org/10.1016/0304-405X(77)90015-0
Myers SC (1984) The capital structure puzzle. J Finance 39:574–592. https://doi.org/10.1111/j.1540-6261.1984.tb03646.x
Myers SC, Majluf NS (1984) Corporate financing and investment decisions when firms have information that investors do not have. J Financ Econ 13:187–221. https://doi.org/10.1016/0304-405X(84)90023-0
Oliver BR (2005) The impact of management confidence on capital structure. Available at SSRN 791924. http://dx.doi.org/10.2139/ssrn.791924
Pacheco L, Tavares F (2015) Capital structure determinants of Portuguese footwear sector SMEs: empirical evidence using a panel data. Tékhne 13:145–157. https://doi.org/10.1016/j.tekhne.2016.04.002
Persson O, Danell R, Schneider JW (2009) How to use Bibexcel for various types of bibliometric analysis. Celebr Sch Commun Stud Festschrift Olle Persson 60th Birthd 5:9–24
Petersen MA, Rajan RG (1994) The benefits of lending relationships: evidence from small business data. J Finance 49:3–37. https://doi.org/10.1111/j.1540-6261.1994.tb04418.x
Pritchard A (1969) Statistical bibliography or bibliometrics. J Doc 25:348–349
Rajan RG, Zingales L (1995) What do we know about capital structure? Some evidence from international data. J Finance 50:1421–1460. https://doi.org/10.1111/j.1540-6261.1995.tb05184.x
Ramos Rodríguez AR, Ruíz Navarro J (2004) Changes in the intellectual structure of strategic management research: a bibliometric study of the Strategic Management Journal, 1980–2000. Strateg Manag J 25:981–1004. https://doi.org/10.1002/smj.397
Rice T, Strahan PE (2010) Does credit competition affect small-firm finance? J Finance 65:861–889. https://doi.org/10.1111/j.1540-6261.2010.01555.x
Romano CA, Tanewski GA, Smyrnios KX (2001) Capital structure decision making: a model for family business. J Bus Ventur 16:285–310. https://doi.org/10.1016/S0883-9026(99)00053-1
Ross SA (1977) The determination of financial structure: the incentive-signalling approach. Bell J Econ 8:23–40. https://doi.org/10.2307/3003485
Scherr FC, Hulburt HM (2001) The debt maturity structure of small firms. Financ Manag 30:85–111. https://doi.org/10.2307/3666392
Serrasqueiro Z, Nunes PM (2012) Is age a determinant of SMEs’ financing decisions? Empirical evidence using panel data models. Entrep Theory Pract 36:627–654. https://doi.org/10.1111/j.1540-6520.2010.00433.x
Serrasqueiro Z, Nunes PM (2014) Financing behaviour of Portuguese SMEs in hotel industry. Int J Hosp Manag 43:98–107. https://doi.org/10.1016/j.ijhm.2014.09.001
Shen Y, Shen M, Xu Z, Bai Y (2009) Bank size and small-and medium-sized enterprise (SME) lending: evidence from China. World Dev 37:800–811. https://doi.org/10.1016/j.worlddev.2008.07.014
Shleifer A, Vishny RW (1997) A survey of corporate governance. J Finance 52:737–783. https://doi.org/10.1111/j.1540-6261.1997.tb04820.x
Small H (1973) Co-citation in the scientific literature: a new measure of the relationship between two documents. J Am Soc Inf Sci 24:265–269. https://doi.org/10.1002/asi.4630240406
Small HG (2009) Critical thresholds for co-citation clusters and emergence of the giant component. J Informetr 3:332–340. https://doi.org/10.1016/j.joi.2009.05.001
Small H, Greenlee E (1980) Citation context analysis of a co-citation cluster: recombinant-DNA. Scientometrics 2:277–301. https://doi.org/10.1007/BF02016349
Sogorb-Mira F (2005) How SME uniqueness affects capital structure: evidence from a 1994–1998 Spanish data panel. Small Bus Econ 25:447–457. https://doi.org/10.1007/s11187-004-6486-8
Stiglitz JE, Weiss A (1981) Credit rationing in markets with imperfect information. Am Econ Rev 71:393–410
Stohs MH, Mauer DC (1996) The determinants of corporate debt maturity structure. J Bus 69:279–312
Storey DJ (1994) The role of legal status in influencing bank financing and new firm growth. Appl Econ 26:129–136. https://doi.org/10.1080/00036849400000068
