e-Informatica Software Engineering Journal The Role of Organisational Phenomena in Software Cost Estimation: A Case Study of Supporting and Hindering Factors

The Role of Organisational Phenomena in Software Cost Estimation: A Case Study of Supporting and Hindering Factors

2018
[1]Rahikkala, Jurka, Hyrynsalmi, Sami, Leppänen, Ville and Porres, Ivan, "The Role of Organisational Phenomena in Software Cost Estimation: A Case Study of Supporting and Hindering Factors", In e-Informatica Software Engineering Journal, vol. 12, no. 1, pp. 167–198, 2018. DOI: 10.5277/e-Inf180107.

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Authors

Jurka Rahikkala, Sami Hyrynsalmi, Ville Leppänen, Ivan Porres

Abstract

Despite the fact that many researchers and practitioners agree that organisational issues are equally important as technical issues from the software cost estimation (SCE) success point of view, most of the research focus has been put on the development of methods, whereas organisational factors have received surprisingly little academic scrutiny. This study aims to identify organisational factors that either support or hinder meaningful SCE, identifying their impact on estimation success. Top management’s role is specifically addressed. The study takes a qualitative and explorative case study based approach. In total, 18 semi-structured interviews aided the study of three projects in three organisations. Hence, the transferability of the results is limited. The results suggest that the role of the top management is important in creating prerequisites for meaningful estimation, but their day-to-day participation is not required for successful estimation. Top management may also induce undesired distortion in estimation. Estimation maturity and estimation success seem to have an interrelationship with software process maturity, but there seem to be no significant individual organisational factors, which alone would make estimation successful. Our results validate several distortions and biases reported in the previous studies, and show the SCE research focus has remained on methodologies and technical issues.

Keywords

software cost estimation, project management, project success, top management, organisational factors, software improvement, software process maturity, case study

References


[1]   
Y.K. Dwivedi, D. Wastell, S. Laumer, H.Z. Henriksen, M.D. Myers,
D. Bunker, A. Elbanna, M.N. Ravishankar, and S.C. Srivastava, “Research
on information systems failures and successes: Status update and future
directions,” Information Systems Frontiers, Vol. 17, No. 1, May 2014, pp.
143–157.


[2]   
D.L. Hughes, Y.K. Dwivedi, A.C. Simintiras, and N.P. Rana, Success and
Failure of IS/IT Projects. Springer International Publishing, 2016.


[3]   
T. Halkjelsvik and M. Jørgensen, “From origami to software development:
A review of studies on judgment-based predictions of performance time.”
Psychological Bulletin, Vol. 138, No. 2, 2012, pp. 238–271.


[4]   
The Standish Group International, “The CHAOS manifesto: Think big
and act small,” 2013.


[5]   
D. Galorath, Software project failure costs billions.
better estimation & planning can help, (2012). [Online].
http://galorath.com/blog/software-project-failure-costs-billions-better-estimation-planning-can-help/
[Accessed 16 September 2014].


[6]   
J. McManus and T. Wood-Harper, A study in project
failure, BCS, The Chartered Institute for IT, (2008). [Online].
http://www.bcs.org/content/ConWebDoc/19584 [Retrieved 19/4/2012].


[7]   
R.R. Nelson, “IT project management: Infamous failures, classic mistakes,
and best practices,” MIS Quarterly Executive, Vol. 6, No. 2, 2007, pp. 67–78.


[8]   
M. Jørgensen, “Communication of software cost estimates,” in Proceedings
of the 18th International Conference on Evaluation and Assessment in
Software Engineering – EASE ’14, ACM. ACM Press, 2014, p. 28.


[9]   
A. Magazinius, S. Börjesson, and R. Feldt, “Investigating intentional
distortions in software cost estimation – an exploratory study,” Journal of
Systems and Software, Vol. 85, No. 8, Aug. 2012, pp. 1770–1781.


[10]   
A. Magazinovic and J. Pernstål, “Any other cost estimation inhibitors?”
in Proceedings of the Second ACM-IEEE international symposium on
Empirical software engineering and measurement – ESEM ’08, ACM. ACM
Press, 2008, pp. 233–242.


[11]   
J. Rahikkala, V. Leppänen, J. Ruohonen, and J. Holvitie,
“Top management support in software cost estimation,” International Journal
of Managing Projects in Business, Vol. 8, No. 3, Jun. 2015, pp. 513–532.


