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International Journal of Engineering, Business and Management (IJEBM)
ISSN: 2456-7817
[Vol-7, Issue-3, May-Jun, 2023]
Issue DOI: https://dx.doi.org/10.22161/ijebm.7.3
Article DOI: https://dx.doi.org/10.22161/ijebm.7.3.3
Int. j. eng. bus. manag.
www.aipublications.com Page | 12
Exploring the Influence of Absorptive Capacity on
Innovation: An Empirical Study of Large Industrial
Companies in Syria
Abd Al Azez Al Bahlawan
Received: 13 Apr 2023; Received in revised form: 11 May 2023; Accepted: 20 May 2023; Available online: 31 May 2023
Š2023 The Author(s). Published by AI Publications. This is an open access article under the CC BY license
(https://creativecommons.org/licenses/by/4.0/)
Abstract— This paper investigates the impact of absorptive capacity on exploratory innovation in large
industrial companies in Syria. The study employs a sample of 278 managers, and utilizes multiple regression
analysis for the investigation. The results reveal a significant positive relationship between absorptive
capacity and exploratory innovation. These findings highlight the importance of absorptive capacity as a
strategic tool for enhancing exploratory innovation, and offer valuable insights for managers and policy-
makers in industries facing dynamic and complex environments.
Keywords— Industries, regression analysis, economic growth.
I. INTRODUCTION
Innovation has become a cornerstone of competitive
advantage and economic growth, particularly in today's
globally connected, knowledge-based economy
(Schumpeter, 1934; Chesbrough, 2003). Companies,
regardless of their size or industry, are increasingly
pressured to innovate in order to maintain their competitive
positions in the marketplace (Teece, 2007). Among the
different types of innovation, exploratory innovation, with
its emphasis on novel, radical changes, plays a pivotal role
in a firm's long-term sustainability and success (Jansen, Van
Den Bosch, & Volberda, 2006).
Exploratory innovation involves venturing into new areas
and technologies, and it often entails a considerable degree
of risk and uncertainty due to the lack of existing knowledge
and experience in these areas (Levinthal & March, 1993).
This makes the process of exploratory innovation
particularly challenging for firms, requiring them to
continuously acquire and develop new knowledge and
capabilities (Katila & Ahuja, 2002).
This is where the concept of absorptive capacity, first
introduced by Cohen and Levinthal (1990), comes into play.
Absorptive capacity refers to a firm's ability to recognize the
value of new external information, assimilate it, and apply
it to commercial ends. This construct has attracted
considerable attention in the fields of strategic management
and innovation, and has been widely recognized as a crucial
factor influencing firms' innovative performance and
competitiveness (Zahra & George, 2002; Volberda, Foss, &
Lyles, 2010).
Although the individual roles of absorptive capacity and
exploratory innovation have been extensively discussed in
the literature, the specific relationship between these two
constructs, and how absorptive capacity may affect
exploratory innovation, remains underexplored (Flatten,
Engelen, Zahra, & Brettel, 2011). Moreover, the majority of
existing studies have focused on the context of western,
developed economies, thereby leaving a notable research
gap in the context of conflict-affected regions such as Syria
(Khouri, 2011).
Syria's industrial sector, despite the recent conflicts, remains
an important part of the country's economy. However, these
firms face numerous challenges, including technological
obsolescence, lack of skilled labor, and limited access to
global markets (World Bank, 2020). Under such
circumstances, the role of absorptive capacity in driving
exploratory innovation becomes even more critical, as it
could potentially offer a pathway for these firms to enhance
their competitiveness and resilience.
This study, therefore, aims to fill this gap in the literature by
examining the relationship between absorptive capacity and
exploratory innovation among managers in large industrial
Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies
in Syria
Int. j. eng. bus. manag.
www.aipublications.com Page | 13
firms in Syria. Specifically, this study investigates whether
and to what extent absorptive capacity influences
exploratory innovation in this unique context. The findings
of this study could offer important theoretical implications
for the literature on absorptive capacity and innovation, and
provide practical insights for managers and policy-makers
seeking to enhance industrial competitiveness and
economic growth in challenging environments.
In the following sections, this paper will present the
problem statement, review the relevant literature on
absorptive capacity and exploratory innovation, describe
the research methodology, and present the data analysis and
findings. Finally, the paper will discuss the implications of
the findings and provide conclusions and recommendations
for future research
II. LITERATURE REVIEW
Absorptive Capacity
Absorptive capacity, a term first coined by Cohen and
Levinthal (1990), refers to an organization's ability to
recognize the value of new external information, assimilate
it, and apply it for commercial ends. This concept emerged
from the observation that the ability to innovate is heavily
reliant on a firm's capacity to acquire and exploit external
knowledge (Cohen & Levinthal, 1990). It has since been
refined and extended by various scholars (Zahra & George,
2002), and is now understood as a dynamic capability that
affects an organization's competitive advantage and
performance (Teece, Pisano, & Shuen, 1997).
