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Purpose

This study aims to understand the performance implications of when a business internationalizes. Many managers take the performance implications of internationalization for granted. Whether seeking a broader customer base or cost reduction through cross-border outsourcing, the overwhelming belief is that internationalization leads to higher profits.

Design/methodology/approach

This paper offers a systematic review, content analysis and cross-tabulation analysis of 115 empirical studies from over 40 major journals in management, strategy and international business between 1977 and 2021. Focusing on research settings, sample characteristics, underlying theoretical approaches, measurements of key variables and moderators influencing the multinationality and performance relationship, this study offers a detailed account of definitions and effects.

Findings

The findings of this study suggest a tenuous connection between internationalization and performance. No strain of research literature conclusively identifies a consistent direct path from internationalization to performance. The context specificity of the relationship makes general declarations impossible.

Research limitations/implications

Future researchers should recognize that internationalization is a process taking different forms, with no specific dominant form. General declarations are misleading. The focus should be on the process of internationalization rather than on the outcome.

Originality/value

This study contributes to the international business literature by exploring reasons for the inconsistent results and lack of consensus. Through a detailed account of definitions and effects, this paper explores the lack of consensus as well as the identified shapes of the relationship.

A substantial body of research in international business, strategy and general management is devoted to understanding firm internationalization. In this paper, understanding the performance implications of internationalization is of particular interest. Over the past half century, research on the relationship between firm multinationality and performance has been growing steadily, and given the increase in internationalization activities, it is seen as a seminal issue in strategic management (Hitt et al., 2006; Kirca et al., 2011). The term “multinationality” is frequently used to describe the spread of a firm’s international activities and refers to the extent of value-adding activities conducted outside its home country (cf. Hitt et al., 2006; Lu and Beamish, 2004). In concrete terms, it is the extent of investment and/or control of assets and activities outside of the home market (Cantwell and Sanna-Randaccio, 1993; Teece, 1981). Multinationality measurements can be broadly divided into either scale or scope metrics (Rugman and Oh, 2011). There were only a few studies published prior to 1996 on the relationship between multinationality and performance, after which publication frequency increased dramatically.

Several theoretical perspectives, such as resource-based theory, internalization theory and organizational learning theory, offer explanations for the increased engagement in international activity. Two main arguments are that internationalization offers: increased strategic flexibility; and scale economies (Gaur et al., 2011).

In addition, international expansion is argued to enable firms to acquire cheaper resources, reduce capital costs and diversify operations geographically (Benito, 2015; Dunning, 1993; Sapienza et al., 2006). This, in turn, reduces risk and increases leverage. Together, these benefits are argued to have a positive effect on firm performance because they lower total costs and increase productivity (Yang and Driffield, 2012). The internationalization process also involves additional costs to a firm. International expansion generates a more complex and culturally diverse organization that is difficult to manage (Lu and Beamish, 2004). Early stages of the internationalization process are risky and carry high learning costs. Together, these costs have a negative effect on firm performance.

The contradictory outcomes of firm internationalization have triggered the interest for explaining the multinationality and performance (M–P) relationship, yet despite the large body of empirical research, results are inconclusive. Authors have found strong support for a positive linear relationship (Grant, 1987; Kim et al., 1989; Kotabe et al., 2002), a negative linear relationship (Michel and Shaked, 1986; Powell, 2014; Singla and George, 2013), a U-shaped relationship (Capar and Kotabe, 2003; Contractor et al., 2007; Lu and Beamish, 2001), an inverted U-shaped (Geringer et al., 1989; Hitt et al., 1997; Tallman and Li, 1996), an S-shaped relationship (Contractor et al., 2003; Lu and Beamish, 2004; Ruigrok et al., 2007), an M-shaped relationship (Almodóvar, 2012; Almodóvar and Rugman, 2014; Lee, 2010) and a W-shaped relationship (Almodóvar, 2012)[1]. Meanwhile, some studies argue that there is no systematic relationship at all (Hennart, 2007; Rugman et al., 2016). These inconclusive results suggest that we are far from reaching consensus on understanding the M–P relationship, and that additional empirical studies on the subject might not be the way forward, but rather to try to find the answers in the vast number of existing studies.

Tallman and Pedersen (2012, p. 313) highlight that the topic of multinationality and performance is, “[O]ne of the mainstays of studies of multinational enterprises and their strategies yet they remain disappointed by the fact that the ‘empirical results [in previous studies] have largely been disappointing, perplexing, and inconclusive’”. Contractor et al. (2007) speak of previous findings as contradictory and Hennart (2007) calls them disappointing. The diversity in the results is claimed to be attributed to underlying theories (Wiersema and Bowen, 2011), measures (Rugman and Oh, 2010, p. 484; Verbeke and Forootan, 2012), sampling issues, availability of data or how the M–P relationship is moderated. We suggest that one important step forward in finding possible explanations for the incongruent results is within the vast number of existing studies and not by conducting yet another empirical study as there is reasons to suspect that it will only be another study with inconclusive results. In this paper, we analyze almost half a century of M–P literature, searching for patterns in the empirical studies to possibly bring clarity into why the results diverge. Through a detailed account of definitions and effects, the paper explores reasons for inconsistent results and lack of consensus within and across research streams as well as in relation to the identified shapes of the relationship. Consequently, we question the dominant academic discourse in international business focused on finding support for a relationship between internationalization and performance outcomes. It may well be futile to continue on the same path, testing new measures and moderators in pursuit of an explanation.

The paper offers a systematic review and content analysis of the international business, strategy and general management literatures, analyzing 115 empirical studies from 42 major journals between 1977 and 2021, with focus on:

  • research settings;

  • measurements of key variables;

  • underlying theoretical approaches; and

  • moderators influencing the M–P relationship.

By providing a systematic overview of M–P studies in the fields of international business, strategy and general management, this literature review also differs from existing review articles (Annavarjula and Beldona, 2000; Li, 2007; Nguyen, 2017; Nguyen and Kim, 2020; Sullivan, 1994) in multiple ways. First, one major contribution is to summarize and present moderators used to study the relationship between multinationality and performance. This has implications for questioning the direction of the causal link between multinationality and performance. Second, it illustrates and critically discusses the influence that different research settings, measurements, theoretical assumptions and moderators have on the M–P relationship. Third, it encompasses the most relevant empirical studies published over the past 44 years (i.e. since the start of the Uppsala School of Internationalization), investigating key constructs, measures, samples, major findings and analytical methods, making it the most recent and most comprehensive review so far.

The starting point for the systematic literature review and content analysis was a Boolean search in the Web of Science and Business Source Premier databases for peer-reviewed articles, using the self-constructed search string [(multinational* OR international*) AND performance]. The search was limited to the publication period between 1977 and 2021, and to journals in the fields of international business, general management and strategy that were rated 2, 3 or 4 in the Chartered Association of Business Schools Academic Journal Guide 2015. This was followed by an issue by issue search in the same fields in all 61 journals to ensure that no articles were overlooked.  Appendix 1 presents an overview of the selected journals, as well as an indication of initial hits and articles included in this literature review.

Multinationality, internationality and performance are popular terms, especially within the international business literature and are often referred to or used for argumentation without defining or measuring the concepts. As the focus of this literature review is the relationship between the two concepts multinationality and performance, it is important that they were key concepts in the articles. As authors tend to mention their key concepts in the title, and to avoid an overly large and irrelevant sample of academic papers, the search was limited to the title of the article. This resulted in 491 articles. As some authors refer to multinationality or internationality as regional or geographic diversification, an additional Boolean search in both databases and an issue-by-issue search in the selected journals was done with the self-constructed search string [((region* OR geographic*) diversification) AND performance] and the same limitations. This resulted in 152 additional articles. Moreover, to capture the variety in vocabulary used to describe multinational firms, a third Boolean search in both databases and an issue-by-issue search in the selected journals was done with the self-constructed search string [(transnational* OR “born global*”) AND performance], applying the same limitations as above. This resulted in 11 additional articles. As the search strings could overlap, all articles were downloaded into a citation management system and checked for duplicates. Duplicates were deleted, resulting in a sample of 654 unique scholarly articles.

The articles were confronted with a set of predefined exclusion criteria. Following Sinkovics and Reuber (2021), a search protocol with a detailed account of the exclusion criteria can be found in  Appendix 2. First, both multinationality and performance had to be key variables in the study, excluding those studies where, for example, one of the concepts was used as a control variable. Second, studies included in the literature review had to measure corporate performance, meaning that those studies measuring either:

  • different kinds of performance (such as corporate social performance or environmental performance); or

  • the unit of analysis was not on a firm level (e.g. subsidiary performance) were excluded from the study.