[12]   
J.J. Ahonen, P. Savolainen, H. Merikoski, and J. Nevalainen, “Reported
project management effort, project size, and contract type,” Journal of
Systems and Software, Vol. 109, Nov. 2015, pp. 205–213.


[13]   
S. McConnell, Software Estimation: Demystifying the Black Art.
Microsoft Press, 2006.


[14]   
M. Jorgensen and M. Shepperd, “A systematic review of software
development cost estimation studies,” IEEE Transactions on Software
Engineering, Vol. 33, No. 1, Jan. 2007, pp. 33–53.


[15]   
B. Pitterman, “Telcordia technologies: The journey to high maturity,”
IEEE Software, Vol. 17, No. 4, Jul. 2000, pp. 89–96.


[16]   
L. Putnam and W. Myers, Five core metrics: The Intelligence Behind
Successful Software Management. Dorset House Publishing, 2003.


[17]   
J. Rahikkala, S. Hyrynsalmi, and V. Leppänen, “Accounting testing in
software cost estimation: A case study of the current practice and impacts,”
in Proceedings of 14th Symposium on Programming Languages and Software
Tools, J. Nummenmaa, O. Sievi-Korte, and E. Mäkinen, Eds. University of
Tampere, 2015, pp. 64–75.


[18]   
D. White and J. Fortune, “Current practice in project management~—
an empirical study,” International Journal of Project Management, Vol. 20,
No. 1, Jan. 2002, pp. 1–11.


[19]   
A Guide to the Project Management Body of Knowledge: PMBOK Guide,
ANSI Std. ANSI/PMI 99-001-2013, 2013.


[20]   
N. Cerpa and J.M. Verner, “Why did your project fail?” Communications

of the ACM, Vol. 52, No. 12, Dec. 2009, p. 130.


[21]   
L. McLeod and S.G. MacDonell, “Factors that affect software systems
development project outcomes,” ACM Computing Surveys, Vol. 43, No. 4,
Oct. 2011, pp. 1–56.


[22]   
H.N.N. Mohd and S. Shamsul, “Critical success factors for software
projects: A comparative study,” Scientific Research and Essays, Vol. 6,
No. 10, May 2011, pp. 2174–2186.


[23]   
CMMI Product Team, “CMMI for development. version
1.3,” Software Engineering Institute, Carnegie Mellon
University, Tech. Rep. CMU/SEI-2010-TR-0336, 2010. [Online].
https://resources.sei.cmu.edu/library/asset-view.cfm?assetid=9661


[24]   
G. Caupin, H. Knoepfel, G. Koch, K. Pannenbäcker, F. Pérez-Polo,
and C. Seabury, Eds., IPMA Competence Baseline Version 3.
International Project Management Association, 2006. [Online].
http://www.ipma.world/assets/ICB3.pdf


[25]   
O. Zwikael, “Top management involvement in project management,”
International Journal of Managing Projects in Business, Vol. 1, No. 4, Sep.
2008, pp. 498–511.


[26]   
T. Cooke-Davies, “The “real” success factors on projects,” International
Journal of Project Management, Vol. 20, No. 3, Apr. 2002, pp. 185–190.


[27]   
M. Lycett, A. Rassau, and J. Danson, “Programme management: A
critical review,” International Journal of Project Management, Vol. 22, No. 4,
May 2004, pp. 289–299.


[28]   
P. Dietrich and P. Lehtonen, “Successful management of strategic
intentions through multiple projects – reflections from empirical study,”
International Journal of Project Management, Vol. 23, No. 5, Jul. 2005, pp.
386–391.


[29]   
S. Srivannaboon and D.Z. Milosevic, “A two-way influence between
business strategy and project management,” International Journal of Project
Management, Vol. 24, No. 6, Aug. 2006, pp. 493–505.


[30]   
B.J. Kolltveit, J.T. Karlsen, and K. Grønhaug, “Perspectives on project

management,” International Journal of Project Management, Vol. 25, No. 1,
Jan. 2007, pp. 3–9.


[31]   
H.K. Doloi, “Understanding stakeholders’ perspective of cost estimation in
project management,” International Journal of Project Management, Vol. 29,
No. 5, Jul. 2011, pp. 622–636.


