Digital transformation in an emerging economy: exploring organizational drivers

References

• Abudaqa, A., Alzahmi, R. A., Almujaini, H., & Ahmed, G. (2022). Does innovation moderate the relationship between digital facilitators, digital transformation strategies, and the overall performance of SMEs in the UAE? International Journal of Entrepreneurial Venturing, 14(3), 1–23. https://doi.org/10.1504/IJEV.2022.124964
   Web of Science ®Google Scholar
• Abubakar, A. M., Elrehail, H., Alatailat, M. A., & Elçi, A. (2019). Knowledge management, decision-making style, and organizational performance. Journal of Innovation & Knowledge, 4(2), 104–114. https://doi.org/10.1016/j.jik.2017.07.003
   Web of Science ®Google Scholar
• Ainin, S., Parveen, F., Moghavvemi, S., Jaafar, N. I., & Shuib, N. L. M. (2015). Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management & Data Systems, 115(3), 570–588. https://doi.org/10.1108/IMDS-07-2014-0205
   Web of Science ®Google Scholar
• Albukhitan, S. (2020). Developing digital transformation strategy for manufacturing. Procedia Computer Science, 170, 664–671. https://doi.org/10.1016/j.procs.2020.03.173
   Google Scholar
• Alrawad, M., Lutfi, A., Alyatama, S., Al Khattab, A., Alsoboa, S. S., Almaiah, M. A., Ramadan, M. H., Arafa, H. M., Ahmed, N. A., Alsyouf, A., & Al-Khasawneh, A. L. (2023). Assessing customers’ perception of online shopping risks: A structural equation modeling–based multigroup analysis. Journal of Retailing and Consumer Services, 71, 103188. https://doi.org/10.1016/j.jretconser.2022.103188
   Web of Science ®Google Scholar
• Amit, R., & Schoemaker, P. J. (1993). Strategic assets and organizational rent. Strategic Management Journal, 14(1), 33–46. https://doi.org/10.1002/smj.4250140105
   Web of Science ®Google Scholar
• Amoah, J., Jibril, A. B., Odei, M. A., Bankuoru Egala, S., Dziwornu, R., & Kwarteng, K. (2023). Deficit of digital orientation among service-based firms in an emerging economy: A resource-based view. Cogent Business & Management, 10(1), 2152891. https://doi.org/10.1080/23311975.2022.2152891
   Web of Science ®Google Scholar
• Ardito, L., Raby, S., Albino, V., & Bertoldi, B. (2021). The duality of digital and environmental orientations in the context of SMEs: Implications for innovation performance. Journal of Business Research, 123, 44–56. https://doi.org/10.1016/j.jbusres.2020.09.022
   Web of Science ®Google Scholar
• Asare, K. (2022). Ghana Records 5.4 Percent Economic Growth in 2021… Driven by Services Sector. The Ghanaian Times. Retrieved August 18, 2022, from https://www.ghanaiantimes.com.gh/ghana-records-5-4-economic-growth-in-2021-driven-by-services-sector/.
   Google Scholar
• Ayyagari, M., Maksimovic, V., & Demirgüç-Kunt, A. (2017, November 14). SME finance. World Bank Policy Research Working Paper No. 8241. Retrieved from 10.1596/1813-9450-8241.
   Google Scholar
• Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16(1), 74–94. https://doi.org/10.1007/BF02723327
   Google Scholar
• Bagozzi, R. P., Yi, Y., & Nassen, K. D. (1998). Representation of measurement error in marketing variables: Review of approaches and extension to three-facet designs. Journal of Econometrics, 89(1–2), 393–421. https://doi.org/10.1016/S0304-4076(98)00068-2
   Web of Science ®Google Scholar
• Bai, C., Quayson, M., & Sarkis, J. (2021). COVID-19 pandemic digitization lessons for sustainable development of micro and small- enterprises. Sustainable Production and Consumption, 27, 1989–2001. https://doi.org/10.1016/j.spc.2021.04.035
   PubMed Web of Science ®Google Scholar
• Barney, J. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
   Web of Science ®Google Scholar
• Barney, J., Wright, M., & Ketchen, D. J. (2001). The resource-based view of the firm: Ten years after 1991. Journal of Management, 27(6), 625–641. https://doi.org/10.1177/014920630102700601
   Web of Science ®Google Scholar
• Barney, J. B. (2001). Resource-based theories of competitive advantage: A ten-year retrospective on the resource-based view. Journal of Management, 27(6), 643–650. https://doi.org/10.1177/014920630102700602
   Web of Science ®Google Scholar
• Beckinsale, M., Levy, M., & Powell, P. (2006). Exploring internet adoption drivers in SMEs. Electronic Markets, 16(4), 361–370. https://doi.org/10.1080/10196780600999841
   Google Scholar
• Bendig, D., Schulz, C., Theis, L., & Raff, S. (2023). Digital orientation and environmental performance in times of technological change. Technological Forecasting and Social Change, 188, 122272. https://doi.org/10.1016/j.techfore.2022.122272
   Web of Science ®Google Scholar
• Bengtsson, M., Boter, H., & Vanyushyn, V. (2007). Integrating the Internet and marketing operations: A study of antecedents in firms of different size. International Small Business Journal: Researching Entrepreneurship, 25(1), 27–48. https://doi.org/10.1177/0266242607071780
   Web of Science ®Google Scholar
• Berman, T., Stuckler, D., Schallmo, D., & Kraus, S. (2023). Drivers and success factors of digital entrepreneurship: A systematic literature review and future research agenda. Journal of Small Business Management, 2023, 1–29. https://doi.org/10.1080/00472778.2023.2238791
   Google Scholar
• Beutel, S., Bendig, D., & Brettel, M. (2019). The intangible value of digitalization-assessing the relationship of digital orientation and intangible value drivers.