Third, studies had to undergo a qualitative assessment by the researcher about their relevance for the literature review. For example, a study by Jean et al. (2015) fulfilled the previous criteria, but focused its analysis on the customer–supplier relationship. Consequently, a number of studies could not be included in the final sample because:

  • either multinationality or performance were used as a moderator or control variable (−16 articles);

  • different kinds of performance were measured (−110 articles);

  • performance was not measured on a corporate level (−36 articles);

  • different kinds of diversification (e.g. product diversification or board diversification) were measured (−92 articles); and

  • multinationality and/or performance were not a key variable (−261 articles).

As our focus was on the empirical findings, we limited our sample to only empirical papers. As a consequence, from the remaining 139 articles that fulfilled the requirements outlined above, conceptual papers[2] (−7 articles) and literature reviews[3] (−10 articles) were excluded. We also excluded meta-analyses[4] (−7 articles) for two reasons. First, the results of meta-analyses are based on largely the same empirical papers as are used for this literature review. Second, meta-analyses are highly criticized for investigating weakly defined and operationalized constructs that could lead to misleading results (Klein and Delery, 2012). Therefore, the final sample consists of 115 empirical studies. Table 1 provides an overview of the search results and exclusion criteria, and their effect on the final sample.  Appendix 3 summarizes the 115 empirical articles in the final sample, highlighting their theoretical perspective, dependent and independent variables, moderators and the form of their relationship.

Table 1.

Overview of search results, exclusion criteria and their effect on the final sample

StageTask description+/−Total
1Systematic Boolean search in journals in the fields of General Management, International Business and Strategy that are rated 2, 3 or 4 in the Chartered Association of Business Schools Academic Journal Guide 2015 ranking, using the self-constructed search string [(multinational* OR international*) AND performance] in TITLE from 1977-01-01 to 2021-12-31+491491
2Systematic Boolean search in journals in the fields of General Management, International Business and Strategy that are rated 2, 3 or 4 in the Chartered Association of Business Schools Academic Journal Guide 2015 ranking, using the self-constructed search string [((region* OR geographic*) diversification) AND performance] in TITLE from 1977-01-01 to 2021-12-31+152643
3Systematic Boolean search in journals in the fields of General Management, International Business and Strategy that are rated 2, 3 or 4 in the Chartered Association of Business Schools Academic Journal Guide 2015 ranking, using the self-constructed search string [(transnational* OR “born global*”) AND performance] in TITLE from 1977-01-01 to 2021-12-31+11654
4Exclusion due to:  
 M or P is moderator or control variable−16 
 Different kinds of performance−110 
 P is measured not on a firm level−36 
 Different kinds of diversification−92 
 M and P are not key variables−261 
  −515139
5Exclusion due to  
 Conceptual paper−7 
 Literature review−10 
 Meta-analysis−7 
  −24115

Each article underwent a content analysis where information about different parameters was collected and coded categorically. In a first step, each article was given equal attention and coded descriptively and attributively (Saldaña, 2015, pp. 59–64). In a next step, the initial descriptive and attributive codes were categorized into clusters based on similar attributes. In a final step, the clusters were aggregated to a topical, descriptive level, and organized into main categories and subcategories. Table 2 shows the three levels of the categorization scheme. The categories included information about the underlying theoretical arguments and information about the sample and research context, for example, the region where the research was conducted, firm size and industry. Fundamental to understanding the relationship is to also understand how it has been measured. Thus, the categorical codes include different types of performance (e.g. accounting-based, market-based or operational performance) and their measures (e.g. return on assets, return on sales, return on equity, Tobin’s Q), different types of multinationality (e.g. structural or financial measures, or index-based) and their measures (e.g. foreign sale to total sales, foreign assets to total assets, ratio of foreign to total employees, number of countries the firm has operations/subsidiaries in) and finally the shape of the identified relationship between multinationality and performance. The codes for the moderators (e.g. firm characteristics, home-country context or strategy) and their measures (e.g. firm size, firm age, family ownership, entry mode or cultural diversity) were derived descriptively and attributively in order to cover the full range of moderators applied to the M–P relationship literature.

Table 2.

Categorization scheme for content analysis

Level 1Level 2Level 3
Country/RegionUSA (1/0)USA (1/0)
EU (1/0)e.g. UK, Germany, Switzerland, Spain, France, Italy
ASIA (1/0)e.g. Japan, India, Singapore, Taiwan, China
Other(1/0)Other (1/0)
Multiple vs single country focus (1/0)Multiple = 1
Single = 0
 
Size of firmSME (1/0) 
Large firms/MNE (1/0) 
SMEs and large firms (1/0)SME = 1 AND large firm = 1
Not stated (1/0) 
IndustryManufacturing (1/0) 
Service (1/0) 
Manufacturing and service (1/0)Manufacturing = 1 AND service =1
Not stated (1/0) 
Performance measurementsFinancial (1/0)e.g. ROA, ROI, earnings per share, Tobin’s Q
Operational (1/0)e.g. product-market outcomes, internal process outcomes
Overall effectiveness (1/0)e.g. reputation, survival, perceived overall performance, achievement of goals
Multinationality measurementsStructural (1/0)e.g. number of regions, number of countries with subsidiaries
Financial (1/0)e.g. FSTS, FETE, FOTO
Index (1/0)e.g. continuous index
TheoryEconomic theories (1/0)e.g. transaction cost theory, FDI, agency theory
 Behavioral theories (1/0)e.g. organizational learning, internalization theory
 Resource-based view (1/0) 
 Phenomenon-driven (1/0) 
 3-stage theory (1/0) 
 Unclear (1/0) 
 Other (1/0) 
   
ModeratorsFirm characteristics (1/0)e.g. firm size, firm age, leverage, family ownership
Home-country context (1/0)e.g. home country legal institutions, normative institutional distance
Strategy (1/0)e.g. advertising intensity, entry mode, R&D intensity, product diversification, cultural diversity

Table 3 provides an overview of the identified shapes of the M–P relationship by the year of the published articles. It shows that, although there were some studies published earlier, it was during the late 1990s that the M–P relationship as a research topic became more and more popular. This can be explained with the general raise of globalization that triggered research projects associated with the performance outcomes of global activities. During the past 12 years, the research field grew even more, peaking with 11 publications in 2012. The identified shapes of the relationship however are scattered across the whole spectrum, leading to no clear pattern that could be associated with the year of publishing and the identified shape. In most recent years, a positive linear shape, along with an inverted U-shape and S-shape are the most dominant found relationships. Part of the explanation for this finding is due to the evolution of statistical analysis that has allowed for more complex investigation of nonlinear relationships, which indicates that a continuous development in statistical methods also in the future might contribute to our findings rather than the factual relationship between multinationality and performance.

Table 3.

Shape of the M–P relationship by year of published articles

POS LIN
N = 38
NEG LIN
N = 12
U
N = 15
INV
U
N = 29
S
N = 19
M
N = 3
NONE
N = 10
No. of published articles
N = 115
1977–198711     3
 1983       1
 1986 1     1
 19871      1
1988–19982  31 410
 19891  1  13
 1995      11
 19961  1  13
 1997   1   1
 1998    1 12
1999–2009133897 136
 1999   1   1
 200011     2
 20011 1    2
 20021      1
 2003  311  4
 2004 1  2  3
 20052      2
 20062 12   4
 20072 222  5
 20083  12 17
 20091112   5
2010–2021228717113566
 2010   32  5
 201121 1   4
 201231 231111
 201331  11 6
 201411 3 1 5
 201511 11  3
 201611322 17
 20175 111 28
 201831 11  6
 20192 21   4
 2020 1    12
 20211 12   5

Notes:

Some papers have either found multiple different shapes or have not made a clear statement about the identified shape of the relationship. Therefore, the amount of papers published per period does not match the total amount of identified shapes per period. POS LIN = The paper has found a positive linear relationship between M and P; NEG LIN = The paper has found a negative linear relationship between M and P; U = The paper has found a U-shaped relationship between M and P; INV U = The paper has found an inverted U-shaped relationship between M and P; S = The paper has found a S-shaped relationship between M and P; M = The paper has found a M-shaped relationship between M and P; NONE = The paper has found no relationship between M and P

The content analysis presented in Table 4 shows a summary of the frequency of the coded categories, such as type of theory, cross-tabulated with the shapes of the relationships between multinationality and performance. To test for whether there is an association between the identified relationships between multinationality and performance (including no relationship), and the theory used, the region, firm size, industry, measurement type for performance and multinationality, and type of moderator, we did a cross-tabulation analysis. Using the data from Table 4, we applied the chi-square test for independence to all possible 2 × 2 cross-tabulation tables. This tests for a statistically significant association between categories, for example, the type of theory and the form of the relationship between multinationality and performance. No chi-square test indicated a statistically significant pattern between categories.

Table 4.

