Abstract
Extant literature on foreign entry increasingly recognizes firms’ heterogeneity as a potential reason for inconsistency in results on the establishment mode choice, that is, whether and under which conditions firms should choose to enter a new country through a greenfield investment or an acquisition. Our study contributes to this debate by identifying family ownership and family involvement in management as potential powerful sources of such heterogeneity. Integrating international business studies with both corporate finance literature on family firms and recent contributions from the Socio Emotional Wealth perspective on family ownership, we claim that, due to greater risk aversion and lower access to information, the family involvement both in the firm ownership and management leads to a higher propensity towards greenfield initiatives (vs acquisitions). However, we also find that such a propensity decreases with international experience especially in family-owned firms given the greater ability of professionalized management to overcome family-related concerns on making acquisitions. Our analysis on 1045 foreign initiatives undertaken by 311 Italian family and non-family firms between 2003 and 2013 confirms our expectations, indicating family ownership as a significant driver of firms’ international strategies.
Abstract
La littérature existante sur l’entrée à l'étranger reconnaît de plus en plus l'hétérogénéité des entreprises comme une raison possible concernant l'incohérence des résultats sur le choix du mode d’implantation ; c’est à dire, si et à quelles conditions les entreprises doivent choisir d'entrer dans un nouveau pays par un investissement ex nihilo ou une acquisition. Notre étude contribue à ce débat en identifiant la propriété familiale et la participation managériale familiale comme des sources potentielles fortes expliquant cette hétérogénéité. Intégrant les études d’international business avec - à la fois - la littérature sur la finance d'entreprise sur les entreprises familiales et les récentes contributions de l’approche de la richesse socio-émotionnelle sur la propriété familiale, nous considérons que, en raison d'une plus grande aversion au risque et d’un plus faible accès à l'information, la participation de la famille à la fois au niveau de la propriété et du management conduit à une propension plus élevée d’initiatives ex nihilo (par rapport aux acquisitions). Cependant, nous constatons également qu'une telle propension diminue avec l'expérience internationale, en particulier dans les entreprises appartenant à des familles compte tenu de la plus grande capacité de gestion professionnalisée à surmonter les préoccupations des familles à effectuer des acquisitions. Notre analyse de 1045 initiatives étrangères développées par 311 entreprises italiennes familiales et non familiales entre 2003 et 2013 confirme nos attentes, ce qui indique que la propriété familiale est un facteur important pour les stratégies d’internationalisation des entreprises.
Abstract
La literatura existente en entradas internacionales reconoce cada vez más la heterogeneidad de las empresas como una razón potencial de la inconsistencia en los resultados para la elección del modo de establecimiento, es decir, cuando y en qué condiciones las empresas deben escoger entrar a un nuevo país mediante una inversión totalmente nueva (greenfield) o mediante una adquisición. Nuestro estudio contribuye a este debate mediante la identificación de propiedad familiar o participación de la familia en la gestión como poderosas fuentes potenciales de esta heterogeneidad. Integrar los estudios de negocios internacionales con la literatura de finanzas corporativas y con los recientes aportes de la perspectiva de riqueza socio emocional en propiedad familiar, afirmamos que, debido a una mayor aversión al riesgo y un menor acceso a información, la participación de la familia, tanto en la propiedad de la empresa y como en la gestión lleva a una alta propensión a iniciativas totalmente nuevas (versus adquisiciones). Sin embargo, también encontramos que esta propensión disminuye con la experiencia internacional especialmente en empresas de propiedad familiar dada la mayor habilidad de la gestión profesionalizada para superar preocupaciones por asuntos familiares al hacer adquisiciones. Nuestro análisis de 1.045 iniciativas extranjeras por 311 empresas italianas familiares y no familiares entre los años 2003 y 2013 confirma nuestras expectativas, mostrando que la propiedad familiar es un motivador significante de las estrategias internacionales de la empresa.
Abstract
A literatura existente sobre a entrada em país estrangeiro reconhece a heterogeneidade das empresas como uma razão potencial para a inconsistência nos resultados sobre a escolha do modo de estabelecimento, isto é, se, e em que condições empresas devem optar por entrar em um novo país através de um investimento greenfield ou de uma aquisição. Nosso estudo contribui para este debate ao identificar a propriedade familiar e o envolvimento da família na gestão como fontes potencialmente poderosas de tal heterogeneidade. Integrando estudos de negócios internacionais com a literatura sobre finanças corporativas em empresas familiares e com contribuições recentes da perspectiva da riqueza sócio-emocional sobre a propriedade familiar, afirmamos que, devido a uma maior aversão ao risco e menor acesso à informação, o envolvimento da família, tanto na propriedade da empresa quanto na gestão, leva a uma maior propensão para iniciativas greenfield (versus aquisições). No entanto, também concluímos que tal propensão diminui com a experiência internacional, especialmente em empresas familiares, dada a maior capacidade de gestão profissionalizada para superar as preocupações relacionadas com a família em fazer aquisições. Nossa análise em 1045 iniciativas estrangeiras empreendidas por 311 empresas familiares e não-familiares italianas entre 2003 e 2013 confirma as nossas expectativas, indicando a propriedade da família como um importante fator nas estratégias internacionais das empresas.
Abstract
关于进入外国的现存文献越来越认识到公司的异质性是一个潜在的原因, 它使进入模式选择结果不一致, 即是否和在什么条件下公司应该选择通过绿地投资或收购进入一个新国家。我们的研究通过识别家族所有权和家庭参与管理作为这类异质性的强大的潜在来源, 从而对这一辩论做出了贡献。通过整合国际商务研究与家族企业公司财务研究以及家庭所有权社会情感的近期研究, 我们主张, 由于有较大的风险规避和较低的信息获取, 家庭参与企业所有权和管理导致较高倾向的绿地举措 (对比收购) 。然而, 我们也发现这种倾向随着国际经验而减少, 特别是在职业化管理能力较大能克服与家庭相关的收购问题的家族企业里。我们对311家意大利家庭和非家族企业2003年到2013年间的1045个外国举措的分析证实了我们的预测, 表明家族所有权成为公司国际战略一个显著的驱动力。
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INTRODUCTION
The literature on firms’ entry into foreign markets has emphasized the importance of the establishment mode choice between a greenfield initiative and acquisition of an existing firm in the host market (e.g., Brouthers & Brouthers, 2000; Padmanabhan & Cho, 1999). Scholars applied various theoretical lenses, leading to a panoply of empirical findings and mixed conclusions about the role of several predictors (for a detailed review, see Slangen & Hennart, 2007). Within this context, firm heterogeneity, and specifically that related to corporate governance, can help shed further light on the issue (Strange, Filatotchev, Buck, & Wright, 2009). In this article, attention is devoted to the degree of family involvement in firm ownership and management. The significance of family business in modern economies is well documented in terms of both phenomenological and theoretical reasons. On the one hand, family firms (FFs) have been increasingly recognized as socially and economically dominant worldwideFootnote 1 (e.g., Gomez‐Mejia, Makri, & Kintana, 2010). On the other hand, the literature acknowledges important differences in the strategies of FFs vs non-FFs (e.g., Miller, Le Breton-Miller, & Lester, 2010; Strike, Berrone, Sapp, & Congiu, 2015), including internationalization choices (Fernández & Nieto, 2006).
