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THE STRATEGIC FIT’S EFFECTIVENESS IN THE COMPETITIVE MARKET: FOCUS ON SMALL BUSINESSES IN AN EMERGING COUNTRY

La eficacia de los ajustes estratégicos en un mercado competitivo: Un enfoque en las pequeñas empresas en un país emergente

ABSTRACT

This study analyzes how small businesses in an emerging country improve performance through strategic fit according to the intensity of market competition. It explores small businesses’ prospector or defender strategies in an environment of intense market competition. Data were collected from 107 small businesses in Vietnam, and PLS-SEM was used to assess the research model. The results showed that only prospector businesses improve performance in intense market competition. This study contributes to the literature fourfold. First, it extends the current knowledge of strategic fit by addressing the mediating effects of strategic behavior. Second, it contributes to the growing literature on contingency theory in small businesses’ strategic management. Third, this research offers a deeper understanding of the unique characteristics of emerging countries that jeopardize the effectiveness of using a defender strategy. Fourth, this study overcomes limitations observed in the literature regarding using single-item constructs to operationalize strategy variables.

Keywords:
Defender strategy; market competition; prospector strategy; small business; Vietnam

RESUMEN

El propósito de este estudio es conocer cómo las pequeñas empresas en un país emergente mejoran la efectividad de los ajustes estratégicos bajo la intensidad de la competencia del mercado. En particular, propone que cuando la competencia en el mercado es intensa, estas pequeñas empresas se orientan hacia la estrategia de prospector/defensor para mejorar su desempeño. Se recopilaron datos de 107 pequeñas empresas ubicadas en Vietnam. Se utilizó PLS-SEM para evaluar el modelo de investigación propuesto. Los resultados sugieren que cuando la competencia en el mercado es intensa, solo los ajustes estratégicos de orientación tipo prospector inducen el desempeño de las pequeñas empresas. A la luz de los hallazgos, este estudio contribuye cuatro veces a la literatura. Primero, este estudio amplía nuestro conocimiento actual de los ajustes estratégicos al abordar los efectos mediadores de la estrategia. En segundo lugar, este artículo contribuye al creciente uso de la teoría de la contingencia en la gestión estratégica de las pequeñas empresas. En tercer lugar, este documento ofrece una comprensión más profunda de las características únicas de los países emergentes que causan la ineficacia de la estrategia de defensa. En cuarto lugar, este estudio supera las limitaciones de estudios anteriores relacionados con el uso de constructos de un solo ítem para operacionalizar las variables de la estrategia.

Palabras Clave:
Estrategia de defensa; competencia de mercado; estrategia de prospector; pequeña empresa; Vietnam

RESUMO

O objetivo deste estudo é saber como as pequenas empresas em um país emergente melhoram a eficácia dos ajustes estratégicos em relação a intensidade da concorrência no mercado. A pesquisa propõe que, quando a concorrência no mercado é intensa, essas pequenas empresas recorrem as estratégias dos tipos prospectora ou defensiva para melhorar o seu desempenho. Os dados foram coletados de 107 pequenas empresas localizadas no Vietnã. PLS-SEM foi utilizado para avaliar o modelo de pesquisa proposto. Os resultados sugerem que, quando a concorrência no mercado é intensa, apenas ajustes estratégicos com orientação prospectora levam as pequenas empresas a alcançar um desempenho superior. O estudo contribui para a literatura de quatro formas. Em primeiro lugar, amplia a compreensão atual sobre o tema dos ajustes estratégicos ao abordar os efeitos mediadores do tipo de estratégia. Em segundo, contribui para a crescente literatura sobre a teoria da contingência na gestão estratégica de pequenas empresas. Terceiro, a pesquisa oferece uma compreensão mais profunda das características únicas dos países emergentes, características essas que são responsáveis pela ineficiência da estratégia defensiva. Em quarto lugar, o presente estudo supera as limitações de estudos anteriores relacionados ao uso de construtos de item único para operacionalizar as variáveis da estratégia.

Palavras-chave:
estratégia defensiva; concorrência de mercado; estratégia prospectora; pequenas empresas; Vietnã

INTRODUCTION

Nowadays, market competition is increasingly intense, leading businesses to continuously adapt to the new market conditions to survive. Small businesses seem to be the most vulnerable to competition due to a lack of financial, technological, and other resources. However, these businesses have advantages over large corporations, such as flexibility and close customer relationships (Nooteboom, 1994Nooteboom, B. (1994). Innovation and diffusion in small firms: theory and evidence. Small Business Economics, 6(5), 327-347. doi: 10.1007/BF01065137
https://doi.org/10.1007/BF01065137...
). As a result, small businesses can achieve superior performance by quickly adapting to the market and changing to satisfy customers’ needs (Ebben & Johnson, 2005Ebben, J.J., & Johnson, A.C. (2005). Efficiency, flexibility, or both? Evidence linking strategy to performance in small firms. Strategic management journal, 26(13), 1249-1259. doi: 10.1002/smj.503
https://doi.org/10.1002/smj.503...
).

Notwithstanding, a superior performance based on these advantages is conditioned to the small businesses’ strategic fit. Authors such as Deshpandé, Grinstein, and Ofek (2012)Deshpandé, R., Grinstein, A., & Ofek, E. (2012). Strategic orientations in a competitive context: The role of strategic orientation differentiation. Marketing Letters, 23(3), 629-643. doi: 10.1007/s11002-012-9167-4
https://doi.org/10.1007/s11002-012-9167-...
and Pehrsson (2016)Pehrsson, A. (2016). Firm’s strategic orientation, market context, and performance. European Business Review, 28(4), 378-404. doi: 10.1108/EBR-11-2015-0142
https://doi.org/10.1108/EBR-11-2015-0142...
suggest that the external environment - which includes market competition - influences business strategy. The competition drives small businesses to adopt a specific strategy to find superior performance (Chaganti, Chaganti, & Mahajan, 1989Chaganti, R., Chaganti, R., & Mahajan, V. (1989). Profitable small business strategies under different types of competition. Entrepreneurship Theory and Practice, 13(3), 21-36. doi: 10.1177/104225878901300304
https://doi.org/10.1177/1042258789013003...
), which is in line with the contingency theory. According to this theory, businesses’ strategies must fit with contingent factors to foster performance (Donaldson, 2006Donaldson, L. (2006). The contingency theory of organizational design: challenges and opportunities. In Organization design (pp. 19-40). Boston: Springer.). Besides, the environment-strategy-performance paradigm suggests that businesses must examine the external environment and then choose a strategy fit to achieve superior performance (Child, 1972Child, J. (1972). Organizational structure, environment and performance: The role of strategic choice. Sociology, 6(1), 1-22. doi: /10.1177/003803857200600101
https://doi.org/10.1177/0038038572006001...
; Miller & Friesen, 1983Miller, D., & Friesen, P.H. (1983). Strategy-making and environment: the third link. Strategic Management Journal, 4(3), 221-235. doi: 10.1002/smj.4250040304
https://doi.org/10.1002/smj.4250040304...
). Thus, small businesses should consider external environmental factors such as market competition when choosing their strategy.

This study addresses several pieces of knowledge not yet well explored in the literature. First, in strategic management literature, the effectiveness of strategic fit can be assessed using the moderating and mediating role of strategy on the link between market competition and performance (Venkatraman, 1989Venkatraman, N. (1989). The concept of fit in strategy research: Toward verbal and statistical correspondence. Academy of Management Review, 14(3), 423-444. doi: 10.5465/amr.1989.4279078
https://doi.org/10.5465/amr.1989.4279078...
). According to Boyd, Takacs Haynes, Hitt, Bergh, and Ketchen Jr (2012), prior empirical evidence from the mediating analysis is scarce. Thus, there is limited empirical evidence on the mediating role of strategy. Second, the contingency theory of organizations is mainly used in the context of large businesses. A lack of attention has been paid to small businesses with less hierarchical levels and a short chain of command (Gupta & Batra, 2016Gupta, V.K., & Batra, S. (2016). Entrepreneurial orientation and firm performance in Indian SMEs: Universal and contingency perspectives. International Small Business Journal, 34(5), 660-682. doi: 10.1177/0266242615577708
https://doi.org/10.1177/0266242615577708...
). These differences may challenge the relevance of the strategic management literature in the context of small businesses. Third, although many strategy-based studies focus on emerging economies, the knowledge of strategic management in emerging countries can be challenged since they present unique characteristics that make them different from developed countries (Crittenden & Crittenden, 2010Crittenden, V.L., & Crittenden, W.F. (2010). Strategic management in emerging economies: A research agenda. Organizations and Markets in Emerging Economies, 1(1), 9-23. doi: 10.15388/omee.2010.1.1.14303
https://doi.org/10.15388/omee.2010.1.1.1...
; Venkateswaran & Ojha, 2017Venkateswaran, R.T., & Ojha, A.K. (2017). Strategic management research on emerging economies. Critical Perspectives On International Business, 13(3), 204-225. doi: 10.1108/cpoib-05-2016-0012
https://doi.org/10.1108/cpoib-05-2016-00...
; Wright, Filatotchev, Hoskisson, & Peng, 2005Wright, M., Filatotchev, I., Hoskisson, R.E., & Peng, M.W. (2005). Strategy research in emerging economies: Challenging the conventional wisdom. Journal of Management Studies, 42(1), 1-33. doi: 10.1111/j.1467-6486.2005.00487.x
https://doi.org/10.1111/j.1467-6486.2005...
).

This study focuses on small businesses because SMEs are dominant in the Vietnamese market (Koushan, 2017Koushan, D. (2017). Facilitating SME Growth in Vietnam. Retrieved from https://www.vietnam-briefing.com/news/facilitating-sme-growth-vietnam.html/
https://www.vietnam-briefing.com/news/fa...
). Since becoming part of the World Trade Organization in 2007, Vietnam has actively engaged in many free trade agreements - such as the Comprehensive and Progressive Agreement for Trans-Pacific Partnership and the European Union-Vietnam Free Trade Agreement (Kikuchi, Yanagida, & Vo, 2018Kikuchi, T., Yanagida, K., & Vo, H. (2018). The effects of mega-regional trade agreements on Vietnam. Journal of Asian Economics, 55, 4-19. doi: 10.1016/j.asieco.2017.12.005
https://doi.org/10.1016/j.asieco.2017.12...
; Kokko & Thang, 2014Kokko, A., & Thang, T.T. (2014). Foreign direct investment and the survival of domestic private firms in Viet Nam. Asian Development Review, 31(1), 53-91. doi: 10.1162/ADEV_a_00025
https://doi.org/10.1162/ADEV_a_00025...
) - leading to dramatic changes in the country’s economy. One notable consequence is the increasing participation of joint-venture and foreign enterprises with more resources, intensifying market competition. Against this backdrop, small businesses in Vietnam must improve performance by aligning their strategies to the intensity of market competition.

The research draws upon the strategic typology of Miles and Snow (1978)Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill. and the analytic framework of contingency theory of organizations (Venkatraman & Camillus, 1984Venkatraman, N., & Camillus, J.C. (1984). Exploring the concept of “fit” in strategic management. Academy of Management Review, 9(3), 513-525. doi: 10.5465/amr.1984.4279696
https://doi.org/10.5465/amr.1984.4279696...
) to propose a research framework that examines the mediating effects of prospector/defender strategic type of organizations (in this case, small businesses) on the link between market competition and performance. Data from 107 small businesses in Vietnam were collected to test the proposed model, using partial least squared structural equation modeling. The results show that the relationship between market competition and small businesses’ performance is mediated by a prospector strategy, while a defender strategy has a positive relationship with market competition but does not improve performance.

This study contributes to the literature fourfold. First, it expands the knowledge of strategic fit by examining the strategy’s mediating role. Second, it contributes to the growing literature on contingency theory in small businesses’ strategic management. Third, the findings suggest that a defender strategy does not improve small businesses’ performance in emerging countries due to these economies’ unique characteristics. Fourth, it overcomes prior studies’ limitations regarding the use of single-item constructs to operationalize strategy variables.

