The Determinant Factors of Technology Adoption for Improving Firm’s Performance: An Empirical Research of Indonesia’s Electricity Company

https://doi.org/10.22146/gamaijb.16898

Zainal Arifin(1*), Firmanszah .(2), Avanti Fontana(3), Setyo Hari Wijayanto(4)

(1) PT PLN Indonesia
(2) Faculty of Economics and Business, Universitas Indonesia
(3) Faculty of Economics and Business, Universitas Indonesia
(4) Faculty of Economics and Business, Universitas Indonesia
(*) Corresponding Author

Abstract


This study investigates the determinant factors of technology adoption by connecting Technology Organizational Environment (TOE) with the dynamic capability factors. Using 518 respondents representing 222 business units of Indonesia’s electricity company, the study found that only the absorptive capability has a positively significant effect on technology adoption. Practically, the study emphasizes that without the absorptive capability for managing the resource, the core competence of a firm will not occur and the adoption of technology will be less effective. Another finding is the absorptive capability’s typology mapping the eight technology adoption statuses in an organization, based on three of the determinant factors: the externalities, entrepreneurial leadership and slack resources.

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References

Abramovitz, M. 1956. Resource and output trends in the United States since 1870. American Economic Revie 46: 5-23.

Abreu, M., V. Grinevich, M. Kitson, and M. Savona. 2008. Absorptive capacity and regional patterns of innovation. Background Paper for the Innovation Nation White Paper. DIUS. London.

Adewoje, J. O., and T. A. Akanbi. 2012. Role of information and communication technology investment on the profitability of small medium scale industries – A case of sachet water companies in Oyo State, Nigeria. Journal of Emerging Trends in Economics and Management Sciences (JETEMS) 3 (1): 64-71.

Al-Qirim, N. 2006. The role of government and e-commerce adoption in small businesses in New Zealand. International Journal of Internet and Enterprise Management 4 (4): 293-313.

Ambrosini, V., and C. Bowman. 2009. What are dynamic capabilities and are they a useful construct in strategic management? International Journal of Management Reviews 11 (1): 29–49.

Amlaku, A., J. Sölkner, R. Puskur, and M. Wurzinger. 2012). The impact of social networks on dairy technology adoption: evidence from Northwest Ethiopia. International Journal of AgriScience 2 (11): 1062-1083.

Argyris, C., and D. Schön. 1978. Organizational Learning: A Theory of Action Perspective. Reading MA: Addison-Wesley.

Asress, A., J. Sölkner, R. Puskur, and M. Wurzinger. 2012. The impact of social networks on dairy technology adoption: Evidence from Northwest Ethiopia. International Journal of AgriScience 2 (11): 1062-1083.

Bagozzi, R. P.; Davis, F. D.; Warshaw, P. R. 1992. Development and test of a theory of technological learning and usage. Human Relations 45 (7): 660–686.

Barney, J. B. 1991. Firm resources and sustained competitive advantage. Journal of Management 17 (1): 99–120.

Becchetti, L., S. Castriota, and O. Giuntella. 2006. The effects of age and job on the welfare costs of inflation and unemployment: A source of ECB anti-inflation bias? European Journal of Political Economy 26: 137-146.

Benitez-Amado, J. F. J. Llorens-Montes, M. N. Perez-Arostegui. 2010. Information technology-enabled intra-preneurship culture and firm performance. Industrial Management and Data Systems 110 (4): 550–566.

Berndt, E., and C. Morrison. 1995. High-tech capital formation and economic performance in U.S. manufacturing industries: An exploratory analysis. Journal of Econometrics 65 (1).

Bourgeois, L. J. 1981. On the measurement of organizational slack. Academy of Management Review 6 (1): 29-39.

Boyne, G. A., and K. J. Meier. 2009. Environmental turbulence, organizational stability, and public service performance. Administration and Society 40 (8): 799-824.

Bressler, M. S., and L. A. Bressler, and M. E. Bressler. 2011. A study of small business technology adoption and utilization. Academy of Enterpreneurship Journal 17 (2): 49-60.

Brynjolfsson, E., and Hitt. 2000. Beyond computation: Information technology, organizational transformation and business performance. Journal of Economic Perspectives 14 (4).

Burkart, M., F. Panunzi, and A. Shleifer. 2003. Family firms. The Journal of Finance 58 (5): 2167-2202.