We assert that FFs and non-FFs differ in their establishment mode choice abroad mainly relying on the following explanations. First, integrating contributions from the International Business (IB) framework, the Socio Emotional Wealth (SEW) approach (Berrone, Cruz, & Gomez-Mejia, 2012), and corporate finance literature on FFs (e.g., Anderson & Reeb, 2003; Caprio, Croci, & Del Giudice, 2011), we argue that the family includes the firm in its utility function, thus developing an international growth approach that is averse to risk and to dilution of control. Second, FFs hardly possess or have access to the relevant information needed to reduce the uncertainty associated with entering a foreign market, while non-FFs benefit from the greater contributions of external financial and institutional shareholders and professional managers (Tihanyi, Johnson, Hoskisson, & Hitt, 2003), who bring into the companies international experience gained in other firms, sectors, and markets. Third, distinguishing between family-managed firms (FMs), in which family members are simultaneously key owners and managers of the firm, and family-owned firms (FOs), in which the family dominates the shareholder base but managers are recruited externally (Chua, Chrisman, Steier, & Rau, 2012), we argue that the presence of the family within the management is associated with a lesser endowment of relevant information and experience and constrains the exploration of valuable options for expanding abroad.
Building upon these pillars, we claim that the greater the family involvement in the firm’s governance is, the more likely the firm will prefer less risky (more cautious) entry modes in foreign countries, that is, greenfield initiatives rather than acquisitions. However, information gathered directly on foreign markets helps reduce firms’ risk perception. This effect is particularly relevant for FFs and especially FOs in which talented non-family managers have a superior ability to extract information and knowledge from the firm’s experience in foreign markets (Levy, Beechler, Taylor, & Boyacigiller, 2007; Musteen, Datta, & Herrmann, 2009). Accordingly, because of their greater understanding (and tolerance) of risk, FOs will expand their choice set, and more acquisitions will occur.
Consistently with this framework, we treat family ownership and management as exogenous, although there are theoretical reasons to expect that the relationship with the establishment mode choice might be endogenous. First, the direction of causality might not be univocal. As a matter of fact, if a FF needs to issue fresh capital to finance an acquisition in order to survive, a family may decide to dilute its stake, possibly losing control or even exiting the firm, thus turning the company into a non-FF. Likewise, for family management, when a FF requires professionalized managers to undertake an acquisition, family members may opt for leaving managerial positions – thus switching from being a FM to a FO. In both cases, the establishment mode choice would influence the family involvement in the firm, and not the other way round. Second, some unobserved factors may co-determine both family involvement and the establishment mode choice.Footnote 2 However, although we cannot solve the endogeneity problem, we believe this issue is likely less severe in our empirical context – that is, in Italy – where, like in other European countries, family ownership and management exhibit high stability over time (Faccio & Lang, 2002; La Porta, Lopez-de-Silanes, & Shleifer, 1999). Specifically, we consider Italian manufacturing firms with more than €50 million in revenue that undertook foreign entries in the period 2003–2013. As a result, we examine 1045 foreign initiatives by 311 large Italian firms (Miller, Le Breton‐Miller, Minichilli, Corbetta, & Pittino, 2014).
We believe that, cross-fertilizing IB literature with the debate on management practices and sociological characteristics of family businesses, our article provides novel ideas to explain previous controversial findings about the relationship between firms’ heterogeneity and the multinational enterprise’s (MNE) establishment mode choice in foreign markets.
The article is organized as follows. In the next section, we illustrate the establishment mode trade-off and discuss the characteristics of FFs that make them differently equipped to face the uncertainty inherent in any foreign initiative. We then develop the conceptual analysis of the moderating role of international experience in the relationship between family involvement and establishment mode choice. The third section presents the dataset and describes the variables and the statistical models. The fourth section reports the econometric findings and some robustness checks, while the closing sections provide the discussion and some concluding thoughts on avenues of future research.
CONCEPTUAL FRAMEWORK AND HYPOTHESES DEVELOPMENT
The Establishment Mode Trade-Off
Under conditions of firms’ liability of foreignness (Zaheer, 1995), the decision-making process regarding international growth is strongly affected by the market and event uncertainty characterizing the target countries, and benefits of internationalization may be difficult and costly to manage (Cumming, Knill, & Syvrud, 2016). Thus the establishment mode choice can be seen as a trade-off between the wish to effectively enter the market and access local complementary assets, which would lead to the acquisition of a local company, and the need to reduce financial and business risks, which would instead recommend more cautious greenfield investments. Indeed, entering a foreign market through a greenfield venture allows a company to replicate the existing organizational structure and reduce the uncertainty related to interactions with a foreign company. Conversely, the acquisition of a local company constitutes the quicker way to access resources that are difficult to acquire via arm’s length transactions, for example, the foreign firm’s knowledge base (Reiche, Harzing, & Pudelko, 2015). However, acquisitions bring their own set of risks, mainly related to adverse selection and moral hazard relevant to the seller-acquirer relationship (Reuer & Ragozzino, 2014).
Several studies have investigated factors explaining how firms resolve the establishment mode trade-off and there is a call for further research on the topic (Hennart & Slangen, 2014). Among these factors, firms’ heterogeneity has been held responsible for ambiguous results (Slangen & Hennart, 2007). Here, we consider the heterogeneity related to the role of family involvement in firm ownership and management.
Family Firms’ Risk Aversion and Antidotes to Uncertainty
Recent advancements in family business studies revolve around the idea that what differentiates FFs from their non-FF peers is the orientation of family owners to pursuing economic and non-economic goals simultaneously. Reconciling predictions of agency and stewardship theories, the SEW approach offers a less normative view of managerial decision-making compared with classical economic models, in which economic and financial goals are balanced with family-centric social goals to preserve the stock of affect-related value that family owners have invested in the firm and to transfer the business to the next generation (Berrone et al., 2012). The deliberate purpose to combine economic and non-economic benefits of control and identification with the firm highlights a peculiar risk-bearing attitude in FFs. Specifically, when facing decisions conferring economic gains to the firm but at the expense of SEW, compared with alternative actions that would preserve SEW, family principals will likely prefer the latter (Strike et al., 2015).
