Abalo, J., Varela, J., & Manzano, V. (2007). Importance values for Importance–Performance Analysis: A formula for spreading out values derived from preference rankings. Journal of Business Research, 60(2), 115–121. https://doi.org/10.1016/J.JBUSRES.2006.10.009
Adegbite, W. M., & Govender, C. M. (2022). Management barriers to innovation performance in Nigerian manufacturing sector. African Journal of Science, Technology, Innovation and Development, 14(7), 1959–1969. https://doi.org/10.1080/20421338.2021.1991553
Adeyeye, D., Egbetokun, A., Opele, J., Oluwatope, O., & Sanni, M. (2018). How barriers influence firms’ search strategies and innovative performance. International Journal of Innovation Management, 22(2). https://doi.org/10.1142/S1363919618500111
Almanasreh, E., Moles, R., & Chen, T. F. (2019). Evaluation of methods used for estimating content validity. Research in Social and Administrative Pharmacy, 15(2), 214–221. https://doi.org/10.1016/J.SAPHARM.2018.03.066
Amara, N., D’Este, P., Landry, R., & Doloreux, D. (2016). Impacts of obstacles on innovation patterns in KIBS firms. Journal of Business Research, 69(10), 4065–4073. https://doi.org/10.1016/j.jbusres.2016.03.045
Ameen, M., Ahmad, M., Zafar, M., Dawood, S., Ahmad, S., Kazmi, S. I. M., Amin, M. F., Elshikh, M. S., Iqbal, M., Ameen, M., Ahmad, M., Zafar, M., Dawood, S., Ahmad, S., Kazmi, S. I. M., Amin, M. F., Elshikh, M. S., & Iqbal, M. (2024). Sustainable Innovations in Biodiesel Plants: From Production to Environmental Impact. Biodiesel Plants - Fueling the Sustainable Outlooks. https://doi.org/10.5772/INTECHOPEN.1007038
Andy, A., Zalfa El-Hamzah, S. M., & Antonio, F. (2022). Measures of Nursing Environment Multidimensionality and Patient Centricity Using Importance-Performance Map Analysis. Nurse Media Journal of Nursing, 12(3), 325–339. https://doi.org/10.14710/nmjn.v12i3.47508
Arboleda-Muñoz, G. A., Chaparro-Banegas, N., & Roig-Tierno, N. (2026). Bridging the gap: Innovation systems and sustainable development in developing countries. Journal of Open Innovation: Technology, Market, and Complexity, 12(1), 100713. https://doi.org/10.1016/J.JOITMC.2025.100713
Arroyabe, M. F., Arranz, C. F. A., Fernández De Arroyabe, I., & Fernandez de Arroyabe, J. C. (2024). Analyzing AI adoption in European SMEs: A study of digital capabilities, innovation, and external environment. Technology in Society, 79, 102733. https://doi.org/10.1016/J.TECHSOC.2024.102733
Azzopardi, E., & Nash, R. (2013). A critical evaluation of importance–performance analysis. Tourism Management, 35, 222–233. https://doi.org/10.1016/j.tourman.2012.07.007
Caber, M., Albayrak, T., & Matzler, K. (2012). Classification of the destination attributes in the content of competitiveness (by revised importance-performance analysis). Journal of Vacation Marketing, 18(1), 43–56. https://doi.org/10.1177/1356766711428802
Carvache-Franco, O., Carvache-Franco, M., & Carvache-Franco, W. (2022). Barriers to Innovations and Innovative Performance of Companies: A Study from Ecuador. Social Sciences, 11(2). https://doi.org/10.3390/socsci11020063
Castaneda, M., Herrera, M. M., & Méndez-Morales, A. (2023). A simulation-based approach for assessing the innovation barriers in the manufacturing firms. Technology in Society, 75, 102391. https://doi.org/10.1016/J.TECHSOC.2023.102391
Ceccagnoli, M. (2009). Appropriability, preemption, and firm performance. Strategic Management Journal, 30(1), 81–98. https://doi.org/10.1002/smj.723
Chan, F., Mohd Yusuff, R., & Zulkifli, N. (2015). Barriers to Advanced Manufacturing Technology in Small-Medium Enterprises (SMEs) in Malaysia. 2015 International Symposium on Technology Management and Emerging Technologies, 412–416.
Chu, R. K. S., & Choi, T. (2000). An importance-performance analysis of hotel selection factors in the Hong Kong hotel industry: a comparison of business and leisure travellers. Tourism Management, 21(4), 363–377. https://doi.org/10.1016/S0261-5177(99)00070-9
Cinar, E., Trott, P., & Simms, C. (2019). A systematic review of barriers to public sector innovation process. Public Management Review, 2(21).