[32]   
B. Nanus and L. Farr, “Some cost contributors to large-scale programs,”
in Proceedings of the April 21-23, 1964, spring joint computer conference on
XX – AFIPS ’64 (Spring), ser. AFIPS ’64 (Spring). ACM Press, 1964, pp.
239–248.


[33]   
E.A. Nelson, “Management handbook for the estimation of
computer programming costs,” Defense Technical Information Center,
Technical Documentary Report ESD-TR-67-66, Mar. 1967. [Online].
http://www.dtic.mil/dtic/tr/fulltext/u2/648750.pdf


[34]   
L.C. Briand and I. Wieczorek, “Resource estimation in software
engineering,” in Encyclopedia of Software Engineering. John Wiley & Sons,
Inc., 2002.


[35]   
S.K. Sehra, Y.S. Brar, N. Kaur, and S.S. Sehra, “Research patterns and
trends in software effort estimation,” Information and Software Technology,
Vol. 91, Nov. 2017, pp. 1–21.


[36]   
J. Hihn and H. Habib-agahi, “Cost estimation of software intensive
projects: A survey of current practices,” in [1991 Proceedings] 13th
International Conference on Software Engineering, IEEE Computer Society
Press. IEEE Comput. Soc. Press, 1991, pp. 276–287.


[37]   
R. Turner, The handbook of project based management, 2nd ed.
McGraw-Hill, 1999.


[38]   
D.I. Cleland, “The strategic context of projects,” in Project portfolio
management – selecting and prioritizing projects for competitive advantage,
L. Dye and J. Pennypacker, Eds. Center for Business Practices, 1999.


[39]   
L.F. Luna-Reyes, J. Zhang, J. Ramón Gil-García, and A.M. Cresswell,
“Information systems development as emergent socio-technical change: A
practice approach,” European Journal of Information Systems, Vol. 14, No. 1,
Mar. 2005, pp. 93–105.


[40]   
J. Fortune and D. White, “Framing of project critical success factors by
a systems model,” International Journal of Project Management, Vol. 24,
No. 1, Jan. 2006, pp. 53–65.


[41]   
T. Okoro, “Diverse talent: Enhancing gender participation in project
management,” Procedia – Social and Behavioral Sciences, Vol. 226, Jul. 2016,
pp. 170–175, proceedings of the 29th IPMA World Congress WC2015 (28-30
September – 1 October, Panama).


[42]   
R. Young and E. Jordan, “Top management support: Mantra or
necessity?” International Journal of Project Management, Vol. 26, No. 7,
Oct. 2008, pp. 713–725.


[43]   
R. Schmidt, K. Lyytinen, M. Keil, and P. Cule, “Identifying software
project risks: An international Delphi study,” Journal of Management
Information Systems, Vol. 17, No. 4, Mar. 2001, pp. 5–36.


[44]   
M.L. Markus, “Implementation politics: Top management support and
user involvement,” MIT, Center for Information Systems Research, Alfred
P. Sloan School of Management, Tech. Rep. CISR 75, 1981. [Online].
https://dspace.mit.edu/bitstream/handle/1721.1/48186/implementationpo00mark.pdf


[45]   
Y.H. Kwak and F.T. Anbari, “Analyzing project management research:
Perspectives from top management journals,” International Journal of Project
Management, Vol. 27, No. 5, Jul. 2009, pp. 435–446.


[46]   
J. Thomas, C. Delisle, K. Jugdev, and P. Buckle, “Selling project
management to senior executives: The case for avoiding crisis sales?” Project
Management Journal, Vol. 33, No. 2, Jun. 2002, pp. 19–28.


[47]   
L. Crawford, “Senior management perceptions of project management
competence,” International Journal of Project Management, Vol. 23, No. 1,
Jan. 2005, pp. 7–16.


[48]   
J.T. Garrity, “Top management and computer profits,” Harvard Business
Review, Vol. 41, No. 4, 1963, pp. 6–12.


[49]   
C.M. Beath, “Supporting the information technology champion,” MIS
Quarterly, Vol. 15, No. 3, Sep. 1991, p. 355.

[50]   G. H A Morton, “Become a project champion,” International Journal of
Project Management, Vol. 1, No. 4, Nov. 1983, pp. 197–203.