Put differently, because families often freeze a large proportion of their financial and emotional wealth in the firm, they act to preserve the business, thus becoming significantly risk averse and refraining from actions that can jeopardize their investment, undermining the family business’s trans-generational continuity (Faccio, Marchica, & Mura, 2011). Furthermore, this risk aversion translates into families’ resistance to every type of action that will potentially dilute their control of the firm (Caprio et al., 2011).
This attitude has relevant consequences for FFs’ capital structure because families’ behavior negatively affects the recourse to external equity and positively affects the use of internal funds (Koropp, Kellermanns, Grichnik, & Stanley, 2014). Indeed, corporate finance literature has found that FFs follow a growth strategy that is inherently cautious and relies on a proper mix of self-financing and debt financing. Specifically, while FFs use similar levels of debt as non-FFs (Anderson & Reeb, 2003), they have been found to be more prone to relying on internal rather than external funds (Caprio et al., 2011).
These financial decisions have relevant implications for the establishment mode choice in international operations. Being a priori averse to using external equity, when facing the opportunity to acquire a firm, FFs are often caught between two alternatives – debt or cash financing – both of which can have unpleasant side-effects. Indeed, debt-financed acquisitions can excessively increase financial leverage and bankruptcy probability (Furfine & Rosen, 2011), while cash-financed ones imply a high probability of future unwelcome sales of new equity needed to offset the cash takeover (Martynova & Renneboog, 2009). Consequently, FFs prefer greenfield investments that are more flexible and can be modeled gradually (Brouthers & Dikova, 2010), thus being less risky and more easily self-financed.
FFs’ higher propensity to make greenfield investments is reinforced when considering their lower ability to deal with the inherent uncertainty of foreign markets. In fact, FFs are likely not sufficiently endowed with the relevant antidotes – that is, information and experience – because, compared with non-FFs, they lack or only marginally present external financial and institutional investors and professional managers that bring previous and contextual international experience and practices into the firm. This additional information and knowledge can help non-FFs understand the long-term implications of their internationalization strategic choices (Musteen et al., 2009) and appear essential to managing more risky foreign operations, such as complex acquisitions, effectively (Strike et al., 2015).
Altogether, risk aversion, SEW, and lack of information characterize FFs and constrain the set of strategic alternatives that they perceive and evaluate (Arregle, Naldi, Nordqvist, & Hitt, 2012). In this way, family involvement crucially influences the establishment mode trade-off in favor of greenfield investments, which are more consistent with the specific cognitive and emotional architecture of family principals.Footnote 3
Family-Owned vs Family-Managed Firms
It is worth taking into account that family presence is not a dichotomous condition because family may be involved to different extents in firm ownership and management. Accordingly, we distinguish between FMs and FOs (Miller et al., 2014; Singla, Veliyath, & George, 2014).
First, it has been shown that the disclosure of firm activities is significantly lower in FMs than in FOs. Family managers leverage the higher degree of opacity to extract private benefits at the expense of minority shareholders (Anderson, Duru, & Reeb, 2009). It is reasonable to assume that FMs’ opacity raises buy-side constraints over equity issuance – in addition to the sell-side reluctance to dilute control outlined above. Therefore, external equity is likely more expensive for FMs because minority investors discount the risk of being expropriated by family managers due to the high opacity of these firms, making the use of self-financing comparatively cheaper. As already posited, self-financing is more suitable to funding greenfield investments because of its steadiness and incrementalism.
Moreover, the endowment of relevant information and expertise on foreign markets can differ significantly between the two categories of FFs. In FOs, external professional managers are more likely equipped with international experience that compensates for the inexperience of family principals (Menon & Pfeffer, 2003). Thus hiring external managers helps overcome the risks associated with internationalization (Gomez-Mejia et al., 2010) and addresses a high degree of information asymmetry, thus promoting more acquisitions. In contrast, the overlap between family owners and managers that characterizes FMs will increase the non-economic concerns of decision makers. In particular, nepotistic appointments of family managers selected from a small pool of family heirs will decrease the likelihood that they possess competencies comparable with those of professionalized non-family managers. This entrenchment effect (Bertrand & Schoar, 2006) exacerbates FMs’ perception of risk in regard to establishment mode decisions.
Other features of FMs strengthen their orientation toward greenfields. First, core competencies in FMs are strictly embedded within the family boundaries, transmitted to the firm through the family’s power and culture, and inclined to stick to path-dependent experience and traditions (Arregle et al., 2012). Because capitalizing on these idiosyncratic family-specific assets via acquisitions would require costly and risky integration with a local organization, FMs find it more suitable to enter a foreign country via a greenfield investment, which allows establishing the procedures and routines developed at home at a low marginal cost (Hennart & Park, 1993). Second, when managers are selected among family members, the identity, rather than the mere alignment of interests between owners and managers, is ensured (Miller et al., 2014). Indeed, family managers will mutually reinforce the family owners’ wish to avoid riskier operations and eliminate traditional agency costs, as well as empire-building attitudes often characterizing external professional managers. Hence an increasing degree of family involvement in leadership positions will further increase FMs’ reluctance to make SEW-threatening investments.
Building upon the preceding arguments on non-FFs, FOs and FMs, we expect that the likelihood of expansion abroad through greenfield initiatives (rather than through the acquisition of pre-existing assets) increases with the degree of family involvement in the firm. Accordingly, our first hypothesis is as follows:
Hypothesis 1:
-
The likelihood of entering a foreign market through a greenfield initiative (vs an acquisition) is higher for FFs than for non-FFs. Specifically, this is truer for FMs than for FOs, other things being equal.
The Moderating Role of International Experience
Previous studies have shown that international experience reinforces a company’s antidotes to uncertainty in foreign markets (e.g., Dow & Larimo, 2011). Specifically, a company’s previous experience in a foreign market may reduce its liability of foreignness because the company learns how to deal with that country (Maitland & Sammartino, 2015), that is, to interface with local formal and informal institutions, the workforce, and the like, thus mitigating risk aversion and the related propensity to prefer greenfield investments (vs acquisition). In our context, we argue that experience gained in the host country affects the establishment mode choices of non-FFs, FOs, and FMs differently.