   Google Scholar
• Bhaskaran, S. (2013). Structured case studies: Information communication technology adoption by small-to-medium food enterprises. British Food Journal, 115(3), 425–447. https://doi.org/10.1108/00070701311314237
   Web of Science ®Google Scholar
• Bharadwaj, A., El Sawy, O. A., Pavlou, P. A., & Venkatraman, N. V. (2013). Digital business strategy: Toward the next generation of insights. MIS Quarterly, 37(2), 471–482. https://doi.org/10.25300/MISQ/2013/37:2.3
   Web of Science ®Google Scholar
• Biggiero, L. (2006). Industrial and knowledge relocation strategies under the challenges of globalization and digitalization: The move of small and medium enterprises among territorial systems. Entrepreneurship & Regional Development, 18(6), 443–471. https://doi.org/10.1080/08985620600884701
   Web of Science ®Google Scholar
• Bitner, M. J., Zeithaml, V. A., & Gremler, D. D. (2010). Technology’s impact on the gaps model of service quality. Handbook of Service Science, 197–218.
   Google Scholar
• Bocconcelli, R., Cioppi, M., & Pagano, A. (2017). Social media as a resource in SMEs’ sales process. Journal of Business & Industrial Marketing, 32(5), 693–709. https://doi.org/10.1108/JBIM-11-2014-0244
   Web of Science ®Google Scholar
• Borges, M., Hoppen, N., & Luce, F. B. (2009). Information technology impacts market orientation in e-business. Journal of Business Research, 62(9), 883–890. https://doi.org/10.1016/j.jbusres.2008.10.010
   Web of Science ®Google Scholar
• Botta, A., De Donato, W., Persico, V., & Pescapé, A. (2016). Integration of cloud computing and internet of things: A survey. Future Generation Computer Systems, 56, 684–700. https://doi.org/10.1016/j.future.2015.09.021
   Web of Science ®Google Scholar
• Buera, F. J., & Kaboski, J. P. (2012). The rise of the service economy. American Economic Review, 102(6), 2540–2569. https://doi.org/10.1257/aer.102.6.2540
   Web of Science ®Google Scholar
• Buyana, K., Lwasa, S., & Schiebinger, L. (2014). Closing Africa’s infrastructure deficit: The role of gender responsiveness in urban planning. International Journal of Humanities and Social Sciences, 8(3), 878–886.
   Google Scholar
• Capello, R., Lenzi, C., & Panzera, E. (2022). The rise of the digital service economy in European regions. Industry and Innovation, 30(6), 637–663. https://doi.org/10.1080/13662716.2022.2082924
   Web of Science ®Google Scholar
• Carlan, V., Sys, C., Vanelslander, T., & Roumboutsos, A. (2017). Digital innovation in the port sector: Barriers and facilitators. Competition and Regulation in Network Industries, 18(1–2), 71–93. https://doi.org/10.1177/1783591717734793
   Google Scholar
• Carsrud, A., & Cucculelli, M. (2014). Family firms, entrepreneurship, and economic development. Journal of Small Business Management, 52(2), 189–191. https://doi.org/10.1111/jsbm.12104
   Web of Science ®Google Scholar
• Chan, A. P. C., Darko, A., Olanipekun, A. O., & Ameyaw, E. E. (2018). Critical barriers to green building technologies adoption in developing countries: The case of Ghana. Journal of Cleaner Production, 172, 1067–1079. https://doi.org/10.1016/j.jclepro.2017.10.235
   Web of Science ®Google Scholar
• Chavez, R., Malik, M., Ghaderi, H., & Yu, W. (2022). Environmental collaboration with suppliers and cost performance: Exploring the contingency role of digital orientation from a circular economy perspective. International Journal of Operations & Production Management, 43(4), 651–675. https://doi.org/10.1108/IJOPM-01-2022-0072
   Web of Science ®Google Scholar
• Chibelushi, C., & Costello, P. (2009). Challenges facing W. Midlands ICT-oriented SMEs. Journal of Small Business and Enterprise Development, 16(2), 210–239. https://doi.org/10.1108/14626000910956029
   Google Scholar
• Cohen, D., George, K., & Shaw, C. (2015). Are you ready for 3-D printing? McKinsey Quarterly.
   Google Scholar
• de Mello, L., & Ter-Minassian, T. (2020). Digitalization challenges and opportunities for subnational governments.
   Google Scholar
• 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
   Web of Science ®Google Scholar
• Davenport, T. H., & Westerman, G. (2018). Why so many high-profile digital transformations fail. Harvard Business Review, 9, 15.
   Google Scholar
• Davis, G. F., & DeWitt, T. (2021). Organization theory and the resource-based view of the firm: The great divide. Journal of Management, 47(7), 1684–1697. https://doi.org/10.1177/0149206320982650
   Web of Science ®Google Scholar
• Day, G. S. (2011). Closing the marketing capabilities gap. Journal of Marketing, 75(4), 183–195. https://doi.org/10.1509/jmkg.75.4.183
   Web of Science ®Google Scholar
• Di Vaio, A., Palladino, R., Pezzi, A., & Kalisz, D. E. (2021). The role of digital innovation in knowledge management systems: A systematic literature review. Journal of Business Research, 123, 220–231. https://doi.org/10.1016/j.jbusres.2020.09.042
   Web of Science ®Google Scholar
• Donbesuur, F., Ampong, G. O. A., Owusu-Yirenkyi, D., & Chu, I. (2020). Technological innovation, organizational innovation and international performance of SMEs: The moderating role of a domestic institutional environment. Technological Forecasting and Social Change, 161(February), 120252. https://doi.org/10.1016/j.techfore.2020.120252
   Google Scholar
• Egala, B. S., & Afful-Dadzie, E. (2022). Performance of open government data in a developing economy: A multi-stakeholder case analysis of Ghana. Transforming Government: People, Process and Policy, 16(3), 318–333. https://doi.org/10.1108/TG-10-2021-0158
   Google Scholar
• El-Haddadeh, R. (2020). Digital innovation dynamics influence on organizational adoption: The case of cloud computing services. Information Systems Frontiers, 22(4), 985–999. https://doi.org/10.1007/s10796-019-09912-2
   Web of Science ®Google Scholar
• Elia, S., Giuffrida, M., Mariani, M. M., & Bresciani, S. (2021). Resources and digital export: An RBV perspective on the role of digital technologies and capabilities in cross-border e-commerce. Journal of Business Research, 132, 158–169. https://doi.org/10.1016/j.jbusres.2021.04.010
   Web of Science ®Google Scholar
• Eller, R., Alford, P., Kallmünzer, A., & Peters, M. (2020). Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization. Journal of Business Research, 112, 119–127. https://doi.org/10.1016/j.jbusres.2020.03.004