Categorization of results for cross tabulation

POS LINNEG LINUINV
U
SMNONE
Country/region
 USA (44)1243148 5
 EU (41)133513724
 Asia (49)1965135 5
 Other (21)10115312
Multiple vs single country focus
 Multiple countries (32)112 114 6
 Single country (81)271014171533
Size of firm
 SMEs (10)212512 
 Large firms (62)1967186 8
 SMEs and large firms (6)311 3  
 Not stated (37)14456912
Industry
 Manufacturing (44)125214834
 Service (14)42234 1
 Manufacturing and service (36)1237105 3
 Not stated (20)92422 2
Time frame
 1–6 years (59)194618717
 7–35 years (55)1889111223
Performance measurements
 Financial (110)3511152919310
 Operational (11)52113  
 Overall effectiveness (4)22     
Multinationality measurements
 Structural (43)1466115 5
 Financial (74)2669201235
 Index-based (26)92456 3
Theory
 Economic theories (41)1554127 1
 Behavioral theories (40)10748623
 Resource-based view (24)8 36312
 Phenomenon-driven (32)9349515
 3-stage theory (14)23425  
With or without moderators
 With moderators (54)225715813
 Without moderators (61)1678141127
Moderators
 Firm characteristics (22)84352 2
 Home country context (12)7  4111
 Strategy (29)1024107  

Notes:

Some papers have either found multiple different shapes or have not made a clear statement about the identified shape of the relationship. Therefore, the amount of papers published per period does not match the total amount of identified shapes per period. POS LIN = The paper has found a positive linear relationship between M and P; NEG LIN = The paper has found a negative linear relationship between M and P; U = The paper has found a U-shaped relationship between M and P; INV U = The paper has found an inverted U-shaped relationship between M and P; S = The paper has found a S-shaped relationship between M and P; M = The paper has found a M-shaped relationship between M and P; NONE = The paper has found no relationship between M and P

Findings reveal a great variety of empirical studies investigating the M–P relationship. This can be observed in:

  • different research settings;

  • measurements of key variables;

  • underlying theoretical approaches and identified shapes of the M–P relationship; and

  • moderators influencing the M–P relationship.

All of these approaches contribute to diverse and inconsistent findings, thereby confounding the search for a unified theory for the relationship between multinationality and performance. Below, the diverse approaches are presented in more detail. They are contrasted with the outcomes presented in the papers to identify possible patterns in previous findings.

Variety within the research setting is beneficial to the overall validity of findings. While the majority of studies still choose to focus on a single country as their research setting (81 studies), using comparative studies in the form of investigating and comparing multiple countries has been on the rise. With a dramatic increase from three studies between 1988 and 1998 to 11 studies in 1999–2009, and even 17 studies between 2010 and 2021.

Yang and Driffield reported in 2012 that 42% of studies use a US sample, indicating an overrepresentation of US firms. Our results show 38.3% of empirical studies focus on US firms, 35.6% on European firms and 42.6% on Asian firms, indicating that since 2012 the research settings have become more balanced. Table 5 shows that the amount of positive linear relationships and inverted-U shaped relationships is also quite evenly distributed between Asian, European and US firms.

Table 5.

Country/region by shape of the M–P relationship

POS LINNEG LINUINV USMNONENo. of
published
articles
USA1243148 544
 1977–1987 1     2
 1988–19981  31 38
 1999–200961273 116
 2010–202152144 118
Europe13351372441
 1977–19871      2
 1988–19981  1  24
 1999–200941231 111
 2010–2021723962124
Asia1965135 549
 1977–1987        
 1988–1998      33
 1999–200952342  15
 2010–2021144293 231
Other countries1011531221
 1977–1987        
 1988–1998        
 1999–200941121  7
 2010–20216  321214
Emerging market countries1343113 438
 1977–1987        
 1988–1998      11
 1999–200941231  10
 2010–202193181 324
Multiple countries; comparative studies11201140632
 1977–1987       1
 1988–1998   1  23
 1999–200951 51 111
 2010–202161 53 317

Notes:

Some papers have either found multiple different shapes or have not made a clear statement about the identified shape of the relationship. Therefore, the amount of papers published per period does not match the total amount of identified shapes per period. POS LIN = The paper has found a positive linear relationship between M and P; NEG LIN = The paper has found a negative linear relationship between M and P; U = The paper has found a U-shaped relationship between M and P; INV U = The paper has found an inverted U-shaped relationship between M and P; S = The paper has found a S-shaped relationship between M and P; M = The paper has found a M-shaped relationship between M and P; NONE = The paper has found no relationship between M and P

In total, 38 studies out of 115 explicitly state that they investigate emerging markets. Between 1988 and 1998, there was only one study with an emerging market setting. During the following decade there were 10 studies, and the decade after that there were 24. The most dominant identified shapes of the M–P relationship were positive linear (9 studies) and inverted-U shaped (8 studies). This indicates that, as with many other field of research, emerging markets have become more and more relevant to the research setting and are likely to continue to grow in importance in the future. Overall, positive linear and inverted-u shaped relationships are the dominant forms throughout the different research settings. Nevertheless, no consistent linear or nonlinear pattern is observed for the M–P relationship when investigating different countries. Furthermore, there is no difference in papers focusing on single or multiple countries (see Table 4).

Concerning characteristics of the samples used in the empirical studies, 7% of the studies solely investigate small- and medium-sized firms, while 45% focus on large firms. As many large firms might be publicly listed, financial information is easier to obtain from their annual reports than for small- and medium-sized firms. This might explain an overrepresentation of large firms in previous empirical studies. Interestingly, 27% of the studies were not clear in reporting the size of the firm. Comparing firm size with the identified relationship shapes, no clear pattern can be observed. Interestingly, the category for large firms is the largest group in the sample and finds all the different relationships except for an M-shape. Again, positive linear and inverted-U shaped relationships are the most commonly identified M–P relationships for empirical studies investigating large firms. However, it may simply mean that none of the studies tested for the M-shape. Those studies that have not stated any firm size explicitly found an S-shaped relationship as the second most prominent relationship identified (after positive linear).

Concerning industry, there is a bias toward manufacturing firms. Forty-four studies solely consider manufacturing, whereas only 14 solely look at the service industry. Thirty-six are blended studies and 20 do not reveal the industry the study was investigating. Comparing the different shapes to the industries, no clear pattern is observed (see Table 6). All industries are represented in every category, except for the M-shaped relationship. Between 2010 and 2021, there were three published articles finding an M-shaped M–P relationship for manufacturing firms.

Table 6.

Industry by shape of the M–P relationship

POS LINNEG LINUINV
U
SMNONENo. of published articles
Manufacturing12521483444
 1977–198711     2
 1988–1998   2  35
 1999–200962134  14
 2010–2021521943123
Service42234 114
 1977–1987        
 1988–1998        
 1999–20091 111 15
 2010–202132123  9
Manufacturing and service1237105 336
 1977–1987        
 1988–1998    1 12
 1999–20095 441  11
 2010–202173363 223
Not stated92422 220
 1977–1987       1
 1988–19982  1   3
 1999–200911211  6
 2010–2021612 1 210

Notes:

Some papers have either found multiple different shapes or have not made a clear statement about the identified shape of the relationship. Therefore, the amount of papers published per period does not match the total amount of identified shapes per period. POS LIN = The paper has found a positive linear relationship between M and P; NEG LIN = The paper has found a negative linear relationship between M and P; U = The paper has found a U-shaped relationship between M and P; INV U = The paper has found an inverted U-shaped relationship between M and P; S = The paper has found a S-shaped relationship between M and P; M = The paper has found a M-shaped relationship between M and P; NONE = The paper has found no relationship between M and P

When comparing the time-span of the samples in each of the empirical studies, no pattern emerges. As can be seen in Table 6, papers divided into long-term perspective (from 7 years up to 35 years) and short-term perspective (from 1 year up to 6 years) are quite homogenously distributed. Though, there is a slight trend for long-term perspective studies to more frequently find an S-shaped relationship. This could be explained with that to identify an S-shaped M–P relationship, longitudinal data is required, to fully plot an S-shaped relationship.

Within the internationalization process literature, multiple theories have been applied to explain both the benefits and drawbacks of an increased degree of multinationality and its effect on performance. Although many studies apply different theories in an attempt to explain the assumed causal relationship between multinationality and performance, there are no conclusive results connected to the use of the underlying theory. However, certain trends can be observed. For example, it is not surprising that no study using the resource-based view found a negative linear relationship between M and P. Although the sample is quite small, the logics behind the resource-based view, advocating for benefits of internationalization stemming from the exploitation of firm strategic advantages, indicates a positive relationship. Finding a negative linear relationship would contradict the theory.

Economic theories, such as transaction-cost theory, mainly found a positive linear and an inverted-U shaped M–P relationship. Interestingly, only 1 out of 41 studies using an economic theory found no relationship at all. Table 7 provides a detailed account of the theories and the identified shapes of the M–P relationship over the years.

Table 7.