Strozzi F, Colicchia C, Creazza A et al (2017) Literature review on the “Smart Factory” concept using bibliometric tools. Int J Prod Res 55:6572–6591. https://doi.org/10.1080/00207543.2017.1326643
Svensson G (2010) SSCI and its impact factors: a “prisoner’s dilemma”? Eur J Mark 44:23–33. https://doi.org/10.1108/03090561011008583
Thorburn KS (2000) Bankruptcy auctions: costs, debt recovery, and firm survival. J Financ Econ 58:337–368. https://doi.org/10.1016/S0304-405X(00)00075-1
Titman S, Wessels R (1988) The determinants of capital structure choice. J Finance 43:1–19. https://doi.org/10.1111/j.1540-6261.1988.tb02585.x
Tranfield D, Denyer D, Smart P (2003) Towards a methodology for developing evidence informed management knowledge by means of systematic review. Br J Manag 14:207–222. https://doi.org/10.1111/1467-8551.00375
Tunger D, Eulerich M (2018) Bibliometric analysis of corporate governance research in German-speaking countries: applying bibliometrics to business research using a custom-made database. Scientometrics 117:2041–2059. https://doi.org/10.1007/s11192-018-2919-z
Tüselmann H, Sinkovics RR, Pishchulov G (2016) Revisiting the standing of international business journals in the competitive landscape. J World Bus 51:487–498. https://doi.org/10.1016/j.jwb.2016.01.006
Ueda M (2004) Banks versus venture capital: project evaluation, screening, and expropriation. J Finance 59:601–621. https://doi.org/10.1111/j.1540-6261.2004.00643.x
Uzzi B (1999) Embeddedness in the making of financial capital: how social relations and networks benefit firms seeking financing. Am Sociol Rev 64:481–505. https://doi.org/10.2307/2657252
Van der Wijst N, Thurik R (1993) Determinants of small firm debt ratios: an analysis of retail panel data. Small Bus Econ 5:55–65. https://doi.org/10.1007/BF01539318
Van Eck NJ, Waltman L (2009) How to normalize cooccurrence data? An analysis of some well known similarity measures. J Am Soc Inform Sci Technol 60:1635–1651. https://doi.org/10.1002/asi.21075
Van Eck NJ, Waltman L (2010) Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics 84:523–538. https://doi.org/10.1007/s11192-009-0146-3
Vermoesen V, Deloof M, Laveren E (2013) Long-term debt maturity and financing constraints of SMEs during the global financial crisis. Small Bus Econ 41:433–448. https://doi.org/10.1007/s11187-012-9435-y
Villalonga B, Amit R (2006) How do family ownership, control and management affect firm value? J Financ Econ 80:385–417. https://doi.org/10.1016/j.jfineco.2004.12.005
Vos E, Yeh AJY, Carter S, Tagg S (2007) The happy story of small business financing. J Bank Finance 31:2648–2672. https://doi.org/10.1016/j.jbankfin.2006.09.011
Voulgaris F, Asteriou D, Agiomirgianakis G (2004) Size and determinants of capital structure in the Greek manufacturing sector. Int Rev Appl Econ 18:247–262. https://doi.org/10.1080/0269217042000186714
Wald JK (1999) How firm characteristics affect capital structure: an international comparison. J Financ Res 22:161–187. https://doi.org/10.1111/jfir.1999.22.issue-2
Warner JB (1977) Bankruptcy costs: some evidence. J Finance 32:337–347. https://doi.org/10.2307/2326766
Watson R, Wilson N (2002) Small and medium size enterprise financing: a note on some of the empirical implications of a pecking order. J Bus Finance Account 29:557–578. https://doi.org/10.1111/1468-5957.00443
Westhead P, Storey DJ (1997) Financial constraints on the growth of high technology small firms in the United Kingdom. Appl Financ Econ 7:197–201. https://doi.org/10.1080/096031097333763
Whited TM (1992) Debt, liquidity constraints, and corporate investment: evidence from panel data. J Finance 47:1425–1460. https://doi.org/10.1111/j.1540-6261.1992.tb04664.x
Wiklund J, Shepherd D (2005) Entrepreneurial orientation and small business performance: a configurational approach. J Bus Ventur 20:71–91. https://doi.org/10.1016/j.jbusvent.2004.01.001
Williamson OE (1975) Markets and hierarchies. Free Press, New York, p 2630
