SlideShare a Scribd company logo
1 of 3
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1798
MODELLING of ENABLERS of INNOVATION for SMEs: AN ISM APPROACH
Mohammad Aalam1, Md Ozair Arshad 2, Shahbaz Khan3
1, 2, 3 Dept. of Mechanical Engineering, Jamia Millia Islamia , New Delhi, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - The growth of the country depends on the
presence of the small and medium enterprise and the policy of
the country to be innovative. In this research paper some
important factors are indentified that are responsible for the
growth of SMEs and country also. An ISM approach is used to
establish interrelationship between these enablers to
innovation for SMEs based on literaturereviews,expert’sviews
and industrial managers of relevant fields and an effort is
made to understand the levels of these factors. These factors
are also categorized depending on their driving power and
dependence power. In this researchstudychangemanagement
and risk taking capacity are top rated factors. In the present
work, eight variables are identified for modeling factors of
innovation to SMEs. By using an ISM approach a relationship
model among factors of innovation to SMEs has been
developed. But this model is not statistically validated.
Key Words: SMEs, Enablers, Innovation, Entrepreneur,
ISM, Modelling
1. INTRODUCTION
Innovation is important for economic growth. An important
factor of the market economy is the role ofinnovation,rather
than price, as a driving force in competition and rivalry
between firms in the marketplace (Austí Segarra-Blasco &
Jose Garcia-Quevedo & Mercedes Teruel-Carrizosa; 2008).
SMEs in the manufacturing sector are also confronted with
increased competition from cheaper manufacturedproducts
from such countries as China and India (Bessant and Tidd,
2007).
Nakane and Hall (2007) presented that some of the
manufacturers were undergoing a ‘paradigmshift’intheway
they look at manufacturing operations these days. As of
today, Indian manufacturing industry has not fared well
against the aggressive competitive strategies adopted by
their international competitors.
A.Haleem et al.2012) hasbeen indentified some crucialCSFs
that are responsible for the growthofmanufacturingsectors.
In this paper, the interactions of enablers of innovation for
SMEsare analysed and modelling approachisusedtorankof
enablers. Interpretive structural modelling (ISM) is applied
to understand the contextual relationship among the
enablers and find out the crucial elements for SMEs.
2. Literature Review
Here literature review is categorized intotwodifferent
sections as given below:
 Innovation of SMEs.
 Enablers of Innovation
2.1. Innovation of SMEs.
A CSF is a factor that is important for an organization to
achieve its goal. According to Boynlon and Zmud (1984),
enablersare those factorsthat areresponsibleforthesuccess
of an organization critical successfactorsincludeissuesvital
to anorganization’s currentoperatingactivitiesanditsfuture
success.
Innovation is not seen as something periodical that happens
by accident, or something that results from the action of an
individual agent. Innovation is seen as the result of an
interactive and nonlinear process between the firm and the
environment (Lundvall, 1992).
Saxena and Sahay (2000) conducted a survey to determine
the world-class status of Indian manufacturing companies.
Chan et al. (2005) discussed maintenance training system,
management support and resource management as some
enablersfor total productivemaintenanceimplementationin
electronic manufacturing company.
Achanga et al. (2006) found out the enablers for successful
lean implementation with SMEs.Mendoza et al. (2007)
suggested a model based on critical success factors for a
customer relationmanagement strategy. These factorscover
the three key aspectsof everycustomerrelationmanagement
strategy: human factors, processes and technology. Many
researchers have dealt with the nature, sources and
determinant elements of innovationtounderstandwhysome
firms innovate more than others. However, few studies have
focused on the factors that restrain innovation and on the
ways to overcome it to promote business excellence. The
identification and the measurementofenablerstoinnovation
are quite important for two reasons. First, the enablers to
innovation should be identified in order to provide the
important changes both at the external and internal level to
overcome it in an effective way. Second, for promoting
business excellence, the measurement of the effects of each
restraining element is fundamental in order to find out the
relativeimportance of each factor(i.e.,economic,internaland
others) and in this way, to promote an entrepreneurial
culture oriented in innovative practices.(M.J. Silva, J. Leitao
and M. Raposo; 2008)
Eid (2009) has suggested comprehensive set of factors
influencing the successful implementation of world class
manufacturing in Egyptian manufacturing firms. amber and
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1799
Dale (2010) presented redundancy program and unskilled
labour in lean production as two CSFs to the application of
lean production system. Brun (2011) has suggested the
enablers of six sigma implementation in Italian companies
and found management involvement and commitment,
cultural change, communication and culture, education and
training as enablers.
2.2. Enablers of Innovation
Enablers approach to innovation is very common for small
and medium size enterprises. A lot of authors have adopted
this approach to innovation for small and medium size. The
enablers were found out through literature survey and
opinion of experts from industry. We have identified eight
enablers that are change management(Ravinderetal.,2015);
Risk taking capacity (Rao and Deshmukh, 1994); funding
(Rameshwar Dubey and Sadia Samar Ali, 2014); Availability
of trained personnel (Tornatzky and Fleischer, 1990);
Customer’s responsiveness (Saleh and Wang, 1993); market
(Lieberman & Montgomery, 1998); Government’s policy
(Narain et al. 2004); Legal structure (Wilson, 2007).
3. Research methodology
The aim of this paper is to examine the relationships among
various enablers of innovation for SMEs and to rank them
with reference to various performance measures. Here, the
ISM is used to examine the contextual relationships among
enablers of innovation for SMEs.
3.1 INTERPRETIVESTRUCTURALMODELLING(ISM)
ISMmethodologywassuggestedbyWarfield(1974)andSage
(1977) is an adaptation of paired-comparison approach.ISM
methodologyis an interactivelearningprocess,wherebyaset
of different and directly related elementsare structured into
a comprehensive systematic model. This model shows the
structure of a complex problem, a system or a field of study,