Coad, A., Pellegrino, G., & Savona, M. (2016). Barriers to innovation and firm productivity. Economics of Innovation and New Technology, 25(3), 321–334. https://doi.org/10.1080/10438599.2015.1076193
Corchuelo Martínez-Azúa, B., & Sama-Berrocal, C. (2022). Objectives of and Barriers to Innovation: How Do They Influence the Decision to Innovate? Journal of Open Innovation: Technology, Market, and Complexity, 8(3). https://doi.org/10.3390/joitmc8030134
Cordeiro, A., & Vieira, F. (2012). Barriers to innovation amongst small and medium-sized enterprises (SMEs) in Portugal. Proceedings of the 7th European Conference on Innovation and Entrepreneurship.
D’Este, P., Iammarino, S., Savona, M., & Von Tunzelmann, N. (2012). What hampers innovation? Revealed barriers versus deterring barriers. Research Policy, 41(2), 482–488. https://doi.org/10.1016/j.respol.2011.09.008
Das, P., Verburg, R., Verbraeck, A., & Bonebakker, L. (2018). Barriers to innovation within large financial services firms. European Journal of Innovation Management, 21(1), 96–112. https://doi.org/10.1108/EJIM-03-2017-0028
De Marchi, V., Giuliani, E., & Rabellotti, R. (2018). Do Global Value Chains Offer Developing Countries Learning and Innovation Opportunities? The European Journal of Development Research, 30(3), 389–407. https://doi.org/10.1057/s41287-017-0126-z
DeJong, W. M., & de Vries, H. J. (2025). A socio-mathematical definition of innovation – The distinction with ordinary change. Technovation, 143, 103220. https://doi.org/10.1016/J.TECHNOVATION.2025.103220
DeMaria, F., & Zezza, A. (2020). Drivers and barriers of process innovation in the EU manufacturing food processing industry: exploring the role of energy policies. Bio-Based and Applied Economics Journal, 9(1), 25–52. https://doi.org/10.22004/AG.ECON.308834
Deng, J., Mcgill, D., & Arbogast, D. (2017). Perceptions of challenges facing rural communities: An importance-performance analysis. Tourism Analysis, 22(2), 219–236. https://doi.org/10.3727/108354217X14888192562401
Drucker, P. F. (1987). The Discipline of Innovation : Harvard Business Review. Research and Technology Plan, 2(4), 484–485. https://doi.org/10.20801/jsrpim.2.4_484_2
du Plessis, M. (2007). The role of knowledge management in innovation. Journal of Knowledge Management, 11(4), 20–29. https://doi.org/10.1108/13673270710762684
Duarte, F. A. P., Madeira, M. J., Moura, D. C., Carvalho, J., & Moreira, J. R. M. (2017). Barriers to innovation activities as determinants of ongoing activities or abandoned. International Journal of Innovation Science, 9(3), 244–264. https://doi.org/10.1108/IJIS-01-2017-0006
Edwards-Schachter, M. (2018). The nature and variety of innovation. International Journal of Innovation Studies, 2(2), 65–79. https://doi.org/10.1016/j.ijis.2018.08.004
Fadda, A., Sanna, D., Sakar, E. H., Gharby, S., Mulas, M., Medda, S., Yesilcubuk, N. S., Karaca, A. C., Gozukirmizi, C. K., Lucarini, M., Lombardi-Boccia, G., Diaconeasa, Z., & Durazzo, A. (2022). Innovative and Sustainable Technologies to Enhance the Oxidative Stability of Vegetable Oils. Sustainability (Switzerland), 14(2). https://doi.org/10.3390/su14020849
Feldens, M. A., Maccari, E. A., & Garcez, M. P. (2012). Barriers for production innovation in small and medium technology-based firms in Brazil. Brazilian Business Review, 9(3), 1–22. https://doi.org/10.15728/bbr.2012.9.3.1
Feng, M., Mangan, J., Wong, C., Xu, M., & Lalwani, C. (2014). Investigating the different approaches to importance–performance analysis. The Service Industries Journal, 34(12), 1021–1041. https://doi.org/10.1080/02642069.2014.915949
Firouzabad, A. S., Sadeghi Moghadam, M. R., Mohaghar, A., & Ghasemian Sahebi, I. (2024). Learning supply chain: conceptualisation, measurement model and features. Supply Chain Forum: An International Journal. https://doi.org/10.1080/16258312.2024.2439779
Fischer, C., Malycha, C. P., & Schafmann, E. (2019). The Influence of Intrinsic Motivation and Synergistic Extrinsic Motivators on Creativity and Innovation. Frontiers in Psychology, 10. https://doi.org/10.3389/fpsyg.2019.00137
Gao, Y., Yue, M., Gan, Y., & Zhang, S. (2025). How to Build Interorganizational Trust in Construction Projects: A Meta-Analysis on Three Trust-Building Mechanisms. Journal of Management in Engineering, 41(4), 04025024. https://doi.org/10.1061/JMENEA.MEENG-6722
Garcia, R., & Calantone, R. (2002). A critical look at technological innovation typology and innovativeness terminology: a literature review. Journal of Product Innovation Management, 19(2), 110–132. https://doi.org/10.1111/1540-5885.1920110
Girma, M., Woldetensae, B., Nuriye, G., & Lika, T. (2022). Importance performance analysis for evaluating city bus service quality in Addis Ababa, Ethiopia. Urban, Planning and Transport Research, 10(1), 451–465. https://doi.org/10.1080/21650020.2022.2099968
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hair, J., Hult, G. T., Ringle, C., & Sarstedt, M. (2014). A primer on partial least squares structural equations modeling (PLS-SEM). SAGE.