Butler, D. L., and M. Sellbom. 2002. Barriers to adopting technology for teaching and learning. Educause Quarterly 2.

Caloghirou Y, I. Kastelli, and A. Tsakanikas. 2004. Internal capabilities and external knowledge sources: complements or substitutes for innovative performance? Technovation 24 (1): 29–39.

Chakravarthy, B. 1997. A new strategy framework for coping with turbulence. MIT Sloan Management Review (January).

Chanrasekhar, M., and R. M. Sonar. 2008. Impact of information technology on the efficiency and total factor productivity of Indian banks, South Asian Journal Management 15 (3): 74-100.

Christensen, C. M., and M. Overdorf. 2000. Meeting the challenge of disruptive change. Harvard Business Review (March-April).

Cohen, W. M., and D. A. Levinthal, 1990. Absorptive capacity: A new perspective onlLearning and innovation. Administrative Science Quarterly 35 (1): 128-152.

Churchill, R. Q., W. Agbodohu, and P. Arhenful. 2013. An exploratory study of entrepreneurial leadership development of polytechnic students. Journal of Education and Practice 4 (24).

Combe, I. A., and G. E. Greenley. 2004. Capabilities for strategic flexibility: A cognitive content framework. European Journal of Marketing 38 (11/12): 1456–1480.

D’Aveny, R. A. 1994. HyperCompetition, Managing the Dynamics of Strategic Maneuvering. Free Press.

Dandago. K. I., and F. B. K. Usman. 2012. Impact of Investment in Information Technology on the return of assets of selected banks in Nigeria. International Journal of Arts and Commerce 1 (5): 235-244.

Davis, F. 1989. Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly 13: 319-340.

de Burca, S., B. Fynes, and D. Marshall. 2005. Strategic adoption technology: Extending ERP across the supply chain. Journal of Enterprise Information Management 18 (4): 427-440.

Devarajan, T P., K. Ramachandran and S. Ramnarayan. 2003. Entrepreneurial leadership and thriving innovation activity. Proceedings of 7th International Conference on Global Business and Economic Development.

de Wit, B., and R. Meyer. 2010. Strategy: Process, Content, Context (4th ed.). U.K.: Cengage Learning EMEA.

Diego Comin, D. A., and M. Mestieri. 2010. The intensive margin of technology adoption. Harvard Business School BGIE Unit Working Paper No. 11-026. Available at SSRN: https://ssrn.com/abstract=1676302 or http://dx.doi.org/10.2139/ssrn.1676302.

Domegan, C. T. 1996. The adoption of information technology in customer service. European Journal of Marketing 30 (6).

Dussauge, P. 1992. Strategic Technology Management. New York: J. Wiley & Sons.

Eisenhardt, K. M., and J. A. Martin. 2000. Dynamic capabilities: What are they? Strategic Management Journal 21: 1105–1121.

Felin T., and N. Foss. 2005. Strategic organization: A field in search of micro-foundations. Strategic Organization 3: 441–455

Gladys, L-A. 2002. Technology and Firm Performance in Mexico. Washington: World Bank.

Grant, R. M. 2003. Strategic planning in a turbulent environment: Evidence from the oil majors. Strategic Management Journal 24 (6): 491-517.

Gupta, V., I. C. MacMillan, and G. Suriec. 2004, Entrepreneurial leadership: Developing and measuring a cross-cultural construct. Journal of Business Venturing 19 (2): 241–260.

Hall, B. H., and B. Khan. 2002. Adoption of new technology. In New Economy Handbook (Hall and Khan)..

Hejazi, S. A. M., M. M. Malei, and M. J. Naeiji. 2012. Designing a scale for measuring entrepreneurial leadership in SMEs. In International Conference on Economics, Marketing and Management, IPEDR 28: 71-77.

Helfat, C. E., and M. A. Peteraf . 2003. The dynamic resource-based view: Capability lifecycles. Strategic Management Journal 24 (10): 997 – 1010.

Hikmet, N., A. Bhattacherjee, N. Menachemi, V. O. Kayhan, and R. G. Brooks. 2008. The role of organization factors in the adoption of healthcare information technology in Florida hospitals. Healthcare Management Science (11) (1): 1-9.

