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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">INFORMATICA</journal-id>
<journal-title-group><journal-title>Informatica</journal-title></journal-title-group>
<issn pub-type="epub">1822-8844</issn><issn pub-type="ppub">0868-4952</issn><issn-l>0868-4952</issn-l>
<publisher>
<publisher-name>Vilnius University</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">INFOR488</article-id>
<article-id pub-id-type="doi">10.15388/22-INFOR488</article-id>
<article-categories><subj-group subj-group-type="heading">
<subject>Research Article</subject></subj-group></article-categories>
<title-group>
<article-title>Project Management Processes – Impact on the Success of Information Systems Projects</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4303-3908</contrib-id>
<name><surname>Varajão</surname><given-names>João</given-names></name><email xlink:href="varajao@dsi.uminho.pt">varajao@dsi.uminho.pt</email><xref ref-type="aff" rid="j_infor488_aff_001">1</xref><xref ref-type="corresp" rid="cor1">∗</xref><bio>
<p><bold>J. Varajão</bold> is a professor of information systems and project management at the University of Minho. He is also a researcher at the ALGORITMI research centre. His current research interests are in information systems project management and information systems development (addressing, particularly, success management). Before joining academia, he worked as a consultant, project manager, information systems analyst, and software developer for private companies and public institutions. He has published refereed publications, authored books, edited books, book chapters, and communications at international conferences. He serves as editor-in-chief, associate editor, and member of the editorial board for journals and has served in numerous committees of international conferences and workshops. He is the editor-in-chief of the <italic>International Journal of Information Systems and Project Management</italic> (IJISPM).</p></bio>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8449-0526</contrib-id>
<name><surname>Marques</surname><given-names>Rui Pedro</given-names></name><email xlink:href="ruimarques@ua.pt">ruimarques@ua.pt</email><xref ref-type="aff" rid="j_infor488_aff_002">2</xref><bio>
<p><bold>R.P. Marques</bold> is a professor at the Higher Institute of Accounting and Administration, University of Aveiro, since 2007, and has been giving classes on information systems. He received the PhD degree in computer science in 2014 from the Universities of Minho, Aveiro and Porto, Portugal. In 2008, he concluded his master’s degree, and in 2005, he graduated in electronics and telecommunications engineering from the University of Aveiro. He is also a researcher of the ALGORITMI research centre (University of Minho), in the ISTTOS (Information Systems and Technologies for Transformation of Organizations and Society) research laboratory. His main research interests are related to information systems.</p></bio>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0506-4284</contrib-id>
<name><surname>Trigo</surname><given-names>António</given-names></name><email xlink:href="antonio.trigo@gmail.com">antonio.trigo@gmail.com</email><xref ref-type="aff" rid="j_infor488_aff_003">3</xref><bio>
<p><bold>A. Trigo</bold> is a professor of management information systems at Coimbra Business School | ISCAC, which is part of the Polytechnic Institute of Coimbra, Portugal, where he teaches management information systems and computer programming. He is also a researcher at the ALGORITMI research centre and Coimbra Business School Research Centre. His research interests are management information systems, project management and software development. He has published over 50 works, including refereed publications, authored books, edited books, as well as book chapters and communications at international conferences. Before joining academia, he worked as a software engineer and project manager for private companies and public institutions.</p></bio>
</contrib>
<aff id="j_infor488_aff_001"><label>1</label>ALGORITMI Research Centre, <institution>University of Minho</institution>, Campus de Azurém, 4804-533 Guimarães, <country>Portugal</country></aff>
<aff id="j_infor488_aff_002"><label>2</label>Higher Institute of Accounting and Administration, <institution>University of Aveiro</institution>, 3810-193 Aveiro, <country>Portugal</country></aff>
<aff id="j_infor488_aff_003"><label>3</label>Coimbra Business School Research Centre, <institution>Instituto Superior de Contabilidade e Administração de Coimbra (ISCAC)</institution>, Polytechnic of Coimbra, 3045-601 Coimbra, <country>Portugal</country></aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>∗</label>Corresponding author.</corresp>
</author-notes>
<pub-date pub-type="ppub"><year>2022</year></pub-date><pub-date pub-type="epub"><day>14</day><month>6</month><year>2022</year></pub-date><volume>33</volume><issue>2</issue><fpage>421</fpage><lpage>436</lpage><history><date date-type="received"><month>9</month><year>2021</year></date><date date-type="accepted"><month>5</month><year>2022</year></date></history>
<permissions><copyright-statement>© 2022 Vilnius University</copyright-statement><copyright-year>2022</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>Open access article under the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">CC BY</ext-link> license.</license-p></license></permissions>
<abstract>
<p>Purpose: Few studies in the literature address the success of enterprise Information Systems (IS) projects, namely focusing on how success is influenced by project management practices. This research studied the impact of ISO 21500/PMBOK processes on the success of IS projects, aiming to contribute to a better understanding of management practices importance in the context of this type of projects. Design/methodology/approach: An international survey was used to collect data, which was analysed using descriptive and inferential statistics. Findings: The results show higher levels of success than usually reported in the literature. Furthermore, this research shows that overall success is strongly influenced by ISO/PMBOK project management processes, thus reinforcing the relevance of competent project management to improve the results of IS projects. Originality: Focusing on the specific case of IS projects, this study shows that higher levels of success are achieved by organizations with higher project management maturity.</p>
</abstract>
<kwd-group>
<label>Key words</label>
<kwd>Information Systems</kwd>
<kwd>projects</kwd>
<kwd>project management</kwd>
<kwd>processes</kwd>
<kwd>practice</kwd>
<kwd>success</kwd>
<kwd>project success</kwd>
<kwd>ISO 21500</kwd>
<kwd>ISO 21502</kwd>
<kwd>PMBOK</kwd>
<kwd>survey</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="j_infor488_s_001">
<label>1</label>
<title>Introduction</title>
<p>Given the current importance of Information Systems (IS) in organizations due to their role in improving productivity and leveraging investments (Hu and Quan, <xref ref-type="bibr" rid="j_infor488_ref_021">2005</xref>; Özturan <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_070">2019</xref>), it is crucial that IS projects succeed. However, it has been frequently reported that IS projects show low levels of success (Iriarte and Bayona, <xref ref-type="bibr" rid="j_infor488_ref_024">2020</xref>; Bilir and Yafez, <xref ref-type="bibr" rid="j_infor488_ref_005">2021</xref>).</p>
<p>The complexity involved (Morcov <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_032">2020</xref>), project underestimation of resources and time, inadequate requirements, changes in scope, unassessed, uncontrolled or unmanaged risks throughout project implementation, unrealistic expectations, and inappropriate methodology are some of the reasons pointed out for the failure of IS projects (Cerpa and Verner, <xref ref-type="bibr" rid="j_infor488_ref_008">2009</xref>). Poor project management practices seem to be a significant cause of many issues verified in these projects.</p>
<p>Some well-known studies – e.g. the Standish Group’s Chaos Reports (Standish Group, <xref ref-type="bibr" rid="j_infor488_ref_053">1994</xref>, <xref ref-type="bibr" rid="j_infor488_ref_054">2015</xref>, <xref ref-type="bibr" rid="j_infor488_ref_055">2018</xref>, <xref ref-type="bibr" rid="j_infor488_ref_056">2020</xref>) – clearly state low levels of success over the years. However, these results have been somewhat contested, because studies are not always described in detail. Furthermore, they are typically focused on software development projects and not specifically on enterprise IS (socio-technical) projects (involving Information Technology (IT) implantation in organizations) (Varajão and Carvalho, <xref ref-type="bibr" rid="j_infor488_ref_062">2018</xref>).</p>