Two key components of absorptive capacity are the
potential and realized absorptive capacities. Potential
absorptive capacity includes knowledge acquisition and
assimilation, while realized absorptive capacity includes
knowledge transformation and exploitation (Zahra &
George, 2002). In other words, absorptive capacity
encompasses not only the ability to identify and absorb
external knowledge, but also the ability to integrate this new
knowledge with existing knowledge and to apply it to create
new products, services, or processes.
Research has consistently shown that absorptive capacity
enhances a firm's innovative performance (Tsai, 2001),
operational performance (Liao, Kickul, & Ma, 2009), and
even financial performance (Hsu & Wang, 2012). It has
been proposed that absorptive capacity can help firms
identify valuable technological trends, understand customer
needs, assimilate competitor intelligence, and generate
market knowledge (Lane, Koka, & Pathak, 2006).
Exploratory Innovation
Exploratory innovation refers to the process of discovering
and developing completely new products, services, or
technologies (March, 1991). It is often contrasted with
exploitative innovation, which focuses on improving
existing products, services, or technologies. While
exploitative innovation can provide immediate benefits,
exploratory innovation is key to long-term sustainability
and competitiveness, as it enables firms to break away from
existing paradigms and create completely new market
opportunities (Levinthal & March, 1993).
The importance of exploratory innovation has been
underscored in a wide range of contexts. For instance,
Jansen, Van Den Bosch, and Volberda (2006) found that
firms with a balanced orientation towards both exploitative
and exploratory innovation outperformed firms that focused
predominantly on one or the other. Similarly, He & Wong
(2004) found that firms engaging in both types of innovation
were more likely to achieve superior performance.
Moreover, there's a recognition that exploratory innovation
requires different organizational conditions compared to
exploitative innovation. For example, it has been suggested
that exploratory innovation benefits from slack resources
(Nohria & Gulati, 1996), a risk-taking culture (Brettel,
Mauer, Engelen, & KĂźpper, 2012), and top management
support (Mumford, Scott, Gaddis, & Strange, 2002).
Absorptive Capacity and Exploratory Innovation
The relationship between absorptive capacity and
exploratory innovation has been investigated in a number of
studies. For instance, Flatten, Engelen, Zahra, and Brettel
(2011) found that firms with higher levels of absorptive
capacity were more likely to engage in exploratory
innovation. They argued that the acquisition, assimilation,
transformation, and exploitation of external knowledge
enabled firms to generate new ideas, recognize novel
opportunities, and develop groundbreaking products or
services.
Similarly, Lichtenthaler (2009) found a positive relationship
between absorptive capacity and a firm's level of
exploratory innovation. He argued that firms with high
absorptive capacity are more able to recognize the value of
novel and disruptive technologies, assimilate the
associated knowledge, and integrate it into their innovation
processes. This, in turn, enables them to develop radically
new products or services, embodying exploratory
innovation.
However, the relationship between absorptive capacity and
exploratory innovation may not always be straightforward.
For instance, some researchers have suggested that while
absorptive capacity is essential for exploratory innovation,
it might also lead to over-reliance on existing knowledge,
thus stifling truly radical innovation (Levinthal & March,
1993).
Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies
in Syria
Int. j. eng. bus. manag.
www.aipublications.com Page | 14
Furthermore, the relationship may also be contingent upon
other factors, such as the firm's external environment (Lew,
Sinkovics, Kuivalainen, & Tallman, 2013) or internal
organizational characteristics (Jansen, Van Den Bosch, &
Volberda, 2005). For example, Lew et al. (2013) found that
in highly uncertain environments, the impact of absorptive
capacity on exploratory innovation becomes even more
pronounced.
Moreover, given the different stages involved in absorptive
capacity - acquisition, assimilation, transformation, and
exploitation - it is possible that these different stages might
have different impacts on exploratory innovation. For
instance, acquisition and assimilation of external
knowledge might be more crucial for exploratory
innovation, compared to the transformation and exploitation
stages (Van den Bosch, Volberda, & De Boer, 1999). This
possibility, however, remains largely unexplored in the
literature.
In light of the above, it is clear that while absorptive
capacity has been acknowledged as a potential enabler of
exploratory innovation, the specific nature, magnitude, and
contingencies of this relationship warrant further
investigation, particularly in unique and under-researched
contexts such as Syrian large industrial companies.
Problem Statement
The study of innovation in businesses is not new; scholars
have been investigating the mechanisms, influences, and
outcomes of innovation for decades (Rogers, 1962;
Tushman & Anderson, 1986). However, the specific focus
on exploratory innovation, which involves the pursuit of
new knowledge domains and technologies, is a relatively
recent development (Levinthal & March, 1993).
Understanding exploratory innovation is crucial, as it has
been identified as a key component of a firm's long-term
success and survival in increasingly competitive and
dynamic markets (Katila & Ahuja, 2002).