While non-FFs are already well endowed with information stemming from the presence of experienced external actors in the firm, FFs will benefit comparatively more from the gathering of specific information on the foreign market. Thus reduction of the relevant uncertainty will decrease FFs’ propensity toward greenfield investments (more than that observed in non-FFs). However, when distinguishing between FOs and FMs, we assert that the accumulation of specific international experience is likely to benefit the former even more. Indeed, thanks to their professionalization and previous complementary personal experience, FO managers are able to effectively absorb and transmit to family principals the information they lack and thus expand the firm’s set of strategic alternatives.Footnote 4
In contrast, FMs might be less able to integrate host country experience into their future decisions due to less talented family managers. Hence the marginal effect of additional information on FMs’ establishment choice is likely weaker than in the case of FOs.
Based on these arguments, we expect that the moderating role of specific international experience on the establishment mode choice is greater for FFs than for non-FFs. However, FOs are more likely influenced than FMs, mainly because of the presence of external managers. Accordingly, we formulate the following hypothesis:
Hypothesis 2:
-
Host country experience negatively moderates the relationship between family involvement and the likelihood of entering through a greenfield initiative (vs an acquisition). Specifically, this is truer for FOs than FMs, other things being equal.
METHODOLOGY
Data set and Summary Statistics
To build the data set, we use two secondary sources: the Reprint database, developed at Politecnico di Milano, which provides a census on foreign entries undertaken by Italian firms worldwide (Mariotti, Mutinelli, & Sansoucy, 2015), and the Observatory AUB of Italian Family Businesses (Miller et al., 2014), developed at Bocconi University, which lists governance and accounting data on Italian FFs.
We focus on Italian firms operating at home in manufacturing industriesFootnote 5 with more than €50 million in revenue (according to the European Union classification of large firms). The adoption of this threshold excludes smaller firms whose internationalization strategies might be a priori constrained by the lack of financial and human resources, thus distorting our analysis of the establishment mode choice.
Firms are classified into three categories: non-FF, FO, and FM. In accordance with Miller, Minichilli, and Corbetta (2013), we distinguish between non-FFs and FFs, the latter being those firms that are controlled by one or two families with a 50% (if unlisted) or 25% (if listed) stake, or by an entity to which the above conditions apply.Footnote 6 Furthermore, FFs may or may not be managed by the owning family. It is common in FF literature to assume that a firm is family managed if the leader of the firm is a member of the owning family (Banalieva & Eddleston, 2011; Miller et al., 2013). We define the leader as the CEO, the executive chairman of the board or the managing director without a formal board of directors. If a family member holds one of these positions, we consider the firm a FM. Otherwise, we define the firm as a FO.
Regarding foreign entries, we consider all the operations abroad, excluding retail (i.e., stores and showrooms) because investments in retail activities are usually highly fragmented and complete information about them is difficult to collect. Specifically, we include all the equity-based operations, ranging from fully-owned subsidiaries to joint ventures and minority partnerships. In this way, we adopt a two-way classification of the entries by distinguishing greenfield investment from acquisition and controlling (majority) from non-controlling (minority) ownership, the latter being defined as the possession of a stake equal to or less than 50% in the foreign company.
By using the above criteria and after crossing the information between the two data sets to eliminate those records for which complete information on either the parent company or foreign entry is not available, we obtain a final dataset of 1045 entries undertaken by 311 Italian firms in 63 foreign countries during the period 2003–2013.
Table 1 presents some statistics of the sample. Specifically, the lion’s share (corresponding to 68%) of the total number of firms is constituted by FMs, which are responsible for 62% of the recorded foreign entries, FOs are 22% of the sample and account for 26% of the foreign initiatives, and the remaining is due to non-FFs.Footnote 7 On average, firms in the sample have 768 employees and, notably, both FOs and FMs are larger than non-FFs, thus confirming the relevance of FFs in the Italian economy.
As to the distribution between greenfields and acquisitions, it emerges that FMs prefer to establish ventures from scratch in 420 cases of 649 foreign entries (64.72%). This value is slightly lower for FOs (64.34%), while it significantly differs for non-FFs (31.45%), thus providing some preliminary evidence in favor of the first hypothesis. Regardless of the establishment mode chosen, it emerges that firms largely opt for majority investments rather than minority ones. When the investor decides to undertake a greenfield investment, it chooses to hold the majority of the equity stake in 562 cases over 634 (88.64%). There is no significant difference between FOs and FMs in this choice (89.14 vs 89.76%), while non-FFs have a lower preference for maintaining control over the subsidiary (which occurs in 74.36% of the greenfield investments). Firms’ preference for control also holds for acquisitions. Indeed, firms in our sample on average opt for controlling acquisitions in 364 over 411 cases (88.56%). FOs show a higher preference for majority acquisitions (95.88%), while FMs report 87.77%, and non-FFs 82.35%. However, no significant difference emerges between the preferences for majority or minority investments conditional on the establishment mode chosen for every category.
Table 1 also shows that, on average, non-FFs undertake more foreign entries than their family counterparts (both FOs and FMs). Indeed, while the former undertake on average 4.28 foreign entries, the latter account for 3.94 and 3.05, respectively. Again, the main explanation resides with acquisitions because non-FFs show almost double the number of acquisitions per firm that FFs do. However, it is worth noting that the magnitude of this difference is contingent on the foreign context. Indeed, from the Observatory AUB of Italian Family Businesses, it emerges that non-FFs’ average acquisitions per firm on the domestic market are only 1.15 times the average of FFs.
This descriptive evidence already provides some insights on the role of family control in firms’ international growth. In particular, the exacerbation of the difference between the acquisition propensity of FFs and non-FFs in the international context is consistent with our interpretation grounded in the fundamental relationship between liability of foreignness, information costs and risk-aversion on the part of FFs. Furthermore, the declining number of foreign operations observed from non-FFs to FOs and FMs helps support our argument of a constrained choice set.
Likewise, to provide some preliminary evidence for our second hypothesis, we report the share of foreign entries in a given country that are preceded by at least one other investment in the same country in the previous years (starting from 2000) by the same firm. Table 1 shows that non-FFs have already entered the target foreign country in 45.16% of the cases. The share is definitely weaker for FOs and FMs, which account for 22.79 and 24.65%, respectively. When we condition this probability to the establishment mode, we see that non-FFs have comparable experience in the host country both when they opt for greenfield and when they select acquisition (43.59 vs 45.88%). The result changes dramatically for FOs. Indeed, when FOs opt for acquisitions, they possess more host country experience (43.30%) than when they establish a venture from scratch (11.43%). This finding suggests that as FOs acquire experience in the host country, they are likely to prefer acquisitions and behave similarly to non-FFs. The impact of international experience on the establishment mode is also evident in FMs, although it is weaker than among FOs. Indeed, when FMs opt for greenfields, they are less likely to possess host country experience (17.86%), while this share is higher (37.12%) when they decide to acquire a foreign subsidiary.