   Web of Science ®Google Scholar
• Endres, H., Huesig, S., & Pesch, R. (2022). Digital innovation management for entrepreneurial ecosystems: Services and functionalities as drivers of innovation management software adoption. Review of Managerial Science, 16(1), 135–156. https://doi.org/10.1007/s11846-021-00441-4
   Web of Science ®Google Scholar
• Ericson, A., Holmqvist, J., Wenngren, J., Kaartinen, H., & Solvang, W. D. (2016). SMEs’ challenges and needs regarding innovation agendas and strategies. 2016 International Symposium on small-scale Intelligent Manufacturing Systems, SIMS 2016, 2005(June), 13–17. https://doi.org/10.1109/SIMS.2016.7802893
   Google Scholar
• Estensoro, M., Larrea, M., Müller, J. M., & Sisti, E. (2022). A resource-based view on SMEs regarding the transition to more sophisticated stages of industry 4.0. European Management Journal, 40(5), 778–792. https://doi.org/10.1016/j.emj.2021.10.001
   Web of Science ®Google Scholar
• Fang, K., & Repnikova, M. (2022). The state-partnership model of digital journalism innovation: Cases from China. The International Journal of Press/Politics, 27(2), 497–517. https://doi.org/10.1177/1940161221991779
   Web of Science ®Google Scholar
• Felicetti, A. M., Corvello, V., & Ammirato, S. (2023). Digital innovation in entrepreneurial firms: A systematic literature review. Review of Managerial Science, 2023, 1–48. https://doi.org/10.1007/s11846-023-00638-9
   Google Scholar
• Fichman, R. G., Dos Santos, B. L., & Zheng, Z. (2014). Digital innovation is a fundamental and powerful concept in the information systems curriculum. MIS Quarterly, 38(2), 329–343. https://doi.org/10.25300/MISQ/2014/38.2.01
   Web of Science ®Google Scholar
• Firk, S., Hanelt, A., Oehmichen, J., & Wolff, M. (2021). Chief digital officers: An analysis of the presence of a centralized digital transformation role. Journal of Management Studies, 58(7), 1800–1831. https://doi.org/10.1111/joms.12718
   Web of Science ®Google Scholar
• Firk, S., Gehrke, Y., Hanelt, A., & Wolff, M. (2022). Top management team characteristics and digital innovation: Exploring digital knowledge and TMT interfaces. Long Range Planning, 55(3), 102166. https://doi.org/10.1016/j.lrp.2021.102166
   Web of Science ®Google Scholar
• Fu, X., & Shi, L. (2022). Direction of innovation in developing countries and its driving forces. World Intellectual Property Organization (WIPO) Economic Research Working Paper Series, (69).
   Google Scholar
• Garzoni, A., De Turi, I., Secundo, G., & Del Vecchio, P. (2020). Fostering digital transformation of SMEs: A four levels approach. Management Decision, 58(8), 1543–1562. https://doi.org/10.1108/MD-07-2019-0939
   Web of Science ®Google Scholar
• Gebhardt, G. F., Carpenter, G. S., & Sherry, J. F.Jr. (2006). Creating a market orientation: A longitudinal, multi-firm, grounded analysis of cultural transformation. Journal of Marketing, 70(4), 37–55. https://doi.org/10.1509/jmkg.70.4.37
   Web of Science ®Google Scholar
• Ghana Statistical Service. (2018). The Integrated Business Establishment Survey (IBES): Comprehensive Sectoral Report [online]. Retrieved from: https://www2.statsghana. gov.GH/doc files/publications/IBES/IBES%20II%20COMPREHENSIVE%20SECTORAL% 20REPORT.pdf.
   Google Scholar
• Graf, M., Peter, M., & Gatziu-Grivas, S. (2019). Foster strategic orientation in the digital age: A methodic approach for guiding SME to a digital transformation. In Business Information Systems Workshops: BIS 2018 International Workshops, July 18–20, 2018, Revised Papers 21 (pp. 420–432). Springer International Publishing.
   Google Scholar
• 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
   Web of Science ®Google Scholar
• Hair, J. F., Sarstedt, M., Pieper, T. M., & Ringle, C. M. (2012). The use of partial least squares structural equation modeling in strategic management research: a review of past practices and recommendations for future applications. Long Range Planning, 45(5–6), 320–340. https://doi.org/10.1016/j.lrp.2012.09.008
   Web of Science ®Google Scholar
• Hansen, E. B., & Bøgh, S. (2021). Artificial intelligence and Internet of things in small and medium-sized enterprises: A survey. Journal of Manufacturing Systems, 58(Part B), 362–372. https://doi.org/10.1016/j.jmsy.2020.08.009
   Web of Science ®Google Scholar
• Haris, M., Nasir, N., & Cheema, S. (2022). The impact of social media activities on emotional attachment with the mediating role of brand image and brand commitment of retail sector. Review of Education, Administration & Law, 5(2), 173–188. https://doi.org/10.47067/real.v5i2.228
   Google Scholar
• Harrigan, P., Ramsey, E., & Ibbotson, P. (2011). Critical factors underpinning the e-CRM activities of SMEs. Journal of Marketing Management, 27(5–6), 503–529. https://doi.org/10.1080/0267257X.2010.495284
   Google Scholar
• Harrigan, P., Ramsey, E., & Ibbotson, P. (2012). Entrepreneurial marketing in SMEs: The key capabilities of e-CRM. Journal of Research in Marketing and Entrepreneurship, 14(1), 40–64. https://doi.org/10.1108/14715201211246760
   Google Scholar
• Haseeb, M., Hussain, H. I., Kot, S., Androniceanu, A., & Jermsittiparsert, K. (2019). Role of social and technological challenges in achieving a sustainable competitive advantage and sustainable business performance. Sustainability, 11(14), 811. https://doi.org/10.3390/su11143811
   Web of Science ®Google Scholar
• Hatammimi, J., & Purnama, S. D. (2022). Factors affecting prospective entrepreneurs to utilize e-marketplace: A study of business school students in Indonesia. International Journal of Research in Business and Social Science (2147-4478), 11(1), 01–11. https://doi.org/10.20525/ijrbs.v11i1.1573
   Google Scholar
• Henfridsson, O., & Lyytinen, K. (2010). The new organizing logic of digital innovation: An agenda for information systems research. Information Systems Research, 21(4), 724–735. https://doi.org/10.1287/isre.1100.0322
   Web of Science ®Google Scholar
• Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
   Web of Science ®Google Scholar
• Iliescu, M. E. (2020). Barriers to digital transformation in SMEs: A qualitative exploration of factors affecting ERP adoption in Romania. STRATEGIC, 453.