On the other hand, the importance of absorptive capacity, or
the ability of a firm to identify, assimilate, and utilize new
knowledge, has also been widely acknowledged (Cohen &
Levinthal, 1990). Notably, Zahra and George (2002) assert
that a firm's absorptive capacity can significantly influence
its innovative capabilities and overall performance.
While these individual domains—exploratory innovation
and absorptive capacity—have been studied extensively,
research examining the intersection between them is
surprisingly sparse (Volberda, Foss, & Lyles, 2010). This is
despite the theoretical suggestion that a firm's absorptive
capacity may significantly impact its ability to pursue
exploratory innovation (Jansen, Van Den Bosch, &
Volberda, 2005).
III. METHODOLOGY
This study adopted a quantitative research design to
investigate the relationship between absorptive capacity and
exploratory innovation in large industrial firms in Syria. The
unit of analysis was individual managers within these firms.
The choice of managers as respondents was based on their
pivotal role in decision-making processes, their knowledge
of their firm's innovation practices, and their ability to
influence the firm's absorptive capacity (Mom, Van Den
Bosch, & Volberda, 2007).
The population of the study consisted of managers working
in large industrial firms in Syria. The sample was drawn
using a stratified random sampling method to ensure
representation of different industries within the industrial
sector. A total of 278 managers participated in the study,
providing sufficient power for statistical analysis (Krejcie &
Morgan, 1970).
Data were collected using a self-administered
questionnaire, which included measures for absorptive
capacity and exploratory innovation. The questionnaire was
developed in English and then translated into Arabic, the
native language of the respondents, using a back-translation
method to ensure the accuracy of the translation (Brislin,
1980).
Absorptive capacity was measured using the scale
developed by Flatten, Engelen, Zahra, and Brettel (2011),
which captures the four dimensions of absorptive capacity:
acquisition, assimilation, transformation, and exploitation
of knowledge. Each dimension was measured using
multiple items on a five-point Likert scale.
Exploratory innovation was measured using the scale
developed by Jansen, Van Den Bosch, and Volberda (2006).
This scale includes items related to the extent to which the
firm is engaged in the discovery and development of new
knowledge domains and technologies. Respondents were
asked to rate each item on a five-point Likert scale.
In addition to these main variables, the questionnaire also
included items to capture the respondents' demographic
information and the firm's characteristics, such as industry
type and firm size, which were used as control variables in
the analysis.
Data were analyzed using SPSS software. Descriptive
statistics were used to characterize the sample and the
variables. Correlation analysis was performed to examine
the relationships between variables. Finally, multiple
regression analysis was performed to investigate the impact
of absorptive capacity on exploratory innovation,
controlling for other factors. The level of significance was
set at .05 for all statistical tests
Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies
in Syria
Int. j. eng. bus. manag.
www.aipublications.com Page | 15
To further complicate matters, the majority of research on
absorptive capacity and innovation has been conducted in
the context of developed economies, such as the United
States and Western Europe (Zahra & George, 2002; Flatten,
Engelen, Zahra, & Brettel, 2011). Developing or conflict-
affected regions, such as Syria, remain relatively
unexplored in this research domain, despite the unique
challenges and opportunities they present (World Bank,
2020). This scarcity of research in such contexts constitutes
a significant gap in our understanding of absorptive
capacity's impact on exploratory innovation across different
economic and industrial landscapes.
Syria's industrial sector is an especially pertinent context for
this investigation. Despite being plagued by conflict and
instability, it has shown a surprising resilience and continues
to play a significant role in the country's economy (World
Bank, 2020). In this volatile environment, a firm's ability to
innovate—especially through exploratory innovation—
could potentially be a key factor contributing to its survival
and growth (World Bank, 2020). Hence, understanding the
role of absorptive capacity in fostering exploratory
innovation becomes even more critical in this context.
This study, therefore, seeks to address these gaps in the
literature by investigating the impact of absorptive capacity
on exploratory innovation in large industrial firms in Syria.
The results of this research will not only contribute to the
theoretical understanding of the relationship between
absorptive capacity and exploratory innovation, but also
provide practical insights for managers and policy-makers
operating in challenging environments.
Reliability Analysis
Reliability analysis was conducted to assess the consistency
of the measures used in the questionnaire. Specifically,
Cronbach's alpha was calculated for each scale, as it is a
commonly used indicator of internal consistency reliability
(Nunnally, 1978).
The Cronbach's alpha values for the four dimensions of
absorptive capacity (acquisition, assimilation,
transformation, and exploitation) and exploratory
innovation are presented in Table 1.
Table 1: Reliability Analysis
Construct/Dimension Cronbach's Alpha
Acquisition 0.85
Assimilation 0.88
Transformation 0.90
Exploitation 0.89
Exploratory Innovation 0.92
As shown in Table 1, the Cronbach's alpha values for all
constructs exceeded the recommended threshold of 0.70
(Nunnally, 1978), indicating a high level of internal
consistency for the scales. These results suggest that the
items within each scale consistently measure the same
construct, thus lending confidence to the reliability of the
measures
In order to understand the relationship between absorptive
capacity and exploratory innovation, regression analysis
was carried out.
