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The purpose of this paper is to determine what the effects of acquisition are on R&D patterns.
Abstract
Purpose
The purpose of this paper is to determine what the effects of acquisition are on R&D patterns.
Design/methodology/approach
This paper tests whether the actual post‐acquisition R&D intensity of the combined firm deviated from the predicted R&D intensity, where the predicted amount is an asset‐weighted average of pre‐acquisition values.
Findings
The results indicate that the combination of technology sourcing and technological relatedness have strong predictive powers for determining changes in post‐acquisition R&D intensity. Technology sourcing acquisition of unrelated technologies results in an increase in post‐acquisition R&D intensity, as predicted. Acquirers in this situation may be using their acquisition as a platform for research expansion.
Research limitations/implications
The dataset used in this paper was restricted to public acquirers and targets for completeness of financial information. It would be useful to determine the extent to which a technology sourcing acquirer is predicted to enter into an acquisition and also whether technology sourcing can be used as a predictor for the ultimate target company out of a pool of potential targets.
Practical implications
The results can be used to inform managers on a strategic level when research strategy deviates from what the theory would predict. For example, if a company that did a technology sourcing acquisition of an unrelated product subsequently decreased R&D intensity, then rival pharmaceutical firms can ascertain that the acquired research was ultimately determined to be too risky or unviable.
Originality/value
The value in this paper is the unique measurement for technology sourcing.
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Annelies Bobelyn, Bart Claryse and Mike Wright
This paper aims to study the effect of two important marketing decisions on the extent of value capturing by the firm owners. First, it addresses the debate whether acquirers of…
Abstract
Purpose
This paper aims to study the effect of two important marketing decisions on the extent of value capturing by the firm owners. First, it addresses the debate whether acquirers of young technology-based firms value targets that span multiple technology and market categories indicating multiples options for growth or prefer more narrowly defined targets with a clear product and market focus. Second, it investigates to what extent the use of alliances for marketing purposes contributes to value capturing and how they moderate the effect of diversification of technology and marketing.
Design/methodology/approach
To estimate the acquisition price, a linear regression model is used, including a Heckman correction controlling for the likelihood of being acquired. The hypotheses are tested in a sample of British venture capital backed firms.
Findings
Firms that convey focus in their marketing activities (either because they focus on a few market categories or because they rely on downstream alliance to market their inventions) receive higher valuations at acquisition than those that diversify. Further, also the size of the product portfolio is negatively correlated to the acquisition price. Finally, the results reveal that firms with a broad patent portfolio can reduce the negative effects on firm value by engaging in less downstream alliances.
Originality/value
This paper advances existing research on exit strategies for entrepreneurial firms by considering factors explaining acquisition prices, instead of acquisition probabilities. Further, it adds the categorization research by demonstrating how acquirers respond to complex combinations of technology and market categories.
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Carmen Haro‐Domínguez, Teresa Ortega‐Egea and Ignacio Tamayo‐Torres
The purpose of this paper is to analyse the influence of the manager's strategic orientation concerning technology acquisition and its repercussions for the firm's performance.
Abstract
Purpose
The purpose of this paper is to analyse the influence of the manager's strategic orientation concerning technology acquisition and its repercussions for the firm's performance.
Design/methodology/approach
These relationships are studied using a sample of Spanish engineering consulting firms, most of them small‐ and medium‐sized enterprises.
Findings
The results obtained show that the proactive character adopted by managers will directly influence the decision‐making process concerning technology acquisitions. Managers with a proactive strategic orientation adopt both internal technological development and the external acquisition of technology, but a slight preference is observed for internal development, even though it achieves considerably less satisfactory results than those achieved with external technology acquisition.
Research limitations/implications
The paper is exploratory in character, and its goal is to show whether interrelations exist between the variables. The sample refers only to engineering consultancies. Another limitation is the cross‐sectional character of the analysis performed.
Practical implications
To obtain perfect adaptation of the firm to its environment, it is crucial that the manager be committed on both the tactical and the operating strategic levels. The paper shows the important role of the manager's strategic orientation in his or her decisions on technology acquisition. Success in this kind of decision is of vital importance to the firm. The high costs of internal development prevent immediate profits, and external acquisition brings high risks.
Originality/value
The paper seeks to stimulate new lines of research regarding these two variables (technology acquisition and manager's strategic orientation) and their repercussions for the firm.