[51]   
Software Extension to the PMBOK Guide, Fifth ed. Project Management
Institute (PMI). Project Management Institute, Inc & IEEE Computer
Society, 2013.


[52]   
S. Adams, ITIL V3 foundation handbook. The Stationery Office, 2009,
Vol. 1.


[53]   
Guidance on Project Management, ISO Std. 2150:2012, 2012.


[54]   
M. Cohn, Agile Estimating and Planning, ser. Robert C. Martin Series.
Pearson Education, Inc., Oct. 2005.


[55]   
M. Petrini and M. Pozzebon, “Managing sustainability with the support
of business intelligence: Integrating socio-environmental indicators and
organisational context,” The Journal of Strategic Information Systems,
Vol. 18, No. 4, Dec. 2009, pp. 178–191.


[56]   
A. Magazinius and R. Feldt, “Exploring the human and organizational
aspects of software cost estimation,” in Proceedings of the 2010 ICSE
Workshop on Cooperative and Human Aspects of Software Engineering –
CHASE ’10, ACM. ACM Press, 2010, pp. 92–95.


[57]   
J. Smyrk, “Why most IT projects are really IT without the project,” in
Third world project management conference, Gold Coast, Australia, 2002.


[58]   
R. Young and E. Jordan, “Lifting the game: Board views on e-commerce
risk,” in The Adoption and Diffusion of IT in an Environment of Critical
Change, D. Bunker, D. Wilson, and S. Elliot, Eds., 2002, pp. 102–113.


[59]   
R.K. Yin, Case Study Research: Design and Methods, third edition ed.
SAGE Publications, Inc., 2003.


[60]   
C. Robson, Real world research: A resource for social scientists and
practitioner-researchers, second edition ed. Blackwell Publishing, 2002.


[61]   
M. Patton, Qualitative Research and Evaluation Method, third edition ed.
SAGE Publications, Inc., 2001.


[62]   
M.C. Paulk, B. Curtis, M.B. Chrissis, and C.V. Weber, “Capability
maturity model for software,” Software Engineering Institute, Carnegie
Mellon University, Tech. Rep. ESC-TR-93-177, Jul. 1993. [Online].
https://www.sei.cmu.edu/reports/93tr024.pdf


[63]   
A.L. Lederer and J. Prasad, “Nine management guidelines for better cost
estimating,” Communications of the ACM, Vol. 35, No. 2, Feb. 1992, pp.
51–59.


[64]   
T. Little, “Schedule estimation and uncertainty surrounding the cone of
uncertainty,” IEEE Software, Vol. 23, No. 3, May 2006, pp. 48–54.


[65]   
B.W. Boehm, R. Madachy, B. Steece et al., Software cost estimation with
Cocomo II. Prentice Hall PTR, 2000.


[66]   
M. Jørgensen and D.I. Sjøberg, “The impact of customer expectation
on software development effort estimates,” International Journal of Project
Management, Vol. 22, No. 4, May 2004, pp. 317–325.


[67]   
J. Aranda and S. Easterbrook, “Anchoring and adjustment in software
estimation,” in Proceedings of the 10th European Software Engineering
Conference Held Jointly with 13th ACM SIGSOFT International Symposium
on Foundations of Software Engineering. ACM Press, 2005, pp. 346–355.


[68]   
D. Milosevic and P. Patanakul, “Standardized project management may
increase development projects success,” International Journal of Project
Management, Vol. 23, No. 3, Apr. 2005, pp. 181–192.


[69]   
J.J. Jiang, G. Klein, H.G. Hwang, J. Huang, and S.Y. Hung, “An
exploration of the relationship between software development process maturity
and project performance,” Information & Management, Vol. 41, No. 3, Jan.
2004, pp. 279–288.


[70]   
D.R. Goldenson and D.L. Gibson, “Demonstrating the impact and
benefits of CMMI (Trademark): An update and preliminary results,”
Defense Technical Information Center, Tech. Rep., Oct. 2003. [Online].
http://www.dtic.mil/dtic/tr/fulltext/u2/a418481.pdf


[71]   
D.R. Goldenson and J.D. Herbsleb, “After the appraisal: A systematic
survey of process improvement, its benefits, and factors that influence

success.” Defense Technical Information Center, Tech. Rep., Aug. 1995.
[Online]. http://www.dtic.mil/dtic/tr/fulltext/u2/a300225.pdf


[72]   
H.K. Klein and M.D. Myers, “A set of principles for conducting and
evaluating interpretive field studies in information systems,” MIS Quarterly,
Vol. 23, No. 1, Mar. 1999, p. 67.


