Skip to main content
Log in

Business group affiliation in resource-scarce locations

  • Research
  • Published:
Journal of Organization Design Aims and scope Submit manuscript

Abstract

Business groups are sets of firms tied together by a centralized control mechanism, and they represent the most common form of business organization worldwide. Business groups have internal labor and capital markets that help them overcome institutional voids. Despite the abundant literature on the location of business groups across countries, little is known about the factors that explain the choice of a location of firms affiliated with (or controlled by) business groups within a country. Building on business group literature and agglomeration economics, we propose in this study that more firms are affiliated with business groups in regions with limited access to strategic resources, finance, and labor. Empirical results based on a large sample of privately held French firms support the idea that business group affiliation is more common in regions with limited access to the workforce. However, we could not find any evidence in support of the argument that the degree of regional financial development influences the likelihood of a business group affiliation. Overall, the study provides evidence that the way businesses are organized, for instance, as business groups, depends on the degree of resource scarcity of the locations in which firms are created.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Availability of data and materials

Not applicable.

Code availability

Not applicable.

Notes

  1. In that sense, BGs share a common attribute with conglomerates. However, BGs and conglomerates are distinct in at least one essential aspect. Firms affiliated with a BG are legally distinct, which is not the case for the divisions in a conglomerate. This means that firms affiliated with a BG can enter contracts by themselves. See Samphantarak (2007) for a detailed discussion of the differences between BGs and conglomerates.

  2. One could question why an organization would decide to locate a new business entity in a resource-scarce region that appears to be, at least intuitively, a complicated hunting ground. In fact, entering peripheral regions instead of the largest cities is a common growth strategy for large and internationalized business organizations. (Shi et al. 2012). Resource-scarce regions are also commonly much less populated, and competition is less intense there and prices are higher (Atsom et al. 2011).

  3. For the INSEE website, data are available at https://www.insee.fr/fr/statistiques/2521169. For the Bank of France, data are available at https://www.banque-france.fr/sites/default/files/webstat_pdf/cre_reg_fra_2176_fr_credits_regions_122017.pdf.

  4. Information is often lacking or incomplete for overseas territories. Specifically, companies that operate in overseas territories are excluded from the analysis because information for the financial development variable is not available.

  5. It is possible to run estimations at the regional level instead of the firm level. However, firm-level regressions provide us the option to include many firm-level controls that likely drive a BG affiliation. For instance, BGs may decide to acquire firms that exhibit specific characteristics.

  6. The proportion of BG-affiliated firms is lower in the French population and close to 50% (Deroyon 2016). In fact, Amadeus has a relatively poor coverage of microfirms, which are less likely to be affiliated to a BG in France.

  7. Given the nonresult in Hypothesis 2, we ran additional estimations by splitting the sample into quartiles of cash holdings, capital intensity, and capital expenditures. The nonresult in Hypothesis 2 was confirmed in each case. The results are unreported for brevity but available upon request.

References

  • Ahmadjian C, Lincoln JR (2001) Keiretsu, governance, and learning: case studies in change from Japanese automotive industry. Organ Sci 12(6):683–701

    Article  Google Scholar 

  • Almeida HV, Wolfenzon D (2006) A theory of pyramidal ownership and family business groups. J Finance 61(6):2637–2680

    Article  Google Scholar 

  • Atsom Y, Kertesz A, Vittal L (2011) Is your emerging-market strategy local enough? McKinsey Q 2:1–13

    Google Scholar 

  • Aldrich HE, Auster ER (1986) Even dwarfs started small: Liabilities of age and size and their strategic implications. Res Org Behav 8:165–198

    Google Scholar 

  • Bamiatzi V, Cavusgil ST, Jabbour L, Sinkovics RR (2014) Does business group affiliation help firms achieve superior performance during industrial downturns? An Empirical Examination. Int Bus Rev 23(1):195–211

    Article  Google Scholar 

  • Baú M, Chirico F, Pittino D, Backman M, Klaesson J (2018) Roots to grow: family firms and local embeddedness in rural and urban contexts. Entrep Theory Pract 43(2):1–26

    Google Scholar 

  • Belenzon S, Tsolmon U (2016) Market frictions and the competitive advantage of internal labor markets. Strateg Manag J 37(7):1280–1303

    Article  Google Scholar 

  • Belenzon S, Berkovitz T, Rios L (2013) Capital markets and firm organization: how financial development shapes European corporate groups. Manage Sci 59(6):1326–1343

    Article  Google Scholar 

  • 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(6–8):613–673

    Article  Google Scholar 

  • Botero JC, Djankov S, La Porta R, Lopez-de-Silanes F, Shleifer A (2004) The regulation of labor. Quart J Econ 119(4):1339–1382

    Article  Google Scholar 

  • Breschi S, Lissoni F (2009) Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows. J Econ Geogr 9(4):439–468

    Article  Google Scholar 

  • Busenbark JR, Wiseman RM, Arrfelt M, Woo HS (2017) A review of the internal capital allocation literature: piecing together the capital allocation puzzle. J Manag 43(8):2430–2455

