Entrepreneurial Orientation, Market Orientation, and Performance in Manufacturing SMEs
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Page 1
Entrepreneurial Orientation, Market Orientation, and Performance in Manufacturing SMEs
1
ENTREPRENEURIAL ORIENTATION, MARKET ORIENTATION, AND
PERFORMANCE IN MANUFACTURING SMES
Ricardo Gouveia Rodrigues (rgrodrigues@ubi.pt)
University of Beira Interior, Department of Business and Economics, Research Unit NECE
Estrada do Sineiro, 6200-209 COVILHÃ, PORTUGAL
ABSTRACT
Marketing and entrepreneurship are two different disciplines in the business research areas.
In the marketing field, for long years it was not possible to study the link between the firms using
marketing and their performance. But the works of Kohli, Jaworski and Kumar (1993) and
Narver and Slater (1990) came up with alternative scales to measure market orientation, thus
allowing quantifying the level of the firms’ orientation towards marketing.
On the other way, authors like Covin and Morgan (1999), Covin and Slevin (1991) or Miller and
Friesen (1983) searched for the link between corporate entrepreneurship and business
performance, proposing the concept of entrepreneurial orientation and a scale to measure it.
Since the proposal of both concepts, several studies looked for the link between market
orientation and performance, and for the link between entrepreneurial orientation and
performance.
But little has been done to connect the concepts of market orientation, entrepreneurial orientation
and performance.
The aim of this paper is to propose and test a structural equations model which includes the
relationship among market orientation, entrepreneurial orientation and business performance.
The results show no direct relationship between either entrepreneurial orientation or market
orientation and economic results. Entrepreneurial orientation has a direct positive effect on
market share, but market orientation doesn’t. Both entrepreneurial and market orientation have a
direct effect on new product success. New product development is both an entrepreneurial
activity and a marketing activity, so this result strengths the relationship between marketing and
entrepreneurship.
Moreover, entrepreneurship has a positive direct impact on market orientation. This suggests that
entrepreneurship is an antecedent of marketing, and that being entrepreneur make firms pay more
attention to their markets.
ENTREPRENEURIAL ORIENTATION, MARKET ORIENTATION, AND
PERFORMANCE IN MANUFACTURING SMES
Ricardo Gouveia Rodrigues (rgrodrigues@ubi.pt)
University of Beira Interior, Department of Business and Economics, Research Unit NECE
Estrada do Sineiro, 6200-209 COVILHÃ, PORTUGAL
ABSTRACT
Marketing and entrepreneurship are two different disciplines in the business research areas.
In the marketing field, for long years it was not possible to study the link between the firms using
marketing and their performance. But the works of Kohli, Jaworski and Kumar (1993) and
Narver and Slater (1990) came up with alternative scales to measure market orientation, thus
allowing quantifying the level of the firms’ orientation towards marketing.
On the other way, authors like Covin and Morgan (1999), Covin and Slevin (1991) or Miller and
Friesen (1983) searched for the link between corporate entrepreneurship and business
performance, proposing the concept of entrepreneurial orientation and a scale to measure it.
Since the proposal of both concepts, several studies looked for the link between market
orientation and performance, and for the link between entrepreneurial orientation and
performance.
But little has been done to connect the concepts of market orientation, entrepreneurial orientation
and performance.
The aim of this paper is to propose and test a structural equations model which includes the
relationship among market orientation, entrepreneurial orientation and business performance.
The results show no direct relationship between either entrepreneurial orientation or market
orientation and economic results. Entrepreneurial orientation has a direct positive effect on
market share, but market orientation doesn’t. Both entrepreneurial and market orientation have a
direct effect on new product success. New product development is both an entrepreneurial
activity and a marketing activity, so this result strengths the relationship between marketing and
entrepreneurship.
Moreover, entrepreneurship has a positive direct impact on market orientation. This suggests that
entrepreneurship is an antecedent of marketing, and that being entrepreneur make firms pay more
attention to their markets.
Page 2
2
INTRODUCTION
Marketing and entrepreneurship are two different disciplines in the business research areas.
In the marketing field, for long years it was not possible to study the link between the firms using
marketing and their performance. But the works of Kohli, Jaworski and Kumar (1993) and
Narver and Slater (1990) came up with alternative scales to measure market orientation, thus
allowing to quantify the level of the firms’ orientation towards marketing.
On the other way, authors like Covin and Morgan (1999), Covin and Slevin (1991) or Miller and
Friesen (1983) searched for the link between corporate entrepreneurship and business
performance, proposing the concept of entrepreneurial orientation and a scale to measure it.
Since the proposal of both concepts, several studies looked for the link between market
orientation and performance, and for the link between entrepreneurial orientation and
performance.
But little has been done to connect the concepts of market orientation, entrepreneurial orientation
and performance.
The aim of this paper is to propose and test a structural equations model which includes the
relationship among market orientation, entrepreneurial orientation and business performance.
Both marketing and entrepreneurship have innovation as one of their cornerstones. In spite of
this obvious common element, little research has been done to explore the joint effect of both
marketing and entrepreneurship on business performance. This paper contributes to fill this gap.
LITERATURE REVIEW
Lafferty and Hult (2001), in their work of theoretical synthesis of Market Orientation, identify
two main theoretical approaches: cultural focus and managerial focus. The first being identified
with the works of Deshpandé et al. (1993) and Narver and Slater (1990), and the other with the
works of Kohli e Jaworski (1990), Shapiro (1988) and Ruekert (1992).
The proposal of Narver and Slater (1990) is the most adopted in later researches using cultural
focus. They defend that the Market Orientation construct comprehends three dimensions –
Customer Orientation, Competitor Orientation, and Interfunctional Coordination (Figure 1).
INTRODUCTION
Marketing and entrepreneurship are two different disciplines in the business research areas.
In the marketing field, for long years it was not possible to study the link between the firms using
marketing and their performance. But the works of Kohli, Jaworski and Kumar (1993) and
Narver and Slater (1990) came up with alternative scales to measure market orientation, thus
allowing to quantify the level of the firms’ orientation towards marketing.