<p>Even though many studies in the literature show results of software development projects, few of them address the success of IS projects and aim to explain how such success is influenced by project management practices (Varajão <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_064">2017</xref>). Defining, understanding, and achieving success in a project is not easy nor straightforward since it depends on many aspects, such as stakeholders’ perceptions, project characteristics (e.g. complexity), circumstantial aspects (e.g. context), evaluation details (e.g. criteria and measurement models), and many other aspects that need to be considered (Varajão <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_065">2022</xref>). For the purpose of our study, considering the efficiency and efficacy of a project, project success is defined as project management success combined with output success (Baccarini, <xref ref-type="bibr" rid="j_infor488_ref_004">1999</xref>).</p>
<p>Our study complements existing research by addressing the following research question: “Is the success of Information Systems projects influenced by project management processes implementation?”. An international survey was conducted with experienced IS project managers in order to answer this research question, asking them to report both the success level achieved in the last three to five (concluded) projects they had participated in and the frequency of implementing a list of project management processes. Subsequently, several statistical analyses were carried out to test the influence of processes implementation on project success.</p>
<p>This paper is organized into five sections: literature review; research design and methodology, main findings and results; discussion of results, and, finally, the conclusion, which presents the implications of this study for practice and research, as well as future work.</p>
</sec>
<sec id="j_infor488_s_002">
<label>2</label>
<title>Background</title>
<sec id="j_infor488_s_003">
<label>2.1</label>
<title>Information Systems Projects</title>
<p>IS are a key element in modern organizations and are present in almost every aspect of business (Varajão and Trigo, <xref ref-type="bibr" rid="j_infor488_ref_063">2016</xref>). This makes IS a vital organizational asset for improving productivity, reducing operating costs, or gaining competitive advantages, to mention a few aspects.</p>
<p>Business and technological environments are continually changing; thus, for organizations to be able to stand out from competitors, they need to develop and deploy new systems (Patnayakuni and Ruppel, <xref ref-type="bibr" rid="j_infor488_ref_040">2010</xref>). One way of organizing tasks and resources is to carry out projects.</p>
<p>Companies use a panoply of IS solutions to support their activities at different levels of management. Due to the increasing sophistication of organizations, their business processes and IT requirements, IS projects are also becoming more complex. They can assume many sizes and forms, be more transversal in the organization or more specific, more strategic or more operational. Also, they can include implementation of ERP (Enterprise Resource Planning systems), CRM (Customer Relationship Management systems), SCM (Supply Chain Management systems), BI (Business Intelligence systems), and ERP modules, or development of customized systems, system improvement, process improvement using IT, system migration, infrastructure improvement, consulting and other (Cadle and Yeates, <xref ref-type="bibr" rid="j_infor488_ref_007">2008</xref>). Moreover, development/implementation type can vary from customized development up to COTS (Customer Of The Shelf)/packaged software implementation (or both).</p>
</sec>
<sec id="j_infor488_s_004">
<label>2.2</label>
<title>Project Success</title>
<p>Project management success and the success of project outputs are two distinct components of project success (Baccarini, <xref ref-type="bibr" rid="j_infor488_ref_004">1999</xref>). On the one hand, project management success focuses on the management process, mainly on the project’s successful execution regarding the three dimensions of scope, time, and cost, which indicates its degree of efficiency and effectiveness. On the other hand, outputs’ success focuses mainly on the effects of the project’s resulting products or services in the post-project stage.</p>
<p>Although project management success and success of outputs are independent, project management failure may jeopardize the outputs’ success. Therefore, the project and its resulting products or services should not be considered in isolation (Marnewick, <xref ref-type="bibr" rid="j_infor488_ref_030">2012</xref>). One of the difficulties in measuring success regards the fact that many criteria are stakeholder and context-specific (Davis, <xref ref-type="bibr" rid="j_infor488_ref_013">2017</xref>) and should be defined for each particular project (Varajão, <xref ref-type="bibr" rid="j_infor488_ref_060">2018a</xref>,b; Varajão <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_065">2022</xref>).</p>
<p>The literature offers many insights on success. For example, Davis (<xref ref-type="bibr" rid="j_infor488_ref_013">2017</xref>) identifies a measurement method for stakeholder groups’ perceptions on project success, and states that benefits to the stakeholder group, time/cost/quality, and accountability are some of the dimensions of success analysis. The project managers’ perspective has also been studied. For example, Sanchez <italic>et al.</italic> (<xref ref-type="bibr" rid="j_infor488_ref_050">2017</xref>) concluded that the project manager has a significant impact on success, particularly on the time success dimension; and Aga <italic>et al.</italic> (<xref ref-type="bibr" rid="j_infor488_ref_001">2016</xref>) contributed with a theory on the role of leadership in project success. Another study concluded that the quality of the project management information system (software) has a positive impact on project success (Rahman <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_048">2018</xref>). Furthermore, teamwork quality is perceived to affect team performance and significantly impact personal success (Lindsjørn <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_029">2016</xref>); risk identification and risk response planning influence process performance and the overall aspects of project success (Pimchangthong and Boonjing, <xref ref-type="bibr" rid="j_infor488_ref_042">2017</xref>); and business managers’ IT competence has a significant influence on project success (Engelbrecht <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_016">2017</xref>). However, there is a gap in the literature concerning the influence of project management practices on success, namely in what concerns project management processes.</p>
</sec>
<sec id="j_infor488_s_005">
<label>2.3</label>
<title>Project Management Processes</title>
<p>A project management body of knowledge is the total knowledge within the profession of project management and may include proven traditional practices that are widely applied and innovative practices in the profession (Sydow <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_057">2004</xref>). The existence of identifiable patterns and generalizations from which rules, controls, and guidelines for best practices can be defined is the basis of the knowledge reflected in the Bodies of Knowledge (Martinsuo <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_031">2006</xref>), and practitioners use these Bodies of Knowledge as best practice guides (Shi, <xref ref-type="bibr" rid="j_infor488_ref_052">2011</xref>).</p>
<p>In the last decades, professional project management associations have published several project management Bodies of Knowledge, such as PMBOK (PMI, <xref ref-type="bibr" rid="j_infor488_ref_046">2021</xref>), ICB (IPMA, <xref ref-type="bibr" rid="j_infor488_ref_023">2018</xref>), APM BOK (APM, <xref ref-type="bibr" rid="j_infor488_ref_003">2019</xref>) and P2M (PMAJ, <xref ref-type="bibr" rid="j_infor488_ref_043">2017</xref>). PMBOK, APM BOK, and P2M are among the most influential ones (White and Fortune, <xref ref-type="bibr" rid="j_infor488_ref_066">2002</xref>).</p>
<p>PMBOK is a formal document that describes established norms, methods, processes, and practices and is a globally recognized standard for the project management profession, including accepted good practices for project management practitioners. PMBOK (PMI, <xref ref-type="bibr" rid="j_infor488_ref_044">2013</xref>, <xref ref-type="bibr" rid="j_infor488_ref_045">2017</xref>), includes several process groups: initiating, planning, executing, monitoring and controlling, and closing. It also identifies several “knowledge areas” for organizing processes, including integration, scope, schedule, cost, resource, quality, risk, stakeholder, communication; and procurement. The current version is PMBOK 7th edition (PMI, <xref ref-type="bibr" rid="j_infor488_ref_046">2021</xref>).</p>
