To Örebro University

oru.seÖrebro University Publications
System disruptions
There are recurring service disruptions on some of the search portals due to high traffic. We are working to resolve the issue, you may temporarily encounter an error message.
Change search
Link to record
Permanent link

Direct link
Publications (7 of 7) Show all publications
Gerdin, M., Karlsson, M., Kolkowska, E. & Grönlund, Å. (2026). You get the answers you ask for: Experimental evidence on the influence of inconsistent variable definitions on non-/compliance research findings. Computers & Security, 171, Article ID 105065.
Open this publication in new window or tab >>You get the answers you ask for: Experimental evidence on the influence of inconsistent variable definitions on non-/compliance research findings
2026 (English)In: Computers & Security, ISSN 0167-4048, E-ISSN 1872-6208, Vol. 171, article id 105065Article in journal (Refereed) Published
Abstract [en]

The research literature on employee non-/compliance with information security policies (ISPs) suffers from inconsistent findings. The aim of this paper is to investigate a promising, yet largely unexplored cause of these inconsistencies, namely, differences in how key variables have been conceptualized and operationalized into questionnaire measurement items across this literature. Specifically, by means of a survey experiment with 215 participants from a Swedish university, we formally tested whether alternative operationalizations of two key variables from Protection Motivation Theory-Perceived vulnerability and Perceived severity of a threat-lead to statistically significant differences in mean values across responder groups. Regarding the former variable, we found significant differences between operationalizations focusing on the probability and vulnerability of the threat. Regarding the latter, we found significant differences between whether the target of the consequences of the threat was unclear or clear to respondents, but not between clearly stated targets in terms of individuals and organizations. Overall, therefore, this study contributes to the field by highlighting the importance of conceptual clarity and precision in measuring key variables. It also highlights the potential of survey experiments-an underutilized method in ISP compliance research-for exploring the empirical impact of the different variable operationalizations which currently characterize much of the extant literature.

Place, publisher, year, edition, pages
Elsevier, 2026
Keywords
Information security policies, Non-compliance, Compliance, Protection motivation theory, PMT, Survey experiment, Information security management
National Category
Information Systems, Social aspects
Identifiers
urn:nbn:se:oru:diva-130587 (URN)10.1016/j.cose.2026.105065 (DOI)001839704100001 ()
Available from: 2026-08-14 Created: 2026-08-14 Last updated: 2026-08-14Bibliographically approved
Gerdin, M., Grönlund, Å. & Kolkowska, E. (2025). Conceptual inconsistencies in variable definitions and measurement items within ISP non-/compliance research: A systematic literature review. Computers & Security, 152, Article ID 104365.
Open this publication in new window or tab >>Conceptual inconsistencies in variable definitions and measurement items within ISP non-/compliance research: A systematic literature review
2025 (English)In: Computers & Security, ISSN 0167-4048, E-ISSN 1872-6208, Vol. 152, article id 104365Article, review/survey (Refereed) Published
Abstract [en]

The rich stream of research focusing on employee non-/compliance with information security policies (ISPs) suffers from inconsistent results. Attempts to explain such inconsistencies have included investigation of possible contextual moderating factors. Another promising, yet not systematically investigated, explanation concerns conceptual inconsistencies in variable definitions and in questionnaire measurement items. Based on a systematic literature review covering 36 ISP non-/compliance articles using Protection Motivation Theory (PMT) and/or Theory of Planned Behavior (TPB), we found four major types of conceptual inconsistencies and unclarities within and across studies; (i) inconsistencies in variable definitions; (ii) inconsistencies between variable measurement items; (iii) inconsistencies between variable definitions and measurement items; and (iv) unclearly/vaguely worded measurement items. The review contributes to the field by demonstrating that the inconsistent results in the field may not only be due to unknown contextual moderators, but also to conceptual incongruences within and across studies.

Place, publisher, year, edition, pages
Elsevier, 2025
Keywords
Information security policy, Protection motivation theory, Theory of planned behavior, Variable properties, Non-compliance
National Category
Information Systems, Social aspects
Identifiers
urn:nbn:se:oru:diva-119696 (URN)10.1016/j.cose.2025.104365 (DOI)001428697400001 ()2-s2.0-85217911678 (Scopus ID)
Available from: 2025-03-17 Created: 2025-03-17 Last updated: 2025-09-19Bibliographically approved
Gerdin, M. (2025). Good Variable Practice: Addressing inconsistencies in non-/compliance research using a sequential multi-method approach. (Doctoral dissertation). Örebro: Örebro University
Open this publication in new window or tab >>Good Variable Practice: Addressing inconsistencies in non-/compliance research using a sequential multi-method approach
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

This thesis examines research on employees’ behavior toward information security policies (ISPs), commonly studied under the concept of non-/compliance. While extensive research has expanded knowledge in this field, recent reviews highlight inconsistent and contradictory research findings. These inconsistencies are often attributed to contextual moderators, but this explanation is only partial. This thesis offers a complementary perspective by focusing on definitions and measurements of variables commonly used in research.