   Google Scholar
• Johri, A., Bhadula, S., Sharma, S., & Shukla, A. S. (2022). Assessment of factors affecting the implementation of IoT-based smart skin monitoring systems. Technology in Society, 68, 101908. https://doi.org/10.1016/j.techsoc.2022.101908
   Web of Science ®Google Scholar
• Jones, P., Simmons, G., Packham, G., Beynon-Davies, P., & Pickernell, D. (2014). An exploration of the attitudes and strategic responses of sole-proprietor micro-enterprises in adopting information and communication technology. International Small Business Journal, 32(3), 285–306. https://doi.org/10.1177/0266242612461802
   Web of Science ®Google Scholar
• Karim, M. S., Nahar, S., & Demirbag, M. (2022). A resource-based perspective on ICT use and firm performance: A meta-analysis investigating the moderating role of cross-country ICT development status. Technological Forecasting and Social Change, 179, 121626. https://doi.org/10.1016/j.techfore.2022.121626
   Web of Science ®Google Scholar
• Kayanula, D., & Quartey, P. (2000). The policy environment for promoting small and medium-sized enterprises in Ghana and Malawi.
   Google Scholar
• Kellermanns, F., Walter, J., Crook, T. R., Kemmerer, B., & Narayanan, V. (2016). The resource-based view in entrepreneurship: A content-analytical comparison of researchers’ and entrepreneurs’ views. Journal of Small Business Management, 54(1), 26–48. https://doi.org/10.1111/jsbm.12126
   Web of Science ®Google Scholar
• Kendall, J. D., Tung, L. L., Chua, K. H., Ng, C. H. D., & Tan, S. M. (2001). Receptivity of Singapore’s SMEs to electronic commerce adoption. The Journal of Strategic Information Systems, 10(3), 223–242. https://doi.org/10.1016/S0963-8687(01)00048-8
   Web of Science ®Google Scholar
• Ketchen, D. J., Jr, Ireland, R. D., & Snow, C. C. (2007). Strategic entrepreneurship, collaborative innovation, and wealth creation. Strategic Entrepreneurship Journal, 1(3–4), 371–385. https://doi.org/10.1002/sej.20
   Web of Science ®Google Scholar
• Khrais, L. T., & Alghamdi, A. M. (2022). Factors that affect digital innovation sustainability among SMEs in the Middle East Region. Sustainability, 14(14), 8585. https://doi.org/10.3390/su14148585
   Web of Science ®Google Scholar
• Kim, H. K., & Lee, C. W. (2021). Relationships among healthcare digitalization, social capital, and supply chain performance in the healthcare manufacturing industry. International Journal of Environmental Research and Public Health, 18(4), 1417. https://doi.org/10.3390/ijerph18041417
   PubMed Web of Science ®Google Scholar
• Kim, H. (2022). Performance from building smart factories of small-and medium-sized enterprises: The moderating effects of product complexity and company size. International Journal of Operations & Production Management, 42(10), 1497–1520. https://doi.org/10.1108/IJOPM-10-2021-0654
   Web of Science ®Google Scholar
• Kindermann, B., Beutel, S., de Lomana, G. G., Strese, S., Bendig, D., & Brettel, M. (2021). Digital orientation: Conceptualization and operationalization of a new strategic orientation. European Management Journal, 39(5), 645–657. https://doi.org/10.1016/j.emj.2020.10.009
   Web of Science ®Google Scholar
• Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methods. Information Systems Journal, 28(1), 227–261. https://doi.org/10.1111/isj.12131
   Web of Science ®Google Scholar
• Kraus, S., Vonmetz, K., Orlandi, L. B., Zardini, A., & Rossignoli, C. (2023). Digital entrepreneurship: The role of entrepreneurial orientation and digitalization for disruptive innovation. Technological Forecasting and Social Change, 193, 122638. https://doi.org/10.1016/j.techfore.2023.122638
   Web of Science ®Google Scholar
• Kuceba, R., Chmielarz, G., & Soltysiak, M. (2021). Vital factors stimulating development and competitiveness of design and construction enterprises of photovoltaic farms. Energies, 14(12), 3399. https://doi.org/10.3390/en14123399
   Web of Science ®Google Scholar
• Kwarteng, M. A., Jibril, A. B., Nwaiwu, F., Pilík, M., & Chovancova, M. (2021). The prospects of Internet-based channel Orientation for the competitiveness of service companies in the domestic market. International Journal of Information Management, 58, 102223. https://doi.org/10.1016/j.ijinfomgt.2020.102223
   Web of Science ®Google Scholar
• Ladeira, M. J. M., Ferreira, F. A. F., Ferreira, J. J. M., Fang, W., Falcão, P. F., & Rosa, Á. A. (2019). Exploring the determinants of digital entrepreneurship using fuzzy cognitive maps. International Entrepreneurship and Management Journal, 15(4), 1077–1101. https://doi.org/10.1007/s11365-019-00574-9
   Web of Science ®Google Scholar
• Lee, S., Park, G., Yoon, B., & Park, J. (2010). Open innovation in SMEs – An intermediated network model. Research Policy, 39(2), 290–300. https://doi.org/10.1016/j.respol.2009.12.009
   Web of Science ®Google Scholar
• Lee, Y. Y., Falahat, M., & Sia, B. K. (2021). Drivers of digital adoption: A multiple case analysis among low and high-tech industries in Malaysia. Asia-Pacific Journal of Business Administration, 13(1), 80–97. https://doi.org/10.1108/APJBA-05-2019-0093
   Web of Science ®Google Scholar
• Lee, Y., Zhuang, Y., Joo, M., & Bae, T. J. (2019). Revisiting and Slevin (1989): Replication and extension of the relationship between entrepreneurial orientation and firm performance. Journal of Business Venturing Insights, 12, e00144. https://doi.org/10.1016/j.jbvi.2019.e00144
   Google Scholar
• Li, G., & Shao, Y. (2023). How do top management team characteristics affect digital orientation? Exploring the internal driving forces of firm digitalization. Technology in Society, 74, 102293. https://doi.org/10.1016/j.techsoc.2023.102293
   Web of Science ®Google Scholar
• Li, Z., Anaba, O. A., Ma, Z., & Li, M. (2021). Ghanaian SMEs amidst the COVID-19 pandemic: evaluating the influence of entrepreneurial orientation. Vin, 2021(3), 1131.