This article is organized into five sections, including this introduction. The next section presents the theoretical backgrounds and hypothesis development, followed by the methodology in the third section. The fourth section presents the results and discussions, and the fifth and final section offers the conclusions.

THEORETICAL BACKGROUND AND HYPOTHESIS DEVELOPMENT

Strategic orientation

Strategic orientation refers to the degree to which businesses exert a pattern of behavior to adapt to external environments (e.g., market competition) (Miles & Snow, 1978Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill.; Mintzberg, 1973Mintzberg, H. (1973). Strategy-making in three modes. California Management Review, 16(2), 44-53. doi: 10.2307/41164491
https://doi.org/10.2307/41164491...
). This study uses Miles and Snow's (1978) strategic typology to explain small businesses’ strategic orientation. Compared to other frameworks, this typology offers a closer relationship with environmental conditions (such as the intensity of market competition) (Koçak & Edwards, 2005Koçak, A., & Edwards, V. (2005). Independence and co-operation among small businesses. International Journal of Entrepreneurial Behavior & Research, 11(3), 186-200. doi: 10.1108/13552550510598781
https://doi.org/10.1108/1355255051059878...
, p. 189). Miles and Snow (1978)Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill. propose four strategic types of organizations based on the strategies they adopt: prospector, defender, analyzer, and reactor. Prospector organizations are aggressive and continuously redefine markets by adopting new systems and technologies. Defender organizations focus on improving operational efficiency to protect market shares, while analyzer organizations maintain and expand the current market share through innovations (a hybrid strategy between the prospector and defender strategic types). Finally, reactor organizations avoid adopting a specific strategy. In this case, businesses show inconsistent patterns in adapting to the external environment. Therefore, the first three strategic types of organizations seek superior performance, while adopting a reactor strategy leads to low performance (Moore, 2005Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
; Parnell, 2010Parnell, J.A. (2010). Strategic clarity, business strategy and performance. Journal of Strategy and Management, 3(4), 304-324. doi: 10.1108/17554251011092683
https://doi.org/10.1108/1755425101109268...
).

This study examines the small businesses’ strategic fit considering the prospector and defender strategies. These two types are well known as drivers of superior performance, which helps us observe the positive effects of the strategic fit on the performance of small businesses (Moore, 2005Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
). It is noteworthy that most studies investigate organizational strategy along the continuum between these two strategic types - the “analyzer” type shares characteristics with them (Kald, Nilsson, & Rapp, 2000Kald, M., Nilsson, F., & Rapp, B. (2000). On strategy and management control: the importance of classifying the strategy of the business. British Journal of Management, 11(3), 197-212. doi: 10.1111/1467-8551.00161
https://doi.org/10.1111/1467-8551.00161...
). Furthermore, the distinction between the analyzer and defender strategies is not entirely recognizable (O'cass & Ngo, 2007O'cass, A., & Ngo, L.V. (2007). Balancing external adaptation and internal effectiveness: Achieving better brand performance. Journal of Business Research, 60(1), 11-20. doi: 10.1016/j.jbusres.2006.08.003
https://doi.org/10.1016/j.jbusres.2006.0...
, p. 13). According to Moore (2005)Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
, in factor analysis, “the defender and analyzer items loaded on a common factor.” Therefore, the study excludes the analyzer and reactor strategic types of organizations.

A research model is proposed based on the contingency theory, the environment-strategy-performance paradigm, and Miles and Snow's (1978)Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill. strategic typology. In particular, this study argued that intense market competition puts pressure on small businesses, which respond with a prospector or defender strategy to gain competitive advantages and achieve superior performance. In addition, according to contingency theory, the strategic fit between the intensity of market competition and prospector/defender strategies necessarily leads to better performance. According to Venkatraman (1989)Venkatraman, N. (1989). The concept of fit in strategy research: Toward verbal and statistical correspondence. Academy of Management Review, 14(3), 423-444. doi: 10.5465/amr.1989.4279078
https://doi.org/10.5465/amr.1989.4279078...
, the strategic fit can be assessed by examining the mediating effects of prospector and defender strategies on the relationship between market competition and performance. Figure 1 illustrates the research model.

Figure 1
Proposed research model

Market competition

The intensity of market competition refers to the pressure businesses face when competing in the market (Grewal & Tansuhaj, 2001Grewal, R., & Tansuhaj, P. (2001). Building organizational capabilities for managing economic crisis: The role of market orientation and strategic flexibility. Journal of Marketing, 65(2), 67-80. doi: 10.1509/jmkg.65.2.67.18259
https://doi.org/10.1509/jmkg.65.2.67.182...
). In Vietnam, market competition is intense because of the significant increase in foreign direct investment and the country’s participation in various free trade agreements (Kikuchi et al., 2018Kikuchi, T., Yanagida, K., & Vo, H. (2018). The effects of mega-regional trade agreements on Vietnam. Journal of Asian Economics, 55, 4-19. doi: 10.1016/j.asieco.2017.12.005
https://doi.org/10.1016/j.asieco.2017.12...
; Kokko & Thang, 2014Kokko, A., & Thang, T.T. (2014). Foreign direct investment and the survival of domestic private firms in Viet Nam. Asian Development Review, 31(1), 53-91. doi: 10.1162/ADEV_a_00025
https://doi.org/10.1162/ADEV_a_00025...
;Le, Pieri, & Zaninotto, 2019Le, M.-D., Pieri, F., & Zaninotto, E. (2019). From central planning towards a market economy: The role of ownership and competition in Vietnamese firms’ productivity. Journal of Comparative Economics, 47(3), 693-716. doi: 10.1016/j.jce.2019.04.002
https://doi.org/10.1016/j.jce.2019.04.00...
). When market competition is intense, the business can adopt aggressive behavior to gain an advantage in domains such as price, promotion, vertical integration, research and development, and technological innovation (Khandwalla, 1981Khandwalla, P.N. (1981). Properties of competing organizations. Handbook of organizational design, 1, 409-432.).

For Porter (1996)Porter, M. (1996). What is strategy? Harvard Business Review, 74(6), 61-78. Retrieved from https://hbr.org/1996/11/what-is-strategy
https://hbr.org/1996/11/what-is-strategy...
, intense competition continuously drives down businesses’ profit to the floor rate and consequently reduces businesses’ performance. However, businesses can enhance performance in the intense market competition by adopting adequate strategies. Competitive advantage in such a scenario can be obtained through innovation (Vincent, Bharadwaj, & Challagalla, 2004Vincent, L.H., Bharadwaj, S.G., & Challagalla, G.N. (2004). Does innovation mediate firm performance?: A meta-analysis of determinants and consequences of organizational innovation. Working paper. Georgia Institute of Technology. Atlanta, GA.), considering that this competition drives businesses to develop new tools and techniques to meet customers’ demands and gain market share (Knot, Van den Ende, & Vergragt, 2001Knot, J.M.C., Van den Ende, J.C., & Vergragt, P.J. (2001). Flexibility strategies for sustainable technology development. Technovation, 21(6), 335-343. doi: 10.1016/S0166-4972(00)00049-3
https://doi.org/10.1016/S0166-4972(00)00...
; Santos-Vijande & Álvarez-González, 2007Santos-Vijande, M.L., & Álvarez-González, L.I. (2007). Innovativeness and organizational innovation in total quality oriented firms: The moderating role of market turbulence. Technovation, 27(9), 514-532. doi: 10.1016/j.technovation.2007.05.014
https://doi.org/10.1016/j.technovation.2...
). This perspective is corroborated by (Donaldson, 2001Donaldson, L. (2001). The contingency theory of organizations. Thousan Thousand Oaks, California: Sage.; Gopalakrishnan & Damanpour, 1997Gopalakrishnan, S., & Damanpour, F. (1997). A review of innovation research in economics, sociology and technology management. Omega, 25(1), 15-28. doi: 10.1016/S0305-0483(96)00043-6
https://doi.org/10.1016/S0305-0483(96)00...
), who argue that competition intensity enhances the opportunities to innovate and obtain competitive advantages. First, innovation allows organizations to be ahead of new market entrants and technological laggards (Damanpour & Gopalakrishnan, 2001Damanpour, F., & Gopalakrishnan, S. (2001). The dynamics of the adoption of product and process innovations in organizations. Journal of Management Studies, 38(1), 45-65. doi: 10.1111/1467-6486.00227
https://doi.org/10.1111/1467-6486.00227...
). Second, innovation increases the likelihood of a company to pursue more innovation and, therefore, outperform rivals (Cohen & Levin, 1989Cohen, W.M., & Levin, R.C. (1989). Empirical studies of innovation and market structure. Handbook of industrial organization, 2, 1059-1107. doi: 10.1016/S1573-448X(89)02006-6
https://doi.org/10.1016/S1573-448X(89)02...
). For Kickul and Gundry (2002)Kickul, J., & Gundry, L. (2002). Prospecting for strategic advantage: The proactive entrepreneurial personality and small firm innovation. Journal of Small Business Management, 40(2), 85-97. doi: 10.1111/1540-627X.00042
https://doi.org/10.1111/1540-627X.00042...
, the likelihood of a firm adopting innovative approaches due to intense market competition is a characteristic of the prospector strategy. Based on these arguments and considering the intense market competition in Vietnam, this research expects small businesses in the country to adopt prospector strategies. Thus, the first hypothesis is proposed as follows.

  • H1: There is a positive association between the intensity of market competition and using a prospector strategy.

There are several types of competition. One is price-based competition (Krishnan, 2005Krishnan, R. (2005). The effect of changes in regulation and competition on firms' demand for accounting information. The Accounting Review, 80(1), 269-287. doi: 10.2308/accr.2005.80.1.269
https://doi.org/10.2308/accr.2005.80.1.2...
), where businesses face intense market competition reducing the prices of products and services, aiming to protect and expand market share (Khandwalla, 1972Khandwalla, P.N. (1972). The effect of different types of competition on the use of management controls. Journal of Accounting Research, 10(2), 275-285. doi: 10.2307/2490009
https://doi.org/10.2307/2490009...
). This approach requires optimization and efficiency in the company’s operations, reducing costs (Rust, Moorman, & Dickson, 2002Rust, R.T., Moorman, C., & Dickson, P.R. (2002). Getting return on quality: revenue expansion, cost reduction, or both? Journal of Marketing, 66(4), 7-24. doi: 10.1509/jmkg.66.4.7.18515
https://doi.org/10.1509/jmkg.66.4.7.1851...
). In this scenario, small businesses can present a defender strategy to enhance operational efficiency through cost reduction (Chen & Tsou, 2012Chen, J.-S., & Tsou, H.-T. (2012). Performance effects of IT capability, service process innovation, and the mediating role of customer service. Journal of Engineering and Technology Management, 29(1), 71-94. doi: 10.1016/j.jengtecman.2011.09.007
https://doi.org/10.1016/j.jengtecman.201...
; Prajogo, McDermott, & McDermott, 2013Prajogo, D.I., McDermott, C.M., & McDermott, M.A. (2013). Innovation orientations and their effects on business performance: contrasting small-and medium-sized service firms. R&D Management, 43(5), 486-500. doi: 10.1111/radm.12027
https://doi.org/10.1111/radm.12027...
). Therefore, small businesses will likely present a defender strategy when facing intense market competition.