Hitt M. A., R. D. Ireland, D. G. Sirmon, and C. A. Trahms. 2011. Strategic entrepreneurship: Creating value for individuals, organizations, and society. Academy of Management Perspectives 25 (2): 57-76.

Hitt, M. A., R. D. Ireland, and R. Hoskisson. 2006. Strategic Management; Competitiveness and Globalization – Concepts (2nd ed.). Canada: Thomson Nelson (Canadian Edition).

Ireland, R. D., M. A. Hitt, and D. G. Sirmon. 2003. Strategic entrepreneurship: The construct and its dimensions. Journal of Management 29 (6): 963-989.

Jawabreh, O. A., M. Allahham, A. Alrjoub, and M. Ahmad.. 2012. Impact of information technology on the profitability of the airline industry: A case study of royal Jordanian Airlines. International Journal of Business and Management 7 (18): 149-157.

Jeyaraj, A., R. Rottman, and M. Lacity. 2006. A review of the predictors, linkages, and biases in IT innovation adoption research. Journal of Information Technology 21 (1): 1-23.

Johnsen, R. E. and D. Ford, 2006), Interaction capability development of smaller suppliers in relationships with larger customers. Industrial Marketing Management 35: 1002-1015.

Johnson, G., K. Scholes, and R. Whittington. 2008. Exploring Corporate Strategy: Text and Cases (8th ed.). Prentice Hall.

Kabiru I. D., and F. B. K. Usman. 2012. Impact of investment in information technology on the return of assest of selected banks in Nigeria. International Journal of Arts and Commerce 1 (5).

Kiiski, S., and M. Pohjola. 2002. Cross-country diffusion of the internet. Information Economics and Policy 14 (2) (June): 297–310.

Kotler, P., and K. L. Keller. 2006. Marketing Management (12th). Prentice Hall.

Lane, P. J. and M. Lubatkin, 1998, Relative absorptive capacity and interorganizational learning. Strategic Management Journal 19 (5) (May): 461-477.

Landry, R., N. Amara, and M. Lamari. 2002. Does social capital determine innovation? To what extent? Technological Forecasting and Social Change 69 (7): 681-701.

Lai, V. S. 2008. The information system strategic of MNC affiliates: A technology-organization-environment analysis. Journal of Global Information Management 16 (3): 74-96.

Lee, J. H., and S. Venkataraman. 2006. Aspirations, market offerings, and the pursuit of entrepreneurial opportunities. Journal of Business Venturing 21 (1): 107–123.

Lee, O-K, M. Wang, Lim, K. H., Lim, and Z. Peng. 2009. Knowledge management system diffusion in Chinese enterprises: A multistage approach using the technology-organization-environment framework. Journal of Global Information System 17 (1): 70-84.

Lewin, A. Y., and S. Massini. 2003. Knowledge Creation and Organisational Capabilities of Innovating and Imitating Firms. Basingstoke Publication.

Lin, H. F., and S. M. Lin. 2008. Determinants of e-business diffusion: A test of the technology diffusion perspective. Technovation 28: 135-145.

Lin, H-F. 2013. Understanding the determinants of electronic supply chain management system adoption: Using the technology–organization–environment framework. Technological Forecasting and Social Change. Information Systems Spending, Management Science 42 (4) (April): 541-558.

Madlener, R., and C. Schmid. 2003. Adoption and diffusion of decentralized energy conversion technologies: The success of engine cogeneration in Germany. Energy and Environment 14 (5).

Malhotra, A., S. Gosain, and O. A. El-Sawy. 2006. Absorptive capacity configurations in supply chains: Gearing for partner-enabled market knowledge creation. MIS Quarterly 29 (1): 145-187

Majumdar, S. K., O. Carare, and H. Chang. 2010. Broadband adoption and firm productivity: Evaluating the benefits of general purpose technology. Industry and Corporate Change 19 (3): 641-674.

Majundar, S. K. and S. Venkataraman. 1998. Network effect and the adoption of new technology: Evidence from the US telecommunication industry. Strategic Management Journal 19: 1045– 062.

Makadok, R. 2001. Toward a synthesis of the resource-based and dynamic-capability views of rent creation. Strategic Management Journal 22 (5): 387–401.

McCardle, K. F. 1985. Information acquisition and the adoption of new technology. Management Science (31).