   Google Scholar
• Li, Y., Hu, Y., Li, L., Zheng, J., Yin, Y., & Fu, S. (2023). Drivers and outcomes of circular economy implementation: Evidence from China. Industrial Management & Data Systems, 123(4), 1178–1197. https://doi.org/10.1108/IMDS-05-2022-0267
   Web of Science ®Google Scholar
• Li, J., Bouraoui, T., & Radulescu, M. (2023). On the drivers of sustainable development: Empirical evidence from developed and emerging markets. Applied Economics, 55(57), 6809–6821. https://doi.org/10.1080/00036846.2023.2166660
   Web of Science ®Google Scholar
• Lim, J. Y. K. (2018). IT-enabled awareness and self-directed leadership behaviors in virtual teams. Information and Organization, 28(2), 71–88. https://doi.org/10.1016/j.infoandorg.2018.02.001
   Web of Science ®Google Scholar
• Ling, C. Y. (2001). Model of factors influences on electronic commerce adoption diffusion in small & medium-sized enterprise. The Curtin University of Technology. Industrial Management & Data Systems, 108(2), 2008.
   Google Scholar
• Liu, Y., Dong, J., Mei, L., & Shen, R. (2022). Digital innovation and performance of manufacturing firms: An affordance perspective. Technovation, 119, 102458. https://doi.org/10.1016/j.technovation.2022.102458
   Web of Science ®Google Scholar
• Lonial, S. C., & Carter, R. E. (2015). The impact of organizational orientations on medium and small firm performance: A resource-based perspective. Journal of Small Business Management, 53(1), 94–113. https://doi.org/10.1111/jsbm.12054
   Web of Science ®Google Scholar
• Lucchetti, R., & Sterlacchini, A. (2004). The adoption of ICT among SMEs: Evidence from an Italian survey. Small Business Economics, 23(2), 151–168. https://doi.org/10.1023/B:SBEJ.0000027667.55821.53
   Web of Science ®Google Scholar
• Mahdi, N. S. (2019). The influence of information technology (IT) on organization leadership and performance. Periodicals of Engineering and Natural Sciences (PEN), 7(4), 1618–1625.
   Google Scholar
• Mamman, A., Bawole, J., Agbebi, M., & Alhassan, A. R. (2019). SME policy formulation and implementation in Africa: Unpacking assumptions as an opportunity for research direction. Journal of Business Research, 97(April), 304–315. https://doi.org/10.1016/j.jbusres.2018.01.044
   Web of Science ®Google Scholar
• Mathafena, R. B., & Msimango-Galawe, J. (2023). Entrepreneurial orientation, market orientation and opportunity exploitation in driving business performance: The moderating effect of inter-functional coordination. Journal of Entrepreneurship in Emerging Economies, 15(3), 538–565. https://doi.org/10.1108/JEEE-03-2021-0114
   Web of Science ®Google Scholar
• Matthews, R. L., MacCarthy, B. L., & Braziotis, C. (2017). Organizational learning in SMEs: A process improvement perspective. International Journal of Operations & Production Management, 37(7), 970–1006. https://doi.org/10.1108/IJOPM-09-2015-0580
   Web of Science ®Google Scholar
• Mehrtens, J., Cragg, P. B., & Mills, A. M. (2001). A model of Internet adoption by SMEs. Information & Management, 39(3), 165–176. https://doi.org/10.1016/S0378-7206(01)00086-6
   Web of Science ®Google Scholar
• Miller, G. T., & Spoolman, S. (2014). Sustaining the earth. Cengage Learning.
   Google Scholar
• Mittal, S., Khan, M. A., Romero, D., & Wuest, T. (2018). A critical review of smart manufacturing & Industry 4.0 maturity models: Implications for small and medium-sized enterprises (SMEs). Journal of Manufacturing Systems, 49, 194–214. https://doi.org/10.1016/j.jmsy.2018.10.005
   Web of Science ®Google Scholar
• Mithas, S., Tafti, A., & Mitchell, W. (2013). How a firm’s competitive environment and digital strategic posture influence digital business strategy. MIS Quarterly, 511–536.
   Google Scholar
• Mocker, M., Kagan, M. H., & Ross, J. W. (2014). Continuous Transformation at IBM: Addressing Disruption from New Technologies. MIT Cent. Inf. Syst. Res. Work. Pap, 398, 1–13.
