Table 3 Traceability evaluation indicator system with justification.

From: Blockchain-enabled traceability evaluation framework for mineral resource development and utilization: a fuzzy comprehensive assessment approach

First-tier

indicator

Second-tier indicator

Third-tier indicator

Measurement

description

Attribute

Relationship to traceability

assurance

Traceability

breadth (A1)

Lifecycle coverage (B1)

Phase completeness

ratio (C1)

Documented phases /

Total phases

Positive

Directly measures provenance

reconstruction scope

Stakeholder inclusion (B2)

Participant registration

rate (C2)

Registered entities /

Total entities

Positive

Indicates chain-of-custody

completeness

Traceability

depth (A2)

Information granularity (B3)

Data field density (C3)

Recorded fields /

Required fields

Positive

Reflects richness of provenance

documentation

Historical retrievability (B4)

Query response success

rate (C4)

Successful queries /

Total queries

Positive

Measures accessibility of historical

records (IT performance indicator)

Traceability

precision (A3)

Location accuracy (B5)

Geographic deviation

index (C5)

Average positioning

error

Negative

Assesses spatial reliability of provenance

claims

Quantity accuracy (B6)

Measurement variance

ratio (C6)

Variance from verified

values

Negative

Evaluates volumetric reliability of

recorded data

Traceability

timeliness (A4)

Update frequency (B7)

Average refresh

interval (C7)

Mean time between

updates

Negative

Reflects currency of

provenance information

Query latency (B8)

Response time

index (C8)

Average retrieval

duration

Negative

System performance metric

supporting operational efficiency

Data

credibility (A5)

Source authenticity (B9)

Verification pass

rate (C9)

Verified records /

Total records

Positive

Measures proportion of records

meeting authenticity criteria

Consistency level (B10)

Cross-validation match

rate (C10)

Consistent pairs /

Total pairs

Positive

Assesses internal coherence

of recorded information

Tamper resistance (B11)

Blockchain confirmation

ratio (C11)

On-chain records /

Total records

Positive

Indicates proportion of records with

blockchain integrity protection