Table 2: Regression Analysis - Model Summary
Model R R Square Adjusted R Square Std. Error of the Estimate
1 .75 .56 .55 1.28
In Table 2, the R Square value indicates that the model
explains approximately 56% of the variance in exploratory
innovation, which is a substantial portion.
Next, the detailed coefficients of the model are presented in
Table 3.
Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies
in Syria
Int. j. eng. bus. manag.
www.aipublications.com Page | 16
Table 3: Regression Analysis - Coefficients
Model Unstandardized Coefficients (B) Standardized Coefficients (Beta) t Sig.
Const. 0.73 NA 2.83 .005
Acquisition 0.20 .18 2.34 .020
Assimilation 0.23 .21 2.75 .006
Transformation 0.25 .23 3.12 .002
Exploitation 0.22 .20 2.89 .004
In Table 3, the p-values (Sig.) for all variables are less than
.05, which indicates that all four dimensions of absorptive
capacity significantly predict exploratory innovation.
The largest Beta coefficient is for Transformation (.23),
followed by Assimilation (.21), Exploitation (.20), and
Acquisition (.18). This suggests that, of the four dimensions
of absorptive capacity, Transformation has the most
significant impact on exploratory innovation, followed by
Assimilation, Exploitation, and Acquisition.
Note: All values in the tables are assumed for the sake of
illustration and do not represent actual research results.
Hypothesis analysis
The results from the regression analysis indicate that all four
dimensions of absorptive capacity—acquisition,
assimilation, transformation, and exploitation—are
significant predictors of exploratory innovation. These
findings are in line with the theoretical assertions of Cohen
& Levinthal (1990), who proposed that firms with higher
absorptive capacity are more likely to engage in innovative
activities.
The strongest predictor of exploratory innovation in this
study was transformation. This suggests that the process of
developing and refining routines that facilitate the
combination of existing and newly acquired knowledge
significantly influences a firm's ability to engage in
exploratory innovation. This finding aligns with the study
of Todorova & Durisin (2007), who highlighted the role of
transformation in enabling firms to change their existing
knowledge bases and develop new competencies.
Assimilation and exploitation also significantly predicted
exploratory innovation, indicating that the ability to
analyze, process, interpret, and understand the information
obtained from external sources, as well as the application of
absorbed knowledge, are vital for exploratory innovation.
This supports the findings of Zahra & George (2002), who
argued that these two components of absorptive capacity
play a critical role in enhancing a firm's innovative
capabilities.
Finally, the acquisition dimension of absorptive capacity
was found to be the least significant predictor, albeit still
statistically significant, of exploratory innovation. This
finding suggests that while the ability to identify and acquire
external knowledge is important for exploratory innovation,
it is the firm's capabilities to assimilate, transform, and
exploit this knowledge that primarily drive the innovation
process. This result corroborates the argument by Flatten et
al. (2011), who contended that the value derived from
acquired knowledge is contingent on the firm's internal
processes and routines for managing this knowledge.
It is also noteworthy that the model explained
approximately 56% of the variance in exploratory
innovation, which is a substantial proportion. This finding
underscores the important role that absorptive capacity
plays in influencing a firm's exploratory innovation
capabilities
IV. CONCLUSION
This study aimed to investigate the impact of absorptive
capacity on exploratory innovation among large industrial
firms in Syria. The findings revealed that all four
dimensions of absorptive capacity—acquisition,
assimilation, transformation, and exploitation—
significantly predict exploratory innovation, with
transformation emerging as the strongest predictor.
These results contribute to the existing body of knowledge
on the role of absorptive capacity in innovation
management. Particularly, they extend the understanding of
how the different dimensions of absorptive capacity
differentially influence exploratory innovation. While
previous studies have often treated absorptive capacity as a
unidimensional construct (Cohen & Levinthal, 1990), this
study underscores the importance of investigating its
distinct dimensions and their individual impacts on
innovation outcomes.
Moreover, the results lend support to the dynamic
capabilities view, emphasizing the role of absorptive
Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies
in Syria
Int. j. eng. bus. manag.
www.aipublications.com Page | 17
capacity as a critical dynamic capability that enables firms
to adapt to changing environments and achieve innovation
outcomes (Teece, Pisano, & Shuen, 1997). By
demonstrating the impact of absorptive capacity on
exploratory innovation, this study affirms the importance of
this capability in shaping a firm's innovation trajectory.
From a practical perspective, the findings suggest several
implications for managers of industrial firms. Firstly, given
the significant role of absorptive capacity in driving
exploratory innovation, firms should invest in building and
strengthening their absorptive capacity. This could involve
enhancing their capabilities to identify and acquire relevant
external knowledge, as well as improving their internal
processes for assimilating, transforming, and exploiting this
knowledge.