There is a concern that small businesses are less likely to present a defender strategy because they do not have enough resources to compete by price. However, this study considers this issue irrelevant in the context of Vietnam. One reason is that most companies in Vietnam are small and medium enterprises (approximately 98%) (Koushan, 2017Koushan, D. (2017). Facilitating SME Growth in Vietnam. Retrieved from https://www.vietnam-briefing.com/news/facilitating-sme-growth-vietnam.html/
https://www.vietnam-briefing.com/news/fa...
), and, according to Chaganti et al. (1989)Chaganti, R., Chaganti, R., & Mahajan, V. (1989). Profitable small business strategies under different types of competition. Entrepreneurship Theory and Practice, 13(3), 21-36. doi: 10.1177/104225878901300304
https://doi.org/10.1177/1042258789013003...
, size is not an issue when the market is predominantly formed of small businesses. Thus, following (Rugman & Verbeke, 1998Rugman, A.M., & Verbeke, A. (1998). Corporate strategies and environmental regulations: An organizing framework. Strategic Management Journal, 19(4), 363-375. doi: 10.1002/(SICI)1097-0266(199804)19:4%3C363::AID-SMJ974%3E3.0.CO;2-H
https://doi.org/10.1002/(SICI)1097-0266(...
), it is possible to suggest that small businesses can adopt a defender strategy to improve performance. Against this backdrop, this research expects that small business, in an environment of intense market competition, will likely compete by price, seeking operational efficiency by adopting a defender strategy. Therefore, the second hypothesis of this study is as follows.

  • H2: There is a positive association between the intensity of market competition and using a defender strategy.

The effectiveness of strategic orientation

Most researchers in management areas commonly refer to effectiveness as performance (Hoque, 2004Hoque, Z. (2004). A contingency model of the association between strategy, environmental uncertainty and performance measurement: impact on organizational performance. International Business Review, 13(4), 485-502. doi: 10.1016/j.ibusrev.2004.04.003
https://doi.org/10.1016/j.ibusrev.2004.0...
). For Walker (2013)Walker, R.M. (2013). Strategic management and performance in public organizations: findings from the Miles and Snow framework. Public Administration Review, 73(5), 675-685. doi: 10.1111/puar.12073
https://doi.org/10.1111/puar.12073...
, the strategy’s effectiveness lies in its ability to improve business performance. This study adopts the same direction, assuming that the strategy’s effectiveness refers to the positive relationship between the prospector or defender strategy adopted and the small businesses’ performance.

Miles and Snow (1978)Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill. explained how and why prospector organizations show superior performance. The unique characteristics of prospectors lead them to emphasize exploring new markets by continuously investing in innovation (Dev & Brown, 1990Dev, C.S., & Brown, J.R. (1990). Franchising and other operating arrangements in the lodging industry: a strategic comparison. Hospitality Research Journal, 14(3), 23-41. doi: 10.1177/109634809101400304
https://doi.org/10.1177/1096348091014003...
). Thus, these businesses are the “first-movers” in the industry (Slater & Narver, 1993Slater, S.F., & Narver, J.C. (1993). Product-market strategy and performance: an analysis of the Miles and Snow strategy types. European Journal of Marketing, 27(10), 33-51. doi: 10.1108/03090569310045870
https://doi.org/10.1108/0309056931004587...
), gaining competitive advantages. They have little competition and are more likely to present a superior performance (Lieberman & Montgomery, 1988Lieberman, M.B., & Montgomery, D.B. (1988). First-mover advantages. Strategic Management Journal, 9(S1), 41-58. doi: 10.1002/smj.4250090706
https://doi.org/10.1002/smj.4250090706...
). Empirical evidence from previous studies suggests a positive link between prospector strategies and performance (Moore, 2005Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
; Naranjo-Gil, 2004Naranjo-Gil, D. (2004). The role of sophisticated accounting system in strategy management. International Journal of Digital Accounting Research, 4(8), 125-144. doi: 10.4192/1577-8517-v4_5
https://doi.org/10.4192/1577-8517-v4_5...
). This article goes in the same direction, expecting similar effects. Therefore, the third hypothesis is

  • H3: There is a positive association between small businesses’ performance and using a prospector strategy.

Unlike prospector companies, defender organizations are more conservative and prefer not to enter a new market. These businesses focus on improving operational efficiency to gain competitive advantages (Miles & Snow, 1978Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill.). Because operational efficiency is suggested to positively impact the businesses’ performance (Baik, Chae, Choi, & Farber, 2013Baik, B., Chae, J., Choi, S., & Farber, D.B. (2013). Changes in operational efficiency and firm performance: A frontier analysis approach. Contemporary Accounting Research, 30(3), 996-1026. doi: 10.1111/j.1911-3846.2012.01179.x
https://doi.org/10.1111/j.1911-3846.2012...
), those adopting a defender strategy would be more likely to achieve superior performance since this behavior leads to a high degree of operational efficiency. Empirical findings from Moore (2005)Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
reveal the positive association between defender strategies and performance. In the same vein, this study expects similar effects on small businesses in Vietnam, leading to the fourth hypothesis as follows.

  • H4: There is a positive association between small businesses’ performance and using a defender strategy.

The effectiveness of the strategic fit

The crucial role of strategic orientation is to lead businesses to superior performance. In this sense, contingency theorists argue that an organization’s effective strategy must consider environmental characteristics (Donaldson, 2001Donaldson, L. (2001). The contingency theory of organizations. Thousan Thousand Oaks, California: Sage.). Contingency-based studies in strategic management argue that the effectiveness of strategic fit refers to how the alignment between contingent factors and strategies affects the businesses’ performance (Lindow, 2013Lindow, C.M. (2013). A strategic fit perspective on family firm performance. Wiesbaden: Springer., p. 52). Contingent factors can be external or internal (Miller, 1992Miller, D. (1992). Environmental fit versus internal fit. Organization Science, 3(2), 159-178. doi: 10.1287/orsc.3.2.159
https://doi.org/10.1287/orsc.3.2.159...
), but this study examines only external factors, such as market competition.

One crucial notion of contingency-based research in strategic management is how to formulate an adequate research model to assess the strategic fit. There are many forms of obtaining strategic fit, which require the development of a specific analytical framework to propose hypotheses and carry out statistical analysis to evaluate such hypotheses (Venkatraman, 1989Venkatraman, N. (1989). The concept of fit in strategy research: Toward verbal and statistical correspondence. Academy of Management Review, 14(3), 423-444. doi: 10.5465/amr.1989.4279078
https://doi.org/10.5465/amr.1989.4279078...
). The lack of an appropriate framework to assess the strategic fit may lead to inconsistent results (Hitt, Boyd, & Li, 2004Hitt, M.A., Boyd, B.K., & Li, D. (2004). The state of strategic management research and a vision of the future. Research methodology in strategy and management, 1, 1-31. doi: 10.1016/S1479-8387(04)01101-4
https://doi.org/10.1016/S1479-8387(04)01...
), which has been one of the criticisms raised by contingency-based theorists in strategic management when analyzing the previous literature. For these scholars, the studies have been ambiguous when formulating the contingency hypotheses (Boyd et al., 2012Boyd, B.K., Takacs Haynes, K., Hitt, M.A., Bergh, D.D., & Ketchen Jr, D.J. (2012). Contingency hypotheses in strategic management research: Use, disuse, or misuse? Journal of Management, 38(1), 278-313. doi: 10.1177/0149206311418662
https://doi.org/10.1177/0149206311418662...
), jeopardizing the application of contingency theory in strategic management research (Galbraith & Nathanson, 1978Galbraith, J.R., & Nathanson, D.A. (1978). Strategy implementation: The role of structure and process. Boston: West Publishing Company).

This study follows the Cartesian approach to assess contingency forms of fit (Donaldson, 2001Donaldson, L. (2001). The contingency theory of organizations. Thousan Thousand Oaks, California: Sage., p. 185). In this approach, contingency-based research focuses on how combining single contingent factors and strategic orientation improves performance (Drazin & Van de Ven, 1985Drazin, R., & Van de Ven, A.H. (1985). Alternative forms of fit in contingency theory. Administrative science quarterly, 30(4), 514-539. doi: 10.2307/2392695
https://doi.org/10.2307/2392695...
). This approach requires examining the mediating effects of strategy on the relationship between the external environment and performance (Venkatraman, 1989Venkatraman, N. (1989). The concept of fit in strategy research: Toward verbal and statistical correspondence. Academy of Management Review, 14(3), 423-444. doi: 10.5465/amr.1989.4279078
https://doi.org/10.5465/amr.1989.4279078...
). Thus, this study expects that the fit between market competition and prospector or defender strategies will affect Vietnamese small businesses’ performance. Thus, the fit is represented by the mediating effects of prospector/defender strategies on the relationship between market competition and small businesses’ performance, which leads us to the last two hypotheses:

  • H5: The prospector strategy has mediating effects on the relationship between the intensity of market competition and the small businesses’ performance.

  • H6: The defender strategy has mediating effects on the relationship between the intensity of market competition and the small businesses’ performance.

RESEARCH METHODS

This study explores how and why the strategic fit between market competition and the prospector and defender strategies influences the performance of small businesses in Vietnam. Data collection was conducted through a survey since public data was unavailable. Four research instruments based on the literature were adopted to measure the four main latent variables in the research model. After data collection, the study assessed common method bias and employed a partial least square structural equation model to test the hypotheses.

Data collection and sampling

This study collects data from small businesses located in Can Tho city. This city is located at the heart of the Mekong Delta, Southern Vietnam. It is one of the country's five biggest and most developed cities. This selection may affect the study’s ability to generalize the findings to a larger population of small businesses in Vietnam. However, the research does not intend to offer such a generalization but to test theoretical assumptions, which can be carried out using convenience sampling (Speklé & Widener, 2018Speklé, R.F., & Widener, S.K. (2018). Challenging issues in survey research: Discussion and suggestions. Journal of Management Accounting Research, 30(2), 3-21. doi: 10.2308/jmar-51860
https://doi.org/10.2308/jmar-51860...
). Therefore, the sample gathered is appropriate for the scope of this research.

According to Can Tho’s 2019 statistical yearbook (Can Tho Statistical Office, 2020Can Tho Statistical Office. (2020). Cantho City Statiscal Statistical Yearbook 2019. Can Tho city, Vietnam: Statistical Publishing House., pp. 232-244), about 4800 small businesses operate in service and trade areas. Due to the limited time and financial resources, this study took advantage of personal networking to collect data. More specifically, the business association of Can Tho, a non-profit organization that assists the development of local firms, was approached. The organization was asked to contribute by sending the research questionnaire to its members (most of the city’s small businesses are members of the association) to ensure a high response rate. The organization sent an email explaining the study and containing a link to access the online survey. A total of 800 electronic addresses were randomly selected from the organization’s database and received the email. The survey was completed by 107 small businesses that received the email (13.38%).

The business forming the sample had to fulfill three criteria. First, the target business’ representatives who responded to the questionnaire had to be the owners since the understanding behind the questionnaire was that only owners could respond about the small company’s strategy (Tymon Jr, Stout, & Shaw, 1998). In Vietnam, the owner is always in charge of managerial positions. Second, the businesses had to operate in the services and trade industry and employ less than 50 employees since these characteristics define small businesses in the country’s law (Vietnam National Assembly, 2018Vietnam National Assembly. (2018). Decreee Decree 39/2018/ND-CP - Guidelines for Law on Support for Small and Medium-Sized Enterprises. Hanoi, Vietnam Retrieved from https://drive.google.com/file/d/1pOaI7FrkZVrKJ4KbKp7mZJaReka1OdsR/view
https://drive.google.com/file/d/1pOaI7Fr...
). Third, the study only approached small businesses operating for more than three years to ensure they would present an established strategy. Therefore, the questionnaire was built with screening questions to identify the characteristics of the businesses, ensuring the criteria were fulfilled.

Measures

Because there are four main variables in the research framework, this study adopted and relied on four instruments from prior studies. The original instruments were first translated into Vietnamese, and minor revisions were made after the translation (details below). In addition, the revision process was assisted by two small business owners to improve the quality of the questionnaire in terms of readability and understandability. After two rounds of revision, the final version was uploaded to an online system.