On the other way, authors like Covin and Morgan (1999), Covin and Slevin (1991) or Miller and
Friesen (1983) searched for the link between corporate entrepreneurship and business
performance, proposing the concept of entrepreneurial orientation and a scale to measure it.
Since the proposal of both concepts, several studies looked for the link between market
orientation and performance, and for the link between entrepreneurial orientation and
performance.
But little has been done to connect the concepts of market orientation, entrepreneurial orientation
and performance.
The aim of this paper is to propose and test a structural equations model which includes the
relationship among market orientation, entrepreneurial orientation and business performance.
Both marketing and entrepreneurship have innovation as one of their cornerstones. In spite of
this obvious common element, little research has been done to explore the joint effect of both
marketing and entrepreneurship on business performance. This paper contributes to fill this gap.
LITERATURE REVIEW
Lafferty and Hult (2001), in their work of theoretical synthesis of Market Orientation, identify
two main theoretical approaches: cultural focus and managerial focus. The first being identified
with the works of Deshpandé et al. (1993) and Narver and Slater (1990), and the other with the
works of Kohli e Jaworski (1990), Shapiro (1988) and Ruekert (1992).
The proposal of Narver and Slater (1990) is the most adopted in later researches using cultural
focus. They defend that the Market Orientation construct comprehends three dimensions –
Customer Orientation, Competitor Orientation, and Interfunctional Coordination (Figure 1).
Page 3
3
Figure 1 - Market Orientation - Cultural Approach
Source: Narver and Slater (1990:23)
On the other hand, Kohli, Jaworski and colleagues, state that Market Orientation includes three
dimensions – Intelligence Generation, Intelligence Dissemination and Responsiveness, as shown
in Figure 2.
Figure 2 - Market Orientation - Managerial Approach
Source: Own, based on Kohli and Jaworski (1990)
Despite the presence of these two different approaches in the literature, Rodrigues (2004) stands
that they are convergent and complement each other, and there have been studies to integrate
Intelligence
Dissemination
Intelligence
Generation
Responsiveness
Market
Orientation
Customer
orientation
Interfunctional
Coordination
Competitor
Orientation
Long-Term
Profit
Focus
Target market
Figure 1 - Market Orientation - Cultural Approach
Source: Narver and Slater (1990:23)
On the other hand, Kohli, Jaworski and colleagues, state that Market Orientation includes three
dimensions – Intelligence Generation, Intelligence Dissemination and Responsiveness, as shown
in Figure 2.
Figure 2 - Market Orientation - Managerial Approach
Source: Own, based on Kohli and Jaworski (1990)
Despite the presence of these two different approaches in the literature, Rodrigues (2004) stands
that they are convergent and complement each other, and there have been studies to integrate
Intelligence
Dissemination
Intelligence
Generation
Responsiveness
Market
Orientation
Customer
orientation
Interfunctional
Coordination
Competitor
Orientation
Long-Term
Profit
Focus
Target market
Page 4
4
together in the same study (Cadogan and Diamantopoulos, 1995; Küster, 1999; Lafferty and
Hult, 2001).
The links between the two approaches are emphasized by Narver and Slater (1990), when they
state that the three behavioural components of Market Orientation include the activities of
generating market intelligence, disseminating intelligence, and co-ordinately creating customer
value (see Figure 2). In a later work, Slater and Narver (1994) suggest a view of Market
Orientation combining the two focuses, as shown in Figure 3.
Figure 3 – Market Orientation – Integration of Approaches
Source: Adapted from Slater e Narver (1994b:23)
In this paper Market Orientation is considered as being market intelligence generation, its
dissemination throughout the organisation, and the response of the entire organisation.
According to Kreiser, Marino and Weaver (2002), the theoretical foundation of entrepreneurial
orientation lays on that firms with that orientation are different from the others. Miller and
Friesen (1982) defend that entrepreneurial firms have a will to innovate regularly and boldly,
taking considerable risks in their market and product strategies. They also say (Miller e Friesen,
1978), as well as other authors (Mintzberg, 1973; Khandwalla, 1977), that entrepreneurial firms
seek new opportunities in a proactive way. These contributes were integrated to form the
construct Entrepreneurial Orientation, encompassing three dimensions – Innovativeness,
Proctivity and Risk-taking (Figure 4).
Customer
Intelligence
Competitor
Intelligence
Other market
intelligence
Shared
diagnosis and
coordinated
action Superior
customer
value
Intelligence
Acquisition
Interfunctional
assessment
together in the same study (Cadogan and Diamantopoulos, 1995; Küster, 1999; Lafferty and
Hult, 2001).
The links between the two approaches are emphasized by Narver and Slater (1990), when they
state that the three behavioural components of Market Orientation include the activities of
generating market intelligence, disseminating intelligence, and co-ordinately creating customer
value (see Figure 2). In a later work, Slater and Narver (1994) suggest a view of Market
Orientation combining the two focuses, as shown in Figure 3.
Figure 3 – Market Orientation – Integration of Approaches
Source: Adapted from Slater e Narver (1994b:23)
In this paper Market Orientation is considered as being market intelligence generation, its
dissemination throughout the organisation, and the response of the entire organisation.
According to Kreiser, Marino and Weaver (2002), the theoretical foundation of entrepreneurial
orientation lays on that firms with that orientation are different from the others. Miller and
Friesen (1982) defend that entrepreneurial firms have a will to innovate regularly and boldly,
taking considerable risks in their market and product strategies. They also say (Miller e Friesen,
1978), as well as other authors (Mintzberg, 1973; Khandwalla, 1977), that entrepreneurial firms
seek new opportunities in a proactive way. These contributes were integrated to form the
construct Entrepreneurial Orientation, encompassing three dimensions – Innovativeness,
Proctivity and Risk-taking (Figure 4).
Customer
Intelligence
Competitor
Intelligence
Other market
intelligence
Shared
diagnosis and
coordinated
action Superior
customer
value
Intelligence
Acquisition
Interfunctional
assessment
Page 5
5
Figure 4 – Entrepreneurial Orientation
Source: Own, based on Miller (1983)
Recent studies focused on the impact of the two constructs, Market Orientation and
Entrepreneurial Orientation, on Business Performance.
Jones, Knotts and Udell (2008) conclude that Market Orientation is crucial for the success of
small manufacturers.