Hair, J., Hult, T. M., Ringle, C., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage.
Hartono, A., & Kusumawardhani, R. (2019). Innovation Barriers and Their Impact on Innovation: Evidence from Indonesian Manufacturing Firms. Global Business Review, 20(5), 1196–1213. https://doi.org/10.1177/0972150918801647
Hiatt, Jeff. (2006). ADKAR : a model for change in business, government, and our community. Prosci Learning Center Publications.
Hieu, V. M. (2021). Firm’s innovation ecosystem: Barriers, key success factors and strategies. Webology, 18(3), 14–24.
Hong, J., Liao, Y., Zhang, Y., & Yu, Z. (2019). The effect of supply chain quality management practices and capabilities on operational and innovation performance: Evidence from Chinese manufacturers. International Journal of Production Economics, 212, 227–235. https://doi.org/10.1016/J.IJPE.2019.01.036
Hueske, A. K., & Guenther, E. (2015). What hampers innovation? External stakeholders, the organization, groups and individuals: a systematic review of empirical barrier research. Management Review Quarterly, 65(2), 113–148. https://doi.org/10.1007/s11301-014-0109-5
Ibrahim, S. N. A., & Mohd Matore, M. E. E. (2025). The Validity of the Malaysian Teachers’ Global Competency Level Instrument Using Cohen Kappa, Content Validity Ratio and Content Validity Index Analyses. Journal of Applied Science, Engineering, Technology, and Education, 7(1), 82–93. https://doi.org/10.35877/454RI.ASCI3848
Indrawati, H., Caska, H., & Suarman, H. (2020). Barriers to technological innovations of SMEs: how to solve them? International Journal of Innovation Science, 12(5), 545–564. https://doi.org/10.1108/IJIS-04-2020-0049
Ishak, M. I., Masri, A. N., Rasol, A. A. A., Ibrahim, I. M., & Hasbullah, H. (2025). Amino Acid Deep Eutectic Solvents (AADES) in Oil Purification: An Overview of Properties, Applications, and Future Directions. Journal of Ionic Liquids, 5(1), 100143. https://doi.org/10.1016/J.JIL.2025.100143
Jjagwe, R., Kirabira, J. B., Mukasa, N., & Amanya, L. (2024). The drivers and barriers influencing the commercialization of innovations at research and innovation institutions in Uganda: a systemic, infrastructural, and financial approach. Journal of Innovation and Entrepreneurship 2024 13:1, 13(1), 78-. https://doi.org/10.1186/S13731-024-00435-Y
John, N. J. N., & Sultan, M. F. S. M. F. (2024). Leveraging Edible Oil Producers with Cross-Docking Innovation inPakistan: A Way Forward. Journal of Managerial and Social Science Innovations , 1(1), 11–23. https://www.jomssi.com/jomssi/index.php/jomssi/article/view/2
Jomo, K. S., & Michael Rock. (1998). Economic diversification and primary commodity processing in the second-tier South-East Asian newly industrializing countries.
Khodabakhshi Parizi, F., Farrokh, M., & Mehrabioun, M. (2025). A Sustainable Healthcare Supply Chain Model Based on Big Data Analytics, Lean Operations, and Integration. Industrial Management Journal, 17(3), 56–89. https://doi.org/10.22059/IMJ.2025.388084.1008218
Koellinger, P. (2008). Why are some entrepreneurs more innovative than others? Small Business Economics, 31(1), 21–37. https://doi.org/10.1007/s11187-008-9107-0
Kotter, J. P. . (2012). Leading change. Harvard Business Review Press.