Williamson OE (1988) Corporate finance and corporate governance. J Finance 43:567–591. https://doi.org/10.1111/j.1540-6261.1988.tb04592.x
Wilner BS (2000) The exploitation of relationships in financial distress: the case of trade credit. J Finance 55:153–178. https://doi.org/10.1111/0022-1082.00203
Winborg J, Landström H (2001) Financial bootstrapping in small businesses: examining small business managers’ resource acquisition behaviors. J Bus Ventur 16:235–254. https://doi.org/10.1016/S0883-9026(99)00055-5
Windmeijer F (2005) A finite sample correction for the variance of linear efficient two-step GMM estimators. J Econom 126:25–51. https://doi.org/10.1016/j.jeconom.2004.02.005
Wintoki MB, Linck JS, Netter JM (2012) Endogeneity and the dynamics of internal corporate governance. J Financ Econ 105:581–606. https://doi.org/10.1016/j.jfineco.2012.03.005
Wooldridge JM (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge
Wooldridge JM (2010) Econometric analysis of cross section and panel data. MIT press, Cambridge
Wright M, Robbie K (1998) Venture capital and private equity: a review and synthesis. J Bus Finance Account 25:521–570. https://doi.org/10.1111/1468-5957.00201
Wright M, Stigliani I (2013) Entrepreneurship and growth. Int Small Bus J 31:3–22. https://doi.org/10.1177/0266242612467359
Wu Z, Chua JH, Chrisman JJ (2007) Effects of family ownership and management on small business equity financing. J Bus Ventur 22:875–895. https://doi.org/10.1016/j.jbusvent.2006.07.002
Xiang D, Worthington AC, Higgs H (2015) Discouraged finance seekers: an analysis of Australian small and medium-sized enterprises. Int Small Bus J 33:689–707. https://doi.org/10.1177/0266242613516138
Xu X, Chen X, Jia F, Brown S, Gong Y, Xu Y (2018) Supply chain finance: a systematic literature review and bibliometric analysis. Int J Prod Econ 204:160–173. https://doi.org/10.1016/j.ijpe.2018.08.003
Yang CH, Huang CH (2005) R&D, size and firm growth in Taiwan‘s electronics industry. Small Bus Econ 25:477–487. https://doi.org/10.1007/s11187-004-6487-7
Yermack D (1996) Higher market valuation of companies with a small board of directors. J Financ Econ 40:185–211. https://doi.org/10.1016/0304-405X(95)00844-5
Yosha O (1995) Information disclosure costs and the choice of financing source. J Financ Intermed 4:3–20. https://doi.org/10.1006/jfin.1995.1001
Zahra SA (2003) International expansion of US manufacturing family businesses: the effect of ownership and involvement. J Bus Ventur 18:495–512. https://doi.org/10.1016/S0883-9026(03)00057-0
Zahra SA (2005) Entrepreneurial risk taking in family firms. Family Bus Rev 18:2340. https://doi.org/10.1111/j.1741-6248.2005.00028.x
Zahra SA, Ireland RD, Hitt MA (2000) International expansion by new venture firms: international diversity, mode of market entry, technological learning, and performance. Acad Manag J 43:925–950. https://doi.org/10.5465/1556420
Zingales L (2000) In search of new foundations. J Finance 55:1623–1653. https://doi.org/10.1111/0022-1082.00262
Zott C, Huy QN (2007) How entrepreneurs use symbolic management to acquire resources. Adm Sci Q 52:70–105. https://doi.org/10.2189/asqu.52.1.70
Zupic I, Čater T (2015) Bibliometric methods in management and organization. Organ Res Methods 18:429–447. https://doi.org/10.1177/1094428114562629
Zwiebel J (1996) Dynamic capital structure under managerial entrenchment. Am Econ Rev 86:1197–1215
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Kumar, S., Sureka, R. & Colombage, S. Capital structure of SMEs: a systematic literature review and bibliometric analysis. Manag Rev Q 70, 535–565 (2020). https://doi.org/10.1007/s11301-019-00175-4
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DOI: https://doi.org/10.1007/s11301-019-00175-4
Keywords
- Capital structure
- SME
- Systematic literature review
- Bibliometric analysis
- Network analysis
- Content analysis
- Co-citation
- BibExcel
- Gephi