Theories by shape of the M–P relationship

POS LINNEG LINUINV
U
SMNONENo. of published articles
Economic theories1554127 141
 1977–1987 1     1
 1988–19981  31  5
 1999–200951343  13
 2010–202193153 122
Behavioral theories1074862340
 1977–1987       1
 1988–1998   11  2
 1999–200952312 113
 2010–2021551632224
Resource-based view8 3631224
 1977–1987        
 1988–1998   2   2
 1999–20094 221 110
 2010–20214 1221112
Phenomenon-driven934951532
 1977–19871      1
 1988–19981  1  46
 1999–200961263  14
 2010–2021122221111
3-stage theory234250 14
 1977–1987        
 1988–1998        
 1999–20091 312  7
 2010–202113113  7

Notes:

Some papers have either found multiple different shapes or have not made a clear statement about the identified shape of the relationship. Therefore, the amount of papers published per period does not match the total amount of identified shapes per period. POS LIN = The paper has found a positive linear relationship between M and P; NEG LIN = The paper has found a negative linear relationship between M and P; U = The paper has found a U-shaped relationship between M and P; INV U = The paper has found an inverted U-shaped relationship between M and P; S = The paper has found a S-shaped relationship between M and P; M = The paper has found a M-shaped relationship between M and P; NONE = The paper has found no relationship between M and P

Findings related to the broad variety of measures used for both key variables are presented in Table 8. To capture the depth of the key variable Multinationality, it was split into structural, financial and index-based measurements. Financial measurements are the most dominant (64%), followed by structural (37%) and index-based measures (23%). The ratio between foreign sales to total sales is the key financial measure for multinationality, employed in 84% of the studies. The number of foreign subsidiaries is measured in 58% of the studies and is the leading measure for structural multinationality. For index-based measures, an entropy measure is most popular.

Table 8.

Overview of the performance and multinationality measurements used in the studies

MultinationalityPerformance
StructuralFinancialIndex-basedFinancialOperationalOverall effectiveness
Number of studies437426 110114
        
Commonly used measures in %Number of foreign subsidiaries 58%FSTS
84%
Entropy measure 38% ROA
57%
Survey questions 18%Survey questions
100%

For the key variable Performance, we followed Hult et al. (2008), and split the performance measure into financial performance, operational performance and overall performance. By far (110 studies), financial performance is the dominant measure. The most popular measurement for financial performance is return on assets (57%). Comparing the different types of measures, no patterns are identified concerning the M–P relationship. Note that many studies use multiple measures, so the totals exceed the 115 papers included in Table 8.

M–P research strongly suggests a dynamic relationship that requires going beyond simple linear explanations (Lu and Beamish, 2004). Given their fundamental importance to understanding the M–P relationship, we documented all moderating variables. We report a detailed record in  Appendix 4. In total, 54 out of the 115 empirical studies (i.e. 47%) have introduced at least one moderator, and 90 unique moderators are identified. It is important to note that, although researchers sometimes use the same moderators, the measurements are different. Given the sensitivity to context and measurement, it is no surprise that the findings are inconsistent. No patterns connected to the identified shapes of the M–P relationship are identified. Furthermore, there is no difference between papers that include moderators and papers that do not include moderators. Again, positive linear and inverted U-shaped M–P relationships are marginally more common than the other shapes, although all shapes are represented. However, it is evident that adding moderators to the model became more popular during the past 12 years than it was before.

In the examination of the moderators, it is possible to identify and group them into three clusters based on shared features, which are shown in  Appendix 4. The first cluster includes moderators that are commonly listed as firm characteristics (Kogan and Tian, 2012; Subrahmanyam and Titman, 2001; Zou and Stan, 1998). For example, the size of the firm (Fisch, 2012; Kirca et al., 2012; Singla and George, 2013), the age of the firm (Singla and George, 2013) or business group affiliations (Gaur and Kumar, 2009; Kim et al., 2004; Singla and George, 2013). The second cluster is associated with factors usually described as the institutional or the home-country context (Devinney et al., 2010; Ghemawat, 2001; Scott, 2008). For example, home-country legal institutions (Li and Yue, 2008; Marano et al., 2016), home-country political stability (Chao and Kumar, 2010; Tan and Chintakananda, 2016) and home-country governance (Chao and Kumar, 2010; Li and Yue, 2008). In the last cluster, the moderators are linked to strategic decisions a firm makes in diverse areas, and includes, for example, advertising intensity (Kirca et al., 2016; Lu and Beamish, 2004), R&D intensity (Bae et al., 2008; Berry and Kaul, 2016; Kirca et al., 2016; Kotabe et al., 2002; Lu and Beamish, 2004; Pattnaik and Elango, 2009) and entry mode decisions (Jain and Prakash, 2016). The three clusters have been compared for patterns, but again, no clear pattern emerges (see Table 9).

Table 9.

Moderators by shape of the M–P relationship

POS LINNEG LINUINV
U
SMNONENo. of published articles
With moderators22571581354
 1977–1987        
 1988–1998   1  12
 1999–200972433  15
 2010–202115331151237
Without moderators167814112761
 1977–198711     3
 1988–19982  21 38
 1999–200961464 121
 2010–2021754662329
Firm characteristics84352 222
 1977–1987        
 1988–1998        
 1999–2009 11    2
 2010–202183252 220
Home country context7  411112
 1977–1987        
 1988–1998      11
 1999–20092  1   2
 2010–20215  311 9
Strategy1024107  29
 1977–1987        
 1988–1998   1   1
 1999–200951323  11
 2010–202151174  17

Notes:

Some papers have either found multiple different shapes or have not made a clear statement about the identified shape of the relationship. Therefore, the amount of papers published per period does not match the total amount of identified shapes per period. POS LIN = The paper has found a positive linear relationship between M and P; NEG LIN = The paper has found a negative linear relationship between M and P; U = The paper has found a U-shaped relationship between M and P; INV U = The paper has found an inverted U-shaped relationship between M and P; S = The paper has found a S-shaped relationship between M and P; M = The paper has found a M-shaped relationship between M and P; NONE = The paper has found no relationship between M and P

In sum, there is a broad variety of moderators that have a positive, negative or no effect on the M–P relationship. It is interesting to see that although many researchers use the same moderators, the results are different. Hence, the random use of moderating variables has made it difficult to identify consistent patterns in relation to the identified shape of the M–P relationship.

This literature review and content analysis encompasses the 115 most relevant empirical studies publish over the past 44 years on the relationship between multinationality and performance at the firm level. Categorizing for different research settings, measurements, theories and moderators, we search for patterns that may explain the variety of incongruent findings in the extant literature. We test for patterns through cross-tabulation analysis and chi-square tests. Our findings challenge the prevalent belief in the international business literature that a direct and overall positive relationship exists for multinationality on performance.

First, we investigated different research settings, defined as different countries or regions, and found no clear linear or nonlinear pattern for identified shapes of the M–P relationship, neither from the content analysis nor from the cross-tabulation analysis. This includes single and multiple country settings. We conclude that there are no systematic patterns between the type of research setting and the nature of the M–P relationship.

Second, for sample characteristics we compared firm size and industry to the shape of the M–P relationship. We also considered whether the data represented a short-term (up to and including 6 years) or long-term (7–35 years) perspective. Many studies claim that firm-specific characteristics of small- and medium-sized enterprises (SMEs) impact their internationalization (Cavusgil and Knight, 2015; Chetty and Campbell-Hunt, 2004; Hilmersson and Johanson, 2020; Hilmersson et al., 2022). Size is a boundary condition to firm internationalization as size often implies limited resources, including assets, finances and infrastructure (Knight and Kim, 2009). However, size also impacts firm governance, organization and decision-making (Verbeke and Ciravegna, 2018). Given this, it is somewhat surprising that we could not identify any patterns in the content analysis or the cross-tabulation analysis. The limited number of articles in the size category may very well have contributed to not finding significant patterns in our data. Another explanation may be the diversity of definitions and measures of SMEs (Zahoor et al., 2020), what Child et al. (2022) describe as inconsistencies in conceptualizing SMEs. We conclude that sample characteristics do not systematically influence the shape of the relationship between multinationality and performance. One common problem concerning samples, and thus results, lies in the ambiguity of definitions and measures of sample characteristics. That is, ambiguity in the sample creates ambiguity in the results (Sumpter et al., 2019). Klein and Delery (2012, p. 58) explain it as, “(…) the most serious consequence of construct ambiguity is the lack of confidence that can be placed in the conclusions drawn from the extant literature.”

Third, we scrutinized the underlying theories applied to explain the relationship between multinationality and performance. The several shapes of the relationship are explained by the authors utilizing many different and sometimes contradicting theories. Among others, the most popular explanations are derived from transaction cost theory, internalization theory and the resource-based view of the firm. All theories share the common denominator that multinationality affects performance. Interestingly, almost all the theories have results across the spectrum of shapes of the relationship, leading us to conclude that there is no systematic relationship between the applied theory and the shape of the multinationality and performance relationship. This finding is in line with several researchers arguing that there is no systematic relationship between the two concepts (cf. Hennart, 2007; Rugman et al., 2016). The results of the cross-tabulation analysis support this conclusion. However, one interesting observation is the lack of consideration of the individual manager playing a vital role in the decision-making process concerning internationalization. Bridging the existing macro-level theories with micro-level foundations would allow for a more detailed understanding of how multinationality and performance interact (cf. Cowen et al., 2022).