Moreno and Casillas (2008) studied the effect of Entrepreneurial Orientation on the growth of
SMEs using a PLS model. Green, Covin and Slevin (2008) defend that Entrepreneurial
Orientation combined with a strategic reactiveness posture enhances business performance.
Wang (2008) found that Entrepreneurial Orientation combined with Learning Orientation have a
strong impact on Business Performance.
Li, Zhao, Tan and Liu (2008) found that Market Orientation, when combined with some
dimensions of Entrepreneurial Orientation, has a positive impact on Business Performance.
Todorovic and Ma (2008) report how a cultural variable, individualism/collectivism, influences
Market Orientation, Entrepreneurial Orientation and Performance.
Other authors studied the relationship between Market Orientation and Innovation, which is a
component of Entrepreneurial Intention, concluding that there is a positive relationship
(Grinstein, 2008; Hsieh, Tsai and Wang, 2008; Jimenez-Jimenez, Valle and Hernández-
Espallardo, 2008; Laforet, 2008; Paladino, 2008).
Proactivity
Innovativeness
Risk-taking
Entrepreneurial
Orientation
Figure 4 – Entrepreneurial Orientation
Source: Own, based on Miller (1983)
Recent studies focused on the impact of the two constructs, Market Orientation and
Entrepreneurial Orientation, on Business Performance.
Jones, Knotts and Udell (2008) conclude that Market Orientation is crucial for the success of
small manufacturers.
Moreno and Casillas (2008) studied the effect of Entrepreneurial Orientation on the growth of
SMEs using a PLS model. Green, Covin and Slevin (2008) defend that Entrepreneurial
Orientation combined with a strategic reactiveness posture enhances business performance.
Wang (2008) found that Entrepreneurial Orientation combined with Learning Orientation have a
strong impact on Business Performance.
Li, Zhao, Tan and Liu (2008) found that Market Orientation, when combined with some
dimensions of Entrepreneurial Orientation, has a positive impact on Business Performance.
Todorovic and Ma (2008) report how a cultural variable, individualism/collectivism, influences
Market Orientation, Entrepreneurial Orientation and Performance.
Other authors studied the relationship between Market Orientation and Innovation, which is a
component of Entrepreneurial Intention, concluding that there is a positive relationship
(Grinstein, 2008; Hsieh, Tsai and Wang, 2008; Jimenez-Jimenez, Valle and Hernández-
Espallardo, 2008; Laforet, 2008; Paladino, 2008).
Proactivity
Innovativeness
Risk-taking
Entrepreneurial
Orientation
Page 6
6
RESEARCH MODEL AND HYPOTHESIS
The research model proposed relates Market Orientation, entrepreneurial Orientation and
Performance, as shown in
Figure 5 – Proposed Research Model
MO – Market Orientation, EO – Entrepreneurial Orientation; BP – Business Performance
The research hypotheses that come from the proposed model are as follow:
H1: The higher the Market Orientation, the higher the Business Performance.
H2: The higher the Entrepreneurial Orientation, the higher the Market Orientation.
H3: The higher the Entrepreneurial Orientation, the higher the Business Performance.
METHODOLOGY
This paper adopts a quantitative methodology, based on a hypothetical/deductive method. From
the literature several research hypothesis are drawn concerning the relationships among market
orientation, entrepreneurial orientation, and business performance. These hypotheses are used to
build a model which is tested with the structural equations modelling (SEM) technique.
H3
MO BP
EO
H1
H2
RESEARCH MODEL AND HYPOTHESIS
The research model proposed relates Market Orientation, entrepreneurial Orientation and
Performance, as shown in
Figure 5 – Proposed Research Model
MO – Market Orientation, EO – Entrepreneurial Orientation; BP – Business Performance
The research hypotheses that come from the proposed model are as follow:
H1: The higher the Market Orientation, the higher the Business Performance.
H2: The higher the Entrepreneurial Orientation, the higher the Market Orientation.
H3: The higher the Entrepreneurial Orientation, the higher the Business Performance.
METHODOLOGY
This paper adopts a quantitative methodology, based on a hypothetical/deductive method. From
the literature several research hypothesis are drawn concerning the relationships among market
orientation, entrepreneurial orientation, and business performance. These hypotheses are used to
build a model which is tested with the structural equations modelling (SEM) technique.
H3
MO BP
EO
H1
H2
Page 7
7
The population studied is constituted by manufacturing SMEs located in Portugal. Data was
collect with a postal questionnaire on a random sample of 1530 firms, resulting in 212 valid
responses (15% response rate).
As non response rate was very high, Armstrong and Overton’s (1977) procedures to evaluate
non-response bias were carried on. Using the extrapolation method (Ferber, 1948-1949)1, we
came into the conclusion that non-respondent did not differ from respondents, thus minimising
the risk of non-response bias.
To measure Market Orientation, MARKOR scale was used, combined with the MO scale
(Matsuno et al. 2000), resulting in a total of 35 indicators.
Covin and Slevin’s (1989) scale for Entrepreneurial Orientation was used, which has a total of
nine indicators.
Performance was measured on three aspects – Economic Results, Relative Market Share and
New Product Success (Moorman, 1995), in a total of 21 indicators.
RESULTS
In order to test the research hypothesis, data was analysed with the Structural Equation
Modelling (SEM) technique, using the statistical software Amos 4.0.
The two-step approach recommended by Anderson and Gerbing (1988), being the first step the
evaluation of the measurement model, and the second step the structural model analysis.
The initial measurement models (one for each construct) were composed of 65 indicators, 35 to
measure Market Orientation, 9 to measure Entrepreneurial Orientation, and 21 to measure
Business Performance.
The measurement models were assessed using Incremental Fit Measures (NFI, RFI, IFI, NNFI
and CFI). All the models showed poor measures, so, as recommended by Garson (2003),
measurement models had to purified, deleting indicators with poor performance.
Indicators were evaluated according to their significance of regression coefficients, standardised
residuals (not higher than 2.58), and explained variances (Hair et al., 1998).
After the purifying process, the measurement models included 32 indicators (MO – 13, EO -6,
BP, 13).
Fit measures (Table 1) show that the measurement models are acceptable, so the first step of the
analysis is completed.