in a carefully designed pattern involving graphics as well as
words (Lal and Haleem 2009).
3.2 INTERPRETIVE STRUCTURAL MODELLING (ISM) for
ENABLERS of INNOVATION for SMEs
In this section we described the development of ISM model
Table -1: Structural self interaction matrix (SSIM) for
enablers
FACTORS 8 7 6 5 4 3 2
1 Change management A A O O A V X
2 Risk taking capacity A A O A A A
3 funding A A O V A
4 Availability of trained
personnel
A A O V
5 Customer’s responsiveness O O X
6 market A A
7 Government’s policy V
8 Legal structure
Figure1. ISM-Based Structural Model for enablers of
innovation
4. Result and Discussion
ISM can only act as a tool for imposing order and directions
on the complexity of relationships among the variables. ISM
technique has been found appropriate to model the critical
factors(eight in number). In our result Changemanagement
and Risk taking capacity are the top rated enablers to
innovation where as resistance to change and risk aversion
culture were the top rated barriers accordingtoLawrenceH.
Orcutt and Mohamed Y. AlKadri; 2009).
5. CONCLUSIONS
In this paper, an attempt has been made to identifythemajor
enablers of innovation for SMEs that can be useful for
successful in implementation in growth andprofitofSMEsin
India. In the present work, eight variables are identified for
modeling factors of innovation to SMEs. By using an ISM
approach a relationship model among factors of innovation
to SMEs has been developed. But this model is not
statistically validated.
REFERENCES
[1] Achanga, P., et al., 2006. Critical success factors for lean
implementation within SMEs. Journal of Manufacturing
Technology Management, 17 (4), 460–471.
[2] AlKadri, Mohamed, Benouar, Hamed, and Tsao, H.-S.
Jacob. “Intermediate Automation Concepts for
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1800
Incremental Deployment of Automated Highway
Systems,” Transportation Research Record 1651,
Washington, D.C. 1998.
[3] Bamber, L. and Dale, B.G., 2010. Lean production: a
study of application in a traditional manufacturing
environment Production Planning and Control, 11 (3),
291–298.
[4] Baumol, W. J. (2002). The free-market innovation
machine: Analyzing the growth miracle of capitalism.
Princeton, NJ: Princeton University Press.
[5] Bessant J, Tidd J. 2007. Innovation and
Entrepreneurship. Wiley: Chichester, UK.
[6] Boynlon, A.C. and Zmud, R.W., 1984. An assessment of
critical success factors. Sloan Management Review, 25
(4), 17–27.
[7] Brun, A., 2011. Critical success factors of six-sigma
implementations in Italian companies. International
Journal of Production Economics, 131 (1), 158–164.
[8] Dubey R , Ali SS ( 2014) Identification of Flexible
Manufacturing System Dimensions and Their
Interrelationship Using Total Interpretive Structural
Modelling and Fuzzy MICMAC Analysis.GlobalJournalof
Flexible Systems Management (June 2014) 15(2):131–
143
[9] Eid, R., 2009. Factorsaffecting the successof worldclass
manufacturing implementation in less developed
countries: the case of Egypt. Journal of Manufacturing
Technology Management, 20 (7), 989–1008.
[10] Godinho, M. (2002) Inovação e Mudança Tecnológica:
Conceitos e PerspectivasFundamentais, Texto de Apoio
Apresentado ao Curso de Formação Avançada do
PROINOV.
[11] Godinho, M. (2003) ‘Inovação: Conceitos e Perspectivas
Fundamentais’, in M. Rodrigues, A. Neves and M.
Godinho (Eds.) Para uma Política de Inovação em
Portugal, Biblioteca de Economia & Empresa, Dom
Quixote, Lisboa, pp.29–51.
[12] Haleem, A.,et al., 2012. Analysisof criticalsuccessfactors
of world-class manufacturingpractices:anapplicationof
interpretative structural modelling and interpretative
ranking process
[13] Kumar, M., et al., 2008. Common myths of six sigma
demystified. International Journal of Quality &
Reliability Management, 25 (8), 878–895.
[14] Kumar,R., Singh,R.K., Shankar, R., 2015. Critical success
factors for implementation of supply chainmanagement
in Indian small and medium enterprises and their
impact on performance. IIMB Management Review
(2015), http://dx.doi.org/10.1016/ j.iimb.2015.03.001
[15] Lal, R. and Haleem, A., 2009. A structural modelling for
e-governance service delivery in rural India.
International Journal of Electronic Governance,2(1),3–
21.
[16] Leitao, J. (2006) ‘Open innovation clusters: the case of
Cova da Beira region (Portugal)’, Conference
Proceedings of ISBE 2006, Cardiff.
[17] Luthra , S.,Garg,D., Haleem, A.,2015. An analysis of
interactions among critical successfactorstoimplement
green supply chain management towardssustainability:
An Indian perspective Resources Policy
[18] Luthra, S., Kumar, V., Kumar, S., Haleem, A., 2010.Green
supply chain management: a literature review
approach.J.Inf.Knowl.Res.Mech.Eng.1 (1), 12–20.
[19] Luthra, S.,Garg,D.,Haleem,A.,2013.Identifying and
ranking of strategies to implement green supply chain
management in Indian manufacturing industry using
analyticalhierarchyprocess.J.Ind.Eng.Manag.6(4),930–
962.
[20] Mendoza, L.E., et al., 2007. Critical success factors for a
customer relationship management strategy.
Information and Software Technology, 49 (8), 913–945.
[21] Nakane, J. and Hall, R.W., 2007. Holonic manufacturing:
flexibility—the competitive battle in the 1990s.
Production Planning and Control, 2 (1), 2–13.
[22] Narain, R., Yadav, R., & Antony, J. (2004). Productivity
gains from flexible manufacturing—experiences from
India. International Journal of Productivity and
Performance Management, 53(2), 109–128
[23] Rodney McAdam and Gren Armstrong. A symbiosis of
quality and innovation in SMEs: a multiple case study
analysis.Managerial Auditing Journal 16/7 [2001] 394-
399.
[24] Rothwell, R. (1977), “The characteristics of successful
innovatorsand technically progressivefirms(withsome
commentson innovationresearch)”, R&D Management,
Vol. 7 No. 3, pp. 191-206.
[25] Saxena, K.B.C. and Sahay, B.S., 2000. Managing IT for
worldclass manufacturing: the Indian scenario.
International Journal of Information Management, 20
(1), 29–57.
[26] Silva, M. and Leitão, J. (2007), “Determinant Factors of
Innovation Capability of Portuguese Services Firms: A
Logit Model”, proceedings XVII International RESER
Conference "Service Competitiveness and Cohesion -
Balancing Dynamics in the Knowledge Society",13-15th
September 2007, Tampere Hall, Tampere, Finland
[27] Warfield, J.N., 1974. Developing interconnection
matrices in structural modelling. IEEE Transactions on
Systems Man and Cybernetics, 4 (1), 81–87.
[28] Wreder, A., Gustavsson, M., and Klefsjo, B., 2007
Management for sustainable health – a TQM-inspired
model based on experiences taken from successful
Swedish organizations. Benchmarking: AnInternational
Journal, 14 (4), 561–584.