McGrath, R. G., and I. C. MacMillan. 2000. The Entrepreneurial Mindset: Strategies for Continuously Creating Opportunity in an Age of Uncertainty. Boston, Mass.: Harvard Business School Press.

McKelvie, A., and P. Davidsson. 2009. From resource base to dynamic capabilities: An investigation of new firms. British Journal of Management 20 (s1): S63-S80.

Mirvis, P. H., A. L. Sales, and E. J. Hackett. 1991. The implementation and adoption of new technology in organizations: Work, people, and culture. Human Resources Management 30 (1) (Spring): 113-139.

Moore, . C., and I. Benbazat. 2001. Development of instrument to measure the perceptions of adopting an information technology innovation. Information System Research 2 (3): 192-222.

Moore, G. C., and I. Benbasat. 1996. Integrating diffusion of innovations and theory of reasoned action models to predict utilization of information technology by end-users. Diffusion and Adoption of Information Technology. Springer US: 132-146.

Morris, M.H. (1998), “Entrepreneurial Intensity; Sustainable Advantages for Individuals, Organizations and Societies”, Westport, CT: Quorum.

Nonaka, I., and G. von Krogh. 2009. Tacit knowledge and knowledge conversion: Controversy and advancement in organizational knowledge creation theory. Organization Science 20 (3): 635–652.

Oliveira, T., and M. F. Martins. 2011. Literature review of information technology adoption models at firm level. The Electronic Journal Information Systems Evaluation 14 (1): 110-121.

Pan, M-J., and W-Y. Jang. 2008. Determinants of the adoption of enterprise resource planning within the technology-organization-environment framework: Taiwan’s communication industry. The Journal of Computer Information Systems 48 (3): 94-102.

Parente, S. L., and E. C. Prescott. 1994. Barriers to technology adoption and development. The Journal of Political Economy 102 (2): 298-321.

Pettus, M. L., Y. Y. Kor, and J. T. Mahoney. 2009. A theory of change in turbulent environments: The sequencing of dynamic capabilities following industry regulation. International Journal Strategic Change Management (1) (3).

Plouffe, C. R., J. S. Hulland, and M. Vandenbosch. 2001. Research report: Richness versus parsimony in modeling technology adoption decisions—understanding merchant adoption of a smart card-based payment system. Information Systems Research 12 (2): 208-222.

Porter, M. 1985. Competitive Advantage: Creating and Sustaining Superior Performance. Harvard University Press..

Porter, M., and V. Millar. 1985. How information gives you competitive advantage. Harvard Business Review 63 (4): 149-160.

Priem, R. L., and J. E. Butler. 2001. Is the resource based view a useful perspective of strategic management research? Academy of Management. The Academy of Management Review 26 (1). ABI/INFORM Global

Quinn, J. B., and M. N. Baily. 1994. Information technology: Increasing productivity in services. Academy of Management Executive 8 (3): 28-51.

Raymond, L., and S. Blili. 1997. Adopting EDI in a network organization: The case of subcontracting SMEs. European Journal of Purchasing and Supply Management 3 (3): 165-175.

Rayport, J. F., and B. J. Jaworski. 2004. Best Face Forward, Why Companies Must Improve Their Service Interfaces with Customers. Harvard Business School Press.

Raza, I., Chaudhry, A. R., and Rehman, Z-R.. 2010. Forced adoption of technology due to energy crisis. Interdisciplinary Journal of Contemporary Research Business 2 (1): 313-326.

Repenning, N. P., and J. D. Sterman. 2002. Capability traps and self-confirming attribution errors in the dynamics of process improvement. Administrative Science Quarterly 47 (2): 265-295.

Rindova, V. P., and S. Kotha. 2001. Continuous “morphing”: Competing through dynamic capabilities, form, and function. Academy of Management Journal 44 (6): 1263-1280.

Rogers, E. M. 1962. Diffusion of Innovations. Glencoe: Free Press.

Rogers, E. M. 1983. Diffusion of Innovations. New York: Free Press.

Rogers, E. M. 1995. Diffusion of Innovations (4th ed.). New York: The Free Press.

Sabbaghi, A., and G. Vaidyanathan. 2008. Effectiveness and efficiency of RFID technology in supply chain management: Strategic values and challenges. Journal of Theoretical and Applied Electronic Commerce Research 3 (2): 71-81.