1 Ferber, Robert (1948-1949) “The problem of Bias in Mail Returns: A Solution”, Public Opinion Quarterly, 40
(Winter), 669-676, quoted by Armstrong and Overton (1977).
The population studied is constituted by manufacturing SMEs located in Portugal. Data was
collect with a postal questionnaire on a random sample of 1530 firms, resulting in 212 valid
responses (15% response rate).
As non response rate was very high, Armstrong and Overton’s (1977) procedures to evaluate
non-response bias were carried on. Using the extrapolation method (Ferber, 1948-1949)1, we
came into the conclusion that non-respondent did not differ from respondents, thus minimising
the risk of non-response bias.
To measure Market Orientation, MARKOR scale was used, combined with the MO scale
(Matsuno et al. 2000), resulting in a total of 35 indicators.
Covin and Slevin’s (1989) scale for Entrepreneurial Orientation was used, which has a total of
nine indicators.
Performance was measured on three aspects – Economic Results, Relative Market Share and
New Product Success (Moorman, 1995), in a total of 21 indicators.
RESULTS
In order to test the research hypothesis, data was analysed with the Structural Equation
Modelling (SEM) technique, using the statistical software Amos 4.0.
The two-step approach recommended by Anderson and Gerbing (1988), being the first step the
evaluation of the measurement model, and the second step the structural model analysis.
The initial measurement models (one for each construct) were composed of 65 indicators, 35 to
measure Market Orientation, 9 to measure Entrepreneurial Orientation, and 21 to measure
Business Performance.
The measurement models were assessed using Incremental Fit Measures (NFI, RFI, IFI, NNFI
and CFI). All the models showed poor measures, so, as recommended by Garson (2003),
measurement models had to purified, deleting indicators with poor performance.
Indicators were evaluated according to their significance of regression coefficients, standardised
residuals (not higher than 2.58), and explained variances (Hair et al., 1998).
After the purifying process, the measurement models included 32 indicators (MO – 13, EO -6,
BP, 13).
Fit measures (Table 1) show that the measurement models are acceptable, so the first step of the
analysis is completed.
1 Ferber, Robert (1948-1949) “The problem of Bias in Mail Returns: A Solution”, Public Opinion Quarterly, 40
(Winter), 669-676, quoted by Armstrong and Overton (1977).
Page 8
8
Table 1 - Fit Measures – Measurement Models
MO EO
Absolute Fit Measures
Chi-Square χ2 120.787 10.317
Degrees of Freedom GL 62 7
Bollen-Stine bootstrap p 0.729 0.199
Root Mean Square Residual RMSR (RMR) 0.214 0.091
Goodness-of-Fit Index GFI 0.935 0.980
Root Mean Square Error of Approximation RMSEA 0.067 0.047
Incremental Fit Measures
Adjusted Goodness-of-Fit Index AGFI 0.905 0.941
Relative Adjusted Goodness-of-Fit Index RAGFI 0.946 0.951
Normed Fit Index NFI 0.768 0.941
The second step of the analysis is the test of the structural model, which allows to test the
research hypotheses.
Because the data doesn’t follow a multi-normal distribution2, the estimation method used was
ADF (Asymptotically distribution-free). This is a very demanding estimation method in what
regards sample size3. In this case, with 32 indicators, sample size should be bigger than 528. As
the sample has only 212 observations, the measurement models had to be parcelled. Catanzaro
(1997) defines parcels as indicators that are computed by summing up or averaging other
indicators. This way, first order constructs become indicators, and second order constructs
become first order constructs. After computing parcels using means, instead of 32 indicators, the
model stays with 11 indicators, making it possible to use ADF estimation.
The structural model to be analysed is presented on Figure 6. Ellipses represent the constructs,
and rectangles represent the indicators, which were first order constructs before parcelling.
After estimating the model, coefficients are analysed for their significance. The ones non
significant are excluded from the model.
In Table 2 the structural model coefficients are presented. Three of them are non significant and
are to be excluded from the model. The paths MO → MS, EO → ER, and MO → ER aren’t
statistically different from zero (α = 0.05). Market Orientation doesn’t have a direct effect on
Market Share nor on Economic Results, and Entrepreneurial Orientation does not have a direct
effect on Economic Results.
The next step is to analyse a modified structural model without the non significant paths – model
B.
2 Mardia coefficient with a t statistic of 9,501, bigger than the critical value t0,025;∞= 1,96.
3 Sample size must be bigger than
2
)1p(*p + , where p is the number of indicators.
Table 1 - Fit Measures – Measurement Models
MO EO
Absolute Fit Measures
Chi-Square χ2 120.787 10.317
Degrees of Freedom GL 62 7
Bollen-Stine bootstrap p 0.729 0.199
Root Mean Square Residual RMSR (RMR) 0.214 0.091
Goodness-of-Fit Index GFI 0.935 0.980
Root Mean Square Error of Approximation RMSEA 0.067 0.047
Incremental Fit Measures
Adjusted Goodness-of-Fit Index AGFI 0.905 0.941
Relative Adjusted Goodness-of-Fit Index RAGFI 0.946 0.951
Normed Fit Index NFI 0.768 0.941
The second step of the analysis is the test of the structural model, which allows to test the
research hypotheses.
Because the data doesn’t follow a multi-normal distribution2, the estimation method used was
ADF (Asymptotically distribution-free). This is a very demanding estimation method in what
regards sample size3. In this case, with 32 indicators, sample size should be bigger than 528. As
the sample has only 212 observations, the measurement models had to be parcelled. Catanzaro
(1997) defines parcels as indicators that are computed by summing up or averaging other
indicators. This way, first order constructs become indicators, and second order constructs
become first order constructs. After computing parcels using means, instead of 32 indicators, the
model stays with 11 indicators, making it possible to use ADF estimation.
The structural model to be analysed is presented on Figure 6. Ellipses represent the constructs,
and rectangles represent the indicators, which were first order constructs before parcelling.
After estimating the model, coefficients are analysed for their significance. The ones non
significant are excluded from the model.
