Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs

Multilevel view to strategic change and ambidexterity has received momentum in strategic management. However, previous literature has rarely addressed the strategic aspects of ambidexterity or its decision making pattern in SMEs. Secondly, there is conceptual ambiguity on the concept of the balance...

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Published in:Asia Pacific Management Review
Main Author: Ahmadi M.; Mohd Osman M.H.; Aghdam M.M.
Format: Article
Language:English
Published: National Cheng Kung University 2020
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089700852&doi=10.1016%2fj.apmrv.2020.06.003&partnerID=40&md5=de00743d241b04e527c27d234167cead
id 2-s2.0-85089700852
spelling 2-s2.0-85089700852
Ahmadi M.; Mohd Osman M.H.; Aghdam M.M.
Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
2020
Asia Pacific Management Review
25
3
10.1016/j.apmrv.2020.06.003
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089700852&doi=10.1016%2fj.apmrv.2020.06.003&partnerID=40&md5=de00743d241b04e527c27d234167cead
Multilevel view to strategic change and ambidexterity has received momentum in strategic management. However, previous literature has rarely addressed the strategic aspects of ambidexterity or its decision making pattern in SMEs. Secondly, there is conceptual ambiguity on the concept of the balance dimension of ambidexterity. This study has used a mixed method of research on a sample of Iranian manufacturing SMEs. At the first step, this study used quantitative data to test the proposed model with hierarchical regression analysis. In the second phase, Data Envelope Analysis (DEA) was used to identify the best practices of the proposed model for conducting the interview. In the last stage of the study, qualitative data was collected through semi structured interview, which helped the researchers to do an in depth analysis on optimal composition of ambidexterity. Result from quantitative data has approved the moderating effect of ambidextrous learning on flexibility. The result from DEA and qualitative data analysis has shown the exploitative dominant balanced ambidexterity as the optimal composition of strategies in SMEs. © 2020 College of Management, National Cheng Kung University
National Cheng Kung University
10293132
English
Article
All Open Access; Hybrid Gold Open Access
author Ahmadi M.; Mohd Osman M.H.; Aghdam M.M.
spellingShingle Ahmadi M.; Mohd Osman M.H.; Aghdam M.M.
Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
author_facet Ahmadi M.; Mohd Osman M.H.; Aghdam M.M.
author_sort Ahmadi M.; Mohd Osman M.H.; Aghdam M.M.
title Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
title_short Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
title_full Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
title_fullStr Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
title_full_unstemmed Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
title_sort Integrated exploratory factor analysis and Data Envelopment Analysis to evaluate balanced ambidexterity fostering innovation in manufacturing SMEs
publishDate 2020
container_title Asia Pacific Management Review
container_volume 25
container_issue 3
doi_str_mv 10.1016/j.apmrv.2020.06.003
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089700852&doi=10.1016%2fj.apmrv.2020.06.003&partnerID=40&md5=de00743d241b04e527c27d234167cead
description Multilevel view to strategic change and ambidexterity has received momentum in strategic management. However, previous literature has rarely addressed the strategic aspects of ambidexterity or its decision making pattern in SMEs. Secondly, there is conceptual ambiguity on the concept of the balance dimension of ambidexterity. This study has used a mixed method of research on a sample of Iranian manufacturing SMEs. At the first step, this study used quantitative data to test the proposed model with hierarchical regression analysis. In the second phase, Data Envelope Analysis (DEA) was used to identify the best practices of the proposed model for conducting the interview. In the last stage of the study, qualitative data was collected through semi structured interview, which helped the researchers to do an in depth analysis on optimal composition of ambidexterity. Result from quantitative data has approved the moderating effect of ambidextrous learning on flexibility. The result from DEA and qualitative data analysis has shown the exploitative dominant balanced ambidexterity as the optimal composition of strategies in SMEs. © 2020 College of Management, National Cheng Kung University
publisher National Cheng Kung University
issn 10293132
language English
format Article
accesstype All Open Access; Hybrid Gold Open Access
record_format scopus
collection Scopus
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