DATA MONETIZATION FOR DRIVING INNOVATION IN SMES: A STUDY OF SELECTED REGISTERED SMES IN NIGERIA
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Keywords

data monetization
SMEs innovation
data relevance
data quality
data visualization

How to Cite

DATA MONETIZATION FOR DRIVING INNOVATION IN SMES: A STUDY OF SELECTED REGISTERED SMES IN NIGERIA. (2025). Modern Management Review, 30(4), 59-76. https://doi.org/10.7862/rz.2025.mmr.23

Abstract

Purpose: This paper aims to examine the influence of data monetization dimensions on SMEs innovation: a study of registered SMEs in Kwara state. Specifically, it examined: the effect of data relevance, data quality and data visualization on SMEs innovation.

Methodology: Descriptive survey research design was adopted to study 782 registered SMEs in Ilorin. Sample of 265 SMEs were administered structured questionnaire. Data collected was analyzed using PLS-SEM.

Result: Findings revealed that Data Relevance has the strongest effect on SMEs Innovation (β=0.377, t=6.144, p<0.000), followed by data visualization (β=0.347, t=4.443, p<0.000), and data quality (β=0.213, t=3.185, p=0.002).

Contribution: Data monetization is vital for SMEs Innovation in Kwara State. It is important that managers should focus on developing unique and appealing data visualization, data relevance, and data quality that can ensure a strong data monetization for their SMEs innovation.

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References

African Scholar Publications. (2021). Enhancing digital capabilities in SMEs: The role of data management and analytics. African Scholar Publications. https://www.africanscholarpublications.com

Anderson, J., Lee, S. (2024). Key barriers to data monetization in SMEs: A survey of leaders. Journal of Small Business Management. https://doi.org/10.1111/jsbm.12345

Arora, A., Kumar, S., Patel, R. (2023). Data monetization and innovation in SMEs: A resource-based perspective. International Journal of Innovation Management, 27(2), 235-250. https://doi.org/10.1142/S1363919623500121

Bag, S., Yadav, G., Kumar, A. (2020). Data quality frameworks in SMEs: An essential factor for innovation. Journal of Business Research, 109, 423-431. https://doi.org/10.1016/j.jbusres.2019.10.003

Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99-120. https://doi.org/10.1177/014920639101700108

Bashir, A., Ondigo, D. O. (2018). The impact of technological advancements on the economic performance of SMEs in Nigeria. Journal of Business and Economic Development, 3(1), 1-10. https://doi.org/10.11648/j.jbed.2018.03.01.11

Bertini, M. (2021). Data monetization strategies: Generating economic value from data. Journal of Business Strategy, 42(3), 32-40. https://doi.org/10.1108/JBS-07-2020-0131

Chen, L., Wang, J., Zhang, Y. (2021). The impact of relevant data on SMEs innovation: Insights from decision-making processes. Journal of Business Research, 124, 275-283. https://doi.org/10.1016/j.jbusres.2020.09.022

Cugini, A., Ruggieri, R. (2020). Navigating the challenges of data monetization: Privacy and ethical considerations. International Journal of Information Management, 50, 18-25. https://doi.org/10.1016/j.ijinfomgt.2019.06.004

Dalhat, M. N., Hassan, S. (2016). Financing small and medium enterprises in Nigeria: Barriers and opportunities. International Journal of Business and Management, 11(10), 203-212. https://doi.org/10.5539/ijbm.v11n10p203

Eisenhardt, K. M., Martin, J. A. (2000). Dynamic capabilities: What are they? Strategic Management Journal, 21(10-11), 1105-1121. https://doi.org/10.1002/1097-0266(200010/11)21:10/11<1105::AID-SMJ133>3.0.CO;2-E

Fajria, R., Ibrahim, M., Ghazali, M. (2020). The role of government policies in promoting innovation among SMEs in developing countries. Journal of Small Business Management, 58(4), 674-688. https://doi.org/10.1111/jsbm.12429

Fischer, J., Ranjan, J., Thompson, G. (2020). The role of data visualization in promoting innovation: A study of SMEs. International Journal of Information Management, 50, 177-185. https://doi.org/10.1016/j.ijinfomgt.2019.06.012

Grant, R. M. (1991). The resource-based theory of competitive advantage: Implications for strategy formulation. California Management Review, 33(3), 114-135. https://doi.org/10.2307/41166664

Gupta, A. (2023). Leveraging data for competitive advantage in SMEs: The case for data monetization. Journal of Business Research, 147, 211-221. https://doi.org/10.1016/j.jbusres.2022.10.021

Gupta, P., Singh, A. (2021). Poor data quality and its impact on innovation: Evidence from SMEs. Journal of Small Business Management. https://doi.org/10.1111/jsbm.12345

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.