In Table 2 the structural model coefficients are presented. Three of them are non significant and
are to be excluded from the model. The paths MO → MS, EO → ER, and MO → ER aren’t
statistically different from zero (α = 0.05). Market Orientation doesn’t have a direct effect on
Market Share nor on Economic Results, and Entrepreneurial Orientation does not have a direct
effect on Economic Results.
The next step is to analyse a modified structural model without the non significant paths – model
B.
2 Mardia coefficient with a t statistic of 9,501, bigger than the critical value t0,025;∞= 1,96.
3 Sample size must be bigger than
2
)1p(*p + , where p is the number of indicators.
Page 9
9
Figure 6 – Structural Model
MO – Market Orientation; EO – Entrepreneurial Orientation; NP – New Product Success; ER – Economic Results; MS – Market Share;
IG – Intelligence Generation; ID – Intelligence Dissemination; R – Responsiveness; IN– Innovativeness; PR – Proactivity;
RT- Risk-Taking; NPT – New Product Timing; NPC – New Product Creativity; NPP – New Product Performance.
Table 2 – Structural Model Coefficients
Coefficient Standard deviation t p
Standardised
coefficient
EO → MO 0.510 0.132 3.865 0.000 0.452
MO → NP 0.346 0.094 3.681 0.000 0.346
EO → NP 0.595 0.131 4.539 0.000 0.526
EO → MS 0.633 0.260 2.435 0.015 0.378
MO → MS 0.049 0.149 0.332 0.740 0.033
NP → MS 0.531 0.183 2.902 0.004 0.359
EO → ER 0.180 0.187 0.964 0.335 0.113
MO → ER 0.043 0.089 0.487 0.627 0.031
NP → ER 0.295 0.145 2.036 0.042 0.210
MS → ER 0.373 0.093 4.020 0.000 0.393
Table 3 shows that Model B’s coefficients are all significant. Next step of the analysis is to
assess fit measures.
Table 4 shows that fit is acceptable for model B.
Figure 6 – Structural Model
MO – Market Orientation; EO – Entrepreneurial Orientation; NP – New Product Success; ER – Economic Results; MS – Market Share;
IG – Intelligence Generation; ID – Intelligence Dissemination; R – Responsiveness; IN– Innovativeness; PR – Proactivity;
RT- Risk-Taking; NPT – New Product Timing; NPC – New Product Creativity; NPP – New Product Performance.
Table 2 – Structural Model Coefficients
Coefficient Standard deviation t p
Standardised
coefficient
EO → MO 0.510 0.132 3.865 0.000 0.452
MO → NP 0.346 0.094 3.681 0.000 0.346
EO → NP 0.595 0.131 4.539 0.000 0.526
EO → MS 0.633 0.260 2.435 0.015 0.378
MO → MS 0.049 0.149 0.332 0.740 0.033
NP → MS 0.531 0.183 2.902 0.004 0.359
EO → ER 0.180 0.187 0.964 0.335 0.113
MO → ER 0.043 0.089 0.487 0.627 0.031
NP → ER 0.295 0.145 2.036 0.042 0.210
MS → ER 0.373 0.093 4.020 0.000 0.393
Table 3 shows that Model B’s coefficients are all significant. Next step of the analysis is to
assess fit measures.
Table 4 shows that fit is acceptable for model B.
Page 10
10
Table 3 – Structural Model B Coefficients
Coefficient Standard deviation t p
Standardised
coefficient
EO → MO 0.497 0.120 4.150 0.000 0.454
MO → NP 0.336 0.092 3.653 0.000 0.334
EO → NP 0.609 0.128 4.741 0.000 0.554
EO → MS 0.567 0.243 2.334 0.020 0.359
NP → MS 0.538 0.186 2.892 0.004 0.376
NP → ER 0.434 0.101 4.286 0.000 0.314
MS → ER 0.390 0.075 5.194 0.000 0.404
Table 4 - Fit Measures – Structural Model B
Absolute Fit Measures
Chi-Square χ2 99.598
Degrees of Freedom GL 39
Bollen-Stine bootstrap p 0.045
Root Mean Square Residual RMSR (RMR) 0.166
Goodness-of-Fit Index GFI 0.904
Root Mean Square Error of Approximation RMSEA 0.086
Incremental Fit Measures
Adjusted Goodness-of-Fit Index AGFI 0.837
Relative Adjusted Goodness-of-Fit Index RAGFI 0.865
Normed Fit Index NFI 0.670
Being model B accepted as final, results of the coefficients were used to compute total effects of
the constructs, and thus test the research hypotheses.
Figure 7 – Final Structural Model with Structural Coefficients
Table 3 – Structural Model B Coefficients
Coefficient Standard deviation t p
Standardised
coefficient
EO → MO 0.497 0.120 4.150 0.000 0.454
MO → NP 0.336 0.092 3.653 0.000 0.334
EO → NP 0.609 0.128 4.741 0.000 0.554
EO → MS 0.567 0.243 2.334 0.020 0.359
NP → MS 0.538 0.186 2.892 0.004 0.376
NP → ER 0.434 0.101 4.286 0.000 0.314
MS → ER 0.390 0.075 5.194 0.000 0.404
Table 4 - Fit Measures – Structural Model B
Absolute Fit Measures
Chi-Square χ2 99.598
Degrees of Freedom GL 39
Bollen-Stine bootstrap p 0.045
Root Mean Square Residual RMSR (RMR) 0.166
Goodness-of-Fit Index GFI 0.904
Root Mean Square Error of Approximation RMSEA 0.086
Incremental Fit Measures
Adjusted Goodness-of-Fit Index AGFI 0.837
Relative Adjusted Goodness-of-Fit Index RAGFI 0.865
Normed Fit Index NFI 0.670
Being model B accepted as final, results of the coefficients were used to compute total effects of
the constructs, and thus test the research hypotheses.