More Related Content

What's hot

The Effect of Change Management on Operational Excellence in Electrical and E...
The Effect of Change Management on Operational Excellence in Electrical and E...The Effect of Change Management on Operational Excellence in Electrical and E...
The Effect of Change Management on Operational Excellence in Electrical and E...oon fok yew
 
Evaluating entrepreneurs competency on the growth of small scale businesses i...
Evaluating entrepreneurs competency on the growth of small scale businesses i...Evaluating entrepreneurs competency on the growth of small scale businesses i...
Evaluating entrepreneurs competency on the growth of small scale businesses i...Alexander Decker
 
Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...
Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...
Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...IOSR Journals
 
Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...
Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...
Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...IJAEMSJORNAL
 
Human Resource Management Practices and Productivity- A Case of Selected Mult...
Human Resource Management Practices and Productivity- A Case of Selected Mult...Human Resource Management Practices and Productivity- A Case of Selected Mult...
Human Resource Management Practices and Productivity- A Case of Selected Mult...inventionjournals
 
Hwy-Chang Moon - A new paradigm for attracting foreign direct investment
Hwy-Chang Moon - A new paradigm for attracting foreign direct investmentHwy-Chang Moon - A new paradigm for attracting foreign direct investment
Hwy-Chang Moon - A new paradigm for attracting foreign direct investmentRussian Asian Business Union
 
Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...
Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...
Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...IJERA Editor
 
Assessment of craftsmen turnover in the construction industry
Assessment of craftsmen turnover in the construction industryAssessment of craftsmen turnover in the construction industry
Assessment of craftsmen turnover in the construction industryAlexander Decker
 
140080714002 paper-1
140080714002 paper-1140080714002 paper-1
140080714002 paper-1pitroda24977
 
