Function and evidence
Identifies the procedural function claimed and examines whether the available records provide a warranted basis for that claim.
Research project 01
Investigates how institutional records can support — or fail to support — claims of meaningful participation, review, remedy and learning in complaint, grievance, mediation-linked and hybrid procedures.
01
Procedural Vitality examines complaint, appeal, grievance, mediation-linked and hybrid redress procedures that may appear administratively complete while their substantive functions remain weak, contested or insufficiently evidenced. It asks how institutions can distinguish evidence of meaningful procedural activity from records that merely document completion.
The methodology separates three questions: did the relevant function operate; what evidence could the institution generate and preserve; and what conclusion is warranted from that evidence? An absence of sufficient evidence does not automatically establish functional failure. Formalisation, standardisation and technology are examined in their institutional context.
The project reconstructs how a claim moves from its original source through summaries, classifications, decisions and review. It examines what can be reopened or corrected, whether correction restores the lost procedural function, and how case closure, individual remedy and institutional learning differ.
A preliminary comparative desk pilot of twelve published cases across four institutional forms has been completed. Its validation is limited and provisional. Comparative validation using closed case files is the next research stage.
Central research question
When do the records produced by a procedure warrant the conclusion that its rights-, remedy- or participation-relevant functions have operated?
02
Identifies the procedural function claimed and examines whether the available records provide a warranted basis for that claim.
Traces how original accounts become summaries, classifications and decision-relevant records, including what is lost or made difficult to challenge.
Examines whether later review can reopen an earlier premise and restore a lost function, or only amend the institutional record.
Keeps administrative closure, substantive remedy and institutional learning analytically separate.
03
Where AI or automation materially affects a procedure, the research examines access to source material, classification, summarisation, uncertainty, practical override capacity and the alignment of responsibility with control. A human sign-off is assessed in relation to the information, authority, time and competence needed for meaningful judgement.
This is a conditional strand of the wider methodology. The project does not assume that automation causes every procedural problem or that formal human involvement establishes effective oversight.
04
Hamaiunova, Viktoriia (forthcoming)
In Anne Wagner (ed.), International Handbook of Legal Language and Communication: From Text to Semiotics. Section 35: Harmonizing Law and Language in Family Mediation – Bridging Disputes with Empathy and Equity (Springer Cham, forthcoming)
05
18 Jul 2026
Invited Research Speaker, Konghetang Study Seminar, online
10 Jul 2026
Oxford AI Build Club, AI Exploration Week, University of Oxford
29 Jun 2026
Featured speaker, 12th International Training Workshop on Emerging Global Practices in Arbitration and Mediation, Saarosh ADR Center
14 Dec 2025
Special guest speaker, Operation Zero Bribe initiative, online