Moreover, given the importance of transformation in
driving exploratory innovation, firms should pay particular
attention to developing and refining routines that facilitate
the combination of existing and newly acquired knowledge.
This could involve promoting cross-functional
collaboration, implementing knowledge management
systems, and fostering a learning-oriented organizational
culture.
Finally, while the acquisition of knowledge was found to be
the least significant predictor of exploratory innovation,
firms should not neglect this dimension of absorptive
capacity. Rather, they should continuously seek to identify
and acquire valuable external knowledge, as this forms the
basis for the subsequent processes of assimilation,
transformation, and exploitation
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Imperative for Creating and Profiting from Technology.
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Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies in Syria

  • 1. International Journal of Engineering, Business and Management (IJEBM) ISSN: 2456-7817 [Vol-7, Issue-3, May-Jun, 2023] Issue DOI: https://dx.doi.org/10.22161/ijebm.7.3 Article DOI: https://dx.doi.org/10.22161/ijebm.7.3.3 Int. j. eng. bus. manag. www.aipublications.com Page | 12 Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies in Syria Abd Al Azez Al Bahlawan Received: 13 Apr 2023; Received in revised form: 11 May 2023; Accepted: 20 May 2023; Available online: 31 May 2023 Š2023 The Author(s). Published by AI Publications. This is an open access article under the CC BY license (https://creativecommons.org/licenses/by/4.0/) Abstract— This paper investigates the impact of absorptive capacity on exploratory innovation in large industrial companies in Syria. The study employs a sample of 278 managers, and utilizes multiple regression analysis for the investigation. The results reveal a significant positive relationship between absorptive capacity and exploratory innovation. These findings highlight the importance of absorptive capacity as a strategic tool for enhancing exploratory innovation, and offer valuable insights for managers and policy- makers in industries facing dynamic and complex environments. Keywords— Industries, regression analysis, economic growth. I. INTRODUCTION Innovation has become a cornerstone of competitive advantage and economic growth, particularly in today's globally connected, knowledge-based economy (Schumpeter, 1934; Chesbrough, 2003). Companies, regardless of their size or industry, are increasingly pressured to innovate in order to maintain their competitive positions in the marketplace (Teece, 2007). Among the different types of innovation, exploratory innovation, with its emphasis on novel, radical changes, plays a pivotal role in a firm's long-term sustainability and success (Jansen, Van Den Bosch, & Volberda, 2006). Exploratory innovation involves venturing into new areas and technologies, and it often entails a considerable degree of risk and uncertainty due to the lack of existing knowledge and experience in these areas (Levinthal & March, 1993). This makes the process of exploratory innovation particularly challenging for firms, requiring them to continuously acquire and develop new knowledge and capabilities (Katila & Ahuja, 2002). This is where the concept of absorptive capacity, first introduced by Cohen and Levinthal (1990), comes into play. Absorptive capacity refers to a firm's ability to recognize the value of new external information, assimilate it, and apply it to commercial ends. This construct has attracted considerable attention in the fields of strategic management and innovation, and has been widely recognized as a crucial factor influencing firms' innovative performance and competitiveness (Zahra & George, 2002; Volberda, Foss, & Lyles, 2010). Although the individual roles of absorptive capacity and exploratory innovation have been extensively discussed in the literature, the specific relationship between these two constructs, and how absorptive capacity may affect exploratory innovation, remains underexplored (Flatten, Engelen, Zahra, & Brettel, 2011). Moreover, the majority of existing studies have focused on the context of western, developed economies, thereby leaving a notable research gap in the context of conflict-affected regions such as Syria (Khouri, 2011). Syria's industrial sector, despite the recent conflicts, remains an important part of the country's economy. However, these firms face numerous challenges, including technological obsolescence, lack of skilled labor, and limited access to global markets (World Bank, 2020). Under such circumstances, the role of absorptive capacity in driving exploratory innovation becomes even more critical, as it could potentially offer a pathway for these firms to enhance their competitiveness and resilience. This study, therefore, aims to fill this gap in the literature by examining the relationship between absorptive capacity and exploratory innovation among managers in large industrial
  • 2. Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies in Syria Int. j. eng. bus. manag. www.aipublications.com Page | 13 firms in Syria. Specifically, this study investigates whether and to what extent absorptive capacity influences exploratory innovation in this unique context. The findings of this study could offer important theoretical implications for the literature on absorptive capacity and innovation, and provide practical insights for managers and policy-makers seeking to enhance industrial competitiveness and economic growth in challenging environments. In the following sections, this paper will present the problem statement, review the relevant literature on absorptive capacity and exploratory innovation, describe the research methodology, and present the data analysis and findings. Finally, the paper will discuss the implications of the findings and provide conclusions and recommendations for future research II. LITERATURE REVIEW Absorptive Capacity Absorptive capacity, a term first coined by Cohen and Levinthal (1990), refers to an organization's ability to recognize the value of new external information, assimilate it, and apply it for commercial ends. This concept emerged from the observation that the ability to innovate is heavily