It’s high time to come to terms with hcm – the superset of hrm!
It’s high time to come to terms with hcm – the superset of hrm!It’s high time to come to terms with hcm – the superset of hrm!
It’s high time to come to terms with hcm – the superset of hrm!prjpublications
 
An analytical study on a factors affecting employee retention in it industry ...
An analytical study on a factors affecting employee retention in it industry ...An analytical study on a factors affecting employee retention in it industry ...
An analytical study on a factors affecting employee retention in it industry ...iaemedu
 
Entrepreneurial capability and entrepreneurial success of small
Entrepreneurial capability and entrepreneurial success of smallEntrepreneurial capability and entrepreneurial success of small
Entrepreneurial capability and entrepreneurial success of smallAlexander Decker
 
Evaluating the barriers for enhacing the utilization level of advanced manufa...
Evaluating the barriers for enhacing the utilization level of advanced manufa...Evaluating the barriers for enhacing the utilization level of advanced manufa...
Evaluating the barriers for enhacing the utilization level of advanced manufa...IJERA Editor
 
Research Proposal - University of Sunderland
Research Proposal - University of SunderlandResearch Proposal - University of Sunderland
Research Proposal - University of SunderlandPrachi K Petkar
 
The Conceptual Assessment of Malaysian Entrepreneurship
The Conceptual Assessment of Malaysian EntrepreneurshipThe Conceptual Assessment of Malaysian Entrepreneurship
The Conceptual Assessment of Malaysian Entrepreneurshipnabaz4u
 
Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...iaemedu
 
Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...IAEME Publication
 

What's hot (20)

The Effect of Change Management on Operational Excellence in Electrical and E...
The Effect of Change Management on Operational Excellence in Electrical and E...The Effect of Change Management on Operational Excellence in Electrical and E...
The Effect of Change Management on Operational Excellence in Electrical and E...
 
Evaluating entrepreneurs competency on the growth of small scale businesses i...
Evaluating entrepreneurs competency on the growth of small scale businesses i...Evaluating entrepreneurs competency on the growth of small scale businesses i...
Evaluating entrepreneurs competency on the growth of small scale businesses i...
 
Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...
Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...
Entrepreneur as a Career Choice: Interrelationship between Risk Taking, Compe...
 
10120130406018
1012013040601810120130406018
10120130406018
 
Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...
Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...
Innovation Adoption Determinants and Competitive Advantage of Selected SMEs i...
 
Human Resource Management Practices and Productivity- A Case of Selected Mult...
Human Resource Management Practices and Productivity- A Case of Selected Mult...Human Resource Management Practices and Productivity- A Case of Selected Mult...
Human Resource Management Practices and Productivity- A Case of Selected Mult...
 
Hwy-Chang Moon - A new paradigm for attracting foreign direct investment
Hwy-Chang Moon - A new paradigm for attracting foreign direct investmentHwy-Chang Moon - A new paradigm for attracting foreign direct investment
Hwy-Chang Moon - A new paradigm for attracting foreign direct investment
 
Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...
Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...
Multi criteria Decision model (MCDM) for the evaluation of maintenance practi...
 
Assessment of craftsmen turnover in the construction industry
Assessment of craftsmen turnover in the construction industryAssessment of craftsmen turnover in the construction industry
Assessment of craftsmen turnover in the construction industry
 
140080714002 paper-1
140080714002 paper-1140080714002 paper-1
140080714002 paper-1
 
It’s high time to come to terms with hcm – the superset of hrm!
It’s high time to come to terms with hcm – the superset of hrm!It’s high time to come to terms with hcm – the superset of hrm!
It’s high time to come to terms with hcm – the superset of hrm!
 
An analytical study on a factors affecting employee retention in it industry ...
An analytical study on a factors affecting employee retention in it industry ...An analytical study on a factors affecting employee retention in it industry ...
An analytical study on a factors affecting employee retention in it industry ...
 
Entrepreneurial capability and entrepreneurial success of small
Entrepreneurial capability and entrepreneurial success of smallEntrepreneurial capability and entrepreneurial success of small
Entrepreneurial capability and entrepreneurial success of small
 
Evaluating the barriers for enhacing the utilization level of advanced manufa...
Evaluating the barriers for enhacing the utilization level of advanced manufa...Evaluating the barriers for enhacing the utilization level of advanced manufa...
Evaluating the barriers for enhacing the utilization level of advanced manufa...
 
Research Proposal - University of Sunderland
Research Proposal - University of SunderlandResearch Proposal - University of Sunderland
Research Proposal - University of Sunderland
 
72 73
72 7372 73
72 73
 
Impact of leadership on innovation management
Impact of leadership on innovation managementImpact of leadership on innovation management
Impact of leadership on innovation management
 
The Conceptual Assessment of Malaysian Entrepreneurship
The Conceptual Assessment of Malaysian EntrepreneurshipThe Conceptual Assessment of Malaysian Entrepreneurship
The Conceptual Assessment of Malaysian Entrepreneurship
 
Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...
 
Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...Barriers and enablers in implementation of lean six sigma in indian manufactu...
Barriers and enablers in implementation of lean six sigma in indian manufactu...
 

Similar to Modelling Enablers of Innovation for SMEs Using ISM

A Review on Benchmarking Automation in Construction Industry
A Review on Benchmarking Automation in Construction IndustryA Review on Benchmarking Automation in Construction Industry
A Review on Benchmarking Automation in Construction IndustryIRJET Journal
 
Double Performance Prism: innovation performance Measurement systems for manu...
Double Performance Prism: innovation performance Measurement systems for manu...Double Performance Prism: innovation performance Measurement systems for manu...
Double Performance Prism: innovation performance Measurement systems for manu...AM Publications
 
E2123543
E2123543E2123543
E2123543aijbm
 
An empirical analysis of the effect of entrepreneurial orientation on firm pe...
An empirical analysis of the effect of entrepreneurial orientation on firm pe...An empirical analysis of the effect of entrepreneurial orientation on firm pe...
An empirical analysis of the effect of entrepreneurial orientation on firm pe...Alexander Decker
 
STARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCE
STARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCESTARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCE
STARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCEIAEME Publication
 
AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...
AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...
AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...IAEME Publication
 
Critical success factors for knowledge management implementation in life ins...
Critical success factors for knowledge management  implementation in life ins...Critical success factors for knowledge management  implementation in life ins...
Critical success factors for knowledge management implementation in life ins...Sample Assignment
 
Startups and clients perspective on technology business incubators performance
Startups and clients perspective on technology business incubators performanceStartups and clients perspective on technology business incubators performance
Startups and clients perspective on technology business incubators performanceIAEME Publication
 
An Analysis on Employee Turnover Problem in Construction Industry
An Analysis on Employee Turnover Problem in Construction IndustryAn Analysis on Employee Turnover Problem in Construction Industry
An Analysis on Employee Turnover Problem in Construction Industryijtsrd
 
Validity and reliability analysis of the baldrige excellence framework scale
Validity and reliability analysis of the baldrige excellence framework scaleValidity and reliability analysis of the baldrige excellence framework scale
Validity and reliability analysis of the baldrige excellence framework scaleoon fok yew
 
Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...
Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...
Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...Nader Ale Ebrahim
 
Obstacles and implementation of accounting software system in Small Medium En...
Obstacles and implementation of accounting software system in Small Medium En...Obstacles and implementation of accounting software system in Small Medium En...
Obstacles and implementation of accounting software system in Small Medium En...IJSB
 
The development of sustainable manufacturing practices and sustainable perfor...
The development of sustainable manufacturing practices and sustainable perfor...The development of sustainable manufacturing practices and sustainable perfor...
The development of sustainable manufacturing practices and sustainable perfor...Alexander Decker
 
Creating superior operational performance through total quality management pr...
Creating superior operational performance through total quality management pr...Creating superior operational performance through total quality management pr...
Creating superior operational performance through total quality management pr...Alexander Decker
 
E432650
E432650E432650
E432650aijbm
 
Working capital management profitability an empirical analysis
Working capital management  profitability an empirical analysisWorking capital management  profitability an empirical analysis
Working capital management profitability an empirical analysisIAEME Publication
 
Working capital management profitability empirical
Working capital management  profitability  empiricalWorking capital management  profitability  empirical
Working capital management profitability empiricalIAEME Publication
 

Similar to Modelling Enablers of Innovation for SMEs Using ISM (20)

A Review on Benchmarking Automation in Construction Industry
A Review on Benchmarking Automation in Construction IndustryA Review on Benchmarking Automation in Construction Industry
A Review on Benchmarking Automation in Construction Industry
 
Double Performance Prism: innovation performance Measurement systems for manu...
Double Performance Prism: innovation performance Measurement systems for manu...Double Performance Prism: innovation performance Measurement systems for manu...
Double Performance Prism: innovation performance Measurement systems for manu...
 
E2123543
E2123543E2123543
E2123543
 
An empirical analysis of the effect of entrepreneurial orientation on firm pe...
An empirical analysis of the effect of entrepreneurial orientation on firm pe...An empirical analysis of the effect of entrepreneurial orientation on firm pe...
An empirical analysis of the effect of entrepreneurial orientation on firm pe...
 
L1304018086
L1304018086L1304018086
L1304018086
 
10120130406007
1012013040600710120130406007
10120130406007
 
STARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCE
STARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCESTARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCE
STARTUPS AND CLIENTS PERSPECTIVE ON TECHNOLOGY BUSINESS INCUBATORS PERFORMANCE
 
AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...
AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...
AN IMPACT OF LEARNING, ENTREPRENEURIAL AND MARKET ORIENTATION ON INNOVATION C...
 