Figure 7 – Final Structural Model with Structural Coefficients
Page 11
11
Based on direct effects and on path analysis, indirect and total effects can be computed, and are
shown on
of EO MO NP MS
in Directos Indirectos Totais Directos Indirectos Totais Directos Indirectos Totais Directos Indirectos Totais
MO 0.454 - 0.454 - - - - - - - - -
NP 0.554 0.152 0.705 0.334 - 0.334 - - - - - -
MS 0.359 0.265 0.624 - 0.126 0.126 0.376 - 0.376 - - -
ER - 0.474 0.474 - 0.156 0.156 0.314 0.152 0.466 0.404 - 0.404
Total effects allow to test the research hypothesis. Entrepreneurial Orientation has positive effect
on MO, NP, MS, and ER. Market Orientation has positive effect on MS NP, and ER. New
Product Success has positive effect on MS and ER. Market Share has a positive effect on ER.
H1: The higher the Market Orientation, the higher the Business Performance.
Supported.
H2: The higher the Entrepreneurial Orientation, the higher the Market Orientation.
Supported.
H3: The higher the Entrepreneurial Orientation, the higher the Business Performance.
Supported.
CONCLUSIONS
The results suggest that there is a relationship between the two apparently independent concepts
of marketing and entrepreneurship. Being so, further research is needed to deepen the knowledge
of the relationship and of its impact on business performance.
Besides, from the study’s results looks like innovation could be the connection factor between
the two concepts.
REFERENCES
Anderson, James; Gerbing, David W. (1988); "Structural equation modeling in practice: a
review and recommended two-step approach", Psychological Bulletin, Vol. 103, Iss. 3, pg. 411-
423
Armstrong, J. Scott; Overton, T. S. (1977); "Estimating non-response bias in mail surveys";
Journal of Marketing Research; Vol. 14 (august); pg. 396-403
Based on direct effects and on path analysis, indirect and total effects can be computed, and are
shown on
of EO MO NP MS
in Directos Indirectos Totais Directos Indirectos Totais Directos Indirectos Totais Directos Indirectos Totais
MO 0.454 - 0.454 - - - - - - - - -
NP 0.554 0.152 0.705 0.334 - 0.334 - - - - - -
MS 0.359 0.265 0.624 - 0.126 0.126 0.376 - 0.376 - - -
ER - 0.474 0.474 - 0.156 0.156 0.314 0.152 0.466 0.404 - 0.404
Total effects allow to test the research hypothesis. Entrepreneurial Orientation has positive effect
on MO, NP, MS, and ER. Market Orientation has positive effect on MS NP, and ER. New
Product Success has positive effect on MS and ER. Market Share has a positive effect on ER.
H1: The higher the Market Orientation, the higher the Business Performance.
Supported.
H2: The higher the Entrepreneurial Orientation, the higher the Market Orientation.
Supported.
H3: The higher the Entrepreneurial Orientation, the higher the Business Performance.
Supported.
CONCLUSIONS
The results suggest that there is a relationship between the two apparently independent concepts
of marketing and entrepreneurship. Being so, further research is needed to deepen the knowledge
of the relationship and of its impact on business performance.
Besides, from the study’s results looks like innovation could be the connection factor between
the two concepts.
REFERENCES
Anderson, James; Gerbing, David W. (1988); "Structural equation modeling in practice: a
review and recommended two-step approach", Psychological Bulletin, Vol. 103, Iss. 3, pg. 411-
423
Armstrong, J. Scott; Overton, T. S. (1977); "Estimating non-response bias in mail surveys";
Journal of Marketing Research; Vol. 14 (august); pg. 396-403
Page 12
12
Cadogan, John W.; Diamantopoulos, Adamantios (1995); "Narver and Slater, Kohli and
Jaworski, and the Market Orientation Construct: Integration and Internationalization"; Journal of
Strategic Marketing; Vol. 3, Iss. 1; pg. 41-60
Catanzaro, Sam (1997); "Composite variables, parcels, a SEMNET FAQ?"; SEMNET Archives
- http://bama.ua.edu/archives/semnet.html(Jun)
Covin, Jeffrey G.; Miles, Morgan P. (1999); "Corporate entrepreneurship and the pursuit of
competitive advantage"; Entrepreneurship Theory & Practice; 23(3); 47-63
Covin, Jeffrey G.; Slevin, Dennis P. (1989); "Strategic Management of Small Firms in Hostile
and Benign Environments"; Strategic Management Journal; Vol. 10 (january); pg. 75-87
Covin, Jeffrey G.; Slevin, Dennis P. (1991); "A Conceptual Model of Entrepreneurship as Firm
Behavior"; Entrepreneurship Theory & Practice; 15(fall); 7-25
Deshpandé, Rohit; Farley, John U.; Webster, Frederick E. Jr. (1993); "Corporate culture,
customer orientation, and innovativeness in Japanese firms: A Quadrad Analysis"; Journal of
Marketing; Vol. 5, Iss. 7; pg. 23
Green, Kimberly M, Jeffrey G Covin, Dennis P Slevin (2008) “Exploring the relationship
between strategic reactiveness and entrepreneurial orientation: The role of structure-style fit”,
Journal of Business Venturing, Vol. 23, Iss. 3; pg. 356
Grinstein, Amir (2008) “The effect of market orientation and its components on innovation
consequences: a meta-analysis”, Academy of Marketing Science. Journal, Vol. 36, Iss. 2; pg. 166
Hair, Joseph F, Jr.; Anderson, Rolph E.; Tatham, Ronald L.; Black, William C. (1998);
Multivariate Data Analysis (5th Ed.); Upper Saddle River, New Jersey, US: Prentice Hall
Hsieh, Ming-Hung, Kuen-Hung Tsai, Jun-Ren Wang (2008) “The moderating effects of
market orientation and launch proficiency on the product advantage-performance relationship”,
Industrial Marketing Management, Vol. 37, Iss. 5; pg. 580
Jimenez-Jimenez, Daniel, Raquel Sanz Valle (2008) “Miguel Hernandez-Espallardo