Using a sequential multi-method approach, including a traditional survey, a literature review, interviews, and a survey experiments, this thesis demonstrates that non-/compliance research suffers from widespread inconsistencies/unclarities in defining and measuring key variables, both within and across studies. The thesis also finds that these inconsistencies/unclarities may contribute to differences in research results.

These identified inconsistencies in variable definitions and measurements are not only of theoretical concern (in terms of theoretical specificity) but may also have significant empirical consequences insofar as they may influence research findings. Based on this, this thesis contributes to the extant literature by suggesting a research agenda specifying 12 considerations for research design that future researchers should consider in order to improve theoretical development in the field, minimize the impact of inconsistent variable definitions and measurements on research results, and, most importantly, enhance our understanding of ISP non-/compliance phenomena.

Place, publisher, year, edition, pages
Örebro: Örebro University, 2025. p. 122
Series
Örebro Studies in Informatics ; 25
Keywords
Information Systems, Information Security, Behavioral Information Security, Compliance, Non-compliance, Information Security Policies, PMT, TPB, UMISPC, Good Variable Practice
National Category
Information Systems, Social aspects
Identifiers
urn:nbn:se:oru:diva-123107 (URN)9789175296944 (ISBN)9789175296951 (ISBN)
Public defence
2025-10-16, Örebro universitet, Forumhuset, Hörsal F, Fakultetsgatan 1, Örebro, 13:15 (English)
Opponent
Supervisors
Available from: 2025-08-27 Created: 2025-08-27 Last updated: 2025-09-30Bibliographically approved
Gerdin, M. (2025). Validating and extending the unified model of information security policy compliance. Information and Computer Security, 33(1), 25-48
Open this publication in new window or tab >>Validating and extending the unified model of information security policy compliance
2025 (English)In: Information and Computer Security, ISSN 2056-4961, E-ISSN 2056-497X, Vol. 33, no 1, p. 25-48Article in journal (Refereed) Published
Abstract [en]

Purpose: The purpose of this study is to further validate and extend the unified model of information security policy compliance (UMISPC) developed by Moody et al. (2018).

Design/methodology/approach: To be able to compare the results of this study and those reported by Moody et al. (2018) (and followers), the same quantitative data collection method (questionnaire) and variable measurement instruments were used. Specifically, questionnaire data were collected from a department within a Swedish governmental organization comprising 150 employees. Of these, 90 answered the questionnaire which rendered a response rate of 60%. Following Moody et al. (2018), the collected data were analyzed by means of structural equation modeling.

Findings: This study generally provides empirical support for the original UMISPC as a large majority of the findings are in line with those reported by Moody et al. (2018). However, it also suggests important differences and boundary conditions.

Originality/value: This study extends the original study of Moody et al. (2018) and subsequent replication studies by testing it in a new national/organizational context. Based on their call for future research, it also develops and empirically tests the effects of a new, socially visible information system security violation scenario. Related to this, this study also revisits the role of the variable subjective norms for better understanding employee non-/compliance to information security policies by suggesting that their effects may be indirect (i.e. running through other variables in the UMISPC) rather than direct.

Place, publisher, year, edition, pages
Emerald Group Publishing Limited, 2025
Keywords
Unified model of information security policy compliance, UMISPC, Information security policy, Non-compliance, Compliance, Information system security management
National Category
Information Systems
Identifiers
urn:nbn:se:oru:diva-115900 (URN)10.1108/ICS-12-2023-0263 (DOI)001303467000001 ()2-s2.0-85203020419 (Scopus ID)
Available from: 2024-09-12 Created: 2024-09-12 Last updated: 2026-09-21Bibliographically approved
Gerdin, M., Kolkowska, E. & Grönlund, Å. (2024). What goes around comes around: an in-depth analysis of how respondents interpret ISP non-/compliance questionnaire items. Information and Computer Security, 32(4), 459-476
Open this publication in new window or tab >>What goes around comes around: an in-depth analysis of how respondents interpret ISP non-/compliance questionnaire items
2024 (English)In: Information and Computer Security, ISSN 2056-4961, E-ISSN 2056-497X, Vol. 32, no 4, p. 459-476Article in journal (Refereed) Published
Abstract [en]

Purpose: Research on employee non-/compliance to information security policies suffers from inconsistent results and there is an ongoing discussion about the dominating survey research methodology and its potential effect on these results. This study aims to add to this discussion by investigating discrepancies between what the authors claim to measure (theoretical properties of variables) and what they actually measure (respondents' interpretations of the operationalized variables). This study asks: How well do respondents' interpretations of variables correspond to their theoretical definitions? What are the characteristics of any discrepancies between variable definitions and respondent interpretations?

Design/methodology/approach: This study is based on in-depth interviews with 17 respondents from the Swedish public sector to understand how they interpret questionnaire measurement items operationalizing the variables Perceived Severity from Protection Motivation Theory and Attitude from Theory of Planned Behavior.