Critical success factors for knowledge management implementation in life ins...
Critical success factors for knowledge management  implementation in life ins...Critical success factors for knowledge management  implementation in life ins...
Critical success factors for knowledge management implementation in life ins...
 
Startups and clients perspective on technology business incubators performance
Startups and clients perspective on technology business incubators performanceStartups and clients perspective on technology business incubators performance
Startups and clients perspective on technology business incubators performance
 
An Analysis on Employee Turnover Problem in Construction Industry
An Analysis on Employee Turnover Problem in Construction IndustryAn Analysis on Employee Turnover Problem in Construction Industry
An Analysis on Employee Turnover Problem in Construction Industry
 
Validity and reliability analysis of the baldrige excellence framework scale
Validity and reliability analysis of the baldrige excellence framework scaleValidity and reliability analysis of the baldrige excellence framework scale
Validity and reliability analysis of the baldrige excellence framework scale
 
Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...
Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...
Virtual R&D teams and SMEs growth: A comparative study between Iranian and Ma...
 
Obstacles and implementation of accounting software system in Small Medium En...
Obstacles and implementation of accounting software system in Small Medium En...Obstacles and implementation of accounting software system in Small Medium En...
Obstacles and implementation of accounting software system in Small Medium En...
 
Ijm 06 08_003
Ijm 06 08_003Ijm 06 08_003
Ijm 06 08_003
 
The development of sustainable manufacturing practices and sustainable perfor...
The development of sustainable manufacturing practices and sustainable perfor...The development of sustainable manufacturing practices and sustainable perfor...
The development of sustainable manufacturing practices and sustainable perfor...
 
Creating superior operational performance through total quality management pr...
Creating superior operational performance through total quality management pr...Creating superior operational performance through total quality management pr...
Creating superior operational performance through total quality management pr...
 
E432650
E432650E432650
E432650
 
Working capital management profitability an empirical analysis
Working capital management  profitability an empirical analysisWorking capital management  profitability an empirical analysis
Working capital management profitability an empirical analysis
 
Working capital management profitability empirical
Working capital management  profitability  empiricalWorking capital management  profitability  empirical
Working capital management profitability empirical
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINESIVASHANKAR N
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxthe ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxhumanexperienceaaa
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations120cr0395
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
Analog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAnalog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAbhinavSharma374939
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 

Recently uploaded (20)

Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxthe ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
Analog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAnalog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog Converter
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 