The intensity of market competition (MCOM)

This study adopts an instrument from Mia and Clarke (1999)Mia, L., & Clarke, B. (1999). Market competition, management accounting systems and business unit performance. Management Accounting Research, 10(2), 137-158. doi: 10.1006/mare.1998.0097
https://doi.org/10.1006/mare.1998.0097...
to measure the intensity of market competition. This instrument asked the businesses’ representatives to express their agreement regarding the intensity of market competition considering their perception of (1) the number of competitors, (2) technological changes, (3) access to marketing channels, (4) package deals, (5) competitive price, (6) new product introduction, (7) government regulations. A 5-point Likert scale ranging from “highly disagree” (1) to “highly agree” (5) was used to measure this instrument.

Prospector and defender strategies (PROS/DEFD)

This study relies on two instruments from Moore (2005)Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
to measure the degree to which small businesses use prospector/defender strategies. There are six items/sentences designed to assess these strategies in each instrument. Since Moore (2005)Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
used the original measures in retailing contexts, some minor modifications were made in the sentences to ensure the appropriateness in the contexts of small businesses. For example, in the first statement of PROS, “retail industry” was replaced by “industry.” In the third item of PROS, “... developing new ways to retail” was changed to “developing new ways to perform.” Relating to the second statement of DEFD, “... current store type” was changed to “... current businesses.” After the revision, two owners of small businesses operating in trades and services carefully examined these two instruments to ensure their appropriateness. Thus, the instruments measuring PROS and DEFD strategies presented statements with ways a business may behave/operate, asking the representative of the businesses to indicate, using a 5-point Likert scale (from “highly disagree” to “highly agree”), whether they agree that the statements represent the behavior/operation of their businesses. The statements for PROS were: (1) Is an innovation leader in the industry; (2) Frequently moves into new markets; (3) Is known for being “first in” the industry for developing new ways to perform; (4) Does not mind risking profits for developing new products/services; (5) Is a leader in developing new ways to perform; (6) Continuously adopts new technology. The statements for DEFD were: (1) Maintains a safe niche using a traditional business; (2) Sticks with using current businesses; (3) Concentrates on improving current ways of conducting businesses rather than developing new methods; (4) Researches only trends that impact our business directly; (5) Adopts industry innovations only after lengthy consideration; (6) Focuses first on serving current customers and second on capturing new customers.

Performance of small businesses (BPER)

Acquaah (2007)Acquaah, M. (2007). Managerial social capital, strategic orientation, and organizational performance in an emerging economy. Strategic management journal, 28(12), 1235-1255. doi: 10.1002/smj.632
https://doi.org/10.1002/smj.632...
argued that collecting data to assess subjective performance (e.g., ROA and ROS) may be difficult in emerging countries since owners may understate the profit to avoid income taxes (Sapienza, Smith, & Gannon, 1988Sapienza, H.J., Smith, K.G., & Gannon, M.J. (1988). Using subjective evaluations of organizational performance in small business research. American Journal of Small Business, 12(3), 45-54. doi: 10.1177/104225878801200304
https://doi.org/10.1177/1042258788012003...
). On the other hand, Jarvis, Curran, Kitching, and Lightfoot (2000)Jarvis, R., Curran, J., Kitching, J., & Lightfoot, G. (2000). The use of quantitative and qualitative criteria in the measurement of performance in small firms. Journal of Small Business And Enterprise Development, 7(2), 123-134. doi: 10.1108/EUM0000000006834
https://doi.org/10.1108/EUM0000000006834...
argued that objective performance might not sufficiently reflect the performance of small businesses because they focus not only on profit indicators but also on business goals. In line with the argument by Acquaah (2007)Acquaah, M. (2007). Managerial social capital, strategic orientation, and organizational performance in an emerging economy. Strategic management journal, 28(12), 1235-1255. doi: 10.1002/smj.632
https://doi.org/10.1002/smj.632...
, this study, examining small companies in Vietnam, adopted the instrument elaborated by Pelham and Wilson (1995)Pelham, A., & Wilson, D. (1995). A longitudinal study of the impact of market structure, strategy, and market orientation on small-firm business performance. Journal of the Academy of Marketing Science, 24(1), 27-44. doi: 10.1007/BF02893935
https://doi.org/10.1007/BF02893935...
to capture objective performance, which is considered equally reliable and can be used when subjective performance cannot be assessed (Dess & Robinson Jr, 1984; Sapienza et al., 1988Sapienza, H.J., Smith, K.G., & Gannon, M.J. (1988). Using subjective evaluations of organizational performance in small business research. American Journal of Small Business, 12(3), 45-54. doi: 10.1177/104225878801200304
https://doi.org/10.1177/1042258788012003...
). This instrument has ten items. The first two focus on new product success: (1) new product/service development and (2) market development. The next three items focus on growth/share: (3) sales growth rates, (4) employment growth rate, and (5) market share. The last five items focus on profitability: (1) operating profits, (2) profit to sales ratio, (3) cash flow from operations, (4) return on investment, and (5) return on assets.

The research used the approach by Roxas, Ashill, and Chadee (2017)Roxas, B., Ashill, N., & Chadee, D. (2017). Effects of entrepreneurial and environmental sustainability orientations on firm performance: A study of small businesses in the Philippines. Journal Of Small Business Management, 55, 163-178. doi: 10.1111/jsbm.12259
https://doi.org/10.1111/jsbm.12259...
and Pelham and Wilson (1995)Pelham, A., & Wilson, D. (1995). A longitudinal study of the impact of market structure, strategy, and market orientation on small-firm business performance. Journal of the Academy of Marketing Science, 24(1), 27-44. doi: 10.1007/BF02893935
https://doi.org/10.1007/BF02893935...
to measure the performance of small businesses. The instrument asked to indicate the businesses’ performance based on expectations considering the past three years. A 5-point Likert scale ranging from “much below expectations” (1) to “much above expectations” (5) was used to measure the performance through this instrument.

Control variable (T_S)

The heterogeneity of the small businesses’ activities may create a bias in the result. Table 1 shows that most small businesses operate in the trade industry, with a smaller part operating in the service industry. Therefore, this study includes a dummy variable (Trade_Service) to control the industry (0 for trade and 1 for services).

Table 1
Characteristics of small businesses

Assessment of common method bias

Data collection using a single source may be subject to common method bias. Podsakoff, MacKenzie, Lee, and Podsakoff (2003)Podsakoff, P.M., MacKenzie, S.B., Lee, J.-Y., & Podsakoff, N.P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879. doi: 10.1037/0021-9010.88.5.879
https://doi.org/10.1037/0021-9010.88.5.8...
recommend two approaches to assess this bias, which were adopted in this study. First, the results from Harman’s single-factor test showed that a single factor explains 23.180% of the total variance (Podsakoff & Organ, 1986Podsakoff, P.M., & Organ, D.W. (1986). Self-reports in organizational research: Problems and prospects. Journal of management Management, 12(4), 531-544. doi: 10.1177/014920638601200408
https://doi.org/10.1177/0149206386012004...
). Second, the matrix correlation between marker variables and other main variables showed that these variables were unrelated (Lindell & Whitney, 2001Lindell, M.K., & Whitney, D.J. (2001). Accounting for common method variance in cross-sectional research designs. Journal of Applied Psychology, 86(1), 114. doi: 10.1037/0021-9010.86.1.114
https://doi.org/10.1037/0021-9010.86.1.1...
). Therefore, common method bias was not a concern for this research.

Statistical procedures

First, this study assessed information about the characteristics of the businesses and the correlation matrix. After that, partial least square structural equation modeling (PLS-SEM) was used to assess the research model because data are subject to the issues such as non-normality and small sample size (Ali, Rasoolimanesh, Sarstedt, Ringle, & Ryu, 2018Ali, F., Rasoolimanesh, S.M., Sarstedt, M., Ringle, C.M., & Ryu, K. (2018). An assessment of the use of partial least squares structural equation modeling (PLS-SEM) in hospitality research. International Journal of Contemporary Hospitality Management, 30(1), 514-538. doi: 10.1108/IJCHM-10-2016-0568
https://doi.org/10.1108/IJCHM-10-2016-05...
; Cassel, Hackl, & Westlund, 1999Cassel, C., Hackl, P., & Westlund, A.H. (1999). Robustness of partial least-squares method for estimating latent variable quality structures. Journal of Aapplied Sstatistics, 26(4), 435-446. doi: 10.1080/02664769922322
https://doi.org/10.1080/02664769922322...
; Hair, Hult, Ringle, Sarstedt, & Thiele, 2017Hair, J. F., Hult, G.T.M., Ringle, C.M., Sarstedt, M., & Thiele, K.O. (2017). Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods. Journal of the Academy of Marketing Science, 45(5), 616-632. doi: 10.1007/s11747-017-0517-x
https://doi.org/10.1007/s11747-017-0517-...
). The complex relationship between variables was estimated by maximizing the explanation of independent variables’ variances (Hair, Ringle, & Sarstedt, 2011Hair, J. F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. doi: 10.2753/MTP1069-6679190202
https://doi.org/10.2753/MTP1069-66791902...
), a technique that analyzes the measurement and structural models (Sarstedt, Ringle, Smith, Reams, & Hair Jr, 2014Sarstedt, M., Ringle, C.M., Smith, D., Reams, R., & Hair Jr, J.F. (2014). Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers. Journal Of Family Business Strategy, 5(1), 105-115. doi: 10.1016/j.jfbs.2014.01.002
https://doi.org/10.1016/j.jfbs.2014.01.0...
). The evaluation of measurement models examined first the unidimensionality of the constructs, followed by convergent validity, discriminant validity, composite reliability, and collinearity among the items. As for the evaluation of the structural model, collinearity between latent variables, predictive accuracy, and explanatory power of the model was assessed before examining the strength and magnitude of the hypothesized paths. In addition, this study relies on the approach of Zhao, Lynch Jr, and Chen (2010)Zhao, X., Lynch Jr, J.G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of consumer research, 37(2), 197-206. doi: 10.1086/651257
https://doi.org/10.1086/651257...
to conduct a mediating assessment.

RESULTS

Businesses’ characteristics and correlation matrix

Table 1 presents the characteristics of the 107 small businesses in the sample, according to the responses offered by their owners. Almost half of them (44.86%) operated in the whole and retail trade. The industries with only one respondent (0.93%) were hotel and restaurant and art and entertainment. In the sample, 62 small businesses (57.94%) were operating in the market for 5 to 10 years, while only two small businesses (1.87%) had operated for more than 20 years. Most small businesses (50.47%) employed between 10 and 20 employees, while only two (1.87%) had less than 10 employees.

Table 2 summarizes the variables correlation matrix and descriptive statistics. The Pearson correlation was used, showing that marketing competition (MCOM) was positively correlated with defender (DEFD) (r=0.298, p=0.003) and prospector (PROS) (r=0.271, p=0.005) strategies. Business performance (BPER) was also positively correlated with PROS (r=0.254, p=0.008). However, correlation was not significant between DEFD and PROS (r=0.094, p=0.334), DEFD and BPER (r=0.057, p=0.558), and MCOM and BPER (r=-0.074, p=0.451). In addition, the dummy variable trade_service (T_S) did not present significant correlation with MCOM (r=0.082, p=0.402), PROS (r=-0.035, p=0.717), DEFD (r=-0.063, p=0.520), and BPER (r=-0.083, p=0.395).

Table 2
Correlation between variables and descriptive statistic

Measurement model

First, this study assessed the unidimensionality of the constructs by conducting principal axis factoring with oblimin rotation (Fabrigar, Wegener, MacCallum, & Strahan, 1999Fabrigar, L.R., Wegener, D.T., MacCallum, R.C., & Strahan, E.J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological methods, 4(3), 272. doi: 10.1037/1082-989X.4.3.272
https://doi.org/10.1037/1082-989X.4.3.27...
). The results showed four extracted factors to which the load the intended items. It was necessary to remove three items, MCOM_7, BPER_3, and BPER_8, due to factor loadings under the threshold of 0.5 (Hair, Black, & Babin, 2006Hair, J.F., Black, B., & Babin, B.A. (2006). Multivariate data analysis (Vol. 6). Upper Saddle River: Pearson Prentice Hall.).

