Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/3209415.3209492acmotherconferencesArticle/Chapter ViewAbstractPublication PagesicegovConference Proceedingsconference-collections
research-article

Capability Model for Open Data: An Empirical Analysis

Published: 04 April 2018 Publication History

Abstract

Creating superior competitiveness is central to open data organization's survivability in the fast changing and competitive open data market. In their quest to develop and increase competitiveness and survivability, many of these organizations are moving towards developing open data capabilities. Research-based knowledge on open data capabilities and how they relate to each other remains sparse, however, with most of the open data literature focusing on social and economic value of open data, not capabilities required. By exploring the related literature on business and organizational capabilities and linking the findings to the empirical evidence collected through the survey of 49 open data organizations around the world, this study develops an open data capability model. The model emerged from our deductive research process improves both theoretical and practical understanding of open data capabilities and their relationships required to help increase competitiveness and survivability of these types of organizations.

References

[1]
R. Lenart, "Relational Capital As An Instrument Of Increasing Competitiveness," in The 8th International Management Conference "Management Challenges For Sustainable Development," 2014, pp. 14--26.
[2]
J. M. Gathungu and J. K. Mwangi, "Dynamic capabilities, talent development and firm performance," DBA Africa Manag. Rev., vol. 2, no. 3, pp. 83--100, 2012.
[3]
C. Reid, R. Petley, J. McClean, K. Jones, and P. Ruck, "Seizing the Information Advantage: How organizations can unlock value and insight from the information they hold," 2015.
[4]
HEDIIP, "Data Capability: A call to action," UK, 2016.
[5]
F. Ahmadi Zeleti and A. Ojo, "Critical Factors for Dynamic Capabilities in Open Government Data Enabled Organizations," in Proceedings of the 17th International Digital Government Research Conference on Digital Government Research, 2016, pp. 86--96.
[6]
F. A. Zeleti and A. Ojo, "Open data value capability architecture," Inf. Syst. Front., 2016.
[7]
F. A. Zeleti and A. Ojo, "Competitive Capability Framework for Open Government Data Organizations," in Proceedings of the 18th Annual International Conference on Digital Government Research, 2017, pp. 250--259.
[8]
J. Plansky, J. Solomon, R. Karp, and C. Drisko, "The Data Gold Rush - Companies Need the Right Models and Capabilities to monetize data," 2013.
[9]
T. H. Davenport, J. G. Harris, D. W. De Long, and A. L. Jacobson, "Data to Knowledge to Results: Building an Analytics Capability," 2001.
[10]
R. Agarwal, E. Baltassis, J. Brock, and J. Platt, "Enabling Big Data: Building Capabilities that Really Matter," Boston, 2014.
[11]
A. Zuiderwijk, M. Janssen, K. Poulis, and G. van de Kaa, "Open Data for Competitive Advantage: Insights from Open Data Use by Companies," in Proceedings of the 16th Annual International Conference on Digital Government Research (dg.o 2015), 2015, pp. 79--88.
[12]
C. Dremel, S. Overhage, S. Schlauderer, and J. Wulf, "Towards a Capability Model for Big Data Analytics," Proc. der 13. Int. Tagung Wirtschaftsinformatik, pp. 1141--1155, 2017.
[13]
J. Brits, G. H. K. Botha, and M. E. Herselman, "Conceptual Framework for Modeling Business Capabilities," in Proceedings of the 2007 Informing Science and IT Education Joint Conference Conceptual, 2007.
[14]
G. D. Bhatt and V. Grover, "Types of information technology capabilities and their role in competitive advantage: an empirical study," J. Manag. Inf. ..., vol. 22, no. 2, pp. 253--277, 2005.
[15]
A. Lindgreen and F. Wynstra, "Value in business markets: What do we know? Where are we going?," Ind. Mark. Manag., vol. 34, no. 7 SPEC. ISS., pp. 732--748, 2005.
[16]
S. Fainshmidt, A. Pezeshkan, M. L. Frazier, A. Nair, and E. Markowski, "Dynamic Capabilities and Organizational Performance: A Meta-Analytic Evaluation and Extension," J. Manag. Stud., vol. 53, no. 8, 2016.
[17]
G. D. Bhatt and V. Grover, "Types of Information Technology Capabilities and Their Role in Competitive Advantage: An Empirical Study.," J. Manag. Inf. Syst., vol. 22, no. 2, pp. 253--277, 2005.
[18]
P. Oliveira, A. V Roth, and W. Gilland, "Achieving competitive capabilities in e-services," Technol. Forecast. Soc. Chang., vol. 69, pp. 721--739, 2002.
[19]
F. J. Mata, W. L. Fuerst, J. B. Barney, and B. F. J. Mata, "Information Technology and Sustainable Competitive Advantage: A Resource-Based Analysis," MIS Q., vol. 19, no. 4, pp. 487--505, 2013.
[20]
M. A. V. & W. J. D. Xenophon A. Koufteros and To, "Examining the Competitive Capabilities of Manufacturing Firms," Struct. Equ. Model. A Multidiscip. J., vol. 9, no. 2, pp. 233--255, 2002.
[21]