Modelling Enablers of Innovation for SMEs Using ISM

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1798 MODELLING of ENABLERS of INNOVATION for SMEs: AN ISM APPROACH Mohammad Aalam1, Md Ozair Arshad 2, Shahbaz Khan3 1, 2, 3 Dept. of Mechanical Engineering, Jamia Millia Islamia , New Delhi, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - The growth of the country depends on the presence of the small and medium enterprise and the policy of the country to be innovative. In this research paper some important factors are indentified that are responsible for the growth of SMEs and country also. An ISM approach is used to establish interrelationship between these enablers to innovation for SMEs based on literaturereviews,expert’sviews and industrial managers of relevant fields and an effort is made to understand the levels of these factors. These factors are also categorized depending on their driving power and dependence power. In this researchstudychangemanagement and risk taking capacity are top rated factors. In the present work, eight variables are identified for modeling factors of innovation to SMEs. By using an ISM approach a relationship model among factors of innovation to SMEs has been developed. But this model is not statistically validated. Key Words: SMEs, Enablers, Innovation, Entrepreneur, ISM, Modelling 1. INTRODUCTION Innovation is important for economic growth. An important factor of the market economy is the role ofinnovation,rather than price, as a driving force in competition and rivalry between firms in the marketplace (Austí Segarra-Blasco & Jose Garcia-Quevedo & Mercedes Teruel-Carrizosa; 2008). SMEs in the manufacturing sector are also confronted with increased competition from cheaper manufacturedproducts from such countries as China and India (Bessant and Tidd, 2007). Nakane and Hall (2007) presented that some of the manufacturers were undergoing a ‘paradigmshift’intheway they look at manufacturing operations these days. As of today, Indian manufacturing industry has not fared well against the aggressive competitive strategies adopted by their international competitors. A.Haleem et al.2012) hasbeen indentified some crucialCSFs that are responsible for the growthofmanufacturingsectors. In this paper, the interactions of enablers of innovation for SMEsare analysed and modelling approachisusedtorankof enablers. Interpretive structural modelling (ISM) is applied to understand the contextual relationship among the enablers and find out the crucial elements for SMEs. 2. Literature Review Here literature review is categorized intotwodifferent sections as given below:  Innovation of SMEs.  Enablers of Innovation 2.1. Innovation of SMEs. A CSF is a factor that is important for an organization to achieve its goal. According to Boynlon and Zmud (1984), enablersare those factorsthat areresponsibleforthesuccess of an organization critical successfactorsincludeissuesvital to anorganization’s currentoperatingactivitiesanditsfuture success. Innovation is not seen as something periodical that happens by accident, or something that results from the action of an individual agent. Innovation is seen as the result of an interactive and nonlinear process between the firm and the environment (Lundvall, 1992). Saxena and Sahay (2000) conducted a survey to determine the world-class status of Indian manufacturing companies. Chan et al. (2005) discussed maintenance training system, management support and resource management as some enablersfor total productivemaintenanceimplementationin electronic manufacturing company. Achanga et al. (2006) found out the enablers for successful lean implementation with SMEs.Mendoza et al. (2007) suggested a model based on critical success factors for a customer relationmanagement strategy. These factorscover the three key aspectsof everycustomerrelationmanagement strategy: human factors, processes and technology. Many researchers have dealt with the nature, sources and determinant elements of innovationtounderstandwhysome firms innovate more than others. However, few studies have focused on the factors that restrain innovation and on the ways to overcome it to promote business excellence. The identification and the measurementofenablerstoinnovation are quite important for two reasons. First, the enablers to innovation should be identified in order to provide the important changes both at the external and internal level to overcome it in an effective way. Second, for promoting business excellence, the measurement of the effects of each restraining element is fundamental in order to find out the relativeimportance of each factor(i.e.,economic,internaland others) and in this way, to promote an entrepreneurial culture oriented in innovative practices.(M.J. Silva, J. Leitao and M. Raposo; 2008) Eid (2009) has suggested comprehensive set of factors influencing the successful implementation of world class manufacturing in Egyptian manufacturing firms. amber and
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1799 Dale (2010) presented redundancy program and unskilled labour in lean production as two CSFs to the application of lean production system. Brun (2011) has suggested the enablers of six sigma implementation in Italian companies and found management involvement and commitment, cultural change, communication and culture, education and training as enablers. 2.2. Enablers of Innovation Enablers approach to innovation is very common for small and medium size enterprises. A lot of authors have adopted this approach to innovation for small and medium size. The enablers were found out through literature survey and opinion of experts from industry. We have identified eight enablers that are change management(Ravinderetal.,2015); Risk taking capacity (Rao and Deshmukh, 1994); funding (Rameshwar Dubey and Sadia Samar Ali, 2014); Availability of trained personnel (Tornatzky and Fleischer, 1990); Customer’s responsiveness (Saleh and Wang, 1993); market (Lieberman & Montgomery, 1998); Government’s policy (Narain et al. 2004); Legal structure (Wilson, 2007). 3. Research methodology The aim of this paper is to examine the relationships among various enablers of innovation for SMEs and to rank them with reference to various performance measures. Here, the ISM is used to examine the contextual relationships among enablers of innovation for SMEs. 3.1 INTERPRETIVESTRUCTURALMODELLING(ISM) ISMmethodologywassuggestedbyWarfield(1974)andSage (1977) is an adaptation of paired-comparison approach.ISM methodologyis an interactivelearningprocess,wherebyaset of different and directly related elementsare structured into a comprehensive systematic model. This model shows the structure of a complex problem, a system or a field of study, in a carefully designed pattern involving graphics as well as words (Lal and Haleem 2009). 