<p>ISO 21500:2012 (ISO, <xref ref-type="bibr" rid="j_infor488_ref_026">2012</xref>) is an ISO (International Organization for Standardization) standard that provides guidance on project management concepts and processes and is aligned with the PMBOK. It identifies the following process groups: initiating, planning, implementing, controlling, and closing. It also defines ten “subject areas” for organizing processes: integration, scope, time, cost, resource, quality, risk, stakeholder, communication, and procurement. The current version is ISO 21502:2020 (ISO, <xref ref-type="bibr" rid="j_infor488_ref_027">2020</xref>).</p>
<p>The differences between ISO 21500:2012 and PMBOK are minimal in what regards process groups and subject/knowledge areas. One of the differences lies in the description of tools and techniques, since ISO 21500:2012 does not include details about them (Varajão <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_064">2017</xref>).</p>
</sec>
</sec>
<sec id="j_infor488_s_006" sec-type="methods">
<label>3</label>
<title>Method</title>
<p>Our method involved administering an online survey to IS project managers. The collected data was analysed using quantitative statistical analysis, namely descriptive and inferential analysis.</p>
<sec id="j_infor488_s_007">
<label>3.1</label>
<title>Measurement Instrument</title>
<p>Based on the versions of standard ISO 21500:2012 (ISO, <xref ref-type="bibr" rid="j_infor488_ref_026">2012</xref>) and the PMBOK Guide (PMI, <xref ref-type="bibr" rid="j_infor488_ref_044">2013</xref>) available at the time of data collection, as well as on a literature review (e.g. Varajão <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_064">2017</xref>), a survey instrument was created to measure both the implementation of IS project management processes and the success of projects. The questionnaire contained a list of forty-six processes (see Table <xref rid="j_infor488_tab_001">1</xref>), structured into ten areas of knowledge: Scope, Time (Schedule), Cost, Quality, Resources, Stakeholder, Risk, Communications, Procurement, and Integration. A Likert scale (“Never”, “Occasionally”, “Often”, “Always”), concerning the frequency of process implementation in practice, was used to measure the different items.</p>
<p>The instrument was also used to measure several aspects of IS project success. We asked participants about the overall success level, since the criteria to evaluate project success are specific to each project in particular (Varajão <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_065">2022</xref>). Additionally, we focused on the project’s efficiency (meeting cost, time, and scope goals) (Serrador and Pinto, <xref ref-type="bibr" rid="j_infor488_ref_051">2015</xref>). Participants were asked to indicate the characteristics, the level of success achieved, and the level of compliance with the scope, time, and cost regarding the last three to five completed projects in which they had been involved.</p>
<p>The items were evaluated using a Likert scale. A similar scale was used for “scope”, “time” and “cost”. For instance, the scope scale was: “Scope not fulfilled”; “Scope fulfilled, WITH changes to the original plan”; “Scope fulfilled, WITHOUT changes to the original plan”. The overall “level of success” was measured using a bipolar semantic differential continuous line scale. For purposes of analysis, the line was divided into eleven equal sections and coded from 0 (“project abandoned”) to 10 (“complete success”).</p>
<p>The data was collected at project level. Prior to the study, a pilot test was carried out to validate the questionnaire, involving two IS and project management professors, and nine IS project managers, which led to some subsequent adjustments to the questionnaire.</p>
</sec>
<sec id="j_infor488_s_008">
<label>3.2</label>
<title>Data Collection</title>
<p>The sample for this study consists of IS project managers who were contacted via LinkedIn by posting a topic about the study in several project management and IS groups. Follow-up emails were subsequently sent to project managers and chief information officers (with project management duties) with a link to the online survey. A total of 111 responses were obtained. Since four of the responses were unusable because they were incomplete, a final number of 107 complete questionnaires, representing a total of 472 IS projects, were used in our analysis, yielding a total of 96.4% valid responses.</p>
<p>Appendix <xref rid="j_infor488_app_001">A</xref> summarizes the respondents’ demographic data. The respondents are experienced project managers, most of them over 40 years of age (70.1%) and having more than ten years of experience (58%), whereas only 18.7% have more than 20 years of experience. Furthermore, 93.5% of the respondents indicated holding graduate or postgraduate degrees. Most respondents (65.4%) have training or certification in project management and have extensive experience in the field: 58% with more than 11 years of experience, and only 12.1% with five years or less). Finally, the respondents had already been project managers in a considerable number of projects: 76.6% with more than 11 projects, 37.4% of which had already managed more than 30 projects.</p>
<p>The respondents’ organizations have different sizes (small, medium, and large). The companies in the sample come from two geographical areas, Europe (62.6%) and North America (23.4%), most of them having an international presence (60.7%). Many of these companies align their project management methodology with PMBOK (37.4%), while only 12.1% use a project management maturity model to improve their project management practices. MS Project is the most used software in project management (51.4% of the answers), followed by MS Excel, and by customized solutions (18.7% and 12.1%, respectively).</p>
<p>In summary, the respondents in this study are experienced project management professionals from a wide range of companies.</p>
</sec>
</sec>
<sec id="j_infor488_s_009">
<label>4</label>
<title>Results</title>
<p>Project managers were asked to characterize the last projects they had participated in. Each of them reported three to five completed projects, of varying types, costs, and duration, as summarized in Appendix <xref rid="j_infor488_app_002">B</xref>. Almost 42% of the projects were related to the implementation of ERP/CRM systems; 19.3%, to the implementation of custom systems; and the remaining, to BI implementation, process improvement, and others (e.g. system maintenance). The systems’ development/implementation type was mainly customized development (41.9%) and implementation of packaged software/Commercial of the Shelf (COTS) in combination with customized development (31.6%).</p>
<fig id="j_infor488_fig_001">
<label>Fig. 1</label>
<caption>
<p>Ranking of project management processes in IS Projects, grouped by knowledge area.</p>
</caption>
<graphic xlink:href="infor488_g001.jpg"/>
</fig>
<p>Regarding project duration, slightly more than half of the projects (54.1%) lasted up to nine months, and the average duration of a project was six months. Concerning budget, the reported projects represent a wide range of project sizes, including budgets under 25,000 Euros to budgets over 2,000,000 Euros, with the majority of the projects having a budget under 250,000 Euros).</p>
<p>Figure <xref rid="j_infor488_fig_001">1</xref> shows the execution frequency of project management processes grouped by the respective knowledge area. As expected, cost, time, and scope management are performed very often. The same does not happen with processes such as risk, procurement, and quality management.</p>
<p>Regarding the projects’ success level, as shown in Fig. <xref rid="j_infor488_fig_002">2</xref>, IS projects are achieving high levels of success, with the majority of projects at the top levels (about 52% of the projects are in levels 9 and 10 of success), and only 16.1% are below level 7. In contrast, the percentage drops to 7.4 regarding the projects below the middle point (level 5). Compliance with scope, time, and cost is also frequent, albeit with changes to the initial plan.</p>
<fig id="j_infor488_fig_002">
<label>Fig. 2</label>
<caption>
<p>Level of success achieved in IS projects.</p>
</caption>
<graphic xlink:href="infor488_g002.jpg"/>
</fig>
<p>Mann-Whitney, Kruskal-Wallis, and Spearman’s rho statistics were used to investigate the influence of project management processes on success. These non-parametric tests were selected since the assumptions for using parametric tests were violated (e.g. normal distribution of variables). These tests were also chosen considering: the number of variables, the type of measurement and the number of levels of variables, and compliance with statistical assumptions.</p>