   Google Scholar
• Mubarak, M. F., & Petraite, M. (2020). Industry 4.0 technologies, digital trust, and technological orientation: What matters in open innovation? Technological Forecasting and Social Change, 161, 120332. https://doi.org/10.1016/j.techfore.2020.120332
   Web of Science ®Google Scholar
• Muhos, M., Saarela, M., Foit, D., & Rasochova, L. (2019). Management priorities of digital health service startups in California. International Entrepreneurship and Management Journal, 15(1), 43–62. https://doi.org/10.1007/s11365-018-0546-z
   Web of Science ®Google Scholar
• Nambisan, S., Lyytinen, K., Majchrzak, A., & Song, M. (2017). Digital Innovation Management: Reinventing innovation management research in a digital world. MIS Quarterly, 41(1), 223–238. https://doi.org/10.25300/MISQ/2017/41:1.03
   Web of Science ®Google Scholar
• Nambisan, S., Wright, M., & Feldman, M. (2019). The digital transformation of innovation and entrepreneurship: Progress, challenges, and key themes. Research Policy, 48(8), 103773. https://doi.org/10.1016/j.respol.2019.03.018
   Web of Science ®Google Scholar
• Nan, N., & Tanriverdi, H. (2017). Unifying the role of IT in hyper turbulence and competitive advantage via a multilevel perspective of IS strategy. MIS Quarterly, 41(3), 937–958. https://doi.org/10.25300/MISQ/2017/41.3.12
   Web of Science ®Google Scholar
• Neligan, A., Baumgartner, R. J., Geissdoerfer, M., & Schöggl, J. P. (2023). Circular disruption: Digitalisation as a driver of circular economy business models. Business Strategy and the Environment, 32(3), 1175–1188. https://doi.org/10.1002/bse.3100
   Web of Science ®Google Scholar
• Newbert, S. L. (2008). Value, rareness, competitive advantage, and performance: A conceptual-level empirical investigation of the resource-based view of the firm. Strategic Management Journal, 29(7), 745–768. https://doi.org/10.1002/smj.686
   Web of Science ®Google Scholar
• Newbert, S. L. (2007). Empirical research on the resource-based view of the firm: An assessment and suggestions for future research. Strategic Management Journal, 28(2), 121–146. https://doi.org/10.1002/smj.573
   Web of Science ®Google Scholar
• Ngai, L. R., & Petrongolo, B. (2017). Gender gaps and the rise of the service economy. American Economic Journal, 9(4), 1–44. https://doi.org/10.1257/mac.20150253
   Google Scholar
• Nguyen, T. H., Newby, M., & Macaulay, M. J. (2015). Information technology adoption in small business: Confirmation of a proposed framework. Journal of Small Business Management, 53(1), 207–227. https://doi.org/10.1111/jsbm.12058
   Web of Science ®Google Scholar
• North, K., Aramburu, N., & Lorenzo, O. J. (2020). Promoting digitally enabled growth in SMEs: A framework proposal. Journal of Enterprise Information Management, 33(1), 238–262. https://doi.org/10.1108/JEIM-04-2019-0103
   Web of Science ®Google Scholar
• Nwankpa, J. K., & Datta, P. (2017). Balancing exploration and exploitation of IT resources: The influence of Digital Business Intensity on perceived organizational performance. European Journal of Information Systems, 26(5), 469–488. https://doi.org/10.1057/s41303-017-0049-y
   Web of Science ®Google Scholar
• Nwankpa, J. K., & Merhout, J. W. (2020). Exploring the effect of digital investment on IT innovation. Sustainability, 12(18), 7374. https://doi.org/10.3390/su12187374
   Web of Science ®Google Scholar
• O’Toole, T. (2003). E-relationships–emergence and the small firm. Marketing Intelligence & Planning, 21(2), 115–122. https://doi.org/10.1108/02634500310465434
   Google Scholar
• Omrani, N., Rejeb, N., Maalaoui, A., Dabic, M., & Kraus, S. (2022). Drivers of digital transformation in SMEs. IEEE Transactions on Engineering Management, 2022, 1–14. https://doi.org/10.1109/TEM.2022.3215727
   Google Scholar
• Oni, O., & Papazafeiropoulou, A. (2014). Diverse views on IT innovation diffusion among SMEs: Influencing factors of broadband adoption. Information Systems Frontiers, 16(4), 729–747. https://doi.org/10.1007/s10796-012-9384-7
   Web of Science ®Google Scholar
• Parviainen, P., Tihinen, M., Kääriäinen, J., & Teppola, S. (2022). Tackling the digitalization challenge: How to benefit from digitalization in practice. International Journal of Information Systems and Project Management, 5(1), 63–77. https://doi.org/10.12821/ijispm050104
   Google Scholar
• Peillon, S., & Dubruc, N. (2019). Barriers to digital servitization in French manufacturing SMEs. Procedia CIRP, 83, 146–150. https://doi.org/10.1016/j.procir.2019.04.008
   Google Scholar
• Peltier, J. W., Schibrowsky, J. A., & Zhao, Y. (2009). Understanding the antecedents to the adoption of CRM technology by small retailers: Entrepreneurs vs owner-managers.International Small Business Journal, 27, 307–336. https://doi.org/10.1177/0266242609102276
   Web of Science ®Google Scholar
• Peña, A. I. P., Frías-Jamilena, D. M., & Rodríguez Molina, M. A. (2011). Impact of market orientation and ICT on the performance of rural smaller service enterprises. Journal of Small Business Management, 49(3), 331–360. https://doi.org/10.1111/j.1540-627X.2011.00332.x
   Google Scholar
• Peteraf, M. A. (1993). The cornerstones of competitive advantage: A resource-based view. Strategic Management Journal, 14(3), 179–191. https://doi.org/10.1002/smj.4250140303
   Web of Science ®Google Scholar
• Pfister, P., & Lehmann, C. (2021). Returns on digitization in SMEs – A systematic literature review. Journal of Small Business & Entrepreneurship, 35(4), 574–598. https://doi.org/10.1080/08276331.2021.1980680
   Google Scholar
• Polyakov, M., & Kovshun, N. (2021). Diffusion of innovations as a key driver of the digital economy development. Baltic Journal of Economic Studies, 7(1), 84–92. https://doi.org/10.30525/2256-0742/2021-7-1-84-92
   Web of Science ®Google Scholar
• Quinton, S., Canhoto, A., Molinillo, S., Pera, R., & Budhathoki, T. (2018). Conceptualizing a digital orientation: Antecedents of supporting SME performance in the digital economy. Journal of Strategic Marketing, 26(5), 427–439. https://doi.org/10.1080/0965254X.2016.1258004
   Web of Science ®Google Scholar
• Rachmawati, F., Suryajaya, B., & Hardian, B. (2021, September). Impact of changing scope and customer involvement to perceived benefit. In 2021 4th International Conference of Computer and Informatics Engineering (IC2IE) (pp. 232–237). IEEE. https://doi.org/10.1109/IC2IE53219.2021.9649115
   Google Scholar
• Radicic, D., & Petković, S. (2023). Impact of digitalization on technological innovations in small and medium-sized enterprises (SMEs). Technological Forecasting and Social Change, 191, 122474. https://doi.org/10.1016/j.techfore.2023.122474
   Web of Science ®Google Scholar
• Ramdani, B., Raja, S., & Kayumova, M. (2022). Digital innovation in SMEs: a systematic review, synthesis and research agenda. Information Technology for Development, 28(1), 56–80. https://doi.org/10.1080/02681102.2021.1893148
   Web of Science ®Google Scholar
• Ramilo, R., & Embi, M. R. B. (2014). Critical analysis of key determinants and barriers to digital innovation adoption among architectural organizations. Frontiers of Architectural Research, 3(4), 431–451. https://doi.org/10.1016/j.foar.2014.06.005
   Google Scholar
• Ramos, I., North, K., Thalmann, S., Aramburu, N., Hermann, A., Gräslund, K., & Barros, V. (2022, June). Using simulation to leverage digital transformation of SMEs: A European Perspective (pp. 1–10). HICSS.