Second, the research evaluated the convergent validity, discriminant validity, and composite reliability of the item constructs and the collinearity among these items. The results show the establishment of the convergent validity based on two criteria. First, the average variance extracted (AVE) of all of the constructs was higher than the 0.50 threshold (Table 4), and all items loaded to the intended constructs respectively higher than others (Table 3) (Fornell & Larcker, 1981Fornell, C., & Larcker, D.F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. doi: 10.2307/3151312
https://doi.org/10.2307/3151312...
). It is noted that these loadings were all above the rule of thumb of 0.5.

Table 3
Cross-loadings and VIF among items
Table 4
Validity of measurement models

The assessment of discriminant validity was also established. Table 4 shows that the AVE’s square root was higher than any correlation between this variable and other latent variables (Chin, 1998Chin, W.W. (1998). The partial least squares approach to structural equation modeling. Modern methods for business research, 295(2), 295-336. Retrieved from https://psycnet.apa.org/record/1998-07269-010
https://psycnet.apa.org/record/1998-0726...
; Fornell & Larcker, 1981Fornell, C., & Larcker, D.F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. doi: 10.2307/3151312
https://doi.org/10.2307/3151312...
). In addition, composite reliability (CR) was established since CR, Cronbach’s Alpha (CA), and Dillon-Goldstein’s rho (rho_A) were higher than the 0.70 threshold value (Table 4) (Hair et al., 2011Hair, J. F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. doi: 10.2753/MTP1069-6679190202
https://doi.org/10.2753/MTP1069-66791902...
; Henseler, Ringle, & Sinkovics, 2009Henseler, J., Ringle, C.M., & Sinkovics, R.R. (2009). The use of partial least squares path modeling in international marketing. In R. R. Sinkovics & P. N. Ghauri (Eds.), New challenges to international marketing (pp. 277-319). Bingley: Emerald Group Publishing Limited.). Finally, Table 3 shows that the items’ VIF values were below the threshold value of 5, which shows the absence of collinearity among items (Hair et al., 2011Hair, J. F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. doi: 10.2753/MTP1069-6679190202
https://doi.org/10.2753/MTP1069-66791902...
).

Structural model

Bootstrapping with 5,000 replacements was used to assess the structural model (Hair et al., 2011Hair, J. F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. doi: 10.2753/MTP1069-6679190202
https://doi.org/10.2753/MTP1069-66791902...
). Table 5 reveals the absence of collinearity between latent variables since the VIF was lower than 5 (Hair et al., 2011Hair, J. F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. doi: 10.2753/MTP1069-6679190202
https://doi.org/10.2753/MTP1069-66791902...
). The table also indicates that the model’s predictive accuracy was sufficient because the Stone-Geisser Q2 value (Geisser, 1974Geisser, S. (1974). A predictive approach to the random effect model. Biometrika, 61(1), 101-107. doi: 10.1093/biomet/61.1.101
https://doi.org/10.1093/biomet/61.1.101...
; Stone, 1974Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society: Series B (Methodological), 36(2), 111-133. doi: 10.1111/j.2517-6161.1974.tb00994.x
https://doi.org/10.1111/j.2517-6161.1974...
) was higher than zero (Chin, 1998Chin, W.W. (1998). The partial least squares approach to structural equation modeling. Modern methods for business research, 295(2), 295-336. Retrieved from https://psycnet.apa.org/record/1998-07269-010
https://psycnet.apa.org/record/1998-0726...
; Hair et al., 2011Hair, J. F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. doi: 10.2753/MTP1069-6679190202
https://doi.org/10.2753/MTP1069-66791902...
). Lastly, Table 5 shows that R-squared values were sufficient, so it is safe to conclude that the explanatory power is valid.

Table 5
R2, R2 adjusted, Q2, and VIF among latent variables

Establishing the structural model allows the examination of the magnitude and strength of the paths (Figure 2). The results reveal that market competition was positively related to prospector (β= 0.276, p=0.006) and defender strategies (β=0.302, p=0.002). The prospector strategy presented a positive relationship with the performance of small businesses (β=0.264, p=0.010). However, the defender strategy was not significantly related to the performance of small businesses (β=0.047, p=0.716). In addition, there was a non-significant relationship between the control variable and the performance of small businesses (β=-0.064, p=0.512). Therefore, the results only supported hypotheses H1, H2, and H3, implying that small businesses in Vietnam adopt prospector or defender strategies when market competition is intense. However, only the prospector strategy leads these businesses to improve performance.

Figure 2
Research structural model

Mediating effects

A step-by-step analysis described by Zhao et al. (2010)Zhao, X., Lynch Jr, J.G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of consumer research, 37(2), 197-206. doi: 10.1086/651257
https://doi.org/10.1086/651257...
was used to evaluate the mediating effects, adding a direct path between market competition and the performance of small businesses.

First, the path between market competition and a prospector strategy was positively significant (β=0.275, p=0.007). Second, the path between prospector strategies and the performance of small businesses was also significant (β=0.313, p=0.001). Third, the indirect path (MCOM->PROS->BPER) was significant (β=0.086, p=0.039), and its confidence intervals were from 0.018 to 0.184, excluding zero. Such criteria suggest the mediating effects of prospector strategies on the link between market competition and the performance of small businesses (Preacher & Hayes, 2008Preacher, K.J., & Hayes, A.F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior research methods, 40(3), 879-891. doi: 10.3758/BRM.40.3.879
https://doi.org/10.3758/BRM.40.3.879...
). Finally, it is crucial to specify the type of mediation (Boyd et al., 2012Boyd, B.K., Takacs Haynes, K., Hitt, M.A., Bergh, D.D., & Ketchen Jr, D.J. (2012). Contingency hypotheses in strategic management research: Use, disuse, or misuse? Journal of Management, 38(1), 278-313. doi: 10.1177/0149206311418662
https://doi.org/10.1177/0149206311418662...
). Since there was no significance in the direct path between market competition and the performance of small businesses (β=-0.201, p=0.053), it is safe to conclude the full mediating effects of the prospector strategy (Zhao et al., 2010Zhao, X., Lynch Jr, J.G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of consumer research, 37(2), 197-206. doi: 10.1086/651257
https://doi.org/10.1086/651257...
). Therefore, hypothesis H5 was supported. It implies that the strategic fit between market competition and the prospector strategy helps small businesses in Vietnam improve their performance.

It is also noted that because there was no significance in the path between the defender strategy and the performance of small businesses, its mediating effects were not supported. Thus, hypothesis H6 was rejected.

DISCUSSIONS

The research offered insights into the use of strategic fit on small businesses in Vietnam. The results showed a positive link between the intensity of market competition and prospector and defender strategies. Thus, small businesses in Vietnam adopt prospector or defender strategies when the market competition is intense, corroborating Porter (1989)Porter, M.E. (1989). How competitive forces shape strategy. In D. Asch & C. Bowman (Eds.), Readings in strategic management (pp. 133-143). London: Palgrave. argument that competitive pressure drives businesses’ strategies.

The results also revealed a positive association between a prospector strategy and the performance of small businesses in Vietnam. According to this finding, when small businesses in Vietnam adopt prospector strategies, they improve their performance. This result is similar to previous studies. For example, Moore (2005)Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
found that retail organizations in the United States improve performance when adopting a prospector strategy. Also, Naranjo-Gil (2004)Naranjo-Gil, D. (2004). The role of sophisticated accounting system in strategy management. International Journal of Digital Accounting Research, 4(8), 125-144. doi: 10.4192/1577-8517-v4_5
https://doi.org/10.4192/1577-8517-v4_5...
observed that public hospitals in Spain increase organizational performance when choosing prospector strategies.

This study also indicated the insignificant relationship between defender strategies and small businesses’ performance. As a result, there are no mediating effects of the defender strategy on the relationship between market competition and small businesses’ performance, while there are mediating effects when they adopt prospector strategies. Thus, the effective strategic fit for small businesses in Vietnam when market competition is intense is the adoption of a prospector rather than a defender strategy. These findings are somewhat similar to Baack and Boggs (2008)Baack, D.W., & Boggs, D.J. (2008). The difficulties in using a cost leadership strategy in emerging markets. International Journal of Emerging Markets, 3(2), 125-139. doi: 10.1108/17468800810862605
https://doi.org/10.1108/1746880081086260...
, who borrows the generic framework to explain the effectiveness of differentiation and cost-leadership strategy in emerging markets. The strategic typology (Miles & Snow, 1978Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill.) and the generic framework (Porter, 1985Porter, M. (1985). Competitive Advantage: Creating and Sustaining Superior Performance. New York: The Free Press.) share similarities (Laugen, Boer, & Acur, 2006Laugen, B.T., Boer, H., & Acur, N. (2006). The new product development improvement motives and practices of Miles and Snow's prospectors, analysers and defenders. Creativity and Innovation Management, 15(1), 85-95. doi: 10.1111/j.1467-8691.2006.00371.x
https://doi.org/10.1111/j.1467-8691.2006...
, p. 86). The prospector strategy is similar to the differentiation strategy, while the defender strategy is similar to the cost-leadership strategy. These two authors suggested that multinational companies should not follow the cost-leadership strategy in emerging countries because it does not work well in such a context. Instead, they recommended the differentiation strategy to improve performance. One possible explanation is that emerging countries’ conditions differ from those observed in developed ones. Developing countries lack essential resources, infrastructure, demand, governmental controls, and require stabilities. Thus, businesses cannot significantly obtain a better performance solely through cost reduction (Arnold & Quelch, 1998Arnold, D.J., & Quelch, J.A. (1998). New strategies in emerging markets. MIT Sloan Management Review, 40(1), 7. Retrieved from https://sloanreview.mit.edu/article/new-strategies-in-emerging-markets
https://sloanreview.mit.edu/article/new-...
), which is the leveraging measure in the defender and cost-leadership strategy. This explanation may be sufficient to explain the insignificant relationship between defender strategy and performance.

In light of the findings, this study contributes to the literature fourfold. First, contingency theorists strongly suggested that the external environment significantly impacts strategic behavior. Recently, Tsai and Yang (2013)Tsai, K.-H., & Yang, S.-Y. (2013). Firm innovativeness and business performance: The joint moderating effects of market turbulence and competition. Industrial Marketing Management, 42(8), 1279-1294. doi: 10.1016/j.indmarman.2013.06.001
https://doi.org/10.1016/j.indmarman.2013...
and Prajogo (2016)Prajogo, D.I. (2016). The strategic fit between innovation strategies and business environment in delivering business performance. International Journal of Production Economics, 171, 241-249. doi: 10.1016/j.ijpe.2015.07.037
https://doi.org/10.1016/j.ijpe.2015.07.0...
found support from the contingency theory to propose a framework to assess strategic fit by examining strategy as a moderating element. However, Boyd et al. (2012)Boyd, B.K., Takacs Haynes, K., Hitt, M.A., Bergh, D.D., & Ketchen Jr, D.J. (2012). Contingency hypotheses in strategic management research: Use, disuse, or misuse? Journal of Management, 38(1), 278-313. doi: 10.1177/0149206311418662
https://doi.org/10.1177/0149206311418662...
reviewed strategic management studies and criticized that most contingency-based studies in this literature focus much on moderating rather than mediating effects. This study shows that the prospector strategy mediates market competition and performance. In this regard, it expands our current knowledge of strategic fit by addressing the strategy’s mediating role.