<p>Kruskal-Wallis tests were used to compare the four levels of process implementation (“Never”, “Occasionally”, “Often”, “Always”) on the dependent variable scope management success, time (schedule) management success, and cost management success. Mann-Whitney tests were used to compare the four levels of process implementation on the projects’ compliance to scope, time, and cost (i.e. projects in which “scope, time, and cost were <italic>simultaneously</italic> fulfilled WITHOUT changes to the original plan”). To check whether there was a statistically significant association between processes and the overall success (level of success), correlations were computed using Spearman’s rho statistics.</p>
<p>Table <xref rid="j_infor488_tab_001">1</xref> sums up the statistical tests, highlighting the cases that have significant results <inline-formula id="j_infor488_ineq_001"><alternatives><mml:math>
<mml:mo mathvariant="normal" fence="true" stretchy="false">(</mml:mo>
<mml:mi mathvariant="italic">p</mml:mi>
<mml:mo mathvariant="normal">&lt;</mml:mo>
<mml:mn>0.05</mml:mn>
<mml:mo mathvariant="normal" fence="true" stretchy="false">)</mml:mo></mml:math><tex-math><![CDATA[$(p<0.05)$]]></tex-math></alternatives></inline-formula>, showing the relationship of project management processes’ executing frequency on success.</p>
<table-wrap id="j_infor488_tab_001">
<label>Table 1</label>
<caption>
<p>Influence of processes on success.</p>
</caption>
<table>
<thead>
<tr>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Processes</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Scope managementsuccess</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Time managementsuccess</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Cost managementsuccess</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Proj: Scope, Time and Cost simulta- neously fulfilled WITHOUT changes</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Overall success</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"><italic>p</italic></td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"><italic>p</italic></td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"><italic>p</italic></td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"><italic>r</italic> <inline-formula id="j_infor488_ineq_002"><alternatives><mml:math>
<mml:mo mathvariant="normal" fence="true" stretchy="false">(</mml:mo>
<mml:mi mathvariant="italic">p</mml:mi>
<mml:mo mathvariant="normal">&lt;</mml:mo>
<mml:mn>0.05</mml:mn>
<mml:mo mathvariant="normal" fence="true" stretchy="false">)</mml:mo></mml:math><tex-math><![CDATA[$(p<0.05)$]]></tex-math></alternatives></inline-formula></td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="6" style="vertical-align: top; text-align: left">Integration Management (IM)</td>
<td style="vertical-align: top; text-align: left">IM: Develop project charter</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.145</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">IM: Develop project management plan</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.181</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">IM: Direct and manage project work</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.163</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">IM: Monitor and control project work</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.113</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">IM: Perform integrated change control</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">IM: Close project or phase</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.038</td>
<td style="vertical-align: top; text-align: left">0.214</td>
</tr>
<tr>
<td rowspan="6" style="vertical-align: top; text-align: left">Scope Management (SM)</td>
<td style="vertical-align: top; text-align: left">SM: Plan scope management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.155</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">SM: Collect requirements</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.156</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">SM: Define scope</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.203</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">SM: Create WBS</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">SM: Validate scope</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.106</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">SM: Control scope</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td rowspan="7" style="vertical-align: top; text-align: left">Time (Schedule) Management (TM)</td>
<td style="vertical-align: top; text-align: left">TM: Plan schedule (time) management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">TM: Define activities</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.152</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">TM: Sequence activities</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.098</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">TM: Estimate activity resources</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">TM: Estimate activity duration</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.092</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">TM: Develop schedule</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.121</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">TM: Control schedule</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.128</td>
</tr>
<tr>
<td rowspan="4" style="vertical-align: top; text-align: left">Cost Management (CM)</td>
<td style="vertical-align: top; text-align: left">CM: Plan cost management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.002</td>
<td style="vertical-align: top; text-align: left">0.159</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">CM: Estimate costs</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.159</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">CM: Determine budget</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.118</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">CM: Control costs</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.022</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td rowspan="4" style="vertical-align: top; text-align: left">Resource Management (HRM)</td>
<td style="vertical-align: top; text-align: left">HRM: Plan resource management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.002</td>
<td style="vertical-align: top; text-align: left">0.192</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">HRM: Acquire resources</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.021</td>
<td style="vertical-align: top; text-align: left">0.195</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">HRM: Develop team</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">&lt;0.001</td>
<td style="vertical-align: top; text-align: left">0.126</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">HRM: Manage team</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.005</td>
<td style="vertical-align: top; text-align: left">0.212</td>
</tr>
<tr>
<td rowspan="3" style="vertical-align: top; text-align: left">Quality Management (QM)</td>
<td style="vertical-align: top; text-align: left">QM: Plan quality management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.001</td>
<td style="vertical-align: top; text-align: left">0.167</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">QM: Manage quality</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.001</td>
<td style="vertical-align: top; text-align: left">0.145</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">QM: Control quality</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.001</td>
<td style="vertical-align: top; text-align: left">0.230</td>
</tr>
<tr>
<td rowspan="6" style="vertical-align: top; text-align: left">Risk Management (RM)</td>
<td style="vertical-align: top; text-align: left">RM: Plan risk management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.043</td>
<td style="vertical-align: top; text-align: left">0.171</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">RM: Identify risks</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.162</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">RM: Perform qualitative risk analysis</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.122</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">RM: Perform quantitative risk analysis</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.169</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">RM: Plan risk responses</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.040</td>