Fourth, we examined the measurements used for multinationality and performance. We found that most of the studies applied financial measures for both concepts. Return on assets is most popular for performance and the ratio between foreign sales to total sales is the most popular for multinationality. The ease of access to this kind of financial data would explain these preferred measures, in spite of the possibility that they may not represent the most accurate depiction of the degree of multinationality or performance. Hult et al. (2008) advocate for incorporating operational performance and overall performance to compliment financial performance, thus depicting a more accurate and holistic view for measuring performance. We could not identify any statistically significant pattern between these types of measures and the shape of the relationship between multinationality and performance. One possible explanation is a lack of clarity when it comes to the definition and measurement of the constructs. There are limited discussions on what constitutes the constructs and how they are actually being measured (Klein and Delery, 2012; Suddaby, 2010). Promising progress has been made by Miller et al. (2016) who split multinationality into international intensity, international distance and international diversity to capture a more holistic picture of the different aspects that constitute multinationality. Giachetti and Spadafora (2017) suggest conformity in multinationality as a new measure that captures the extent to which a firm’s multinationality resembles the multinationality of its peers at a particular point in time. This allows for more comparative analyses of individual firms in relation to their competitors.

Last, we investigated the effect of different moderators or no moderator on the shape of the relationship between multinationality and performance. No patterns emerged. We conclude that there are no systematic effects of moderators on the shape of the multinationality and performance relationship. Although investigating different moderators is crucial for the development of future research (Zahoor et al., 2020), instead of enlarging the spectrum of applied moderators to the M–P relationship, it is imperative that researchers fundamentally question the nature and direction of the relationship between multinationality and performance.

We set out to explore reasons for inconsistent results in research on the M–P relationship. Given the absolute lack of any consistent results, our conclusion is that the relationship is so complex and contextually bound that it is neither possible nor fruitful to strive for a unifying theory. The content analysis shows that despite the variety of results there is consistency in the importance of the variables we have identified. The relationship between multinationality and performance can take many forms; however, it is an oversimplification of the relationship to examine it as simply two variables and a possible moderator.

The inconsistency may also be a function of the dynamics in the relationship. Internationalization is an evolving process, yet the vast majority of the published research relies on cross-sectional research designs. Findings at one time in the relationship will most likely differ from findings at a different time, depending on where the relationship is in terms of the stage of the process. Frankly, the form of the relationship may simply be a function of the analytical choices made by the researchers. If the researchers are only testing linear relationships, then they may just see the linear part of what in actuality is a nonlinear relationship. This could even be a function of the available analytical tools and computing power. Future researchers should recognize that the relationship is a process taking different forms. There is no specific dominant form. The context specificity of the relationship makes general declarations difficult, if not impossible.

Over the past four decades, the M–P paradigm has been a major focus of practitioners and researchers (Elango and Sethi, 2007). Paradigms, to some degree, are immune to contradictory empirical evidence (cf. Håkanson and Kappen, 2017). By their nature, they are accepted as the established norm. Our findings concur with a growing body of evidence (cf. Hennart, 2011; Tallman and Pedersen, 2012; Verbeke and Brugman, 2009) that we are due for a paradigmatic shift (Kuhn and Hacking, 2012), which would allow the international business research field to develop in a fruitful new direction. Specifically, there is a small but growing literature arguing to turn the tables and investigate the performance–multinationality relationship (cf. Grant, 1987; Lu and Beamish, 2001, 2004; Morck and Yeung, 1991; Schmuck et al., 2022). A handful empirical studies have empirically investigated either a dual or a reversed causality (Grant et al., 1988; Hong Luan et al., 2013; Jung and Bansal, 2009). Though promising, the outcomes from these studies require further investigation.

We suggest that future research focus more on the process of internationalization rather than on the outcome. Although the goal of internationalization is to achieve a particular outcome, multiple contextual factors need to be considered in the model. Depending on, for example, financial assets, strategic decisions or time since the founding of the company, firms reside in different stages of their internationalization processes. Taking cross-sectional observations fails to properly represent the process, distorting general conclusions. Moreover, a successful and sustainable internationalization process should be the focus of strategic decision making, rather than potential financial gains or losses. After all, as other literature reviews have shown, and as our findings show, after 44 years the international business research community still cannot agree on the effect of multinationality on firm performance. A theme for future consideration is to capture the time dimension in the internationalization process and the effect of time on performance. That is, the speed and timing of internationalization (Hilmersson et al., 2017; Hult et al., 2020).

We have endeavored to provide an overview and classification of the M–P moderators. Due to the large diversity in the moderators, we suggest researchers use more diligence in selecting and measuring moderators, multinationality and performance. In sum, we do not see a fruitful future for research on the M–P relationship, as long as researchers continue to rely on the dominant paradigm and other underlying assumptions. We advocate a critical reevaluation of the current oversimplifications of the M–P relationship and suggest future research to critically assess the choices of theories, methods, models and statistical analyses.

Table A3.

Moderators and their effect on the M–P relationship

#ModeratorMeasurementEffectFindings significantStudy
Firm characteristics N = 32
1attainment discrepancydifference between firm aspirations and the firm's actual performancepositiveyesLin et al. (2011) 
2bank debtsum of all bank loans divided by the MVFnegativeyesO'Brien et al. (2014) 
3bond debtsum of all bonds and long-term notes divided by the MVFnegativeyesO'Brien et al. (2014) 
4firm agenatural logarithm of the number of years of operation since the firm's inceptionpositiveyesSingla and George (2013) 
5firm sizetotal number of employees, logarithmizedpositiveyesFisch (2012) 
6firm sizenatural logarithm of total salespositivenoSingla and George (2013) 
7firm typedummy variablenegativeyesFisch (2012) 
8high-discretion slackcurrent assets divided by current liabilitiespositiveyesLin et al. (2011) 
9intangible assets in the field of R&Dratio of expenses for R&D to total salesnegativeyesDittfeld (2017) 
10intangible assets in the field of marketingratio of selling, general, and administrative expenses to total salespositiveyesDittfeld (2017) 
11international asset dispersiontotal number of countries in which a firm operates subsidiariesnegativeyesKirca et al. (2016) 
12international expansionfirm's relative increase in the spread of international operations (inverted Gini coefficient measure)positiveyesFisch (2012) 
13leveragetotal debt (bank loans plus bond debt) divided by the total MVFnegativeyesO'Brien et al. (2014) 
14low-discretion slackequity to debt ratiopositiveyesLin et al. (2011) 
15marketing advantagesselling, general, and administrative expenses (SGA) stockpositiveyesLi et al. (2011) 
16marketing capabilitiesdummy variablepositiveyesSun et al. (2019) 
17technological advantagespatent count and R&D stockpositiveyesLi et al. (2011) 
18primary industrydummy variablepositiveyesBorda et al. (2017) 
19industry life cycletotal sales growth in each industry to identify stage in the industry life cyclepositiveyesPangarkar and Yuan (2021) 
 Business group affiliation
20business group affiliationdummy variablenegativeyesGaur and Kumar (2009) 
 business group affiliationdummy variablepositiveyesSingla and George (2013), Batsakis et al. (2018) 
21business group affiliation (keiretsu membership)dummy variablepositiveyesKim et al. (2004) 
22business group diversificationnumber of industries in which the business group affiliates participatepositiveyesBorda et al. (2017) 
 Corporate governance
23CEO agenumber of years from the date of birthnegativeyesHsu et al. (2013) 
24CEO dualitydummy variablenegativeyesHsu et al. (2013) 
25CEO educational levelcategorical variablepositiveyesHsu et al. (2013) 
26CEO international experiencedummy variablepositiveyesHsu et al. (2013) 
27CEO tenurenumber of years for which the firm's CEO has been in that positionnegativenoHsu et al. (2013) 
28entrenchment effectratio of voting rights to cash flow rightsnegativeyesTsao and Chen (2012) 
29family dominance in the TMTdummy variablenegativeyesLu et al. (2015) 
30family firmdummy variablenoneMuñoz-Bullón and Sánchez-Bueno (2012) 
 family firmdummy variablepositiveyesTsao and Lien (2013) 
31family ownershippercentage of common stock owned by family memberspositiveyesTsao and Lien (2013) 
32firm's governance structureDummy variablespositiveyesXiao et al. (2013) 
33foreign ownershipshare of foreign-owned paid-in capital over the total paid-in capital of the firmPositiveYesChen et al. (2015) 
34incentive alignment effectcash flow rights level of the largest ultimate ownerpositiveyesTsao and Chen (2012) 
35ownership structuredummy variablepositiveyesGu et al. (2018) 
36state ownershipshare of state-owned paid-in capital over the total paid-in capital of the firmnoneChen et al. (2015) 
37TMT Experienceaverage number of years for which the TMT members have worked in a particular industrypositiveyesSingh et al. (2010) 
      