Second, the application of contingency theory in strategic management can mostly be found in studies on large businesses (Chung, Wang, & Huang, 2012Chung, H.F., Wang, C.L., & Huang, P.h. (2012). A contingency approach to international marketing strategy and decision-making structure among exporting firms. International Marketing Review, 29(1), 54-87. doi: 10.1108/02651331211201543
https://doi.org/10.1108/0265133121120154...
; Pertusa-Ortega, Molina-Azorín, & Claver-Cortés, 2010Pertusa-Ortega, E.M., Molina-Azorín, J.F., & Claver-Cortés, E. (2010). Competitive strategy, structure and firm performance. Management Decision, 48(8), 1282-1303. doi: 10.1108/00251741011076799
https://doi.org/10.1108/0025174101107679...
; Prajogo, 2016Prajogo, D.I. (2016). The strategic fit between innovation strategies and business environment in delivering business performance. International Journal of Production Economics, 171, 241-249. doi: 10.1016/j.ijpe.2015.07.037
https://doi.org/10.1016/j.ijpe.2015.07.0...
; Wu, Wu, Chen, & Goh, 2014Wu, T., Wu, Y.-C.J., Chen, Y.J., & Goh, M. (2014). Aligning supply chain strategy with corporate environmental strategy: A contingency approach. International Journal of Production Economics, 147, 220-229. doi: 10.1016/j.ijpe.2013.02.027
https://doi.org/10.1016/j.ijpe.2013.02.0...
). A lack of attention has been paid to applying this theory in examining strategic fit in small businesses. This hampers the generalizations of contingency theory in small businesses’ strategic management. This study borrows contingency theory to explain the effectiveness of strategic fit, contributing to the growing body of knowledge using contingency theory in the strategic management of small businesses (Gupta & Batra, 2016Gupta, V.K., & Batra, S. (2016). Entrepreneurial orientation and firm performance in Indian SMEs: Universal and contingency perspectives. International Small Business Journal, 34(5), 660-682. doi: 10.1177/0266242615577708
https://doi.org/10.1177/0266242615577708...
; Pratono, Al-Mashari, & Del Giudice, 2016Pratono, A.H., Al-Mashari, M., & Del Giudice, M. (2016). Strategic orientation and information technological turbulence: Contingency perspective in SMEs. Business Process Management Journal, 22(2), 368-382. doi: 10.1108/BPMJ-05-2015-0066
https://doi.org/10.1108/BPMJ-05-2015-006...
; Raymond & St-Pierre, 2013Raymond, L., & St-Pierre, J. (2013). Strategic capability configurations for the internationalization of SMEs: A study in equifinality. International Small Business Journal, 31(1), 82-102. doi: 10.1177/0266242610391325
https://doi.org/10.1177/0266242610391325...
).

Third, emerging economies are characterized by a rapid pace of economic development and government policies emphasizing the economic liberalization and adoption of a free-market system (Arnold & Quelch, 1998Arnold, D.J., & Quelch, J.A. (1998). New strategies in emerging markets. MIT Sloan Management Review, 40(1), 7. Retrieved from https://sloanreview.mit.edu/article/new-strategies-in-emerging-markets
https://sloanreview.mit.edu/article/new-...
). Therefore, several unique characteristics, which cannot be found in developed economies, may challenge strategic management literature used to explain the strategic behavior of organizations in emerging countries (Crittenden & Crittenden, 2010Crittenden, V.L., & Crittenden, W.F. (2010). Strategic management in emerging economies: A research agenda. Organizations and Markets in Emerging Economies, 1(1), 9-23. doi: 10.15388/omee.2010.1.1.14303
https://doi.org/10.15388/omee.2010.1.1.1...
; Venkateswaran & Ojha, 2017Venkateswaran, R.T., & Ojha, A.K. (2017). Strategic management research on emerging economies. Critical Perspectives On International Business, 13(3), 204-225. doi: 10.1108/cpoib-05-2016-0012
https://doi.org/10.1108/cpoib-05-2016-00...
; Wright et al., 2005Wright, M., Filatotchev, I., Hoskisson, R.E., & Peng, M.W. (2005). Strategy research in emerging economies: Challenging the conventional wisdom. Journal of Management Studies, 42(1), 1-33. doi: 10.1111/j.1467-6486.2005.00487.x
https://doi.org/10.1111/j.1467-6486.2005...
). One reason is that strategic management literature is built mostly from data collected in developed countries. This study shows that the strategic fit of the defender strategy does not help small businesses to improve performance. Thus, the research expands our understanding of how and why the emerging countries’ unique characteristics cancel the effectiveness of the defender strategy.

Fourth, this study overcomes the limitations of prior research regarding the use of single-item constructs. Recent studies (Ishaq & Hussain, 2016Ishaq, M.I., & Hussain, N.M. (2016). Creative marketing strategy and effective execution on performance in Pakistan. RAE-Revista de Administração de Empresas, 56(6), 668-679. doi: 10.1590/S0034-759020160608
https://doi.org/10.1590/S0034-7590201606...
; Park, 2016Park, R. (2016). Autonomy and citizenship behavior: a moderated mediation model. Journal of Managerial Psychology, 31(1), 280-229. doi: 10.1108/JMP-01-2014-0028
https://doi.org/10.1108/JMP-01-2014-0028...
) used single-item constructs to measure strategic behavior, even though this practice has been criticized in the literature (Bergkvist & Rossiter, 2007Bergkvist, L., & Rossiter, J.R. (2007). The predictive validity of multiple-item versus single-item measures of the same constructs. Journal of marketing Marketing researchResearch, 44(2), 175-184. doi: 10.1509/jmkr.44.2.175
https://doi.org/10.1509/jmkr.44.2.175...
; Kline, 2015Kline, R.B. (2015). Principles and practice of structural equation modeling. New York: Guilford publications.; Nunnally, 1978Nunnally, J.C. (1978). Psychometric Theory (2nd Ed.). New York: McGraw-Hill.). In SEM analysis, the use of single-item constructs leads to identification and convergence issues, which decreases the constructs’ validity. In this sense, Sarstedt, Diamantopoulos, and Salzberger (2016)Sarstedt, M., Diamantopoulos, A., & Salzberger, T. (2016). Should we use single items? Better not. Journal of Business Research, 69(8), 3199-3203. doi: 10.1016/j.jbusres.2016.02.040
https://doi.org/10.1016/j.jbusres.2016.0...
strongly opposed this use in business research. This study seems to overcome this limitation by adapting the instruments from Moore (2005)Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
https://doi.org/10.1016/j.jbusres.2003.0...
to operationalize variables such as prospector and defender strategies.

CONCLUSION

This study aimed to gain insight into the effectiveness of strategic fit of small businesses in Vietnam in a context of intense market competition. The research was grounded on the contingency theory, the environment-strategy-performance paradigm, and the strategic typology of Miles and Snow (1978)Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill.. The proposal put forward is that the fit between market competition and the prospector or defender strategies improves small businesses’ performance in Vietnam. The results suggest that only the fit between market competition and the prospector strategy improves performance.

The results are interpreted with the following caveats. First, due to the use of convenience sampling, this study collects data only from small businesses in Can Tho city. Thus, the generalization of the findings to other areas of Vietnam should be cautious. Second, the absence of a pilot test may pose a bias to the findings. However, the degree of bias is small because two small business owners carefully examined the questionnaire before sending it to respondents. Third, the use of cross-sectional data may be limited regarding causality since it can represent a snapshot of the variables used in the research model at the moment of data collection.

Despite these limitations, the findings open an avenue for future research. First, the strategic typology of Miles and Snow (1978)Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill. used in this study is one of the strategic frameworks. The generic framework from Porter (1985)Porter, M. (1985). Competitive Advantage: Creating and Sustaining Superior Performance. New York: The Free Press. is another structure, and it presents similarities with the one developed by Miles and Snow (1978)Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill. (Laugen et al., 2006Laugen, B.T., Boer, H., & Acur, N. (2006). The new product development improvement motives and practices of Miles and Snow's prospectors, analysers and defenders. Creativity and Innovation Management, 15(1), 85-95. doi: 10.1111/j.1467-8691.2006.00371.x
https://doi.org/10.1111/j.1467-8691.2006...
, p. 86). Particularly, defender strategy is similar to cost-leadership strategy while prospector strategy is similar to differentiation strategy. In this regard, future studies should examine whether the alignment between market competition, cost-leadership, and differentiation strategy improves performance. Second, previous studies suggest several types of competition (Chaganti et al., 1989Chaganti, R., Chaganti, R., & Mahajan, V. (1989). Profitable small business strategies under different types of competition. Entrepreneurship Theory and Practice, 13(3), 21-36. doi: 10.1177/104225878901300304
https://doi.org/10.1177/1042258789013003...
; Khandwalla, 1981Khandwalla, P.N. (1981). Properties of competing organizations. Handbook of organizational design, 1, 409-432.; Krishnan, 2005Krishnan, R. (2005). The effect of changes in regulation and competition on firms' demand for accounting information. The Accounting Review, 80(1), 269-287. doi: 10.2308/accr.2005.80.1.269
https://doi.org/10.2308/accr.2005.80.1.2...
). Thus, future studies should evaluate the impact of strategic fit between each type of competition and strategic behavior on performance. Third, because this study only focuses on the alignment between external environment and strategy, future studies should include variables approaching the organizations’ internal characteristics. For example, a fruitful avenue is to focus on innovative variables such as innovation capability and innovative culture while examining the effectiveness of the strategic fit by adopting the prospector strategy since this strategic behavior strongly relies on innovation (Dev & Brown, 1990Dev, C.S., & Brown, J.R. (1990). Franchising and other operating arrangements in the lodging industry: a strategic comparison. Hospitality Research Journal, 14(3), 23-41. doi: 10.1177/109634809101400304
https://doi.org/10.1177/1096348091014003...
). Finally, future studies should use longitudinal data to overcome the limitation of using cross-sectional data.