Finally, we investigate whether there is any particular trend in the establishment mode conditional on the country entered. In Table 2, we present the foreign entry distribution by country and the percentage of greenfield initiatives. It emerges that the share of greenfield investments is higher in developing and newly industrialized countries (e.g., China, India, and Russia), while acquisitions are more frequent in highly developed ones (e.g., the United States, the United Kingdom, and Germany). An explanation is that acquisitions are affordable in countries where there are plenty of established firms and a developed market for corporate control. We consider this aspect in the following regression analyses.Footnote 8
Dependent Variable
To model companies’ establishment mode choice, we consider a dummy variable (Establishment mode choice) that equals 1 when the focal entry is a greenfield initiative and 0 when it is an acquisition.
Explanatory Variables
To account for the involvement of the family in the parent company, we build three dummy variables. Specifically, Non-family firm is a dummy variable taking the value of 1 if the parent firm is a non-FF and 0 otherwise. It constitutes the base level of our analyses. Likewise, Family owned and Family managed take the value of 1 if the parent firm is a FO or a FM, respectively, and 0 otherwise.
The company’s host country experience is measured by a count variable (Host country experience) that reflects the number of initiatives that a MNE has already undertaken in a given country at the time of the entry, starting from 2000. Doing so allows us to compute MNEs’ host country experience also for the entries in the first years of the period considered (e.g., the year 2003).
Control Variables
To control for other factors that have traditionally been shown to influence MNEs’ establishment mode choice, we add deal-, firm- and country-specific variables. When variables are time varying, they refer to the year preceding the foreign entry to ensure causality. A detailed description of the variables’ operationalization and source is reported in Appendix A.
Deal-level controls
The same firm can undertake greenfield or acquisition for different entries in the same or other host countries, depending on the motivation for the investment and the resulting need to access complementary assets (e.g., investments can refer to a new distribution location, a core manufacturing activity, a diversification of the firm’s product portfolio, a backward/forward vertical expansion, and so on). Accordingly, we create four mutually exclusive dummy variables: Expansion in services, Horizontal expansion, Vertical expansion, and Diversification.
The probability of undertaking a greenfield investment decreases when the need for complementary assets in the host country increases. Complementary assets – such as tacit knowledge, specialized resources, and country-specific assets – may not be accessed via arm’s length transactions. We expect that a firm’s propensity to acquire rather than build is less pronounced in the case of expansion in services, the bulk of which are sales, distribution, and marketing. With the exception of some downstream activities, such as customization and adaptation processes to address the specific needs of local customers, these services do not significantly require local complementary assets. Indeed, the acquisition propensity increases when a firm must expand its production along horizontal or vertical linkages or must operate in new industries because it cannot exclusively rely on internal competencies and resources.
Firm-level controls
Parent size. Parent size may have mixed effects on the establishment mode choice. On the one hand, larger firms may possess more idiosyncratic tangible and intangible resources, and greenfield investments facilitate these resources’ exploitation abroad. On the other hand, larger firms are likely to possess more financial resources, allowing them to make heavy investments, such as acquisitions. Parent age. Older firms are more likely experienced in their business. We control for this generic experience, distinguishing it from specific international experience. Parent diversification. Firms domestically active in several industries may have developed skills and capabilities in sharing and integrating diversified complementary assets. Therefore they may also be more inclined to acquire assets in foreign countries (Brouthers & Brouthers, 2000; Dow & Larimo, 2011). Labor intensity. Labor-intensive firms may prefer greenfield entries to acquisitions because post-acquisition integration costs can be very high due to over-employment problems (Siegel & Simons, 2010). Listed. Because we select a different threshold to detect family control in listed and unlisted firms (25 vs 50%), we control for potential differences between them. Leverage. Firms with a high level of debt may be hindered in collecting the resources needed to expand abroad. Although this is true for every investment, acquisitions usually require a huge amount of money in a limited time span. For this reason, we expect that firms with a heavy financial structure will find it more viable to enter through a gradual greenfield investment. Cash flow on assets. As a corollary to the previous rationale, firms that generate more operating cash flow must rely less on debt and find it easier to acquire foreign firms.
Country-level controls
Psychic distance. The greater is the psychic distance between home and host countries, the higher is the perceived uncertainty, thus pushing the parent company to opt for greenfield investments because they allow choosing from the outset the workforce, business routines, and other components (Hennart & Park, 1993). Geographic distance. The physical distance between home and host countries contributes to increase the firms’ perceived uncertainty as well as the agency and transaction costs relevant to acquisitions (Malhotra & Gaur, 2013). GDP growth. In fast-growing markets, there is more room to absorb additional supply of goods (Brouthers & Brouthers, 2000). By definition, greenfield investments add extra capacity in the host market, while acquisitions do not. GDP per capita. Acquisitions may not be an option to enter developing countries, where a strong and diversified industrial structure does not yet exist. We control for this aspect by inserting the GDP per capita as a proxy for the host country development. Market capitalization. Acquisitions are more likely where a market for corporate control exists and is liquid. We then calculate the market capitalization over the GDP as a proxy for the market for corporate control development. Time to start a new business is a proxy for the difficulty of establishing a new firm in the host country. Other things being equal, the more time is required to start a new business, the higher are the costs associated with a greenfield investment. Economic freedom. Countries with low levels of economic freedom raise barriers to acquisitions (e.g., Padmanabhan & Cho, 1999).
Model
Given the dichotomous nature of the dependent variable, we employ probit models to study the effect of the selected regressors on the likelihood of choosing a greenfield rather than an acquisition. We use a two-way fixed-effects model for the regression analyses. The first set of fixed effects refers to two-digit NACE code industry dummies in the sample (from 10 to 33), while the second accounts for each year of the foreign entry in the sample (from 2003 to 2013). Because many firms are responsible for several foreign entries in the period under investigation, it seems reasonable to assume that there exists a correlation among choices undertaken by the same parent company. Thus we adopt firm-level clustered standard errors.
Furthermore, our sample confirms that in the Italian context family ownership and management are highly stable over time. Indeed, in the period 2003–2013, only 14 firms (4.50% of the sample) switched from being FFs (both owned and managed) to non-FFs and they are responsible for 71 foreign entries (6.79% of the total). Similarly, only nine FFs (2.89%) changed their leader, and they are responsible for 28 foreign entries (2.68%). Among the latter, seven FFs switch from a family leader to a non-family one. It is worth observing that, given the lack of significant changes in ownership and management structures, the Italian context is not appropriate to test whether the family involvement is endogenous.