Home-country context N = 15
38cluster presencedummy variablenoneUpadhyayula et al. (2017) 
39degree of centralized government controlscale ranging from 1 to 10positiveyesXiao et al. (2013) 
40degree of home-region orientationmagnitude of foreign export sales realized in Asia-PacificpositiveyesLee (2013) 
41difference in growth rate[(Global industry growth rate)] − [(Home country industry growth rate)]negativeyesElango (2012) 
42home country governancemean average score of 6 governance itemspositiveyesElango (2006) 
43home country legal institutionsdummy variablespositiveyesLi and Yue (2008) 
44home country political stabilityIndexpositiveyesTan and Chintakananda (2016) 
45home country political riskIndexpositiveyesCuervo-Cazurra et al. (2018) 
46home country corruptionIndexpositiveyesCuervo-Cazurra et al. (2018) 
47home country regulatory effectivenesscombination of four indicespositiveyesTan and Chintakananda (2016) 
48normative institutional distanceIndexpositiveyesChao and Kumar (2010) 
 normative institutional distanceIndexpositiveyesChao et al. (2012) 
49regulative institutional distanceIndexnegativeyesChao and Kumar (2010) 
 regulative institutional distanceIndexnegativeyesChao et al. (2012))
50industrial diversificationentropy measurenoneWan (1998) 
51quality certificationdummy variablepositiveyesUpadhyayula et al. (2017) 
52trade liberalizationseven related variables, extracted from databasesnegativeyesBanalieva and Sarathy (2011) 
Strategy N = 36
53acquired sharesthe percentage share of total equity of the target company that the acquirer has proposed to acquirenegativeyesBatsakis et al. (2018) 
54advertising intensityfirm's proprietary marketing assetspositiveyesKirca et al. (2016) 
55advertising intensityadvertising expenditure divided by salespositiveyesLu and Beamish (2004) 
56board activenessordinal variable indicating the frequency of board meetings each yearpositiveyesLu et al. (2015) 
57board independencenumber of independent directorspositiveyesLu et al. (2015) 
58cost efficiencyratio of total sales divided by cost of salesnegativeyesPattnaik and Elango (2009) 
59duration of internationalizationnumber of years since the firm conducted its first cross-border salespositiveyesAbdi and Aulakh (2018) 
60entry modedummy variablenoneJain and Prakash (2016) 
61export intensitypercent of parent firm sales that were derived from export revenuesnegativeyesLu and Beamish (2001) 
62firm-specific assetsthe ratio of a studio's budget for blockbuster productions to its total production budget in a yearpositiveyesTashman et al. (2019) 
63internationalization motivesdummy variablepositiveyesJain and Prakash (2016) 
64intrafirm trade1 − [absolute value of (exports − imports)/(exports + imports)positiveyesElango (2012) 
65investmentsquotient between capital expenditures and total salesnegativenoDittfeld (2017) 
66knowledge integration7 items in the survey using a 5-point Likert scalepositiveyesZahra et al. (2000) 
67marketing intensityannual advertising expenditure divided by salespositivenoKotabe et al. (2002) 
 marketing intensitymarketing expenditures divided by salesnegativeyesPattnaik and Elango (2009) 
68marketing resourceslogarithm of (advertisement cost to number of employees)positiveyesChen et al. (2014) 
69R&D intensityparent firm's R&D spending as a percentage of its salesnoneBerry and Kaul (2016) 
70R&D intensityfirms' unique technological assetspositiveyesKirca et al. (2016) 
71R&D intensityR&D expenditure divided by salesnegativenoKotabe et al. (2002) 
 R&D intensityR&D expenditures divided by salespositiveyesLu and Beamish (2004), Bae et al. (2008) 
72real options awarenessdummy variablepositiveyesIoulianou et al. (2021) 
73region-specific marketizationmarketization index for Chinese regions developed by Fan et al. (2011)positiveyesChen et al. (2015) 
74research intensityresearch expenditures divided by salesnonePattnaik and Elango (2009) 
75scale of operationsnatural logarithm of the firm’s annual salespositiveyesAbdi and Aulakh (2018) 
76technological resourcesratio of R&D cost to annual sales revenuepositiveyesChen et al. (2014) 
 Location strategies
77geographic distancemean distance between a firm's HQ and its foreign subsidiariesnegativeyesFisch (2012) 
78geographic distancelocation data, where each firm reports up to three country export destinationsnegativenoThomas (2006) 
79location choicedummy variablepositiveyesGu et al. (2018) 
 Product diversification
80overall effect of product diversification (related and unrelated)not specifiedpositivenoChang and Wang (2007) 
81product diversificationentropy measurepositiveyesHitt et al. (1997), Hsu (2006) 
82product diversificationHerfindahl type indexpositivenoOh and Contractor (2012) 
83product diversificationentropy indexnegativeyesOh et al. (2015) 
84related product diversificationentropy index; weighted average of the firm's degree of diversification within related business segmentspositiveyesChang and Wang (2007) 
85related product diversificationdummy variablepositiveyesChen et al. (2014) 
86unrelated product diversificationentropy index; weighted average of the firm's degree of diversification within unrelated business segmentsnegativeyesChang and Wang (2007) 
87unrelated product diversificationdummy variablenegativeyesChen et al. (2014) 
 Cultural diversity
88cultural diversitycultural distance indexnegativeyesde Jong and van Houten (2014), Fisch (2012) 
89computer-mediated communication5-point Likert scalepositiveyesAndersen and Foss (2005) 
90IT investmentIT investment made in 1997 divided by number of employeespositiveyesChari et al. (2007) 

Notes: The coding of the effect (positive, negative or none) is based on the claims made by the authors in the respective paper, even though they sometimes reported insignificant results

1.

Previous literature reviews have dedicated a lot of attention to the different shapes of the M–P relationship. In particular, Cardinal et al. (2011) and Nguyen and Kim (2020) provide a detailed description and analysis of the different shapes of the M–P relationship found in previous research.

5.

Elango (2006) identified a positive linear relationship for service firms, and an inverted U-shaped relationship for manufacturing firms.

6.

Elango and Sethi (2007) identified a positive linear relationship for firms operating in countries with relatively small economies and which have extensive trade in their economy, and an inverted U-shaped relationship for firms in countries with larger economies which have relatively moderate trade in their economy.

7.

Banalieva and Sarathy (2011) identified a positive linear relationship for non-electronic emerging market multinational firms, and an inverted U-shaped relationship for electronic emerging market multinational firms.

8.

Benito-Osorio et al. (2016) identified a negative linear relationship for small and medium-sized firms, an U-shaped relationship for medium-sized firms and an S-shaped relationship for large firms. Moreover, they found an S-shaped relationship for all firms included in their sample.

9.

Sun et al. (2019) identified an U-shaped relationship for firms with low marketing capabilities and an inverted U-shaped relationship for firms with high marketing capabilities.

10.

Shin et al. (2017) identified an U-shaped relationship for capital-intensive service firms, an inverted U-shaped relationship for knowledge-intensive service firms and an inverted S-shaped relationship for the whole sample of service firms.

11.

The statistical analysis used by Dikova and Veselova (2021) did not allow for making conclusions on the relationship between multinationality and firm performance.

The authors wish to acknowledge the valuable comments and feedback provided by colleagues at the Department of Business Studies at Uppsala University. This research was financially supported by the Jan Wallander and Tom Hedelius Foundation (P2013-0344:1).

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Table A1 

Table A1.