Lawshe, C. H. (1975). A quantitative approach to content validity. Personnel Psychology, 28(4).
Le, P. B. (2024). Applying knowledge-based human resource management to drive innovation: the roles of knowledge sharing and competitive intensity. Management Research Review, 47(4), 602–621. https://doi.org/10.1108/MRR-02-2023-0154
Lewandowska, M. S. (2014). Innovation barriers and international competitiveness of enterprises from Polish food processing industry: Research results. Acta Scientiarum Polonorum. Oeconomia, 13(4), 103–113.
Madeira, M. J., Carvalho, J., Moreira, J., & Duarte, F. A. (2017). Barriers to Innovation and Innovative Performance of Portuguese Firms. XXVII Jornadas Hispano-Lusas Gestión Científica. https://www.portugal2020.pt/
Madrid-Guijarro, A., Garcia, D., & Van Auken, H. (2009). Barriers to innovation among spanish manufacturing SMEs. Journal of Small Business Management, 47(4), 465–488. https://doi.org/10.1111/j.1540-627X.2009.00279.x
Martilla, J. A., & James, J. C. (1977). Importance-Performance Analysis. Journal of Marketing, 41(1), 77–79. https://doi.org/10.1177/002224297704100112
Maware, C., & Parsley, D. M. (2023). Can Industry 4.0 Assist Lean Manufacturing in Attaining Sustainability over Time? Evidence from the US Organizations. Sustainability, 15(3), 1962. https://doi.org/10.3390/su15031962
Nadeem, M. A., Liu, Z., Ali, H. S., Younis, A., Bilal, M., & Xu, Y. (2020). Innovation and Sustainable Development: Does Aid and Political Instability Impede Innovation? SAGE Open, 10(4). https://doi.org/10.1177/2158244020973021
Necadova, M., & Scholleova, H. (2011). Motives and barriers of innovation behaviour of companies. Economics & Management, 2(16), 832–838. https://www.researchgate.net/publication/266875111
Nikiforova, A., Clarinval, A., Zuiderwijk, A., Rudmark, D., Milic, P., & Rajamäe-Soosaar, K. (2024). Innovation Resistance Theory in Action: Unveiling Barriers to Open Government Data Adoption by Public Organizations to Unlock Open Data Innovation. https://arxiv.org/pdf/2407.10883
OECD. (2018). Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Data on Innovation, 4th Edition (The measurement of scientific and technological activities) (Kindle Edition, Vol. 4). OECD.
Ogaji, D. S. (2022). Identifying Primary Health-Care Challenges using the Importance–Performance Analysis. Nigerian Journal of Medicine, 31(5), 562–568. https://doi.org/10.4103/njm.njm_83_22
Özdikicierler, O., Yemişçioğlu, F., Başaran, N., & Önen, F. (2021). Multi-factor optimization of canola oil deodorization parameters and evaluation of linolenic acid isomerization kinetics during pilot-scale deodorization. Journal of Food Measurement and Characterization, 15(1), 604–619. https://doi.org/10.1007/S11694-020-00667-Y/METRICS
Parvand, S., & Rasiah, R. (2021). Adoption of Advanced Technologies in Palm Oil Milling Firms in Malaysia: The Role of Technology Attributes, and Environmental and Organizational Factors. Sustainability, 14(1), 260. https://doi.org/10.3390/SU14010260
Pellegrino, G. (2018). Barriers to innovation in young and mature firms. Journal of Evolutionary Economics, 28(1), 181–206. https://doi.org/10.1007/s00191-017-0538-0
Perel, M. (2002). One Point of View: Corporate Courage: Breaking the Barrier to Innovation. Research-Technology Management, 45(3), 9–17. https://doi.org/10.1080/08956308.2002.11671495
Perkmann, M., & Walsh, K. (2007). University–industry relationships and open innovation: Towards a research agenda. International Journal of Management Reviews, 9(4), 259–280. https://doi.org/10.1111/J.1468-2370.2007.00225.X
Poku, Kwasi. (2002). Small-scale palm oil processing in Africa. Food and Agriculture Organization of the United Nations.