RESULTS
Table 3 shows the descriptive statistics of the dataset. In addition to the mean and standard deviation of the variables, we also report the pairwise correlations. Examining the correlations, none seems to suggest multicollinearity issues. To remove any doubt, we compute the variance inflation factor (VIF). To reject the hypotheses that variables’ correlations give rise to multicollinearity, each of the VIFs should be lower than 10, while the mean VIF should be lower than 6 (Hair, Black, Babin, & Anderson, 2010). In the sample, neither threshold is violated, with the highest single VIF being 5.74 (psychic distance) and mean VIF is equal to 2.19.
Table 4 presents the results of the regression analyses.Footnote 9 Model (1) includes only the control variables.Footnote 10 We first focus on the deal-level controls. We adopt Expansion in services as the base level. As expected, the three motivations considered – horizontal and vertical expansion and diversification – are negatively correlated with the propensity toward greenfield investments because these motivations imply proportionally more access to country-specific complementary assets than in the case of expansion in services. Acquisitions of local firms can be a more efficient way to access these assets. Examining the coefficients, not surprisingly, Diversification shows the highest difference from the base level, being associated with exploration strategies searching for new market and technology opportunities in sectors in which the firm is not active domestically (coefficient=−1.18; p-value<0.05). Vertical expansion has the lowest difference (coefficient=−0.62; p-value<0.05), while Horizontal expansion fits in the middle (coefficient=−0.84; p-value<0.001).
Moving to the firm-level controls, Parent size positively influences the probability of choosing a greenfield investment, while the coefficients of variables approximating financial constraints do not come out significantly different from zero.Footnote 11 Finally, listed firms are keener to acquire. Possible explanations may reside in the fact that these firms are more used to operating in the equity markets and perhaps can benefit from knowledge externalities, being part of well-informed financial networks.
Concerning country-level controls, more developed countries favor the acquisition of local firms, as predicted. Analogously, although the related variable (Market capitalization) is not significant, countries with advanced markets for corporate control favor acquisitions. It is worth noting that Psychic distance does not turn out to be significant, in line with previous studies (e.g., Brouthers & Brouthers, 2000; Padmanabhan & Cho, 1999) and some criticism about the constructs of this variable (Shenkar, 2001).Footnote 12
In Model (2), we test Hypothesis 1. The model shows that both FMs and FOs are significantly more likely to make greenfield investments than non-FFs (that is the base level). The average marginal effects – reported in Model (2) of Table 5 – suggest that FMs and FOs are 27 and 28% more likely to establish a greenfield than non-FFs, respectively (p-values<0.001). However, there is no difference in greenfield propensity between FOs’ and FMs’ coefficients (p-value=0.94), showing that family involvement in management, and the consequent idiosyncrasy of family-specific assets, has a minor impact, not sufficient to justify a further increase in the propensity to choose greenfield investments, with results indeed very high for both FOs and FMs compared with non-FFs.Footnote 13 Therefore Hypothesis 1 is partially supported.
Model (3) in Table 4 includes host country experience. Consistent with previous results (e.g., Dow & Larimo, 2011), the coefficient is negative and significant and the average marginal effects show that, when Host country experience increases by one, the likelihood of choosing a greenfield decreases by 2.44% (p-value<0.05), as is apparent in Model (3) in Table 5.
To test Hypothesis 2, Model (4) in Table 4 analyzes the interaction effects between family involvement and the parent’s host country experience. Because the interpretation of the estimated results for the interaction terms is not as straightforward as for linear models (Ai & Norton, 2003), we rely upon graphical analysis as a supplementary method to coefficient testing (Hoetker, 2007). Additionally, because the findings could be invalidated if the groups have different unobserved heterogeneity, we also perform the Allison test (Allison, 1999) to avoid any potential interpretation error. The null hypothesis of the same unobserved variance is not rejected with a p-value of 0.90. Thus we can compare the interacted terms.
From Model (4) in Table 4, it emerges that host country experience negatively moderates FOs’ propensity to enter a foreign country through greenfield (coef. −0.24; p-value<0.05); conversely, it does not show any significant effect on FMs. To clarify the point, Figure 1 depicts the average marginal effects of choosing a greenfield investment (y-axis) by FOs and FMs – relative to non-FFs – at various levels of host country experience (x-axis). We compute the marginal probability – relative to non-FFs – to establish a greenfield initiative between the minimum (0 previous entries) and the maximum (22 previous entries) values of Host country experience. Accordingly, FMs’ propensity to make greenfield initiatives is 24.25% higher than that of non-FFs when both have no international experience. This greater preference holds stable along the entire range of host country experience, and it reaches 22.85% when both types of firms have 22 previous foreign entries in the same country. As predicted, the effect is stronger for FOs because they are 21.15% more likely than non-FFs to establish a greenfield investment when both have no previous experience (a percentage comparable to that of FMs). However, as the experience in the host country increases, it has an exacerbating effect on the propensity toward acquisitions, as long as they undertake 21.78% less greenfield initiatives than non-FFs when experience is at its maximum in our sample. To summarize, although a reduction in the noted propensity can be observed in all the firm categories when the host country experience increases, a large gap exists between FOs and the other two categories, with the former definitely more sensitive to a variation in international experience. These differences are significant at any conventionally accepted statistical threshold, thus supporting Hypothesis 2.
Robustness Check on the Role of the Ownership Choice
To corroborate the results, we must rule out that the establishment mode choice is actually intertwined with the ownership choice in the foreign subsidiary and that the latter is inherently different for non-FFs, FOs, and FMs. In fact, relying on an international partner can be an effective way to share the risk of entry and obtain country-specific information and knowledge (Mariotti, Piscitello, & Elia, 2014). Thus although joint ventures and other minority partnerships are viable both in acquisitions and in greenfield operations,Footnote 14 their influence on the establishment mode choice deserves to be investigated because the literature proposes opposing views: Hennart and Park (1993) argue that there is no relationship between the ownership and the establishment mode choices; other scholars (e.g., Kogut & Singh, 1988) suggest that such a relationship exists and should be properly taken into account.
Thus we model the control and the establishment mode choice as a joint decision and create four combinations: Acquisition & Minority, Acquisition & Majority, Greenfield & Minority, and Greenfield & Majority, where minority (majority) means that the equity stake is lower than or equal to (higher than) 50%. The dependent variable then takes four values, according to the mentioned classes, while the explanatory variables remain those illustrated in the previous section. The four classes cannot be ordered; however, they are mutually exclusive and exhaustive with regard to the aim of this work. Therefore, we run multinomial logit with firm-level clustered standard errors. Econometric findings are reported in Table 6.