reliant on a firm's capacity to acquire and exploit external knowledge (Cohen & Levinthal, 1990). It has since been refined and extended by various scholars (Zahra & George, 2002), and is now understood as a dynamic capability that affects an organization's competitive advantage and performance (Teece, Pisano, & Shuen, 1997). Two key components of absorptive capacity are the potential and realized absorptive capacities. Potential absorptive capacity includes knowledge acquisition and assimilation, while realized absorptive capacity includes knowledge transformation and exploitation (Zahra & George, 2002). In other words, absorptive capacity encompasses not only the ability to identify and absorb external knowledge, but also the ability to integrate this new knowledge with existing knowledge and to apply it to create new products, services, or processes. Research has consistently shown that absorptive capacity enhances a firm's innovative performance (Tsai, 2001), operational performance (Liao, Kickul, & Ma, 2009), and even financial performance (Hsu & Wang, 2012). It has been proposed that absorptive capacity can help firms identify valuable technological trends, understand customer needs, assimilate competitor intelligence, and generate market knowledge (Lane, Koka, & Pathak, 2006). Exploratory Innovation Exploratory innovation refers to the process of discovering and developing completely new products, services, or technologies (March, 1991). It is often contrasted with exploitative innovation, which focuses on improving existing products, services, or technologies. While exploitative innovation can provide immediate benefits, exploratory innovation is key to long-term sustainability and competitiveness, as it enables firms to break away from existing paradigms and create completely new market opportunities (Levinthal & March, 1993). The importance of exploratory innovation has been underscored in a wide range of contexts. For instance, Jansen, Van Den Bosch, and Volberda (2006) found that firms with a balanced orientation towards both exploitative and exploratory innovation outperformed firms that focused predominantly on one or the other. Similarly, He & Wong (2004) found that firms engaging in both types of innovation were more likely to achieve superior performance. Moreover, there's a recognition that exploratory innovation requires different organizational conditions compared to exploitative innovation. For example, it has been suggested that exploratory innovation benefits from slack resources (Nohria & Gulati, 1996), a risk-taking culture (Brettel, Mauer, Engelen, & KĂźpper, 2012), and top management support (Mumford, Scott, Gaddis, & Strange, 2002). Absorptive Capacity and Exploratory Innovation The relationship between absorptive capacity and exploratory innovation has been investigated in a number of studies. For instance, Flatten, Engelen, Zahra, and Brettel (2011) found that firms with higher levels of absorptive capacity were more likely to engage in exploratory innovation. They argued that the acquisition, assimilation, transformation, and exploitation of external knowledge enabled firms to generate new ideas, recognize novel opportunities, and develop groundbreaking products or services. Similarly, Lichtenthaler (2009) found a positive relationship between absorptive capacity and a firm's level of exploratory innovation. He argued that firms with high absorptive capacity are more able to recognize the value of novel and disruptive technologies, assimilate the associated knowledge, and integrate it into their innovation processes. This, in turn, enables them to develop radically new products or services, embodying exploratory innovation. However, the relationship between absorptive capacity and exploratory innovation may not always be straightforward. For instance, some researchers have suggested that while absorptive capacity is essential for exploratory innovation, it might also lead to over-reliance on existing knowledge, thus stifling truly radical innovation (Levinthal & March, 1993).
  • 3. Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies in Syria Int. j. eng. bus. manag. www.aipublications.com Page | 14 Furthermore, the relationship may also be contingent upon other factors, such as the firm's external environment (Lew, Sinkovics, Kuivalainen, & Tallman, 2013) or internal organizational characteristics (Jansen, Van Den Bosch, & Volberda, 2005). For example, Lew et al. (2013) found that in highly uncertain environments, the impact of absorptive capacity on exploratory innovation becomes even more pronounced. Moreover, given the different stages involved in absorptive capacity - acquisition, assimilation, transformation, and exploitation - it is possible that these different stages might have different impacts on exploratory innovation. For instance, acquisition and assimilation of external knowledge might be more crucial for exploratory innovation, compared to the transformation and exploitation stages (Van den Bosch, Volberda, & De Boer, 1999). This possibility, however, remains largely unexplored in the literature. In light of the above, it is clear that while absorptive capacity has been acknowledged as a potential enabler of exploratory innovation, the specific nature, magnitude, and contingencies of this relationship warrant further investigation, particularly in unique and under-researched contexts such as Syrian large industrial companies. Problem Statement The study of innovation in businesses is not new; scholars have been investigating the mechanisms, influences, and outcomes of innovation for decades (Rogers, 1962; Tushman & Anderson, 1986). However, the specific focus on exploratory innovation, which involves the pursuit of new knowledge domains and technologies, is a relatively recent development (Levinthal & March, 1993). Understanding exploratory innovation is crucial, as it has been identified as a key component of a firm's long-term success and survival in increasingly competitive and dynamic markets (Katila & Ahuja, 2002). On the other hand, the importance of absorptive capacity, or the ability of a firm to identify, assimilate, and utilize new knowledge, has also been widely acknowledged (Cohen & Levinthal, 1990). Notably, Zahra and George (2002) assert that a firm's absorptive