    Google Scholar 

  • Cainelli G, Iacobucci D, Morganti E (2006) Spatial agglomeration and business groups: new evidence from Italian industrial districts. Region Sci 40(5):507–518

    Google Scholar 

  • Carney M, Gedajlovic ER, Heugens P, Van Essen M, Van Oosterhout J (2011) Business group affiliation, performance, context, and strategy: a meta-analysis. Acad Manag J 54(3):437–460

    Article  Google Scholar 

  • Cassar G (2004) The financing of business start-ups. J Bus Ventur 19(2):261–283

    Article  Google Scholar 

  • Chan CM, Makino S, Isobe T (2010) Does subnational region matter? Foreign affiliate performance in the United States and China. Strateg Manag J 31(11):1226–1243

    Article  Google Scholar 

  • Charnoz P, Lelarge C, Trevien C (2018) Communication costs and the internal organization of multi-plant businesses: evidence from the impact of the French high-speed rail. Econ J 128(610):949–994

    Article  Google Scholar 

  • Chung W, Alcacer J (2002) Knowledge seeking and location choice of foreign direct investment in the United States. Manage Sci 48(12):1534–1544

    Article  Google Scholar 

  • Colpan A, Hikino T (2018) Business groups in the West: Origins, evolution, and resilience. Oxford.

  • Curran J, Storey DJ (2016) Small firms in urban and rural locations. Routledge, Milton Park

    Book  Google Scholar 

  • Deroyon, J (2016) Les PME organisées en groupes, un phénomène important dès les unités de petite taille. INSEE références. https://www.inseEfr/fr/statistiques/2497072?sommaire=2497179

  • Duru-Bellat M (2015) Access to higher education: The French case. IREDU working paper. https://www.halshSarchives-ouverteSfr/halshs-01103597/document

  • Fisman R, Khanna T (2004) Facilitating development: the role of business groups. World Dev 32(4):609–628

    Article  Google Scholar 

  • Gopalan R, Nanda V, Seru A (2007) Affiliated firms and financial support: evidence from Indian business groups. J Financ Econ 86(3):759–795

    Article  Google Scholar 

  • Granovetter M (1995) Coase revisited: business groups in the modern economy. Ind Corp Chang 4(1):93–130

    Article  Google Scholar 

  • Granovetter M (2010) Business group and social organization. In: Smelser NJ, Swedberg R (eds) The handbook of economic sociology. Princeton University Press, Princeton

    Google Scholar 

  • Guillen MF (2001) Business groups in emerging economies: a resource-based view. Acad Manag J 43(3):362–380

    Article  Google Scholar 

  • Hamelin A (2011) Small business groups enhance performance and promote stability, not expropriation: evidence from French SMES. J Bank Finance 35(3):613–626

    Article  Google Scholar 

  • Harford J, Wang C, Zhang K (2017) Foreign cash: taxes, internal capital markets, and agency problems. Rev Financial Stud 30(5):1490–1538

    Article  Google Scholar 

  • Holmes M, Hoskisson R, Kim H, Wan W, Holcomb T (2018) International strategy and business groups: a review and future research agenda. J World Bus 53(2):134–150

    Article  Google Scholar 

  • Iacobucci D (2002) Explaining business groups started by habitual entrepreneurs in the Italian manufacturing sector. Entrep Reg Dev 14(1):31–47

    Article  Google Scholar 

  • Iacobucci D, Rosa P (2005) Growth, diversification, and business group formation in entrepreneurial firms. Small Bus Econ 25:65–82

    Article  Google Scholar 

  • Iacobucci D, Rosa P (2010) The growth of business groups by habitual entrepreneurs: the role of entrepreneurial teams. Entrep Theory Pract 34(2):351–377

    Article  Google Scholar 

  • Johnston A, Huggins R (2016) Drivers of university-industry links: the case of knowledge-intensive business service firms in rural locations. Reg Stud 50(8):1330–1345

    Article  Google Scholar 

  • Khanna T, Palepu K (1997) Why focused strategies may be wrong for emerging markets. Harv Bus Rev 75(4):41–51

    Google Scholar 

  • Khanna T, Palepu K (2000) Is business group affiliation profitable in emerging markets? An analysis of diversified Indian business groups. J Finance 55(2):867–891.