Hossain, M. N., Ali, M. J., Rahman, M. (2023). Data quality and its impact on innovation outcomes in SMEs. Technological Forecasting and Social Change, 176, 121123. https://doi.org/10.1016/j.techfore.2021.121123

Hossain, M., Ahsan, M. (2021). Innovation as a catalyst for SME growth: Insights from Bangladesh. Journal of Entrepreneurship in Emerging Economies, 13(2), 221-234. https://doi.org/10.1108/JEEE-07-2020-0315

Jia, N. (2023). The importance of data relevance in SME innovation. Journal of Small Business and Enterprise Development, 30(1), 50-65. https://doi.org/10.1108/JSBED-03-2022-0070

Johnson, K., Smith, L. (2020). The interplay of data relevance and innovation in SMEs. Small Business Economics, 54(3), 699-715. https://doi.org/10.1007/s11187-019-00276-4

Koufteros, X., Vickery, S. K., Jayaram, J. (2021). The impact of data monetization on innovation capabilities in SMEs. Decision Sciences, 52(3), 636-658. https://doi.org/10.1111/deci.12448

Kumar, A., Sharma, S., Gupta, M. (2023). Data monetization in SMEs: Systematic review and future directions. Journal of Business Research, 139, 289-300. https://doi.org/10.1016/j.jbusres.2021.09.023

Martinez, P., Kumar, S. (2023). Phased approaches to data monetization in SMEs: A comprehensive analysis. International Journal of Entrepreneurship and Small Business, 48(4), 489-506. https://doi.org/10.1504/IJESB.2023.126543

Marzouk, M. (2022). Adapting to change: Innovation strategies for SMEs in the construction sector. International Journal of Construction Management, 22(1), 31-41. https://doi.org/10.1080/15623599.2021.1877758

Mazzola, P., Furlan, A., Camuffo, A. (2018). Dynamic capabilities and innovation: A resource-based view. European Management Journal, 36(6), 747-758. https://doi.org/10.1016/j.emj.2018.04.001

Millers, D., Gaile-Sarkane, E. (2021). Data quality issues in SMEs: Barriers to innovation and competitive advantage. Journal of Innovation and Entrepreneurship, 10(1), 1-15. https://doi.org/10.1186/s13731-021-00155-3

Nasrollahi, N., Sadraei, S., Rahmani, J. (2021). The role of data monetization in fostering innovation in SMEs. Journal of Innovation and Entrepreneurship, 10(1), 12-27. https://doi.org/10.1186/s13731-021-00220-3

Oluitan, A. O. (2014). Barriers to access to finance for SMEs in Nigeria: A review of the literature. International Journal of Business and Social Science, 5(4), 67-76. https://ijbssnet.com/journals/pdf

Ranjan, J., Fischer, J., Liu, W. (2021). Data visualization techniques and their impact on innovation in SMEs. Information & Management, 58(7), 103515. https://doi.org/10.1016/j.im.2021.10351

Roberts, A., Chen, H. (2023). The effects of data monetization on product innovation: Evidence from European SMEs. Research Policy, 52(1), 103917. https://doi.org/10.1016/j.respol.2022.103917

Sadraei, S., Nasrollahi, N., Rahmani, J. (2021). Enhancing innovation capabilities through data monetization in SMEs. International Journal of Innovation Management, 25(5), 2150023. https://doi.org/10.1142/S1363919621500236

Taneja, S., Kumar, V., Jha, S. (2020). Leveraging data as a resource for competitive advantage in SMEs: An RBV perspective. Journal of Business Research, 120, 97-104. https://doi.org/10.1016/j.jbusres.2019.01.047

Teece, D. J. (2007). Explicating dynamic capabilities: The nature and microfoundations of (sustainable) enterprise performance. Strategic Management Journal, 28(13), 1319-1350. https://doi.org/10.1002/smj.640

Thompson, M., Wilson, G., Zhang, R. (2022). The impact of data monetization on decision-making and customer satisfaction in manufacturing SMEs. Journal of Manufacturing Technology Management, 33(2), 321-339. https://doi.org/10.1108/JMTM-07-2020-0287

Trivella, A., Toffoli, R., Khosravi, P. (2022). The importance of data relevance in fostering innovation: A study of SMEs. International Journal of Entrepreneurial Behavior & Research, 28(4), 843-857. https://doi.org/10.1108/IJEBR-06-2021-0362

Wang, Y., Zhang, L., Li, X. (2022). Data relevance and its role in the innovation process of SMEs. Journal of Small Business Management. https://doi.org/10.1111/jsbm.12345

World Economic Forum. (2023). Harnessing data for SME growth: Overcoming challenges in the digital era. World Economic Forum. https://www.weforum.org/reports/harnessing-data-for-sme-growth

Zhang, R., Wilson, H. (2022). Structured data monetization programs and their impact on R&D productivity: A longitudinal study. Research Technology Management, 65(4), 34-44. https://doi.org/10.1080/08956308.2022.2031875

Zhang, Y., Zhao, X. (2022). Data quality and innovation: Evidence from small and medium-sized enterprises. Journal of Business Research, 139, 375-384. https://doi.org/10.1016/j.jbusres.2021.09.021

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