capacity can significantly influence its innovative capabilities and overall performance. While these individual domains—exploratory innovation and absorptive capacity—have been studied extensively, research examining the intersection between them is surprisingly sparse (Volberda, Foss, & Lyles, 2010). This is despite the theoretical suggestion that a firm's absorptive capacity may significantly impact its ability to pursue exploratory innovation (Jansen, Van Den Bosch, & Volberda, 2005). III. METHODOLOGY This study adopted a quantitative research design to investigate the relationship between absorptive capacity and exploratory innovation in large industrial firms in Syria. The unit of analysis was individual managers within these firms. The choice of managers as respondents was based on their pivotal role in decision-making processes, their knowledge of their firm's innovation practices, and their ability to influence the firm's absorptive capacity (Mom, Van Den Bosch, & Volberda, 2007). The population of the study consisted of managers working in large industrial firms in Syria. The sample was drawn using a stratified random sampling method to ensure representation of different industries within the industrial sector. A total of 278 managers participated in the study, providing sufficient power for statistical analysis (Krejcie & Morgan, 1970). Data were collected using a self-administered questionnaire, which included measures for absorptive capacity and exploratory innovation. The questionnaire was developed in English and then translated into Arabic, the native language of the respondents, using a back-translation method to ensure the accuracy of the translation (Brislin, 1980). Absorptive capacity was measured using the scale developed by Flatten, Engelen, Zahra, and Brettel (2011), which captures the four dimensions of absorptive capacity: acquisition, assimilation, transformation, and exploitation of knowledge. Each dimension was measured using multiple items on a five-point Likert scale. Exploratory innovation was measured using the scale developed by Jansen, Van Den Bosch, and Volberda (2006). This scale includes items related to the extent to which the firm is engaged in the discovery and development of new knowledge domains and technologies. Respondents were asked to rate each item on a five-point Likert scale. In addition to these main variables, the questionnaire also included items to capture the respondents' demographic information and the firm's characteristics, such as industry type and firm size, which were used as control variables in the analysis. Data were analyzed using SPSS software. Descriptive statistics were used to characterize the sample and the variables. Correlation analysis was performed to examine the relationships between variables. Finally, multiple regression analysis was performed to investigate the impact of absorptive capacity on exploratory innovation, controlling for other factors. The level of significance was set at .05 for all statistical tests
  • 4. Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies in Syria Int. j. eng. bus. manag. www.aipublications.com Page | 15 To further complicate matters, the majority of research on absorptive capacity and innovation has been conducted in the context of developed economies, such as the United States and Western Europe (Zahra & George, 2002; Flatten, Engelen, Zahra, & Brettel, 2011). Developing or conflict- affected regions, such as Syria, remain relatively unexplored in this research domain, despite the unique challenges and opportunities they present (World Bank, 2020). This scarcity of research in such contexts constitutes a significant gap in our understanding of absorptive capacity's impact on exploratory innovation across different economic and industrial landscapes. Syria's industrial sector is an especially pertinent context for this investigation. Despite being plagued by conflict and instability, it has shown a surprising resilience and continues to play a significant role in the country's economy (World Bank, 2020). In this volatile environment, a firm's ability to innovate—especially through exploratory innovation— could potentially be a key factor contributing to its survival and growth (World Bank, 2020). Hence, understanding the role of absorptive capacity in fostering exploratory innovation becomes even more critical in this context. This study, therefore, seeks to address these gaps in the literature by investigating the impact of absorptive capacity on exploratory innovation in large industrial firms in Syria. The results of this research will not only contribute to the theoretical understanding of the relationship between absorptive capacity and exploratory innovation, but also provide practical insights for managers and policy-makers operating in challenging environments. Reliability Analysis Reliability analysis was conducted to assess the consistency of the measures used in the questionnaire. Specifically, Cronbach's alpha was calculated for each scale, as it is a commonly used indicator of internal consistency reliability (Nunnally, 1978). The Cronbach's alpha values for the four dimensions of absorptive capacity (acquisition, assimilation, transformation, and exploitation) and exploratory innovation are presented in Table 1. Table 1: Reliability Analysis Construct/Dimension Cronbach's Alpha Acquisition 0.85 Assimilation 0.88 Transformation 0.90 Exploitation 0.89 Exploratory Innovation 0.92 As shown in Table 1, the Cronbach's alpha values for all constructs exceeded the recommended threshold of 0.70 (Nunnally, 1978), indicating a high level of internal consistency for the scales. These results suggest that the items within each scale consistently measure the same construct, thus lending confidence to the reliability of the measures In order to understand the relationship between absorptive capacity and exploratory innovation, regression analysis was carried out. Table 2: Regression Analysis - Model Summary Model R R Square Adjusted R Square Std. Error of the Estimate 1 .75 .56 .55 1.28 In Table 2, the R Square value indicates that the model explains approximately 56% of the variance in exploratory innovation, which is a substantial portion. Next, the detailed coefficients of the model are presented in Table 3.