“Fostering innovation; The role of market orientation and organizational learning”, European
Journal of Innovation Management, Vol. 11, Iss. 3; pg. 389
Jones, Stephen C., Tami L. Knotts, Gerald G. Udell (2008) “Market orientation for small
manufacturing suppliers: the importance of product-related factors”, The Journal of Business &
Industrial Marketing, Vol. 23, Iss. 7; pg. 443
Khandwalla, P. (1977); The Design of Organizations; New York, NY, US: Harcourt Brace
Javanovich
Cadogan, John W.; Diamantopoulos, Adamantios (1995); "Narver and Slater, Kohli and
Jaworski, and the Market Orientation Construct: Integration and Internationalization"; Journal of
Strategic Marketing; Vol. 3, Iss. 1; pg. 41-60
Catanzaro, Sam (1997); "Composite variables, parcels, a SEMNET FAQ?"; SEMNET Archives
- http://bama.ua.edu/archives/semnet.html(Jun)
Covin, Jeffrey G.; Miles, Morgan P. (1999); "Corporate entrepreneurship and the pursuit of
competitive advantage"; Entrepreneurship Theory & Practice; 23(3); 47-63
Covin, Jeffrey G.; Slevin, Dennis P. (1989); "Strategic Management of Small Firms in Hostile
and Benign Environments"; Strategic Management Journal; Vol. 10 (january); pg. 75-87
Covin, Jeffrey G.; Slevin, Dennis P. (1991); "A Conceptual Model of Entrepreneurship as Firm
Behavior"; Entrepreneurship Theory & Practice; 15(fall); 7-25
Deshpandé, Rohit; Farley, John U.; Webster, Frederick E. Jr. (1993); "Corporate culture,
customer orientation, and innovativeness in Japanese firms: A Quadrad Analysis"; Journal of
Marketing; Vol. 5, Iss. 7; pg. 23
Green, Kimberly M, Jeffrey G Covin, Dennis P Slevin (2008) “Exploring the relationship
between strategic reactiveness and entrepreneurial orientation: The role of structure-style fit”,
Journal of Business Venturing, Vol. 23, Iss. 3; pg. 356
Grinstein, Amir (2008) “The effect of market orientation and its components on innovation
consequences: a meta-analysis”, Academy of Marketing Science. Journal, Vol. 36, Iss. 2; pg. 166
Hair, Joseph F, Jr.; Anderson, Rolph E.; Tatham, Ronald L.; Black, William C. (1998);
Multivariate Data Analysis (5th Ed.); Upper Saddle River, New Jersey, US: Prentice Hall
Hsieh, Ming-Hung, Kuen-Hung Tsai, Jun-Ren Wang (2008) “The moderating effects of
market orientation and launch proficiency on the product advantage-performance relationship”,
Industrial Marketing Management, Vol. 37, Iss. 5; pg. 580
Jimenez-Jimenez, Daniel, Raquel Sanz Valle (2008) “Miguel Hernandez-Espallardo
“Fostering innovation; The role of market orientation and organizational learning”, European
Journal of Innovation Management, Vol. 11, Iss. 3; pg. 389
Jones, Stephen C., Tami L. Knotts, Gerald G. Udell (2008) “Market orientation for small
manufacturing suppliers: the importance of product-related factors”, The Journal of Business &
Industrial Marketing, Vol. 23, Iss. 7; pg. 443
Khandwalla, P. (1977); The Design of Organizations; New York, NY, US: Harcourt Brace
Javanovich
Page 13
13
Kohli, Ajay K.; Jaworski, Bernard J. (1990); Market Orientation: The Construct, Research
Propositions, and Managerial Implications; Cambridge, MA: Marketing Science
Institute(Working paper 90-113)
Kohli, Ajay K.; Jaworski, Bernard J.; Kumar, Ajith (1993); "MARKOR: A measure of
Market Orientation"; Journal of Marketing Research; Vol. 30, Iss. 4; pg. 467-477
Kohli, Ajay K.; Jaworski, Bernard J.; Kumar, Ajith (1993); "MARKOR: A measure of
Market Orientation"; Journal of Marketing Research; 30(4; Nov); 467-477
Kreiser, Patrick M.; Marino, Louis D.; Weaver, K. Mark (2002); "Assessing the
psychometric properties of the entrepreneurial orientation scale: A multi-country analysis";
Entrepreneurship Theory & Practice; 26(4; Summer); 7
Küster Boluda, Inés (1999); Propuesta de medición del grado de omportamiento orientado al
mercado del vendedor industrial; Investigaciones Europeas de Dirección y Economía de la
Empresa(3); pg. 63-76
Lafferty, Barbara A.; Hult, G. Thomas M. (2001); "A Synthesis of Contemporary Market
Orientation Perspectives"; European Journal of Marketing; Vol. 35, Iss. 1/2; pg. 92-109
Laforet, Sylvie (2008) “Size, strategic, and market orientation affects on innovation”, Journal of
Business Research, Vol. 61, Iss. 7; pg. 753
Li, Yuan, Yongbin Zhao, Justin Tan, Yi Liu (2008) “Moderating Effects of Entrepreneurial
Orientation on Market Orientation-Performance Linkage: Evidence from Chinese Small Firms”,
Journal of Small Business Management, Vol. 46, Iss. 1; pg. 113, 21 pgs
Matsuno, Ken; Mentzer, John T.; Rentz, Joseph O. (2000); "A refinement and validation of
the MARKOR Scale"; Journal of the Academy of Marketing Science; Vol. 28, Iss. 4; pg. 527-539
Miller, Danny (1983); "The Correlates of entrepreneurship in Three types of Firms";
Management Science; Vol. 29, Iss. 7; pg. 770-791
Miller, Danny; Friesen, Peter H. (1978); "Archetypes of strategy formulation"; Management
Science; Vol. 24, Iss. 9; pg. 921-933
Miller, Danny; Friesen, Peter H. (1982a); "Innovation in conservative and entrepreneurial
firms: Two models of strategic momentum"; Strategic Management Journal; Vol. 3(January-
March); pg. 1-25
Miller, Danny; Friesen, Peter H. (1983); "Strategy-making and environment: The third link";
Strategic Management Journal; 4; 221-235
Mintzberg, Henry (1973); "Strategy-making in three modes"; California Management Review;
Vol. 16, Iss. 2; pg44-53
Kohli, Ajay K.; Jaworski, Bernard J. (1990); Market Orientation: The Construct, Research
Propositions, and Managerial Implications; Cambridge, MA: Marketing Science