With no loss of generality, we choose Greenfield & Majority as the baseline model, meaning that estimated coefficients must be interpreted as deviations from the base level. In the first four columns of Table 6, we present the analyses that incorporate the standard controls, FO and FM (i.e., Hypothesis 1). Examining the Greenfield & Minority column, we see that there is no significant impact of FO and FM. In other words, the impact of FO and FM does not change when the stake owned in a greenfield investment is a majority rather than a minority one. Similarly, both categories of acquisitions (i.e., Acquisition & Majority and Acquisition & Minority) are negatively influenced by family owned and family managed, thus showing that, regardless of the ownership choice, both FOs and FMs undertake fewer acquisitions (vs greenfield) than non-FFs.
The last three columns of Table 6 also present the host country experience and its interaction with FO and FM (i.e., Hypothesis 2). The base level is again Greenfield & Majority. When we compare the base level with Greenfield & Minority, we see that there is no difference in the main effects or in the interacted terms. Again, we can claim that FOs and FMs – also including their host country experience – do not behave differently according to the ownership choice in greenfield investments. Analogously, the interaction between FO and Host country experience is significant for both categories of acquisitions, while the interaction between FM and the latter is not. We then find support for the main finding in Hypothesis 2 and rule out that the ownership choice in a foreign subsidiary varies among non-FFs, FOs, and FMs.Footnote 15
DISCUSSION
Econometric findings support the arguments developed in this study. After controlling for deal-, firm- and country-specific variables that IB literature has shown to drive MNEs’ establishment mode choice, we find that the latter is significantly influenced by the degree of family involvement in the firm. Consistent with our first hypothesis, FFs entering a foreign country are more prone to establish a new venture rather than acquire an existing company, compared with their non-family counterparts. However, contrary to our expectations, FMs do not behave differently from FOs in their likelihood of preferring greenfield investments. This result suggests that commonalities between FOs and FMs are significantly stronger than dissimilarities because SEW-driven risk aversion characterizes both typologies of FFs, and it plays a key role in orienting the choice of establishment mode in foreign markets.
Our results also confirm that, consistent with the traditional IB literature, the accumulation of information stemming from previous presence in the same country negatively moderates the need and propensity toward greenfield entries for all the typologies of firms. However, the marginal effects of host country experience increase in FFs, namely being stronger in FOs. We relate this effect to the different information endowment that characterizes non-FFs vs FFs. Non-FFs have a richer and more diversified shareholder and managerial base that a priori makes them well informed, so that additional international experience in the host country adds only marginally to their knowledge. In contrast, FFs lack solid international experience, and their perceived risk in acquiring abroad is higher, thus strengthening SEW worries about economic benefits of external growth decisions. Their risk aversion is mitigated only once they obtain specific international experience. However, FOs benefit more from this experience because their management is more equipped to absorb and leverage it. In FMs, in contrast, the absorption of specific international experience is inhibited or restrained by the lesser endowment of managerial capabilities, often exacerbated by the entrenchment effect.
Our results contribute to the academic debate about establishment mode studies (Hennart & Slangen, 2014) but also have implications for practice. Specifically, we suggest that FFs can suffer from specific features of family business that reduce and/or constrain their decision-making options. To better capitalize on their competitive advantages in foreign contexts, FFs must carefully balance the risk of SEW dilution and owner-manager misalignment with greater involvement in the firm of external investors and managers that give the firm access to new knowledge and experience and mitigate the entrenchment effect. Indeed, FFs may achieve several advantages from opening up their governance to non-family experienced actors, such as smoothing internal orientation biases, improving the ability to manage complex operations under uncertain conditions, and developing a willingness to pursue less conservative strategies that are more based on the combination of both exploitation and exploration activities (Patel & Chrisman, 2014).
LIMITATIONS AND FUTURE RESEARCH
As usual, the article is not immune from limitations that, still, provide opportunities for future research. First, although we are aware that linking managerial choices or decision models to measurable performance outcomes is critical (Brouthers, 2013), we do not address whether the selected establishment mode is the right or the wrong choice in terms of performance. Unfortunately, the lack of information about performance metrics relevant to foreign investment currently hinders such empirical extensions. However, in spite of several works on the establishment mode choice, we still know little about the consequences of this choice, and such an extension ranks high on our research agenda.
Second, allowing for the ex ante heterogeneity of MNEs in terms of their parents’ performances could provide additional hints. For example, Nocke and Yeaple (2007) show theoretically that cross-border acquisitions (compared with greenfield) involve either the most or the least efficient investing firms.
Third, the results on the relevance of host country experience encourage further investigation of its different components, especially the learning vs self-selection mechanisms associated with the repetition of successful/unsuccessful strategic choices, and related to either a specific host country or similar countries. However, and again, more detailed firm-level information would be needed, and the unavailability of more detailed firm-level information currently hinders the noted avenues for development of the work.
We also acknowledge that family involvement is a broad and complex construct that is worth deep consideration. Thus we call for more research on other facets of FF’s heterogeneity, such as managerial structure and board of directors composition. Finally, although the Italian market is a particularly interesting context to study and compare FFs and non-FFs, the empirical setting can be fruitfully enlarged, for example, by adding more countries to test the role of country specificities and generalize the results. Indeed, although we built the sample carefully, the number of non-FFs' investments in some countries is limited due to the relatively minimal presence of these firms in the Italian context. We ran several tests to ensure that this paucity did not affect the empirical findings; however, it would be interesting to investigate whether the results hold in countries with a lower share of FFs. Furthermore, another limitation of the study concerns possible omitted variables that may influence both family involvement and the establishment mode choice, and the related difficulty in detecting the causality direction. Although the structural characteristics of our data do not allow to empirically assess whether family ownership is exogenous to the establishment mode choice, future research efforts should be devoted to disentangling endogeneity in FFs’ internationalization strategies.
Notes
FFs dominate not only in emerging economies, such as Asia (where they constitute approximately 95% of all firms), but also constitute 70% of all publicly traded firms in the United States and almost half of the largest Fortune 1000 firms.
For instance, let us consider the case of a technological change that makes the firm’s family-specific assets outdated and no more effective to sustain the firm’s competitive advantage in the international market. On the one hand, this circumstance affects the family ownership since it may push the owning family to exit the firm, because their idiosyncratic competitive advantage is no longer exploitable. On the other hand, the firm has to access the resources needed to remain competitive through the acquisition of a foreign firm that incorporates the new technology.