3.2 INTERPRETIVE STRUCTURAL MODELLING (ISM) for ENABLERS of INNOVATION for SMEs In this section we described the development of ISM model Table -1: Structural self interaction matrix (SSIM) for enablers FACTORS 8 7 6 5 4 3 2 1 Change management A A O O A V X 2 Risk taking capacity A A O A A A 3 funding A A O V A 4 Availability of trained personnel A A O V 5 Customer’s responsiveness O O X 6 market A A 7 Government’s policy V 8 Legal structure Figure1. ISM-Based Structural Model for enablers of innovation 4. Result and Discussion ISM can only act as a tool for imposing order and directions on the complexity of relationships among the variables. ISM technique has been found appropriate to model the critical factors(eight in number). In our result Changemanagement and Risk taking capacity are the top rated enablers to innovation where as resistance to change and risk aversion culture were the top rated barriers accordingtoLawrenceH. Orcutt and Mohamed Y. AlKadri; 2009). 5. CONCLUSIONS In this paper, an attempt has been made to identifythemajor enablers of innovation for SMEs that can be useful for successful in implementation in growth andprofitofSMEsin India. In the present work, eight variables are identified for modeling factors of innovation to SMEs. By using an ISM approach a relationship model among factors of innovation to SMEs has been developed. But this model is not statistically validated. REFERENCES [1] Achanga, P., et al., 2006. Critical success factors for lean implementation within SMEs. Journal of Manufacturing Technology Management, 17 (4), 460–471. [2] AlKadri, Mohamed, Benouar, Hamed, and Tsao, H.-S. Jacob. “Intermediate Automation Concepts for
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1800 Incremental Deployment of Automated Highway Systems,” Transportation Research Record 1651, Washington, D.C. 1998. [3] Bamber, L. and Dale, B.G., 2010. Lean production: a study of application in a traditional manufacturing environment Production Planning and Control, 11 (3), 291–298. [4] Baumol, W. J. (2002). The free-market innovation machine: Analyzing the growth miracle of capitalism. Princeton, NJ: Princeton University Press. [5] Bessant J, Tidd J. 2007. Innovation and Entrepreneurship. Wiley: Chichester, UK. [6] Boynlon, A.C. and Zmud, R.W., 1984. An assessment of critical success factors. Sloan Management Review, 25 (4), 17–27. [7] Brun, A., 2011. Critical success factors of six-sigma implementations in Italian companies. International Journal of Production Economics, 131 (1), 158–164. [8] Dubey R , Ali SS ( 2014) Identification of Flexible Manufacturing System Dimensions and Their Interrelationship Using Total Interpretive Structural Modelling and Fuzzy MICMAC Analysis.GlobalJournalof Flexible Systems Management (June 2014) 15(2):131– 143 [9] Eid, R., 2009. Factorsaffecting the successof worldclass manufacturing implementation in less developed countries: the case of Egypt. Journal of Manufacturing Technology Management, 20 (7), 989–1008. [10] Godinho, M. (2002) Inovação e Mudança Tecnológica: Conceitos e PerspectivasFundamentais, Texto de Apoio Apresentado ao Curso de Formação Avançada do PROINOV. [11] Godinho, M. (2003) ‘Inovação: Conceitos e Perspectivas Fundamentais’, in M. Rodrigues, A. Neves and M. Godinho (Eds.) Para uma Política de Inovação em Portugal, Biblioteca de Economia & Empresa, Dom Quixote, Lisboa, pp.29–51. [12] Haleem, A.,et al., 2012. Analysisof criticalsuccessfactors of world-class manufacturingpractices:anapplicationof interpretative structural modelling and interpretative ranking process [13] Kumar, M., et al., 2008. Common myths of six sigma demystified. International Journal of Quality & Reliability Management, 25 (8), 878–895. [14] Kumar,R., Singh,R.K., Shankar, R., 2015. Critical success factors for implementation of supply chainmanagement in Indian small and medium enterprises and their impact on performance. IIMB Management Review (2015), http://dx.doi.org/10.1016/ j.iimb.2015.03.001 [15] Lal, R. and Haleem, A., 2009. A structural modelling for e-governance service delivery in rural India. International Journal of Electronic Governance,2(1),3– 21. [16] Leitao, J. (2006) ‘Open innovation clusters: the case of Cova da Beira region (Portugal)’, Conference Proceedings of ISBE 2006, Cardiff. [17] Luthra , S.,Garg,D., Haleem, A.,2015. An analysis of interactions among critical successfactorstoimplement green supply chain management towardssustainability: An Indian perspective Resources Policy [18] Luthra, S., Kumar, V., Kumar, S., Haleem, A., 2010.Green supply chain management: a literature review approach.J.Inf.Knowl.Res.Mech.Eng.1 (1), 12–20. [19] Luthra, S.,Garg,D.,Haleem,A.,2013.Identifying and ranking of strategies to implement green supply chain management in Indian manufacturing industry using analyticalhierarchyprocess.J.Ind.Eng.Manag.6(4),930– 962. [20] Mendoza, L.E., et al., 2007. Critical success factors for a customer relationship management strategy. Information and Software Technology, 49 (8), 913–945. [21] Nakane, J. and Hall, R.W., 2007. Holonic manufacturing: flexibility—the competitive battle in the 1990s. Production Planning and Control, 2 (1), 2–13. [22] Narain, R., Yadav, R., & Antony, J. (2004). Productivity gains from flexible manufacturing—experiences from India. International Journal of Productivity and Performance Management, 53(2), 109–128 [23] Rodney McAdam and Gren Armstrong. A symbiosis of quality and innovation in SMEs: a multiple case study analysis.Managerial Auditing Journal 16/7 [2001] 394- 399. [24] Rothwell, R. (1977), “The characteristics of successful innovatorsand technically progressivefirms(withsome commentson innovationresearch)”, R&D Management, Vol. 7 No. 3, pp. 191-206. [25] Saxena, K.B.C. and Sahay, B.S., 2000. Managing IT for worldclass manufacturing: the Indian scenario. International Journal of Information Management, 20 (1), 29–57. [26] Silva, M. and Leitão, J. (2007), “Determinant Factors of Innovation Capability of Portuguese Services Firms: A Logit Model”, proceedings XVII International RESER Conference "Service Competitiveness and Cohesion - Balancing Dynamics in the Knowledge Society",13-15th September 2007, Tampere Hall, Tampere, Finland [27] Warfield, J.N., 1974. Developing interconnection matrices in structural modelling. IEEE Transactions on Systems Man and Cybernetics, 4 (1), 81–87. [28] Wreder, A., Gustavsson, M., and Klefsjo, B., 2007 Management for sustainable health – a TQM-inspired model based on experiences taken from successful Swedish organizations. Benchmarking: AnInternational Journal, 14 (4), 561–584.