Overview of initial hits and included articles per journal

hitsincluded(%)
General Management, ethics and social responsibility 
Academy of Management Journal (4*)3253.60
Academy of Management Review (4*)400
Administrative Science Quarterly (4*)300
Journal of Management (4*)1421.44
British Journal of Management (4)721.44
Business Ethics Quarterly (4)100
Journal of Management Studies (4)1400
Academy of Management Perspectives (3)300
Business and Society (3)400
European Management Review (3)200
International Journal of Management Reviews (3)310.72
Journal of Business Ethics (3)1300
Journal of Business Research (3)5164.32
Business Horizons (2)100
Canadian Journal of Administrative Sciences (2)400
European Business Review (2)310.72
European Management Journal (2)1021.44
International Studies of Management and Organization (2)310.72
Journal of General Management (2)200
Journal of Intellectual Capital (2)200
Management Decision (2)1521.44
Scandinavian Journal of Management (2)100
Subtotal1922215.83
International business and area studies 
Journal of International Business Studies (4*)79117.92
Journal of World Business (4)44107.20
Asia Pacific Journal of Management (3)932.16
International Business Review (3)901611.51
Journal of Common Market Studies (3)200
Journal of International Management (3)3085.76
Management and Organization Review (3)532.16
Management International Review (3)622417.27
Asian Business and Management (2)110.72
Asia Pacific Business Review (2)200
Critical Perspectives on International Business (2)410.72
Multinational Business Review (2)241510.79
Thunderbird International Business Review (2)1542.88
Subtotal3679669.06
Strategy 
Strategic Management Journal (4*)6296.47
Global Strategy Journal (3)18117.92
Long Range Planning (3)700
Business Strategy and the Environment (2)300
Journal of Economics and Management Strategy (2)100
Strategic Change (2)200
Technology Analysis and Strategic Management (2)200
Subtotal952014.39
Total654139100

Notes: Latest ranking according to the Academic Journal Guide 2015 in brackets behind the journal name. The following journals had no initial hits and are therefore excluded from this table: General management, ethics and social responsibility: California Management Review (3), Harvard Business Review (3), Journal of Management Inquiry (3), MIT Sloan Management Review (3), Business Ethics: A European Review (2), Competition and Change (2), Journal of Revenue and Pricing Management (2); International business and area studies: African Affairs (3), China Quarterly (2), Emerging Markets Review (2), Eurasian Geography and Economics (2), Europe-Asia Studies (2), Journal of Latin American Studies (2), Journal of Modern African Studies (2), Journal of World Trade (2), Third World Quarterly (2), Transnational Corporations (2); Strategy: Strategic Organization (3), Advances in Strategic Management (2)

Search protocol and creation of database, with selection and exclusion criteria:

  1. Full search of articles in the databases Web of Science and Business Source Premier with the following restrictions:

    • Time period 1977-01-01 to 2021-12-31

    • Peer-reviewed journal articles only

    • Journals that are ranked 2 or higher in the Chartered Association of Business Schools Academic Journal Guide 2015 ranking (for a detailed list, please refer to  Appendix A)

    • Keyword search in title field of a record, with the search string [(multinational* OR international*) AND performance]. Initial search results: n = 491 articles

    • Keyword search in title field of a record, with the search string [((region* OR geographic*) diversification) AND performance]. Initial search results (after deleting duplicates): n = 152 articles

    • Keyword search in title field of a record, with the search string [(transnational* OR “born global*”) AND performance]. Initial search results (after deleting duplicates): n = 11

    • Total of initial search results: n = 654 articles

  2. Downloading the bibliographic information (title, year, author, abstract, journal) of the 654 articles into the EndNote reference manager software and exporting into an excel file to create a database

  3. Manual reading and checking of all articles included in the initial database against the following exclusion criteria:

    • Studies using one of the key concepts multinationality or firm performance as a moderator or control variable (16 articles)

    • Studies not measuring corporate performance

    • Studies measuring different kinds of performance (e.g. corporate social performance, or environmental performance) (110 articles)

    • Studies where the unit of analysis is not on a firm level (e.g. subsidiary performance) (36 articles)

    • Studies measuring different kinds of diversification (e.g. product diversification, or board diversification) (92 articles)

    • Studies not using both key concepts multinationality and firm performance as key variables (261 articles).

    • Total of articles that fulfilled the selection criteria: n = 139 articles

  4. Selection of empirical articles, due to the focus of the literature review

    • Exclusion of conceptual papers (7 articles)

    • Exclusion of literature reviews (10 articles)

    • Exclusion of meta-analyses (7 articles)

    • Final sample: n = 115 articles

Table A2 

Table A2.

Empirical studies on the relationship between multinationality and firm performance, their dependent and independent variables and the found relationship