<td style="vertical-align: top; text-align: left">0.149</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">RM: Monitor risks</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.023</td>
<td style="vertical-align: top; text-align: left">0.175</td>
</tr>
<tr>
<td rowspan="4" style="vertical-align: top; text-align: left">Stakeholder Management (StM)</td>
<td style="vertical-align: top; text-align: left">StM: Identify stakeholders</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.003</td>
<td style="vertical-align: top; text-align: left">0.224</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">StM: Plan stakeholder engagement</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.002</td>
<td style="vertical-align: top; text-align: left">0.188</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">StM: Manage stakeholder engagement</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.017</td>
<td style="vertical-align: top; text-align: left">0.165</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">StM: Monitor stakeholder engagement</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.006</td>
<td style="vertical-align: top; text-align: left">0.210</td>
</tr>
<tr>
<td rowspan="3" style="vertical-align: top; text-align: left">Communication Management (CmM)</td>
<td style="vertical-align: top; text-align: left">CmM: Plan communication management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.002</td>
<td style="vertical-align: top; text-align: left">0.222</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">CmM: Manage communications</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.014</td>
<td style="vertical-align: top; text-align: left">0.168</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">CmM: Monitor communications</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">&lt;0.001</td>
<td style="vertical-align: top; text-align: left">0.214</td>
</tr>
<tr>
<td rowspan="3" style="vertical-align: top; text-align: left">Procurement Management (PM)</td>
<td style="vertical-align: top; text-align: left">PM: Plan procurement management</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">0.003</td>
<td style="vertical-align: top; text-align: left">0.159</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">PM: Conduct procurements</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">PM: Control procurements</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
<td style="vertical-align: top; text-align: left">–</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: right; border-bottom: solid thin"><italic>No. of processes:</italic></td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">0</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">0</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">0</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">21</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">38</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
 <p>Legend: – Not significant.</p> 
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="j_infor488_s_010">
<label>5</label>
<title>Discussion</title>
<p>IT/IS projects have not been synonymous with “success” in the last decades (Petter and Vaishnavi, <xref ref-type="bibr" rid="j_infor488_ref_041">2008</xref>). The Standish Group reports are a landmark in the development of this vision of “failure”. This entity has published the first Chaos Report in 1994 (Standish Group, <xref ref-type="bibr" rid="j_infor488_ref_053">1994</xref>). Despite focusing on software development projects, the results of the study were extrapolated to IT and IS projects in general. The Chaos Report 2020 (Standish Group, <xref ref-type="bibr" rid="j_infor488_ref_056">2020</xref>) shows that only 31% of projects are successful, 50% are challenged (fail in at least one criterion, and 19% fail. Over time, with the periodic publication of these reports, the idea that IS projects are problematic has persisted (Marnewick, <xref ref-type="bibr" rid="j_infor488_ref_030">2012</xref>). Fincham (<xref ref-type="bibr" rid="j_infor488_ref_018">2002</xref>) states that this area often seems to be captive of its own failures (Thomas and Fernández, <xref ref-type="bibr" rid="j_infor488_ref_059">2008</xref>).</p>
<p>However, the results of our study show that overall IS projects are being completed according to scope, time and cost (respectively, in 94.1%, 87.5% and 89.8%) of the surveyed cases. But when considering the initial baseline, the percentage of projects that simultaneously fulfilled scope, time, and cost (without changes to the initial plan) is about 26.1%. This shows that in the context of IS project management, under the perspective of project managers, fulfillment of scope, time, and cost is not rigidly tied to initial plans.</p>
<p>Table <xref rid="j_infor488_tab_001">1</xref> shows that no individual relationship was found between project management processes and the three dimensions of project management success (scope management success, time management success, and cost management success). At first sight, this can be perplexing, since it was expected that at least scope management processes do influence scope management success (or scope compliance), time (schedule) processes do influence time management success (or time compliance), and, similarly, cost management processes do influence cost management success (or cost compliance).</p>
<p>Nevertheless, this can be justified by the fact that scope, time, and cost management processes are the most frequently executed and put in practice in almost all projects. In other words, these particular results can be explained due to insufficient variance in the data sample regarding the execution frequency of processes and the success obtained in each of these knowledge areas.</p>
<p>In contrast, a broad set of processes have a positive impact on overall success, including scope, time, and cost management processes. Overall success (success level) is influenced by 38 processes, which corresponds to more than 80% of the total processes under analysis. In fact, there are very few processes in which a relationship with success has not been found. It is observed that all processes from Resources, Quality, Risk, Stakeholders, and Communications process groups impact overall success. A large percentage (over two-thirds) of the number of processes in Integration, Scope, Time, and Cost process groups also influence overall success. The procurement process group has fewer influencing processes (only the “Planning procurement management” process impacts overall success), which is explainable by the fact that not all projects require procurement.</p>
<p>Regarding projects with no deviations of scope, time, and cost (simultaneously), the number of influencing processes decreases from 38 to 21. What stands out is the influence of processes of Risk Management and Quality Management, since these are the processes least put in practice, and these results highlight their importance for achieving higher levels of success.</p>
<p>Overall, considering the results as a whole, it is clear that projects with more mature and professional project management achieved higher levels of success. This is in line with Kerzner (<xref ref-type="bibr" rid="j_infor488_ref_028">2019</xref>) findings, as he states that the implementation of project management processes is related to higher maturity levels of project management, enhancing the competitiveness of organizations (Głodziński, <xref ref-type="bibr" rid="j_infor488_ref_020">2019</xref>).</p>
<p>The results obtained regarding the process group Integration (IM) are also in line with those reported in the literature. For example, Nasir and Sahibuddinm (<xref ref-type="bibr" rid="j_infor488_ref_035">2011</xref>) state that management processes, such as the processes identified in the process group Integration (IM), influence project success more than processes related to technical implementation and development. Plan and project management work are also some of the success factors referred by Chen (<xref ref-type="bibr" rid="j_infor488_ref_010">2012</xref>) and Ram <italic>et al.</italic> (<xref ref-type="bibr" rid="j_infor488_ref_049">2013</xref>). Other studies present similar insights (Chow and Cao, <xref ref-type="bibr" rid="j_infor488_ref_011">2008</xref>; Farzin <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_017">2014</xref>; Ismail <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_025">2012</xref>; Ram <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_049">2013</xref>; Ziemba and Oblak, <xref ref-type="bibr" rid="j_infor488_ref_069">2013</xref>).</p>