   Google Scholar
• Richardson, H. A., Simmering, M. J., & Sturman, M. C. (2009). A tale of three perspectives: Examining post hoc statistical techniques for detection and correction of common method variance. Organizational Research Methods, 12(4), 762–800. https://doi.org/10.1177/1094428109332834
   Web of Science ®Google Scholar
• Rha, J. S., & Lee, H. H. (2022). Research trends in digital transformation in the service sector: A review based on network text analysis. Service Business, 16(1), 77–98. https://doi.org/10.1007/s11628-022-00481-0
   Web of Science ®Google Scholar
• Roy, A., Zalzala, A. M., & Kumar, A. (2016). Disruption of things: A model to facilitate the adoption of IoT-based innovations by the urban poor. Procedia Engineering, 159, 199–209. https://doi.org/10.1016/j.proeng.2016.08.159
   Google Scholar
• Salih, A., Alsalhi, L., & Abou-Moghli, A. (2024). Entrepreneurial orientation and digital transformation as drivers of high organizational performance: Evidence from Iraqi private bank. Uncertain Supply Chain Management, 12(1), 9–18. https://doi.org/10.5267/j.uscm.2023.10.022
   Google Scholar
• Salmerón Gómez, R., Rodríguez Sánchez, A., García, C. G., & García Pérez, J. (2020). The VIF and MSE in raise regression. Mathematics, 8(4), 605. https://doi.org/10.3390/math8040605
   Web of Science ®Google Scholar
• Sambamurthy, V., Bharadwaj, A., & Grover, V. (2003). Shaping agility through digital options: Reconceptualizing the role of information technology in contemporary firms. MIS Quarterly, 2, 27, 237–263. https://doi.org/10.2307/30036530
   Web of Science ®Google Scholar
• Saunila, M., Nasiri, M., Ukko, J., & Rantala, T. (2021). Determinants of the digital orientation of small businesses. In The Palgrave handbook of corporate sustainability in the digital era (pp. 75–90). Palgrave Macmillan.
   Google Scholar
• Schweiger, S. A., Stettler, T. R., Baldauf, A., & Zamudio, C. (2019). The complementarity of strategic orientations: A meta-analytic synthesis and theory extension. Strategic Management Journal, 40(11), 1822–1851. https://doi.org/10.1002/smj.3042
   Web of Science ®Google Scholar
• Seidel-Sterzik, H., McLaren, S., & Garnevska, E. (2018). Effective life cycle management in SMEs: Use of a sector-based approach to overcome barriers. Sustainability, 10(2), 359. https://doi.org/10.3390/su10020359
   Web of Science ®Google Scholar
• Selase, A. M., Selase, A. E., Ayishetu, A. R., Comfort, A. D., Stanley, A., & Ebenezer, G. A. (2019). Impact of technology adoption and its utilization on SMEs in Ghana. International Journal of Small and Medium Enterprises, 2(2), 1–13. https://doi.org/10.46281/ijsmes.v2i2.382
   Google Scholar
• Setkute, J., & Dibb, S. (2022). Old Boys’ Club: Barriers to digital marketing in small B2B firms. Industrial Marketing Management, 102, 266–279. https://doi.org/10.1016/j.indmarman.2022.01.022
   Web of Science ®Google Scholar
• Shelton, C., & Archambault, L. (2018). Discovering how teachers build virtual relationships and develop as professionals through online teacherpreneurship. Journal of Interactive Learning Research, 29(4), 579–602.
   Google Scholar
• Shaltoni, A. M., West, D., Alnawas, I., & Shatnawi, T. (2018). The electronic marketing orientation in the Small and Medium-sized Enterprises context. European Business Review, 30(3), 272–284. https://doi.org/10.1108/EBR-02-2017-0034
   Google Scholar
• Shen, Q., Hua, Y., Huang, Y., Ebstein, R., Yu, X., & Wu, Z. (2022). Knowledge management and modern digital transformation of the property management industry in China. Journal of Knowledge Management, 26(8), 2133–2144. https://doi.org/10.1108/JKM-04-2021-0320
   Web of Science ®Google Scholar
• Sinkula, J. M., Baker, W. E., & Noordewier, T. (1997). A framework for market-based organizational learning: Linking values, knowledge, and behavior. Journal of the Academy of Marketing Science, 25(4), 305–318. https://doi.org/10.1177/0092070397254003
   Web of Science ®Google Scholar
• Slater, S. F., & Narver, J. C. (1999). Market-oriented is more than being customer-led. Strategic Management Journal, 20(12), 1165–1168. https://doi.org/10.1002/(SICI)1097-0266(199912)20:12<1165::AID-SMJ73>3.0.CO;2-#
   Web of Science ®Google Scholar
• Stentoft, J., Adsbøll Wickstrøm, K., Philipsen, K., & Haug, A. (2021). Drivers and barriers for Industry 4.0 readiness and practice: Empirical evidence from small and medium-sized manufacturers. Production Planning & Control, 32(10), 811–828. https://doi.org/10.1080/09537287.2020.1768318
   Web of Science ®Google Scholar
• Stich, V., Zeller, V., Hicking, J., & Kraut, A. (2020). Measures for a successful digital transformation of SMEs. Procedia CIRP, 93, 286–291. https://doi.org/10.1016/j.procir.2020.03.023
   Google Scholar
• Su, L. Y. F., Cacciatore, M. A., Scheufele, D. A., Brossard, D., & Xenos, M. A. (2014). Inequalities in scientific understanding: Differentiating between factual and perceived knowledge gaps. Science Communication, 36(3), 352–378. https://doi.org/10.1177/1075547014529093
   Web of Science ®Google Scholar
• Suppatvech, C., Godsell, J., & Day, S. (2019). The roles of Internet of Things technology in enabling serviced business models: A systematic literature review. Industrial Marketing Management, 82, 70–86. https://doi.org/10.1016/j.indmarman.2019.02.016
   Web of Science ®Google Scholar