    Article  Google Scholar 

  • Khanna T, Yafeh Y (2005) Business groups and risk sharing around the world. J Bus 78(1):301–340

    Article  Google Scholar 

  • Larrain B, Urzúa F (2016) Do business groups change with market development? J Econ Manag Strategy 25(3):750–784

    Article  Google Scholar 

  • Lechner C, Leyronas C (2009) Small-business group formation as an entrepreneurial development model. Entrep Theory Pract 33(3):645–667

    Article  Google Scholar 

  • Lee N, Brown R (2017) Innovation, SMEs, and the liability of distance: the demand and supply of bank funding in UK peripheral regions. J Econ Geogr 17(1):233–260

    Article  Google Scholar 

  • Leff NH (1978) Industrial organization and entrepreneurship in the developing countries: the economic groups. Econ Dev Cult Change 26(4):661–675

    Article  Google Scholar 

  • Liang Z, Carney M (2020) Business group persistence and institutional maturity: the role of management practices. Ind Corp Chang 29(6):1483–1503

    Article  Google Scholar 

  • Lovallo D, Brown AL, Teece DJ, Bardolet D (2020) Resource re-allocation capabilities in internal capital markets: the value of overcoming inertia. Strateg Manag J 41(8):1365–1380

    Article  Google Scholar 

  • Maman D (2002) The emergence of business groups: Israel and South Korea compared. Organ Stud 23(5):737–758

    Article  Google Scholar 

  • Manikandan KS, Ramachandran J (2015) Beyond institutional voids: business groups, incomplete markets, and organization form. Strateg Manag J 36(4):598–617

    Article  Google Scholar 

  • Masulis RW, Pham PK, Zein J (2011) Family business groups around the world: financing advantages, control motivations, and organizational choices. Rev Financial Stud 24(11):3556–3600

    Article  Google Scholar 

  • McCann BT, Folta TB (2008) Location matters: where we have been and where we might go in agglomeration research. J Manag 34(3):532–565

    Google Scholar 

  • Mukherjee D, Makarius EE, Stevens CE (2018) Business group reputation and affiliates’ internationalization strategies. J World Bus 53(2):93–103

    Article  Google Scholar 

  • Nason RS, McKelvie A, Lumpkin GT (2015) The role of organizational size in the heterogenous nature of corporate entrepreneurship. Small Bus Econ 45(2):279–304

    Article  Google Scholar 

  • Newberry KJ, Dhaliwal DS (2001) Cross-jurisdictional income shifting by US multinationals: evidence from international bond offerings. J Account Res 39(3):643–662

    Article  Google Scholar 

  • Pe’er A, Vertinsky I, Keil T (2016) Growth and survival: the moderation effects of local agglomeration and local market structure. Strateg Manag J 37(3):541–564

    Article  Google Scholar 

  • Phan PH, Wright M, Ucbasaran D, Tan WL (2009) Corporate entrepreneurship: current research and future directions. J Bus Ventur 24(3):197–205

    Article  Google Scholar 

  • Puga D (2010) The magnitude and causes of agglomeration economies. J Reg Sci 50(1):203–219

    Article  Google Scholar 

  • Randolph RV, Li Z, Daspit JJ (2017) Toward a typology of family firm corporate entrepreneurship. J Small Bus Manage 55(4):530–546

    Article  Google Scholar 

  • Sharma P, Chrisman JJ (1999) Toward a reconciliation of the definitional issues in the field of corporate entrepreneurship. Entrep Theory Pract 23(3):11–28

    Article  Google Scholar 

  • Shi W, Sun SL, Peng MW (2012) Sub-national institutional contingencies, network positions, and IJV partner selection. J Manage Stud 49(7):1221–1245

    Article  Google Scholar 

  • Sitglitz JE, Weiss A (1981) Credit rationing in markets with imperfect information. Am Econ Rev 71(3):393–410

    Google Scholar 

  • Stinchcombe AL (1965) Social structures and organizations. In: March JP (ed) Handbook of organizations. Rand McNally, Chicago, pp 142–193

    Google Scholar 

  • Tajeddin M, Carney M (2019) African business groups: how does business group affiliation improve SMEs export intensity? Entrep Theory Pract 43(6):1194–1222

    Article  Google Scholar 

  • UNO (2019) 2019 Revision of world population prospects. https://www.populatioNuNorg/wpp/

  • Vanacker T, Forbes DP (2016) Disentangling the multiple effects of affiliate reputation on resource attraction in new firms. Organ Sci 27(6):1525–1547

    Article  Google Scholar 

  • Wheaton WC, Lewis MJ (2002) Urban wages and labor market agglomeration. J Urban Econ 51(3):542–562

    Article  Google Scholar 

  • Woo H-S, Cannella A, Mesquita L (2019) How intra- and interfirm agglomeration affect new-unit geographic decisions of multiunit firms. Strateg Manag J 40(11):1757–1790

    Article  Google Scholar 

  • Zhang L, Sjögren H, Kishida M (2016) The emergence and organizational persistence of business groups in China, Japan, and Sweden. Ind Corp Chang 25(6):885–902

    Google Scholar 

Download references

Acknowledgements

This research has been conducted as part of the “Réseau de recherche en entrepreneuriat”. The comments and suggestions of two anonymous reviewers and the editor, Maciej Workiewicz, are gratefully acknowledged. All remaining errors are the author’s own.

Funding

Not applicable.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vivien Lefebvre.

Ethics declarations

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lefebvre, V. Business group affiliation in resource-scarce locations. J Org Design 12, 121–140 (2023). https://doi.org/10.1007/s41469-023-00145-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s41469-023-00145-x

Keywords

JEL Classification

Navigation