<p>There are also studies (Müller and Turner, <xref ref-type="bibr" rid="j_infor488_ref_034">2007</xref>; Panopoulou <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_039">2014</xref>; Nelson, <xref ref-type="bibr" rid="j_infor488_ref_036">2018</xref>; Thomas and Fernández, <xref ref-type="bibr" rid="j_infor488_ref_059">2008</xref>) that confirm that the definition and management of the Scope (process group Scope (SM)) and the definition of the requirements are aspects that determine a project’s overall success, as our study also concludes. The results related to the process group Time (schedule) (TM) are also aligned with several studies (Chow and Cao, <xref ref-type="bibr" rid="j_infor488_ref_011">2008</xref>; Collins and Baccarini, <xref ref-type="bibr" rid="j_infor488_ref_012">2004</xref>; Nasir and Sahibuddinm, <xref ref-type="bibr" rid="j_infor488_ref_035">2011</xref>; Müller and Turner, <xref ref-type="bibr" rid="j_infor488_ref_034">2007</xref>; Nelson, <xref ref-type="bibr" rid="j_infor488_ref_036">2018</xref>; Thomas and Fernández, <xref ref-type="bibr" rid="j_infor488_ref_059">2008</xref>), in particular regarding the development, management, and control of time, as well as the realistic estimation of schedule and its activities.</p>
<p>The results obtained in our study corroborate previous research regarding the process group Cost (CM) (Alias <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_002">2014</xref>; Denolf <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_014">2015</xref>; Fortune and White, <xref ref-type="bibr" rid="j_infor488_ref_019">2006</xref>; Nasir and Sahibuddinm, <xref ref-type="bibr" rid="j_infor488_ref_035">2011</xref>; Osei-Kyei and Chan, <xref ref-type="bibr" rid="j_infor488_ref_037">2015</xref>), which point to a realistic estimation of costs and budget, as well as their management, as influential factors for success.</p>
<p>Regarding the processes related to the project team included in the Resources group (HRM), the study confirms the need for proper team management (Aga <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_001">2016</xref>; Ismail <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_025">2012</xref>; Morlhon <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_033">2014</xref>; Panopoulou <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_039">2014</xref>; Wu <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_067">2017</xref>). However, HRM is not just about team management, since it also involves team planning, building, and development (Chow and Cao, <xref ref-type="bibr" rid="j_infor488_ref_011">2008</xref>; Nasir and Sahibuddinm, <xref ref-type="bibr" rid="j_infor488_ref_035">2011</xref>; Ram <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_049">2013</xref>; Tam <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_058">2020</xref>), and the management of other resources.</p>
<p>As in our study, the need for quality assessment is referred as one of the processes influencing success (Collins and Baccarini, <xref ref-type="bibr" rid="j_infor488_ref_012">2004</xref>; Nasir and Sahibuddinm, <xref ref-type="bibr" rid="j_infor488_ref_035">2011</xref>; Müller and Turner, <xref ref-type="bibr" rid="j_infor488_ref_034">2007</xref>; Thomas and Fernández, <xref ref-type="bibr" rid="j_infor488_ref_059">2008</xref>). Regarding risk management, the identification of potential risks and risk plan management are processes mentioned in the literature as potential facilitators of success (Collins and Baccarini, <xref ref-type="bibr" rid="j_infor488_ref_012">2004</xref>; Poon and Wagner, <xref ref-type="bibr" rid="j_infor488_ref_047">2001</xref>). However, there was no evidence in the literature about the separation of qualitative risk analyses from quantitative risk analyses, as is considered in our study. Nevertheless, both type of analyses contribute to success.</p>
<p>Regarding the process group Stakeholders (StM), the importance of stakeholders engagement is mentioned by many other studies as a success enhancer (Denolf <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_014">2015</xref>; Ika and Donnelly, <xref ref-type="bibr" rid="j_infor488_ref_022">2017</xref>; Nasir and Sahibuddinm, <xref ref-type="bibr" rid="j_infor488_ref_035">2011</xref>; Pankratz and Basten, <xref ref-type="bibr" rid="j_infor488_ref_038">2014</xref>; Ram <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_049">2013</xref>; Yin <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_068">2014</xref>). Regarding the process group Communication (CmM), several authors stress the need for effective communication, not only among the project team elements, but also with the other stakeholders, as well as the strategy and channels of communication, and the quality of the information communicated (Brun, <xref ref-type="bibr" rid="j_infor488_ref_006">2011</xref>; Chen, <xref ref-type="bibr" rid="j_infor488_ref_010">2012</xref>; Chow and Cao, <xref ref-type="bibr" rid="j_infor488_ref_011">2008</xref>; Denolf <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_014">2015</xref>; Dinter, <xref ref-type="bibr" rid="j_infor488_ref_015">2013</xref>; Farzin <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_017">2014</xref>; Ismail <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_025">2012</xref>; Nasir and Sahibuddinm, <xref ref-type="bibr" rid="j_infor488_ref_035">2011</xref>; Morlhon <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_033">2014</xref>).</p>
<p>As aforementioned, the process group Procurement (PM) is the one that contributes with fewer processes to success. In the literature, few studies analyse these processes as predictors of success, and the existing studies just refer to the importance of vendor support during project development and implementation (Chen <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_009">2012</xref>; Dinter, <xref ref-type="bibr" rid="j_infor488_ref_015">2013</xref>; Farzin <italic>et al.</italic>, <xref ref-type="bibr" rid="j_infor488_ref_017">2014</xref>).</p>
</sec>
<sec id="j_infor488_s_011">
<label>6</label>
<title>Conclusion</title>
<p>The success of IS projects has been a hot topic in the literature for a long time. However, the reported success can be biased because it often only concerns software development (technical) projects, not enterprise IS (socio-technical) projects.</p>
<p>Our survey results show that IS projects are currently achieving high levels of success, which is in clear contrast to what is reported in the literature, probably because, as discussed, the research is usually focused on software development projects and the notion of success can be different.</p>
<p>Furthermore, this research also shows that overall project success is influenced by 38 project management processes out of 47 ISO 21500/PMBOK processes. Nevertheless, when we consider success as project scope, time, and cost fulfilled without deviation (simultaneously), the number of differentiating processes is 21, of which clearly stand out quality and risk management processes. These are some of the processes least put in practice, but our research shows that they are fundamental for achieving higher levels of success. According to Kerzner (<xref ref-type="bibr" rid="j_infor488_ref_028">2019</xref>), the implementation of project management processes is related to higher maturity levels of project management. Overall, higher levels of success are achieved by organizations with higher project management maturity, i.e. organizations that put into practice a complete set of project management processes from all the relevant knowledge areas.</p>
<p>Our study has important practical, educational, and research implications, because it stresses the relevance of the use of good practices (e.g. ISO 21500/21502 and PMBOK processes) for achieving success in project management. Furthermore, the results obtained highlight the importance of a competent and thorough project management approach that encompasses all the relevant processes and not just a few. One avenue for future research is to study the influence of project management processes on the success of projects in other industries. It would also be important to consider the impact of variables such as project manager training and experience, and contextual variables on the execution of IS project management processes, and consequently, on project success.</p>
</sec>
</body>
<back>
<app-group> 
<app id="j_infor488_app_001"><label>A</label>
<title>Respondents’ Profile</title>
<table-wrap id="j_infor488_tab_002">
<table>
<thead>
<tr>
<td colspan="3" style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Project managers</td>
<td colspan="3" style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Companies</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">Frequency</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">Percent</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">Frequency</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">Percent</td>
</tr>
</thead>
<tbody>
<tr>
<td style="vertical-align: top; text-align: left"><bold>Gender</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"><bold>Total employees</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Male</td>