F. Wu, S. Yeniyurt, D. Kim, and S. T. Cavusgil, "The impact of information technology on supply chain capabilities and firm performance: A resource-based view," Ind. Mark. Manag., vol. 35, no. 4, pp. 493--504, 2006.
[22]
A. S. Bharadwaj, "A resource-based perspective on information technology capability and firm performance: An empirical investigation," MIS Q. Manag. Inf. Syst., vol. 24, no. 1, pp. 169--193, 2000.
[23]
J. Ruiz-Mercader, A. L. Meroño-Cerdan, and R. Sabater-Sánchez, "Information technology and learning: Their relationship and impact on organisational performance in small businesses," Int. J. Inf. Manage., vol. 26, no. 1, pp. 16--29, 2006.
[24]
G. D. Bhatt and V. Grover, "Types of Information Technology Capabilities and Their Role in Competitive Advantage: An Empirical Study," J. Manag. Inf. Syst., vol. 22, no. 2, pp. 253--277, 2005.
[25]
L. Liu and Z. Jiang, "Influence of technological innovation capabilities on product competitiveness," Ind. Manag. Data Syst., vol. 116, no. 5, pp. 883--902, 2016.
[26]
C. Lin and H.-L. Tsai, "Achieving a firm's competitive advantage through dynamic capability," Balt. J. Manag., vol. 11, no. 3, pp. 260--285, 2016.
[27]
M. Constantinescu, "Knowledge Management and Business Process Reengineering for Business Performance Improvement," no. 1999, pp. 1--33, 2002.
[28]
G. S. Kenfac, S. Nekoumanesh, and M. Yang, "Process Innovation: Impacts on Organization's Performance - A Qualitative Study of Four Swedish Municipalities," Linnaeus University, 2013.
[29]
S. J. S. Yang and Y. E. Liu, "Competitive Dynamics of Business Process Improvement," in The 28th International Conference of The System Dynamics Society, 2010, pp. 1--30.
[30]
R. Adner and D. Levinthal, "Demand Heterogeneity and Technology Evolution: Implications for Product and Process Innovation," Management Science, vol. 47, no. 5. pp. 611--628, 2001.
[31]
V. Sambamurthy and R. W. Zmund, "At the heart of success: Organizationwide management competence," in Steps to the Future: Fresh Thinking on the Management of IT-Based Organizational, In C. Saue., San Francisco: Jossey-Bas, 1997, pp. 143--163.
[32]
X. Wang and M. Dass, "Building innovation capability: The role of top management innovativeness and relative-exploration orientation," J. Bus. Res., vol. 76, pp. 127--135, 2017.
[33]
T. M. Welbourne and M. Pardo-del-Val, "Relational Capital: Strategic Advantage for Small and Medium-Size Enterprises (SMEs) Through Negotiation and Collaboration," Gr. Decis. Negot., vol. 18, no. 5, pp. 483--497, 2009.
[34]
P. Figueroa-Dorrego, R. V Costa, and C. M. Fernandez-Jardon, "Product Innovation and Relational Capital: Evidence From Portugal," Electron. J. Knowl. Manag., vol. 11, no. 4, pp. 295--308, 2013.
[35]
T. Fonseca, "Combining Product and Process Innovation: Is Organizational Innovation the crucial complement?," in DRUID Academy conference in Rebild, 2014.
[36]
H. Wang, "Theories for competitive advantage," in Being Practical with Theory: A Window into Business Research, Wollongong, Australia, 2014, pp. 33--43.
[37]
A. Cristiano, S. Melo, M. Aparecida, C. Netto, V. J. Martins, F. Filho, and E. Fernandes, "Knowledge Management for Improving Business Processes: an Analysis of the Transport Management Process for Indivisible Exceptional Cargo," Pesqui. Operacional, vol. 30, no. 2, pp. 305--330, 2010.
[38]
K. Ashogbon, "Achieving Business Process Improvement Through Knowledge Management," HAMK University of Applied Sciences, 2012.
[39]
Gartner Research, "Six Building Blocks for Creating Real IT Strategies," 2002.
[40]
S. Greener, Business Research Methods. Ventus Publishing ApS, 2008.
[41]
Booz Allen Hamilton, "Tips for Building a Data Science Capability," Hamilton, 2015.
[42]
State Street Corporation, "Leader or Laggard? How Data Drives Competitive Advantage in the Investment Community," Boston, 2013.
[43]
J. Fawcett, "Examining open data as a source of competitive advantage for big businesses," in Open Data Research Symposium, 2016.

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences
ICEGOV '18: Proceedings of the 11th International Conference on Theory and Practice of Electronic Governance
April 2018
739 pages
ISBN:9781450354219
DOI:10.1145/3209415
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 April 2018

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. Competitive Capability
  2. Dynamic Capability
  3. Open Data Organizations
  4. Types of Capabilities
  5. Value Capability
  6. [Big] Data Capability Model

Qualifiers

  • Research-article
  • Research
  • Refereed limited

Conference

ICEGOV '18

Acceptance Rates

ICEGOV '18 Paper Acceptance Rate 104 of 184 submissions, 57%;
Overall Acceptance Rate 350 of 865 submissions, 40%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 171
    Total Downloads
  • Downloads (Last 12 months)7
  • Downloads (Last 6 weeks)1
Reflects downloads up to 09 Jan 2025

Other Metrics

Citations

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media