Even if a FF explores the opportunity to acquire a foreign firm, it will likely lose the competition on the international market for corporate control. Let us compare the competitive positions of two bidders, the focal FF and a non-FF. The more relevant information a firm has, the more correctly it assesses the risk of the acquisition. The non-FF is endowed with more information and is able to access and process further relevant information at lower cost. Furthermore, because family principals concentrate their wealth in the single FF, they do not generally benefit from wealth changes tied to other diversified assets and therefore err on the right-hand side of the risk distribution (i.e., they do not rely on the mean risk but rather something higher). Under conditions of lower information, wealth concentration and risk aversion, the FF faces a higher discount rate in obtaining the deal price; then, the non-FF will incrementally outbid the FF, and the transaction will result in an acquisition for the non-FF. If this continues (or the market for existing opportunities dies), then the FF will be forced to simply make a decision whether to establish a project from scratch, and the set of strategic alternatives will be consequently constrained. We are particularly grateful to an anonymous reviewer for suggesting such an interpretation, which strengthens our hypothesis.
To better clarify the point, let us return to the example of competition on the international market for corporate control (see note 3). Thanks to their more talented managers, when information arrives, FOs update their assessment of the riskiness of acquiring the target firm in the host country. Acquisition target prices are now more in line with those of non-FFs, and bidding is more competitive because of the better understanding and tolerance of risk. As a result, more acquisitions occur. In other words, in comparison with non-FFs, FOs experiment a stronger (negative) marginal effect on their propensity to choose greenfield investments.
Firms operating in industries with 2-digit NACE codes from 10 to 33, according to the European Union classification of manufacturing firms.
The choice of such high thresholds is justified because the Italian market for corporate control is characterized by large blockholdings (Miller et al., 2014).
It is worth highlighting that the high share of FFs in our data set is not the result of a sampling bias but rather is a characteristic of the Italian economy, where FFs largely exceed their non-family counterparts.
As one reviewer notes, it seems that there, non-FFs avoid investing in certain countries. We investigate this issue by interacting FOs and FMs with each of the country-level controls, and no particular bias seems to emerge with reference to the object of this study. The results are available from the authors upon request.
We also specify the models without year fixed effects. The findings are comparable to those with such effects. Both the coefficients and marginal effects are reported in Appendix B.
The number of controls employed is high to rule out potential omitted variable endogeneity. However, we run additional models with varying numbers of controls to check the robustness of the results, and the main effects always hold. Sensitivity analyses with fewer controls are available from the authors upon request.
It may be worth noting that, to analyze whether financial constraints have different effects for FOs and FMs, we interact the relevant dummy variables with leverage and cash flow on assets; however, the interaction terms never come out significant. The results are available upon request.
To correspond to the debate in the IB literature, we also employ the index proposed by Kogut and Singh (1988) and based on Hofstede’s five dimensions of cultural distance. However, because the findings are similar in every model, we do not report the latter. Again, the results are available upon request.
A complementary explanation relies upon the specific structure of control in Italian FFs, which exhibits high concentration, with families often acting as powerful blockholders (Miller et al., 2013). Under this condition, families can more closely monitor non-family managers through formal and moral suasion, thus easily aligning the firms’ choices with their preferences.
In our sample, the share of minority operations of the total is the same for greenfields and acquisitions (11.36 vs 11.44% – Table 1).
The Hausman – McFadden test on the irrelevance of independent alternatives (IIA) rejects the null hypothesis that omitting any category affects the ratio of the probabilities of choosing any pairs of alternatives, with a p-value lower than 0.01. Furthermore, no category can collapse to others because the Wald test is always significant with p-values lower than 0.01.
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Acknowledgements
We would like to thank the Editor, David Reeb, and two anonymous reviewers for their insightful comments and suggestions during the review process. We also thank the participants in the 40th EIBA conference in Uppsala where an earlier version of the article was presented. Finally, we thank Mario Amore for his valuable comments on an earlier draft of the manuscript.
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Accepted by David Reeb, Area Editor, 17 March 2016. This article has been with the authors for four revisions.
Appendices
APPENDIX A
Controls Description
Deal-level controls
We collected and cross-checked information from different sources: Zephyr – Bureau van Dijk database (4-digit industry codes of parent companies and relevant subsidiaries), annual reports, and other companies’ releases. Accordingly, we built the following four mutually exclusive categories (and the related dummies):
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Expansion in services, that is, investments in forward and backward service activities, such as sales & marketing, maintenance & servicing, technical support, logistics & transportation, and other services related to the core activity of the firm;
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Horizontal expansion, that is, investments in the same manufacturing activities of the parent firm;
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Vertical expansion, that is, investments in activities that are vertically (backward or forward) related to the parent firm’s manufacturing activities; this category refers both to production in manufacturing, extraction, energy and construction and to functions strictly related to production, that is, design, development & testing, and research & development;
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Diversification, that is, investments in activities that are new to the parent firm.
Firm-level controls
Parent size
We measure the parent’s size with the logarithm of the parent’s number of employees. Parent age is measured by the difference between the year of the foreign entry and the parent’s foundation year. Parent diversification is operationalized by counting the number of 4-digit industry codes in which the parent is active. Labor intensity is the ratio between the aggregate expenses for employees and the revenues of the firm; we log-transform it because of the log-normality of the distribution. Listed is a dummy variable taking the value 1 when the parent firm is listed and 0 otherwise. The variable Leverage is the ratio between the parent firm’s debt and common equity. Cash flow on assets is the operating cash flow divided by the total assets to rescale it. All the firm-level data come from the AIDA – Bureau van Dijk database.
Country-level controls
To measure the Psychic distance between Italy and the host countries, we adopt the Dow and Karunaratna’s (2006) indicator, which encompasses five dimensions (languages, religions, levels of industrial development, levels of education, and political systems):
where:
I ijk is the distance between country i (i.e., Italy) and country j (with j=1, …, 63 host countries) for the k-th dimension; and Var(k) is the variance of the k-th dimension and aims to normalize for scale and heterogeneity across dimensions.
We collect Geographic distance between Italy and the foreign countries’ capital cities from the CEPII database. Because of right-skewness of the distribution, the variable is log-transformed. GDP growth, GDP per capita and Market capitalization data come from the World Bank databases. Time to start a new business is the number of calendar days needed to complete all the required procedures to establish a firm. This number is then divided by 100 to rescale it. Data come from the World Bank’s Doing Business database. Economic freedom is an index, developed by the Heritage Foundation and the Wall Street Journal, ranging from 0 to 100 (it has been divided by 100 in the analyses to rescale it). Higher values indicate economically freer countries
APPENDIX B
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Boellis, A., Mariotti, S., Minichilli, A. et al. Family involvement and firms’ establishment mode choice in foreign markets. J Int Bus Stud 47, 929–950 (2016). https://doi.org/10.1057/jibs.2016.23
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DOI: https://doi.org/10.1057/jibs.2016.23