determinations. 
IRL metrics, explored in this study, have still two 
major challenges: human subjectivity and 
confidence in data estimates. However, IRL metrics 
can be increasingly and commonly needed to 
measure project and system integration and 
demonstrate the magnitude of achieved performance 
and integration level while allowing for a successful 
evaluation of integration and systems harmonization.  
5  DISCUSSION 
The study has significant implications for further 
discussion of common information sharing. The 
results achieved, so far, do not necessarily address 
sub-levels and utility levels, such as user interface or 
security readiness, which are approached and 
described here as scales. The success of integration 
is highly dependent on users’ and actors’ experience 
and understanding, e.g., the amount of work needed 
for successful and sustainable integration, including 
all necessary sub-solutions. 
There are many reasons for future integration 
progress and discussion: the number of systems, 
interconnections and interface elements increases 
over time; the system complexity increases and the 
resulting integration becomes challenging to 
maintain, e.g., number of updates and life cycles. 
During the information systems evolution, while 
each of the systems for digitalization and integration 
may formally go through the development process, 
e.g., IRLs requirements, the overall integration 
analysis, development and corresponding 
requirements are clearly increasingly due to 
following elements which are ever more present: 1) 
operational and managerial independence of 
operations 2) commercial value of data 3) challenges 
of border and cultural aspects 4) emergent strategies 
and behavior 5) trust building and 6) evolutionary 
and development path-dependency. 
REFERENCES 
Aanestad, M., Jensen, T. B., 2011. Building nation-wide 
information infrastructures in healthcare through 
modular implementation strategies. Journal of 
Strategic Information Systems, 20, 161-176. 
Beasley, J. S., 2009. Networking, Boston: Pearson 
Education, 2nd edition. 
Campbell, D. T., Fiske, D. W., 1959. Convergent and 
discriminant validation by the multitrait-multimethod 
matrix. Psychological Bulletin, 56, 81-105. 
Corbin, J., Strauss, A., 2008. Basics of qualitative 
research: Techniques and procedures for developing 
grounded theory. Los Angeles: Sage Publications, 3rd 
edition. 
Davison, R. M., Martinsons, M. G., Kock, N., 2004. 
Principles of canonical action research. Information 
Systems Journal, 14, 65-86.  
Dubé, L., Paré, G., 2003. Rigor in information systems 
positivist case research: Current practices, trends, and 
recommendations. MIS Quarterly, 27(4), 597-635.  
Eisenhardt, K. M., 1989. Building theories from case 
study research. Academy of Management Review, 
14(1), 532-550.  
Eisner, H., 2011. Systems engineering: Building 
successful systems. San Rafael, California: Morgan & 
Claypools. 
Hanseth, O., Lyytinen, K., 2010. Design theory for 
dynamic complexity in information infrastructures: 
The case of building internet. Journal of Information 
Technology, 28, 1-19.  
Luna, S., Lopes, A., Tao, H., Zapata, F., Pineda, R., 2013. 
Integration, verification, validation, test, and 
evaluation (IVVT&E) framework for system of 
systems (SoS). Procedia Computer Science, 20, 298-
305. 
Mantere, E., Pirinen, R., 2014. Utilization of the 
Integration Readiness Level in Operative Systems. 
Proceedings of IEEE World Engineering Education 
Forum (WEEF-2014), Dubai, United Arab Emirates, 
726–735.  
Patton, M., 1990. Qualitative evaluation and research 
methods, London: Sage Publications, 2nd edition. 
Peterson, L. L., Davie, B. S., 2012. Computer networks: A 
system approach, Burlington: Elsevier, 5th edition. 
Pirinen, R., 2014. Studies of Integration Readiness Levels: 
Case Shared Maritime Situational Awareness System. 
Proceedings of the Joint Intelligence and Security 
Informatics Conference (JISIC-2014). The Hague, 
Netherlands, 212–215. 
Pirinen, R., Sivlén, E., Mantere, E., 2014. Samples of 
Externally Funded Research and Development 
Projects in Higher Education: Case Integration 
Readiness Levels. Proceedings of IEEE World 
Engineering Education Forum (WEEF-2014), Dubai, 
United Arab Emirates, 691–700 
Robson, C., 2002. Real world research, Oxford: Blackwell 
Publishing, 2nd edition. 
Sauser, B., Gove, R., Forbes, E., Ramirez-Marquez, J., 
2010. Integration maturity metrics: Development of an 
integration readiness level. Information Knowledge 
Systems Management, 9(1), 17-46.  
Sauser, B., Verma, D., Ramirez-Marquez, J., Gove, R., 
2006. From TRL to SRL: The concept of systems 
readiness levels. Conference on Systems Engineering 
Research, Los Angeles. 
Sivlén, E, Pirinen, R., 2014. Utilization of the Integration 
Readiness Level in the Context of Industrial System 
Projects.  Proceedings of IEEE World Engineering 
Education Forum (WEEF-2014), Dubai, United Arab 
Emirates, 701–710.