Marketing capability and growth · Systematic literature review / research-gap synthesis
A quest for research and knowledge gaps in cybersecurity awareness for small and medium-sized enterprises
Sunil Chaudhary, Vasileios Gkioulos, Sokratis Katsikas (2023). Computer Science Review.
Plain-English take
SMEs often lack resources, expertise, and incentives to prioritize cybersecurity; SME-exclusive cybersecurity-awareness research is rare. The review maps gaps and provides directions for adapting awareness research to SME needs. For a founder, use this as a question to test in your own context, not a universal playbook.
How much weight to give this
3/5 Exploratory evidence; interpret cautiously
The 1–5 evidence-check score is a practical reading aid, not a formal peer review or a probability that a conclusion is true. It combines design strength (2 points), sample reporting (1), comparison/control clarity (1), and how much of the paper could be checked (1). Access affects how confidently this directory can assess a study, not the study's underlying quality. Blinding is reported separately because it is not relevant to every design.
Synthesis or analytical design addresses the question, but conclusions depend on included literature or model assumptions.
The accessible source does not report a usable sample size.
The comparison structure is limited or depends on the paper's model/context.
Firecrawl retrieved a full paper or full-text publisher page for this annotation.
Double-blind? Blinding was not established from the captured source; it may not apply to this study design.
Research question
What the authors investigated
Which cybersecurity-awareness aspects require further research specifically for SMEs, and what knowledge gaps should guide SME-focused awareness research?
Design
Systematic literature review prioritizing studies focused on SMEs and analyzing/evaluating them for research gaps; the publisher record states that no new dataset was used.
Sample and setting
Published research studies on cybersecurity awareness or related domains, with priority given to SME-focused studies; the publisher abstract does not state the number of included papers.
Reported result
What the study found
SMEs often lack resources, expertise, and incentives to prioritize cybersecurity; SME-exclusive cybersecurity-awareness research is rare. The review maps gaps and provides directions for adapting awareness research to SME needs.
This is a paraphrase of the source. Check the original paper for definitions, estimates, statistical uncertainty and analysis details.
Scope and transfer
Limitations to keep in view
The accessible publisher abstract does not enumerate review-search, inclusion, or evidence-quality limitations and does not report the included-study count; consult the full paper before making stronger claims.
Possible founder application
Treat this as evidence for the specific marketing capability and growth question studied. Compare the setting and sample to your company before changing a growth decision; use a local experiment where the paper does not match your context.
Evidence access
Full text retrieved from publisher or linked open repository
Elsevier/ScienceDirect publisher record labels this an open-access review article, gives the exact title/authors/DOI and directly states the review purpose, SME focus, and conclusions. It is a strong cybersecurity/SME research-synthesis candidate, but the abstract does not provide study counts or detailed gap taxonomy. Correction notices were not separately verified in this collection; consult the current publisher record before applying the findings.
If only an abstract or metadata was available, the profile is limited to claims supported there. A paper's paywall does not change its evidentiary status, but it limits what we can substantiate from accessible text.