• Taiminen, H. M., & Karjaluoto, H. (2015). The usage of digital marketing channels in SMEs. Journal of Small Business and Enterprise Development, 22(4), 633–651. https://doi.org/10.1108/JSBED-05-2013-0073
   Web of Science ®Google Scholar
• Tan, K. S., Choy Chong, S., Lin, B., & Cyril Eze, U. (2009). Internet-based ICT adoption: Evidence from Malaysian SMEs. Industrial Management & Data Systems, 109(2), 224–244. https://doi.org/10.1108/02635570910930118
   Web of Science ®Google Scholar
• Tan, M., & Teo, T. S. (2000). Factors influencing the adoption of Internet banking. Journal of the Association for Information Systems, 1(1), 1–44. https://doi.org/10.17705/1jais.00005
   Google Scholar
• Teng, X., Wu, Z., & Yang, F. (2022). Research on the relationship between digital transformation and the performance of SMEs. Sustainability, 14(10), 6012. https://doi.org/10.3390/su14106012
   Web of Science ®Google Scholar
• Theodosiou, M., Kehagias, J., & Katsikea, E. (2012). Strategic orientations, marketing capabilities, and firm performance: An empirical investigation in the Context of frontline managers in service organizations. Industrial Marketing Management, 41(7), 1058–1070. https://doi.org/10.1016/j.indmarman.2012.01.001
   Web of Science ®Google Scholar
• Trinugroho, I., Pamungkas, P., Wiwoho, J., Damayanti, S. M., & Pramono, T. (2022). Adoption of digital technologies for micro and small businesses in Indonesia. Finance Research Letters, 45, 102156. https://doi.org/10.1016/j.frl.2021.102156
   Web of Science ®Google Scholar
• Tse, T., & Soufani, K. (2003). Business strategies for small firms in the new economy. Journal of Small Business and Enterprise Development, 10(3), 306–320. https://doi.org/10.1108/14626000310489781
   Google Scholar
• Urbach, N., & Röglinger, M. (2019). Introduction to digitalization cases: How organizations rethink their business for the digital age. In Digitalization cases (pp. 1–12). Springer.
   Google Scholar
• US International Trade Administration. (2022, July 22). Ghana – Country Commercial Guide. Retrieved August 18, 2022, from https://www.trade.gov/country-commercial-guides/ghana-market-overview
   Google Scholar
• Van Gestel, H. B. (2021). Strengthening digital innovation processes by effectively structuring the management of knowledge for organizations in the B2B information technology sector. Eindhoven University of Technology, 2021.
   Google Scholar
• Vaterlaus, J. M., Jones, R. M., & Tulane, S. (2015). Perceived differences in knowledge about interactive technology between young adults and their parents. Cyberpsychology, 9(4), 3. https://doi.org/10.5817/CP2015-4-3
   Google Scholar
• Vial, G. (2021). Understanding digital transformation: A review and a research agenda. Managing Digital Transformation, 2021, 13–66.
   Google Scholar
• Vrontis, D., Chaudhuri, R., & Chatterjee, S. (2022). Adoption of digital technologies by SMEs for sustainability and value creation: The moderating role of entrepreneurial orientation. Sustainability, 14(13), 7949. https://doi.org/10.3390/su14137949
   Web of Science ®Google Scholar
• Walmsley, T., Rose, A., John, R., Wei, D., Hlávka, J. P., Machado, J., & Byrd, K. (2023). Macroeconomic consequences of the COVID-19 pandemic. Economic Modelling, 120, 106147. https://doi.org/10.1016/j.econmod.2022.106147
   PubMed Web of Science ®Google Scholar
• Wang, S., & Cheung, W. (2004). E-business adoption by travel agencies: Prime candidates for mobile e-business. International Journal of Electronic Commerce, 8(3), 43–63. https://doi.org/10.1080/10864415.2004.11044298
   Web of Science ®Google Scholar
• Wang, W. Y., Pauleen, D. J., & Zhang, T. (2016). How social media applications affect B2B communication and improve business performance in SMEs. Industrial Marketing Management, 54, 4–14. https://doi.org/10.1016/j.indmarman.2015.12.004
   Web of Science ®Google Scholar
• Wang, Y., Han, M. S., Xiang, D., & Hampson, D. P. (2018). The double-edged effects of perceived knowledge hiding: Empirical evidence from the sales context. Journal of Knowledge Management, 23(2), 279–296. https://doi.org/10.1108/JKM-04-2018-0245
   Web of Science ®Google Scholar
• Watson, G. F., IV, Weaven, S., Perkins, H., Sardana, D., & Palmatier, R. W. (2018). International market entry strategies: Relational, digital, and hybrid approaches. Journal of International Marketing, 26(1), 30–60. https://doi.org/10.1509/jim.17.0034
   Web of Science ®Google Scholar
• World Economic Forum. (2018). Digital Transformation Initiative Maximizing the Return on Digital Investments. Entrepreneurship Theory and Practice, 32, 635–657. Retrieved from http://www3.weforum.org/docs/DTI_Maximizing_Return_Digital_WP.pdf
   Google Scholar
• Wu, W., Wang, S., Jiang, X., & Zhou, J. (2023). Regional digital infrastructure, enterprise digital transformation, and entrepreneurial orientation: Empirical evidence based on the broadband China strategy. Information Processing & Management, 60(5), 103419. https://doi.org/10.1016/j.ipm.2023.103419
   Web of Science ®Google Scholar
• Yoo, Y., Boland, R. J., Lyytinen, K., & Majchrzak, A. (2012). Organizing for innovation in the digitized world. Organization Science, 23(5), 1398–1408. https://doi.org/10.1287/orsc.1120.0771
   Web of Science ®Google Scholar
• Zhang, J., van Gorp, D., & Kievit, H. (2023). Digital technology and national entrepreneurship: An ecosystem perspective. The Journal of Technology Transfer, 48(3), 1077–1105. https://doi.org/10.1007/s10961-022-09934-0
   PubMed Web of Science ®Google Scholar