Rađenović, T., Krstić, B., Janjić, I., & Vujatović, M. J. (2023). The effects of R&D performance on the profitability of highly innovative companies. Strategic Management - International Journal of Strategic Management and Decision Support Systems in Strategic Management, 28(3), 34–45. https://doi.org/10.5937/STRAMAN2200034R
Rashid, Z., & Rashid, S. (2024). Political Instability Causes & Affects. Pakistan Journal of Humanities and Social Sciences, 12(1), 294-303–294–303. https://doi.org/10.52131/PJHSS.2024.V12I1.1935
Ringle, C. M., & Sarstedt, M. (2016). Gain more insight from your PLS-SEM results the importance-performance map analysis. Industrial Management and Data Systems, 116(9), 1865–1886. https://doi.org/10.1108/IMDS-10-2015-0449
Russo-Spena, T., Tregua, M., & Bifulco, F. (2017). Searching through the jungle of innovation conceptualisationsSystem, network and ecosystem perspectives. Journal of Service Theory and Practice, 27(5), 977–1005. https://doi.org/10.1108/JSTP-10-2015-0224
Rutten, W., Blaas - Franken, J., & Martin, H. (2016). The impact of (low) trust on knowledge sharing. Journal of Knowledge Management, 20(2), 199–214. https://doi.org/10.1108/JKM-10-2015-0391
Saeida Ardakani, S., Shakeri, F., Zare Amad Abadi, H., & Kavandi, R. (2010). Analysis of Innovation in Vehicle Industry, With Application of SEM. Industrial Management Journal, 2(1). https://imj.ut.ac.ir/article_21312.html
Salleh, M. I. M., Abdullah, R., & Zakaria, N. (2017). Extending Health Information System Evaluation with an Importance‐Performance Map Analysis. In Advances in Health Management (pp. 33–55). InTech. https://doi.org/10.5772/68122
Sampaio, C., & Sebastião, J. R. (2024). Social Innovation and Social Entrepreneurship: Uncovering Themes, Trends, and Discourse. Administrative Sciences, 14(3), 53. https://doi.org/10.3390/admsci14030053
Santamaría, L., Nieto, M. J., & Barge-Gil, A. (2009). Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries. Research Policy, 38(3), 507–517. https://doi.org/10.1016/j.respol.2008.10.004
Sarstedt, M., Hair, J. F., & Ringle, C. M. (2023). “PLS-SEM: indeed a silver bullet” – retrospective observations and recent advances. Journal of Marketing Theory and Practice, 31(3), 261–275. https://doi.org/10.1080/10696679.2022.2056488
Sever, I. (2015). Importance-performance analysis: A valid management tool? Tourism Management, 48, 43–53. https://doi.org/10.1016/j.tourman.2014.10.022
Seyoum, B. (2024). Entrepreneurship, Domestic Investment, and Services. In State Fragility, Business, and Economic Performance: Part F2046 (pp. 225–274). Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-031-44776-1_6
Sieradzka, K. (2014). Barriers to innovation activity of Polish small and medium-sized enterprises. Przedsiębiorstwo i Region, 1(6), 88–96.
Tailab, M. M. K. (2020). Using Importance-Performance Matrix Analysis to Evaluate the Financial Performance of American Banks During the Financial Crisis. Sage Open, 10(1). https://doi.org/10.1177/2158244020902079
Talegeta, S. (2012). Innovation and Barriers to Innovation: Small and Medium Enterprises in Addis Ababa [Addis Ababa University]. In Journal of Small Business and Enterprise Development. https://www.researchgate.net/publication/349142456
Tidd, J. (1997). Complexity, Networks & Learning: Integrative Themes for Research on Innovation Management. International Journal of Innovation Management, 01(01), 1–21. https://doi.org/10.1142/S1363919697000024
Torres de Oliveira, R., Gentile-Lüdecke, S., & Figueira, S. (2022). Barriers to innovation and innovation performance: the mediating role of external knowledge search in emerging economies. Small Business Economics, 58(4), 1953–1974. https://doi.org/10.1007/s11187-021-00491-8
Wong, K. K.-K. (2013). Partial least squares structural equation modeling (PLS-SEM) techniques using SmartPLS. Marketing Bulletin, 24(1), 1–32.
Yeboah, A. (2023). Innovation process model: An integration of innovation costs, benefits and core competence. Cogent Business & Management, 10(1). https://doi.org/10.1080/23311975.2023.2176445
Zarandi, S., Kazempour Teymourloy, M., Vaezi, R., & Ghorbanizadeh, V. (2024). Strategic Industrial Policy for Effective Development: A Review of Brazil’s Industrial Policies. Industrial Management Journal, 16(4), 631–665. https://doi.org/10.22059/IMJ.2024.357918.1008044
Zhang, L. L., Wang, F. Y., Zhang, Y. D., Chu, G. W., & Chen, J. F. (2023). Enhanced chemical deacidification of crude soybean oil by rotating packed bed reactor. Chemical Engineering Science, 282, 119242. https://doi.org/10.1016/J.CES.2023.119242