Findings: The authors found that respondents' interpretations in many cases differ substantially from the theoretical definitions. Overall, the authors found four principal ways in which respondents interpreted measurement items - referred to as property contextualization, extension, alteration and oscillation - each implying more or less (dis)alignment with the intended theoretical properties of the two variables examined.

Originality/value: The qualitative method used proved vital to better understand respondents' interpretations which, in turn, is key for improving self-reporting measurement instruments. To the best of the authors' knowledge, this study is a first step toward understanding how precise and uniform definitions of variables' theoretical properties can be operationalized into effective measurement items.

Place, publisher, year, edition, pages
Emerald Group Publishing Limited, 2024
Keywords
Information security policy, Non-/compliance research, Validation of measurement instruments, Protection motivation theory, PMT, Theory of planned behavior, TPB
National Category
Information Systems, Social aspects
Identifiers
urn:nbn:se:oru:diva-113439 (URN)10.1108/ICS-12-2023-0240 (DOI)001207334600001 ()2-s2.0-85191325704 (Scopus ID)
Available from: 2024-04-30 Created: 2024-04-30 Last updated: 2026-09-21Bibliographically approved
Gerdin, M., Grönlund, Å. & Kolkowska, E. (2023). What Goes Around Comes Around: Effects of Unclear Questionnaire Items in Information Security Research. In: Steven Furnell; Nathan Clarke (Ed.), Human Aspects of Information Security and Assurance: 17th IFIP WG 11.12 International Symposium, HAISA 2023, Kent, UK, July 4–6, 2023, Proceedings. Paper presented at 17th IFIP International Symposium on Human Aspects of Information Security & Assurance (HAISA 2023), Kent, UK, July 4–6, 2023 (pp. 470-481). Springer
Open this publication in new window or tab >>What Goes Around Comes Around: Effects of Unclear Questionnaire Items in Information Security Research
2023 (English)In: Human Aspects of Information Security and Assurance: 17th IFIP WG 11.12 International Symposium, HAISA 2023, Kent, UK, July 4–6, 2023, Proceedings / [ed] Steven Furnell; Nathan Clarke, Springer, 2023, p. 470-481Conference paper, Published paper (Refereed)
Abstract [en]

The credibility of research on information system security is challenged by inconsistent results and there is an ongoing discussion about research methodology and its effect on results within the employee non-/compliance to information security policies literature. We add to this discussion by investigating discrepancies between what we cl/aim to measure (theoretical properties of variables) and what we actually measure (respondents’ interpretations of our operationalized variables). The study asks: (1) How well do respondents’ interpretations of variables correspond to their theoretical definitions? (2) What are the characteristics and causes of any discrepancies between variable definitions and respondent interpretations? We report a pilot study including interviews with seven respondents to understand their interpretations of the variable Perceived severity from the Protection Motivation Theory (PMT).

We found that respondents’ interpretations differ substantially from the theoretical definitions which introduces error in measurement. There were not only individual differences in interpretations but also, and more importantly, systematic ones; When questions are not well specified, or do not cover respondents’ practice, respondents make interpretations based on their practice. Our results indicate three types of ambiguities, namely (i) Vagueness in part/s of the measurement item causing inconsistencies in interpretation between respondents, (ii) Envision/Interpret ‘new’ properties not related to the theory, (iii) ‘Misses the mark’ measurements whereby respondents misinterpret the fundamentals of the item. The qualitative method used proved conducive to understanding respondents’ thinking, which is a key to improving research instruments.

Place, publisher, year, edition, pages
Springer, 2023
Series
IFIP Advances in Information and Communication Technology, ISSN 1868-4238, E-ISSN 1868-422X ; 674
Keywords
Non-/compliance research, Validation of measurement instruments, Interpretation of measurement items
National Category
Other Social Sciences Information Systems, Social aspects
Identifiers
urn:nbn:se:oru:diva-109023 (URN)10.1007/978-3-031-38530-8_37 (DOI)001578343700037 ()2-s2.0-85172683006 (Scopus ID)9783031385292 (ISBN)9783031385322 (ISBN)9783031385308 (ISBN)
Conference
17th IFIP International Symposium on Human Aspects of Information Security & Assurance (HAISA 2023), Kent, UK, July 4–6, 2023
Available from: 2023-10-17 Created: 2023-10-17 Last updated: 2026-01-23Bibliographically approved
Gerdin, M., Karlsson, M., Kolkowska, E. & Grönlund, Å.You Get the Answers You Ask For: Experimental Evidence on the Influence of Inconsistent Variable Definitions on Non-/Compliance Research Findings.
Open this publication in new window or tab >>You Get the Answers You Ask For: Experimental Evidence on the Influence of Inconsistent Variable Definitions on Non-/Compliance Research Findings
(English)Manuscript (preprint) (Other academic)
National Category
Information Systems, Social aspects
Identifiers
urn:nbn:se:oru:diva-123795 (URN)
Available from: 2025-09-19 Created: 2025-09-19 Last updated: 2025-09-19Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-0658-4548

Search in DiVA

Show all publications