Institute(Working paper 90-113)
Kohli, Ajay K.; Jaworski, Bernard J.; Kumar, Ajith (1993); "MARKOR: A measure of
Market Orientation"; Journal of Marketing Research; Vol. 30, Iss. 4; pg. 467-477
Kohli, Ajay K.; Jaworski, Bernard J.; Kumar, Ajith (1993); "MARKOR: A measure of
Market Orientation"; Journal of Marketing Research; 30(4; Nov); 467-477
Kreiser, Patrick M.; Marino, Louis D.; Weaver, K. Mark (2002); "Assessing the
psychometric properties of the entrepreneurial orientation scale: A multi-country analysis";
Entrepreneurship Theory & Practice; 26(4; Summer); 7
Küster Boluda, Inés (1999); Propuesta de medición del grado de omportamiento orientado al
mercado del vendedor industrial; Investigaciones Europeas de Dirección y Economía de la
Empresa(3); pg. 63-76
Lafferty, Barbara A.; Hult, G. Thomas M. (2001); "A Synthesis of Contemporary Market
Orientation Perspectives"; European Journal of Marketing; Vol. 35, Iss. 1/2; pg. 92-109
Laforet, Sylvie (2008) “Size, strategic, and market orientation affects on innovation”, Journal of
Business Research, Vol. 61, Iss. 7; pg. 753
Li, Yuan, Yongbin Zhao, Justin Tan, Yi Liu (2008) “Moderating Effects of Entrepreneurial
Orientation on Market Orientation-Performance Linkage: Evidence from Chinese Small Firms”,
Journal of Small Business Management, Vol. 46, Iss. 1; pg. 113, 21 pgs
Matsuno, Ken; Mentzer, John T.; Rentz, Joseph O. (2000); "A refinement and validation of
the MARKOR Scale"; Journal of the Academy of Marketing Science; Vol. 28, Iss. 4; pg. 527-539
Miller, Danny (1983); "The Correlates of entrepreneurship in Three types of Firms";
Management Science; Vol. 29, Iss. 7; pg. 770-791
Miller, Danny; Friesen, Peter H. (1978); "Archetypes of strategy formulation"; Management
Science; Vol. 24, Iss. 9; pg. 921-933
Miller, Danny; Friesen, Peter H. (1982a); "Innovation in conservative and entrepreneurial
firms: Two models of strategic momentum"; Strategic Management Journal; Vol. 3(January-
March); pg. 1-25
Miller, Danny; Friesen, Peter H. (1983); "Strategy-making and environment: The third link";
Strategic Management Journal; 4; 221-235
Mintzberg, Henry (1973); "Strategy-making in three modes"; California Management Review;
Vol. 16, Iss. 2; pg44-53
Page 14
14
Moorman, Christine (1995); "Organizational Market Information Proceses: Cultural
Antecedents and New Product Outcomes"; Journal of Marketing Research; Vol. 32(august); pg.
318-335
Moreno, Ana M, José C Casillas (2008) “Entrepreneurial Orientation and Growth of SMEs: A
Causal Model”, Entrepreneurship Theory and Practice, Vol. 32, Iss. 3; pg. 507
Narver, John C.; Slater, Stanley F. (1990); "The effect of a Market Orientation on Business
Profitability"; Journal of Marketing; 54(Oct); 20-35
Paladino, Angela (2008) “Analyzing the Effects of Market and Resource Orientations on
Innovative Outcomes in Times of Turbulence”, The Journal of Product Innovation
Management,Vol. 25, Iss. 6; pg. 577
Rodrigues, Ricardo Gouveia (2004) Orientação Para o Mercado, Orientação Empreendedora e
Desempenho nas PME Industriais Portuguesas: Exploração da Relação Entre Marketing E
Empreendedorismo, Doctoral Thesis, University of Beira Interior
Ruekert, Robert W. (1992); "Developing a market orientation: an organizacional strategy
perspective"; International Journal of Research in Marketing; Vol. 9(3; august); pg. 225-245
Shapiro, Benson P. (1988); "What the Hell Is "Market Oriented"?"; Harvard Business Review;
Vol. 66, Iss. 6; pg. 119-125
Todorovic, Zelimir William, Jun Ma (2008) “Entrepreneurial and market orientation
relationship to performance; The multicultural perspective”, Journal of Enterprising
Communities, Vol. 2, Iss. 1; pg. 21
Wang, Catherine L (2008) “Entrepreneurial Orientation, Learning Orientation, and Firm
Performance”, Entrepreneurship Theory and Practice, Vol. 32, Iss. 4; pg. 635
Moorman, Christine (1995); "Organizational Market Information Proceses: Cultural
Antecedents and New Product Outcomes"; Journal of Marketing Research; Vol. 32(august); pg.
318-335
Moreno, Ana M, José C Casillas (2008) “Entrepreneurial Orientation and Growth of SMEs: A
Causal Model”, Entrepreneurship Theory and Practice, Vol. 32, Iss. 3; pg. 507
Narver, John C.; Slater, Stanley F. (1990); "The effect of a Market Orientation on Business
Profitability"; Journal of Marketing; 54(Oct); 20-35
Paladino, Angela (2008) “Analyzing the Effects of Market and Resource Orientations on
Innovative Outcomes in Times of Turbulence”, The Journal of Product Innovation
Management,Vol. 25, Iss. 6; pg. 577
Rodrigues, Ricardo Gouveia (2004) Orientação Para o Mercado, Orientação Empreendedora e
Desempenho nas PME Industriais Portuguesas: Exploração da Relação Entre Marketing E
Empreendedorismo, Doctoral Thesis, University of Beira Interior
Ruekert, Robert W. (1992); "Developing a market orientation: an organizacional strategy
perspective"; International Journal of Research in Marketing; Vol. 9(3; august); pg. 225-245
Shapiro, Benson P. (1988); "What the Hell Is "Market Oriented"?"; Harvard Business Review;
Vol. 66, Iss. 6; pg. 119-125
Todorovic, Zelimir William, Jun Ma (2008) “Entrepreneurial and market orientation
relationship to performance; The multicultural perspective”, Journal of Enterprising
Communities, Vol. 2, Iss. 1; pg. 21
Wang, Catherine L (2008) “Entrepreneurial Orientation, Learning Orientation, and Firm
Performance”, Entrepreneurship Theory and Practice, Vol. 32, Iss. 4; pg. 635
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