REFERENCES

  • Acquaah, M. (2007). Managerial social capital, strategic orientation, and organizational performance in an emerging economy. Strategic management journal, 28(12), 1235-1255. doi: 10.1002/smj.632
    » https://doi.org/10.1002/smj.632
  • Ali, F., Rasoolimanesh, S.M., Sarstedt, M., Ringle, C.M., & Ryu, K. (2018). An assessment of the use of partial least squares structural equation modeling (PLS-SEM) in hospitality research. International Journal of Contemporary Hospitality Management, 30(1), 514-538. doi: 10.1108/IJCHM-10-2016-0568
    » https://doi.org/10.1108/IJCHM-10-2016-0568
  • Arnold, D.J., & Quelch, J.A. (1998). New strategies in emerging markets. MIT Sloan Management Review, 40(1), 7. Retrieved from https://sloanreview.mit.edu/article/new-strategies-in-emerging-markets
    » https://sloanreview.mit.edu/article/new-strategies-in-emerging-markets
  • Baack, D.W., & Boggs, D.J. (2008). The difficulties in using a cost leadership strategy in emerging markets. International Journal of Emerging Markets, 3(2), 125-139. doi: 10.1108/17468800810862605
    » https://doi.org/10.1108/17468800810862605
  • Baik, B., Chae, J., Choi, S., & Farber, D.B. (2013). Changes in operational efficiency and firm performance: A frontier analysis approach. Contemporary Accounting Research, 30(3), 996-1026. doi: 10.1111/j.1911-3846.2012.01179.x
    » https://doi.org/10.1111/j.1911-3846.2012.01179.x
  • Bergkvist, L., & Rossiter, J.R. (2007). The predictive validity of multiple-item versus single-item measures of the same constructs. Journal of marketing Marketing researchResearch, 44(2), 175-184. doi: 10.1509/jmkr.44.2.175
    » https://doi.org/10.1509/jmkr.44.2.175
  • Boyd, B.K., Takacs Haynes, K., Hitt, M.A., Bergh, D.D., & Ketchen Jr, D.J. (2012). Contingency hypotheses in strategic management research: Use, disuse, or misuse? Journal of Management, 38(1), 278-313. doi: 10.1177/0149206311418662
    » https://doi.org/10.1177/0149206311418662
  • Can Tho Statistical Office. (2020). Cantho City Statiscal Statistical Yearbook 2019 Can Tho city, Vietnam: Statistical Publishing House.
  • Cassel, C., Hackl, P., & Westlund, A.H. (1999). Robustness of partial least-squares method for estimating latent variable quality structures. Journal of Aapplied Sstatistics, 26(4), 435-446. doi: 10.1080/02664769922322
    » https://doi.org/10.1080/02664769922322
  • Chaganti, R., Chaganti, R., & Mahajan, V. (1989). Profitable small business strategies under different types of competition. Entrepreneurship Theory and Practice, 13(3), 21-36. doi: 10.1177/104225878901300304
    » https://doi.org/10.1177/104225878901300304
  • Chen, J.-S., & Tsou, H.-T. (2012). Performance effects of IT capability, service process innovation, and the mediating role of customer service. Journal of Engineering and Technology Management, 29(1), 71-94. doi: 10.1016/j.jengtecman.2011.09.007
    » https://doi.org/10.1016/j.jengtecman.2011.09.007
  • Child, J. (1972). Organizational structure, environment and performance: The role of strategic choice. Sociology, 6(1), 1-22. doi: /10.1177/003803857200600101
    » https://doi.org/10.1177/003803857200600101
  • Chin, W.W. (1998). The partial least squares approach to structural equation modeling. Modern methods for business research, 295(2), 295-336. Retrieved from https://psycnet.apa.org/record/1998-07269-010
    » https://psycnet.apa.org/record/1998-07269-010
  • Chung, H.F., Wang, C.L., & Huang, P.h. (2012). A contingency approach to international marketing strategy and decision-making structure among exporting firms. International Marketing Review, 29(1), 54-87. doi: 10.1108/02651331211201543
    » https://doi.org/10.1108/02651331211201543
  • Cohen, W.M., & Levin, R.C. (1989). Empirical studies of innovation and market structure. Handbook of industrial organization, 2, 1059-1107. doi: 10.1016/S1573-448X(89)02006-6
    » https://doi.org/10.1016/S1573-448X(89)02006-6
  • Crittenden, V.L., & Crittenden, W.F. (2010). Strategic management in emerging economies: A research agenda. Organizations and Markets in Emerging Economies, 1(1), 9-23. doi: 10.15388/omee.2010.1.1.14303
    » https://doi.org/10.15388/omee.2010.1.1.14303
  • Damanpour, F., & Gopalakrishnan, S. (2001). The dynamics of the adoption of product and process innovations in organizations. Journal of Management Studies, 38(1), 45-65. doi: 10.1111/1467-6486.00227
    » https://doi.org/10.1111/1467-6486.00227
  • Deshpandé, R., Grinstein, A., & Ofek, E. (2012). Strategic orientations in a competitive context: The role of strategic orientation differentiation. Marketing Letters, 23(3), 629-643. doi: 10.1007/s11002-012-9167-4
    » https://doi.org/10.1007/s11002-012-9167-4
  • Dess, G.G., & Robinson Jr, R.B. (1984). Measuring organizational performance in the absence of objective measures: the case of the privately-held firm and conglomerate business unit. Strategic management journal, 5(3), 265-273. doi: 10.1002/smj.4250050306
    » https://doi.org/10.1002/smj.4250050306
  • Dev, C.S., & Brown, J.R. (1990). Franchising and other operating arrangements in the lodging industry: a strategic comparison. Hospitality Research Journal, 14(3), 23-41. doi: 10.1177/109634809101400304
    » https://doi.org/10.1177/109634809101400304
  • Donaldson, L. (2001). The contingency theory of organizations Thousan Thousand Oaks, California: Sage.
  • Donaldson, L. (2006). The contingency theory of organizational design: challenges and opportunities In Organization design (pp. 19-40). Boston: Springer.
  • Drazin, R., & Van de Ven, A.H. (1985). Alternative forms of fit in contingency theory. Administrative science quarterly, 30(4), 514-539. doi: 10.2307/2392695
    » https://doi.org/10.2307/2392695
  • Ebben, J.J., & Johnson, A.C. (2005). Efficiency, flexibility, or both? Evidence linking strategy to performance in small firms. Strategic management journal, 26(13), 1249-1259. doi: 10.1002/smj.503
    » https://doi.org/10.1002/smj.503
  • Fabrigar, L.R., Wegener, D.T., MacCallum, R.C., & Strahan, E.J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological methods, 4(3), 272. doi: 10.1037/1082-989X.4.3.272
    » https://doi.org/10.1037/1082-989X.4.3.272
  • Fornell, C., & Larcker, D.F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. doi: 10.2307/3151312
    » https://doi.org/10.2307/3151312
  • Galbraith, J.R., & Nathanson, D.A. (1978). Strategy implementation: The role of structure and process Boston: West Publishing Company
  • Geisser, S. (1974). A predictive approach to the random effect model. Biometrika, 61(1), 101-107. doi: 10.1093/biomet/61.1.101
    » https://doi.org/10.1093/biomet/61.1.101
  • Gopalakrishnan, S., & Damanpour, F. (1997). A review of innovation research in economics, sociology and technology management. Omega, 25(1), 15-28. doi: 10.1016/S0305-0483(96)00043-6
    » https://doi.org/10.1016/S0305-0483(96)00043-6
  • Grewal, R., & Tansuhaj, P. (2001). Building organizational capabilities for managing economic crisis: The role of market orientation and strategic flexibility. Journal of Marketing, 65(2), 67-80. doi: 10.1509/jmkg.65.2.67.18259
    » https://doi.org/10.1509/jmkg.65.2.67.18259
  • Gupta, V.K., & Batra, S. (2016). Entrepreneurial orientation and firm performance in Indian SMEs: Universal and contingency perspectives. International Small Business Journal, 34(5), 660-682. doi: 10.1177/0266242615577708
    » https://doi.org/10.1177/0266242615577708
  • Hair, J.F., Black, B., & Babin, B.A. (2006). Multivariate data analysis (Vol. 6). Upper Saddle River: Pearson Prentice Hall.
  • Hair, J. F., Hult, G.T.M., Ringle, C.M., Sarstedt, M., & Thiele, K.O. (2017). Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods. Journal of the Academy of Marketing Science, 45(5), 616-632. doi: 10.1007/s11747-017-0517-x
    » https://doi.org/10.1007/s11747-017-0517-x
  • Hair, J. F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. doi: 10.2753/MTP1069-6679190202
    » https://doi.org/10.2753/MTP1069-6679190202
  • Henseler, J., Ringle, C.M., & Sinkovics, R.R. (2009). The use of partial least squares path modeling in international marketing. In R. R. Sinkovics & P. N. Ghauri (Eds.), New challenges to international marketing (pp. 277-319). Bingley: Emerald Group Publishing Limited.
  • Hitt, M.A., Boyd, B.K., & Li, D. (2004). The state of strategic management research and a vision of the future. Research methodology in strategy and management, 1, 1-31. doi: 10.1016/S1479-8387(04)01101-4
    » https://doi.org/10.1016/S1479-8387(04)01101-4
  • Hoque, Z. (2004). A contingency model of the association between strategy, environmental uncertainty and performance measurement: impact on organizational performance. International Business Review, 13(4), 485-502. doi: 10.1016/j.ibusrev.2004.04.003
    » https://doi.org/10.1016/j.ibusrev.2004.04.003
  • Ishaq, M.I., & Hussain, N.M. (2016). Creative marketing strategy and effective execution on performance in Pakistan. RAE-Revista de Administração de Empresas, 56(6), 668-679. doi: 10.1590/S0034-759020160608
    » https://doi.org/10.1590/S0034-759020160608
  • Jarvis, R., Curran, J., Kitching, J., & Lightfoot, G. (2000). The use of quantitative and qualitative criteria in the measurement of performance in small firms. Journal of Small Business And Enterprise Development, 7(2), 123-134. doi: 10.1108/EUM0000000006834
    » https://doi.org/10.1108/EUM0000000006834
  • Kald, M., Nilsson, F., & Rapp, B. (2000). On strategy and management control: the importance of classifying the strategy of the business. British Journal of Management, 11(3), 197-212. doi: 10.1111/1467-8551.00161
    » https://doi.org/10.1111/1467-8551.00161
  • Khandwalla, P.N. (1972). The effect of different types of competition on the use of management controls. Journal of Accounting Research, 10(2), 275-285. doi: 10.2307/2490009
    » https://doi.org/10.2307/2490009
  • Khandwalla, P.N. (1981). Properties of competing organizations Handbook of organizational design, 1, 409-432.
  • Kickul, J., & Gundry, L. (2002). Prospecting for strategic advantage: The proactive entrepreneurial personality and small firm innovation. Journal of Small Business Management, 40(2), 85-97. doi: 10.1111/1540-627X.00042
    » https://doi.org/10.1111/1540-627X.00042
  • Kikuchi, T., Yanagida, K., & Vo, H. (2018). The effects of mega-regional trade agreements on Vietnam. Journal of Asian Economics, 55, 4-19. doi: 10.1016/j.asieco.2017.12.005
    » https://doi.org/10.1016/j.asieco.2017.12.005
  • Kline, R.B. (2015). Principles and practice of structural equation modeling New York: Guilford publications.
  • Knot, J.M.C., Van den Ende, J.C., & Vergragt, P.J. (2001). Flexibility strategies for sustainable technology development. Technovation, 21(6), 335-343. doi: 10.1016/S0166-4972(00)00049-3
    » https://doi.org/10.1016/S0166-4972(00)00049-3
  • Koçak, A., & Edwards, V. (2005). Independence and co-operation among small businesses. International Journal of Entrepreneurial Behavior & Research, 11(3), 186-200. doi: 10.1108/13552550510598781
    » https://doi.org/10.1108/13552550510598781
  • Kokko, A., & Thang, T.T. (2014). Foreign direct investment and the survival of domestic private firms in Viet Nam. Asian Development Review, 31(1), 53-91. doi: 10.1162/ADEV_a_00025
    » https://doi.org/10.1162/ADEV_a_00025
  • Koushan, D. (2017). Facilitating SME Growth in Vietnam Retrieved from https://www.vietnam-briefing.com/news/facilitating-sme-growth-vietnam.html/
    » https://www.vietnam-briefing.com/news/facilitating-sme-growth-vietnam.html/
  • Krishnan, R. (2005). The effect of changes in regulation and competition on firms' demand for accounting information. The Accounting Review, 80(1), 269-287. doi: 10.2308/accr.2005.80.1.269
    » https://doi.org/10.2308/accr.2005.80.1.269
  • Laugen, B.T., Boer, H., & Acur, N. (2006). The new product development improvement motives and practices of Miles and Snow's prospectors, analysers and defenders. Creativity and Innovation Management, 15(1), 85-95. doi: 10.1111/j.1467-8691.2006.00371.x