Saloner, G., and S. Shepard. 1995. Adoption of technologies with network effects: An empirical examination of the adoption of automated teller machines. RAND Journal of Economics 26: 479-501.

Sarker, S., and J. S. Valacich. 2010. An alternative to methodological individualism: A non reductionist approach to studying technology adoption by groups. MIS Quarterly 34 (4): 779-808.

Schumpeter, J. A. 1943. Capitalism, Socialism and Democracy. Unwin Paperback.

Scupola, A. 2009. SMEs’ e-commerce adoption: Perspectives from Denmark and Australia. Journal of Enterprise Information Management 22 (1/2): 152-166.

Shu, W. and P. A. Strassmann. 2005. Does information technology provide banks with profit? Information and Management 42 (5): 781-787.

Silva, L. 2007. Post -positivist review of the technology acceptance model. Journal of the Association for Information Systems 8 (4): 255-266.

Sinha, R. K., and C. H. Noble. 2008. The Adoption of Radical Manufacturing Technologies and Firm Survival. Strategic Management. Journal 29: 943–962.

Solow, R. M. 1957. A contribution to the theory of economic growth. Quarterly Journal of Economics (February).

Srinivasan, R., G. L. Lilien, and A. Rangaswamy. 2002. Technological opportunism and radical technology adoption: An application to e-business. Journal of Marketing 66 (3): 47.

Taylor, S., and P. Todd. 1995. Understanding information technology usage: A test of competing models. Information Systems Research 6 (2): 144-174.

Teece, D. J.; G. Pisano, and A. Shuen. 1997. Dynamic Capabilities and Strategic Management. Strategic Management Journal, 18 (7): 509–533.

Teece, D. J. 2007. Explicating dynamic capabilities: The nature and micro-foundations of (sustainable) enterprise performance. Strategic Management Journal 28 (13): 1319–1350.

Tornatzky, L., and M. Fleischer. 1990. The Process of Technology Innovation. Lexington, M.A: Lexington Books.

van Ark, B., M. O’Mahony, and M. P. Timmer. 2008. The productivity gap between Europe and the United States: Trends and causes. Journal of Economic Perspectives 22 (1): 25– 44.

Van De Ven, A. H., and M. S. Poole. 1999. Explaining development and change in organizations. Academy of Management Review 20 (3): 510-540.

Venkatesh, V., M. G. Morris, G. B. Davis, and F. D. Davis. 2003. User acceptance of information technology: Toward a unified view. MIS Quarterly 27 (3): 425–478.

Venkatesh, V., M. G. Morris, G. B. Davis, and F. D. Davis. 2003. User acceptance of information technology: Toward a unified view. MIS Quarterly 27 (3): 425–478.

Wang, C. L., and P. K. Ahmed. 2007. Dynamic capabilities: A review and research Agenda. The International Journal of Management Reviews 9 (1): 31-51.

Wang, H., J. Choi, G. Wan, and J. Q. Dong. 2013. Slack resources and the rent-generating potential of firm-specific knowledge. Journal of Management: 0149206313484519.

Watengere, K. 2010. Realizing farmer’s objectives - vital to adoption process of fish farming technology: The case of selected villages in Eastern Tanzania. Advance Journal of Food, Science and Technology 2 (2).

Wijanto, S. H. 2008. Structural Equation Modeling with LISREL 880. Jakarta, Indonesia: Graha Ilmu Jakarta.

Zaheer, A., and G. G. Bell. 2005. Benefiting from network position: firm capabilities, structural holes, and performance. Strategic Management Journal 26 (9): 809-825.

Zahra, S. A., and G. George. 2002. Absorptive capacity: A review, re-conceptualization, and extension. Academy of Management Review 27: 185 – 203.

Zahra, S. A., H. J. Sapienza, and P. Davidsson. 2006. Entrepreneurship and dynamic capabilities: a review, model and research agenda. Journal of Management Studies 43 (4): 917-955.

Zhu, K., and J. P. Weyant. 2003. Strategic decision of new technology: Adoption under asymmetric information: A game theoretic model. Decision Science 34 (4).

Zollo, M. and S. G. Winter. 2002. Deliberate learning and the evolution of dynamic capabilities. Organization Science 13 (3): 339 – 351.

Zott, C. 2003. Dynamic capabilities and the emergence of intra-industry differential firm (sustainable) enterprise performance. Strategic Management Journal 28 (13).



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