[73]   
P. Runeson and M. Höst, “Guidelines for conducting and reporting case
study research in software engineering,” Empir Software Eng, Vol. 14, No. 2,
Dec. 2008, pp. 131–164.


[74]   
J. Arnowitz, M. Arent, and N. Berger, Effective Prototyping for Software
Makers. Elsevier, 2007.


[75]   
A.L. Lederer and J. Prasad, “Causes of inaccurate software development
cost estimates,” Journal of Systems and Software, Vol. 31, No. 2, Nov. 1995,
pp. 125–134.


[76]   
A. Magazinius and R. Feldt, “Confirming distortional behaviors in
software cost estimation practice,” in 2011 37th EUROMICRO Conference
on Software Engineering and Advanced Applications, IEEE. IEEE, Aug. 2011,
pp. 411–418.


[77]   
M. Jørgensen, “Top-down and bottom-up expert estimation of software
development effort,” Information and Software Technology, Vol. 46, No. 1,
Jan. 2004, pp. 3–16.


[78]   
A. Boonstra, “How do top managers support strategic information system
projects and why do they sometimes withhold this support?” International
Journal of Project Management, Vol. 31, No. 4, May 2013, pp. 498–512.


[79]   
T.W. Malone and K. Crowston, “The interdisciplinary study of
coordination,” ACM Computing Surveys, Vol. 26, No. 1, Mar. 1994, pp.
87–119.


[80]   
D. Stelzer and W. Mellis, “Success factors of organizational change in
software process improvement,” Software Process: Improvement and Practice,
Vol. 4, No. 4, Dec. 1998, pp. 227–250.


[81]   
K. Henttonen and K. Blomqvist, “Managing distance in a global
virtual team: The evolution of trust through technology-mediated relational

communication,” Strategic Change, Vol. 14, No. 2, 2005, pp. 107–119.


[82]   
M. Paasivaara and C. Lassenius, “Collaboration practices in global
inter-organizational software development projects,” Software Process:
Improvement and Practice, Vol. 8, No. 4, Oct. 2003, pp. 183–199.


[83]   
K. Beck,
M. Beedle, A. Van Bennekum, A. Cockburn, W. Cunningham, M. Fowler,
J. Grenning, J. Highsmith, A. Hunt, R. Jeffries et al., “Manifesto for agile
software development,” http://www.agilemanifesto.org, 2001.


[84]   
M. Jorgensen, “Practical guidelines for expert-judgment-based software
effort estimation,” IEEE Software, Vol. 22, No. 3, May 2005, pp. 57–63.


[85]   
M. Jørgensen, “A review of studies on expert estimation of software
development effort,” Journal of Systems and Software, Vol. 70, No. 1-2, Feb.
2004, pp. 37–60.


[86]   
R.M. Flowe and J.B. Thordahl, “A correlational study of the
SEI’s capability maturity model and software development performance
in DoD contracts.” DTIC Document, Tech. Rep., 1994. [Online].
http://www.dtic.mil/dtic/tr/fulltext/u2/a288890.pdf


[87]   
H.J. Yazici, “The role of project management maturity and organizational
culture in perceived performance,” Project Management Journal, Vol. 40,
No. 3, Sep. 2009, pp. 14–33.


[88]   
E.S. Andersen and S.A. Jessen, “Project maturity in organisations,”
International Journal of Project Management, Vol. 21, No. 6, Aug. 2003, pp.
457–461.


[89]   
A. Raja, W. Mohsin, N. Ehsan, E. Mirza, and M. Saud, “Impact of
emotional intelligence and work attitude on quality of service in the call centre
industry of Pakistan,” in 2010 IEEE International Conference on Management
of Innovation & Technology, IEEE. IEEE, 2010, pp. 402–407.


[90]   
Y.J.T. Zidane, B.A. Hussein, J.Ø. Gudmundsson, and A. Ekambaram,
“Categorization of organizational factors and their impact on project
performance,” Procedia – Social and Behavioral Sciences, Vol. 226, Jul. 2016,
pp. 162–169.

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