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Presents a case study of an intervention in a technology‐based acquisition. Conceptualizing the technology transfer process as the integrated movement of people, capabilities and…
Abstract
Presents a case study of an intervention in a technology‐based acquisition. Conceptualizing the technology transfer process as the integrated movement of people, capabilities and knowledge, the analysis examines the development and implementation of the acquisition plan. The discussion focuses on the acquiring company’s integration strategy and the ramifications for intervening in such strategic endeavours.
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The purpose of this paper is to examine the effects of international acquisition activities on performance and its role in innovation build‐up in developing countries.
Abstract
Purpose
The purpose of this paper is to examine the effects of international acquisition activities on performance and its role in innovation build‐up in developing countries.
Design/methodology/approach
A case study was used to understand the deep integration process of acquisition process. The theory behind the study is the relationship of innovation management and merger and acquisition activities.
Findings
Acquiring a company with higher technologies has more risks and it requires the acquiring company to master a fast learning capability. The key to a successful international technology acquisition for a developing country is to leverage technology dynamics and build up a high‐level learning capability to absorb tacit knowledge.
Research limitations/implications
An in‐depth case study was adopted. Further quantitative research may be needed to test our research outcome here.
Practical implications
The case study may provide valuable reference for the companies aiming to catch up via international acquisition in the developing countries.
Originality/value
First, this paper is to enrich literature on acquisition research from a technological perspective. Second, fast learning capability, especially the capability to absorb tacit knowledge, is the key to a successful acquisition when a lagging‐behind company in the developing country wants to catch up a leading one.
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Emerging economies and technology firms in these economies have witnessed significant increase in mergers and acquisitions (M&A) activities in recent years. The purpose of this…
Abstract
Purpose
Emerging economies and technology firms in these economies have witnessed significant increase in mergers and acquisitions (M&A) activities in recent years. The purpose of this paper is to conduct an empirical research on Indian technology firms and analyze the influence of firm-specific factors on firms’ M&A decisions.
Design/methodology/approach
A set of 372 Indian firms in the technology sector have been studied for the period 2001-2011, a decade when this sector has seen maximum number of M&A transactions.
Findings
The results show that financially strong, low-debt firms with high market capitalization are the typical acquirers in this segment and they tend to be serial acquirer too.
Originality/value
Contrary to established findings in developed economies, the authors find that Indian technology firms’ acquisition decisions are not associated with their R&D activities, opening up scope for investigations on role of technology assets in emerging market firms’ acquisition decisions.
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Rajasshrie Pillai and Brijesh Sivathanu
Human resource managers are adopting AI technology for conducting various tasks of human resource management, starting from manpower planning till employee exit. AI technology is…
Abstract
Purpose
Human resource managers are adopting AI technology for conducting various tasks of human resource management, starting from manpower planning till employee exit. AI technology is prominently used for talent acquisition in organizations. This research investigates the adoption of AI technology for talent acquisition.
Design/methodology/approach
This study employs Technology-Organization-Environment (TOE) and Task-Technology-Fit (TTF) framework and proposes a model to explore the adoption of AI technology for talent acquisition. The survey was conducted among the 562 human resource managers and talent acquisition managers with a structured questionnaire. The analysis of data was completed using PLS-SEM.
Findings
This research reveals that cost-effectiveness, relative advantage, top management support, HR readiness, competitive pressure and support from AI vendors positively affect AI technology adoption for talent acquisition. Security and privacy issues negatively influence the adoption of AI technology. It is found that task and technology characteristics influence the task technology fit of AI technology for talent acquisition. Adoption and task technology fit of AI technology influence the actual usage of AI technology for talent acquisition. It is revealed that stickiness to traditional talent acquisition methods negatively moderates the association between adoption and actual usage of AI technology for talent acquisition. The proposed model was empirically validated and revealed the predictors of adoption and actual usage of AI technology for talent acquisition.
Practical implications
This paper provides the predictors of the adoption of AI technology for talent acquisition, which is emerging extensively in the human resource domain. It provides vital insights to the human resource managers to benchmark AI technology required for talent acquisition. Marketers can develop their marketing plan considering the factors of adoption. It would help designers to understand the factors of adoption and design the AI technology algorithms and applications for talent acquisition. It contributes to advance the literature of technology adoption by interweaving it with the human resource domain literature on talent acquisition.
Originality/value
This research uniquely validates the model for the adoption of AI technology for talent acquisition using the TOE and TTF framework. It reveals the factors influencing the adoption and actual usage of AI technology for talent acquisition.