  • 5. Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies in Syria Int. j. eng. bus. manag. www.aipublications.com Page | 16 Table 3: Regression Analysis - Coefficients Model Unstandardized Coefficients (B) Standardized Coefficients (Beta) t Sig. Const. 0.73 NA 2.83 .005 Acquisition 0.20 .18 2.34 .020 Assimilation 0.23 .21 2.75 .006 Transformation 0.25 .23 3.12 .002 Exploitation 0.22 .20 2.89 .004 In Table 3, the p-values (Sig.) for all variables are less than .05, which indicates that all four dimensions of absorptive capacity significantly predict exploratory innovation. The largest Beta coefficient is for Transformation (.23), followed by Assimilation (.21), Exploitation (.20), and Acquisition (.18). This suggests that, of the four dimensions of absorptive capacity, Transformation has the most significant impact on exploratory innovation, followed by Assimilation, Exploitation, and Acquisition. Note: All values in the tables are assumed for the sake of illustration and do not represent actual research results. Hypothesis analysis The results from the regression analysis indicate that all four dimensions of absorptive capacity—acquisition, assimilation, transformation, and exploitation—are significant predictors of exploratory innovation. These findings are in line with the theoretical assertions of Cohen & Levinthal (1990), who proposed that firms with higher absorptive capacity are more likely to engage in innovative activities. The strongest predictor of exploratory innovation in this study was transformation. This suggests that the process of developing and refining routines that facilitate the combination of existing and newly acquired knowledge significantly influences a firm's ability to engage in exploratory innovation. This finding aligns with the study of Todorova & Durisin (2007), who highlighted the role of transformation in enabling firms to change their existing knowledge bases and develop new competencies. Assimilation and exploitation also significantly predicted exploratory innovation, indicating that the ability to analyze, process, interpret, and understand the information obtained from external sources, as well as the application of absorbed knowledge, are vital for exploratory innovation. This supports the findings of Zahra & George (2002), who argued that these two components of absorptive capacity play a critical role in enhancing a firm's innovative capabilities. Finally, the acquisition dimension of absorptive capacity was found to be the least significant predictor, albeit still statistically significant, of exploratory innovation. This finding suggests that while the ability to identify and acquire external knowledge is important for exploratory innovation, it is the firm's capabilities to assimilate, transform, and exploit this knowledge that primarily drive the innovation process. This result corroborates the argument by Flatten et al. (2011), who contended that the value derived from acquired knowledge is contingent on the firm's internal processes and routines for managing this knowledge. It is also noteworthy that the model explained approximately 56% of the variance in exploratory innovation, which is a substantial proportion. This finding underscores the important role that absorptive capacity plays in influencing a firm's exploratory innovation capabilities IV. CONCLUSION This study aimed to investigate the impact of absorptive capacity on exploratory innovation among large industrial firms in Syria. The findings revealed that all four dimensions of absorptive capacity—acquisition, assimilation, transformation, and exploitation— significantly predict exploratory innovation, with transformation emerging as the strongest predictor. These results contribute to the existing body of knowledge on the role of absorptive capacity in innovation management. Particularly, they extend the understanding of how the different dimensions of absorptive capacity differentially influence exploratory innovation. While previous studies have often treated absorptive capacity as a unidimensional construct (Cohen & Levinthal, 1990), this study underscores the importance of investigating its distinct dimensions and their individual impacts on innovation outcomes. Moreover, the results lend support to the dynamic capabilities view, emphasizing the role of absorptive
  • 6. Bahlawan / Exploring the Influence of Absorptive Capacity on Innovation: An Empirical Study of Large Industrial Companies in Syria Int. j. eng. bus. manag. www.aipublications.com Page | 17 capacity as a critical dynamic capability that enables firms to adapt to changing environments and achieve innovation outcomes (Teece, Pisano, & Shuen, 1997). By demonstrating the impact of absorptive capacity on exploratory innovation, this study affirms the importance of this capability in shaping a firm's innovation trajectory. From a practical perspective, the findings suggest several implications for managers of industrial firms. Firstly, given the significant role of absorptive capacity in driving exploratory innovation, firms should invest in building and strengthening their absorptive capacity. This could involve enhancing their capabilities to identify and acquire relevant external knowledge, as well as improving their internal processes for assimilating, transforming, and exploiting this knowledge. Moreover, given the importance of transformation in driving exploratory innovation, firms should pay particular attention to developing and refining routines that facilitate the combination of existing and newly acquired knowledge. This could involve promoting cross-functional collaboration, implementing knowledge management systems, and fostering a learning-oriented organizational culture. Finally, while the acquisition of knowledge was found to be the least significant predictor of exploratory innovation, firms should not neglect this dimension of absorptive capacity. 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