<td style="vertical-align: top; text-align: left">85</td>
<td style="vertical-align: top; text-align: left">79.4</td>
<td style="vertical-align: top; text-align: left">1–200</td>
<td style="vertical-align: top; text-align: left">33</td>
<td style="vertical-align: top; text-align: left">30.8</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Female</td>
<td style="vertical-align: top; text-align: left">22</td>
<td style="vertical-align: top; text-align: left">20.6</td>
<td style="vertical-align: top; text-align: left">201–500</td>
<td style="vertical-align: top; text-align: left">20</td>
<td style="vertical-align: top; text-align: left">18.7</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left"><bold>Age</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left">501–2000</td>
<td style="vertical-align: top; text-align: left">22</td>
<td style="vertical-align: top; text-align: left">20.6</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">27–40</td>
<td style="vertical-align: top; text-align: left">32</td>
<td style="vertical-align: top; text-align: left">29.9</td>
<td style="vertical-align: top; text-align: left">&gt;2000</td>
<td style="vertical-align: top; text-align: left">30</td>
<td style="vertical-align: top; text-align: left">28.0</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">41–50</td>
<td style="vertical-align: top; text-align: left">48</td>
<td style="vertical-align: top; text-align: left">44.9</td>
<td style="vertical-align: top; text-align: left">Did not know/answer</td>
<td style="vertical-align: top; text-align: left">2</td>
<td style="vertical-align: top; text-align: left">1.9</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">&gt;50</td>
<td style="vertical-align: top; text-align: left">27</td>
<td style="vertical-align: top; text-align: left">25.2</td>
<td style="vertical-align: top; text-align: left"><bold>Turnover</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td style="vertical-align: top; text-align: left"><bold>Education</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left">&lt;1.000K</td>
<td style="vertical-align: top; text-align: left">15</td>
<td style="vertical-align: top; text-align: left">14.0</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Undergraduate</td>
<td style="vertical-align: top; text-align: left">7</td>
<td style="vertical-align: top; text-align: left">6.5</td>
<td style="vertical-align: top; text-align: left">1,000K–10,000K</td>
<td style="vertical-align: top; text-align: left">19</td>
<td style="vertical-align: top; text-align: left">17.8</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Graduate</td>
<td style="vertical-align: top; text-align: left">40</td>
<td style="vertical-align: top; text-align: left">37.4</td>
<td style="vertical-align: top; text-align: left">10,000,001–250,000K</td>
<td style="vertical-align: top; text-align: left">24</td>
<td style="vertical-align: top; text-align: left">22.4</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Postgraduate</td>
<td style="vertical-align: top; text-align: left">60</td>
<td style="vertical-align: top; text-align: left">56.1</td>
<td style="vertical-align: top; text-align: left">&gt;250.000K</td>
<td style="vertical-align: top; text-align: left">23</td>
<td style="vertical-align: top; text-align: left">21.5</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left"><bold>Education area</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left">Did not know/answer</td>
<td style="vertical-align: top; text-align: left">26</td>
<td style="vertical-align: top; text-align: left">24.3</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Informatics</td>
<td style="vertical-align: top; text-align: left">20</td>
<td style="vertical-align: top; text-align: left">18.7</td>
<td style="vertical-align: top; text-align: left"><bold>Headquarters</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Inf. Systems</td>
<td style="vertical-align: top; text-align: left">39</td>
<td style="vertical-align: top; text-align: left">36.5</td>
<td style="vertical-align: top; text-align: left">North America</td>
<td style="vertical-align: top; text-align: left">25</td>
<td style="vertical-align: top; text-align: left">23.4</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Business Manag.</td>
<td style="vertical-align: top; text-align: left">27</td>
<td style="vertical-align: top; text-align: left">25.2</td>
<td style="vertical-align: top; text-align: left">Europe</td>
<td style="vertical-align: top; text-align: left">67</td>
<td style="vertical-align: top; text-align: left">62.6</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Other</td>
<td style="vertical-align: top; text-align: left">21</td>
<td style="vertical-align: top; text-align: left">19.6</td>
<td style="vertical-align: top; text-align: left">Other</td>
<td style="vertical-align: top; text-align: left">15</td>
<td style="vertical-align: top; text-align: left">14.0</td>
</tr>
<tr>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Training or certification in project management</bold></td>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Number of countries where it is present</bold></td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Yes</td>
<td style="vertical-align: top; text-align: left">70</td>
<td style="vertical-align: top; text-align: left">65.4</td>
<td style="vertical-align: top; text-align: left">1</td>
<td style="vertical-align: top; text-align: left">42</td>
<td style="vertical-align: top; text-align: left">39.3</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">No</td>
<td style="vertical-align: top; text-align: left">37</td>
<td style="vertical-align: top; text-align: left">34.6</td>
<td style="vertical-align: top; text-align: left">2–10</td>
<td style="vertical-align: top; text-align: left">36</td>
<td style="vertical-align: top; text-align: left">33.6</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left"><bold>Current position</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left">&gt;10</td>
<td style="vertical-align: top; text-align: left">29</td>
<td style="vertical-align: top; text-align: left">27.1</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Project manager</td>
<td style="vertical-align: top; text-align: left">56</td>
<td style="vertical-align: top; text-align: left">52.3</td>
<td style="vertical-align: top; text-align: left"><bold>Certifications</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">CIO/IT Director</td>
<td style="vertical-align: top; text-align: left">21</td>
<td style="vertical-align: top; text-align: left">19.7</td>
<td style="vertical-align: top; text-align: left">Yes</td>
<td style="vertical-align: top; text-align: left">50</td>
<td style="vertical-align: top; text-align: left">46.7</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Director/Manager</td>
<td style="vertical-align: top; text-align: left">15</td>
<td style="vertical-align: top; text-align: left">14.0</td>
<td style="vertical-align: top; text-align: left">No</td>
<td style="vertical-align: top; text-align: left">57</td>
<td style="vertical-align: top; text-align: left">53.3</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Other</td>
<td style="vertical-align: top; text-align: left">15</td>
<td style="vertical-align: top; text-align: left">14.0</td>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Project management approach/methodology</bold></td>
</tr>
<tr>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Average years in the position</bold></td>
<td style="vertical-align: top; text-align: left">PMBOK or Custom</td>
<td style="vertical-align: top; text-align: left">40</td>
<td style="vertical-align: top; text-align: left">37.4</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">1–10</td>
<td style="vertical-align: top; text-align: left">23</td>
<td style="vertical-align: top; text-align: left">21.5</td>
<td style="vertical-align: top; text-align: left">(based on PMBOK)</td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">11–20</td>
<td style="vertical-align: top; text-align: left">45</td>
<td style="vertical-align: top; text-align: left">42.1</td>
<td style="vertical-align: top; text-align: left">Custom based on</td>
<td style="vertical-align: top; text-align: left">26</td>
<td style="vertical-align: top; text-align: left">24.3</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">&gt; 20</td>
<td style="vertical-align: top; text-align: left">39</td>
<td style="vertical-align: top; text-align: left">36.4</td>
<td style="vertical-align: top; text-align: left">various methodologies</td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Average years in project management</bold></td>
<td style="vertical-align: top; text-align: left">No formal methodology</td>
<td style="vertical-align: top; text-align: left">22</td>