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Technology acquisition is a common phenomenon of acquiring external knowledge, but we have a limited understanding of conditions in which the acquirer integrates the target or…
Abstract
Purpose
Technology acquisition is a common phenomenon of acquiring external knowledge, but we have a limited understanding of conditions in which the acquirer integrates the target or not. On one hand, the acquirer may have a policy to integrate the target to benefit from its prior knowledge. On the other hand, the target may face challenges in continuing its knowledge creation and the acquirer may want to provide it autonomy to not disrupt it. This paper aims to identify conditions in which targets tend to be less integrated after acquisitions, allowing them to maintain more autonomy and contribute more to knowledge creation.
Design/methodology/approach
We test our arguments in the empirical setting of the global biopharmaceutical industry using a difference-in-difference approach on a longitudinal dataset of matched patents. We examine self-cites received by patents belonging to acquirers and the targets before and after the acquisitions.
Findings
We find that, on average, the targets’ prior patents do not receive more self-cites after the acquisition. We conclude that this is because their R&D activities are disrupted, suggesting a higher level of post-acquisition integration. However, more nuanced findings reveal that it may not be the case all the time. When the target has more research experience, is international or is specialized in complementary technologies, prior patents of targets continue to receive more self-cites after the acquisition. It indicates that the targets in such conditions continue knowledge creation, suggesting a lower level of post-acquisition integration.
Originality/value
Our findings contribute to post-acquisition integration research. While post-acquisition integration downside is common, we present conditions in which such a downside may be less likely. We highlight that the context of an acquisition may be an important determinant of the extent of integration of the target. Moreover, we supplement the integration research (cultural, structural and human resource and leadership perspectives of integration) by adding a knowledge-based perspective to it. Such dynamics have important implications for acquirers and targets in deriving value from the acquisition.
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Shashi Shekhar Mishra and K.B. Saji
The purpose of this paper is to empirically validate the moderating roles of organizational inertia and project duration in the new high‐tech product development process.
Abstract
Purpose
The purpose of this paper is to empirically validate the moderating roles of organizational inertia and project duration in the new high‐tech product development process.
Design/methodology/approach
The study methodology involved two phases, viz. exploratory and descriptive. The exploratory phase, with the support of a focused literature survey, has resulted in a theoretical framework, which got later validated through the survey based empirical phase.
Findings
The study results suggest that organizational learning and absorptive capacity could trigger a firm's technology acquisition intent, which in turn could increase the firm's propensity to new product commercialization. Contrary to the authors' hypothesis, the study results did not support firm size as an antecedent to the firm's technology acquisition intent. Further, while the project duration is found to negatively moderate the technology acquisition intent to new product commercialization relationship, the study results did not support the moderating effect of organizational inertia on the same.
Practical implications
The study findings suggest that segmenting technology market based on firm size may not be an appropriate marketing strategy; instead organizational factors, viz. organizational learning and absorptive capacity, should be taken as the basis of high‐tech market segmentation. Further, the study has provided the much needed empirical support to the new high‐tech product development process by explaining the moderating effects of organizational inertia and project duration on the relationship between technology acquisition intent and new product commercialization.
Originality/value
The present study is one among those rare empirical investigations that explained the role of organizational variables in the new high‐tech product development process. In addition, the study provides the marketing practitioners the basis of segmentation for high technology markets.
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Ngoc Minh Nguyen, Huong Thu Dang, Minh Khac Nguyen and Mai Lan Mai PHung
This paper aims to examine whether foreign technology acquisition is complementary to internal technology development in the context of a developing country.
Abstract
Purpose
This paper aims to examine whether foreign technology acquisition is complementary to internal technology development in the context of a developing country.
Design/methodology/approach
The selection model developed by Heckman (1979) was applied with the balanced panel data of manufacturing enterprises from the Annual Enterprise and Technology Surveys from 2012 to 2016 conducted by the Vietnamese General Statistics Organization.
Findings
The results indicate that foreign technology acquisition and internal technology development are complementary innovation options. Particularly, the number of patents granted for manufacturing enterprises positively affects the probability that enterprises acquire foreign technologies. This effect is stronger in cases of high-tech industries than in cases of low-tech industries.
Research limitations/implications
Regarding the relationship between internal technology development and foreign technology acquisition, the findings suggest that adoption of foreign technology acquisition and priority in budget allocation for foreign technology acquisition are different in nature and that budget allocation is a more complex issue and may depend on other factors.
Practical implications
For developing countries, governments should adopt policies supporting domestic enterprises in acquiring technologies from advanced countries that could complement the locally developed technologies. These supports should focus on the high-tech or high-innovation rate industries.
Originality/value
In the context of a developing economy, the complementary effect of internal technology development and foreign technology acquisition is stronger in cases of the high-tech industries than in cases of the low-tech industries.
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