One Language for RiskCompanion site · catalog 1.0
Chapter 24

Research agenda

The questions the framework leaves open, with the data each needs, the method, and whether it fits a master's thesis, a doctorate or a study inside one organisation. Results that confirm or refute a claim are posted here as they arrive: open an issue labelled result.

QuestionTypeData neededMethodFits
Does a combination rule for the four kinds of number (matrix score, simulated distribution, composite index, likelihood of missing an objective) predict outcomes better than any single reading, while recording its reasons? (chapters 20, 24)MethodologicalSynthetic registers with known true likelihoods; then one organization's register with a calibration record (C5.5)Simulation study comparing Bayesian updating, outranking, joint simulation and parallel reporting; then a field testMaster's (simulation stage); doctoral (both stages)
Which hazards from the dictionary of 281 [24] belong in a sector's subset, and what share of recorded physical losses does the subset capture retrospectively? (chapter 24)MethodologicalPublic loss and exposure datasets carrying the hazard codes; the sector mapping of the climate scenarios [13]; a pooled sector loss base where one existsExposure scoring per hazard with the composite index arithmetic and reliability [7]; retrospective capture test; residue analysisMaster's (one sector from public data); practitioner (test against own loss base)
What must a jurisdictional parameter record contain, and can one for a non-financial sector be derived by analogy from the financial ones? (chapter 24)Methodological and institutionalPublished stress parameters across jurisdictions and sectors; one non-financial organization's stress programComparative analysis of published parameters; write and run the record for one organization; report what was inventedDoctoral (comparative); practitioner (one organization)
Do later editions of independent sources share more definitions with one another than earlier ones did? (chapters 10, 24)InstitutionalDated editions of the twenty-seven sources, including the three revisions in progress [1] [21] [2]Coding each edition for the eight objects and six steps; definitional overlap measured over timeMaster's (pilot on five sources); doctoral (full corpus)
Do organizations with one register and lens attributes answer cross-cutting questions faster and report more consistent exposures than those with subject-specific registers? (chapters 19, 20)EmpiricalSupervisory thematic reviews; board-pack archives; subsidiaries of one group with both arrangementsMatched comparison on time to answer a defined question and variance of reported exposureDoctoral (with supervisory cooperation); practitioner (within a group)
Do administrative controls decay with time since last test while engineering controls do not? (chapters 12, 17)EmpiricalControl failures with dates in an organization that records hierarchy level (C4.2)Survival analysis by hierarchy level with time since last test as covariateMaster's (one organization); doctoral (pooled)
Is the gap between expected and measured exposure, and between planned and actual response cost, narrower for engineering controls? (chapter 18)EmpiricalDetail records with three exposure snapshots and cost fields (C6.1), joined to control levelsDistribution of the gap by response type and hierarchy levelMaster's; practitioner
Do limit breaches lead to control changes and tolerance breaches to plan changes, as chapter 15 predicts?EmpiricalBreach records of both kinds; committee minutes and action logs that follow themCoding of actions taken after each kind of breach; comparisonMaster's (with access)
Does the appetite position drift toward the measured position where lowering appetite to accommodate tolerated risk is not prohibited? (chapter 15)EmpiricalAppetite statements and risk reports per category over five or more yearsTime series per category; comparison of organizations with and without the prohibitionMaster's (with access)
Do source-organized taxonomies produce fewer rows and more single-owner responses per shared cause than effect-organized ones? (chapter 16)EmpiricalRegister exports from organizations with each structureIdentify risks sharing a cause; count rows and owners per cause under each structureMaster's
Does linking near misses to the control register shorten the interval between first near miss and corrective action? (chapter 18)EmpiricalIncident and control records with dates, linked and unlinked; health care as the natural fieldComparison of intervals for linked and unlinked near missesMaster's; doctoral (across institutions)
For risks with conditional consequences, does a tested matrix preserve rank but change the response chosen, compared with the triplet? (chapter 16)MethodologicalA sample of risks analyzed both ways; matched decision makersElicit the response chosen under each analysis; measure frequency and direction of differenceMaster's
Do the convergence, validation and sensitivity panels of C3.4 change committee approval behavior? (chapter 16)MethodologicalCommittees willing to be presented the same figure with and without the panelsField experiment measuring deferral, questions asked and subsequent data investmentMaster's (hard to run); doctoral
Do independent coders from different traditions place the sources on the same six steps and the fields on the same eight objects? (chapters 10, 19)MethodologicalThe twenty-seven sources; two or more trained coders; field lists of operating registers for the residue testInter-rater agreement; residue of fields that fit no objectMaster's
Can a proposed control schema hold the control registers of several organizations, and what does not fit? (chapter 13)MethodologicalControl registers exported from several organizationsExport into the proposed schema; measure and classify the residueMaster's; doctoral if adopted
What distinguishes consolidations absorbed into practice from those that became another standard on the shelf? (chapters 20, 24)InstitutionalHistories of three or four earlier consolidations in risk management and of convergence programs in accounting and qualityComparative historical study on a small set of features, including whether sources were re-cited when they changedDoctoral
Is prescriptive content about proof more common where a supervisor exists, and content about meaning where none does? (chapter 12)InstitutionalA corpus of frameworks larger than the twenty-seven, coded for proof versus definitionCorpus coding; relate the share to the presence of a supervisorDoctoral; master's pilot
Do formats outperform ideas at the boundary between organizations, where both regimes coexist? (chapter 13)InstitutionalSupervisory incident reporting under a schema and under a prose standard, side by sideError rate at the boundary; time to answer a cross-organization questionMaster's (with access)
Would a shared public parameter record be accepted by supervisors as a statement of their requirements, and who should maintain it? (chapter 24)InstitutionalStructured conversations with supervisors in two or more jurisdictionsQualitative study; document analysis of how supervisors already publish parametersPractitioner; master's

Results

None yet.