<td style="vertical-align: top; text-align: left">20.5</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">1–5</td>
<td style="vertical-align: top; text-align: left">13</td>
<td style="vertical-align: top; text-align: left">12.1</td>
<td style="vertical-align: top; text-align: left">is used</td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">6–10</td>
<td style="vertical-align: top; text-align: left">32</td>
<td style="vertical-align: top; text-align: left">29.9</td>
<td style="vertical-align: top; text-align: left">Other</td>
<td style="vertical-align: top; text-align: left">19</td>
<td style="vertical-align: top; text-align: left">17.8</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">11–20</td>
<td style="vertical-align: top; text-align: left">42</td>
<td style="vertical-align: top; text-align: left">39.3</td>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Uses a project management maturity model</bold></td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">&gt; 20</td>
<td style="vertical-align: top; text-align: left">20</td>
<td style="vertical-align: top; text-align: left">18.7</td>
<td style="vertical-align: top; text-align: left">Yes</td>
<td style="vertical-align: top; text-align: left">13</td>
<td style="vertical-align: top; text-align: left">12.1</td>
</tr>
<tr>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Number of projects as project manager</bold></td>
<td style="vertical-align: top; text-align: left">No</td>
<td style="vertical-align: top; text-align: left">94</td>
<td style="vertical-align: top; text-align: left">87.9</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">&lt;11</td>
<td style="vertical-align: top; text-align: left">25</td>
<td style="vertical-align: top; text-align: left">23.4</td>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Main software used in project management</bold></td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">11–30</td>
<td style="vertical-align: top; text-align: left">42</td>
<td style="vertical-align: top; text-align: left">39.2</td>
<td style="vertical-align: top; text-align: left">MS Project</td>
<td style="vertical-align: top; text-align: left">55</td>
<td style="vertical-align: top; text-align: left">51.4</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">&gt; 30</td>
<td style="vertical-align: top; text-align: left">40</td>
<td style="vertical-align: top; text-align: left">37.4</td>
<td style="vertical-align: top; text-align: left">Excel</td>
<td style="vertical-align: top; text-align: left">20</td>
<td style="vertical-align: top; text-align: left">18.7</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left">Custom</td>
<td style="vertical-align: top; text-align: left">13</td>
<td style="vertical-align: top; text-align: left">12.1</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">Other</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">19</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">17.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</app>
<app id="j_infor488_app_002"><label>B</label>
<title>Projects’ Characteristics</title>
<table-wrap id="j_infor488_tab_003">
<table>
<thead>
<tr>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Frequency</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Percent</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Frequency</td>
<td style="vertical-align: top; text-align: left; border-top: solid thin; border-bottom: solid thin">Percent</td>
</tr>
</thead>
<tbody>
<tr>
<td style="vertical-align: top; text-align: left"><bold>Project type</bold></td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Project duration (months)</bold></td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">ERP implementation</td>
<td style="vertical-align: top; text-align: left">83</td>
<td style="vertical-align: top; text-align: left">17.6</td>
<td style="vertical-align: top; text-align: left">1–3</td>
<td style="vertical-align: top; text-align: left">82</td>
<td style="vertical-align: top; text-align: left">17.4</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">CRM implementation</td>
<td style="vertical-align: top; text-align: left">37</td>
<td style="vertical-align: top; text-align: left">7.8</td>
<td style="vertical-align: top; text-align: left">4–6</td>
<td style="vertical-align: top; text-align: left">118</td>
<td style="vertical-align: top; text-align: left">25.0</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">BI implementation</td>
<td style="vertical-align: top; text-align: left">44</td>
<td style="vertical-align: top; text-align: left">9.3</td>
<td style="vertical-align: top; text-align: left">7–9</td>
<td style="vertical-align: top; text-align: left">55</td>
<td style="vertical-align: top; text-align: left">11.7</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">ERP module implementation</td>
<td style="vertical-align: top; text-align: left">78</td>
<td style="vertical-align: top; text-align: left">16.5</td>
<td style="vertical-align: top; text-align: left">10–12</td>
<td style="vertical-align: top; text-align: left">94</td>
<td style="vertical-align: top; text-align: left">19.9</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Custom system implementation</td>
<td style="vertical-align: top; text-align: left">91</td>
<td style="vertical-align: top; text-align: left">19.3</td>
<td style="vertical-align: top; text-align: left">13–24</td>
<td style="vertical-align: top; text-align: left">89</td>
<td style="vertical-align: top; text-align: left">18.9</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Process improvement</td>
<td style="vertical-align: top; text-align: left">41</td>
<td style="vertical-align: top; text-align: left">8.7</td>
<td style="vertical-align: top; text-align: left">&gt;24</td>
<td style="vertical-align: top; text-align: left">34</td>
<td style="vertical-align: top; text-align: left">7.2</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Other</td>
<td style="vertical-align: top; text-align: left">98</td>
<td style="vertical-align: top; text-align: left">20.8</td>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
</tr>
<tr>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Development/implementation type</bold></td>
<td colspan="3" style="vertical-align: top; text-align: left"><bold>Project budget (Euros)</bold></td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Customized development</td>
<td style="vertical-align: top; text-align: left">198</td>
<td style="vertical-align: top; text-align: left">41.9</td>
<td style="vertical-align: top; text-align: left">25,001–50,000</td>
<td style="vertical-align: top; text-align: left">61</td>
<td style="vertical-align: top; text-align: left">12.9</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Packaged software/COTS</td>
<td style="vertical-align: top; text-align: left">82</td>
<td style="vertical-align: top; text-align: left">17.4</td>
<td style="vertical-align: top; text-align: left">50,001–100,000</td>
<td style="vertical-align: top; text-align: left">63</td>
<td style="vertical-align: top; text-align: left">13.3</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Customized development + COTS</td>
<td style="vertical-align: top; text-align: left">149</td>
<td style="vertical-align: top; text-align: left">31.6</td>
<td style="vertical-align: top; text-align: left">100,001–250,000</td>
<td style="vertical-align: top; text-align: left">62</td>
<td style="vertical-align: top; text-align: left">13.1</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left">Other</td>
<td style="vertical-align: top; text-align: left">43</td>
<td style="vertical-align: top; text-align: left">9.1</td>
<td style="vertical-align: top; text-align: left">250,001–500,000</td>
<td style="vertical-align: top; text-align: left">57</td>
<td style="vertical-align: top; text-align: left">12.1</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left">500,001–2,000,000</td>
<td style="vertical-align: top; text-align: left">70</td>
<td style="vertical-align: top; text-align: left">14.8</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left"/>
<td style="vertical-align: top; text-align: left">&gt;2,000,000</td>
<td style="vertical-align: top; text-align: left">57</td>
<td style="vertical-align: top; text-align: left">12.1</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin"/>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">Did not know/answer</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">31</td>
<td style="vertical-align: top; text-align: left; border-bottom: solid thin">6.6</td>
</tr>
</tbody>
</table>
</table-wrap>
</app></app-group>
<ack id="j_infor488_ack_001">
<title>Acknowledgment</title>
<p>We would like to thank Hélio Silva for supporting the data collection.</p></ack>
<ref-list id="j_infor488_reflist_001">
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