    » https://doi.org/10.1111/j.1467-8691.2006.00371.x
  • Le, M.-D., Pieri, F., & Zaninotto, E. (2019). From central planning towards a market economy: The role of ownership and competition in Vietnamese firms’ productivity. Journal of Comparative Economics, 47(3), 693-716. doi: 10.1016/j.jce.2019.04.002
    » https://doi.org/10.1016/j.jce.2019.04.002
  • Lieberman, M.B., & Montgomery, D.B. (1988). First-mover advantages. Strategic Management Journal, 9(S1), 41-58. doi: 10.1002/smj.4250090706
    » https://doi.org/10.1002/smj.4250090706
  • Lindell, M.K., & Whitney, D.J. (2001). Accounting for common method variance in cross-sectional research designs. Journal of Applied Psychology, 86(1), 114. doi: 10.1037/0021-9010.86.1.114
    » https://doi.org/10.1037/0021-9010.86.1.114
  • Lindow, C.M. (2013). A strategic fit perspective on family firm performance Wiesbaden: Springer.
  • Mia, L., & Clarke, B. (1999). Market competition, management accounting systems and business unit performance. Management Accounting Research, 10(2), 137-158. doi: 10.1006/mare.1998.0097
    » https://doi.org/10.1006/mare.1998.0097
  • Miles, R.E., & Snow, C.C. (1978). Organizational strategy, structure, and process (Vol. 3). London: McGraw Hill.
  • Miller, D. (1992). Environmental fit versus internal fit. Organization Science, 3(2), 159-178. doi: 10.1287/orsc.3.2.159
    » https://doi.org/10.1287/orsc.3.2.159
  • Miller, D., & Friesen, P.H. (1983). Strategy-making and environment: the third link. Strategic Management Journal, 4(3), 221-235. doi: 10.1002/smj.4250040304
    » https://doi.org/10.1002/smj.4250040304
  • Mintzberg, H. (1973). Strategy-making in three modes. California Management Review, 16(2), 44-53. doi: 10.2307/41164491
    » https://doi.org/10.2307/41164491
  • Moore, M. (2005). Towards a confirmatory model of retail strategy types: an empirical test of Miles and Snow. Journal of Business Research, 58(5), 696-704. doi: 10.1016/j.jbusres.2003.09.004
    » https://doi.org/10.1016/j.jbusres.2003.09.004
  • Naranjo-Gil, D. (2004). The role of sophisticated accounting system in strategy management. International Journal of Digital Accounting Research, 4(8), 125-144. doi: 10.4192/1577-8517-v4_5
    » https://doi.org/10.4192/1577-8517-v4_5
  • Nooteboom, B. (1994). Innovation and diffusion in small firms: theory and evidence. Small Business Economics, 6(5), 327-347. doi: 10.1007/BF01065137
    » https://doi.org/10.1007/BF01065137
  • Nunnally, J.C. (1978). Psychometric Theory (2nd Ed.). New York: McGraw-Hill.
  • O'cass, A., & Ngo, L.V. (2007). Balancing external adaptation and internal effectiveness: Achieving better brand performance. Journal of Business Research, 60(1), 11-20. doi: 10.1016/j.jbusres.2006.08.003
    » https://doi.org/10.1016/j.jbusres.2006.08.003
  • Park, R. (2016). Autonomy and citizenship behavior: a moderated mediation model. Journal of Managerial Psychology, 31(1), 280-229. doi: 10.1108/JMP-01-2014-0028
    » https://doi.org/10.1108/JMP-01-2014-0028
  • Parnell, J.A. (2010). Strategic clarity, business strategy and performance. Journal of Strategy and Management, 3(4), 304-324. doi: 10.1108/17554251011092683
    » https://doi.org/10.1108/17554251011092683
  • Pehrsson, A. (2016). Firm’s strategic orientation, market context, and performance. European Business Review, 28(4), 378-404. doi: 10.1108/EBR-11-2015-0142
    » https://doi.org/10.1108/EBR-11-2015-0142
  • Pelham, A., & Wilson, D. (1995). A longitudinal study of the impact of market structure, strategy, and market orientation on small-firm business performance. Journal of the Academy of Marketing Science, 24(1), 27-44. doi: 10.1007/BF02893935
    » https://doi.org/10.1007/BF02893935
  • Pertusa-Ortega, E.M., Molina-Azorín, J.F., & Claver-Cortés, E. (2010). Competitive strategy, structure and firm performance. Management Decision, 48(8), 1282-1303. doi: 10.1108/00251741011076799
    » https://doi.org/10.1108/00251741011076799
  • Podsakoff, P.M., MacKenzie, S.B., Lee, J.-Y., & Podsakoff, N.P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879. doi: 10.1037/0021-9010.88.5.879
    » https://doi.org/10.1037/0021-9010.88.5.879
  • Podsakoff, P.M., & Organ, D.W. (1986). Self-reports in organizational research: Problems and prospects. Journal of management Management, 12(4), 531-544. doi: 10.1177/014920638601200408
    » https://doi.org/10.1177/014920638601200408
  • Porter, M. (1985). Competitive Advantage: Creating and Sustaining Superior Performance New York: The Free Press.
  • Porter, M. (1996). What is strategy? Harvard Business Review, 74(6), 61-78. Retrieved from https://hbr.org/1996/11/what-is-strategy
    » https://hbr.org/1996/11/what-is-strategy
  • Porter, M.E. (1989). How competitive forces shape strategy. In D. Asch & C. Bowman (Eds.), Readings in strategic management (pp. 133-143). London: Palgrave.
  • Prajogo, D.I. (2016). The strategic fit between innovation strategies and business environment in delivering business performance. International Journal of Production Economics, 171, 241-249. doi: 10.1016/j.ijpe.2015.07.037
    » https://doi.org/10.1016/j.ijpe.2015.07.037
  • Prajogo, D.I., McDermott, C.M., & McDermott, M.A. (2013). Innovation orientations and their effects on business performance: contrasting small-and medium-sized service firms. R&D Management, 43(5), 486-500. doi: 10.1111/radm.12027
    » https://doi.org/10.1111/radm.12027
  • Pratono, A.H., Al-Mashari, M., & Del Giudice, M. (2016). Strategic orientation and information technological turbulence: Contingency perspective in SMEs. Business Process Management Journal, 22(2), 368-382. doi: 10.1108/BPMJ-05-2015-0066
    » https://doi.org/10.1108/BPMJ-05-2015-0066
  • Preacher, K.J., & Hayes, A.F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior research methods, 40(3), 879-891. doi: 10.3758/BRM.40.3.879
    » https://doi.org/10.3758/BRM.40.3.879
  • Raymond, L., & St-Pierre, J. (2013). Strategic capability configurations for the internationalization of SMEs: A study in equifinality. International Small Business Journal, 31(1), 82-102. doi: 10.1177/0266242610391325
    » https://doi.org/10.1177/0266242610391325
  • Roxas, B., Ashill, N., & Chadee, D. (2017). Effects of entrepreneurial and environmental sustainability orientations on firm performance: A study of small businesses in the Philippines. Journal Of Small Business Management, 55, 163-178. doi: 10.1111/jsbm.12259
    » https://doi.org/10.1111/jsbm.12259
  • Rugman, A.M., & Verbeke, A. (1998). Corporate strategies and environmental regulations: An organizing framework. Strategic Management Journal, 19(4), 363-375. doi: 10.1002/(SICI)1097-0266(199804)19:4%3C363::AID-SMJ974%3E3.0.CO;2-H
    » https://doi.org/10.1002/(SICI)1097-0266(199804)19:4%3C363::AID-SMJ974%3E3.0.CO;2-H
  • Rust, R.T., Moorman, C., & Dickson, P.R. (2002). Getting return on quality: revenue expansion, cost reduction, or both? Journal of Marketing, 66(4), 7-24. doi: 10.1509/jmkg.66.4.7.18515
    » https://doi.org/10.1509/jmkg.66.4.7.18515
  • Santos-Vijande, M.L., & Álvarez-González, L.I. (2007). Innovativeness and organizational innovation in total quality oriented firms: The moderating role of market turbulence. Technovation, 27(9), 514-532. doi: 10.1016/j.technovation.2007.05.014
    » https://doi.org/10.1016/j.technovation.2007.05.014
  • Sapienza, H.J., Smith, K.G., & Gannon, M.J. (1988). Using subjective evaluations of organizational performance in small business research. American Journal of Small Business, 12(3), 45-54. doi: 10.1177/104225878801200304
    » https://doi.org/10.1177/104225878801200304
  • Sarstedt, M., Diamantopoulos, A., & Salzberger, T. (2016). Should we use single items? Better not. Journal of Business Research, 69(8), 3199-3203. doi: 10.1016/j.jbusres.2016.02.040
    » https://doi.org/10.1016/j.jbusres.2016.02.040
  • Sarstedt, M., Ringle, C.M., Smith, D., Reams, R., & Hair Jr, J.F. (2014). Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers. Journal Of Family Business Strategy, 5(1), 105-115. doi: 10.1016/j.jfbs.2014.01.002
    » https://doi.org/10.1016/j.jfbs.2014.01.002
  • Slater, S.F., & Narver, J.C. (1993). Product-market strategy and performance: an analysis of the Miles and Snow strategy types. European Journal of Marketing, 27(10), 33-51. doi: 10.1108/03090569310045870
    » https://doi.org/10.1108/03090569310045870
  • Speklé, R.F., & Widener, S.K. (2018). Challenging issues in survey research: Discussion and suggestions. Journal of Management Accounting Research, 30(2), 3-21. doi: 10.2308/jmar-51860
    » https://doi.org/10.2308/jmar-51860
  • Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society: Series B (Methodological), 36(2), 111-133. doi: 10.1111/j.2517-6161.1974.tb00994.x
    » https://doi.org/10.1111/j.2517-6161.1974.tb00994.x
  • Tsai, K.-H., & Yang, S.-Y. (2013). Firm innovativeness and business performance: The joint moderating effects of market turbulence and competition. Industrial Marketing Management, 42(8), 1279-1294. doi: 10.1016/j.indmarman.2013.06.001
    » https://doi.org/10.1016/j.indmarman.2013.06.001
  • Tymon Jr, W.G., Stout, D.E., & Shaw, K.N. (1998). Critical analysis and recommendations regarding the role of perceived environmental uncertainty in behavioral accounting research. Behavioral Research in accountingAccounting, 10, 23. doi: 10.1016/S1474-7979(01)04067-4
    » https://doi.org/10.1016/S1474-7979(01)04067-4
  • Venkateswaran, R.T., & Ojha, A.K. (2017). Strategic management research on emerging economies. Critical Perspectives On International Business, 13(3), 204-225. doi: 10.1108/cpoib-05-2016-0012
    » https://doi.org/10.1108/cpoib-05-2016-0012
  • Venkatraman, N. (1989). The concept of fit in strategy research: Toward verbal and statistical correspondence. Academy of Management Review, 14(3), 423-444. doi: 10.5465/amr.1989.4279078
    » https://doi.org/10.5465/amr.1989.4279078
  • Venkatraman, N., & Camillus, J.C. (1984). Exploring the concept of “fit” in strategic management. Academy of Management Review, 9(3), 513-525. doi: 10.5465/amr.1984.4279696
    » https://doi.org/10.5465/amr.1984.4279696
  • Vietnam National Assembly. (2018). Decreee Decree 39/2018/ND-CP - Guidelines for Law on Support for Small and Medium-Sized Enterprises Hanoi, Vietnam Retrieved from https://drive.google.com/file/d/1pOaI7FrkZVrKJ4KbKp7mZJaReka1OdsR/view
    » https://drive.google.com/file/d/1pOaI7FrkZVrKJ4KbKp7mZJaReka1OdsR/view
  • Vincent, L.H., Bharadwaj, S.G., & Challagalla, G.N. (2004). Does innovation mediate firm performance?: A meta-analysis of determinants and consequences of organizational innovation. Working paper. Georgia Institute of Technology. Atlanta, GA.
  • Walker, R.M. (2013). Strategic management and performance in public organizations: findings from the Miles and Snow framework. Public Administration Review, 73(5), 675-685. doi: 10.1111/puar.12073
    » https://doi.org/10.1111/puar.12073
  • Wright, M., Filatotchev, I., Hoskisson, R.E., & Peng, M.W. (2005). Strategy research in emerging economies: Challenging the conventional wisdom. Journal of Management Studies, 42(1), 1-33. doi: 10.1111/j.1467-6486.2005.00487.x
    » https://doi.org/10.1111/j.1467-6486.2005.00487.x
  • Wu, T., Wu, Y.-C.J., Chen, Y.J., & Goh, M. (2014). Aligning supply chain strategy with corporate environmental strategy: A contingency approach. International Journal of Production Economics, 147, 220-229. doi: 10.1016/j.ijpe.2013.02.027
    » https://doi.org/10.1016/j.ijpe.2013.02.027
  • Zhao, X., Lynch Jr, J.G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of consumer research, 37(2), 197-206. doi: 10.1086/651257
    » https://doi.org/10.1086/651257

Publication Dates

  • Publication in this collection
    04 Nov 2022
  • Date of issue
    2022

History

  • Received
    27 Oct 2021
  • Accepted
    28 Mar 2022
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