#StudyTheoretical perspectiveDependent variableIndependent variableModerators includedRelation-ship
1Grant (1987) Phenomenon drivenROA, ROE, ROSFSTSnoPositive linear
2Kim et al. (1989) Economic theoryOPM, ROAEntropy measure for DOInoPositive linear
3Riahi-Belkaoui (1996) Phenomenon drivenROAFSTSnoPositive linear
4Ramírez-Alesón and Espitia-Escuer (2001) Resource-based viewTobin’s Q, ROOAFORSUBnoPositive linear
5Kotabe et al. (2002) Resource-based viewROA, OPSALINVFITIyesPositive linear
6Andersen and Foss (2005) UnspecifiedSurvey-based measure for performanceFSTSyesPositive linear
7Tongli et al. (2005) Phenomenon drivenROA, Tobin’s Q, share priceEntropy measure for DOInoPositive linear
8Hsu (2006) Economic and behavioral theoriesROEFSTSyesPositive linear
9Chari et al. (2007) Internalization theoryTobin’s QFSTS, FORSUByesPositive linear
10Li and Yue (2008) Resource-based viewROA, ROSFSTSyesPositive linear
11Pangarkar (2008) Internationalization process and location theoryROA, ROSFSTSnoPositive linear
12Venzin et al. (2008) Phenomenon drivenROA, ROEFSTS, FATA, FETEnoPositive linear
13Väätänen et al. (2009) Foreign direct investment and Uppsala modelSales growth, NPM, labor productivityInternational price exposurenoPositive linear
14Lin et al. (2011) Behavioural theory of the firmROAFSTS, FATA, FORSUByesPositive linear
15Andersen (2012) Eclectic paradigmDownside risk, upside potentialFORSUBnoPositive linear
16Chao et al. (2012) Institutional theoryROAFORSUByesPositive linear
17Tsao and Chen (2012) Agency theoryROA, Tobin’s QFSTS, FATA, FORSUB, composite measure for DOIyesPositive linear
18Hsu et al. (2013) Upper echelons theory and information processing theoryROAFSTS, FATA, composite measure for DOIyesPositive linear
19Tsao and Lien (2013) Agency theoryROA, Tobin’s QFSTS, FATA, FORSUB, composite measure for DOIyesPositive linear
20Yang et al. (2013) Foreign direct investmentROSFORSUBnoPositive linear
21O'Brien et al. (2014) Resource-based view, agency theory and transaction cost theoryTobin’s QEntropy measure for DOIyesPositive linear
22Tan and Chintakananda (2016) Resource-based view and transaction cost theoryROAEntropy measure for DOIyesPositive linear
23Upadhyayula et al. (2017) Phenomenon drivenTotal sales per total employeesFORSUByesPositive linear
24Buckley and Tian (2017a)Internalization theoryROAFSTSnoPositive linear
25Chang and Chung (2017) UnspecifiedROAFSTSnoPositive linear
26Dittfeld (2017) UnspecifiedROA, Tobin’s QFSTS, FATAyesPositive linear
27Giachetti and Spadafora (2017) Rivalry-based theories of imitation and information-based theories of imitationROAFSTS, FORSUBnoPositive linear
28Batsakis et al. (2018) Resource dependence theoryROAFSTSyesPositive linear
29Cuervo-Cazurra et al. (2018) Organizational learning theoryEBITOADummy variableyesPositive linear
30Fuad and Akbar (2018) Resource-based viewROEFSTSnoPositive linear
31Cos et al. (2019) UnspecifiedFSTSEntropy measurenoPositive linear
32Tashman et al. (2019) Resource-based viewROSFSTSyesPositive linear
33Ioulianou et al. (2021) Real options theoryA set of asymmetric performance measuresFORSUByesPositive linear
34Elango (2006)[5]Phenomenon drivenGPMFSTSyesPositive linear,
inverted U
35Elango and Sethi (2007)[6]Phenomenon drivenGPM, OPMFSTSnoPositive linear,
inverted U
36Banalieva and Sarathy (2011)[7]Transaction cost theory, new trade theory and three-stage theoryROAFSTSyesPositive linear,
inverted U
37Zahra et al. (2000) Foreign direct investment and organizational learningROE
ROE
FSTS
FORSUB
yesPositive linear,
Negative linear
38Lu et al. (2015) Contingency theorySurvey-based measure for firm growth
Survey-based measure for firm profitability (ROI)
FDI
FDI
yesPositive linear,
Negative linear
39Michel and Shaked (1986) Portfolio theoryRisk-adjusted returnsFSTSnoNegative linear
40Kim et al. (2004) Power-dependence perspectiveROAFORSUB, number of regions in which the firm has subsidiariesyesNegative linear
41Banalieva and Santoro (2009) UnspecifiedROAFSTSnoNegative linear
42Li et al. (2011) Internalization theory and eclectic paradigmROAGeographic distribution of foreign subsidiariesyesNegative linear
43Chen and Tan (2012) Institutional theory, Uppsala model, and three-stage theoryTobin’s QFSTSnoNegative linear
44Singla and George (2013) Foreign direct investment and three-stage theoryROAFSTS, FATA, FOTOyesNegative linear
45Powell (2014) Internalization theory and transaction cost theoryProfits-per-lawyer, revenue-per-lawyerFOTOnoNegative linear
46Ral-Trebacz et al. (2018) UnspecifiedTobin’s QFORSUBnoNegative linear
47Wei and Nguyen (2020) New internalization theoryROA, ROEFSTSnoNegative linear
48Benito-Osorio et al. (2016)[8]Three-stage theoryROAFSTSnoNegative linear,
U-shaped, S-shaped
49Lu and Beamish (2001) Foreign direct investmentROA, ROSFORSUByesU-shaped
50Capar and Kotabe (2003) Resource-based view, internalization theory, and transaction cost theoryROSFSTSnoU-shaped
51Ruigrok and Wagner (2003) Locational choice theory, organizational evolution theory and global knowledge development theoryROAFSTSnoU-shaped
52Thomas (2006) Resource-based view, internalization theory, three-stage theory and organizational learningROSFSTSyesU-shaped
53Contractor et al. (2007) Three-stage theoryROA, ROEFSTSnoU-shaped
54Gaur and Kumar (2009) Three-stage theoryROSFSTSyesU-shaped
55Berry and Kaul (2016) Phenomenon drivenROAFORSUByesU-shaped
56Garrido-Prada et al. (2019) Resource-based view and transaction cost theoryEBITOAEntropy measurenoU-shaped
57Pangarkar and Yuan (2021) Organizational learningROAFORSUByesU-shaped
58Hsu and Boggs (2003) UnspecifiedTAT
TAT, ROA, ROE
FSTS
FORSUB
noU-shaped,
Inverted U-shaped
59Sun et al. (2019)[9]Internationalization theoryROAFSTS, FORSUByesU-shaped, inverted U-shaped
60Chang and Wang (2007) Transaction cost theoryTobin’s QEntropy measureyesU-shaped, inverted U-shaped, S-shaped
61Shin et al. (2017)[10]UnspecifiedROAFORSUBnoU-shaped, inverted U-shaped, S-shaped
62Miller et al. (2016) Phenomenon drivenROA
ROA
FSTS
FORSUB
noU-shaped,
S-shaped
63Geringer et al. (1989) Foreign direct investmentROSFSTSnoInverted U-shaped
64Tallman and Li (1996) Resource-based view and transaction cost theoryROSFSTSnoInverted U-shaped
65Hitt et al. (1997) Resource-based view, foreign direct investment, transaction cost theory, and organizational learningROAEntropy measure for DOIyesInverted U-shaped
66Gomes and Ramaswamy (1999) Foreign direct investmentROA, OPSALFSTS, FATA, FORSUBnoInverted U-shaped
67Brock et al. (2006) Phenomenon drivenROS, PEPFSTS, FORSUBnoInverted U-shaped
68Qian et al. (2008) Resource-based view and transaction cost theoryROA, ROSFSTS, FATA, FETEnoInverted U-shaped
69Garbe and Richter (2009) Foreign direct investment, transaction cost theory, three-stage theory, organizational learning, and Uppsala modelROSFATA, FETE, Berry indexnoInverted U-shaped
70Pattnaik and Elango (2009) Resource-based viewROSFSTSyesInverted U-shaped
71Chao and Kumar (2010) Institutional theoryROAFORSUByesInverted U-shaped
72Qian et al. (2010) Phenomenon drivenROAEntropy measure for DOInoInverted U-shaped
73Singh et al. (2010) Upper echelons literatureROAFSTSyesInverted U-shaped
74Elango (2012) Contingency theoryOPMFSTSyesInverted U-shaped
75Li et al. (2012) Resource-based view and transaction cost theoryROA, ROSFSTS, Entropy measure for DOInoInverted U-shaped
76Chen et al. (2014) phenomenon drivenROAFSTSyesInverted U-shaped
77de Jong and van Houten (2014) Resource-based view and transaction cost theoryEBITOAComposite measure for DOIyesInverted U-shaped
78Chen et al. (2015) Institutional theoryROEFSTSyesInverted U-shaped
79Jain and Prakash (2016) Eclectic paradigmROSFORSUByesInverted U-shaped
80Kirca et al. (2016) Internalization theoryROA, ROEFATAyesInverted U-shaped
81Gu et al. (2018) Foreign direct investmentROAFORSUByesInverted U-shaped
82Freixanet and Rialp (2022) Organizational learningROSFSTSnoInverted U-shaped
83Lee and Hemmert (2021) Knowledge-based viewROAFSTSnoInverted U-shaped
84Almodóvar and Rugman (2014) Organizational learningROSFSTSnoInverted U-shaped, M-shaped
85Riahi-Belkaoui (1998) Foreign direct investment, internalization theory, and eclectic paradigmROAFRTRnoS-shaped
86Contractor et al. (2003) Three-stage theoryROA, ROSFSTS, FETE, FOTOnoS-shaped
87Lu and Beamish (2004) Phenomenon drivenROA
Tobin’s Q
FORSUByesS-shaped
88Thomas and Eden (2004) Foreign direct investment and international trade theoryROA, ROE, excess market value, average market valueFSTS, FATA, FORSUBnoS-shaped
89Ruigrok et al. (2007) Mid-range contingency theoryROAFSTSnoS-shaped
90Bae et al. (2008) Resource-based view, internalization theory, and eclectic paradigmROA, ROS, ROEFSTSyesS-shaped
91Kumar and Singh (2008) Uppsala modelROA, ROEFSTSnoS-shaped
92Bobillo et al. (2010) Resource-based view and social capital theoryROAFSTSnoS-shaped
93Rugman and Oh (2010) Internalization theoryTobin’s QRSTSnoS-shaped
94Fisch (2012) Foreign direct investment, transaction cost theory and theory of information costsROEGini coefficient for DOIyesS-shaped
95Oh and Contractor (2012) Resource-based view and transaction cost theoryFirm market valueFSTSyesS-shaped
96Outreville (2012) Eclectic paradigm and Uppsala modelCombined ratio for performanceGSInoS-shaped
97Xiao et al. (2013) Phenomenon drivenROA, ROSESTSyesS-shaped
98Oh et al. (2015) Three-stage theory and regional multinational enterprise theoryROSEntropy measure for DOIyesS-shaped
99Abdi and Aulakh (2018) Three-stage theoryROAFSTSyesS-shaped
100Almodóvar (2012) Resource-based view and Uppsala modelROSExport intensitynoM-shaped
101Lee (2013) Phenomenon drivenROEFSTSyesM-shaped
102Haar (1989) Phenomenon drivenNet profits to assetsFSTSnoNo relationship
103Sambharya (1995) Phenomenon drivenROA, ROS, ROEFSTS, FATA, FORSUBnoNo relationship
104Peterson et al. (1996) Phenomenon drivenROA, ROESurvey-based measure for DOInoNo relationship
105Wan (1998) Phenomenon drivenROEEntropy measure for DOIyesNo relationship
106Brock and Yaffe (2008) Resource-based viewPEPFORSUB, percentage of lawyers abroadnoNo relationship
107Muñoz-Bullón and Sánchez-Bueno (2012) Phenomenon drivenROAEntropy measure for DOIyesNo relationship
108Rugman et al. (2016) New internalization theoryROAFSTSnoNo relationship
109Borda et al. (2017) Resource-based view and transaction cost theoryROAFSTSyesNo relationship
110Buckley and Tian (2017b)Internalization theoryROAFSTS, FATA, FETEnoNo relationship
111Pisani et al. (2020) UnspecifiedROAFORSUBnoNo relationship
112Rugman (1983) Internalization theoryROEFSTSnoNot stated
113Palich et al. (2000b)International impediments theoryROA, ROSFORSUBnoNot stated
114Wiersema and Bowen (2011) Resource-based view, foreign direct investment, three-stage theory and organizational learningESTSFORSUBnoNot stated
115Dikova and Veselova (2021)[11]Contingency theorySurvey-based measure for organizational performanceFSTS, FRTR, survey-based measure for internationalization scope and scalenoNot applicable

Notes: ATNITA = after-tax net income to total assets; EBITOA = earnings before interest and taxes divided by total assets; ESTS = export sales to total sales; FATA = ratio of foreign to total assets; FETE = ratio of foreign to total employees; FITI = ratio of foreign to total income; FOTO = ratio of foreign to total offices; FORSUB = number of foreign subsidiaries; FRTR = foreign to total revenues; FSTS = ratio of foreign to total sales; GPM = gross profit margin; GSI = Geographic Spread Index; NPM = net profit margin; OCTS = operating costs to total sales; OPM = operating profit margin; OPSAL = ratio of operating costs to sales; OPSALINV = ratio of sales to operating costs; PEP = profits per equity partner; ROA = return on Assets, ROE = return on equity; RONA = return on net assets; ROOA = return on operating assets; ROS = return on sales; RSTS = regional sales to total sales; TAT = total asset turnover; Tobin’s Q = sum of the market value of equity and the book value of debt divided by the book value of assets

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